Python 2.7.6 |Anaconda 1.9.2 (64-bit)| (default, Nov 11 2013, 10:49:15) [MSC v.1500 64 bit (AMD64)] on win32 Type "help", "copyright", "credits" or "license" for more information. Imported NumPy 1.8.0, SciPy 0.13.3, Matplotlib 1.3.1 Type "scientific" for more details. >>> runfile('C:/Users/.../.../topicmodel_python.py', wdir=r'C:/Users/.../.../...') 2014-07-27 14:20:01,450 : INFO : using symmetric alpha at 0.04 2014-07-27 14:20:01,451 : INFO : using serial LDA version on this node 2014-07-27 14:20:01,677 : INFO : running online LDA training, 25 topics, 20 passes over the supplied corpus of 622 documents, updating model once every 622 documents, evaluating perplexity every 622 documents, iterating 50x with a convergence threshold of 0.001000 2014-07-27 14:20:35,187 : INFO : -13.161 per-word bound, 9161.2 perplexity estimate based on a held-out corpus of 622 documents with 818915 words 2014-07-27 14:20:35,187 : INFO : PROGRESS: pass 0, at document #622/622 2014-07-27 14:20:42,746 : INFO : topic #9 (0.040): 0.008*government + 0.007*people + 0.007*united + 0.005*states + 0.005*american + 0.005*time + 0.004*great + 0.004*congress + 0.004*peace + 0.004*world 2014-07-27 14:20:42,753 : INFO : topic #10 (0.040): 0.008*states + 0.007*united + 0.006*government + 0.006*people + 0.005*great + 0.005*made + 0.005*congress + 0.004*war + 0.004*public + 0.004*world 2014-07-27 14:20:42,762 : INFO : topic #12 (0.040): 0.007*government + 0.007*people + 0.006*great + 0.005*states + 0.005*peace + 0.005*made + 0.005*world + 0.005*congress + 0.004*time + 0.004*american 2014-07-27 14:20:42,769 : INFO : topic #7 (0.040): 0.008*government + 0.007*united + 0.007*people + 0.006*states + 0.005*congress + 0.005*president + 0.005*time + 0.005*american + 0.004*war + 0.004*world 2014-07-27 14:20:42,776 : INFO : topic #14 (0.040): 0.008*united + 0.008*government + 0.008*states + 0.008*people + 0.006*country + 0.005*president + 0.005*nations + 0.005*congress + 0.004*made + 0.004*great 2014-07-27 14:20:42,783 : INFO : topic #18 (0.040): 0.009*people + 0.006*american + 0.005*war + 0.005*government + 0.005*president + 0.005*congress + 0.004*united + 0.004*states + 0.004*years + 0.004*world 2014-07-27 14:20:42,790 : INFO : topic #2 (0.040): 0.010*people + 0.006*world + 0.006*government + 0.006*president + 0.005*states + 0.004*american + 0.004*united + 0.004*country + 0.004*years + 0.004*great 2014-07-27 14:20:42,799 : INFO : topic #21 (0.040): 0.008*united + 0.007*world + 0.007*peace + 0.006*states + 0.006*people + 0.005*great + 0.005*government + 0.004*time + 0.004*war + 0.004*president 2014-07-27 14:20:42,805 : INFO : topic #15 (0.040): 0.010*states + 0.007*people + 0.007*government + 0.006*united + 0.005*peace + 0.005*world + 0.005*american + 0.004*congress + 0.004*war + 0.004*time 2014-07-27 14:20:42,812 : INFO : topic #4 (0.040): 0.008*states + 0.006*people + 0.006*government + 0.006*united + 0.006*time + 0.005*american + 0.005*great + 0.005*world + 0.004*peace + 0.004*country 2014-07-27 14:20:42,821 : INFO : topic #11 (0.040): 0.010*states + 0.008*people + 0.007*president + 0.007*united + 0.005*government + 0.005*american + 0.005*world + 0.004*time + 0.004*congress + 0.004*war 2014-07-27 14:20:42,828 : INFO : topic #3 (0.040): 0.011*states + 0.008*united + 0.007*government + 0.007*people + 0.005*congress + 0.005*great + 0.005*world + 0.005*american + 0.004*war + 0.004*made 2014-07-27 14:20:42,836 : INFO : topic #8 (0.040): 0.008*people + 0.007*united + 0.006*country + 0.006*government + 0.005*great + 0.005*states + 0.004*world + 0.004*congress + 0.004*years + 0.004*time 2014-07-27 14:20:42,845 : INFO : topic #23 (0.040): 0.009*states + 0.008*government + 0.008*people + 0.006*united + 0.006*country + 0.005*world + 0.005*congress + 0.004*american + 0.004*time + 0.004*years 2014-07-27 14:20:42,851 : INFO : topic #1 (0.040): 0.008*government + 0.006*people + 0.006*united + 0.005*country + 0.005*states + 0.005*world + 0.005*great + 0.004*war + 0.004*peace + 0.004*year 2014-07-27 14:20:42,857 : INFO : topic diff=8.260885, rho=1.000000 2014-07-27 14:21:13,796 : INFO : -9.629 per-word bound, 791.6 perplexity estimate based on a held-out corpus of 622 documents with 818915 words 2014-07-27 14:21:13,796 : INFO : PROGRESS: pass 1, at document #622/622 2014-07-27 14:21:20,456 : INFO : topic #1 (0.040): 0.007*government + 0.006*people + 0.006*war + 0.005*united + 0.005*world + 0.005*country + 0.005*peace + 0.004*great + 0.004*states + 0.004*years 2014-07-27 14:21:20,463 : INFO : topic #24 (0.040): 0.007*people + 0.006*world + 0.005*government + 0.005*states + 0.005*congress + 0.005*years + 0.004*work + 0.004*united + 0.004*america + 0.004*time 2014-07-27 14:21:20,470 : INFO : topic #7 (0.040): 0.007*government + 0.007*united + 0.006*president + 0.006*people + 0.006*states + 0.004*congress + 0.004*time + 0.004*american + 0.004*world + 0.004*war 2014-07-27 14:21:20,479 : INFO : topic #3 (0.040): 0.012*states + 0.010*government + 0.009*united + 0.006*congress + 0.005*great + 0.005*people + 0.005*public + 0.005*country + 0.005*made + 0.004*war 2014-07-27 14:21:20,486 : INFO : topic #12 (0.040): 0.007*people + 0.005*world + 0.005*government + 0.005*great + 0.005*america + 0.005*american + 0.005*congress + 0.004*time + 0.004*years + 0.004*peace 2014-07-27 14:21:20,493 : INFO : topic #17 (0.040): 0.006*government + 0.006*states + 0.005*people + 0.005*american + 0.005*tax + 0.005*time + 0.004*world + 0.004*congress + 0.004*america + 0.004*united 2014-07-27 14:21:20,500 : INFO : topic #9 (0.040): 0.009*government + 0.007*united + 0.006*people + 0.006*american + 0.005*states + 0.005*world + 0.004*time + 0.004*war + 0.004*great + 0.004*peace 2014-07-27 14:21:20,509 : INFO : topic #14 (0.040): 0.009*president + 0.008*government + 0.008*united + 0.007*people + 0.007*states + 0.006*country + 0.005*made + 0.005*congress + 0.005*nations + 0.004*time 2014-07-27 14:21:20,516 : INFO : topic #8 (0.040): 0.009*people + 0.006*country + 0.006*great + 0.005*world + 0.005*united + 0.004*government + 0.004*years + 0.004*time + 0.004*america + 0.004*states 2014-07-27 14:21:20,523 : INFO : topic #21 (0.040): 0.010*world + 0.008*peace + 0.008*united + 0.007*states + 0.006*people + 0.005*great + 0.005*nations + 0.005*war + 0.005*president + 0.005*freedom 2014-07-27 14:21:20,530 : INFO : topic #19 (0.040): 0.008*people + 0.007*president + 0.005*america + 0.005*states + 0.005*senator + 0.005*government + 0.005*united + 0.005*years + 0.004*country + 0.004*time 2014-07-27 14:21:20,539 : INFO : topic #15 (0.040): 0.008*states + 0.007*people + 0.006*government + 0.005*united + 0.005*peace + 0.005*war + 0.004*world + 0.004*american + 0.004*congress + 0.004*time 2014-07-27 14:21:20,549 : INFO : topic #16 (0.040): 0.007*people + 0.006*american + 0.006*america + 0.006*government + 0.005*world + 0.005*nation + 0.004*years + 0.004*men + 0.004*united + 0.004*great 2014-07-27 14:21:20,558 : INFO : topic #23 (0.040): 0.009*government + 0.008*states + 0.008*people + 0.006*country + 0.006*united + 0.004*world + 0.004*time + 0.004*congress + 0.004*public + 0.004*great 2014-07-27 14:21:20,568 : INFO : topic #22 (0.040): 0.008*states + 0.007*united + 0.007*people + 0.005*government + 0.005*president + 0.005*world + 0.004*great + 0.004*made + 0.004*peace + 0.003*years 2014-07-27 14:21:20,573 : INFO : topic diff=4.496401, rho=0.707107 2014-07-27 14:21:50,513 : INFO : -8.942 per-word bound, 492.0 perplexity estimate based on a held-out corpus of 622 documents with 818915 words 2014-07-27 14:21:50,513 : INFO : PROGRESS: pass 2, at document #622/622 2014-07-27 14:21:57,457 : INFO : topic #6 (0.040): 0.011*world + 0.010*people + 0.009*peace + 0.007*united + 0.006*nations + 0.006*government + 0.006*war + 0.006*american + 0.006*years + 0.006*states 2014-07-27 14:21:57,463 : INFO : topic #20 (0.040): 0.013*people + 0.007*president + 0.006*work + 0.006*american + 0.006*congress + 0.005*time + 0.005*make + 0.005*government + 0.005*america + 0.005*years 2014-07-27 14:21:57,471 : INFO : topic #11 (0.040): 0.016*president + 0.008*people + 0.008*states + 0.005*united + 0.005*time + 0.004*war + 0.004*congress + 0.004*government + 0.004*constitution + 0.004*made 2014-07-27 14:21:57,480 : INFO : topic #19 (0.040): 0.009*president + 0.008*people + 0.007*senator + 0.006*america + 0.005*years + 0.005*states + 0.004*united + 0.004*kennedy + 0.004*time + 0.004*government 2014-07-27 14:21:57,487 : INFO : topic #13 (0.040): 0.005*government + 0.005*states + 0.005*people + 0.004*united + 0.004*american + 0.004*world + 0.004*nations + 0.004*nation + 0.003*made + 0.003*rescue 2014-07-27 14:21:57,496 : INFO : topic #23 (0.040): 0.008*government + 0.008*people + 0.007*states + 0.005*country + 0.005*united + 0.004*time + 0.004*great + 0.004*world + 0.004*american + 0.003*congress 2014-07-27 14:21:57,503 : INFO : topic #16 (0.040): 0.007*people + 0.007*america + 0.006*american + 0.005*nation + 0.005*world + 0.005*government + 0.005*men + 0.005*iraq + 0.004*years + 0.004*great 2014-07-27 14:21:57,510 : INFO : topic #5 (0.040): 0.009*government + 0.008*people + 0.006*congress + 0.005*american + 0.005*states + 0.004*great + 0.003*made + 0.003*country + 0.003*nation + 0.003*time 2014-07-27 14:21:57,519 : INFO : topic #17 (0.040): 0.007*tax + 0.005*government + 0.005*american + 0.005*people + 0.004*states + 0.004*time + 0.004*great + 0.004*congress + 0.004*americans + 0.003*years 2014-07-27 14:21:57,526 : INFO : topic #15 (0.040): 0.007*states + 0.007*people + 0.006*government + 0.005*united + 0.005*war + 0.004*peace + 0.004*american + 0.004*world + 0.004*national + 0.004*made 2014-07-27 14:21:57,532 : INFO : topic #1 (0.040): 0.007*war + 0.006*government + 0.005*world + 0.005*people + 0.005*country + 0.005*united + 0.005*peace + 0.004*great + 0.004*men + 0.003*years 2014-07-27 14:21:57,539 : INFO : topic #2 (0.040): 0.014*people + 0.007*president + 0.006*world + 0.006*years + 0.005*today + 0.005*american + 0.004*time + 0.004*war + 0.004*children + 0.004*work 2014-07-27 14:21:57,546 : INFO : topic #10 (0.040): 0.007*states + 0.007*united + 0.005*great + 0.005*made + 0.004*people + 0.004*government + 0.004*public + 0.004*congress + 0.004*war + 0.003*law 2014-07-27 14:21:57,555 : INFO : topic #22 (0.040): 0.008*states + 0.007*united + 0.006*people + 0.005*world + 0.005*president + 0.005*soviet + 0.004*union + 0.004*government + 0.004*peace + 0.004*freedom 2014-07-27 14:21:57,562 : INFO : topic #21 (0.040): 0.012*world + 0.009*united + 0.008*peace + 0.007*states + 0.007*people + 0.005*great + 0.005*nations + 0.005*freedom + 0.005*president + 0.004*american 2014-07-27 14:21:57,566 : INFO : topic diff=2.697903, rho=0.577350 2014-07-27 14:22:27,058 : INFO : -8.731 per-word bound, 424.8 perplexity estimate based on a held-out corpus of 622 documents with 818915 words 2014-07-27 14:22:27,058 : INFO : PROGRESS: pass 3, at document #622/622 2014-07-27 14:22:32,894 : INFO : topic #4 (0.040): 0.006*people + 0.006*world + 0.005*nuclear + 0.005*great + 0.005*states + 0.004*government + 0.004*men + 0.004*peace + 0.004*american + 0.004*power 2014-07-27 14:22:32,901 : INFO : topic #2 (0.040): 0.015*people + 0.007*president + 0.006*years + 0.006*world + 0.006*today + 0.005*american + 0.005*children + 0.004*peace + 0.004*time + 0.004*work 2014-07-27 14:22:32,908 : INFO : topic #1 (0.040): 0.008*war + 0.005*world + 0.005*government + 0.005*men + 0.005*country + 0.005*peace + 0.004*great + 0.004*people + 0.004*united + 0.004*day 2014-07-27 14:22:32,917 : INFO : topic #0 (0.040): 0.010*government + 0.009*people + 0.004*country + 0.004*men + 0.004*president + 0.004*national + 0.004*states + 0.004*world + 0.004*america + 0.004*united 2014-07-27 14:22:32,924 : INFO : topic #21 (0.040): 0.012*world + 0.009*united + 0.008*peace + 0.008*states + 0.007*people + 0.005*nations + 0.005*freedom + 0.005*great + 0.005*president + 0.005*country 2014-07-27 14:22:32,931 : INFO : topic #17 (0.040): 0.008*tax + 0.005*american + 0.005*government + 0.004*people + 0.004*great + 0.004*time + 0.004*americans + 0.004*president + 0.004*congress + 0.004*day 2014-07-27 14:22:32,940 : INFO : topic #12 (0.040): 0.007*people + 0.005*world + 0.005*congress + 0.005*america + 0.005*american + 0.005*years + 0.005*great + 0.004*time + 0.004*make + 0.004*government 2014-07-27 14:22:32,947 : INFO : topic #11 (0.040): 0.018*president + 0.008*people + 0.007*states + 0.005*time + 0.005*united + 0.004*war + 0.004*congress + 0.004*made + 0.004*year + 0.004*government 2014-07-27 14:22:32,957 : INFO : topic #16 (0.040): 0.008*america + 0.008*people + 0.006*american + 0.006*iraq + 0.006*nation + 0.005*men + 0.005*world + 0.005*government + 0.004*free + 0.004*freedom 2014-07-27 14:22:32,966 : INFO : topic #5 (0.040): 0.010*government + 0.007*people + 0.006*congress + 0.005*american + 0.004*states + 0.003*made + 0.003*great + 0.003*chinese + 0.003*country + 0.003*nation 2014-07-27 14:22:32,976 : INFO : topic #24 (0.040): 0.007*people + 0.006*energy + 0.005*world + 0.005*years + 0.005*congress + 0.005*government + 0.004*america + 0.004*time + 0.004*american + 0.004*year 2014-07-27 14:22:32,983 : INFO : topic #10 (0.040): 0.007*states + 0.006*united + 0.005*great + 0.005*made + 0.004*people + 0.004*law + 0.003*statute + 0.003*union + 0.003*war + 0.003*men 2014-07-27 14:22:32,990 : INFO : topic #19 (0.040): 0.010*president + 0.009*senator + 0.008*people + 0.006*years + 0.006*america + 0.005*kennedy + 0.005*states + 0.005*united + 0.004*time + 0.004*question 2014-07-27 14:22:32,999 : INFO : topic #3 (0.040): 0.012*states + 0.011*government + 0.009*united + 0.006*congress + 0.005*great + 0.005*public + 0.005*country + 0.005*made + 0.005*people + 0.004*state 2014-07-27 14:22:33,006 : INFO : topic #9 (0.040): 0.009*government + 0.008*american + 0.007*united + 0.006*states + 0.005*world + 0.005*people + 0.005*war + 0.005*federal + 0.004*defense + 0.004*time 2014-07-27 14:22:33,012 : INFO : topic diff=1.747024, rho=0.500000 2014-07-27 14:23:03,888 : INFO : -8.627 per-word bound, 395.4 perplexity estimate based on a held-out corpus of 622 documents with 818915 words 2014-07-27 14:23:03,888 : INFO : PROGRESS: pass 4, at document #622/622 2014-07-27 14:23:10,269 : INFO : topic #6 (0.040): 0.012*world + 0.010*peace + 0.010*people + 0.007*united + 0.007*nations + 0.007*war + 0.006*american + 0.006*states + 0.005*government + 0.005*years 2014-07-27 14:23:10,276 : INFO : topic #11 (0.040): 0.019*president + 0.008*people + 0.006*states + 0.005*time + 0.005*united + 0.004*congress + 0.004*war + 0.004*made + 0.004*year + 0.004*question 2014-07-27 14:23:10,283 : INFO : topic #22 (0.040): 0.007*soviet + 0.007*united + 0.007*states + 0.006*people + 0.006*union + 0.006*world + 0.005*arms + 0.005*nuclear + 0.005*missiles + 0.005*president 2014-07-27 14:23:10,292 : INFO : topic #18 (0.040): 0.012*war + 0.008*american + 0.008*people + 0.007*vietnam + 0.006*south + 0.005*men + 0.005*enemy + 0.005*forces + 0.004*world + 0.004*end 2014-07-27 14:23:10,299 : INFO : topic #10 (0.040): 0.006*states + 0.006*united + 0.005*great + 0.005*statute + 0.004*made + 0.004*people + 0.004*law + 0.004*union + 0.003*men + 0.003*purpose 2014-07-27 14:23:10,308 : INFO : topic #14 (0.040): 0.016*president + 0.009*people + 0.007*vietnam + 0.007*united + 0.006*government + 0.006*country + 0.006*made + 0.005*states + 0.005*time + 0.004*south 2014-07-27 14:23:10,316 : INFO : topic #9 (0.040): 0.009*government + 0.008*american + 0.007*united + 0.007*states + 0.005*world + 0.005*federal + 0.005*war + 0.005*people + 0.004*defense + 0.004*attack 2014-07-27 14:23:10,323 : INFO : topic #20 (0.040): 0.013*people + 0.007*work + 0.006*american + 0.006*president + 0.006*congress + 0.006*government + 0.006*make + 0.006*years + 0.006*america + 0.006*time 2014-07-27 14:23:10,331 : INFO : topic #0 (0.040): 0.010*government + 0.008*people + 0.004*men + 0.004*central + 0.004*country + 0.004*president + 0.004*america + 0.004*states + 0.004*nicaragua + 0.004*freedom 2014-07-27 14:23:10,338 : INFO : topic #2 (0.040): 0.015*people + 0.007*president + 0.006*years + 0.006*today + 0.006*world + 0.005*american + 0.005*children + 0.004*work + 0.004*time + 0.004*peace 2014-07-27 14:23:10,346 : INFO : topic #1 (0.040): 0.010*war + 0.005*men + 0.005*world + 0.005*country + 0.004*peace + 0.004*great + 0.004*government + 0.004*day + 0.004*coal + 0.004*people 2014-07-27 14:23:10,354 : INFO : topic #21 (0.040): 0.013*world + 0.009*united + 0.008*states + 0.008*peace + 0.007*people + 0.006*freedom + 0.006*nations + 0.005*great + 0.005*country + 0.004*president 2014-07-27 14:23:10,361 : INFO : topic #12 (0.040): 0.007*people + 0.005*world + 0.005*congress + 0.005*american + 0.005*america + 0.005*years + 0.005*great + 0.004*make + 0.004*time + 0.004*government 2014-07-27 14:23:10,368 : INFO : topic #23 (0.040): 0.009*people + 0.007*government + 0.006*states + 0.005*country + 0.004*time + 0.004*great + 0.004*united + 0.004*rights + 0.004*american + 0.004*world 2014-07-27 14:23:10,375 : INFO : topic #24 (0.040): 0.007*people + 0.006*energy + 0.005*years + 0.005*world + 0.005*congress + 0.005*government + 0.004*america + 0.004*american + 0.004*time + 0.004*year 2014-07-27 14:23:10,381 : INFO : topic diff=1.196339, rho=0.447214 2014-07-27 14:23:40,851 : INFO : -8.567 per-word bound, 379.3 perplexity estimate based on a held-out corpus of 622 documents with 818915 words 2014-07-27 14:23:40,851 : INFO : PROGRESS: pass 5, at document #622/622 2014-07-27 14:23:46,493 : INFO : topic #8 (0.040): 0.009*people + 0.008*today + 0.008*great + 0.007*world + 0.006*country + 0.005*nation + 0.005*men + 0.005*life + 0.005*time + 0.005*years 2014-07-27 14:23:46,500 : INFO : topic #9 (0.040): 0.009*government + 0.009*american + 0.007*states + 0.007*united + 0.006*world + 0.005*federal + 0.005*war + 0.005*people + 0.005*attack + 0.005*defense 2014-07-27 14:23:46,507 : INFO : topic #15 (0.040): 0.007*people + 0.006*government + 0.005*states + 0.004*war + 0.004*national + 0.004*united + 0.004*american + 0.004*made + 0.004*present + 0.004*watergate 2014-07-27 14:23:46,516 : INFO : topic #0 (0.040): 0.009*government + 0.008*people + 0.005*central + 0.004*men + 0.004*nicaragua + 0.004*country + 0.004*america + 0.004*president + 0.004*freedom + 0.004*military 2014-07-27 14:23:46,523 : INFO : topic #12 (0.040): 0.007*people + 0.005*congress + 0.005*world + 0.005*american + 0.005*years + 0.005*america + 0.005*great + 0.004*make + 0.004*time + 0.004*nation 2014-07-27 14:23:46,529 : INFO : topic #14 (0.040): 0.017*president + 0.009*people + 0.008*vietnam + 0.006*united + 0.006*made + 0.006*government + 0.006*country + 0.005*states + 0.005*time + 0.004*south 2014-07-27 14:23:46,536 : INFO : topic #4 (0.040): 0.007*nuclear + 0.006*world + 0.005*people + 0.005*men + 0.005*great + 0.004*power + 0.004*american + 0.004*peace + 0.004*soviet + 0.004*government 2014-07-27 14:23:46,545 : INFO : topic #1 (0.040): 0.010*war + 0.006*men + 0.005*coal + 0.005*world + 0.005*country + 0.004*peace + 0.004*great + 0.004*day + 0.004*miners + 0.003*government 2014-07-27 14:23:46,552 : INFO : topic #10 (0.040): 0.006*states + 0.005*statute + 0.005*united + 0.005*great + 0.004*law + 0.004*made + 0.004*people + 0.004*union + 0.004*men + 0.004*purpose 2014-07-27 14:23:46,559 : INFO : topic #5 (0.040): 0.009*government + 0.006*congress + 0.006*chinese + 0.005*people + 0.004*legations + 0.004*american + 0.003*peking + 0.003*made + 0.003*states + 0.002*great 2014-07-27 14:23:46,566 : INFO : topic #22 (0.040): 0.009*soviet + 0.007*union + 0.006*united + 0.006*states + 0.006*people + 0.006*arms + 0.006*world + 0.006*nuclear + 0.006*missiles + 0.005*president 2014-07-27 14:23:46,575 : INFO : topic #2 (0.040): 0.016*people + 0.007*president + 0.006*years + 0.006*today + 0.006*world + 0.005*children + 0.005*american + 0.005*work + 0.004*time + 0.004*peace 2014-07-27 14:23:46,582 : INFO : topic #13 (0.040): 0.006*rescue + 0.006*beloved + 0.005*people + 0.004*cherokees + 0.004*states + 0.004*good + 0.004*iran + 0.004*united + 0.004*made + 0.004*nation 2014-07-27 14:23:46,591 : INFO : topic #21 (0.040): 0.013*world + 0.010*united + 0.008*states + 0.007*peace + 0.006*people + 0.006*freedom + 0.006*nations + 0.005*great + 0.005*country + 0.004*american 2014-07-27 14:23:46,598 : INFO : topic #18 (0.040): 0.014*war + 0.008*american + 0.008*people + 0.007*vietnam + 0.006*south + 0.006*enemy + 0.006*men + 0.005*forces + 0.004*end + 0.004*japanese 2014-07-27 14:23:46,602 : INFO : topic diff=0.851625, rho=0.408248 2014-07-27 14:24:17,428 : INFO : -8.530 per-word bound, 369.6 perplexity estimate based on a held-out corpus of 622 documents with 818915 words 2014-07-27 14:24:17,428 : INFO : PROGRESS: pass 6, at document #622/622 2014-07-27 14:24:23,053 : INFO : topic #20 (0.040): 0.014*people + 0.007*work + 0.006*government + 0.006*american + 0.006*years + 0.006*congress + 0.006*america + 0.006*year + 0.006*make + 0.006*tax 2014-07-27 14:24:23,062 : INFO : topic #17 (0.040): 0.010*tax + 0.005*american + 0.005*day + 0.005*president + 0.004*americans + 0.004*great + 0.004*today + 0.004*relief + 0.004*people + 0.004*congress 2014-07-27 14:24:23,069 : INFO : topic #6 (0.040): 0.013*world + 0.011*peace + 0.010*people + 0.008*nations + 0.008*united + 0.007*war + 0.006*american + 0.006*states + 0.006*nation + 0.005*years 2014-07-27 14:24:23,076 : INFO : topic #18 (0.040): 0.016*war + 0.008*american + 0.008*people + 0.007*vietnam + 0.007*south + 0.006*enemy + 0.006*forces + 0.006*men + 0.005*japanese + 0.005*end 2014-07-27 14:24:23,084 : INFO : topic #24 (0.040): 0.007*people + 0.007*energy + 0.006*years + 0.005*congress + 0.005*world + 0.004*government + 0.004*american + 0.004*time + 0.004*oil + 0.004*future 2014-07-27 14:24:23,092 : INFO : topic #23 (0.040): 0.009*people + 0.006*government + 0.005*states + 0.005*time + 0.004*rights + 0.004*great + 0.004*country + 0.004*party + 0.004*constitution + 0.004*united 2014-07-27 14:24:23,098 : INFO : topic #13 (0.040): 0.006*beloved + 0.006*rescue + 0.006*people + 0.005*cherokees + 0.004*good + 0.004*states + 0.004*iran + 0.004*made + 0.004*united + 0.004*nation 2014-07-27 14:24:23,107 : INFO : topic #15 (0.040): 0.007*people + 0.006*government + 0.005*states + 0.004*national + 0.004*war + 0.004*united + 0.004*made + 0.004*american + 0.004*watergate + 0.004*present 2014-07-27 14:24:23,114 : INFO : topic #1 (0.040): 0.011*war + 0.006*coal + 0.006*men + 0.005*miners + 0.005*world + 0.005*country + 0.004*day + 0.004*great + 0.004*peace + 0.003*government 2014-07-27 14:24:23,121 : INFO : topic #21 (0.040): 0.013*world + 0.010*united + 0.008*states + 0.007*peace + 0.006*people + 0.006*freedom + 0.006*nations + 0.005*great + 0.005*country + 0.004*policy 2014-07-27 14:24:23,128 : INFO : topic #2 (0.040): 0.016*people + 0.006*president + 0.006*years + 0.006*today + 0.006*children + 0.006*world + 0.005*american + 0.005*work + 0.004*time + 0.004*peace 2014-07-27 14:24:23,135 : INFO : topic #3 (0.040): 0.012*states + 0.012*government + 0.009*united + 0.006*congress + 0.005*great + 0.005*public + 0.005*country + 0.005*made + 0.004*people + 0.004*state 2014-07-27 14:24:23,144 : INFO : topic #19 (0.040): 0.012*president + 0.011*senator + 0.007*people + 0.007*kennedy + 0.006*years + 0.006*states + 0.006*question + 0.005*america + 0.005*uh + 0.005*united 2014-07-27 14:24:23,153 : INFO : topic #0 (0.040): 0.009*government + 0.008*people + 0.005*central + 0.005*nicaragua + 0.005*men + 0.004*country + 0.004*america + 0.004*freedom + 0.004*military + 0.004*president 2014-07-27 14:24:23,161 : INFO : topic #4 (0.040): 0.007*nuclear + 0.006*world + 0.005*people + 0.005*men + 0.005*great + 0.005*power + 0.004*soviet + 0.004*american + 0.004*peace + 0.004*america 2014-07-27 14:24:23,165 : INFO : topic diff=0.623066, rho=0.377964 2014-07-27 14:24:52,723 : INFO : -8.504 per-word bound, 363.2 perplexity estimate based on a held-out corpus of 622 documents with 818915 words 2014-07-27 14:24:52,723 : INFO : PROGRESS: pass 7, at document #622/622 2014-07-27 14:24:58,703 : INFO : topic #8 (0.040): 0.009*people + 0.008*today + 0.008*great + 0.007*world + 0.006*country + 0.006*men + 0.006*nation + 0.005*life + 0.005*time + 0.005*years 2014-07-27 14:24:58,711 : INFO : topic #7 (0.040): 0.010*president + 0.005*united + 0.005*states + 0.005*space + 0.004*people + 0.004*treaty + 0.004*national + 0.004*government + 0.003*years + 0.003*ive 2014-07-27 14:24:58,720 : INFO : topic #9 (0.040): 0.009*american + 0.009*government + 0.007*states + 0.007*united + 0.006*world + 0.006*federal + 0.005*slavery + 0.005*war + 0.005*attack + 0.005*defense 2014-07-27 14:24:58,727 : INFO : topic #12 (0.040): 0.006*people + 0.006*congress + 0.005*world + 0.005*years + 0.005*american + 0.005*great + 0.004*make + 0.004*america + 0.004*nation + 0.004*men 2014-07-27 14:24:58,736 : INFO : topic #11 (0.040): 0.020*president + 0.008*people + 0.005*time + 0.005*states + 0.004*united + 0.004*made + 0.004*congress + 0.004*question + 0.004*year + 0.004*bill 2014-07-27 14:24:58,744 : INFO : topic #17 (0.040): 0.010*tax + 0.005*day + 0.005*american + 0.005*president + 0.004*americans + 0.004*great + 0.004*relief + 0.004*today + 0.003*congress + 0.003*time 2014-07-27 14:24:58,755 : INFO : topic #21 (0.040): 0.013*world + 0.010*united + 0.009*states + 0.007*peace + 0.006*people + 0.006*freedom + 0.006*nations + 0.005*great + 0.005*country + 0.005*policy 2014-07-27 14:24:58,763 : INFO : topic #13 (0.040): 0.006*beloved + 0.006*rescue + 0.006*people + 0.005*cherokees + 0.004*good + 0.004*iran + 0.004*states + 0.004*made + 0.004*men + 0.004*operation 2014-07-27 14:24:58,770 : INFO : topic #19 (0.040): 0.013*president + 0.012*senator + 0.007*people + 0.007*kennedy + 0.006*years + 0.006*question + 0.006*states + 0.005*america + 0.005*uh + 0.005*united 2014-07-27 14:24:58,779 : INFO : topic #5 (0.040): 0.008*chinese + 0.008*government + 0.006*legations + 0.005*congress + 0.005*peking + 0.004*people + 0.003*imperial + 0.003*american + 0.003*china + 0.003*legation 2014-07-27 14:24:58,786 : INFO : topic #3 (0.040): 0.013*states + 0.012*government + 0.009*united + 0.006*congress + 0.005*great + 0.005*public + 0.005*country + 0.005*made + 0.004*people + 0.004*state 2014-07-27 14:24:58,793 : INFO : topic #16 (0.040): 0.009*america + 0.009*iraq + 0.008*people + 0.006*american + 0.006*nation + 0.006*men + 0.005*terrorists + 0.005*free + 0.005*freedom + 0.005*life 2014-07-27 14:24:58,802 : INFO : topic #0 (0.040): 0.009*government + 0.008*people + 0.005*central + 0.005*nicaragua + 0.005*men + 0.004*america + 0.004*country + 0.004*freedom + 0.004*military + 0.004*president 2014-07-27 14:24:58,809 : INFO : topic #2 (0.040): 0.016*people + 0.006*today + 0.006*president + 0.006*years + 0.006*children + 0.005*world + 0.005*american + 0.005*work + 0.004*time + 0.004*day 2014-07-27 14:24:58,816 : INFO : topic #6 (0.040): 0.013*world + 0.011*peace + 0.010*people + 0.008*nations + 0.008*united + 0.007*war + 0.006*american + 0.006*states + 0.006*nation + 0.005*years 2014-07-27 14:24:58,822 : INFO : topic diff=0.465448, rho=0.353553 2014-07-27 14:25:28,493 : INFO : -8.487 per-word bound, 358.7 perplexity estimate based on a held-out corpus of 622 documents with 818915 words 2014-07-27 14:25:28,493 : INFO : PROGRESS: pass 8, at document #622/622 2014-07-27 14:25:34,164 : INFO : topic #18 (0.040): 0.019*war + 0.009*american + 0.008*people + 0.008*forces + 0.007*enemy + 0.007*vietnam + 0.007*south + 0.007*men + 0.006*japanese + 0.005*end 2014-07-27 14:25:34,171 : INFO : topic #13 (0.040): 0.007*beloved + 0.006*rescue + 0.006*people + 0.005*cherokees + 0.004*good + 0.004*iran + 0.004*states + 0.004*men + 0.004*made + 0.004*give 2014-07-27 14:25:34,180 : INFO : topic #1 (0.040): 0.011*war + 0.008*coal + 0.006*men + 0.006*miners + 0.005*day + 0.005*world + 0.004*country + 0.004*great + 0.004*peace + 0.003*miner 2014-07-27 14:25:34,187 : INFO : topic #22 (0.040): 0.012*soviet + 0.009*nuclear + 0.008*union + 0.007*arms + 0.007*missiles + 0.006*world + 0.006*people + 0.006*united + 0.006*states + 0.006*soviets 2014-07-27 14:25:34,194 : INFO : topic #8 (0.040): 0.009*people + 0.008*today + 0.008*great + 0.007*world + 0.006*men + 0.006*country + 0.006*nation + 0.006*life + 0.005*time + 0.005*man 2014-07-27 14:25:34,200 : INFO : topic #15 (0.040): 0.006*people + 0.006*government + 0.004*national + 0.004*watergate + 0.004*made + 0.004*war + 0.004*states + 0.004*present + 0.004*american + 0.004*united 2014-07-27 14:25:34,207 : INFO : topic #9 (0.040): 0.009*american + 0.009*government + 0.007*states + 0.007*united + 0.006*world + 0.006*slavery + 0.006*federal + 0.005*war + 0.005*attack + 0.005*defense 2014-07-27 14:25:34,216 : INFO : topic #24 (0.040): 0.008*energy + 0.007*people + 0.006*congress + 0.006*years + 0.005*world + 0.005*oil + 0.004*american + 0.004*government + 0.004*future + 0.004*time 2014-07-27 14:25:34,223 : INFO : topic #10 (0.040): 0.007*statute + 0.005*law + 0.005*states + 0.004*purpose + 0.004*united + 0.004*union + 0.004*men + 0.004*great + 0.004*people + 0.004*made 2014-07-27 14:25:34,230 : INFO : topic #16 (0.040): 0.010*iraq + 0.010*america + 0.007*people + 0.006*american + 0.006*nation + 0.006*men + 0.005*terrorists + 0.005*freedom + 0.005*free + 0.005*life 2014-07-27 14:25:34,239 : INFO : topic #3 (0.040): 0.013*states + 0.012*government + 0.009*united + 0.006*congress + 0.005*great + 0.005*public + 0.005*country + 0.005*made + 0.004*people + 0.004*state 2014-07-27 14:25:34,246 : INFO : topic #6 (0.040): 0.013*world + 0.012*peace + 0.010*people + 0.008*nations + 0.008*united + 0.008*war + 0.006*american + 0.006*states + 0.006*nation + 0.005*years 2014-07-27 14:25:34,253 : INFO : topic #7 (0.040): 0.010*president + 0.005*united + 0.005*states + 0.005*space + 0.004*people + 0.004*treaty + 0.004*national + 0.004*government + 0.004*ive + 0.003*years 2014-07-27 14:25:34,260 : INFO : topic #5 (0.040): 0.009*chinese + 0.007*government + 0.006*legations + 0.005*peking + 0.005*congress + 0.004*imperial + 0.003*china + 0.003*legation + 0.003*people + 0.003*yamen 2014-07-27 14:25:34,269 : INFO : topic #4 (0.040): 0.008*nuclear + 0.006*world + 0.005*people + 0.005*men + 0.005*power + 0.005*great + 0.004*soviet + 0.004*america + 0.004*american + 0.004*test 2014-07-27 14:25:34,273 : INFO : topic diff=0.353639, rho=0.333333 2014-07-27 14:26:03,934 : INFO : -8.474 per-word bound, 355.5 perplexity estimate based on a held-out corpus of 622 documents with 818915 words 2014-07-27 14:26:03,936 : INFO : PROGRESS: pass 9, at document #622/622 2014-07-27 14:26:09,559 : INFO : topic #17 (0.040): 0.010*tax + 0.005*day + 0.005*president + 0.005*american + 0.005*great + 0.004*americans + 0.004*relief + 0.004*today + 0.003*john + 0.003*budget 2014-07-27 14:26:09,565 : INFO : topic #1 (0.040): 0.011*war + 0.009*coal + 0.006*miners + 0.006*men + 0.005*day + 0.005*world + 0.004*country + 0.004*great + 0.004*peace + 0.004*miner 2014-07-27 14:26:09,572 : INFO : topic #13 (0.040): 0.007*beloved + 0.006*rescue + 0.006*people + 0.005*cherokees + 0.004*good + 0.004*iran + 0.004*men + 0.004*states + 0.004*made + 0.004*give 2014-07-27 14:26:09,581 : INFO : topic #14 (0.040): 0.021*president + 0.010*vietnam + 0.010*people + 0.006*made + 0.006*country + 0.006*united + 0.006*time + 0.005*government + 0.005*south + 0.005*states 2014-07-27 14:26:09,588 : INFO : topic #3 (0.040): 0.013*states + 0.012*government + 0.009*united + 0.006*congress + 0.005*great + 0.005*public + 0.005*country + 0.005*made + 0.004*people + 0.004*state 2014-07-27 14:26:09,595 : INFO : topic #6 (0.040): 0.014*world + 0.012*peace + 0.010*people + 0.008*nations + 0.008*united + 0.008*war + 0.006*states + 0.006*american + 0.006*nation + 0.005*america 2014-07-27 14:26:09,602 : INFO : topic #12 (0.040): 0.006*people + 0.006*congress + 0.005*world + 0.005*years + 0.005*american + 0.005*great + 0.004*make + 0.004*business + 0.004*men + 0.004*nation 2014-07-27 14:26:09,611 : INFO : topic #22 (0.040): 0.013*soviet + 0.009*nuclear + 0.009*union + 0.008*arms + 0.008*missiles + 0.006*world + 0.006*soviets + 0.006*people + 0.006*united + 0.006*states 2014-07-27 14:26:09,618 : INFO : topic #19 (0.040): 0.013*president + 0.012*senator + 0.007*kennedy + 0.007*people + 0.006*question + 0.006*years + 0.006*states + 0.005*america + 0.005*uh + 0.005*united 2014-07-27 14:26:09,627 : INFO : topic #8 (0.040): 0.009*today + 0.009*people + 0.008*great + 0.007*world + 0.006*men + 0.006*country + 0.006*life + 0.006*nation + 0.005*time + 0.005*man 2014-07-27 14:26:09,634 : INFO : topic #5 (0.040): 0.009*chinese + 0.007*government + 0.006*legations + 0.005*peking + 0.004*imperial + 0.004*congress + 0.004*china + 0.003*legation + 0.003*yamen + 0.003*american 2014-07-27 14:26:09,641 : INFO : topic #20 (0.040): 0.014*people + 0.007*work + 0.007*government + 0.007*years + 0.007*american + 0.007*america + 0.006*tax + 0.006*congress + 0.006*year + 0.006*make 2014-07-27 14:26:09,650 : INFO : topic #9 (0.040): 0.009*american + 0.009*government + 0.007*states + 0.006*united + 0.006*slavery + 0.006*federal + 0.006*world + 0.005*attack + 0.005*war + 0.005*defense 2014-07-27 14:26:09,657 : INFO : topic #15 (0.040): 0.006*people + 0.006*government + 0.004*national + 0.004*watergate + 0.004*made + 0.004*war + 0.004*present + 0.004*states + 0.004*political + 0.004*american 2014-07-27 14:26:09,664 : INFO : topic #16 (0.040): 0.010*iraq + 0.010*america + 0.007*people + 0.006*nation + 0.006*american + 0.006*men + 0.005*terrorists + 0.005*freedom + 0.005*free + 0.005*life 2014-07-27 14:26:09,670 : INFO : topic diff=0.272729, rho=0.316228 2014-07-27 14:26:38,773 : INFO : -8.464 per-word bound, 353.1 perplexity estimate based on a held-out corpus of 622 documents with 818915 words 2014-07-27 14:26:38,773 : INFO : PROGRESS: pass 10, at document #622/622 2014-07-27 14:26:44,513 : INFO : topic #17 (0.040): 0.010*tax + 0.005*day + 0.005*president + 0.005*great + 0.004*american + 0.004*americans + 0.004*relief + 0.004*today + 0.003*john + 0.003*remember 2014-07-27 14:26:44,519 : INFO : topic #23 (0.040): 0.010*people + 0.005*government + 0.005*rights + 0.005*states + 0.005*time + 0.004*constitution + 0.004*party + 0.004*great + 0.004*union + 0.004*country 2014-07-27 14:26:44,528 : INFO : topic #1 (0.040): 0.011*war + 0.010*coal + 0.007*miners + 0.006*men + 0.005*day + 0.005*world + 0.004*country + 0.004*great + 0.004*peace + 0.004*miner 2014-07-27 14:26:44,536 : INFO : topic #24 (0.040): 0.009*energy + 0.007*people + 0.006*congress + 0.006*years + 0.005*oil + 0.005*world + 0.004*american + 0.004*future + 0.004*government + 0.004*time 2014-07-27 14:26:44,546 : INFO : topic #9 (0.040): 0.009*american + 0.009*government + 0.007*states + 0.006*united + 0.006*slavery + 0.006*federal + 0.006*world + 0.005*attack + 0.005*defense + 0.005*war 2014-07-27 14:26:44,555 : INFO : topic #16 (0.040): 0.010*iraq + 0.010*america + 0.007*people + 0.006*nation + 0.006*men + 0.006*american + 0.005*terrorists + 0.005*freedom + 0.005*free + 0.005*iraqi 2014-07-27 14:26:44,562 : INFO : topic #15 (0.040): 0.006*people + 0.005*government + 0.004*national + 0.004*watergate + 0.004*made + 0.004*war + 0.004*present + 0.004*political + 0.004*states + 0.004*year 2014-07-27 14:26:44,571 : INFO : topic #19 (0.040): 0.014*president + 0.012*senator + 0.007*kennedy + 0.007*people + 0.007*question + 0.006*years + 0.006*states + 0.005*america + 0.005*united + 0.005*uh 2014-07-27 14:26:44,578 : INFO : topic #14 (0.040): 0.021*president + 0.010*vietnam + 0.010*people + 0.006*made + 0.006*country + 0.006*time + 0.006*united + 0.005*south + 0.005*government + 0.005*states 2014-07-27 14:26:44,585 : INFO : topic #6 (0.040): 0.014*world + 0.012*peace + 0.010*people + 0.008*nations + 0.008*united + 0.008*war + 0.006*states + 0.006*nation + 0.006*american + 0.005*america 2014-07-27 14:26:44,594 : INFO : topic #11 (0.040): 0.021*president + 0.008*people + 0.005*time + 0.005*states + 0.004*question + 0.004*congress + 0.004*year + 0.004*made + 0.004*united + 0.004*bill 2014-07-27 14:26:44,601 : INFO : topic #0 (0.040): 0.009*government + 0.008*people + 0.006*central + 0.005*nicaragua + 0.005*men + 0.005*america + 0.004*freedom + 0.004*military + 0.004*mondale + 0.004*country 2014-07-27 14:26:44,608 : INFO : topic #21 (0.040): 0.013*world + 0.010*united + 0.009*states + 0.006*peace + 0.006*people + 0.006*freedom + 0.006*nations + 0.005*country + 0.005*great + 0.005*policy 2014-07-27 14:26:44,615 : INFO : topic #18 (0.040): 0.022*war + 0.009*american + 0.009*forces + 0.008*enemy + 0.008*people + 0.007*men + 0.007*south + 0.007*vietnam + 0.006*japanese + 0.006*fighting 2014-07-27 14:26:44,622 : INFO : topic #10 (0.040): 0.007*statute + 0.005*law + 0.005*states + 0.005*purpose + 0.004*men + 0.004*union + 0.004*people + 0.004*great + 0.004*made + 0.004*united 2014-07-27 14:26:44,628 : INFO : topic diff=0.213335, rho=0.301511 2014-07-27 14:27:14,999 : INFO : -8.456 per-word bound, 351.2 perplexity estimate based on a held-out corpus of 622 documents with 818915 words 2014-07-27 14:27:14,999 : INFO : PROGRESS: pass 11, at document #622/622 2014-07-27 14:27:20,786 : INFO : topic #11 (0.040): 0.021*president + 0.008*people + 0.005*time + 0.005*states + 0.004*question + 0.004*year + 0.004*congress + 0.004*made + 0.004*united + 0.004*bill 2014-07-27 14:27:20,795 : INFO : topic #24 (0.040): 0.009*energy + 0.007*people + 0.006*congress + 0.006*years + 0.005*oil + 0.005*world + 0.004*future + 0.004*american + 0.004*government + 0.004*year 2014-07-27 14:27:20,803 : INFO : topic #16 (0.040): 0.010*iraq + 0.010*america + 0.007*people + 0.006*nation + 0.006*men + 0.006*american + 0.005*terrorists + 0.005*freedom + 0.005*iraqi + 0.005*free 2014-07-27 14:27:20,812 : INFO : topic #15 (0.040): 0.006*people + 0.005*government + 0.004*national + 0.004*watergate + 0.004*made + 0.004*present + 0.004*war + 0.004*political + 0.004*year + 0.003*american 2014-07-27 14:27:20,821 : INFO : topic #21 (0.040): 0.013*world + 0.010*united + 0.009*states + 0.006*peace + 0.006*people + 0.006*freedom + 0.006*nations + 0.005*country + 0.005*great + 0.005*policy 2014-07-27 14:27:20,828 : INFO : topic #14 (0.040): 0.022*president + 0.010*vietnam + 0.010*people + 0.006*made + 0.006*country + 0.006*time + 0.006*united + 0.005*south + 0.005*government + 0.005*states 2014-07-27 14:27:20,836 : INFO : topic #19 (0.040): 0.014*president + 0.013*senator + 0.008*kennedy + 0.007*question + 0.007*people + 0.006*years + 0.006*states + 0.005*america + 0.005*united + 0.005*uh 2014-07-27 14:27:20,845 : INFO : topic #9 (0.040): 0.009*american + 0.009*government + 0.007*states + 0.007*slavery + 0.006*united + 0.006*federal + 0.006*world + 0.005*attack + 0.005*defense + 0.005*war 2014-07-27 14:27:20,852 : INFO : topic #3 (0.040): 0.013*states + 0.012*government + 0.009*united + 0.006*congress + 0.005*great + 0.005*public + 0.005*country + 0.005*made + 0.004*people + 0.004*state 2014-07-27 14:27:20,861 : INFO : topic #22 (0.040): 0.015*soviet + 0.011*nuclear + 0.010*union + 0.008*arms + 0.008*missiles + 0.006*soviets + 0.006*world + 0.006*weapons + 0.006*people + 0.006*united 2014-07-27 14:27:20,868 : INFO : topic #0 (0.040): 0.009*government + 0.008*people + 0.006*central + 0.005*nicaragua + 0.005*america + 0.005*men + 0.004*freedom + 0.004*military + 0.004*mondale + 0.004*country 2014-07-27 14:27:20,875 : INFO : topic #10 (0.040): 0.007*statute + 0.005*law + 0.005*purpose + 0.005*states + 0.004*men + 0.004*union + 0.004*capital + 0.004*people + 0.004*army + 0.004*great 2014-07-27 14:27:20,884 : INFO : topic #23 (0.040): 0.010*people + 0.005*government + 0.005*rights + 0.005*constitution + 0.005*time + 0.004*states + 0.004*party + 0.004*great + 0.004*union + 0.003*country 2014-07-27 14:27:20,891 : INFO : topic #18 (0.040): 0.023*war + 0.009*american + 0.009*forces + 0.008*enemy + 0.008*people + 0.008*men + 0.007*south + 0.007*vietnam + 0.006*japanese + 0.006*fighting 2014-07-27 14:27:20,898 : INFO : topic #2 (0.040): 0.016*people + 0.007*today + 0.007*children + 0.006*years + 0.006*president + 0.005*world + 0.005*work + 0.005*american + 0.005*day + 0.004*time 2014-07-27 14:27:20,904 : INFO : topic diff=0.169255, rho=0.288675 2014-07-27 14:27:51,509 : INFO : -8.450 per-word bound, 349.7 perplexity estimate based on a held-out corpus of 622 documents with 818915 words 2014-07-27 14:27:51,509 : INFO : PROGRESS: pass 12, at document #622/622 2014-07-27 14:27:57,605 : INFO : topic #19 (0.040): 0.014*president + 0.013*senator + 0.008*kennedy + 0.007*question + 0.007*people + 0.006*years + 0.006*states + 0.005*united + 0.005*america + 0.005*uh 2014-07-27 14:27:57,611 : INFO : topic #21 (0.040): 0.014*world + 0.010*united + 0.009*states + 0.006*peace + 0.006*people + 0.006*freedom + 0.006*nations + 0.005*country + 0.005*great + 0.005*policy 2014-07-27 14:27:57,619 : INFO : topic #11 (0.040): 0.021*president + 0.008*people + 0.005*time + 0.005*states + 0.005*question + 0.004*year + 0.004*congress + 0.004*made + 0.004*bill + 0.004*united 2014-07-27 14:27:57,628 : INFO : topic #15 (0.040): 0.006*people + 0.005*government + 0.004*watergate + 0.004*national + 0.004*made + 0.004*present + 0.004*political + 0.004*war + 0.004*year + 0.003*facts 2014-07-27 14:27:57,635 : INFO : topic #8 (0.040): 0.009*today + 0.009*great + 0.008*people + 0.007*world + 0.006*men + 0.006*life + 0.006*country + 0.006*nation + 0.006*man + 0.005*time 2014-07-27 14:27:57,642 : INFO : topic #9 (0.040): 0.009*american + 0.009*government + 0.007*states + 0.007*slavery + 0.006*united + 0.006*federal + 0.006*world + 0.005*attack + 0.005*defense + 0.005*nazi 2014-07-27 14:27:57,651 : INFO : topic #24 (0.040): 0.010*energy + 0.007*people + 0.006*congress + 0.006*years + 0.006*oil + 0.005*world + 0.004*future + 0.004*american + 0.004*government + 0.004*year 2014-07-27 14:27:57,657 : INFO : topic #10 (0.040): 0.007*statute + 0.005*law + 0.005*purpose + 0.005*men + 0.005*states + 0.004*union + 0.004*capital + 0.004*army + 0.004*people + 0.004*made 2014-07-27 14:27:57,664 : INFO : topic #2 (0.040): 0.016*people + 0.007*children + 0.007*today + 0.006*years + 0.006*president + 0.005*world + 0.005*work + 0.005*day + 0.005*american + 0.004*time 2014-07-27 14:27:57,673 : INFO : topic #17 (0.040): 0.010*tax + 0.005*day + 0.005*president + 0.005*great + 0.004*relief + 0.004*americans + 0.004*american + 0.004*today + 0.004*john + 0.003*remember 2014-07-27 14:27:57,680 : INFO : topic #12 (0.040): 0.006*people + 0.006*congress + 0.005*business + 0.005*world + 0.005*years + 0.005*great + 0.005*american + 0.005*men + 0.005*make + 0.004*nation 2014-07-27 14:27:57,687 : INFO : topic #4 (0.040): 0.008*nuclear + 0.006*world + 0.005*men + 0.005*people + 0.005*power + 0.005*great + 0.005*soviet + 0.004*america + 0.004*test + 0.004*american 2014-07-27 14:27:57,694 : INFO : topic #14 (0.040): 0.022*president + 0.011*vietnam + 0.010*people + 0.006*made + 0.006*country + 0.006*time + 0.006*south + 0.005*united + 0.005*government + 0.005*states 2014-07-27 14:27:57,703 : INFO : topic #7 (0.040): 0.010*president + 0.005*space + 0.005*united + 0.004*states + 0.004*national + 0.004*treaty + 0.004*ive + 0.004*people + 0.004*iran + 0.003*years 2014-07-27 14:27:57,711 : INFO : topic #20 (0.040): 0.014*people + 0.007*government + 0.007*work + 0.007*years + 0.007*america + 0.007*american + 0.007*tax + 0.007*year + 0.006*congress + 0.006*make 2014-07-27 14:27:57,717 : INFO : topic diff=0.136146, rho=0.277350 2014-07-27 14:28:27,499 : INFO : -8.445 per-word bound, 348.4 perplexity estimate based on a held-out corpus of 622 documents with 818915 words 2014-07-27 14:28:27,499 : INFO : PROGRESS: pass 13, at document #622/622 2014-07-27 14:28:33,286 : INFO : topic #12 (0.040): 0.006*people + 0.006*congress + 0.005*business + 0.005*world + 0.005*years + 0.005*great + 0.005*american + 0.005*men + 0.005*make + 0.005*government 2014-07-27 14:28:33,295 : INFO : topic #17 (0.040): 0.009*tax + 0.005*day + 0.005*president + 0.005*great + 0.004*relief + 0.004*americans + 0.004*american + 0.004*today + 0.004*john + 0.003*remember 2014-07-27 14:28:33,302 : INFO : topic #4 (0.040): 0.008*nuclear + 0.006*world + 0.005*men + 0.005*people + 0.005*power + 0.005*great + 0.005*soviet + 0.004*america + 0.004*test + 0.004*american 2014-07-27 14:28:33,311 : INFO : topic #21 (0.040): 0.014*world + 0.010*united + 0.009*states + 0.006*people + 0.006*freedom + 0.006*peace + 0.006*nations + 0.005*country + 0.005*great + 0.005*policy 2014-07-27 14:28:33,319 : INFO : topic #16 (0.040): 0.011*iraq + 0.010*america + 0.007*people + 0.006*nation + 0.006*men + 0.006*american + 0.006*terrorists + 0.005*freedom + 0.005*iraqi + 0.005*free 2014-07-27 14:28:33,326 : INFO : topic #15 (0.040): 0.006*people + 0.005*government + 0.005*watergate + 0.004*national + 0.004*made + 0.004*political + 0.004*present + 0.004*war + 0.004*year + 0.004*facts 2014-07-27 14:28:33,334 : INFO : topic #24 (0.040): 0.010*energy + 0.007*people + 0.006*congress + 0.006*oil + 0.006*years + 0.004*world + 0.004*future + 0.004*american + 0.004*government + 0.004*year 2014-07-27 14:28:33,342 : INFO : topic #13 (0.040): 0.007*beloved + 0.007*rescue + 0.006*people + 0.005*cherokees + 0.005*good + 0.004*men + 0.004*iran + 0.004*give + 0.004*made + 0.004*states 2014-07-27 14:28:33,348 : INFO : topic #14 (0.040): 0.023*president + 0.011*vietnam + 0.010*people + 0.006*made + 0.006*country + 0.006*time + 0.006*south + 0.005*united + 0.005*government + 0.005*states 2014-07-27 14:28:33,357 : INFO : topic #7 (0.040): 0.010*president + 0.005*space + 0.004*united + 0.004*national + 0.004*states + 0.004*treaty + 0.004*ive + 0.004*iran + 0.004*people + 0.003*years 2014-07-27 14:28:33,364 : INFO : topic #8 (0.040): 0.009*today + 0.009*great + 0.008*people + 0.007*world + 0.006*men + 0.006*life + 0.006*country + 0.006*nation + 0.006*man + 0.005*time 2014-07-27 14:28:33,371 : INFO : topic #11 (0.040): 0.021*president + 0.008*people + 0.005*time + 0.005*states + 0.005*question + 0.004*year + 0.004*congress + 0.004*made + 0.004*bill + 0.004*united 2014-07-27 14:28:33,378 : INFO : topic #23 (0.040): 0.010*people + 0.005*rights + 0.005*government + 0.005*constitution + 0.005*party + 0.004*time + 0.004*states + 0.004*great + 0.004*union + 0.003*national 2014-07-27 14:28:33,385 : INFO : topic #18 (0.040): 0.026*war + 0.010*forces + 0.010*american + 0.009*enemy + 0.008*men + 0.008*people + 0.007*south + 0.007*fighting + 0.007*vietnam + 0.006*japanese 2014-07-27 14:28:33,392 : INFO : topic #10 (0.040): 0.007*statute + 0.005*law + 0.005*purpose + 0.005*men + 0.004*states + 0.004*union + 0.004*capital + 0.004*army + 0.004*people + 0.004*made 2014-07-27 14:28:33,398 : INFO : topic diff=0.110991, rho=0.267261 2014-07-27 14:29:03,082 : INFO : -8.440 per-word bound, 347.3 perplexity estimate based on a held-out corpus of 622 documents with 818915 words 2014-07-27 14:29:03,082 : INFO : PROGRESS: pass 14, at document #622/622 2014-07-27 14:29:08,836 : INFO : topic #10 (0.040): 0.008*statute + 0.006*law + 0.005*purpose + 0.005*men + 0.004*union + 0.004*states + 0.004*capital + 0.004*army + 0.004*company + 0.004*made 2014-07-27 14:29:08,845 : INFO : topic #3 (0.040): 0.013*states + 0.012*government + 0.009*united + 0.006*congress + 0.005*great + 0.005*public + 0.005*country + 0.005*made + 0.004*people + 0.004*state 2014-07-27 14:29:08,854 : INFO : topic #23 (0.040): 0.010*people + 0.006*rights + 0.005*constitution + 0.005*government + 0.005*party + 0.004*time + 0.004*states + 0.004*union + 0.004*great + 0.003*national 2014-07-27 14:29:08,861 : INFO : topic #0 (0.040): 0.009*government + 0.008*people + 0.006*central + 0.006*nicaragua + 0.005*mondale + 0.005*america + 0.005*military + 0.004*freedom + 0.004*men + 0.004*country 2014-07-27 14:29:08,868 : INFO : topic #24 (0.040): 0.010*energy + 0.007*people + 0.006*congress + 0.006*oil + 0.006*years + 0.004*future + 0.004*world + 0.004*american + 0.004*year + 0.004*government 2014-07-27 14:29:08,875 : INFO : topic #6 (0.040): 0.014*world + 0.012*peace + 0.010*people + 0.009*nations + 0.008*united + 0.008*war + 0.006*states + 0.006*nation + 0.006*american + 0.005*america 2014-07-27 14:29:08,884 : INFO : topic #17 (0.040): 0.009*tax + 0.005*day + 0.005*president + 0.005*great + 0.005*relief + 0.004*americans + 0.004*american + 0.004*today + 0.004*john + 0.003*remember 2014-07-27 14:29:08,891 : INFO : topic #16 (0.040): 0.011*iraq + 0.010*america + 0.007*people + 0.006*nation + 0.006*men + 0.006*american + 0.006*terrorists + 0.005*freedom + 0.005*iraqi + 0.005*free 2014-07-27 14:29:08,898 : INFO : topic #22 (0.040): 0.018*soviet + 0.012*nuclear + 0.011*union + 0.009*arms + 0.009*missiles + 0.007*soviets + 0.007*weapons + 0.006*world + 0.006*treaty + 0.006*gorbachev 2014-07-27 14:29:08,907 : INFO : topic #5 (0.040): 0.011*chinese + 0.007*legations + 0.006*peking + 0.005*imperial + 0.005*china + 0.005*government + 0.004*legation + 0.003*yamen + 0.003*foreigners + 0.003*boxers 2014-07-27 14:29:08,915 : INFO : topic #11 (0.040): 0.021*president + 0.008*people + 0.005*time + 0.005*states + 0.005*question + 0.004*year + 0.004*congress + 0.004*bill + 0.004*made + 0.004*united 2014-07-27 14:29:08,924 : INFO : topic #12 (0.040): 0.006*people + 0.006*congress + 0.006*business + 0.005*world + 0.005*great + 0.005*years + 0.005*american + 0.005*men + 0.005*government + 0.005*national 2014-07-27 14:29:08,930 : INFO : topic #7 (0.040): 0.009*president + 0.005*space + 0.004*national + 0.004*united + 0.004*treaty + 0.004*states + 0.004*iran + 0.004*ive + 0.004*people + 0.003*years 2014-07-27 14:29:08,938 : INFO : topic #21 (0.040): 0.014*world + 0.010*united + 0.009*states + 0.006*freedom + 0.006*people + 0.006*peace + 0.006*nations + 0.005*country + 0.005*great + 0.005*policy 2014-07-27 14:29:08,947 : INFO : topic #19 (0.040): 0.015*president + 0.013*senator + 0.008*kennedy + 0.008*question + 0.006*years + 0.006*people + 0.006*states + 0.006*united + 0.005*america + 0.005*uh 2014-07-27 14:29:08,951 : INFO : topic diff=0.091672, rho=0.258199 2014-07-27 14:29:38,788 : INFO : -8.436 per-word bound, 346.4 perplexity estimate based on a held-out corpus of 622 documents with 818915 words 2014-07-27 14:29:38,788 : INFO : PROGRESS: pass 15, at document #622/622 2014-07-27 14:29:44,921 : INFO : topic #8 (0.040): 0.009*today + 0.009*great + 0.008*people + 0.007*world + 0.007*men + 0.006*life + 0.006*country + 0.006*man + 0.006*nation + 0.005*time 2014-07-27 14:29:44,928 : INFO : topic #15 (0.040): 0.006*people + 0.005*government + 0.005*watergate + 0.004*national + 0.004*made + 0.004*political + 0.004*present + 0.004*war + 0.004*year + 0.004*facts 2014-07-27 14:29:44,936 : INFO : topic #7 (0.040): 0.009*president + 0.006*space + 0.004*national + 0.004*united + 0.004*treaty + 0.004*iran + 0.004*ive + 0.004*states + 0.004*people + 0.003*years 2014-07-27 14:29:44,944 : INFO : topic #5 (0.040): 0.011*chinese + 0.007*legations + 0.006*peking + 0.005*imperial + 0.005*china + 0.004*legation + 0.004*government + 0.003*yamen + 0.003*foreigners + 0.003*boxers 2014-07-27 14:29:44,953 : INFO : topic #21 (0.040): 0.014*world + 0.011*united + 0.009*states + 0.006*freedom + 0.006*people + 0.006*peace + 0.006*nations + 0.006*country + 0.005*great + 0.005*policy 2014-07-27 14:29:44,963 : INFO : topic #9 (0.040): 0.009*government + 0.009*american + 0.008*slavery + 0.007*states + 0.006*united + 0.006*federal + 0.005*world + 0.005*attack + 0.005*defense + 0.005*nazi 2014-07-27 14:29:44,970 : INFO : topic #13 (0.040): 0.007*beloved + 0.007*rescue + 0.006*people + 0.005*cherokees + 0.005*good + 0.005*men + 0.004*iran + 0.004*give + 0.004*made + 0.004*nation 2014-07-27 14:29:44,979 : INFO : topic #22 (0.040): 0.019*soviet + 0.013*nuclear + 0.011*union + 0.009*arms + 0.009*missiles + 0.007*soviets + 0.007*weapons + 0.006*treaty + 0.006*world + 0.006*gorbachev 2014-07-27 14:29:44,986 : INFO : topic #17 (0.040): 0.009*tax + 0.006*day + 0.005*president + 0.005*great + 0.005*relief + 0.004*americans + 0.004*american + 0.004*today + 0.004*john + 0.004*remember 2014-07-27 14:29:44,993 : INFO : topic #3 (0.040): 0.013*states + 0.012*government + 0.010*united + 0.006*congress + 0.005*great + 0.005*public + 0.005*country + 0.005*made + 0.004*people + 0.004*state 2014-07-27 14:29:45,000 : INFO : topic #0 (0.040): 0.009*government + 0.008*people + 0.006*central + 0.006*nicaragua + 0.005*mondale + 0.005*america + 0.005*military + 0.004*freedom + 0.004*men + 0.004*country 2014-07-27 14:29:45,007 : INFO : topic #4 (0.040): 0.008*nuclear + 0.006*world + 0.005*men + 0.005*people + 0.005*power + 0.005*great + 0.005*soviet + 0.004*america + 0.004*test + 0.004*american 2014-07-27 14:29:45,015 : INFO : topic #14 (0.040): 0.023*president + 0.011*vietnam + 0.010*people + 0.006*made + 0.006*country + 0.006*time + 0.006*south + 0.005*united + 0.005*government + 0.005*states 2014-07-27 14:29:45,022 : INFO : topic #16 (0.040): 0.011*iraq + 0.010*america + 0.007*people + 0.006*nation + 0.006*men + 0.006*american + 0.006*terrorists + 0.005*freedom + 0.005*iraqi + 0.005*free 2014-07-27 14:29:45,029 : INFO : topic #19 (0.040): 0.015*president + 0.013*senator + 0.008*kennedy + 0.008*question + 0.006*states + 0.006*years + 0.006*people + 0.006*united + 0.005*america + 0.005*uh 2014-07-27 14:29:45,033 : INFO : topic diff=0.076722, rho=0.250000 2014-07-27 14:30:14,881 : INFO : -8.433 per-word bound, 345.6 perplexity estimate based on a held-out corpus of 622 documents with 818915 words 2014-07-27 14:30:14,881 : INFO : PROGRESS: pass 16, at document #622/622 2014-07-27 14:30:20,628 : INFO : topic #17 (0.040): 0.009*tax + 0.006*day + 0.005*president + 0.005*great + 0.005*relief + 0.004*americans + 0.004*american + 0.004*today + 0.004*john + 0.004*remember 2014-07-27 14:30:20,635 : INFO : topic #8 (0.040): 0.009*today + 0.009*great + 0.008*people + 0.007*world + 0.007*men + 0.006*life + 0.006*man + 0.006*country + 0.006*nation + 0.005*time 2014-07-27 14:30:20,642 : INFO : topic #23 (0.040): 0.010*people + 0.006*rights + 0.005*constitution + 0.005*government + 0.005*party + 0.004*time + 0.004*union + 0.004*states + 0.004*great + 0.003*law 2014-07-27 14:30:20,651 : INFO : topic #22 (0.040): 0.019*soviet + 0.013*nuclear + 0.011*union + 0.009*arms + 0.009*missiles + 0.007*soviets + 0.007*weapons + 0.007*treaty + 0.006*world + 0.006*gorbachev 2014-07-27 14:30:20,658 : INFO : topic #1 (0.040): 0.011*coal + 0.010*war + 0.007*miners + 0.006*men + 0.005*day + 0.004*miner + 0.004*world + 0.004*mine + 0.004*great + 0.004*country 2014-07-27 14:30:20,668 : INFO : topic #6 (0.040): 0.014*world + 0.013*peace + 0.010*people + 0.009*nations + 0.008*united + 0.007*war + 0.006*states + 0.006*nation + 0.006*american + 0.005*america 2014-07-27 14:30:20,677 : INFO : topic #16 (0.040): 0.011*iraq + 0.011*america + 0.007*people + 0.006*nation + 0.006*men + 0.006*american + 0.006*terrorists + 0.005*iraqi + 0.005*freedom + 0.005*free 2014-07-27 14:30:20,687 : INFO : topic #24 (0.040): 0.011*energy + 0.007*people + 0.007*congress + 0.007*oil + 0.006*years + 0.004*future + 0.004*american + 0.004*world + 0.004*year + 0.004*government 2014-07-27 14:30:20,696 : INFO : topic #3 (0.040): 0.013*states + 0.012*government + 0.010*united + 0.006*congress + 0.005*great + 0.005*public + 0.005*country + 0.005*made + 0.004*people + 0.004*state 2014-07-27 14:30:20,703 : INFO : topic #20 (0.040): 0.014*people + 0.007*government + 0.007*america + 0.007*years + 0.007*work + 0.007*tax + 0.007*american + 0.007*year + 0.007*congress + 0.006*make 2014-07-27 14:30:20,710 : INFO : topic #7 (0.040): 0.009*president + 0.006*space + 0.004*national + 0.004*iran + 0.004*ive + 0.004*treaty + 0.004*united + 0.004*states + 0.004*people + 0.003*years 2014-07-27 14:30:20,719 : INFO : topic #21 (0.040): 0.014*world + 0.011*united + 0.009*states + 0.006*freedom + 0.006*people + 0.006*peace + 0.006*country + 0.006*nations + 0.005*great + 0.005*policy 2014-07-27 14:30:20,726 : INFO : topic #19 (0.040): 0.016*president + 0.013*senator + 0.008*kennedy + 0.008*question + 0.007*states + 0.006*years + 0.006*people + 0.006*united + 0.005*america + 0.005*uh 2014-07-27 14:30:20,733 : INFO : topic #10 (0.040): 0.008*statute + 0.006*law + 0.005*purpose + 0.005*men + 0.005*union + 0.004*states + 0.004*capital + 0.004*army + 0.004*combinations + 0.004*company 2014-07-27 14:30:20,742 : INFO : topic #11 (0.040): 0.021*president + 0.008*people + 0.005*states + 0.005*time + 0.005*question + 0.004*year + 0.004*congress + 0.004*bill + 0.004*made + 0.004*united 2014-07-27 14:30:20,746 : INFO : topic diff=0.065049, rho=0.242536 2014-07-27 14:30:53,072 : INFO : -8.430 per-word bound, 344.9 perplexity estimate based on a held-out corpus of 622 documents with 818915 words 2014-07-27 14:30:53,072 : INFO : PROGRESS: pass 17, at document #622/622 2014-07-27 14:30:59,042 : INFO : topic #24 (0.040): 0.011*energy + 0.007*people + 0.007*oil + 0.007*congress + 0.006*years + 0.004*future + 0.004*american + 0.004*world + 0.004*year + 0.004*government 2014-07-27 14:30:59,049 : INFO : topic #13 (0.040): 0.007*beloved + 0.007*rescue + 0.006*people + 0.005*cherokees + 0.005*good + 0.005*men + 0.004*iran + 0.004*give + 0.004*nation + 0.004*made 2014-07-27 14:30:59,058 : INFO : topic #14 (0.040): 0.024*president + 0.011*vietnam + 0.010*people + 0.006*made + 0.006*south + 0.006*time + 0.006*country + 0.005*united + 0.005*government + 0.004*states 2014-07-27 14:30:59,065 : INFO : topic #17 (0.040): 0.009*tax + 0.006*day + 0.005*president + 0.005*great + 0.005*relief + 0.004*americans + 0.004*american + 0.004*today + 0.004*john + 0.004*remember 2014-07-27 14:30:59,073 : INFO : topic #15 (0.040): 0.006*people + 0.005*government + 0.005*watergate + 0.004*national + 0.004*made + 0.004*political + 0.004*present + 0.004*facts + 0.004*year + 0.004*war 2014-07-27 14:30:59,081 : INFO : topic #1 (0.040): 0.012*coal + 0.009*war + 0.007*miners + 0.006*men + 0.005*day + 0.004*miner + 0.004*mine + 0.004*world + 0.004*board + 0.004*great 2014-07-27 14:30:59,088 : INFO : topic #8 (0.040): 0.009*today + 0.009*great + 0.008*people + 0.007*world + 0.007*men + 0.006*life + 0.006*man + 0.006*country + 0.006*nation + 0.005*time 2014-07-27 14:30:59,095 : INFO : topic #23 (0.040): 0.010*people + 0.006*rights + 0.005*constitution + 0.005*party + 0.005*government + 0.004*time + 0.004*union + 0.004*states + 0.004*great + 0.004*law 2014-07-27 14:30:59,105 : INFO : topic #11 (0.040): 0.020*president + 0.008*people + 0.005*states + 0.005*time + 0.005*question + 0.004*year + 0.004*congress + 0.004*bill + 0.004*made + 0.004*state 2014-07-27 14:30:59,112 : INFO : topic #20 (0.040): 0.014*people + 0.007*government + 0.007*america + 0.007*years + 0.007*work + 0.007*tax + 0.007*american + 0.007*year + 0.007*congress + 0.006*americans 2014-07-27 14:30:59,121 : INFO : topic #7 (0.040): 0.009*president + 0.006*space + 0.004*national + 0.004*iran + 0.004*ive + 0.004*treaty + 0.004*united + 0.004*states + 0.004*people + 0.003*years 2014-07-27 14:30:59,131 : INFO : topic #3 (0.040): 0.013*states + 0.012*government + 0.010*united + 0.006*congress + 0.005*great + 0.005*public + 0.005*country + 0.005*made + 0.004*people + 0.004*state 2014-07-27 14:30:59,141 : INFO : topic #2 (0.040): 0.017*people + 0.008*children + 0.008*today + 0.006*years + 0.005*president + 0.005*day + 0.005*work + 0.005*world + 0.005*time + 0.004*american 2014-07-27 14:30:59,151 : INFO : topic #16 (0.040): 0.012*iraq + 0.011*america + 0.007*people + 0.006*nation + 0.006*men + 0.006*american + 0.006*terrorists + 0.005*iraqi + 0.005*freedom + 0.005*free 2014-07-27 14:30:59,160 : INFO : topic #6 (0.040): 0.014*world + 0.013*peace + 0.010*people + 0.009*nations + 0.008*united + 0.007*war + 0.006*states + 0.006*nation + 0.006*american + 0.005*america 2014-07-27 14:30:59,164 : INFO : topic diff=0.055853, rho=0.235702 2014-07-27 14:31:28,970 : INFO : -8.427 per-word bound, 344.3 perplexity estimate based on a held-out corpus of 622 documents with 818915 words 2014-07-27 14:31:28,970 : INFO : PROGRESS: pass 18, at document #622/622 2014-07-27 14:31:34,645 : INFO : topic #24 (0.040): 0.011*energy + 0.007*oil + 0.007*people + 0.007*congress + 0.006*years + 0.004*future + 0.004*american + 0.004*world + 0.004*year + 0.004*government 2014-07-27 14:31:34,654 : INFO : topic #9 (0.040): 0.010*government + 0.009*american + 0.008*slavery + 0.007*states + 0.006*federal + 0.006*united + 0.005*world + 0.005*attack + 0.005*defense + 0.005*nazi 2014-07-27 14:31:34,661 : INFO : topic #14 (0.040): 0.024*president + 0.012*vietnam + 0.010*people + 0.006*made + 0.006*south + 0.006*time + 0.006*country + 0.005*united + 0.005*government + 0.004*states 2014-07-27 14:31:34,668 : INFO : topic #11 (0.040): 0.020*president + 0.007*people + 0.005*states + 0.005*time + 0.005*question + 0.004*year + 0.004*congress + 0.004*bill + 0.004*made + 0.004*state 2014-07-27 14:31:34,676 : INFO : topic #1 (0.040): 0.012*coal + 0.009*war + 0.008*miners + 0.006*men + 0.005*day + 0.004*miner + 0.004*mine + 0.004*board + 0.004*country + 0.004*great 2014-07-27 14:31:34,684 : INFO : topic #22 (0.040): 0.021*soviet + 0.014*nuclear + 0.012*union + 0.009*arms + 0.009*missiles + 0.008*weapons + 0.007*soviets + 0.007*treaty + 0.006*world + 0.006*gorbachev 2014-07-27 14:31:34,690 : INFO : topic #5 (0.040): 0.011*chinese + 0.007*legations + 0.006*peking + 0.006*imperial + 0.005*china + 0.004*legation + 0.004*yamen + 0.003*government + 0.003*foreigners + 0.003*boxers 2014-07-27 14:31:34,698 : INFO : topic #4 (0.040): 0.008*nuclear + 0.006*world + 0.005*men + 0.005*people + 0.005*power + 0.005*soviet + 0.005*great + 0.004*america + 0.004*test + 0.004*american 2014-07-27 14:31:34,707 : INFO : topic #19 (0.040): 0.016*president + 0.013*senator + 0.008*kennedy + 0.008*question + 0.007*states + 0.007*years + 0.006*people + 0.006*united + 0.005*america + 0.005*nixon 2014-07-27 14:31:34,714 : INFO : topic #23 (0.040): 0.010*people + 0.006*rights + 0.005*constitution + 0.005*party + 0.005*government + 0.004*time + 0.004*union + 0.004*states + 0.004*great + 0.004*law 2014-07-27 14:31:34,723 : INFO : topic #8 (0.040): 0.009*today + 0.009*great + 0.008*people + 0.007*world + 0.007*men + 0.006*life + 0.006*man + 0.006*country + 0.006*nation + 0.005*time 2014-07-27 14:31:34,732 : INFO : topic #12 (0.040): 0.006*people + 0.006*congress + 0.006*business + 0.005*great + 0.005*world + 0.005*government + 0.005*national + 0.005*years + 0.005*american + 0.005*men 2014-07-27 14:31:34,740 : INFO : topic #2 (0.040): 0.017*people + 0.009*children + 0.008*today + 0.006*years + 0.005*day + 0.005*president + 0.005*work + 0.005*world + 0.005*time + 0.004*good 2014-07-27 14:31:34,749 : INFO : topic #20 (0.040): 0.014*people + 0.008*government + 0.007*america + 0.007*years + 0.007*work + 0.007*tax + 0.007*american + 0.007*year + 0.007*congress + 0.006*americans 2014-07-27 14:31:34,756 : INFO : topic #18 (0.040): 0.029*war + 0.011*forces + 0.010*american + 0.010*enemy + 0.009*men + 0.008*fighting + 0.008*people + 0.007*south + 0.006*japanese + 0.006*vietnam 2014-07-27 14:31:34,760 : INFO : topic diff=0.048540, rho=0.229416 2014-07-27 14:32:06,084 : INFO : -8.425 per-word bound, 343.7 perplexity estimate based on a held-out corpus of 622 documents with 818915 words 2014-07-27 14:32:06,084 : INFO : PROGRESS: pass 19, at document #622/622 2014-07-27 14:32:12,303 : INFO : topic #14 (0.040): 0.024*president + 0.012*vietnam + 0.010*people + 0.006*made + 0.006*south + 0.006*time + 0.006*country + 0.005*united + 0.005*government + 0.004*states 2014-07-27 14:32:12,312 : INFO : topic #20 (0.040): 0.014*people + 0.008*government + 0.007*america + 0.007*years + 0.007*work + 0.007*tax + 0.007*american + 0.007*year + 0.007*congress + 0.006*americans 2014-07-27 14:32:12,319 : INFO : topic #10 (0.040): 0.008*statute + 0.006*law + 0.005*purpose + 0.005*men + 0.005*union + 0.004*combinations + 0.004*capital + 0.004*states + 0.004*army + 0.004*company 2014-07-27 14:32:12,326 : INFO : topic #13 (0.040): 0.007*beloved + 0.007*rescue + 0.006*people + 0.005*cherokees + 0.005*good + 0.005*men + 0.004*iran + 0.004*give + 0.004*nation + 0.004*operation 2014-07-27 14:32:12,335 : INFO : topic #12 (0.040): 0.006*people + 0.006*congress + 0.006*business + 0.005*great + 0.005*government + 0.005*national + 0.005*world + 0.005*years + 0.005*american + 0.005*men 2014-07-27 14:32:12,342 : INFO : topic #3 (0.040): 0.013*states + 0.012*government + 0.010*united + 0.006*congress + 0.005*great + 0.005*country + 0.005*public + 0.005*made + 0.004*people + 0.004*state 2014-07-27 14:32:12,351 : INFO : topic #22 (0.040): 0.021*soviet + 0.014*nuclear + 0.012*union + 0.009*arms + 0.009*missiles + 0.008*weapons + 0.008*soviets + 0.007*treaty + 0.006*world + 0.006*gorbachev 2014-07-27 14:32:12,358 : INFO : topic #9 (0.040): 0.010*government + 0.009*american + 0.008*slavery + 0.007*states + 0.006*federal + 0.006*united + 0.005*world + 0.005*attack + 0.005*defense + 0.005*nazi 2014-07-27 14:32:12,367 : INFO : topic #18 (0.040): 0.029*war + 0.011*forces + 0.010*american + 0.010*enemy + 0.009*men + 0.008*fighting + 0.008*people + 0.007*south + 0.006*japanese + 0.006*vietnam 2014-07-27 14:32:12,375 : INFO : topic #7 (0.040): 0.009*president + 0.006*space + 0.004*national + 0.004*iran + 0.004*ive + 0.004*treaty + 0.003*united + 0.003*people + 0.003*im + 0.003*years 2014-07-27 14:32:12,382 : INFO : topic #17 (0.040): 0.008*tax + 0.006*day + 0.005*president + 0.005*great + 0.005*relief + 0.004*americans + 0.004*american + 0.004*today + 0.004*john + 0.004*remember 2014-07-27 14:32:12,391 : INFO : topic #5 (0.040): 0.011*chinese + 0.007*legations + 0.006*peking + 0.006*imperial + 0.005*china + 0.004*legation + 0.004*yamen + 0.003*foreigners + 0.003*government + 0.003*boxers 2014-07-27 14:32:12,398 : INFO : topic #19 (0.040): 0.016*president + 0.013*senator + 0.008*question + 0.008*kennedy + 0.007*states + 0.007*years + 0.006*people + 0.006*united + 0.005*nixon + 0.005*america 2014-07-27 14:32:12,407 : INFO : topic #16 (0.040): 0.012*iraq + 0.011*america + 0.007*people + 0.006*nation + 0.006*men + 0.006*terrorists + 0.006*american + 0.006*iraqi + 0.005*freedom + 0.005*free 2014-07-27 14:32:12,415 : INFO : topic #8 (0.040): 0.009*today + 0.009*great + 0.008*people + 0.007*men + 0.007*world + 0.006*life + 0.006*man + 0.006*country + 0.006*nation + 0.005*time 2014-07-27 14:32:12,421 : INFO : topic diff=0.042669, rho=0.223607 Topic # 0 0.009*government + 0.008*people + 0.007*central + 0.006*nicaragua + 0.005*mondale + 0.005*military + 0.005*america + 0.004*freedom + 0.004*el + 0.004*country + 0.004*men + 0.004*security + 0.004*salvador + 0.004*today + 0.004*states + 0.004*president + 0.003*force + 0.003*economic + 0.003*political + 0.003*united Topic # 1 0.012*coal + 0.009*war + 0.008*miners + 0.006*men + 0.005*day + 0.005*miner + 0.004*mine + 0.004*board + 0.004*country + 0.004*great + 0.003*world + 0.003*sons + 0.003*peace + 0.003*workers + 0.003*mining + 0.003*mines + 0.002*fellow + 0.002*responsibilities + 0.002*died + 0.002*end Topic # 2 0.017*people + 0.009*children + 0.008*today + 0.006*years + 0.005*day + 0.005*work + 0.005*president + 0.005*world + 0.005*time + 0.004*good + 0.004*american + 0.004*church + 0.004*live + 0.004*mondale + 0.004*faith + 0.004*freedom + 0.003*great + 0.003*make + 0.003*place + 0.003*life Topic # 3 0.013*states + 0.012*government + 0.010*united + 0.006*congress + 0.005*great + 0.005*country + 0.005*public + 0.005*made + 0.004*people + 0.004*state + 0.004*citizens + 0.003*year + 0.003*present + 0.003*time + 0.003*power + 0.003*war + 0.003*part + 0.003*foreign + 0.003*law + 0.003*treaty Topic # 4 0.008*nuclear + 0.006*world + 0.005*men + 0.005*people + 0.005*power + 0.005*soviet + 0.005*great + 0.004*america + 0.004*test + 0.004*american + 0.004*religious + 0.004*continue + 0.003*peace + 0.003*government + 0.003*work + 0.003*states + 0.003*good + 0.003*communist + 0.003*danger + 0.003*president Topic # 5 0.011*chinese + 0.007*legations + 0.006*peking + 0.006*imperial + 0.005*china + 0.004*legation + 0.004*yamen + 0.003*foreigners + 0.003*government + 0.003*boxers + 0.003*antiforeign + 0.003*tsungli + 0.003*blows + 0.003*demanded + 0.002*provinces + 0.002*movement + 0.002*primaries + 0.002*exhibits + 0.002*92nd + 0.002*1899 Topic # 6 0.015*world + 0.013*peace + 0.010*people + 0.009*nations + 0.008*united + 0.007*war + 0.006*nation + 0.006*states + 0.006*american + 0.005*america + 0.005*freedom + 0.005*years + 0.005*great + 0.004*time + 0.004*government + 0.004*today + 0.004*free + 0.003*country + 0.003*security + 0.003*soviet Topic # 7 0.009*president + 0.006*space + 0.004*national + 0.004*iran + 0.004*ive + 0.004*treaty + 0.003*united + 0.003*people + 0.003*im + 0.003*years + 0.003*states + 0.003*nafta + 0.003*policy + 0.003*great + 0.003*world + 0.003*security + 0.003*weve + 0.003*staff + 0.003*administration + 0.002*board Topic # 8 0.009*today + 0.009*great + 0.008*people + 0.007*men + 0.007*world + 0.006*life + 0.006*man + 0.006*country + 0.006*nation + 0.005*time + 0.005*years + 0.004*day + 0.004*university + 0.004*america + 0.004*society + 0.004*government + 0.004*free + 0.003*educated + 0.003*honor + 0.003*americans Topic # 9 0.010*government + 0.009*american + 0.008*slavery + 0.007*states + 0.006*federal + 0.006*united + 0.005*world + 0.005*attack + 0.005*defense + 0.005*nazi + 0.004*constitution + 0.004*german + 0.004*question + 0.004*war + 0.004*control + 0.004*ships + 0.004*people + 0.004*affirmative + 0.004*congress + 0.003*time Topic # 10 0.008*statute + 0.006*law + 0.005*purpose + 0.005*men + 0.005*union + 0.004*combinations + 0.004*capital + 0.004*states + 0.004*army + 0.004*company + 0.004*companies + 0.004*made + 0.004*business + 0.004*great + 0.004*people + 0.004*combination + 0.004*united + 0.004*tobacco + 0.003*antitrust + 0.003*corporations Topic # 11 0.020*president + 0.007*people + 0.005*states + 0.005*question + 0.005*time + 0.004*year + 0.004*congress + 0.004*bill + 0.004*state + 0.004*made + 0.004*united + 0.004*slavery + 0.004*decision + 0.003*house + 0.003*constitution + 0.003*problem + 0.003*prices + 0.003*today + 0.003*point + 0.003*make Topic # 12 0.006*people + 0.006*congress + 0.006*business + 0.005*great + 0.005*government + 0.005*national + 0.005*world + 0.005*years + 0.005*american + 0.005*men + 0.005*make + 0.005*nation + 0.005*country + 0.005*law + 0.004*work + 0.004*labor + 0.004*year + 0.004*federal + 0.004*time + 0.003*economic Topic # 13 0.007*beloved + 0.007*rescue + 0.006*people + 0.005*cherokees + 0.005*good + 0.005*men + 0.004*iran + 0.004*give + 0.004*nation + 0.004*operation + 0.004*made + 0.004*states + 0.004*united + 0.003*agent + 0.003*lands + 0.002*indian + 0.002*man + 0.002*advice + 0.002*nations + 0.002*great Topic # 14 0.024*president + 0.012*vietnam + 0.010*people + 0.006*made + 0.006*south + 0.006*time + 0.006*country + 0.005*united + 0.005*government + 0.004*states + 0.004*congress + 0.004*american + 0.004*general + 0.004*secretary + 0.004*make + 0.004*good + 0.004*military + 0.003*action + 0.003*hope + 0.003*war Topic # 15 0.006*people + 0.005*watergate + 0.005*government + 0.004*national + 0.004*made + 0.004*political + 0.004*present + 0.004*facts + 0.004*year + 0.004*war + 0.003*matter + 0.003*time + 0.003*great + 0.003*american + 0.003*make + 0.003*house + 0.003*case + 0.003*president + 0.003*greece + 0.003*america Topic # 16 0.012*iraq + 0.011*america + 0.007*people + 0.006*nation + 0.006*men + 0.006*terrorists + 0.006*american + 0.006*iraqi + 0.005*freedom + 0.005*free + 0.005*life + 0.004*great + 0.004*women + 0.004*forces + 0.004*government + 0.004*day + 0.004*terror + 0.004*democracy + 0.004*country + 0.003*world Topic # 17 0.008*tax + 0.006*day + 0.005*president + 0.005*great + 0.005*relief + 0.004*americans + 0.004*american + 0.004*today + 0.004*john + 0.004*remember + 0.003*kennedy + 0.003*thanksgiving + 0.003*months + 0.003*years + 0.003*house + 0.002*god + 0.002*time + 0.002*conservatives + 0.002*good + 0.002*fellow Topic # 18 0.029*war + 0.011*forces + 0.010*american + 0.010*enemy + 0.009*men + 0.008*fighting + 0.008*people + 0.007*south + 0.006*japanese + 0.006*vietnam + 0.005*north + 0.005*united + 0.005*americans + 0.005*world + 0.005*end + 0.004*vietnamese + 0.004*victory + 0.004*troops + 0.004*peace + 0.004*great Topic # 19 0.016*president + 0.013*senator + 0.008*question + 0.008*kennedy + 0.007*states + 0.007*years + 0.006*people + 0.006*united + 0.005*nixon + 0.005*america + 0.005*man + 0.005*uh + 0.005*administration + 0.005*republican + 0.005*party + 0.005*good + 0.004*country + 0.004*time + 0.004*made + 0.004*im Topic # 20 0.014*people + 0.008*government + 0.007*america + 0.007*years + 0.007*work + 0.007*tax + 0.007*american + 0.007*year + 0.007*congress + 0.006*americans + 0.006*make + 0.006*time + 0.005*health + 0.005*care + 0.005*president + 0.005*children + 0.005*jobs + 0.005*budget + 0.004*federal + 0.004*economy Topic # 21 0.014*world + 0.011*united + 0.009*states + 0.006*freedom + 0.006*people + 0.006*peace + 0.006*country + 0.006*nations + 0.005*great + 0.005*policy + 0.004*years + 0.004*time + 0.004*american + 0.004*countries + 0.004*america + 0.004*today + 0.004*power + 0.003*men + 0.003*free + 0.003*president Topic # 22 0.021*soviet + 0.014*nuclear + 0.012*union + 0.009*arms + 0.009*missiles + 0.008*weapons + 0.008*soviets + 0.007*treaty + 0.006*world + 0.006*gorbachev + 0.006*berlin + 0.005*freedom + 0.005*people + 0.005*secretary + 0.005*europe + 0.005*united + 0.005*strategic + 0.005*states + 0.005*peace + 0.004*president Topic # 23 0.010*people + 0.006*rights + 0.005*constitution + 0.005*party + 0.005*government + 0.004*union + 0.004*time + 0.004*states + 0.004*great + 0.004*law + 0.004*national + 0.003*polish + 0.003*years + 0.003*state + 0.003*victims + 0.003*democratic + 0.003*american + 0.003*republican + 0.003*platform + 0.003*country Topic # 24 0.012*energy + 0.007*oil + 0.007*congress + 0.007*people + 0.006*years + 0.005*future + 0.004*american + 0.004*year + 0.004*world + 0.004*government + 0.004*time + 0.004*federal + 0.003*program + 0.003*percent + 0.003*great + 0.003*make + 0.003*foreign + 0.003*states + 0.003*united + 0.003*america Speech # 1 [(3, 0.96207685470127335), (6, 0.031590986883915491)] ['fellow', 'citizens', 'senate', 'house', 'representatives', 'vicissitudes', 'incident', 'life', 'event', 'filled', 'greater', 'anxieties', 'notification', 'transmitted', 'order', 'received', 'fourteenth', 'day', 'present', 'month', 'hand', 'summoned', 'country', 'voice', 'hear', 'veneration', 'love', 'retreat', 'chosen', 'fondest', 'predilection', 'flattering', 'hopes', 'immutable', 'decision', 'asylum', 'declining', 'years', 'retreat', 'rendered', 'day', 'dear', 'addition', 'habit', 'inclination', 'frequent', 'interruptions', 'health', 'gradual', 'waste', 'committed', 'time', 'hand', 'magnitude', 'difficulty', 'trust', 'voice', 'country', 'called', 'sufficient', 'awaken', 'wisest', 'experienced', 'citizens', 'distrustful', 'scrutiny', 'qualification', 'overwhelm', 'dispondence', 'inheriting', 'inferior', 'endowments', 'nature', 'unpractised', 'duties', 'civil', 'administration', 'peculiarly', 'conscious', 'deficencies', 'conflict', 'emotions', 'dare', 'aver', 'faithful', 'study', 'collect', 'duty', 'appreciation', 'circumstance', 'affected', 'dare', 'hope', 'executing', 'task', 'swayed', 'grateful', 'remembrance', 'instances', 'affectionate'] Speech # 2 [(3, 0.91665582419445535), (14, 0.045144740682812094), (17, 0.033053236291606766)] ['duty', 'nations', 'acknowledge', 'providence', 'almighty', 'god', 'obey', 'grateful', 'benefits', 'humbly', 'implore', 'protection', 'favor', 'houses', 'congress', 'joint', 'committee', 'requested', 'recommend', 'people', 'united', 'states', 'day', 'public', 'thanksgiving', 'prayer', 'observed', 'acknowledging', 'grateful', 'hearts', 'signal', 'favors', 'almighty', 'god', 'affording', 'opportunity', 'peaceably', 'establish', 'form', 'government', 'safety', 'happiness', 'recommend', 'assign', 'thursday', '26th', 'day', 'november', 'devoted', 'people', 'states', 'service', 'great', 'glorious', 'beneficent', 'author', 'good', 'unite', 'rendering', 'sincere', 'humble', 'kind', 'care', 'protection', 'people', 'country', 'previous', 'nation', 'signal', 'manifold', 'mercies', 'favorable', 'interpositions', 'providence', 'experienced', 'conclusion', 'late', 'war', 'great', 'degree', 'tranquillity', 'union', 'plenty', 'enjoyed', 'peaceable', 'rational', 'manner', 'enabled', 'establish', 'constitutions', 'government', 'safety', 'happiness', 'national', 'instituted', 'civil', 'religious', 'liberty', 'blessed', 'means'] Speech # 3 [(3, 0.98968087859928633)] ['fellow', 'citizens', 'senate', 'house', 'representatives', 'embrace', 'great', 'satisfaction', 'opportunity', 'presents', 'congratulating', 'present', 'favourable', 'prospects', 'public', 'affairs', 'recent', 'accession', 'important', 'state', 'north', 'carolina', 'constitution', 'united', 'states', 'official', 'information', 'received', 'rising', 'credit', 'respectability', 'country', 'general', 'increasing', 'good', 'government', 'union', 'concord', 'peace', 'plenty', 'blessed', 'circumstances', 'auspicious', 'eminent', 'degree', 'national', 'prosperity', 'resuming', 'consultations', 'general', 'good', 'derive', 'encouragement', 'reflection', 'measures', 'session', 'satisfactory', 'constituents', 'novelty', 'difficulty', 'work', 'allowed', 'hope', 'realize', 'expectations', 'secure', 'blessings', 'gracious', 'providence', 'reach', 'present', 'important', 'session', 'call', 'cool', 'deliberate', 'exertion', 'patriotism', 'firmness', 'wisdom', 'interesting', 'objects', 'engage', 'attention', 'providing', 'common', 'defence', 'merit', 'regard', 'prepared', 'war', 'effectual', 'means', 'perserving', 'peace', 'free', 'people', 'armed', 'disciplined', 'end'] Speech # 4 [(0, 0.028069266830208869), (3, 0.9702395566990164)] ['fellow', 'citizens', 'senate', 'house', 'representatives', 'meeting', 'feel', 'satisfaction', 'repeat', 'congratulations', 'favorable', 'prospects', 'continue', 'distinguish', 'public', 'affairs', 'abundant', 'fruits', 'year', 'blessed', 'country', 'plenty', 'means', 'flourishing', 'commerce', 'progress', 'public', 'credit', 'witnessed', 'considerable', 'rise', 'american', 'stock', 'abroad', 'home', 'revenues', 'allotted', 'national', 'purposes', 'productive', 'calculations', 'regulated', 'circumstance', 'pleasing', 'proof', 'fertility', 'resources', 'assures', 'increase', 'national', 'respectability', 'credit', 'add', 'bears', 'honorable', 'testimony', 'patriotism', 'integrity', 'mercantile', 'marine', 'part', 'citizens', 'punctuality', 'discharging', 'engagements', 'exemplary', 'conforming', 'powers', 'vested', 'acts', 'session', 'loan', 'millions', 'florins', 'provisional', 'measures', 'previously', 'place', 'completed', 'holland', 'celerity', 'filled', 'nature', 'terms', 'ordinary', 'demand', 'borrowing', 'created', 'situation', 'europe', 'reasonable', 'hope', 'execution', 'powers', 'proceed', 'advantage', 'success', 'secretary', 'treasury', 'directions'] Speech # 5 [(3, 0.66242653413271368), (22, 0.33584088582937827)] ['president', 'united', 'states', 'mouth', 'written', 'speech', 'signed', 'hand', 'sealed', 'seal', 'speak', 'seneka', 'nation', 'desire', 'attention', 'speech', 'remembrance', 'friendship', 'united', 'states', 'received', 'speech', 'satisfaction', 'proof', 'confidence', 'justice', 'united', 'states', 'attentively', 'examined', 'objects', 'laid', 'delivered', 'chiefs', 'tioga', 'point', 'month', 'colonel', 'pickering', 'laid', 'present', 'month', 'cornplanter', 'seneca', 'chiefs', 'philadelphia', 'place', 'observe', 'request', 'sink', 'deep', 'minds', 'desire', 'desire', 'united', 'states', 'miseries', 'late', 'war', 'forgotten', 'buried', 'forever', 'future', 'united', 'states', 'nations', 'brothers', 'promoting', 'prosperity', 'acts', 'mutual', 'friendship', 'justice', 'uninformed', 'nations', 'led', 'difficulties', 'respect', 'sale', 'lands', 'peace', 'inform', 'evils', 'arose', 'present', 'government', 'united', 'states', 'established', 'separate', 'states', 'individuals', 'authority', 'undertook', 'treat', 'indian', 'tribes', 'respecting', 'sale', 'lands'] Speech # 6 [(3, 0.99668954688191569)] ['meet', 'present', 'occasion', 'feelings', 'naturally', 'inspired', 'strong', 'impression', 'prosperous', 'situation', 'common', 'country', 'persuasion', 'equally', 'strong', 'labours', 'present45', 'session', 'commenced', 'guidance', 'spirit', 'prudent', 'patriotic', 'issue', 'measures', 'conducive', 'stability', 'increase', 'national', 'prosperity', 'numerous', 'providential', 'blessings', 'demand', 'grateful', 'acknowledgments', 'abundance', 'year', 'rewarded', 'industry', 'husbandman', 'important', 'escape', 'recollection', 'observations', 'respective', 'situations', 'satisfied', 'progressive', 'state', 'agriculture', 'manufactures', 'commerce', 'navigation', 'tracing', 'remarked', 'pleasure', 'happy', 'effects', 'revival', 'confidence', 'public', 'private', 'constitution', 'laws', 'united', 'states', 'eminently', 'contributed', 'observed', 'interest', 'decisive', 'proofs', 'increasing', 'reputation', 'credit', 'nation', 'fail', 'derive', 'satisfaction', 'confirmation', 'circumstances', 'disclosed', 'official', 'communications', 'made', 'deliberations', 'rapid', 'subscriptions', 'bank', 'united', 'states', 'completed', 'sum', 'allowed', 'subscribed', 'single', 'day', 'striking', 'pleasing'] Speech # 7 [(3, 0.48443167918653507), (11, 0.50048635359940252)] ['gentlemen', 'house', 'representatives', 'maturely', 'considered', 'act', 'passed', 'houses', 'intitled', 'act', 'apportionment', 'representatives', 'states', 'enumeration', '44', 'return', 'house', 'originated', 'objections', 'constitution', 'prescribed', 'representatives', 'apportioned', 'states', 'respective', 'numbers', 'proportion', 'division', 'applied', 'respective', 'numbers', 'states', 'yield', 'number', 'allotment', 'representatives', 'proposed', 'bill', 'constitution', 'provided', 'number', 'representatives', 'exceed', 'thirty', 'thousand', 'restriction', 'context', 'fair', 'obvious', 'construction', 'applied', 'seperate', 'respective', 'numbers', 'states', 'bill', 'allotted', 'states', 'thirty', 'thousand'] Speech # 8 [(3, 0.99898089171962257)] ['fellowcitizens', 'senate', 'house', 'representatives', 'abatement', 'satisfaction', 'meet', 'present', 'occasion', 'felicitating', 'continuance', 'national', 'prosperity', 'generally', 'add', 'information', 'indian', 'hostilities', 'time', 'past', 'distressed', 'north', 'western', 'frontier', 'terminated', 'persuaded', 'learn', 'concern', 'communicate', 'reiterated', 'endeavors', 'effecting', 'pacification', 'hitherto', 'issued', 'outrageous', 'proofs', 'persevering', 'hostility', 'part', 'tribes', 'contest', 'earnest', 'desire', 'procure', 'tranquillity', 'frontier', 'stop', 'effusion', 'blood', 'arrest', 'progress', 'expense', 'forward', 'prevalent', 'nation', 'peace', 'led', 'channels', 'strenuous', 'efforts', 'accomplish', 'desirable', 'purposes', 'making', 'efforts', 'consulted', 'anticipations', 'event', 'scruples', 'considerations', 'calculated', 'inspire', 'find', 'object', 'attainable', 'attainable', 'ascertain', 'unequivocally', 'case', 'detail', 'measures', 'pursued', 'consequences', 'laid', 'confirm', 'success', 'trust', 'evince', 'means', 'proper', 'efficacious', 'devised', 'employed', 'issue', 'depending', 'favourable', 'despaired', 'promised', 'happened'] Speech # 9 [(3, 0.98829268292531536)] ['received', 'authentic', 'information', 'lawless', 'wicked', 'persons', 'western', 'frontier', 'state', 'georgia', 'invade', 'burn', 'destroy', 'town', 'belonging', 'cherokee', 'nation', 'amity', 'united', 'states', 'put', 'death', 'indians', 'nation', 'outrageous', 'conduct', 'violates', 'rights', 'humanity', 'endangers', 'public', 'peace', 'highly', 'honor', 'good', 'faith', 'united', 'states', 'pursue', 'legal', 'means', 'punishment', 'atrocious', 'offenders', 'thought', 'fit', 'issue', 'proclamation', 'exhorting', 'citizens', 'united', 'states', 'requiring', 'officers', 'thereof', 'respective', 'stations', 'utmost', 'endeavours', 'bring', 'offenders', 'justice', 'offer', 'reward', 'hundred', 'dollars', 'abovenamed', 'persons', 'apprehended', 'brought', 'justice', 'proved', 'assumed', 'exercised', 'command', 'authority', 'perpetrators', 'crimes', 'aforesaid', 'time', 'committing'] Speech # 10 [(3, 0.78990373133770841), (6, 0.19305923162307073)] ['fellowcitizens', 'called', 'voice', 'country', 'execute', 'functions', 'chief', 'magistrate', 'occasion', 'proper', 'arrive', 'endeavour', 'express', 'high', 'sense', 'entertain', 'distinguished', 'honor', 'confidence', 'reposed', 'people', 'united', 'america', 'previous', 'execution', 'official', 'act', 'president', 'constitution', 'requires', 'oath', 'office', 'oath', 'presence', '56', 'found', 'administration', 'government', 'instance', 'violated', 'willingly', 'knowingly', 'injunction', 'thereof', 'incurring', 'constitutional', 'punishmt', 'subject', 'upbraidings', 'witnesses', 'present', 'solemn', 'ceremony'] Speech # 11 [(3, 0.86744175413510016), (10, 0.12326531657137212)] ['appears', 'state', 'war', 'exists', 'austria', 'prussia', 'sardinia', 'great', 'britain', 'united', 'netherlands', 'part', 'france', 'duty', 'interest', 'united', 'states', 'require', 'sincerity', 'good', 'faith', 'adopt', 'pursue', 'conduct', 'friendly', 'impartial', 'belligerent', 'powers', 'thought', 'fit', 'presents', 'declare', 'disposition', 'united', 'states', 'observe', 'conduct', 'aforesaid', 'powers', 'exhort', 'warn', 'citizens', 'united', 'states', 'carefully', 'avoid', 'acts', 'proceedings', 'whatsoever', 'manner', 'tend', 'contravene', 'disposition', 'make', 'whosoever', 'citizens', 'united', 'states', 'render', 'liable', 'punishment', 'forfeiture', 'law', 'nations', 'committing', 'aiding', 'abetting', 'hostilities', 'powers', 'carrying', 'articles', 'deemed', 'contraband', 'modern', 'usage', 'nations', 'receive', 'protection', 'united', 'states', 'punishment', 'forfeiture', 'instructions', 'officers', 'belongs', 'prosecutions', 'instituted', 'persons', 'cognizance', 'courts', 'united', 'states', 'violate', 'law', 'nations', 'respect', 'powers', 'war'] Speech # 12 [(3, 0.99875647668380108)] ['fellow', 'citizens', 'senate', 'house', 'representatives', 'commencement', 'term', 'called', 'office', 'fit', 'occasion', 'arisen', 'expressing', 'fellow', 'citizens', 'large', 'deep', 'respectful', 'sense', 'feel', 'renewed', 'testimony', 'public', 'approbation', 'hand', 'awakened', 'gratitude', 'instances', 'affectionate', 'partiality', 'honored', 'country', 'prevent', 'earnest', 'retirement', 'private', 'consideration', 'torn', 'influenced', 'belief', 'conduct', 'estimated', 'real', 'motives', 'people', 'authorities', 'derived', 'support', 'exertions', 'personal', 'object', 'obeyed', 'suffrage', 'commanded', 'resume', 'executive', 'power', 'humbly', 'implore', 'fate', 'nations', 'depends', 'crown', 'success', 'mutual', 'endeavors', 'general', 'happiness', 'war', 'europe', 'embraced', 'powers', 'united', 'states', 'extensive', 'relations', 'reason', 'apprehend', 'intercourse', 'interrupted', 'disposition', 'peace', 'drawn', 'question', 'suspicions', 'entertained', 'belligerent', 'nations', 'duty', 'admonish', 'citizens', 'consequences', 'contraband', 'trade', 'hostile', 'acts', 'parties', 'obtain', 'declaration', 'existing'] Speech # 13 [(3, 0.89472727467971802), (10, 0.091794708002185185), (14, 0.011854401081728777)] ['combinations', 'defeat', 'execution', 'laws', 'laying', 'duties', 'spirits', 'distilled', 'united', 'states', 'stills', 'time', 'commencement', 'laws', 'existed', 'western', 'parts', 'pennsylvania', 'combinations', 'proceeding', 'manner', 'subversive', 'equally', 'authority', 'government', 'rights', 'individuals', 'hitherto', 'effected', 'dangerous', 'criminal', 'purpose', 'influence', 'irregular', 'meetings', 'proceedings', 'tended', 'encourage', 'uphold', 'spirit', 'opposition', 'misrepresentations', 'laws', 'calculated', 'render', 'odious', 'endeavors', 'deter', 'disposed', 'accepting', 'offices', 'fear', 'public', 'resentment', 'injury', 'person', 'property', 'compel', 'accepted', 'offices', 'actual', 'violence', 'surrender', 'forbear', 'execution', 'circulating', 'vindictive', 'menaces', 'directly', 'indirectly', 'aid', 'execution', 'laws', 'yielding', 'dictates', 'conscience', 'sense', 'obligation', 'comply', 'therewith', 'injuring', 'destroying', 'property', 'persons', 'understood', 'complied', 'inflicting', 'cruel', 'humiliating', 'punishments', 'private', 'citizens', 'appearing', 'friends', 'laws', 'intercepting', 'public', 'officers', 'highways', 'abusing'] Speech # 14 [(3, 0.96605051754131221), (10, 0.03054207505091543)] ['hope', 'combinations', 'constitution', 'laws', 'united', 'states', 'western', 'counties', 'pennsylvania', 'yield', 'time', 'reflection', 'thought', 'sufficient', 'instance', 'measures', 'calling', 'militia', 'immediately', 'embody', 'moment', 'overtures', 'forgiveness', 'condition', 'submission', 'law', 'partially', 'accepted', 'form', 'conciliation', 'inconsistent', 'government', 'adopted', 'effect', 'welldisposed', 'counties', 'unable', 'influence', 'reclaim', 'wicked', 'fury', 'compelled', 'associate', 'defence', 'proffered', 'lenity', 'perversely', 'misinterpreted', 'apprehension', 'citizens', 'march', 'reluctance', 'opportunity', 'examining', 'consequences', 'treasonable', 'opposition', 'employed', 'propagating', 'principles', 'anarchy', 'endeavoring', 'emissaries', 'alienate', 'friends', 'order', 'support', 'inviting', 'enemies', 'perpetrate', 'similar', 'acts', 'insurrection', 'manifest', 'violence', 'continue', 'exercised', 'attempt', 'enforce', 'laws', 'government', 'set', 'defiance', 'contest', 'small', 'proportion', 'united', 'states', 'dictate', 'union', 'expense', 'desire', 'peace', 'indulge', 'desperate', 'ambition', 'george', 'washington', 'president', 'united'] Speech # 15 [(3, 0.99918158567764404)] ['fellow', 'citizens', 'senate', 'house', 'representatives', 'call', 'mind', 'gracious', 'indulgence', 'heaven', 'american', 'people', 'nation', 'survey', 'general', 'prosperity', 'country', 'forward', 'riches', 'power', 'happiness', 'destined', 'deepest', 'regret', 'announce', 'recess', 'citizens', 'united', 'states', 'found', 'capable', 'insurrection', 'due', 'character', 'government', 'stability', 'shaken', 'enemies', 'order', 'freely', 'unfold', 'event', 'session', 'year', 'thousand', 'hundred', 'ninety', 'expedient', 'exercise', 'legislative', 'power', 'granted', 'constitution', 'united', 'states', 'lay', 'collect', 'excises', 'majority', 'states', 'scarcely', 'objection', 'heard', 'mode', 'taxation', 'alarms', 'conceived', 'banished', 'reason', 'patriotism', 'western', 'counties', 'pennsylvania', 'prejudice', 'fostered', 'embittered', 'artifice', 'men', 'labored', 'ascendency', 'guidance', 'passions', 'produced', 'symptoms', 'riot', 'violence', 'congress', 'hesitate', 'examine', 'complaints', 'presented', 'relieve', 'justice', 'dictated', 'general', 'convenience', 'permit', 'impression', 'moderation', 'made'] Speech # 16 [(10, 0.99428571428511126)] ['commissioners', 'appointed', 'president', 'united', 'states', 'confer', 'citizens', 'western', 'counties', 'pennsylvania', 'late', 'insurrection', 'prevailed', 'act', 'agreement', 'bearing', 'date', '2d', 'day', 'september', 'pursuance', 'powers', 'vested', 'promise', 'engage', 'assurances', 'submission', 'laws', 'united', 'states', 'bona', 'fide', 'citizens', 'resident', 'fourth', 'survey', 'pennsylvania', 'manner', 'time', 'act', 'agreement', 'general', 'pardon', 'granted', '10th', 'day', 'july', 'ensuing', 'treasons', 'indictable', 'offenses', 'united', 'states', 'committed', 'survey', '22d', 'day', 'august', 'excluding', 'therefrom', 'person', 'refuse', 'neglect', 'subscribe', 'assurance', 'engagement', 'manner', 'aforesaid', 'subscription', 'violate', 'fully', 'obstruct', 'attempt', 'obstruct', 'execution', 'acts', 'raising', 'revenue', 'distilled', 'spirits', 'stills', 'aiding', 'abetting', 'thought', 'proper', 'extend', 'pardon', 'persons', 'guilty', 'treasons', 'misprisions', 'treasons', 'concerned', 'late', 'insurrection', 'survey', 'aforesaid', 'indicted', 'convicted', 'thereof'] Speech # 17 [(3, 0.98248840812829064), (19, 0.016401821063220925)] ['trust', 'deceive', 'indulge', 'persuasion', 'met', 'period', 'present', 'situation', 'public', 'affairs', 'afforded', 'mutual', 'congratulation', 'inviting', 'join', 'profound', 'gratitude', 'author', 'good', 'numerous', 'extraordinary', 'blessings', 'enjoy', 'termination', 'long', 'expensive', 'distressing', 'war', 'engaged', 'indians', 'northwest', 'ohio', 'option', 'united', 'states', 'treaty', 'commander', 'army', 'concluded', 'provisionally', 'hostile', 'tribes', 'region', 'adjustment', 'terms', 'satisfaction', 'indians', 'deemed', 'worthy', 'policy', 'liberality', 'united', 'states', 'basis', 'durable', 'tranquillity', 'object', 'believed', 'fully', 'attained', 'articles', 'agreed', 'immediately', 'laid', 'senate', 'consideration', 'creek', 'cherokee', 'indians', 'southern', 'tribes', 'annoyed', 'frontiers', 'confirmed', 'preexisting', 'treaties', 'giving', 'evidence', 'sincere', 'disposition', 'carry', 'effect', 'surrender', 'prisoners', 'property', 'lament', 'fair', 'prospect', 'quarter', 'clouded', 'wanton', 'murders', 'citizens', 'georgia', 'represented', 'recently', 'perpetrated', 'hunting', 'parties', 'creeks'] Speech # 18 [(3, 0.9626929082287109), (14, 0.035063189332029558)] ['gentlemen', 'house', 'representatives', 'utmost', 'attention', 'considered', 'resolution', '24th', 'instant', 'requesting', 'lay', 'house', 'copy', 'instructions', 'minister', 'united', 'states', 'negotiated', 'treaty', 'king', 'great', 'britain', 'correspondence', 'documents', 'relative', 'treaty', 'excepting', 'papers', 'existing', 'negotiation', 'render', 'improper', 'disclosed', 'deliberating', 'subject', 'impossible', 'lose', 'sight', 'principle', 'avowed', 'discussion', 'avoid', 'extending', 'views', 'consequences', 'flow', 'admission', 'principle', 'trust', 'part', 'conduct', 'disposition', 'withhold', 'information', 'constitution', 'enjoined', 'president', 'duty', 'give', 'required', 'house', 'congress', 'truth', 'affirm', 'continue', 'honor', 'preside', 'government', 'constant', 'endeavour', 'harmonize', 'branches', 'thereof', 'trust', 'delegated', 'people', 'united', 'states', 'sense', 'obligation', 'imposes', 'preserve', 'protect', 'defend', 'constitution', 'permit', 'nature', 'foreign', 'negotiations', 'requires', 'caution', 'success', 'depend', 'secrecy', 'brought', 'conclusion', 'full', 'disclosure', 'measures', 'demands'] Speech # 19 [(13, 0.99199918142521382)] ['beloved', 'cherokees', 'years', 'passed', 'white', 'people', 'america', 'long', 'space', 'time', 'good', 'men', 'considered', 'condition', 'indian', 'natives', 'country', 'improved', 'attempts', 'made', 'effect', 'day', 'attempts', 'fruitless', 'thought', 'subject', 'anxiously', 'wished', 'indian', 'tribes', 'neighbours', 'white', 'people', 'enjoy', 'abundance', 'good', 'things', 'make', 'life', 'comfortable', 'happy', 'considered', 'discovered', 'path', 'lead', 'desirable', 'situation', 'path', 'indian', 'nations', 'walk', 'information', 'received', 'beloved', 'cherokees', 'inclined', 'hope', 'prepared', 'path', 'disposed', 'pursue', 'difficult', 'enter', 'make', 'attempt', 'find', 'obstacle', 'easy', 'removed', 'dinsmoor', 'beloved', 'agent', 'nation', 'send', 'talk', 'interpreted', 'explain', 'meaning', 'beloved', 'cherokees', 'find', 'game', 'woods', 'abounded', 'growing', 'scarce', 'meet', 'deer', 'game', 'kill', 'remain', 'hungry', 'skins', 'hunting', 'traders', 'give', 'powder', 'cloathing', 'implements', 'tilling'] Speech # 20 [(3, 0.81307720524230154), (4, 0.093735135830588581), (6, 0.092791083893261947)] ['period', 'election', 'citizen', 'administer', 'executive', 'government', 'united', 'states', 'distant', 'time', 'arrived', 'thoughts', 'employed', 'designating', 'person', 'clothed', 'important', 'trust', 'appears', 'proper', 'conduce', 'distinct', 'expression', 'public', 'voice', 'apprise', 'resolution', 'formed', 'decline', 'considered', 'number', 'choice', 'made', 'beg', 'time', 'justice', 'assured', 'resolution', 'strict', 'regard', 'considerations', 'appertaining', 'relation', 'binds', 'dutiful', 'citizen', 'country', 'withdrawing', 'tender', 'service', 'silence', 'situation', 'imply', 'influenced', 'diminution', 'zeal', 'future', 'interest', 'deficiency', 'grateful', 'respect', 'past', 'kindness', 'supported', 'full', 'conviction', 'step', 'compatible', 'acceptance', 'continuance', 'hitherto', 'office', 'suffrages', 'called', 'uniform', 'sacrifice', 'inclination', 'opinion', 'duty', 'deference', 'appeared', 'desire', 'constantly', 'hoped', 'earlier', 'power', 'consistently', 'motives', 'liberty', 'disregard', 'return', 'retirement', 'reluctantly', 'drawn', 'strength', 'inclination', 'previous', 'election', 'led', 'preparation'] Speech # 21 [(3, 0.97011724855740988), (23, 0.029112232179475093)] ['fellow', 'citizens', 'senate', 'house', 'representatives', 'recurring', 'internal', 'situation', 'country', 'pleasure', 'address', 'find', 'ample', 'reason', 'renewed', 'expression', 'gratitude', 'ruler', 'universe', 'continued', 'series', 'prosperity', 'justly', 'called', 'acts', 'session', 'required', 'special', 'arrangements', 'circumstances', 'admit', 'carried', 'operation', 'measures', 'calculated', 'insure', 'continuance', 'friendship', 'indians', 'preserve', 'peace', 'extent', 'interior', 'frontier', 'digested', 'adopted', 'framing', 'care', 'guard', 'hand', 'advanced', 'settlements', 'predatory', 'incursions', 'unruly', 'individuals', 'restrained', 'tribes', 'hand', 'protect', 'rights', 'secured', 'indians', 'treaty', 'draw', 'nearer', 'civilized', 'state', 'inspire', 'correct', 'conceptions', 'power', 'justice', 'government', 'meeting', 'deputies', 'creek', 'nation', 'colerain', 'state', 'georgia', 'principal', 'object', 'purchase', 'parcel', 'land', 'state', 'broke', 'accomplished', 'nation', 'previous', 'departure', 'instructed', 'making', 'sale', 'occasion', 'improved', 'confirm', 'treaty', 'creeks'] Speech # 22 [(3, 0.88079849688555611), (6, 0.11071310104814806)] ['perceived', 'early', 'times', 'middle', 'america', 'remained', 'unlimited', 'submission', 'foreign', 'legislature', 'total', 'independence', 'claims', 'men', 'reflection', 'apprehensive', 'danger', 'formidable', 'power', 'fleets', 'armies', 'determine', 'resist', 'contests', 'dissensions', 'arise', 'forms', 'government', 'instituted', 'parts', 'extensive', 'country', 'relying', 'purity', 'intentions', 'justice', 'integrity', 'intelligence', 'people', 'overruling', 'providence', 'signally', 'protected', 'country', 'representatives', 'nation', 'consisting', 'half', 'present', 'number', 'broke', 'pieces', 'chains', 'forging', 'rod', 'iron', 'lifted', 'frankly', 'cut', 'asunder', 'ties', 'bound', 'launched', 'ocean', 'uncertainty', 'zeal', 'ardor', 'people', 'revolutionary', 'war', 'supplying', 'place', 'government', 'commanded', 'degree', 'order', 'sufficient', 'temporary', 'preservation', 'society', 'confederation', 'early', 'felt', 'prepared', 'models', 'batavian', 'helvetic', 'confederacies', 'examples', 'remain', 'detail', 'precision', 'history', 'people', 'large', 'considered', 'reflecting', 'striking', 'difference', 'particulars'] Speech # 23 [(3, 0.99923199999943302)] ['personal', 'inconveniences', 'members', 'senate', 'house', 'representatives', 'leaving', 'families', 'private', 'affairs', 'season', 'year', 'obvious', 'regret', 'extraordinary', 'occasion', 'rendered', 'convention', 'congress', 'indispensable', 'afforded', 'highest', 'satisfaction', 'congratulate', 'restoration', 'peace', 'nations', 'europe', 'animosities', 'endangered', 'tranquillity', 'abundant', 'gratitude', 'supreme', 'dispenser', 'national', 'blessings', 'general', 'health', 'promising', 'seasons', 'domestic', 'social', 'happiness', 'rapid', 'progress', 'ample', 'acquisitions', 'industry', 'extensive', 'territories', 'civil', 'political', 'religious', 'liberty', 'states', 'desolated', 'foreign', 'war', 'convulsed', 'intestine', 'divisions', 'united', 'states', 'present', 'pleasing', 'prospect', 'nation', 'governed', 'mild', 'equal', 'laws', 'generally', 'satisfied', 'possession', 'rights', 'envying', 'advantages', 'fearing', 'power', 'nations', 'solicitous', 'maintenance', 'order', 'justice', 'preservation', 'liberty', 'increasing', 'daily', 'attachment', 'system', 'government', 'proportion', 'experience', 'utility', 'yielding', 'ready', 'general', 'obedience', 'laws'] Speech # 24 [(3, 0.99888242142011896)] ['time', 'apprehensive', 'account', 'contagious', 'sickness', 'afflicted', 'city', 'philadelphia', 'convene', 'national', 'legislature', 'place', 'measure', 'desirable', 'avoid', 'occasion', 'public', 'inconvenience', 'considerable', 'public', 'expense', 'add', 'calamities', 'inhabitants', 'city', 'sufferings', 'excited', 'sympathy', 'fellow', 'citizens', 'taking', 'measures', 'ascertain', 'state', 'decline', 'sickness', 'postponed', 'determination', 'hopes', 'happily', 'realized', 'hazard', 'lives', 'health', 'members', 'congress', 'assemble', 'place', 'law', 'meet', 'submit', 'consideration', 'power', 'postpone', 'meeting', 'congress', 'passing', 'time', 'fixed', 'constitution', 'occasions', 'amendment', 'law', '1794', 'congratulate', 'reestablishment', 'peace', 'europe', 'restoration', 'security', 'persons', 'properties', 'citizens', 'injustice', 'violence', 'sea', 'abundant', 'gratitude', 'source', 'benevolence', 'influence', 'interior', 'tranquillity', 'personal', 'security', 'propitious', 'seasons', 'prosperous', 'agriculture', 'productive', 'fisheries', 'general', 'improvements', 'rational', 'spirit', 'civil', 'religious', 'liberty', 'calm', 'steady'] Speech # 25 [(3, 0.85665112558568568), (6, 0.10693779434781585), (16, 0.019663035844463522), (17, 0.013790297742744267)] ['safety', 'prosperity', 'nations', 'ultimately', 'essentially', 'depend', 'protection', 'blessing', 'almighty', 'god', 'national', 'acknowledgment', 'truth', 'indispensable', 'duty', 'people', 'owe', 'duty', 'natural', 'influence', 'favorable', 'promotion', 'morality', 'piety', 'social', 'happiness', 'exist', 'blessings', 'free', 'government', 'enjoyed', 'duty', 'times', 'incumbent', 'seasons', 'difficulty', 'danger', 'existing', 'threatening', 'calamities', 'judgments', 'god', 'prevalent', 'iniquity', 'loud', 'call', 'repentance', 'reformation', 'united', 'states', 'america', 'present', 'hazardous', 'afflictive', 'situation', 'unfriendly', 'disposition', 'conduct', 'demands', 'foreign', 'power', 'evinced', 'repeated', 'refusals', 'receive', 'messengers', 'reconciliation', 'peace', 'depredation', 'commerce', 'infliction', 'injuries', 'fellowcitizens', 'engaged', 'lawful', 'business', 'seasunder', 'considerations', 'appeared', 'duty', 'imploring', 'mercy', 'benediction', 'heaven', 'country', 'demands', 'time', 'special', 'attention', 'inhabitants', 'thought', 'fit', 'recommend', 'recommend', 'wednesday', '9th', 'day', 'observed', 'united', 'states'] Speech # 26 [(3, 0.99894505494494634)] ['gentlemen', 'senate', 'gentlemen', 'house', 'representatives', 'reverence', 'resignation', 'contemplate', 'dispensations', 'divine', 'providence', 'alarming', 'destructive', 'pestilence', 'cities', 'towns', 'visited', 'gratitude', 'mutual', 'congratulations', 'malady', 'disappeared', 'permitted', 'assemble', 'safety', 'seat', 'government', 'discharge', 'important', 'duties', 'reflect', 'fatal', 'disorder', 'years', 'made', 'repeated', 'ravages', 'principal', 'sea', 'ports', 'increased', 'malignancy', 'magnitude', 'evils', 'arising', 'interruption', 'public', 'private', 'business', 'national', 'interests', 'deeply', 'affected', 'duty', 'invite', 'legislature', 'union', 'examine', 'expediency', 'establishing', 'suitable', 'regulations', 'aid', 'health', 'laws', 'respective', 'states', 'formed', 'idea', 'contagious', 'sickness', 'communicated', 'channels', 'commerce', 'necessity', 'congress', 'regulate', 'trade', 'frame', 'system', 'tend', 'preserve', 'general', 'health', 'compatible', 'interests', 'commerce', 'safety', 'revenue', 'calamity', 'sympathize', 'sufferers', 'abundant', 'reason', 'present', 'supreme', 'annual', 'oblations', 'gratitude', 'liberal'] Speech # 27 [(3, 0.99847133757946427)] ['peculiar', 'satisfaction', 'meet', '6th', 'congress', 'united', 'states', 'america', 'coming', 'parts', 'union', 'critical', 'interesting', 'period', 'members', 'fully', 'possessed', 'sentiments', 'wishes', 'constituents', 'flattering', 'prospects', 'abundance', 'labors', 'people', 'land', 'sea', 'prosperity', 'extended', 'commerce', 'notwithstanding', 'interruptions', 'occasioned', 'belligerent', 'state', 'great', 'part', 'world', 'return', 'health', 'industry', 'trade', 'cities', 'afflicted', 'disease', 'inestimable', 'advantages', 'civil', 'religious', 'secured', 'happy', 'frame', 'government', 'continued', 'unimpaired', 'demand', 'american', 'people', 'sincere', 'benevolent', 'deity', 'merciful', 'dispensations', 'providence', 'numerous', 'blessings', 'recollected', 'painful', 'duty', 'advert', 'ungrateful', 'return', 'made', 'people', 'counties', 'pennsylvania', 'seduced', 'arts', 'misrepresentations', 'designing', 'men', 'openly', 'resisted', 'law', 'directing', 'valuation', 'houses', 'lands', 'defiance', 'civil', 'authority', 'rendered', 'hopeless', 'attempts', 'judicial', 'process', 'enforce', 'execution', 'law', 'direct'] Speech # 28 [(3, 0.49894695012296031), (8, 0.081599356441167836), (10, 0.036900230500029822), (14, 0.087873583257742971), (19, 0.13679471380327657), (20, 0.15057046296749024)] ['gentlemen', 'senate', 'gentlemen', 'house', 'representatives', 'letter', 'herewith', 'transmitted', 'inform', 'pleased', 'divine', 'providence', 'remove', 'life', 'excellent', 'fellowcitizen', 'george', 'washington', 'purity', 'character', 'long', 'series', 'services', 'country', 'rendered', 'illustrious', 'world', 'remains', 'affectionate', 'grateful', 'people', 'hearts', 'die', 'pay', 'suitable', 'honors', 'memory', 'john', 'adams', 'mount', 'vernon', 'december', '15', '1799', 'president', 'united', 'states', 'sir', 'inexpressible', 'grief', 'announce', 'death', 'great', 'good', 'general', 'washington', 'died', 'evening', '10', '11', 'oclock', 'short', 'illness', 'twenty', 'hours', 'disorder', 'inflamatory', 'sore', 'throat', 'proceeded', 'cold', 'made', 'complaint', 'friday', 'saturday', 'morning', '3', 'oclock', 'ill', 'dr', 'craik', 'attended', 'morning', 'dr', 'dick', 'alexandria', 'dr', 'brown', 'port', 'tobacco', 'called', 'medical', 'assistance', 'offered', 'desired', 'effect', 'scene', 'corresponded', 'tenor', 'life'] Speech # 29 [(10, 0.99244094488092649)] ['late', 'wicked', 'treasonable', 'insurrection', 'authority', 'united', 'states', 'sundry', 'persons', 'counties', 'northampton', 'montgomery', 'bucks', 'state', 'pennsylvania', 'year', '1799', 'speedily', 'suppressed', 'calamities', 'attending', 'rebellion', 'peace', 'order', 'submission', 'laws', 'united', 'states', 'restored', 'aforesaid', 'counties', 'ignorant', 'misguided', 'misinformed', 'counties', 'returned', 'proper', 'sense', 'duty', 'unnecessary', 'public', 'good', 'future', 'prosecutions', 'commenced', 'carried', 'person', 'persons', 'reason', 'concerned', 'insurrection', 'wherefore', 'john', 'adams', 'president', 'united', 'states', 'america', 'granted', 'presents', 'grant', 'full', 'free', 'absolute', 'pardon', 'person', 'persons', 'concerned', 'insurrection', 'excepting', 'hereinafter', 'excepted', 'treasons', 'misprisions', 'treason', 'felonies', 'misdemeanors', 'crimes', 'committed', 'united', 'states', 'counties', '12th', 'day', 'march', 'year', '1799', 'excepting', 'excluding', 'therefrom', 'person', 'standeth', 'indicted', 'convicted', 'treason', 'misprision', 'treason', 'offense', 'united', 'states'] Speech # 30 [(3, 0.97512546849570192), (10, 0.023254813194292089)] ['gentlemen', 'senate', 'gentlemen', 'house', 'representatives', 'immediately', 'adjournment', 'congress', 'session', 'philadelphia', 'gave', 'directions', 'compliance', 'laws', 'removal', 'public', 'offices', 'records', 'property', 'directions', 'executed', 'public', 'officers', 'resided', 'conducted', 'ordinary', 'business', 'government', 'place', 'congratulate', 'people', 'united', 'states', 'assembling', 'congress', 'permanent', 'seat', 'government', 'congratulate', 'gentlemen', 'prospect', 'residence', 'changed', 'apprehend', 'accommodations', 'complete', 'wished', 'great', 'reason', 'inconvenience', 'cease', 'present', 'session', 'unbecoming', 'representatives', 'nation', 'assemble', 'time', 'solemn', 'temple', 'supreme', 'ruler', 'universe', 'imploring', 'blessing', 'territory', 'residence', 'virtue', 'happiness', 'city', 'piety', 'virtue', 'wisdom', 'magnanimity', 'constancy', 'selfgovernment', 'adorned', 'great', 'character', 'bears', 'forever', 'held', 'veneration', 'country', 'simple', 'manners', 'pure', 'morals', 'true', 'religion', 'flourish', 'forever', 'gentlemen', 'local', 'powers', 'district', 'columbia', 'vested', 'constitution', 'congress'] Speech # 31 [(3, 0.66764113286036353), (6, 0.26501387121319675), (19, 0.020526006457660281), (20, 0.045563384087445903)] ['friends', 'fellowcitizens', 'called', 'undertake', 'duties', 'executive', 'office', 'country', 'avail', 'presence', 'portion', 'fellowcitizens', 'assembled', 'express', 'grateful', 'favor', 'pleased', 'declare', 'sincere', 'consciousness', 'task', 'talents', 'approach', 'anxious', 'awful', 'presentiments', 'greatness', 'charge', 'weakness', 'powers', 'justly', 'inspire', 'rising', 'nation', 'spread', 'wide', 'fruitful', 'land', 'traversing', 'seas', 'rich', 'productions', 'industry', 'engaged', 'commerce', 'nations', 'feel', 'power', 'forget', 'advancing', 'rapidly', 'destinies', 'reach', 'mortal', 'eye', 'contemplate', 'transcendent', 'objects', 'honor', 'happiness', 'hopes', 'beloved', 'country', 'committed', 'issue', 'auspices', 'day', 'shrink', 'contemplation', 'humble', 'magnitude', 'undertaking', 'utterly', 'despair', 'presence', 'remind', 'high', 'authorities', 'provided', 'constitution', 'find', 'resources', 'wisdom', 'virtue', 'zeal', 'rely', 'difficulties', 'gentlemen', 'charged', 'sovereign', 'functions', 'legislation', 'encouragement', 'guidance', 'support', 'enable', 'steer', 'safety', 'vessel', 'embarked'] Speech # 32 [(3, 0.69068796667701482), (19, 0.30724461759233129)] ['gentleman', 'received', 'remonstrance', 'pleased', 'address', 'appointment', 'samuel', 'bishop', 'office', 'collector', 'haven', 'vacated', 'death', 'david', 'austin', 'fellow', 'citizens', 'represent', 'public', 'functionaries', 'opinion', 'proceedings', 'interesting', 'unquestionably', 'constitutional', 'respectfully', 'acknoleged', 'executive', 'duties', 'excites', 'anxious', 'concern', 'placing', 'interests', 'fellow', 'citizens', 'hands', 'honest', 'men', 'understandings', 'sufficient', 'station', 'duty', 'time', 'difficult', 'fulfil', 'knolege', 'characters', 'possessed', 'single', 'individual', 'necessity', 'limited', 'seek', 'union', 'resort', 'information', 'men', 'acting', 'disinterestedly', 'purest', 'motives', 'incorrect', 'case', 'samuel', 'bishop', 'subject', 'remonstrance', 'time', 'information', 'sought', 'obtained', 'leave', 'room', 'doubt', 'fitness', 'private', 'sources', 'learnt', 'understanding', 'sound', 'integrity', 'pure', 'character', 'unstained', 'offices', 'confided', 'state', 'public', 'evidences', 'estimation', 'held', 'state', 'general', 'city', 'township', 'lives', 'town', 'clerk', 'justice'] Speech # 33 [(3, 0.99922580645151116)] ['fellow', 'citizens', 'senate', 'house', 'representatives', 'circumstance', 'sincere', 'gratification', 'meeting', 'great', 'council', 'nation', 'announce', 'grounds', 'reasonable', 'certainty', 'wars', 'troubles', 'years', 'afflicted', 'sister', 'nations', 'length', 'end', 'communications', 'peace', 'commerce', 'opening', 'devoutly', 'return', 'beneficent', 'pleased', 'breathe', 'spirit', 'conciliation', 'forgiveness', 'bound', 'peculiar', 'gratitude', 'thankful', 'peace', 'preserved', 'perilous', 'season', 'permitted', 'quietly', 'cultivate', 'earth', 'practice', 'improve', 'arts', 'tend', 'increase', 'comforts', 'assurances', 'friendly', 'disposition', 'received', 'powers', 'principal', 'relations', 'inspired', 'confidence', 'peace', 'disturbed', 'cessation', 'irregularities', 'effected', 'commerce', 'neutral', 'nations', 'irritations', 'injuries', 'produced', 'add', 'confidence', 'strengthens', 'time', 'hope', 'wrongs', 'committed', 'offending', 'friends', 'pressure', 'circumstances', 'reviewed', 'candor', 'considered', 'founding', 'claims', 'retribution', 'past', 'assurances', 'future', 'indian', 'neighbors', 'spirit', 'peace', 'friendship', 'generally'] Speech # 34 [(2, 0.11020979278664009), (3, 0.76912179603809372), (8, 0.094899561752047154), (14, 0.01769192634521537)] ['gentleman', 'affectionate', 'sentiments', 'esteem', 'approbation', 'good', 'express', 'behalf', 'danbury', 'baptist', 'association', 'give', 'highest', 'satisfaction', 'duties', 'dictate', 'faithful', 'zealous', 'pursuit', 'interests', 'constituents', 'proportion', 'persuaded', 'fidelity', 'duties', 'discharge', 'pleasing', 'believing', 'religion', 'matter', 'lies', 'solely', 'man', 'god', 'owes', 'account', 'faith', 'worship', 'legislative', 'powers', 'government', 'reach', 'actions', 'opinions', 'contemplate', 'sovereign', 'reverence', 'act', 'american', 'people', 'declared', 'legislature', 'make', 'law', 'respecting', 'establishment', 'religion', 'prohibiting', 'free', 'exercise', 'thereof', 'building', 'wall', 'separation', 'church', 'state', 'adhering', 'expression', 'supreme', 'nation', 'behalf', 'rights', 'conscience', 'sincere', 'satisfaction', 'progress', 'sentiments', 'tend', 'restore', 'man', 'natural', 'rights', 'convinced', 'natural', 'opposition', 'social', 'duties', 'reciprocate', 'kind', 'prayers', 'protection', 'blessing', 'common', 'father', 'creator', 'man', 'tender', 'religious', 'association', 'assurances'] Speech # 35 [(2, 0.045912182925521329), (3, 0.68413024507766318), (6, 0.039320467113055715), (13, 0.065478532429210132), (14, 0.072733407462715255), (20, 0.089916914166410219)] ['brother', 'handsome', 'lake', 'received', 'message', 'writing', 'captain', 'irvine', 'confidential', 'agent', 'purpose', 'communicating', 'transacting', 'nations', 'happy', 'learn', 'favored', 'divine', 'spirit', 'made', 'things', 'good', 'people', 'hurtful', 'ruinous', 'effects', 'abuse', 'spirituous', 'liquors', 'produced', 'weakened', 'bodies', 'enervated', 'minds', 'exposed', 'hunger', 'cold', 'nakedness', 'poverty', 'perpetual', 'broils', 'reduced', 'population', 'brother', 'censures', 'people', 'voluntarily', 'fatal', 'habits', 'nations', 'white', 'people', 'supplied', 'calls', 'article', 'nations', 'sold', 'individuals', 'buy', 'leaving', 'guardian', 'health', 'happiness', 'spirituous', 'liquors', 'bad', 'found', 'excellent', 'medicine', 'sick', 'improper', 'intemperate', 'health', 'makes', 'injurious', 'find', 'people', 'refrain', 'ill', 'greatly', 'applaud', 'resolution', 'affectionate', 'concern', 'happiness', 'place', 'paltry', 'gain', 'sale', 'articles', 'competition', 'injury', 'desire', 'nation', 'spirits', 'authorized', 'great', 'council', 'united', 'states'] Speech # 36 [(3, 0.97420661904889605), (5, 0.024728566136172157)] ['senate', 'house', 'representatives', 'united', 'states', 'assemble', 'fellow', 'citizens', 'state', 'beloved', 'country', 'attentions', 'drawn', 'pleasing', 'circumstances', 'mark', 'goodness', 'favor', 'flow', 'large', 'measure', 'thankfulness', 'owe', 'bounty', 'year', 'finds', 'blessed', 'peace', 'friendship', 'abroad', 'law', 'order', 'religion', 'home', 'good', 'affection', 'harmony', 'indian', 'neighbors', 'burthens', 'lightened', 'income', 'sufficient', 'public', 'produce', 'year', 'great', 'fellow', 'citizens', 'circumstances', 'meet', 'remark', 'special', 'satisfaction', 'smiles', 'providence', 'result', 'skill', 'industry', 'order', 'citizens', 'managing', 'affairs', 'unembarrassed', 'regulation', 'unoppressed', 'fiscal', 'exactions', 'restoration', 'peace', 'europe', 'portion', 'general', 'carrying', 'trade', 'fallen', 'share', 'war', 'abridged', 'returning', 'competition', 'belligerent', 'powers', 'expected', 'addition', 'find', 'parts', 'europe', 'monopolizing', 'discriminations', 'form', 'duties', 'tend', 'effectually', 'prohibit', 'carrying', 'thither', 'produce', 'vessels', 'existing'] Speech # 37 [(3, 0.99809523809498524)] ['gentlemen', 'senate', 'house', 'representatives', 'continuance', 'act', 'establishing', 'trading', 'houses', 'indian', 'tribes', 'consideration', 'legislature', 'present', 'session', 'duty', 'communicate', 'views', 'guided', 'execution', 'act', 'order', 'decide', 'policy', 'continuing', 'present', 'form', 'discontinue', 'altogether', 'public', 'good', 'indian', 'tribes', 'residing', 'limits', 'united', 'states', 'considerable', 'time', 'growing', 'uneasy', 'constant', 'diminution', 'territory', 'occupy', 'effected', 'voluntary', 'sales', 'policy', 'long', 'gaining', 'strength', 'refusing', 'absolutely', 'sale', 'conditions', 'insomuch', 'time', 'hazards', 'friendship', 'excites', 'dangerous', 'jealousies', 'perturbations', 'minds', 'make', 'overture', 'purchase', 'smallest', 'portions', 'land', 'tribes', 'obstinately', 'dispositions', 'order', 'peaceably', 'counteract', 'policy', 'provide', 'extension', 'territory', 'rapid', 'increase', 'numbers', 'call', 'measures', 'deemed', 'expedient', 'encourage', 'abandon', 'hunting', 'apply', 'raising', 'stock', 'agriculture', 'domestic', 'manufacture', 'prove', 'land', 'labor'] Speech # 38 [(3, 0.11173972422925652), (10, 0.86579129458085247), (23, 0.02148021714483692)] ['meriwether', 'lewis', 'esq', 'capt', '1st', 'regimt', 'infantry', 'situation', 'secretary', 'president', 'made', 'acquainted', 'objects', 'confidential', 'message', 'jan', '18', '1803', 'legislature', 'act', 'passed', 'tho', 'expressed', 'general', 'terms', 'meant', 'sanction', 'objects', 'appointed', 'carry', 'execution', 'instruments', 'ascertaining', 'celestial', 'observations', 'geography', 'country', 'pass', 'provided', 'light', 'articles', 'barter', 'presents', 'indians', 'arms', 'attendants', '10', '12', 'men', 'boats', 'tents', 'travelling', 'apparatus', 'ammunition', 'medecine', 'surgical', 'instruments', 'provisions', 'prepared', 'aids', 'secretary', 'war', 'yield', 'department', 'recieve', 'authority', 'engage', 'troops', 'voluntary', 'agreement', 'number', 'attendants', 'mentioned', 'commanding', 'officer', 'invested', 'powers', 'laws', 'give', 'case', 'movements', 'limits', 'directed', 'occasional', 'communications', 'adapted', 'circumstances', 'arise', 'noticed', 'respect', 'proceedings', 'departure', 'united', 'states', 'mission', 'communicated', 'ministers', 'france', 'spain', 'great'] Speech # 39 [(3, 0.99896774193535931)] ['senate', 'house', 'representatives', 'united', 'states', 'calling', 'fellow', 'citizens', 'earlier', 'day', 'contemplated', 'act', 'session', 'congress', 'insensible', 'personal', 'inconveniences', 'necessarily', 'resulting', 'unexpected', 'change', 'arrangements', 'matters', 'great', 'public', 'concernment', 'rendered', 'call', 'interest', 'feel', 'supersede', 'minds', 'private', 'considerations', 'congress', 'witnessed', 'session', 'extraordinary', 'agitation', 'produced', 'public', 'mind', 'suspension', 'deposit', 'port', 'orleans', 'assignment', 'place', 'made', 'treaty', 'continuance', 'privation', 'injurious', 'nation', 'consequences', 'flow', 'mode', 'redress', 'reposing', 'confidence', 'good', 'faith', 'government', 'officer', 'committed', 'wrong', 'friendly', 'reasonable', 'representations', 'resorted', 'deposit', 'restored', 'previous', 'period', 'unaware', 'danger', 'peace', 'perpetually', 'exposed', 'important', 'key', 'commerce', 'western', 'country', 'remained', 'foreign', 'power', 'difficulties', 'presenting', 'navigation', 'streams', 'arising', 'territories', 'pass', 'adjacent', 'propositions', 'authorized', 'obtaining', 'fair', 'conditions'] Speech # 40 [(2, 0.17147644358743167), (3, 0.6329556716249235), (13, 0.077462000903550932), (20, 0.11573968670064029)] ['long', 'heard', 'nation', 'numerous', 'peaceable', 'friendly', 'people', 'visit', 'great', 'men', 'seat', 'government', 'glad', 'hand', 'assure', 'nation', 'friends', 'born', 'land', 'live', 'brothers', 'good', 'listening', 'wicked', 'men', 'endeavor', 'make', 'enemies', 'living', 'peace', 'prosper', 'waging', 'war', 'kill', 'destroy', 'sides', 'survive', 'happier', 'brothers', 'forever', 'peace', 'good', 'neighborhood', 'seventeen', 'states', 'compose', 'great', 'growing', 'nation', 'children', 'leaves', 'trees', 'winds', 'spreading', 'forest', 'nation', 'belongs', 'growing', 'numbers', 'make', 'buy', 'lands', 'red', 'brethren', 'sell', 'assured', 'disturb', 'possessions', 'contrary', 'lines', 'established', 'mutual', 'consent', 'sacredly', 'preserved', 'protect', 'lands', 'encroachments', 'people', 'give', 'copy', 'law', 'made', 'great', 'council', 'punishing', 'people', 'encroach', 'lands', 'injure', 'carry', 'homes', 'preserve', 'shield', 'spread', 'protect', 'land', 'property', 'persons', 'request'] Speech # 41 [(3, 0.99882496940013776)] ['senate', 'house', 'representatives', 'united', 'states', 'people', 'fellowcitizens', 'sincerely', 'desire', 'happiness', 'prosperity', 'nations', 'justly', 'calculate', 'wellbeing', 'advanced', 'nations', 'intercourse', 'satisfaction', 'observe', 'war', 'lighted', 'europe', 'meeting', 'extended', 'flames', 'nations', 'marked', 'calamities', 'stain', 'footsteps', 'war', 'irregularities', 'ocean', 'generally', 'harass', 'commerce', 'neutral', 'nations', 'distant', 'parts', 'disturbed', 'occasions', 'american', 'seas', 'greater', 'peculiar', 'harbors', 'jurisdiction', 'infringements', 'authority', 'laws', 'committed', 'called', 'attention', 'friendly', 'conduct', 'governments', 'officers', 'subjects', 'acts', 'proceeded', 'respects', 'places', 'observation', 'control', 'confidence', 'representations', 'subject', 'completely', 'regarded', 'noticing', 'irregularities', 'committed', 'ocean', 'part', 'omitted', 'left', 'unprovided', 'complaints', 'received', 'persons', 'residing', 'united', 'states', 'arm', 'merchant', 'vessels', 'force', 'commerce', 'ports', 'countries', 'defiance', 'laws', 'countries', 'defiance', 'laws', 'countries', 'individuals', 'undertake'] Speech # 42 [(3, 0.94134823750639374), (6, 0.057581995051611233)] ['proceeding', 'fellow', 'citizens', 'qualification', 'constitution', 'requires', 'entrance', 'charge', 'conferred', 'duty', 'express', 'deep', 'sense', 'entertain', 'proof', 'confidence', 'fellow', 'citizens', 'large', 'zeal', 'inspires', 'conduct', 'satisfy', 'expectations', 'taking', 'station', 'occasion', 'declared', 'principles', 'believed', 'duty', 'administer', 'affairs', 'commonwealth', 'conscience', 'tells', 'occasion', 'acted', 'declaration', 'obvious', 'import', 'understanding', 'candid', 'mind', 'transaction', 'foreign', 'affairs', 'endeavored', 'cultivate', 'friendship', 'nations', 'important', 'relations', 'justice', 'occasions', 'favored', 'favor', 'lawful', 'cherished', 'mutual', 'interests', 'intercourse', 'fair', 'equal', 'terms', 'firmly', 'convinced', 'act', 'conviction', 'nations', 'individuals', 'interests', 'soundly', 'calculated', 'found', 'inseparable', 'moral', 'duties', 'history', 'bears', 'witness', 'fact', 'nation', 'word', 'recourse', 'armaments', 'wars', 'bridle', 'home', 'fellow', 'citizens', 'ill', 'suppression', 'unnecessary', 'offices', 'useless', 'establishments', 'expenses', 'enabled', 'discontinue'] Speech # 43 [(3, 0.99914362176616078)] ['senate', 'house', 'representatives', 'united', 'states', 'moment', 'nations', 'europe', 'commotion', 'arming', 'principle', 'intercourse', 'engaged', 'general', 'contest', 'countenance', 'peaceable', 'country', 'threatens', 'affected', 'passing', 'general', 'theater', 'meeting', 'representatives', 'nation', 'houses', 'congress', 'desirable', 'coming', 'section', 'country', 'bring', 'sentiments', 'information', 'enabled', 'give', 'direction', 'public', 'affairs', 'wisdom', 'approve', 'support', 'taking', 'view', 'state', 'country', 'place', 'notice', 'late', 'affliction', 'cities', 'fatal', 'fever', 'times', 'occasionally', 'visited', 'shores', 'providence', 'goodness', 'gave', 'early', 'termination', 'occasion', 'lessened', 'number', 'victims', 'fallen', 'visitations', 'disease', 'appeared', 'strictly', 'local', 'incident', 'cities', 'tide', 'waters', 'incommunicable', 'country', 'persons', 'disease', 'goods', 'carried', 'diseased', 'places', 'access', 'autumn', 'disappears', 'early', 'frosts', 'restrictions', 'narrow', 'limits', 'time', 'space', 'give', 'security', 'maritime', 'cities', 'fourths'] Speech # 44 [(3, 0.99745358090157898)] ['senate', 'house', 'representatives', 'united', 'states', 'depredations', 'committed', 'commerce', 'united', 'states', 'preceding', 'war', 'persons', 'authority', 'spain', 'sufficiently', 'made', 'duty', 'require', 'government', 'indemnifications', 'injured', 'citizens', 'convention', 'entered', 'minister', 'united', 'states', 'madrid', 'minister', 'government', 'foreign', 'affairs', 'agreed', 'spoliations', 'committed', 'spanish', 'subjects', 'carried', 'ports', 'spain', 'paid', 'nation', 'committed', 'french', 'subjects', 'carried', 'spanish', 'ports', 'remain', 'discussion', 'convention', 'returned', 'spain', 'ratification', 'transfer', 'louisiana', 'france', 'united', 'states', 'place', 'event', 'unexpected', 'disagreeable', 'spain', 'moment', 'change', 'conduct', 'dispositions', 'manifested', 'protest', 'france', 'alienate', 'louisiana', 'retracted', 'confirmed', 'high', 'offense', 'manifested', 'act', 'congress', 'establishing', 'collection', 'district', 'mobile', 'authentic', 'declaration', 'immediately', 'made', 'expressly', 'confined', 'acknowledged', 'limits', 'refused', 'ratify', 'convention', 'signed', 'minister', 'eye', 'sovereign'] Speech # 45 [(2, 0.16641921988827876), (3, 0.44782583128629566), (6, 0.13459802952146488), (12, 0.12552013313001961), (13, 0.093179219354325812), (20, 0.029723753869531709)] ['friends', 'children', 'chiefly', 'cherokee', 'nation', 'finished', 'business', 'mutual', 'satisfaction', 'leave', 'expressing', 'satisfaction', 'received', 'visit', 'eyes', 'endeavors', 'making', 'encourage', 'lead', 'improving', 'situation', 'unsuccessful', 'grain', 'sown', 'good', 'ground', 'producing', 'abundantly', 'farmers', 'learning', 'plough', 'hoe', 'enclosing', 'grounds', 'employing', 'labor', 'cultivation', 'employed', 'hunting', 'war', 'handsome', 'specimens', 'cotton', 'cloth', 'raised', 'spun', 'wove', 'raising', 'cattle', 'hogs', 'food', 'horses', 'assist', 'labors', 'children', 'assured', 'advance', 'happier', 'respectable', 'brethren', 'happened', 'meet', 'west', 'northwest', 'enabled', 'compare', 'situation', 'make', 'comparison', 'ahead', 'encouraged', 'find', 'mills', 'grind', 'corn', 'relieving', 'women', 'loss', 'time', 'beating', 'meal', 'enable', 'spin', 'weave', 'man', 'enclosed', 'improved', 'farm', 'builds', 'good', 'house', 'raised', 'plentiful', 'stocks', 'animals', 'dies', 'things', 'wife', 'children', 'loves'] Speech # 46 [(3, 0.99483870967576948)] ['information', 'received', 'sundry', 'persons', 'citizens', 'united', 'states', 'residents', 'conspiring', 'confederating', 'begin', 'set', 'foot', 'provide', 'prepare', 'means', 'military', 'expedition', 'enterprise', 'dominions', 'spain', 'purpose', 'fitting', 'arming', 'vessels', 'western', 'waters', 'united', 'states', 'collecting', 'provisions', 'arms', 'military', 'stores', 'means', 'deceiving', 'seducing', 'honest', 'wellmeaning', 'citizens', 'pretenses', 'engage', 'criminal', 'enterprises', 'organizing', 'officering', 'arming', 'contrary', 'laws', 'cases', 'made', 'provided', 'thought', 'proper', 'issue', 'proclamation', 'warning', 'enjoining', 'faithful', 'citizens', 'led', 'due', 'knowledge', 'consideration', 'participate', 'unlawful', 'enterprises', 'withdraw', 'delay', 'commanding', 'persons', 'whatsoever', 'engaged', 'concerned', 'cease', 'proceedings', 'answer', 'contrary', 'peril', 'incur', 'prosecution', 'rigors', 'law', 'enjoin', 'require', 'officers', 'civil', 'military', 'united', 'states', 'states', 'territories', 'governors', 'executive', 'authorities', 'judges', 'justices', 'officers', 'peace', 'military'] Speech # 47 [(3, 0.97869168174480425), (10, 0.016360604213219009)] ['senate', 'house', 'representatives', 'united', 'states', 'congress', 'assembled', 'fellow', 'citizens', 'great', 'satisfaction', 'announce', 'moment', 'meeting', 'difficulties', 'foreign', 'relations', 'existing', 'time', 'separation', 'amicably', 'justly', 'terminated', 'lost', 'time', 'taking', 'measures', 'bring', 'termination', 'special', 'missions', 'charged', 'powers', 'instructions', 'event', 'failure', 'leave', 'imputation', 'moderation', 'forbearance', 'delays', 'place', 'negotiations', 'british', 'government', 'appears', 'proceeded', 'forbid', 'expectation', 'session', 'enabled', 'lay', 'final', 'issue', 'negotiations', 'settling', 'differences', 'spain', 'place', 'date', 'despatches', 'enables', 'pronounce', 'western', 'side', 'mississippi', 'advanced', 'considerable', 'force', 'post', 'settlement', 'bayou', 'pierre', 'red', 'river', 'village', 'originally', 'settled', 'france', 'held', 'long', 'held', 'louisiana', 'delivered', 'spain', 'part', 'louisiana', 'small', 'insulated', 'distant', 'observed', 'moment', 'redelivery', 'france', 'united', 'states', 'continued', 'guard', 'half', 'dozen'] Speech # 48 [(2, 0.15263302167193041), (3, 0.35497143907785939), (6, 0.21783694500099166), (10, 0.074377869927927262), (20, 0.19784154303438584)] ['children', 'wolf', 'people', 'mandan', 'nation', 'hand', 'friendship', 'hearty', 'seat', 'government', 'united', 'states', 'journey', 'visit', 'fathers', 'side', 'island', 'long', 'undertaken', 'proof', 'desired', 'acquainted', 'great', 'spirit', 'protected', 'journey', 'brought', 'safely', 'residence', 'friends', 'hope', 'constantly', 'safe', 'keeping', 'restore', 'good', 'health', 'nations', 'families', 'friends', 'children', 'descended', 'nations', 'live', 'great', 'water', 'forefathers', 'long', 'grown', 'land', 'longer', 'nations', 'great', 'water', 'united', 'family', 'red', 'brethren', 'french', 'english', 'spaniards', 'agreed', 'retire', 'country', 'hold', 'canada', 'mexico', 'return', 'remember', 'words', 'speak', 'children', 'return', 'fathers', 'lose', 'change', 'spain', 'agreed', 'withdraw', 'waters', 'missouri', 'mississippi', 'felt', 'desire', 'acquainted', 'red', 'children', 'mississippi', 'uniting', 'side', 'river', 'bonds', 'peace', 'friendship', 'wished', 'learn', 'benefit', 'furnishing', 'necessaries', 'exchange'] Speech # 49 [(3, 0.79680930352792279), (9, 0.20224903833481969)] ['senate', 'house', 'representatives', 'united', 'states', 'agreeably', 'request', 'house', 'representatives', 'communicated', 'resolution', '16th', 'instant', 'proceed', 'state', 'reserve', 'expressed', 'information', 'received', 'touching', 'illegal', 'combination', 'private', 'individuals', 'peace', 'safety', 'union', 'military', 'expedition', 'planned', 'territories', 'power', 'amity', 'united', 'states', 'measures', 'pursued', 'suppressing', 'time', 'constant', 'expectation', 'receiving', 'information', 'enabled', 'lay', 'legislature', 'termination', 'beginning', 'progress', 'scene', 'depravity', 'acted', 'ohio', 'waters', 'state', 'safety', 'lower', 'country', 'estimated', 'probable', 'grounds', 'delay', 'indulged', 'circumstance', 'made', 'call', 'aid', 'legislative', 'functions', 'information', 'recently', 'communicated', 'brought', 'period', 'contemplated', 'mass', 'received', 'transactions', 'voluminous', 'sanction', 'oath', 'constitute', 'formal', 'legal', 'evidence', 'chiefly', 'form', 'letters', 'mixture', 'rumors', 'conjectures', 'suspicions', 'render', 'difficult', 'sift', 'real', 'facts', 'unadvisable', 'hazard', 'general'] Speech # 50 [(3, 0.89192454456729098), (8, 0.1060126751633875)] ['senate', 'house', 'representatives', 'united', 'states', 'compliance', 'request', 'house', 'representatives', 'expressed', 'resolution', '5th', 'instant', 'proceed', 'give', 'information', 'possessed', 'effect', 'gunboats', 'protection', 'defense', 'harbors', 'numbers', 'thought', 'proposed', 'distribution', 'ports', 'harbors', 'united', 'states', 'present', 'circumstances', 'governed', 'intentions', 'legislature', 'manifested', 'annual', 'appropriations', 'money', 'purposes', 'defence', 'concluded', 'combine', '1st', 'land', 'batteries', 'furnished', 'heavy', 'cannon', 'mortars', 'established', 'points', 'place', 'favorable', 'preventing', 'vessels', 'lying', '2d', 'movable', 'artillery', 'carried', 'occasion', 'require', 'points', 'unprovided', 'fixed', 'batteries', '3d', 'floating', 'batteries', '4th', 'gunboats', 'oppose', 'enemy', 'entrance', 'cooperate', 'batteries', 'expulsion', 'subject', 'professional', 'men', 'consulted', 'opportunity', 'general', 'wilkinson', 'late', 'general', 'gates', 'gave', 'opinions', 'writing', 'favor', 'system', 'letters', 'communicated', 'higher', 'officers', 'navy', 'gave', 'opinions'] Speech # 51 [(3, 0.97912475035868951), (10, 0.018905228227838484)] ['wars', 'time', 'unhappily', 'prevailed', 'powers', 'europe', 'united', 'states', 'america', 'firm', 'principles', 'peace', 'endeavored', 'justice', 'regular', 'discharge', 'national', 'social', 'duties', 'friendly', 'office', 'situation', 'admitted', 'maintain', 'belligerents', 'accustomed', 'relations', 'friendship', 'hospitality', 'commercial', 'intercourse', 'taking', 'part', 'questions', 'animate', 'powers', 'permitting', 'entertain', 'restoration', 'general', 'peace', 'observed', 'good', 'faith', 'neutrality', 'assumed', 'instance', 'departure', 'duties', 'justly', 'imputed', 'nation', 'free', 'harbors', 'waters', 'means', 'refitting', 'refreshment', 'succor', 'sick', 'suffering', 'times', 'equal', 'principles', 'extended', 'amidst', 'constant', 'recurrence', 'acts', 'insubordination', 'laws', 'violence', 'persons', 'trespasses', 'property', 'citizens', 'committed', 'officers', 'belligerent', 'parties', 'received', 'truth', 'abuses', 'laws', 'hospitality', 'exceptions', 'habitual', 'commanders', 'british', 'armed', 'vessels', 'hovering', 'coasts', 'frequenting', 'harbors', 'subject', 'repeated', 'representations', 'government', 'assurances'] Speech # 52 [(3, 0.94950197942537062), (9, 0.015816474860496865), (10, 0.033723983146021479)] ['senate', 'house', 'representatives', 'united', 'states', 'circumstances', 'fellowcitizens', 'threatened', 'peace', 'country', 'made', 'duty', 'convene', 'earlier', 'period', 'usual', 'love', 'peace', 'cherished', 'bosoms', 'citizens', 'long', 'guided', 'proceedings', 'public', 'councils', 'induced', 'forbearance', 'wrongs', 'insure', 'continuance', 'quiet', 'pursuits', 'industry', 'injuries', 'depredations', 'committed', 'commerce', 'navigation', 'high', 'seas', 'years', 'past', 'successive', 'innovations', 'principles', 'public', 'law', 'established', 'reason', 'usage', 'nations', 'peace', 'circumstances', 'induced', 'extraordinary', 'mission', 'london', 'instructions', 'ministers', 'framed', 'sincerest', 'spirit', 'amity', 'moderation', 'proceeded', 'conformity', 'therewith', 'propose', 'arrangements', 'embrace', 'settle', 'points', 'difference', 'mutual', 'understanding', 'neutral', 'national', 'rights', 'provide', 'commercial', 'intercourse', 'conditions', 'equality', 'long', 'fruitless', 'endeavors', 'effect', 'purposes', 'mission', 'obtain', 'arrangements', 'limits', 'instructions', 'concluded', 'sign', 'obtained', 'send', 'consideration', 'candidly'] Speech # 53 [(3, 0.99718241977615041)] ['senate', 'house', 'representatives', 'united', 'states', 'source', 'fellow', 'citizens', 'gratification', 'communications', 'europe', 'enabled', 'inform', 'belligerent', 'nations', 'disregard', 'neutral', 'rights', 'destructive', 'commerce', 'awakened', 'duty', 'true', 'policy', 'revoking', 'unrighteous', 'edicts', 'means', 'omitted', 'produce', 'salutary', 'effect', 'lost', 'time', 'availing', 'act', 'authorizing', 'suspension', 'part', 'embargo', 'laws', 'ministers', 'london', 'paris', 'instructed', 'explain', 'respective', 'governments', 'disposition', 'exercise', 'authority', 'manner', 'withdraw', 'pretext', 'aggressions', 'originally', 'founded', 'open', 'renewal', 'commercial', 'intercourse', 'alleged', 'sides', 'reluctantly', 'obstructed', 'governments', 'pledged', 'readiness', 'concur', 'renouncing', 'measure', 'reached', 'adversary', 'incontestable', 'rights', 'neutrals', 'measure', 'assumed', 'retaliation', 'asserted', 'acquiescence', 'aggressions', 'expected', 'occasion', 'seized', 'evincing', 'sincerity', 'profession', 'restoring', 'commerce', 'united', 'states', 'legitimate', 'freedom', 'instructions', 'ministers', 'respect', 'belligerents', 'necessarily', 'modified'] Speech # 54 [(0, 0.025953220034293411), (3, 0.92226848574521247), (6, 0.04988582110199883)] ['unwilling', 'depart', 'examples', 'revered', 'authority', 'avail', 'occasion', 'presented', 'express', 'profound', 'impression', 'made', 'call', 'country', 'station', 'duties', 'pledge', 'solemn', 'sanctions', 'distinguished', 'mark', 'confidence', 'proceeding', 'deliberate', 'tranquil', 'suffrage', 'free', 'virtuous', 'nation', 'circumstances', 'commanded', 'gratitude', 'devotion', 'filled', 'awful', 'sense', 'trust', 'assumed', 'circumstances', 'give', 'peculiar', 'solemnity', 'existing', 'period', 'feel', 'honor', 'responsibility', 'allotted', 'inexpressibly', 'enhanced', 'present', 'situation', 'world', 'parallel', 'country', 'full', 'difficulties', 'pressure', 'severely', 'felt', 'fallen', 'moment', 'national', 'prosperity', 'height', 'attained', 'contrast', 'resulting', 'change', 'rendered', 'striking', 'benign', 'influence', 'republican', 'institutions', 'maintenance', 'peace', 'nations', 'whilst', 'engaged', 'bloody', 'wasteful', 'wars', 'fruits', 'policy', 'enjoyed', 'unrivaled', 'growth', 'faculties', 'resources', 'proofs', 'improvements', 'agriculture', 'successful', 'enterprises', 'commerce', 'progress', 'manufacturers', 'arts', 'increase'] Speech # 55 [(3, 0.25868137816309367), (23, 0.73445295019434853)] ['returning', 'scenes', 'birth', 'early', 'life', 'society', 'raised', 'dear', 'receive', 'fellow', 'citizens', 'neighbors', 'inexpressible', 'pleasure', 'cordial', 'good', 'give', 'long', 'absent', 'duties', 'history', 'wonderful', 'era', 'made', 'incumbent', 'called', 'pomp', 'turmoil', 'bustle', 'splendor', 'office', 'drawn', 'deeper', 'sighs', 'tranquil', 'irresponsible', 'occupations', 'private', 'life', 'enjoyment', 'affectionate', 'intercourse', 'neighbors', 'friends', 'endearments', 'family', 'love', 'nature', 'sweetener', 'hour', 'gladly', 'lay', 'distressing', 'burthen', 'power', 'seek', 'fellow', 'citizens', 'repose', 'safety', 'watchful', 'cares', 'labors', 'perplexities', 'younger', 'abler', 'minds', 'anxieties', 'express', 'administer', 'happiness', 'confer', 'happiness', 'measure', 'complete', 'endeavors', 'fulfill', 'duties', 'public', 'stations', 'called', 'obtained', 'approbation', 'country', 'part', 'acted', 'theatre', 'public', 'life', 'sentence', 'submit', 'testimony', 'native', 'country', 'individuals', 'private', 'life', 'conduct', 'duties', 'relations'] Speech # 56 [(3, 0.99787610619449663)] ['fellowcitizens', 'senate', 'house', 'representatives', 'occasion', 'meeting', 'affords', 'satisfaction', 'communicate', 'commencement', 'favorable', 'change', 'foreign', 'relations', 'critical', 'state', 'induced', 'session', 'congress', 'early', 'period', 'consequence', 'provisions', 'act', 'interdicting', 'commercial', 'intercourse', 'great', 'britain', 'france', 'ministers', 'london', 'paris', 'delay', 'instructed', 'understood', 'french', 'british', 'governments', 'authority', 'vested', 'executive', 'renew', 'commercial', 'intercourse', 'respective', 'nations', 'exercised', 'case', 'act', 'instructions', 'dispatched', 'found', 'british', 'government', 'anticipating', 'early', 'proceedings', 'congress', 'session', 'state', 'laws', 'effect', 'placing', 'belligerent', 'powers', 'footing', 'equal', 'restrictions', 'relying', 'conciliatory', 'disposition', 'united', 'states', 'transmitted', 'legation', 'provisional', 'instructions', 'offer', 'satisfaction', 'attack', 'frigate', 'chesapeake', 'make', 'determination', 'britannic', 'majesty', 'send', 'envoy', 'extraordinary', 'powers', 'conclude', 'treaty', 'points', 'countries', 'signify', 'willingness', 'meantime', 'withdraw', 'orders'] Speech # 57 [(3, 0.99863636362816244)] ['fellow', 'citizens', 'senate', 'house', 'representatives', 'period', 'meeting', 'satisfaction', 'communicating', 'adjustment', 'principal', 'belligerent', 'nations', 'highly', 'important', 'presaging', 'extended', 'accommodation', 'deep', 'concern', 'inform', 'favorable', 'prospect', 'overclouded', 'refusal', 'british', 'government', 'abide', 'act', 'minister', 'plenipotentiary', 'ensuing', 'policy', 'united', 'states', 'communications', 'minister', 'replace', 'pleas', 'urged', 'disavowal', 'engagements', 'formed', 'diplomatic', 'functionaries', 'cases', 'terms', 'engagements', 'mutual', 'ratification', 'reserved', 'notice', 'time', 'departure', 'instructions', 'extraordinary', 'cases', 'essentially', 'violating', 'principles', 'equity', 'disavowal', 'apprehended', 'case', 'notice', 'violation', 'existed', 'ratification', 'reserved', 'proof', 'engagement', 'executed', 'ratification', 'contemplated', 'instructions', 'good', 'faith', 'carried', 'execution', 'part', 'united', 'states', 'considerations', 'restrained', 'british', 'government', 'disavowing', 'arrangement', 'virtue', 'orders', 'council', 'revoked', 'event', 'authorizing', 'renewal', 'commercial', 'intercourse', 'place', 'necessarily', 'question'] Speech # 58 [(3, 0.98867551361460271)] ['territory', 'south', 'mississippi', 'territory', 'eastward', 'river', 'mississippi', 'extending', 'river', 'perdido', 'possession', 'delivered', 'united', 'states', 'pursuance', 'treaty', 'concluded', 'paris', '30th', 'april', '1803', 'times', 'considered', 'claimed', 'colony', 'louisiana', 'conveyed', 'treaty', 'extent', 'hands', 'spain', 'france', 'originally', 'possessed', 'acquiescence', 'united', 'states', 'temporary', 'continuance', 'territory', 'spanish', 'authority', 'result', 'distrust', 'title', 'evinced', 'general', 'tenor', 'laws', 'distinction', 'made', 'application', 'laws', 'territory', 'foreign', 'countries', 'occasioned', 'conciliatory', 'views', 'confidence', 'justice', 'success', 'candid', 'discussion', 'amicable', 'negotiation', 'friendly', 'power', 'satisfactory', 'adjustment', 'long', 'delayed', 'fault', 'united', 'states', 'time', 'suspended', 'events', 'control', 'crisis', 'length', 'arrived', 'subversive', 'order', 'things', 'spanish', 'authorities', 'failure', 'united', 'states', 'territory', 'possession', 'lead', 'events', 'ultimately', 'contravening', 'views', 'parties', 'whilst', 'meantime'] Speech # 59 [(3, 0.98908821392163582), (15, 0.010004488247898164)] ['fellow', 'citizens', 'senate', 'house', 'representatives', 'embarrassments', 'prevailed', 'foreign', 'relations', 'employed', 'deliberations', 'congress', 'make', 'primary', 'duty', 'meeting', 'communicate', 'occurred', 'branch', 'national', 'affairs', 'act', 'session', 'congress', 'commercial', 'intercourse', 'united', 'states', 'great', 'britain', 'france', 'dependencies', 'invited', 'form', 'termination', 'edicts', 'neutral', 'commerce', 'copies', 'act', 'immediately', 'forwarded', 'ministers', 'london', 'paris', 'view', 'object', 'early', 'attention', 'french', 'british', 'governments', 'communication', 'received', 'minister', 'paris', 'appeared', 'knowledge', 'act', 'french', 'government', 'declaration', 'berlin', 'milan', 'decrees', 'revoked', 'cease', 'effect', 'day', 'november', 'ensuing', 'edicts', 'france', 'description', 'act', 'revocation', 'ceased', 'date', 'violate', 'neutral', 'commerce', 'fact', 'prescribed', 'law', 'announced', 'proclamation', 'bearing', 'date', '2nd', 'november', 'accorded', 'conciliatory', 'views', 'proceeding', 'part', 'france', 'extended', 'grounds', 'complaint', 'remain'] Speech # 60 [(3, 0.56466753120024882), (7, 0.42871376375902831)] ['examined', 'considered', 'bill', 'entitled', 'act', 'incorporating', 'protestant', 'episcopal', 'church', 'town', 'alexandria', 'district', 'columbia', 'return', 'bill', 'house', 'representatives', 'originated', 'objections', 'bill', 'exceeds', 'rightful', 'authority', 'governments', 'limited', 'essential', 'distinction', 'civil', 'religious', 'functions', 'violates', 'article', 'constitution', 'united', 'states', 'declares', 'congress', 'make', 'law', 'respecting', 'religious', 'establishment', 'bill', 'enacts', 'establishes', 'law', 'sundry', 'rules', 'proceedings', 'relative', 'purely', 'organization', 'polity', 'church', 'incorporated', 'comprehending', 'election', 'removal', 'minister', 'change', 'made', 'society', 'general', 'church', 'member', 'authority', 'recognizes', 'church', 'religious', 'establishment', 'law', 'legal', 'force', 'sanction', 'articles', 'constitution', 'administration', 'considered', 'articles', 'established', 'descriptive', 'criteria', 'corporate', 'identity', 'society', 'identity', 'depend', 'characteristics', 'regulations', 'established', 'generally', 'unessential', 'alterable', 'principles', 'cannons', 'churches', 'denomination', 'govern', 'injunctions', 'prohibitions'] Speech # 61 [(3, 0.99897326203199266)] ['fellow', 'citizens', 'senate', 'house', 'representatives', 'calling', 'sooner', 'separation', 'homes', 'required', 'yielded', 'considerations', 'drawn', 'posture', 'foreign', 'affairs', 'fixing', 'present', 'time', 'meeting', 'regard', 'probability', 'developments', 'policy', 'belligerent', 'powers', 'country', 'unite', 'national', 'councils', 'measures', 'pursued', 'close', 'session', 'congress', 'hoped', 'successive', 'confirmations', 'extinction', 'french', 'decrees', 'violated', 'neutral', 'commerce', 'induced', 'government', 'great', 'britain', 'repeal', 'orders', 'council', 'authorize', 'removal', 'existing', 'obstructions', 'commerce', 'united', 'states', 'reasonable', 'step', 'satisfaction', 'friendship', 'nations', 'orders', 'moment', 'expected', 'put', 'rigorous', 'execution', 'communicated', 'british', 'envoy', 'arrived', 'whilst', 'revocation', 'edicts', 'france', 'officially', 'made', 'british', 'government', 'denied', 'place', 'indispensable', 'condition', 'repeal', 'british', 'orders', 'commerce', 'restored', 'footing', 'admit', 'productions', 'manufactures', 'great', 'britain', 'owned', 'neutrals', 'markets', 'shut'] Speech # 62 [(3, 0.94116604774989332), (23, 0.056665003650961367)] ['senate', 'house', 'representatives', 'united', 'states', 'communicate', 'congress', 'documents', 'continuation', 'heretofore', 'laid', 'subject', 'affairs', 'great', 'britain', 'back', 'renewal', '1803', 'war', 'great', 'britain', 'engaged', 'omitting', 'unrepaired', 'wrongs', 'inferior', 'magnitude', 'conduct', 'government', 'presents', 'series', 'acts', 'hostile', 'united', 'states', 'independent', 'neutral', 'nation', 'british', 'cruisers', 'continued', 'practice', 'violating', 'american', 'flag', 'great', 'highway', 'nations', 'seizing', 'carrying', 'persons', 'sailing', 'exercise', 'belligerent', 'founded', 'law', 'nations', 'enemy', 'municipal', 'prerogative', 'british', 'subjects', 'british', 'jurisdiction', 'extended', 'neutral', 'vessels', 'situation', 'laws', 'operate', 'law', 'nations', 'laws', 'country', 'vessels', 'belong', 'selfredress', 'assumed', 'british', 'subjects', 'wrongfully', 'detained', 'concerned', 'substitution', 'force', 'resort', 'responsible', 'sovereign', 'falls', 'definition', 'war', 'seizure', 'british', 'subjects', 'cases', 'regarded', 'exercise', 'belligerent', 'acknowledged', 'laws'] Speech # 63 [(3, 0.94379326498342686), (14, 0.049183834252106179)] ['president', 'united', 'states', 'america', 'proclamation', 'congress', 'united', 'states', 'virtue', 'constituted', 'authority', 'vested', 'declared', 'act', 'bearing', 'date', '18th', 'day', 'present', 'month', 'war', 'exists', 'united', 'kingdom', 'great', 'britain', 'ireland', 'dependencies', 'thereof', 'united', 'states', 'america', 'territories', 'james', 'madison', 'president', 'united', 'states', 'america', 'proclaim', 'concern', 'specially', 'enjoin', 'persons', 'holding', 'offices', 'civil', 'military', 'authority', 'united', 'states', 'vigilant', 'zealous', 'discharging', 'duties', 'incident', 'thereto', 'exhort', 'good', 'people', 'united', 'states', 'love', 'country', 'precious', 'heritage', 'derived', 'virtue', 'valor', 'fathers', 'feel', 'wrongs', 'forced', 'resort', 'injured', 'nations', 'consult', 'means', 'blessing', 'divine', 'providence', 'abridging', 'calamities', 'exert', 'preserving', 'order', 'promoting', 'concord', 'maintaining', 'authority', 'efficacy', 'laws', 'supporting', 'invigorating', 'measures', 'adopted', 'constituted', 'authorities', 'obtaining', 'speedy'] Speech # 64 [(3, 0.93491814951802821), (17, 0.058216178839200126)] ['congress', 'united', 'states', 'joint', 'resolution', 'houses', 'signified', 'request', 'day', 'recommended', 'observed', 'people', 'united', 'states', 'religious', 'solemnity', 'day', 'public', 'humiliation', 'prayer', 'recommendation', 'enable', 'religious', 'denominations', 'societies', 'disposed', 'offer', 'time', 'common', 'vows', 'adorations', 'almighty', 'god', 'solemn', 'occasion', 'produced', 'war', 'pleased', 'permit', 'injustice', 'foreign', 'power', 'involve', 'united', 'states', 'recommend', 'thursday', 'august', 'convenient', 'day', 'set', 'devout', 'purposes', 'rendering', 'sovereign', 'universe', 'benefactor', 'mankind', 'public', 'homage', 'due', 'holy', 'attributes', 'acknowledging', 'transgressions', 'justly', 'provoke', 'manifestations', 'divine', 'displeasure', 'seeking', 'merciful', 'forgiveness', 'assistance', 'great', 'duties', 'repentance', 'amendment', 'offering', 'fervent', 'supplications', 'present', 'season', 'calamity', 'war', 'american', 'people', 'peculiar', 'care', 'protection', 'guide', 'public', 'councils', 'animate', 'patriotism', 'bestow', 'blessing', 'arms', 'inspire', 'nations'] Speech # 65 [(3, 0.95250249508313445), (18, 0.046797352709793273)] ['fellow', 'citizens', 'senate', 'house', 'representatives', 'present', 'meeting', 'duty', 'invite', 'attention', 'providential', 'favors', 'country', 'experienced', 'unusual', 'degree', 'health', 'dispensed', 'inhabitants', 'rich', 'abundance', 'earth', 'rewarded', 'labors', 'bestowed', 'successful', 'cultivation', 'branches', 'industry', 'progress', 'general', 'improvement', 'favorable', 'national', 'prosperity', 'occasion', 'mutual', 'congratulations', 'thankfulness', 'blessings', 'necessarily', 'mingled', 'pressures', 'vicissitudes', 'incident', 'state', 'war', 'united', 'states', 'forced', 'perseverance', 'foreign', 'power', 'system', 'injustice', 'aggression', 'previous', 'declaration', 'deemed', 'proper', 'measure', 'precaution', 'forecast', 'considerable', 'force', 'michigan', 'territory', 'general', 'view', 'security', 'event', 'war', 'operations', 'uppermost', 'canada', 'intercept', 'hostile', 'influence', 'great', 'britain', 'savages', 'obtain', 'command', 'lake', 'part', 'canada', 'borders', 'maintain', 'cooperating', 'relations', 'forces', 'conveniently', 'employed', 'parts', 'brigadiergeneral', 'hull', 'charged', 'provisional', 'service', 'command'] Speech # 66 [(3, 0.80153878178466298), (6, 0.11550640965154936), (18, 0.04499255672721849), (19, 0.036237405840480984)] ['add', 'solemnity', 'oath', 'obligations', 'imposed', 'call', 'station', 'country', 'heretofore', 'find', 'presence', 'respectable', 'assembly', 'opportunity', 'publicly', 'repeating', 'profound', 'sense', 'distinguished', 'confidence', 'responsibility', 'united', 'impressions', 'strengthened', 'evidence', 'faithful', 'endeavors', 'discharge', 'arduous', 'duties', 'favorably', 'estimated', 'consideration', 'momentous', 'period', 'trust', 'renewed', 'weight', 'magnitude', 'belonging', 'compelled', 'shrink', 'reliance', 'support', 'enlightened', 'generous', 'people', 'felt', 'deeply', 'conviction', 'war', 'powerful', 'nation', 'forms', 'prominent', 'feature', 'situation', 'stamped', 'justice', 'invites', 'smiles', 'heaven', 'means', 'conducting', 'successful', 'termination', 'cherish', 'sentiment', 'presumption', 'reflect', 'characters', 'war', 'distinguished', 'declared', 'part', 'united', 'states', 'long', 'made', 'reality', 'arguments', 'postulations', 'exhausted', 'positive', 'declaration', 'received', 'wrongs', 'provoking', 'discontinued', 'appeal', 'longer', 'delayed', 'breaking', 'spirit', 'nation', 'destroying', 'confidence', 'political', 'institutions', 'perpetuating'] Speech # 67 [(3, 0.99891891891879558)] ['fellowcitizens', 'senate', 'house', 'representatives', 'early', 'day', 'close', 'session', 'congress', 'offer', 'formally', 'communicated', 'imperial', 'majesty', 'emperor', 'russia', 'mediation', 'common', 'friend', 'united', 'states', 'great', 'britain', 'purpose', 'facilitating', 'peace', 'high', 'character', 'emperor', 'alexander', 'satisfactory', 'pledge', 'sincerity', 'impartiality', 'offer', 'immediately', 'accepted', 'proof', 'disposition', 'part', 'united', 'states', 'meet', 'adversary', 'honorable', 'experiments', 'terminating', 'war', 'determined', 'avoid', 'intermediate', 'delays', 'incident', 'distance', 'parties', 'definitive', 'provision', 'contemplated', 'negotiation', 'eminent', 'citizens', 'commissioned', 'requisite', 'powers', 'conclude', 'treaty', 'peace', 'persons', 'clothed', 'powers', 'part', 'great', 'britain', 'authorized', 'enter', 'conventional', 'regulations', 'commerce', 'countries', 'mutually', 'advantageous', 'envoys', 'united', 'states', 'time', 'appointment', 'proceeded', 'join', 'colleague', 'st', 'petersburg', 'envoys', 'received', 'commission', 'authorizing', 'conclude', 'russia', 'treaty', 'commerce', 'view'] Speech # 68 [(3, 0.76130201268125086), (6, 0.18659222144520027), (10, 0.049381307668837041)] ['congress', 'united', 'states', 'joint', 'resolution', 'houses', 'signified', 'request', 'day', 'recommended', 'observed', 'people', 'united', 'states', 'religious', 'solemnity', 'day', 'public', 'humiliation', 'prayer', 'times', 'public', 'calamity', 'war', 'brought', 'united', 'states', 'injustice', 'foreign', 'government', 'hearts', 'touched', 'eyes', 'turned', 'almighty', 'power', 'hand', 'welfare', 'destiny', 'nations', 'issue', 'proclamation', 'recommending', 'piously', 'disposed', 'unite', 'hearts', 'voices', 'addressing', 'time', 'vows', 'adorations', 'great', 'parent', 'sovereign', 'universe', 'assemble', 'thursday', 'september', 'respective', 'religious', 'congregations', 'render', 'blessings', 'bestowed', 'people', 'united', 'states', 'blessed', 'land', 'capable', 'yielding', 'necessaries', 'requisites', 'human', 'life', 'ample', 'means', 'convenient', 'exchanges', 'foreign', 'countries', 'blessed', 'labors', 'employed', 'cultivation', 'improvement', 'blessing', 'exertions', 'extend', 'establish', 'arts', 'manufactures', 'secure', 'supplies', 'important', 'remain', 'dependent', 'precarious', 'policy'] Speech # 69 [(3, 0.91813934036175882), (18, 0.081175115673932041)] ['fellow', 'citizens', 'senate', 'house', 'representatives', 'meeting', 'present', 'interesting', 'conjuncture', 'highly', 'satisfactory', 'communicated', 'favorable', 'result', 'mission', 'charged', 'negotiations', 'restoring', 'peace', 'expectation', 'respect', 'due', 'distinguished', 'sovereign', 'invited', 'offer', 'mediation', 'readiness', 'invitation', 'accepted', 'part', 'united', 'states', 'pledge', 'found', 'act', 'legislature', 'liberality', 'plenipotentiaries', 'carry', 'negotiations', 'time', 'lost', 'british', 'government', 'embracing', 'experiment', 'hastening', 'stop', 'effusion', 'blood', 'prompt', 'cordial', 'acceptance', 'mediation', 'side', 'doubted', 'nature', 'submit', 'rights', 'pretensions', 'side', 'decision', 'umpire', 'afford', 'opportunity', 'honorable', 'desirable', 'discussing', 'adjusting', 'interest', 'british', 'cabinet', 'mistaking', 'desire', 'peace', 'dread', 'british', 'power', 'misled', 'fallacious', 'calculations', 'disappointed', 'reasonable', 'anticipation', 'communications', 'envoys', 'reached', 'information', 'subject', 'received', 'source', 'mediation', 'declined', '1st', 'instance', 'evidence', 'notwithstanding', 'lapse', 'time'] Speech # 70 [(3, 0.92127678973351379), (6, 0.050043838108081162), (18, 0.025726352023795824)] ['enemy', 'sudden', 'incursion', 'succeeded', 'invading', 'capital', 'nation', 'defended', 'moment', 'troops', 'numerous', 'militia', 'possession', 'single', 'day', 'wantonly', 'destroyed', 'public', 'edifices', 'relation', 'structure', 'operations', 'war', 'time', 'military', 'annoyance', 'edifices', 'costly', 'monuments', 'taste', 'arts', 'depositories', 'public', 'archives', 'precious', 'nation', 'memorials', 'origin', 'early', 'transactions', 'interesting', 'nations', 'contributions', 'general', 'stock', 'historical', 'instruction', 'political', 'science', 'advantage', 'loss', 'fort', 'immediately', 'guarding', 'neighboring', 'town', 'alexandria', 'place', 'town', 'range', 'naval', 'force', 'long', 'habit', 'abusing', 'superiority', 'applied', 'require', 'alternative', 'general', 'conflagration', 'undisturbed', 'plunder', 'private', 'property', 'executed', 'manner', 'peculiarly', 'distressing', 'inhabitants', 'inconsiderately', 'cast', 'justice', 'generosity', 'victor', 'appears', 'direct', 'communication', 'british', 'commander', 'american', 'station', 'avowed', 'purpose', 'employ', 'force', 'direction', 'destroying', 'laying', 'waste'] Speech # 71 [(3, 0.92227518180125767), (18, 0.076700319312192844)] ['fellow', 'citizens', 'senate', 'house', 'representatives', 'notwithstanding', 'early', 'day', 'fixed', 'session', 'present', 'year', 'induced', 'call', 'sooner', 'inadequacy', 'existing', 'provisions', 'treasury', 'supplied', 'delay', 'happen', 'providing', 'result', 'negotiations', 'foot', 'great', 'britain', 'require', 'arrangements', 'adapted', 'return', 'peace', 'effective', 'provisions', 'prosecuting', 'war', 'result', 'hand', 'repeal', 'orders', 'council', 'general', 'pacification', 'europe', 'withdrew', 'occasion', 'impressments', 'american', 'vessels', 'practiced', 'suggest', 'expectations', 'peace', 'amity', 'reestablished', 'compelled', 'hand', 'refusal', 'british', 'government', 'accept', 'offered', 'mediation', 'emperor', 'russia', 'delays', 'giving', 'effect', 'proposal', 'direct', 'negotiation', 'principles', 'manner', 'war', 'avowedly', 'carried', 'infer', 'spirit', 'hostility', 'indulged', 'violent', 'rights', 'prosperity', 'country', 'increased', 'violence', 'explained', 'important', 'circumstances', 'great', 'contest', 'europe', 'equilibrium', 'guaranteeing', 'states', 'ambition', 'closed', 'check', 'overbearing'] Speech # 72 [(3, 0.97884987199233608), (15, 0.019401078577837398)] ['senate', 'united', 'states', 'bestowed', 'bill', 'entitled', 'act', 'incorporate', 'subscribers', 'bank', 'united', 'states', 'america', 'full', 'consideration', 'due', 'great', 'importance', 'subject', 'dictated', 'respect', 'feel', 'houses', 'congress', 'constrained', 'deep', 'solemn', 'conviction', 'bill', 'law', 'return', 'senate', 'originated', 'objections', 'waiving', 'question', 'constitutional', 'authority', 'legislature', 'establish', 'incorporated', 'bank', 'precluded', 'judgment', 'repeated', 'recognitions', 'varied', 'circumstances', 'validity', 'institution', 'acts', 'legislative', 'executive', 'judicial', 'branches', 'government', 'accompanied', 'indications', 'modes', 'concurrence', 'general', 'nation', 'proposed', 'bank', 'calculated', 'answer', 'purposes', 'reviving', 'public', 'credit', 'providing', 'national', 'medium', 'circulation', 'aiding', 'treasury', 'facilitating', 'indispensable', 'anticipations', 'revenue', 'affording', 'public', 'durable', 'loans', '1', 'capital', 'bank', 'compounded', 'specie', 'public', 'stocks', 'treasury', 'notes', 'convertible', 'stock', 'proportion', 'subscriber', 'furnish', 'amount', 'stock'] Speech # 73 [(3, 0.96690447234081989), (6, 0.030496657602356654)] ['senate', 'house', 'representatives', 'united', 'states', 'lay', 'congress', 'copies', 'treaty', 'peace', 'amity', 'united', 'states', 'britannic', 'majesty', 'signed', 'commissioners', 'parties', 'ghent', '24th', 'december', '1814', 'ratifications', 'duly', 'exchanged', 'performing', 'act', 'congratulate', 'constituents', 'event', 'highly', 'honorable', 'nation', 'terminates', 'peculiar', 'felicity', 'campaign', 'signalized', 'brilliant', 'successes', 'late', 'war', 'reluctantly', 'declared', 'congress', 'resort', 'assert', 'rights', 'independence', 'nation', 'waged', 'success', 'natural', 'result', 'wisdom', 'legislative', 'councils', 'patriotism', 'people', 'public', 'spirit', 'militia', 'valor', 'military', 'naval', 'forces', 'country', 'peace', 'times', 'blessing', 'peculiarly', 'wel', 'period', 'war', 'ceased', 'operate', 'government', 'demonstrated', 'efficiency', 'powers', 'defense', 'nation', 'review', 'conduct', 'regret', 'reproach', 'recommend', 'care', 'beneficence', 'gallant', 'men', 'achievements', 'department', 'military', 'ser', 'vice', 'land', 'water', 'essentially', 'con'] Speech # 74 [(3, 0.95022874549650782), (15, 0.049089773021950001)] ['fellowcitizens', 'senate', 'house', 'representatives', 'satisfaction', 'present', 'meeting', 'communicate', 'successful', 'termination', 'war', 'commenced', 'united', 'states', 'regency', 'algiers', 'squadron', 'advance', 'service', 'commodore', 'decatur', 'lost', 'moment', 'arrival', 'mediterranean', 'seeking', 'naval', 'force', 'enemy', 'cruising', 'sea', 'succeeded', 'capturing', 'ships', 'principal', 'ship', 'commanded', 'algerine', 'admiral', 'high', 'character', 'american', 'commander', 'brilliantly', 'sustained', 'occasion', 'brought', 'ship', 'close', 'action', 'adversary', 'accustomed', 'gallantry', 'officers', 'men', 'engaged', 'prepared', 'demonstration', 'american', 'skill', 'prowess', 'hastened', 'port', 'algiers', 'peace', 'promptly', 'yielded', 'victorious', 'force', 'terms', 'stipulated', 'rights', 'honor', 'united', 'states', 'consulted', 'perpetual', 'relinquishment', 'part', 'dey', 'pretensions', 'tribute', 'impressions', 'made', 'strengthened', 'subsequent', 'transactions', 'regencies', 'tunis', 'tripoli', 'appearance', 'larger', 'force', 'commodore', 'bainbridge', 'chief', 'command', 'expedition', 'judicious', 'precautionary'] Speech # 75 [(3, 0.96440995151753417), (23, 0.028395358753619468)] ['fellow', 'citizens', 'senate', 'house', 'representatives', 'reviewing', 'present', 'state', 'country', 'attention', 'withheld', 'effect', 'produced', 'peculiar', 'seasons', 'generally', 'impaired', 'annual', 'gifts', 'earth', 'threatened', 'scarcity', 'districts', 'variety', 'soils', 'climates', 'products', 'extensive', 'limits', 'aggregate', 'resources', 'subsistence', 'sufficient', 'aggregate', 'economy', 'consumption', 'usual', 'thankfulness', 'due', 'providence', 'compensation', 'remarkable', 'health', 'distinguished', 'present', 'year', 'amidst', 'advantages', 'succeeded', 'peace', 'europe', 'united', 'states', 'great', 'britain', 'general', 'invigoration', 'industry', 'extension', 'commerce', 'disclosing', 'commercial', 'nations', 'regretted', 'depression', 'experienced', 'branches', 'manufactures', 'portion', 'navigation', 'proceeds', 'essential', 'degree', 'excess', 'imported', 'merchandise', 'carries', 'check', 'tendency', 'present', 'extent', 'long', 'duration', 'evil', 'viewed', 'congress', 'recollection', 'manufacturing', 'establishments', 'suffered', 'sink', 'low', 'languish', 'long', 'revive', 'ceased', 'vicissitudes', 'human', 'affairs', 'situations'] Speech # 76 [(3, 0.96468782710342793), (11, 0.032720623600552952)] ['house', 'representatives', 'united', 'states', 'considered', 'bill', 'day', 'presented', 'entitled', 'act', 'set', 'pledge', 'funds', 'internal', 'improvements', 'sets', 'pledges', 'funds', 'constructing', 'roads', 'canals', 'improving', 'navigation', 'water', 'courses', 'order', 'facilitate', 'promote', 'give', 'security', 'internal', 'commerce', 'states', 'render', 'easy', 'expensive', 'means', 'provisions', 'common', 'defense', 'constrained', 'insuperable', 'difficulty', 'feel', 'reconciling', 'bill', 'constitution', 'united', 'states', 'return', 'objection', 'house', 'representatives', 'originated', 'legislative', 'powers', 'vested', 'congress', 'enumerated', 'eighth', 'section', 'article', 'constitution', 'power', 'proposed', 'exercised', 'bill', 'enumerated', 'powers', 'falls', 'interpretation', 'power', 'make', 'laws', 'proper', 'carrying', 'execution', 'powers', 'vested', 'constitution', 'government', 'united', 'states', 'power', 'regulate', 'commerce', 'states', 'include', 'power', 'construct', 'roads', 'canals', 'improve', 'navigation', 'water', 'courses', 'order', 'facilitate', 'promote', 'secure'] Speech # 77 [(3, 0.96354623861641209), (23, 0.035762032060198519)] ['destitute', 'feeling', 'deeply', 'affected', 'strong', 'proof', 'fellowcitizens', 'confidence', 'calling', 'high', 'office', 'functions', 'assume', 'expression', 'good', 'opinion', 'conduct', 'public', 'service', 'derive', 'gratification', 'conscious', 'merit', 'feel', 'sensibility', 'increased', 'estimate', 'importance', 'trust', 'nature', 'extent', 'duties', 'proper', 'discharge', 'highest', 'interests', 'great', 'free', 'people', 'intimately', 'connected', 'conscious', 'deficiency', 'enter', 'duties', 'great', 'anxiety', 'result', 'responsibility', 'shrink', 'calculating', 'confidence', 'efforts', 'promote', 'public', 'welfare', 'motives', 'duly', 'appreciated', 'conduct', 'viewed', 'candor', 'indulgence', 'experienced', 'stations', 'commencing', 'duties', 'chief', 'executive', 'office', 'practice', 'distinguished', 'men', 'explain', 'principles', 'govern', 'respective', 'administrations', 'venerated', 'attention', 'naturally', 'drawn', 'great', 'contributed', 'principal', 'degree', 'produce', 'present', 'happy', 'condition', 'united', 'states', 'explain', 'nature', 'duties', 'shed', 'light', 'policy', 'pursued', 'future'] Speech # 78 [(3, 0.99458277939912021)] ['fellow', 'citizens', 'senate', 'house', 'representatives', 'period', 'political', 'existence', 'felicitate', 'prosperous', 'happy', 'condition', 'country', 'abundant', 'fruits', 'earth', 'filled', 'plenty', 'extensive', 'profitable', 'commerce', 'greatly', 'augmented', 'revenue', 'public', 'credit', 'attained', 'extraordinary', 'elevation', 'preparations', 'defense', 'case', 'future', 'wars', 'experience', 'nations', 'expect', 'exempted', 'advancing', 'welldigested', 'system', 'dispatch', 'important', 'work', 'admit', 'free', 'government', 'founded', 'interest', 'affections', 'people', 'gained', 'daily', 'gaining', 'strength', 'local', 'jealousies', 'rapidly', 'yielding', 'generous', 'enlarged', 'enlightened', 'views', 'national', 'policy', 'advantages', 'numerous', 'highly', 'important', 'duty', 'unite', 'grateful', 'acknowledgements', 'omnipotent', 'derived', 'unceasing', 'prayer', 'endow', 'virtue', 'strength', 'maintain', 'hand', 'utmost', 'purity', 'latest', 'posterity', 'satisfaction', 'inform', 'arrangement', 'commenced', 'predecessor', 'british', 'government', 'reduction', 'naval', 'force', 'great', 'britain', 'united', 'states'] Speech # 79 [(0, 0.0102461052203451), (3, 0.98923116750678541)] ['fellow', 'citizens', 'senate', 'house', 'representatives', 'auspicious', 'circumstances', 'commence', 'duties', 'present', 'session', 'lighten', 'burdens', 'inseparable', 'high', 'trust', 'committed', 'fruits', 'earth', 'unusually', 'abundant', 'commerce', 'flourished', 'revenue', 'exceeded', 'favorable', 'anticipation', 'peace', 'amity', 'preserved', 'foreign', 'nations', 'conditions', 'honorable', 'country', 'inestimable', 'blessings', 'grateful', 'providence', 'watches', 'destiny', 'nations', 'term', 'limited', 'operation', 'commercial', 'convention', 'great', 'britain', 'expire', 'early', 'month', 'july', 'deemed', 'important', 'interval', 'portion', 'commerce', 'provided', 'convention', 'regulated', 'arrangement', 'governments', 'authority', 'congress', 'minister', 'united', 'states', 'london', 'instructed', 'early', 'summer', 'invite', 'attention', 'british', 'government', 'subject', 'view', 'object', 'instructed', 'propose', 'negotiation', 'wished', 'open', 'extend', 'general', 'commerce', 'countries', 'interest', 'unsettled', 'difference', 'hope', 'arrangement', 'made', 'principles', 'reciprocal', 'advantage', 'comprehend', 'provide', 'satisfactory'] Speech # 80 [(3, 0.99947165657672832)] ['fellow', 'citizens', 'senate', 'house', 'representatives', 'public', 'buildings', 'advanced', 'stage', 'afford', 'accommodation', 'congress', 'offer', 'sincere', 'congratulations', 'recommencement', 'duties', 'capitol', 'bringing', 'view', 'incidents', 'deserving', 'attention', 'occurred', 'session', 'regret', 'state', 'principal', 'cities', 'suffered', 'sickness', 'unusual', 'drought', 'prevailed', 'middle', 'western', 'states', 'derangement', 'felt', 'moneyed', 'institutions', 'proportionably', 'affected', 'credit', 'happy', 'power', 'assure', 'health', 'cities', 'completely', 'restored', 'produce', 'year', 'abundant', 'usual', 'amply', 'sufficient', 'home', 'consumption', 'afford', 'large', 'surplus', 'supply', 'nations', 'derangement', 'circulating', 'paper', 'medium', 'left', 'remedies', 'obvious', 'suggested', 'good', 'sense', 'virtue', 'fellow', 'citizens', 'supplied', 'diminished', 'informed', 'congress', '27th', 'february', 'treaty', 'amity', 'settlement', 'limits', 'concluded', 'city', 'united', 'states', 'spain', 'ratified', 'competent', 'authorities', 'full', 'confidence', 'entertained', 'ratified', 'catholic'] Speech # 81 [(3, 0.99930485155611037)] ['fellow', 'citizens', 'senate', 'house', 'representatives', 'communicating', 'view', 'public', 'affairs', 'commencement', 'present', 'labors', 'great', 'satisfaction', 'taking', 'circumstances', 'consideration', 'claim', 'attention', 'rejoice', 'felicity', 'situation', 'making', 'remark', 'understood', 'imply', 'unvaried', 'prosperity', 'interest', 'great', 'community', 'progress', 'nation', 'inhabiting', 'territory', 'vast', 'extent', 'great', 'variety', 'climate', 'portion', 'engaged', 'foreign', 'commerce', 'liable', 'affected', 'degree', 'occur', 'condition', 'regulations', 'foreign', 'countries', 'strange', 'produce', 'soil', 'industry', 'enterprise', 'fellow', 'citizens', 'received', 'times', 'quarter', 'uniform', 'equal', 'encouragement', 'expect', 'circumstances', 'favorable', 'pressures', 'interests', 'admitted', 'felt', 'allowing', 'greatest', 'extent', 'detract', 'force', 'remarks', 'made', 'forming', 'estimate', 'present', 'situation', 'proper', 'outline', 'detail', 'free', 'virtuous', 'enlightened', 'people', 'great', 'principles', 'happiness', 'depends', 'suffer', 'occasionally', 'transitory', 'concerns', 'find', 'great'] Speech # 82 [(3, 0.99944764096656447)] ['fellowcitizens', 'attempt', 'describe', 'grateful', 'emotions', 'distinguished', 'proof', 'confidence', 'fellowcitizens', 'evinced', 'reelection', 'high', 'trust', 'excited', 'bosom', 'approbation', 'announces', 'conduct', 'preceding', 'term', 'affords', 'consolation', 'profoundly', 'feel', 'life', 'general', 'accord', 'expressed', 'adds', 'great', 'neverceasing', 'obligations', 'imposes', 'merit', 'continuance', 'good', 'opinion', 'carry', 'retirement', 'solace', 'advancing', 'years', 'object', 'zealous', 'unceasing', 'efforts', 'pretensions', 'high', 'commanding', 'claims', 'predecessors', 'names', 'conspicuously', 'identified', 'revolution', 'contributed', 'preeminently', 'promote', 'success', 'instrument', 'union', 'prevailed', 'late', 'election', 'surmounting', 'favor', 'humble', 'pretensions', 'difficulties', 'produce', 'division', 'occurrences', 'obvious', 'powerful', 'indicating', 'great', 'strength', 'stability', 'union', 'essentially', 'contributed', 'draw', 'powerful', 'exist', 'permanent', 'fixed', 'opinion', 'produce', 'accord', 'questions', 'touching', 'remotely', 'liberty', 'prosperity', 'happiness', 'country', 'object', 'fervent', 'prayers', 'supreme'] Speech # 83 [(21, 0.99441860465060672)] ['friends', 'countrymen', 'wise', 'learned', 'philosophers', 'elder', 'world', 'observers', 'nutation', 'aberration', 'discoverers', 'maddening', 'ether', 'invisible', 'planets', 'inventors', 'congreve', 'rockets', 'shrapnel', 'shells', 'find', 'hearts', 'disposed', 'enquire', 'america', 'benefit', 'mankind', 'answer', 'america', 'voice', 'spoke', 'existence', 'nation', 'proclaimed', 'mankind', 'inextinguishable', 'rights', 'human', 'nature', 'lawful', 'foundations', 'government', 'america', 'assembly', 'nations', 'admission', 'invariably', 'fruitlessly', 'held', 'hand', 'honest', 'friendship', 'equal', 'freedom', 'generous', 'reciprocity', 'uniformly', 'spoken', 'heedless', 'disdainful', 'ears', 'language', 'equal', 'liberty', 'equal', 'justice', 'equal', 'rights', 'lapse', 'half', 'century', 'single', 'exception', 'respected', 'independence', 'nations', 'asserting', 'maintaining', 'abstained', 'interference', 'concerns', 'conflict', 'principles', 'clings', 'vital', 'drop', 'visits', 'heart', 'centuries', 'contests', 'aceldama', 'european', 'world', 'contests', 'inveterate', 'power', 'emerging', 'standard', 'freedom', 'independence'] Speech # 84 [(3, 0.97036764912538653), (10, 0.029208583025661924)] ['fellow', 'citizens', 'senate', 'house', 'representatives', 'progress', 'affairs', 'session', 'justly', 'claimed', 'expected', 'government', 'deriving', 'powers', 'enlightened', 'people', 'laws', 'formed', 'representatives', 'great', 'consideration', 'sole', 'purpose', 'promoting', 'welfare', 'happiness', 'constituents', 'execution', 'laws', 'powers', 'vested', 'constitution', 'executive', 'unremitted', 'attention', 'paid', 'great', 'objects', 'extend', 'concerns', 'exclusively', 'internal', 'good', 'satisfied', 'result', 'laws', 'due', 'operation', 'effect', 'relating', 'foreign', 'powers', 'happy', 'state', 'peace', 'amity', 'preserved', 'strict', 'observance', 'sides', 'rights', 'matters', 'touching', 'commercial', 'intercourse', 'difference', 'opinion', 'existed', 'conditions', 'party', 'pursued', 'policy', 'giving', 'offense', 'annual', 'communication', 'addressed', 'congress', 'scope', 'political', 'concerns', 'naturally', 'view', 'errors', 'committed', 'corrected', 'defects', 'manifest', 'remedied', 'hand', 'measures', 'adopted', 'due', 'deliberation', 'experience', 'shewn', 'essential', 'public', 'welfare', 'persevered'] Speech # 85 [(3, 0.99949125596176491)] ['fellow', 'citizens', 'senate', 'house', 'representatives', 'unite', 'make', 'present', 'meeting', 'peculiarly', 'interesting', 'constituents', 'operation', 'laws', 'subjects', 'apply', 'amendments', 'occasionally', 'require', 'imposes', 'annually', 'important', 'duty', 'representatives', 'free', 'people', 'system', 'happily', 'advanced', 'maturity', 'aware', 'cares', 'respect', 'augmented', 'exist', 'highly', 'interesting', 'civilized', 'world', 'portion', 'views', 'united', 'states', 'bearing', 'interests', 'union', 'communicate', 'sentiments', 'formed', 'freedom', 'sense', 'duty', 'dictates', 'proper', 'invite', 'attention', 'instance', 'concerns', 'respecting', 'legislative', 'provision', 'thought', 'urgent', '24th', 'june', 'convention', 'navigation', 'commerce', 'concluded', 'city', 'united', 'states', 'france', 'ministers', 'duly', 'authorized', 'purpose', 'sanction', 'executive', 'convention', 'conviction', 'taking', 'stipulations', 'view', 'rested', 'essentially', 'basis', 'reciprocal', 'equal', 'advantage', 'deemed', 'duty', 'compliance', 'authority', 'vested', 'executive', 'section', 'act', 'session', '6th'] Speech # 86 [(3, 0.99956969968619325)] ['fellow', 'citizens', 'senate', 'house', 'representatives', 'important', 'subjects', 'claim', 'attention', 'present', 'session', 'endeavor', 'give', 'aid', 'deliberations', 'idea', 'communication', 'undertake', 'duty', 'diffidence', 'vast', 'extent', 'interests', 'treat', 'great', 'importance', 'portion', 'union', 'enter', 'zeal', 'conviction', 'period', 'establishment', 'revolution', 'condition', 'civilized', 'world', 'bearing', 'greater', 'necessity', 'devotion', 'public', 'servants', 'respective', 'duties', 'virtue', 'patriotism', 'union', 'constituents', 'meeting', 'congress', 'deem', 'proper', 'present', 'view', 'public', 'affairs', 'greater', 'detail', 'peculiar', 'satisfaction', 'knowledge', 'respect', 'comply', 'fully', 'sound', 'principles', 'government', 'people', 'exclusively', 'sovereign', 'indispensable', 'full', 'information', 'laid', 'important', 'subjects', 'enable', 'exercise', 'high', 'power', 'complete', 'effect', 'dark', 'incompetent', 'liable', 'error', 'engaged', 'management', 'public', 'affairs', 'subject', 'excitement', 'led', 'astray', 'interests', 'passions', 'great', 'body', 'constituents'] Speech # 87 [(3, 0.99956323930842206)] ['fellow', 'citizens', 'senate', 'house', 'representatives', 'view', 'present', 'affairs', 'foreign', 'domestic', 'realizes', 'sanguine', 'anticipations', 'entertained', 'public', 'prosperity', 'growth', 'nation', 'continues', 'rapid', 'states', 'compose', 'gratifying', 'spectacle', 'exhibited', 'expansion', 'vast', 'territory', 'limits', 'great', 'indicating', 'decline', 'sections', 'emigration', 'conspicuous', 'daily', 'gained', 'strength', 'native', 'population', 'quartera', 'population', 'devoted', 'happy', 'system', 'government', 'cherishing', 'bond', 'union', 'internal', 'affection', 'experience', 'shewn', 'difference', 'climate', 'industry', 'proceeding', 'inseparable', 'vast', 'domains', 'systems', 'repulsive', 'tendency', 'fail', 'produce', 'wise', 'regulations', 'opposite', 'effect', 'portion', 'supply', 'sensibly', 'felt', 'parts', 'distant', 'forming', 'domestic', 'market', 'active', 'intercourse', 'extremes', 'portion', 'union', 'happy', 'distribution', 'power', 'national', 'state', 'governments', 'governments', 'rest', 'exclusively', 'sovereignty', 'people', 'fully', 'adequate', 'great', 'purposes', 'instituted', 'lead'] Speech # 88 [(0, 0.047215728877532379), (3, 0.86648922322550848), (6, 0.078569272888459496)] ['compliance', 'usage', 'coeval', 'existence', 'federal', 'constitution', 'sanctioned', 'predecessors', 'career', 'enter', 'fellowcitizens', 'presence', 'heaven', 'bind', 'solemnities', 'religious', 'obligation', 'faithful', 'performance', 'duties', 'allotted', 'station', 'called', 'unfolding', 'countrymen', 'principles', 'governed', 'fulfillment', 'duties', 'resort', 'constitution', 'swear', 'ability', 'preserve', 'protect', 'defend', 'revered', 'instrument', 'enumerates', 'powers', 'prescribes', 'duties', 'executive', 'magistrate', 'words', 'declares', 'purposes', 'action', 'government', 'instituted', 'invariably', 'sacredly', 'devotedto', 'form', 'perfect', 'union', 'establish', 'justice', 'insure', 'domestic', 'tranquillity', 'provide', 'common', 'defense', 'promote', 'general', 'welfare', 'secure', 'blessings', 'liberty', 'people', 'union', 'successive', 'generations', 'adoption', 'social', 'compact', 'generations', 'passed', 'work', 'forefathers', 'administered', 'eminent', 'men', 'contributed', 'formation', 'eventful', 'period', 'annals', 'world', 'vicissitudes', 'peace', 'war', 'incidental', 'condition', 'man', 'disappointed', 'hopes', 'aspirations', 'illustrious'] Speech # 89 [(3, 0.96075655734998733), (10, 0.038206330795786295)] ['fellow', 'citizens', 'senate', 'house', 'representatives', 'taking', 'general', 'survey', 'concerns', 'beloved', 'country', 'reference', 'subjects', 'interesting', 'common', 'welfare', 'sentiment', 'impresses', 'mind', 'gratitude', 'omnipotent', 'disposer', 'good', 'continuance', 'signal', 'blessings', 'providence', 'health', 'unusual', 'extent', 'prevailed', 'borders', 'abundance', 'vicissitudes', 'seasons', 'scattered', 'profusion', 'land', 'ascribe', 'glory', 'permitted', 'enjoy', 'bounties', 'hand', 'peace', 'tranquillityin', 'peace', 'nations', 'earth', 'tranquillity', 'rarely', 'period', 'history', 'civilized', 'man', 'general', 'condition', 'christian', 'nations', 'marked', 'extensively', 'peace', 'prosperity', 'europe', 'partial', 'unhappy', 'exceptions', 'enjoyed', '10', 'years', 'peace', 'governments', 'theory', 'constitutions', 'successively', 'taught', 'feel', 'end', 'institution', 'happiness', 'people', 'exercise', 'power', 'men', 'justified', 'blessings', 'confers', 'extended', 'period', 'intercourse', 'nations', 'pacific', 'friendly', 'continues', 'close', 'session', 'material', 'variation', 'occurred', 'relations'] Speech # 90 [(3, 0.98515072079712795), (14, 0.014433741714120273)] ['fellow', 'citizens', 'senate', 'house', 'representatives', 'assemblage', 'representatives', 'union', 'houses', 'congress', 'time', 'occurs', 'circumstances', 'calling', 'renewed', 'homage', 'grateful', 'acknowledgments', 'giver', 'good', 'exceptions', 'incidental', 'felicitous', 'condition', 'human', 'existence', 'continue', 'highly', 'favored', 'elements', 'contribute', 'individual', 'comfort', 'national', 'prosperity', 'survey', 'extensive', 'country', 'generally', 'observe', 'abodes', 'health', 'regions', 'plenty', 'civil', 'political', 'relations', 'peace', 'tranquillity', 'borders', 'people', 'increasing', 'unabated', 'rapidity', 'population', 'wealth', 'national', 'resources', 'differences', 'opinion', 'exist', 'regard', 'mode', 'means', 'turn', 'beneficence', 'heaven', 'improvement', 'condition', 'spirit', 'animating', 'suffer', 'bounties', 'providence', 'showered', 'vain', 'receive', 'grateful', 'hearts', 'apply', 'unwearied', 'hands', 'advancement', 'general', 'good', 'subjects', 'recommended', 'congress', 'session', 'definitively', 'acted', 'left', 'unfinished', 'partly', 'matured', 'recur', 'attention', 'needing', 'renewal', 'notice'] Speech # 91 [(3, 0.99956482320938611)] ['fellow', 'citizens', 'senate', 'house', 'representatives', 'revolution', 'seasons', 'completed', 'representatives', 'people', 'states', 'union', 'assembled', 'place', 'deliberate', 'act', 'common', 'important', 'interests', 'constituents', 'interval', 'slumbering', 'eye', 'wise', 'beneficent', 'providence', 'continued', 'guardian', 'care', 'welfare', 'beloved', 'country', 'blessing', 'health', 'continued', 'generally', 'prevail', 'land', 'blessing', 'peace', 'brethren', 'human', 'race', 'enjoyed', 'interruption', 'internal', 'quiet', 'left', 'fellow', 'citizens', 'full', 'enjoyment', 'rights', 'free', 'exercise', 'faculties', 'pursue', 'impulse', 'nature', 'obligation', 'duty', 'improvement', 'condition', 'productions', 'soil', 'exchanges', 'commerce', 'vivifying', 'labors', 'human', 'industry', 'combined', 'mingle', 'cup', 'portion', 'enjoyment', 'large', 'liberal', 'indulgence', 'heaven', 'granted', 'imperfect', 'state', 'man', 'earth', 'purest', 'human', 'felicity', 'consists', 'participation', 'small', 'addition', 'sum', 'national', 'happiness', 'time', 'peace', 'prosperity', 'prevail', 'degree'] Speech # 92 [(3, 0.99956873315358508)] ['fellow', 'citizens', 'senate', 'house', 'representatives', 'enjoyment', 'profusion', 'bounties', 'providence', 'forms', 'suitable', 'subject', 'mutual', 'gratulation', 'grateful', 'acknowledgment', 'admonished', 'return', 'season', 'representatives', 'nation', 'assembled', 'deliberate', 'concerns', 'offer', 'tribute', 'fervent', 'grateful', 'hearts', 'failing', 'mercies', 'ruleth', 'favored', 'healthful', 'seasons', 'abundant', 'harvests', 'sustained', 'peace', 'foreign', 'countries', 'tranquillity', 'borders', 'preserved', 'quiet', 'undisturbed', 'possession', 'civil', 'religious', 'liberty', 'crowned', 'year', 'goodness', 'imposing', 'condition', 'improving', 'happiness', 'blessings', 'bestowed', 'hands', 'fruition', 'favors', 'devoting', 'faculties', 'endowed', 'glory', 'temporal', 'eternal', 'welfare', 'relations', 'federal', 'union', 'brethren', 'human', 'race', 'occurred', 'close', 'session', 'generally', 'tended', 'preservation', 'peace', 'cultivation', 'harmony', 'separation', 'war', 'unhappily', 'kindled', 'empire', 'russia', 'intercourse', 'constant', 'exchange', 'good', 'offices', 'ottoman', 'porte', 'nation', 'geographical', 'distance'] Speech # 93 [(3, 0.99797040169109275)] ['fellowcitizens', 'undertake', 'arduous', 'duties', 'appointed', 'perform', 'choice', 'free', 'people', 'avail', 'customary', 'solemn', 'occasion', 'express', 'gratitude', 'confidence', 'inspires', 'acknowledge', 'accountability', 'situation', 'enjoins', 'magnitude', 'interests', 'convinces', 'adequate', 'honor', 'conferred', 'admonishes', 'return', 'make', 'zealous', 'dedication', 'humble', 'abilities', 'service', 'good', 'instrument', 'federal', 'constitution', 'devolve', 'stated', 'period', 'execute', 'laws', 'united', 'states', 'superintend', 'foreign', 'confederate', 'relations', 'manage', 'revenue', 'command', 'forces', 'communications', 'legislature', 'watch', 'promote', 'interests', 'generally', 'principles', 'action', 'endeavor', 'accomplish', 'circle', 'duties', 'proper', 'briefly', 'explain', 'administering', 'laws', 'congress', 'steadily', 'view', 'limitations', 'extent', 'executive', 'power', 'trusting', 'discharge', 'functions', 'office', 'transcending', 'authority', 'foreign', 'nations', 'study', 'preserve', 'peace', 'cultivate', 'friendship', 'fair', 'honorable', 'terms', 'adjustment', 'differences', 'exist', 'arise', 'exhibit', 'forbearance'] Speech # 94 [(3, 0.98613405643066376)] ['act', 'congress', 'united', 'states', '7th', 'january', '1824', 'entitled', 'act', 'discriminating', 'duties', 'tonnage', 'impost', 'provided', 'satisfactory', 'evidence', 'president', 'united', 'states', 'government', 'foreign', 'nation', 'discriminating', 'duties', 'tonnage', 'impost', 'imposed', 'levied', 'ports', 'nation', 'vessels', 'belonging', 'wholly', 'citizens', 'united', 'states', 'merchandise', 'produce', 'manufacture', 'thereof', 'imported', 'president', 'authorized', 'issue', 'proclamation', 'declaring', 'foreign', 'discriminating', 'duties', 'tonnage', 'impost', 'united', 'states', 'suspended', 'discontinued', 'respects', 'vessels', 'nation', 'merchandise', 'produce', 'manufacture', 'imported', 'united', 'states', 'suspension', 'effect', 'time', 'notification', 'president', 'united', 'states', 'continue', 'long', 'reciprocal', 'exemption', 'vessels', 'belonging', 'citizens', 'united', 'states', 'merchandise', 'aforesaid', 'laden', 'continued', 'longer', 'satisfactory', 'evidence', 'received', 'imperial', 'majesty', 'emperor', 'austria', 'baron', 'de', 'lederer', 'consulgeneral', 'united', 'states', 'vessels', 'wholly'] Speech # 95 [(3, 0.99956244302638408)] ['fellow', 'citizens', 'senate', 'house', 'representatives', 'affords', 'pleasure', 'tender', 'friendly', 'occasion', 'assembling', 'seat', 'government', 'enter', 'important', 'duties', 'called', 'voice', 'countrymen', 'task', 'devolves', 'provision', 'constitution', 'present', 'federal', 'legislature', '24', 'sovereign', 'states', '12000000', 'happy', 'people', 'view', 'affairs', 'propose', 'measures', 'discharge', 'official', 'functions', 'suggested', 'promote', 'objects', 'union', 'communicating', 'time', 'source', 'unfeigned', 'satisfaction', 'calling', 'mutual', 'gratulation', 'devout', 'benign', 'providence', 'peace', 'mankind', 'country', 'exhibits', 'cheering', 'evidence', 'general', 'welfare', 'progressive', 'improvement', 'turning', 'eyes', 'nations', 'great', 'desire', 'brethren', 'human', 'race', 'secured', 'blessings', 'enjoyed', 'advancing', 'knowledge', 'freedom', 'social', 'happiness', 'foreign', 'relations', 'general', 'character', 'pacific', 'friendly', 'present', 'subjects', 'difference', 'powers', 'deep', 'interest', 'country', 'large', 'citizens', 'effect', 'adjustment', 'continue', 'object', 'earnest'] Speech # 96 [(3, 0.95608763358313897), (10, 0.037219798004773763)] ['act', 'congress', 'united', 'states', 'passed', '29th', 'day', '1830', 'provided', 'president', 'united', 'states', 'receive', 'satisfactory', 'evidence', 'government', 'great', 'britain', 'open', 'ports', 'colonial', 'possessions', 'west', 'indies', 'continent', 'south', 'america', 'bahama', 'islands', 'caicos', 'bermuda', 'somer', 'islands', 'vessels', 'united', 'states', 'indefinite', 'limited', 'term', 'vessels', 'united', 'states', 'cargoes', 'entering', 'colonial', 'ports', 'aforesaid', 'subject', 'higher', 'duties', 'tonnage', 'impost', 'charges', 'description', 'imposed', 'british', 'vessels', 'cargoes', 'arriving', 'colonial', 'possessions', 'united', 'states', 'vessels', 'united', 'states', 'import', 'colonial', 'possessions', 'united', 'states', 'article', 'articles', 'imported', 'british', 'vessel', 'possessions', 'united', 'states', 'vessels', 'united', 'states', 'export', 'british', 'colonies', 'aforementioned', 'country', 'dominions', 'possessions', 'great', 'britain', 'article', 'articles', 'exported', 'therefrom', 'british', 'vessel', 'country', 'british', 'dominions'] Speech # 97 [(3, 0.99956104252395039)] ['fellow', 'citizens', 'senate', 'house', 'representatives', 'pleasure', 'congratulating', 'return', 'constitutional', 'duties', 'heightened', 'satisfaction', 'condition', 'beloved', 'country', 'period', 'justly', 'inspires', 'beneficent', 'author', 'good', 'granted', 'present', 'year', 'health', 'peace', 'plenty', 'numerous', 'joy', 'wonderful', 'success', 'attends', 'progress', 'free', 'institutions', 'population', 'unparalleled', 'increase', 'possessing', 'character', 'combines', 'hardihood', 'enterprise', 'considerateness', 'wisdom', 'section', 'happy', 'country', 'steady', 'improvement', 'means', 'social', 'intercourse', 'correspondent', 'effects', 'genius', 'laws', 'extended', 'republic', 'apparent', 'exceptions', 'harmony', 'prospect', 'referred', 'inevitable', 'diversities', 'interests', 'enter', 'composition', 'extensive', 'attachment', 'unioninterests', 'collisions', 'serve', 'end', 'foster', 'spirit', 'conciliation', 'patriotism', 'essential', 'preservation', 'union', 'devoutly', 'hope', 'destined', 'prove', 'imperishable', 'midst', 'blessings', 'recently', 'witnessed', 'conditions', 'nations', 'consequences', 'call', 'utmost', 'vigilance', 'wisdom', 'unanimity', 'councils'] Speech # 98 [(3, 0.99956950672641209)] ['fellow', 'citizens', 'senate', 'house', 'representatives', 'representation', 'people', 'renewed', '22nd', 'time', 'constitution', 'formed', 'force', 'half', 'century', 'chief', 'magistrates', 'successively', 'chosen', 'made', 'annual', 'communications', 'state', 'nation', 'representatives', 'generally', 'communications', 'gratifying', 'nature', 'testifying', 'advance', 'improvements', 'social', 'securities', 'political', 'life', 'frequently', 'justly', 'called', 'grateful', 'bounties', 'providence', 'periods', 'abundantly', 'extensively', 'bestowed', 'present', 'rarely', 'greater', 'reason', 'congratulate', 'continued', 'increasing', 'prosperity', 'beloved', 'country', 'agriculture', 'important', 'occupation', 'man', 'compensated', 'labors', 'husbandman', 'plentiful', 'crops', 'varied', 'products', 'extensive', 'country', 'manufactures', 'established', 'funds', 'capitalist', 'find', 'profitable', 'investment', 'give', 'employment', 'subsistence', 'numerous', 'increasing', 'body', 'industrious', 'dexterous', 'mechanics', 'laborer', 'rewarded', 'high', 'wages', 'construction', 'works', 'internal', 'improvement', 'extending', 'unprecedented', 'rapidity', 'science', 'steadily', 'penetrating', 'recesses'] Speech # 99 [(3, 0.9862807285829418), (14, 0.013309471862449532)] ['bill', 'modify', 'continue', 'act', 'entitled', 'act', 'incorporate', 'subscribers', 'bank', 'united', 'states', 'presented', '4th', 'july', 'instant', 'considered', 'solemn', 'regard', 'principles', 'constitution', 'day', 'calculated', 'inspire', 'conclusion', 'law', 'herewith', 'return', 'senate', 'originated', 'objections', 'bank', 'united', 'states', 'respects', 'convenient', 'government', 'people', 'entertaining', 'opinion', 'deeply', 'impressed', 'belief', 'powers', 'privileges', 'possessed', 'existing', 'bank', 'unauthorized', 'constitution', 'subversive', 'rights', 'states', 'dangerous', 'liberties', 'people', 'felt', 'duty', 'early', 'period', 'administration', 'call', 'attention', 'congress', 'practicability', 'organizing', 'institution', 'combining', 'advantages', 'obviating', 'objections', 'sincerely', 'regret', 'act', 'perceive', 'modifications', 'bank', 'charter', 'opinion', 'make', 'compatible', 'justice', 'sound', 'policy', 'constitution', 'country', 'present', 'corporate', 'body', 'denominated', 'president', 'directors', 'company', 'bank', 'united', 'states', 'existed', 'time', 'act', 'intended', 'effect'] Speech # 100 [(3, 0.97979146714950605), (14, 0.0197926196497283)] ['fellow', 'citizens', 'senate', 'house', 'representatives', 'pleasure', 'congratulate', 'return', 'seat', 'government', 'purpose', 'discharging', 'duties', 'people', 'united', 'states', 'pestilence', 'traversed', 'world', 'entered', 'limits', 'extended', 'ravages', 'land', 'pleased', 'almighty', 'god', 'mitigate', 'severity', 'lessen', 'number', 'victims', 'compared', 'fallen', 'countries', 'spread', 'terrors', 'standing', 'visitation', 'country', 'presents', 'side', 'marks', 'prosperity', 'happiness', 'unequaled', 'portion', 'world', 'fully', 'comparative', 'condition', 'existing', 'discontent', 'unworthy', 'attention', 'hearts', 'thankfulness', 'divine', 'filled', 'cup', 'prosperity', 'feel', 'resolution', 'strengthened', 'preserve', 'hand', 'posterity', 'liberty', 'union', 'received', 'fathers', 'constitute', 'sources', 'shield', 'blessings', 'relations', 'country', 'continue', 'present', 'picture', 'amicable', 'intercourse', 'satisfaction', 'hold', 'view', 'opening', 'session', 'friendly', 'professions', 'desire', 'participate', 'flourishing', 'commerce', 'dispositions', 'evinced', 'nations', 'intercourse', 'desirable', 'state', 'things'] Speech # 101 [(3, 0.76606063137119251), (6, 0.23199844035854322)] ['fellow', 'citizens', 'american', 'people', 'expressed', 'unsolicited', 'suffrages', 'calls', 'pass', 'solemnities', 'preparatory', 'taking', 'duties', 'president', 'united', 'states', 'term', 'approbation', 'public', 'conduct', 'period', 'difficulties', 'renewed', 'expression', 'confidence', 'good', 'intentions', 'loss', 'terms', 'adequate', 'expression', 'gratitude', 'displayed', 'extent', 'humble', 'abilities', 'continued', 'efforts', 'administer', 'government', 'preserve', 'liberty', 'promote', 'happiness', 'events', 'occurred', 'years', 'necessarily', 'called', 'forthsometimes', 'circumstances', 'delicate', 'painfulmy', 'views', 'principles', 'policy', 'pursued', 'general', 'government', 'occasion', 'allude', 'leading', 'considerations', 'connected', 'foreign', 'policy', 'adopted', 'government', 'formation', 'present', 'constitution', 'generally', 'pursued', 'successive', 'administrations', 'crowned', 'complete', 'success', 'elevated', 'character', 'nations', 'earth', 'justice', 'submit', 'wrong', 'administration', 'governing', 'maxim', 'happy', 'results', 'peace', 'world', 'controversy', 'minor', 'importance', 'remaining', 'unadjusted', 'domestic', 'policy', 'government'] Speech # 102 [(3, 0.99300156923761207)] ['fellow', 'citizens', 'senate', 'house', 'representatives', 'assembling', 'perform', 'high', 'trusts', 'people', 'united', 'states', 'confided', 'legislating', 'common', 'welfare', 'pleasure', 'congratulate', 'happy', 'condition', 'beloved', 'country', 'favor', 'divine', 'providence', 'health', 'restored', 'peace', 'reigns', 'borders', 'abundance', 'crowns', 'labors', 'fields', 'commerce', 'domestic', 'industry', 'flourish', 'increase', 'individual', 'happiness', 'rewards', 'private', 'virtue', 'enterprise', 'citizens', 'condition', 'abroad', 'honorable', 'prosperous', 'home', 'seeking', 'determined', 'submit', 'wrong', 'desiring', 'honest', 'friendships', 'liberal', 'intercourse', 'nations', 'united', 'states', 'gained', 'world', 'confidence', 'respect', 'due', 'policy', 'congenial', 'character', 'american', 'people', 'spirit', 'institutions', 'bringing', 'notice', 'state', 'foreign', 'affairs', 'affords', 'high', 'gratification', 'inform', 'condition', 'promises', 'continuance', 'friendship', 'nations', 'great', 'britain', 'interesting', 'question', 'north', 'east', 'boundary', 'remains', 'undecided', 'negotiation', 'subject'] Speech # 103 [(3, 0.916820121878265), (14, 0.08276452823456204)] ['fellow', 'citizens', 'senate', 'house', 'representatives', 'performing', 'duty', 'opening', 'present', 'session', 'pleasure', 'congratulate', 'prosperous', 'condition', 'beloved', 'country', 'divine', 'providence', 'favored', 'general', 'health', 'rich', 'rewards', 'fields', 'agriculture', 'branch', 'labor', 'peace', 'cultivate', 'extend', 'resources', 'employ', 'virtue', 'enterprise', 'citizens', 'trust', 'surveying', 'scene', 'flattering', 'free', 'institutions', 'joint', 'deliberations', 'preserve', 'crowned', 'success', 'foreign', 'relations', 'continue', 'exceptions', 'maintain', 'favorable', 'aspect', 'bore', 'annual', 'message', 'promise', 'extend', 'advantages', 'principles', 'regulate', 'intercourse', 'nations', 'calculated', 'secure', 'question', 'north', 'east', 'boundary', 'pending', 'great', 'britain', 'proposition', 'made', 'accordance', 'resolution', 'senate', 'establishment', 'line', 'treaty', '1783', 'accepted', 'government', 'believing', 'disposition', 'felt', 'sides', 'adjust', 'perplexing', 'question', 'satisfaction', 'parties', 'interested', 'hope', 'indulged', 'effected', 'basis', 'proposition', 'governments', 'austria'] Speech # 104 [(3, 0.91612289641117495), (14, 0.083465101797469243)] ['fellow', 'citizens', 'senate', 'house', 'representatives', 'discharge', 'official', 'duty', 'devolves', 'communicating', 'congress', 'reflection', 'representation', 'union', 'recently', 'renewed', 'constitutional', 'term', 'service', 'expire', 'heightens', 'solicitude', 'attempt', 'lay', 'state', 'national', 'concerns', 'devout', 'hope', 'cherish', 'labors', 'improve', 'crowned', 'success', 'assembled', 'period', 'profound', 'interest', 'american', 'patriot', 'unexampled', 'growth', 'prosperity', 'country', 'rank', 'scale', 'nations', 'removes', 'apprehension', 'danger', 'integrity', 'independence', 'external', 'foes', 'career', 'freedom', 'earnest', 'past', 'true', 'formidable', 'obstacle', 'future', 'peaceful', 'uninterrupted', 'pursuit', 'proportion', 'disappearance', 'apprehensions', 'attended', 'weakness', 'contrasted', 'power', 'states', 'world', 'solicitous', 'belong', 'conviction', 'conduct', 'preservation', 'depend', 'excellence', 'duration', 'happy', 'system', 'government', 'systems', 'founded', 'people', 'trace', 'internal', 'dissension', 'influences', 'blasted', 'hopes', 'friends', 'freedom', 'social', 'elements', 'strong', 'successful'] Speech # 105 [(3, 0.99955617198303204)] ['fellow', 'citizens', 'senate', 'house', 'representatives', 'addressing', 'annual', 'message', 'present', 'congress', 'united', 'states', 'source', 'heartfelt', 'satisfaction', 'congratulate', 'high', 'state', 'prosperity', 'beloved', 'country', 'attained', 'home', 'abroad', 'lessen', 'confidence', 'future', 'continuing', 'proofs', 'capacity', 'free', 'institutions', 'produce', 'fruits', 'good', 'government', 'general', 'condition', 'affairs', 'excite', 'national', 'pride', 'avoid', 'congratulating', 'country', 'success', 'efforts', 'made', 'administration', 'executive', 'legislature', 'conformity', 'sincere', 'constant', 'earnest', 'desire', 'people', 'maintain', 'peace', 'establish', 'cordial', 'relations', 'foreign', 'powers', 'gratitude', 'due', 'supreme', 'ruler', 'universe', 'invite', 'unite', 'offering', 'fervent', 'supplications', 'providential', 'care', 'extended', 'follow', 'enabling', 'avoid', 'dangers', 'horrors', 'war', 'consistently', 'indispensable', 'regard', 'rights', 'honor', 'country', 'present', 'state', 'foreign', 'affairs', 'standing', 'important', 'change', 'separated', 'july', 'flattering', 'extreme'] Speech # 106 [(3, 0.92288628765990655), (6, 0.075532891415748385)] ['fellowcitizens', 'retire', 'finally', 'public', 'life', 'beg', 'leave', 'offer', 'grateful', 'proofs', 'kindness', 'confidence', 'received', 'hands', 'fortune', 'discharge', 'public', 'duties', 'civil', 'military', 'frequently', 'found', 'difficult', 'situations', 'prompt', 'decision', 'energetic', 'action', 'interest', 'country', 'required', 'high', 'responsibilities', 'fearlessly', 'encountered', 'deepest', 'emotions', 'gratitude', 'acknowledge', 'continued', 'unbroken', 'confidence', 'sustained', 'trial', 'public', 'life', 'long', 'hope', 'times', 'free', 'errors', 'consolation', 'knowing', 'mistakes', 'committed', 'injured', 'country', 'anxiously', 'endeavored', 'serve', 'moment', 'surrender', 'public', 'trust', 'leave', 'great', 'people', 'prosperous', 'happy', 'full', 'enjoyment', 'liberty', 'peace', 'honored', 'respected', 'nation', 'world', 'humble', 'efforts', 'degree', 'contributed', 'preserve', 'blessings', 'rewarded', 'honors', 'heaped', 'generous', 'confidence', 'supported', 'peril', 'continued', 'animate', 'cheer', 'path', 'closing', 'hour', 'political', 'life', 'time', 'advanced'] Speech # 107 [(3, 0.87689058779512496), (6, 0.12113118895911072)] ['fellowcitizens', 'practice', 'predecessors', 'imposes', 'obligation', 'cheerfully', 'fulfillto', 'accompany', 'solemn', 'act', 'public', 'trust', 'avowal', 'principles', 'guide', 'performing', 'expression', 'feelings', 'assuming', 'charge', 'responsible', 'vast', 'imitating', 'tread', 'footsteps', 'illustrious', 'men', 'superiors', 'happiness', 'found', 'executive', 'calendar', 'country', 'recognize', 'earliest', 'firmest', 'pillars', 'republicthose', 'national', 'independence', 'declared', 'contributed', 'establish', 'field', 'battle', 'expanded', 'intellect', 'patriotism', 'constructed', 'improved', 'perfected', 'inestimable', 'institutions', 'live', 'men', 'position', 'occupy', 'felt', 'overwhelmed', 'sense', 'gratitude', 'highest', 'marks', 'countrys', 'confidence', 'consciousness', 'inability', 'adequately', 'discharge', 'duties', 'office', 'difficult', 'exalted', 'considerations', 'affect', 'rely', 'claims', 'favor', 'forbearance', 'unlike', 'preceded', 'revolution', 'gave', 'existence', 'people', 'achieved', 'period', 'birth', 'whilst', 'contemplate', 'grateful', 'reverence', 'memorable', 'event', 'feel', 'belong', 'age', 'expect', 'countrymen', 'weigh'] Speech # 108 [(3, 0.99957104557634568)] ['fellowcitizens', 'senate', 'house', 'representatives', 'act', '23d', 'june', '1836', 'regulating', 'deposits', 'public', 'money', 'directing', 'employment', 'state', 'district', 'territorial', 'banks', 'purpose', 'made', 'duty', 'secretary', 'treasury', 'discontinue', 'time', 'refuse', 'redeem', 'notes', 'specie', 'substitute', 'banks', 'provided', 'sufficient', 'number', 'obtained', 'receive', 'public', 'deposits', 'terms', 'conditions', 'prescribed', 'general', 'simultaneous', 'suspension', 'specie', 'payments', 'banks', 'rendered', 'performance', 'duty', 'imperative', 'respect', 'selected', 'act', 'made', 'time', 'impracticable', 'employ', 'requisite', 'number', 'prescribed', 'conditions', 'specific', 'regulations', 'established', 'congress', 'deposit', 'safekeeping', 'public', 'moneys', 'unexpectedly', 'inoperative', 'felt', 'duty', 'afford', 'early', 'opportunity', 'exercise', 'supervisory', 'powers', 'subject', 'led', 'apprehend', 'suspension', 'specie', 'payments', 'increasing', 'embarrassments', 'existing', 'pecuniary', 'affairs', 'country', 'diminish', 'public', 'revenue', 'accruing', 'receipts', 'treasury', 'reserved', 'millions'] Speech # 109 [(3, 0.95078756580991464), (14, 0.04879727173517219)] ['fellowcitizens', 'senate', 'house', 'representatives', 'reason', 'renew', 'expression', 'devout', 'gratitude', 'giver', 'good', 'benign', 'protection', 'country', 'presents', 'side', 'evidences', 'continued', 'favor', 'auspices', 'gradually', 'risen', 'feeble', 'dependent', 'colonies', 'prosperous', 'powerful', 'confederacy', 'blessed', 'domestic', 'tranquillity', 'elements', 'national', 'prosperity', 'pestilence', 'invading', 'time', 'flourishing', 'portions', 'union', 'interrupted', 'general', 'prevalence', 'unusual', 'health', 'happily', 'limited', 'extent', 'arrested', 'fatal', 'career', 'industry', 'prudence', 'citizens', 'gradually', 'relieving', 'pecuniary', 'embarrassments', 'portions', 'labored', 'judicious', 'legislation', 'natural', 'boundless', 'resources', 'country', 'afforded', 'wise', 'end', 'timely', 'aid', 'private', 'enterprise', 'activity', 'characteristic', 'people', 'great', 'degree', 'resumed', 'usual', 'profitable', 'channels', 'condition', 'foreign', 'relations', 'materially', 'changed', 'annual', 'message', 'predecessor', 'remain', 'peace', 'nations', 'efforts', 'part', 'consistent', 'preservation', 'rights', 'honor', 'country'] Speech # 110 [(3, 0.9943859649116592)] ['information', 'received', 'dangerous', 'excitement', 'northern', 'frontier', 'united', 'states', 'consequence', 'civil', 'war', 'begun', 'canada', 'instructions', 'united', 'states', 'officers', 'frontier', 'applications', 'made', 'governors', 'adjoining', 'states', 'prevent', 'unlawful', 'interference', 'part', 'citizens', 'contest', 'commenced', 'british', 'provinces', 'additional', 'information', 'received', 'notwithstanding', 'proclamations', 'governors', 'states', 'york', 'vermont', 'exhorting', 'citizens', 'refrain', 'unlawful', 'acts', 'territory', 'united', 'states', 'notwithstanding', 'presence', 'civil', 'officers', 'united', 'states', 'directions', 'visited', 'scenes', 'commotion', 'view', 'impressing', 'citizens', 'proper', 'sense', 'duty', 'excitement', 'appeased', 'day', 'increasing', 'degree', 'arms', 'munitions', 'war', 'supplies', 'procured', 'insurgents', 'united', 'states', 'military', 'force', 'consisting', 'part', 'citizens', 'united', 'states', 'organized', 'congregated', 'navy', 'island', 'arms', 'command', 'citizen', 'united', 'states', 'constantly', 'receiving', 'accessions', 'aid', 'end', 'authority'] Speech # 111 [(3, 0.98998618868691257)] ['fellowcitizens', 'senate', 'house', 'representatives', 'congratulate', 'favorable', 'circumstances', 'condition', 'country', 'reassemble', 'performance', 'official', 'duties', 'anticipations', 'abundant', 'harvest', 'realized', 'labors', 'husbandman', 'rewarded', 'bountiful', 'return', 'industry', 'prospers', 'channels', 'business', 'enterprise', 'general', 'health', 'prevails', 'vast', 'diversity', 'climate', 'threatens', 'abroad', 'continuance', 'external', 'peace', 'home', 'impaired', 'strength', 'fraternal', 'domestic', 'ties', 'constitute', 'guaranty', 'success', 'permanency', 'happy', 'union', 'formed', 'hour', 'peril', 'hitherto', 'honorably', 'sustained', 'vicissitude', 'national', 'affairs', 'blessings', 'evince', 'care', 'beneficence', 'providence', 'call', 'devout', 'fervent', 'gratitude', 'reason', 'grateful', 'bounties', 'bestowed', 'munificent', 'hand', 'exclusively', 'present', 'year', 'closes', 'half', 'century', 'federal', 'institutions', 'system', 'differing', 'acknowledged', 'practical', 'unlimited', 'operation', 'long', 'period', 'sovereignty', 'people', 'fully', 'tested', 'experience', 'constitution', 'devised', 'forefathers', 'framework', 'bond'] Speech # 112 [(3, 0.9885711128525011), (14, 0.01102413571763227)] ['fellowcitizens', 'senate', 'house', 'representatives', 'regret', 'occasion', 'congratulate', 'past', 'year', 'unalloyed', 'prosperity', 'ravages', 'fire', 'disease', 'painfully', 'afflicted', 'flourishing', 'portions', 'country', 'embarrassments', 'derange', 'trade', 'cities', 'notwithstanding', 'adverse', 'circumstances', 'general', 'prosperity', 'heretofore', 'bountifully', 'bestowed', 'author', 'good', 'continues', 'call', 'warmest', 'gratitude', 'reason', 'rejoice', 'exuberant', 'harvests', 'lavishly', 'recompensed', 'welldirected', 'industry', 'reward', 'vainly', 'sought', 'visionary', 'speculations', 'view', 'peculiar', 'satisfaction', 'evidences', 'afforded', 'past', 'season', 'benefits', 'spring', 'steady', 'devotion', 'husbandman', 'honorable', 'pursuit', 'means', 'individual', 'comfort', 'source', 'national', 'prosperity', 'compensate', 'people', 'dependence', 'bread', 'eat', 'cheerful', 'abundance', 'happiness', 'depends', 'looked', 'reliance', 'industry', 'agriculturist', 'bounties', 'earth', 'foreign', 'countries', 'relations', 'exhibit', 'favorable', 'aspect', 'presented', 'annual', 'message', 'afford', 'continued', 'proof', 'wisdom', 'pacific', 'forbearing'] Speech # 113 [(3, 0.99798301167901315)] ['fellow', 'citizens', 'senate', 'house', 'representatives', 'devout', 'gratitude', 'due', 'supreme', 'graciously', 'continued', 'beloved', 'country', 'vicissitudes', 'year', 'invaluable', 'blessings', 'health', 'plenty', 'peace', 'seldom', 'favored', 'land', 'generally', 'exempted', 'ravages', 'disease', 'labor', 'husbandman', 'amply', 'rewarded', 'relations', 'countries', 'favorable', 'basis', 'happily', 'occupy', 'critical', 'conjuncture', 'affairs', 'world', 'rigid', 'persevering', 'abstinence', 'interference', 'domestic', 'political', 'relations', 'states', 'alike', 'due', 'genius', 'distinctive', 'character', 'government', 'principles', 'directed', 'faithful', 'observance', 'management', 'foreign', 'relations', 'practice', 'speaking', 'plainly', 'dealing', 'justly', 'requiring', 'truth', 'justice', 'return', 'conservatives', 'peace', 'nations', 'strict', 'impartiality', 'manifestations', 'friendship', 'commercial', 'privileges', 'concede', 'require', 'othersthese', 'accompanied', 'disposition', 'prompt', 'maintain', 'emergency', 'rights', 'principle', 'averse', 'invasion', 'country', 'government', 'standing', 'great', 'family', 'nations', 'proud', 'advantages'] Speech # 114 [(3, 0.94061208815880049), (6, 0.034625374934004471), (14, 0.022297550912514393)] ['house', 'representatives', 'united', 'states', 'proper', 'communicate', 'house', 'representatives', 'answer', 'resolution', '21st', 'ultimo', 'correspondence', 'occurred', 'secretary', 'state', 'british', 'minister', 'subject', 'van', 'buren', 'fox', 'forsyth', 'washington', 'december', '29', '1840', 'hon', 'john', 'forsyth', 'sir', 'honor', 'acknowledge', 'receipt', 'letter', '26th', 'instant', 'reply', 'letter', 'addressed', '13th', 'acquaint', 'president', 'prepared', 'comply', 'demand', 'liberation', 'alexander', 'mcleod', 'upper', 'canada', 'imprisoned', 'lockport', 'state', 'york', 'pretended', 'charge', 'murder', 'arson', 'engaged', 'destruction', 'piratical', 'steamboat', 'caroline', '29th', 'december', '1837', 'learn', 'deep', 'regret', 'decision', 'president', 'united', 'states', 'foresee', 'grave', 'consequences', 'ensue', 'injury', 'inflicted', 'mcleod', 'vexatious', 'unjust', 'imprisonment', 'harm', 'progress', 'extraordinary', 'proceeding', 'lost', 'time', 'forwarding', 'majestys', 'government', 'england', 'correspondence', 'place', 'await', 'orders', 'majestys', 'government'] Speech # 115 [(3, 0.95905921973017816), (6, 0.021827834553292392), (19, 0.017386400005189248)] ['called', 'retirement', 'supposed', 'continue', 'residue', 'life', 'fill', 'chief', 'executive', 'office', 'great', 'free', 'nation', 'fellowcitizens', 'oaths', 'constitution', 'prescribes', 'qualification', 'performance', 'duties', 'obedience', 'custom', 'coeval', 'government', 'expectations', 'proceed', 'present', 'summary', 'principles', 'govern', 'discharge', 'duties', 'called', 'perform', 'remark', 'roman', 'consul', 'early', 'period', 'celebrated', 'republic', 'striking', 'contrast', 'observable', 'conduct', 'candidates', 'offices', 'power', 'trust', 'obtaining', 'seldom', 'carrying', 'case', 'pledges', 'promises', 'made', 'world', 'improved', 'respects', 'lapse', 'upward', 'thousand', 'years', 'remark', 'made', 'virtuous', 'indignant', 'roman', 'fear', 'strict', 'examination', 'annals', 'modern', 'elective', 'governments', 'develop', 'similar', 'instances', 'violated', 'confidence', 'fiat', 'people', 'proclaiming', 'chief', 'magistrate', 'glorious', 'union', 'part', 'remaining', 'thought', 'motive', 'exist', 'delusion', 'supposed', 'acted', 'relation', 'principles', 'opinions', 'assembly', 'prepared'] Speech # 116 [(3, 0.95538810072114111), (14, 0.044201551375153331)] ['senate', 'house', 'representatives', 'united', 'states', 'coming', 'fellowcitizens', 'enter', 'discharge', 'duties', 'people', 'charged', 'severally', 'find', 'great', 'occasion', 'rejoice', 'general', 'prosperity', 'country', 'enjoyment', 'blessings', 'civil', 'religious', 'liberty', 'unexampled', 'means', 'education', 'knowledge', 'improvement', 'year', 'drawing', 'close', 'peace', 'borders', 'plenty', 'habitations', 'disease', 'visited', 'portions', 'land', 'distress', 'mortality', 'general', 'health', 'people', 'preserved', 'called', 'highest', 'obligations', 'duty', 'renew', 'devotion', 'heavenly', 'parent', 'continued', 'vouchsafe', 'eminent', 'blessings', 'surround', 'signally', 'crowned', 'year', 'goodness', 'find', 'increasing', 'numbers', 'strength', 'wealth', 'knowledge', 'promotes', 'human', 'social', 'happiness', 'remember', 'dependence', 'protection', 'merciful', 'dispensations', 'divine', 'providence', 'adjournment', 'alexander', 'mcleod', 'british', 'subject', 'indicted', 'murder', 'american', 'citizen', 'case', 'subject', 'correspondence', 'heretofore', 'communicated', 'acquitted', 'verdict', 'impartial', 'intelligent', 'jury'] Speech # 117 [(3, 0.97388062113652596), (6, 0.025653083881154316)] ['fellow', 'citizens', 'solicitation', 'part', 'chosen', 'free', 'voluntary', 'suffrages', 'countrymen', 'honorable', 'responsible', 'office', 'earth', 'deeply', 'impressed', 'gratitude', 'confidence', 'reposed', 'honored', 'distinguished', 'consideration', 'earlier', 'period', 'life', 'predecessors', 'disguise', 'diffidence', 'enter', 'discharge', 'official', 'duties', 'aged', 'experienced', 'men', 'filled', 'office', 'president', 'united', 'states', 'infancy', 'republic', 'distrusted', 'ability', 'discharge', 'duties', 'exalted', 'station', 'apprehensions', 'younger', 'endowed', 'domain', 'extends', 'ocean', 'ocean', 'people', 'greatly', 'increased', 'numbers', 'time', 'great', 'diversity', 'opinion', 'prevails', 'regard', 'principles', 'policy', 'characterize', 'administration', 'government', 'boldest', 'fear', 'wisest', 'tremble', 'incurring', 'responsibilities', 'depend', 'countrys', 'peace', 'prosperity', 'degree', 'hopes', 'happiness', 'human', 'family', 'assuming', 'responsibilities', 'vast', 'fervently', 'invoke', 'aid', 'almighty', 'ruler', 'universe', 'hands', 'destinies', 'nations', 'men', 'guard', 'heavenfavored', 'land'] Speech # 118 [(3, 0.98195191386325176), (14, 0.015999088363668344)] ['elected', 'american', 'people', 'highest', 'office', 'laws', 'oath', 'prescribed', 'constitution', 'compliance', 'timehonored', 'custom', 'address', 'assembled', 'confidence', 'respect', 'shown', 'countrymen', 'calling', 'chief', 'magistrate', 'republic', 'holding', 'high', 'rank', 'nations', 'earth', 'inspired', 'feelings', 'profound', 'gratitude', 'reflect', 'acceptance', 'office', 'partiality', 'bestowed', 'imposes', 'discharge', 'arduous', 'duties', 'involves', 'weightiest', 'obligations', 'conscious', 'position', 'called', 'fill', 'sufficient', 'satisfy', 'loftiest', 'ambition', 'surrounded', 'fearful', 'responsibilities', 'happily', 'performance', 'duties', 'cooperation', 'legislative', 'judicial', 'branches', 'government', 'present', 'prominent', 'examples', 'distinguished', 'civil', 'attainments', 'matured', 'experience', 'endeavor', 'call', 'assistance', 'executive', 'departments', 'individuals', 'talents', 'integrity', 'purity', 'character', 'furnish', 'ample', 'guaranties', 'faithful', 'honorable', 'performance', 'trusts', 'committed', 'charge', 'aids', 'honest', 'purpose', 'hope', 'execute', 'diligently', 'impartially', 'interests', 'country', 'manifold', 'duties'] Speech # 119 [(3, 0.9965636945133699)] ['fellowcitizens', 'senate', 'house', 'representatives', 'suddenly', 'called', 'midst', 'session', 'congress', 'painful', 'dispensation', 'divine', 'providence', 'responsible', 'station', 'hold', 'contented', 'communications', 'legislature', 'exigency', 'moment', 'require', 'country', 'shrouded', 'mourning', 'loss', 'venerable', 'chief', 'magistrate', 'hearts', 'penetrated', 'grief', 'time', 'occasion', 'appeared', 'require', 'justify', 'part', 'general', 'expression', 'political', 'opinions', 'announcement', 'principles', 'govern', 'discharge', 'duties', 'performance', 'unexpectedly', 'called', 'trust', 'deemed', 'inappropriate', 'avail', 'opportunity', 'reassembling', 'congress', 'make', 'sentiments', 'general', 'manner', 'regard', 'policy', 'pursued', 'government', 'intercourse', 'foreign', 'nations', 'management', 'administration', 'internal', 'affairs', 'nations', 'individuals', 'state', 'nature', 'equal', 'independent', 'possessing', 'rights', 'owing', 'duties', 'arising', 'unavoidable', 'relations', 'rights', 'duties', 'common', 'human', 'authority', 'protect', 'enforce', 'rights', 'duties', 'binding', 'morals', 'conscience', 'honor', 'tribunal', 'injured'] Speech # 120 [(3, 0.44683478779239005), (6, 0.043341479962809355), (19, 0.50833423713768544)] ['honors', 'henry', 'clay', 'fourth', 'day', 'july', '1776', 'people', 'feeble', 'oppressed', 'colonies', 'great', 'britain', 'inhabiting', 'portion', 'atlantic', 'coast', 'north', 'america', 'publicly', 'declared', 'national', 'independence', 'made', 'appeal', 'justice', 'god', 'battles', 'maintainance', 'declaration', 'people', 'numbers', 'resources', 'save', 'wise', 'heads', 'stout', 'hearts', 'year', 'declared', 'independence', 'maintainance', 'problematicalwhile', 'bloody', 'struggle', 'resolute', 'rebels', 'haughty', 'wouldbemasters', 'waging', 'undistinguished', 'parents', 'obscure', 'district', 'colonies', 'henry', 'clay', 'born', 'infant', 'nation', 'infant', 'child', 'began', 'race', 'life', 'quarters', 'century', 'travelled', 'hand', 'hand', 'companions', 'nation', 'passed', 'perils', 'free', 'prosperous', 'powerful', 'child', 'reached', 'manhood', 'middle', 'age', 'age', 'dead', 'concerned', 'nation', 'man', 'sympathised', 'nation', 'mourns', 'man', 'day', 'death', 'public', 'journals', 'opposed', 'politically', 'held', 'pathetic', 'beautiful'] Speech # 121 [(3, 0.62639979528172796), (6, 0.096449159075844379), (23, 0.27649530793743504)] ['countrymen', 'relief', 'feel', 'heart', 'personal', 'regret', 'bitter', 'sorrow', 'borne', 'position', 'suitable', 'desirable', 'circumstances', 'called', 'limited', 'period', 'preside', 'destinies', 'republic', 'fill', 'aprofound', 'sense', 'responsibility', 'shrinking', 'apprehension', 'repair', 'post', 'assigned', 'sought', 'obedience', 'unsolicited', 'expression', 'answerable', 'fearless', 'faithful', 'diligent', 'exercise', 'powers', 'grateful', 'rare', 'manifestation', 'nations', 'confidence', 'lightening', 'obligations', 'adds', 'weight', 'summoned', 'weakness', 'sustain', 'strength', 'fulfillment', 'reasonable', 'requirements', 'unmindful', 'great', 'occurred', 'quarter', 'century', 'consequent', 'augmentation', 'complexity', 'duties', 'imposed', 'administration', 'home', 'foreign', 'affairs', 'elements', 'inherent', 'force', 'republic', 'pace', 'unparalleled', 'progression', 'territory', 'population', 'wealth', 'subject', 'earnest', 'thought', 'discussion', 'sides', 'ocean', 'sixtyfour', 'years', 'ago', 'father', 'country', 'made', 'recent', 'accession', 'important', 'state', 'north', 'carolina', 'constitution', 'united', 'states', 'subjects'] Speech # 122 [(3, 0.9966327195053728)] ['fellowcitizens', 'senate', 'house', 'representatives', 'interest', 'people', 'republic', 'anticipate', 'assembling', 'congress', 'fulfillment', 'occasion', 'duty', 'imposed', 'president', 'evidences', 'capacity', 'realize', 'hopes', 'founders', 'political', 'system', 'complex', 'symmetrical', 'branches', 'government', 'extent', 'independent', 'duties', 'alike', 'direct', 'reference', 'source', 'power', 'fortunately', 'system', 'man', 'high', 'humble', 'scale', 'public', 'station', 'escape', 'scrutiny', 'exempt', 'responsibility', 'official', 'functions', 'imply', 'justice', 'intelligence', 'masses', 'government', 'organized', 'sole', 'reliance', 'confederacy', 'security', 'honest', 'earnest', 'devotion', 'interests', 'usurpations', 'encroachment', 'power', 'hand', 'assaults', 'personal', 'ambition', 'interest', 'spoken', 'inseparable', 'inquiring', 'selfgoverning', 'community', 'stimulated', 'doubtless', 'present', 'time', 'unsettled', 'condition', 'relations', 'foreign', 'powers', 'obligations', 'resulting', 'sudden', 'extension', 'field', 'enterprise', 'spirit', 'field', 'entered', 'amazing', 'energy', 'resources', 'meeting', 'demands', 'humanity', 'developed'] Speech # 123 [(3, 0.99172413792960112)] ['information', 'received', 'unlawful', 'expedition', 'fitted', 'state', 'california', 'view', 'invade', 'mexico', 'nation', 'maintaining', 'friendly', 'relations', 'united', 'states', 'expeditions', 'organizing', 'united', 'states', 'unlawful', 'purpose', 'citizens', 'inhabitants', 'country', 'unmindful', 'obligations', 'duties', 'rights', 'friendly', 'power', 'participated', 'participate', 'enterprises', 'derogatory', 'national', 'character', 'threatening', 'tranquillity', 'incurring', 'severe', 'penalties', 'imposed', 'law', 'offenders', 'franklin', 'pierce', 'president', 'united', 'states', 'issued', 'proclamation', 'warning', 'persons', 'connect', 'enterprise', 'expedition', 'penalties', 'law', 'denounced', 'criminal', 'conduct', 'rigidly', 'enforced', 'exhort', 'good', 'citizens', 'regard', 'national', 'character', 'respect', 'laws', 'law', 'nations', 'blessings', 'peace', 'welfare', 'country', 'discountenance', 'lawful', 'means', 'prevent', 'criminal', 'enterprises', 'call', 'officers', 'government', 'civil', 'military', 'efforts', 'power', 'arrest', 'trial', 'punishment', 'offender', 'hand', 'seal', 'united', 'states', 'washington'] Speech # 124 [(3, 0.70820985639880696), (9, 0.15385111691891906), (11, 0.043902594710233105), (19, 0.093651287542826742)] ['repeal', 'missouri', 'compromise', 'propriety', 'restoration', 'constitute', 'subject', 'desire', 'present', 'connected', 'view', 'subject', 'remarks', 'specifically', 'answer', 'judge', 'douglas', 'proceed', 'main', 'points', 'presented', 'arise', 'receive', 'respectful', 'attention', 'give', 'propose', 'question', 'patriotism', 'assail', 'motives', 'man', 'class', 'men', 'strictly', 'confine', 'naked', 'merits', 'question', 'national', 'positions', 'ground', 'thought', 'narrow', 'sectional', 'dangerous', 'union', 'hope', 'give', 'reason', 'sufficient', 'differently', 'subject', 'part', 'parcel', 'larger', 'general', 'question', 'domesticslavery', 'make', 'distinction', 'existing', 'institution', 'extension', 'broad', 'clear', 'honest', 'man', 'misunderstand', 'dishonest', 'successfully', 'misrepresent', 'order', 'clear', 'understanding', 'missouri', 'compromise', 'short', 'history', 'preceding', 'kindred', 'subjects', 'proper', 'established', 'independence', 'claim', 'country', 'compromise', 'applies', 'strictly', 'speaking', 'confederacy', 'owned', 'country', 'states', 'owned', 'country', 'limits', 'owned', 'territory'] Speech # 125 [(3, 0.95265107505761226), (23, 0.046951859771572665)] ['fellowcitizens', 'senate', 'house', 'representatives', 'past', 'eventful', 'year', 'referred', 'marked', 'epoch', 'history', 'world', 'happily', 'preserved', 'calamities', 'war', 'domestic', 'prosperity', 'uninterrupted', 'crops', 'portions', 'country', 'cut', 'disease', 'prevailed', 'greater', 'extent', 'usual', 'sacrifice', 'human', 'life', 'casualties', 'sea', 'land', 'parallel', 'pestilence', 'swept', 'restored', 'salubrity', 'invites', 'absent', 'homes', 'return', 'business', 'ordinary', 'channels', 'earth', 'rewarded', 'labor', 'husbandman', 'bountifully', 'preceding', 'seasons', 'left', 'abundance', 'domestic', 'large', 'surplus', 'exportation', 'present', 'past', 'find', 'ample', 'grounds', 'reverent', 'thankfulness', 'god', 'grace', 'providence', 'protecting', 'care', 'merciful', 'dealings', 'people', 'attention', 'arrested', 'painful', 'interest', 'passing', 'events', 'country', 'feels', 'slight', 'vibrations', 'convulsions', 'shaken', 'europe', 'individuals', 'repress', 'sympathy', 'human', 'suffering', 'regret', 'produce', 'nation', 'reminded', 'interrupts', 'peace', 'checks', 'prosperity'] Speech # 126 [(3, 0.99959322033893971)] ['fellowcitizens', 'senate', 'house', 'representatives', 'constitution', 'united', 'states', 'congress', 'assemble', 'annually', 'monday', 'december', 'usual', 'president', 'make', 'communication', 'public', 'character', 'senate', 'house', 'representatives', 'advised', 'readiness', 'receive', 'deferred', 'usage', 'close', 'month', 'session', 'convictions', 'duty', 'permit', 'longer', 'postpone', 'discharge', 'obligation', 'enjoined', 'constitution', 'president', 'give', 'congress', 'information', 'state', 'union', 'recommend', 'consideration', 'measures', 'judge', 'expedient', 'matter', 'congratulation', 'republic', 'tranquilly', 'advancing', 'career', 'prosperity', 'peace', 'whilst', 'relations', 'amity', 'continue', 'exist', 'united', 'states', 'foreign', 'powers', 'grave', 'questions', 'depending', 'require', 'consideration', 'congress', 'questions', 'important', 'arisen', 'negotiations', 'great', 'britain', 'reference', 'central', 'america', 'convention', 'concluded', 'governments', '19th', 'april', '1850', 'parties', 'covenanted', 'occupy', 'fortify', 'colonize', 'assume', 'exercise', 'dominion', 'nicaragua', 'costa', 'rica', 'mosquito', 'coast'] Speech # 127 [(3, 0.97776734939112697), (6, 0.021825390759328607)] ['fellowcitizens', 'senate', 'house', 'representatives', 'constitution', 'requires', 'president', 'time', 'time', 'recommend', 'consideration', 'congress', 'measures', 'judge', 'expedient', 'give', 'information', 'state', 'union', 'fully', 'involves', 'exposition', 'matters', 'actual', 'condition', 'country', 'domestic', 'foreign', 'essentially', 'concern', 'general', 'welfare', 'performing', 'constitutional', 'duty', 'respect', 'president', 'speak', 'express', 'personal', 'convictions', 'executive', 'minister', 'government', 'enabled', 'position', 'called', 'official', 'obligations', 'scan', 'impartial', 'eye', 'interests', 'part', 'united', 'states', 'condition', 'domestic', 'interests', 'unionits', 'agriculture', 'mines', 'manufactures', 'navigation', 'commerceit', 'internal', 'prosperity', 'country', 'continuous', 'steady', 'advancement', 'wealth', 'population', 'private', 'public', 'wellbeing', 'attest', 'wisdom', 'institutions', 'predominant', 'spirit', 'intelligence', 'patriotism', 'notwithstanding', 'occasional', 'irregularities', 'opinion', 'action', 'resulting', 'popular', 'freedom', 'distinguished', 'characterized', 'people', 'america', 'interval', 'termination', 'commencement', 'present', 'session'] Speech # 128 [(3, 0.94982231169122933), (6, 0.049369252456289828)] ['fellowcitizens', 'day', 'solemn', 'oath', 'faithfully', 'execute', 'office', 'president', 'united', 'states', 'ability', 'preserve', 'protect', 'defend', 'constitution', 'united', 'states', 'entering', 'great', 'office', 'humbly', 'invoke', 'god', 'fathers', 'wisdom', 'firmness', 'execute', 'high', 'responsible', 'duties', 'manner', 'restore', 'harmony', 'ancient', 'friendship', 'people', 'states', 'preserve', 'free', 'institutions', 'generations', 'convinced', 'owe', 'election', 'inherent', 'love', 'constitution', 'union', 'animates', 'hearts', 'american', 'people', 'earnestly', 'powerful', 'support', 'sustaining', 'measures', 'calculated', 'perpetuate', 'richest', 'political', 'blessings', 'heaven', 'bestowed', 'nation', 'determined', 'candidate', 'reelection', 'motive', 'influence', 'conduct', 'administering', 'government', 'desire', 'ably', 'faithfully', 'serve', 'country', 'live', 'grateful', 'memory', 'countrymen', 'recently', 'passed', 'presidential', 'contest', 'passions', 'fellowcitizens', 'excited', 'highest', 'degree', 'questions', 'deep', 'vital', 'importance', 'people', 'proclaimed', 'tempest', 'subsided', 'calm'] Speech # 129 [(3, 0.99958115183217899)] ['fellowcitizens', 'senate', 'house', 'representatives', 'obedience', 'command', 'constitution', 'duty', 'give', 'congress', 'information', 'state', 'union', 'recommend', 'consideration', 'measures', 'judge', 'expedient', 'due', 'almighty', 'god', 'numerous', 'benefits', 'bestowed', 'people', 'united', 'prayers', 'ascend', 'continue', 'bless', 'great', 'republic', 'time', 'blessed', 'time', 'past', 'adjournment', 'congress', 'constituents', 'enjoyed', 'unusual', 'degree', 'health', 'earth', 'yielded', 'fruits', 'abundantly', 'bountifully', 'rewarded', 'toil', 'husbandman', 'great', 'staples', 'commanded', 'high', 'prices', 'till', 'period', 'manufacturing', 'mineral', 'mechanical', 'occupations', 'largely', 'partaken', 'general', 'prosperity', 'possessed', 'elements', 'material', 'wealth', 'rich', 'abundance', 'notwithstanding', 'advantages', 'country', 'monetary', 'interests', 'present', 'moment', 'deplorable', 'condition', 'midst', 'unsurpassed', 'plenty', 'productions', 'agriculture', 'elements', 'national', 'wealth', 'find', 'manufactures', 'suspended', 'public', 'works', 'retarded', 'private', 'enterprises', 'kinds', 'abandoned', 'thousands'] Speech # 130 [(11, 0.99921375921367783)] ['president', 'gentlemen', 'convention', 'tending', 'judge', 'year', 'policy', 'initiated', 'avowed', 'object', 'confident', 'promise', 'putting', 'end', 'slavery', 'agitation', 'operation', 'policy', 'agitation', 'ceased', 'constantly', 'augmented', 'opinion', 'cease', 'crisis', 'reached', 'passed', 'house', 'divided', 'stand', 'government', 'endure', 'permanently', 'half', 'slave', 'half', 'free', 'expect', 'union', 'dissolvedi', 'expect', 'house', 'fallbut', 'expect', 'cease', 'divided', 'thing', 'opponents', 'slavery', 'arrest', 'spread', 'place', 'public', 'mind', 'rest', 'belief', 'ultimate', 'extinction', 'advocates', 'push', 'forward', 'till', 'alike', 'lawful', 'states', 'newnorth', 'south', 'tendency', 'condition', 'doubts', 'carefully', 'contemplate', 'complete', 'legal', 'combinationpiece', 'machinery', 'speakcompounded', 'nebraska', 'doctrine', 'dred', 'scott', 'decision', 'work', 'machinery', 'adapted', 'adapted', 'study', 'history', 'construction', 'trace', 'fail', 'trace', 'evidences', 'design', 'concert', 'action', 'chief', 'bosses', 'beginning', 'congress'] Speech # 131 [(3, 0.98605610190331738), (6, 0.013540389324700686)] ['fellowcitizens', 'senate', 'house', 'representatives', 'compare', 'condition', 'country', 'present', 'day', 'year', 'ago', 'meeting', 'congress', 'reason', 'gratitude', 'almighty', 'providence', 'failed', 'interpose', 'relief', 'critical', 'periods', 'history', 'year', 'ago', 'sectional', 'strife', 'north', 'south', 'dangerous', 'subject', 'slavery', 'intense', 'threaten', 'peace', 'perpetuity', 'confederacy', 'application', 'admission', 'kansas', 'state', 'union', 'fostered', 'unhappy', 'agitation', 'brought', 'subject', 'congress', 'desire', 'patriot', 'measures', 'legislation', 'adopted', 'remove', 'excitement', 'states', 'confine', 'territory', 'legitimately', 'belonged', 'happy', 'accomplishment', 'object', 'session', 'congress', 'supreme', 'court', 'united', 'states', 'previously', 'decided', 'american', 'citizens', 'equal', 'territories', 'held', 'property', 'laws', 'states', 'hold', 'property', 'guardianship', 'federal', 'constitution', 'long', 'territorial', 'condition', 'remain', 'wellestablished', 'position', 'proceedings', 'session', 'wanting', 'give', 'practical', 'effect', 'principle', 'recognized', 'form', 'unanimous'] Speech # 132 [(3, 0.99381418043286396)] ['fellowcitizens', 'senate', 'house', 'representatives', 'deep', 'heartfelt', 'gratitude', 'due', 'almighty', 'power', 'bestowed', 'varied', 'numerous', 'blessings', 'past', 'year', 'general', 'health', 'country', 'excellent', 'harvests', 'unusually', 'plentiful', 'prosperity', 'smiles', 'land', 'notwithstanding', 'demerits', 'reason', 'past', 'events', 'history', 'enjoyed', 'special', 'protection', 'divine', 'providence', 'origin', 'nation', 'exposed', 'threatening', 'alarming', 'difficulties', 'progress', 'successive', 'occasion', 'impending', 'cloud', 'dissipated', 'moment', 'appeared', 'ready', 'burst', 'head', 'danger', 'institutions', 'passed', 'divine', 'guidance', 'protection', 'whilst', 'duty', 'president', 'time', 'time', 'give', 'congress', 'information', 'state', 'union', 'refer', 'detail', 'recent', 'sad', 'bloody', 'occurrences', 'harpers', 'ferry', 'proper', 'observe', 'events', 'bad', 'cruel', 'derive', 'chief', 'importance', 'apprehension', 'symptoms', 'incurable', 'disease', 'public', 'mind', 'break', 'dangerous', 'outrages', 'terminate', 'open', 'war', 'north', 'abolish'] Speech # 133 [(9, 0.99953846153841841)] ['president', 'fellowcitizens', 'newyork', 'facts', 'deal', 'evening', 'familiar', 'general', 'make', 'novelty', 'mode', 'presenting', 'facts', 'inferences', 'observations', 'presentation', 'speech', 'autumn', 'columbus', 'ohio', 'reported', 'york', 'times', 'senator', 'douglas', 'fathers', 'framed', 'government', 'live', 'understood', 'question', 'fully', 'indorse', 'adopt', 'text', 'discourse', 'adopt', 'furnishes', 'precise', 'agreed', 'starting', 'point', 'discussion', 'republicans', 'wing', 'democracy', 'headed', 'senator', 'douglas', 'simply', 'leaves', 'inquiry', 'understanding', 'fathers', 'question', 'mentioned', 'fathers', 'framed', 'government', 'live', 'understood', 'question', 'fully', 'indorse', 'adopt', 'text', 'discourse', 'adopt', 'furnishes', 'precise', 'agreed', 'starting', 'point', 'discussion', 'republicans', 'wing', 'democracy', 'headed', 'senator', 'douglas', 'simply', 'leaves', 'inquiry', 'understanding', 'fathers', 'question', 'mentioned', 'frame', 'government', 'live', 'answer', 'constitution', 'united', 'states', 'constitution', 'consists', 'original', 'framed', '1787', 'present'] Speech # 134 [(3, 0.94871106454145193), (9, 0.035038517151900136), (23, 0.011954276538060455)] ['fellowcitizens', 'senate', 'house', 'representatives', 'year', 'meeting', 'country', 'eminently', 'prosperous', 'material', 'interests', 'general', 'health', 'excellent', 'harvests', 'abundant', 'plenty', 'smiles', 'laud', 'commerce', 'manufactures', 'prosecuted', 'energy', 'industry', 'yielded', 'fair', 'ample', 'returns', 'short', 'nation', 'tide', 'time', 'presented', 'spectacle', 'greater', 'material', 'prosperity', 'recent', 'period', 'discontent', 'extensively', 'prevails', 'union', 'states', 'source', 'blessings', 'threatened', 'destruction', 'longcontinued', 'intemperate', 'interference', 'northern', 'people', 'question', 'slavery', 'southern', 'states', 'length', 'produced', 'natural', 'effects', 'sections', 'union', 'arrayed', 'time', 'arrived', 'dreaded', 'father', 'country', 'hostile', 'geographical', 'parties', 'formed', 'long', 'foreseen', 'forewarned', 'countrymen', 'impending', 'danger', 'proceed', 'solely', 'claim', 'part', 'congress', 'territorial', 'legislatures', 'exclude', 'slavery', 'territories', 'efforts', 'states', 'defeat', 'execution', 'fugitiveslave', 'law', 'evils', 'endured', 'south', 'danger', 'union'] Speech # 135 [(2, 0.17866870074281077), (3, 0.25093472010007989), (6, 0.42271047917675408), (14, 0.12942523041256712)] ['friendsno', 'situation', 'feeling', 'sadness', 'parting', 'place', 'kindness', 'people', 'owe', 'thing', 'lived', 'quarter', 'century', 'passed', 'young', 'man', 'children', 'born', 'buried', 'leave', 'knowing', 'return', 'task', 'greater', 'rested', 'washington', 'assistance', 'divine', 'attended', 'succeed', 'assistance', 'fail', 'trusting', 'remain', 'good', 'confidently', 'hope', 'care', 'commending', 'hope', 'prayers', 'commend', 'bid', 'affectionate', 'farewell'] Speech # 136 [(3, 0.42068923363944544), (23, 0.57886546142343265)] ['fellow', 'citizens', 'united', 'states', 'compliance', 'custom', 'government', 'address', 'briefly', 'presence', 'oath', 'prescribed', 'constitution', 'united', 'states', 'president', 'enters', 'execution', 'office', 'present', 'discuss', 'matters', 'administration', 'special', 'anxiety', 'excitement', 'apprehension', 'exist', 'people', 'southern', 'states', 'accession', 'republican', 'administration', 'property', 'peace', 'personal', 'security', 'endangered', 'reasonable', 'apprehension', 'ample', 'evidence', 'contrary', 'existed', 'open', 'inspection', 'found', 'published', 'speeches', 'addresses', 'quote', 'speeches', 'declare', 'purpose', 'directly', 'indirectly', 'interfere', 'institution', 'slavery', 'states', 'exists', 'beheve', 'lawful', 'inclination', 'nominated', 'elected', 'full', 'knowledge', 'made', 'similar', 'declarations', 'recanted', 'platform', 'acceptance', 'law', 'clear', 'emphatic', 'resolution', 'read', 'resolved', 'maintenance', 'inviolate', 'rights', 'states', 'state', 'order', 'control', 'domestic', 'institutions', 'judgment', 'exclusively', 'essential', 'balance', 'power', 'perfection', 'endurance', 'political', 'fabric', 'depend'] Speech # 137 [(3, 0.90570427419825439), (6, 0.078280615010825394), (9, 0.01560599874994812)] ['fellowcitizens', 'senate', 'house', 'representatives', 'convened', 'extraordinary', 'occasion', 'authorized', 'constitution', 'attention', 'called', 'ordinary', 'subject', 'legislation', 'beginning', 'present', 'presidential', 'term', 'months', 'ago', 'functions', 'federal', 'government', 'found', 'generally', 'suspended', 'states', 'south', 'carolina', 'georgia', 'alabama', 'mississippi', 'louisiana', 'florida', 'excepting', 'postoffice', 'department', 'states', 'forts', 'arsenals', 'dockyards', 'customhouses', 'including', 'movable', 'stationary', 'property', 'seized', 'held', 'open', 'hostility', 'government', 'excepting', 'forts', 'pickens', 'taylor', 'jefferson', 'florida', 'coast', 'fort', 'sumter', 'charleston', 'harbor', 'south', 'carolina', 'forts', 'seized', 'put', 'improved', 'condition', 'built', 'armed', 'forces', 'organized', 'organizing', 'avowedly', 'hostile', 'purpose', 'forts', 'remaining', 'possession', 'federal', 'government', 'states', 'besieged', 'menaced', 'warlike', 'preparations', 'fort', 'sumter', 'surrounded', 'wellprotected', 'hostile', 'batteries', 'guns', 'equal', 'quality', 'outnumbering', 'ten', 'disproportionate', 'share'] Speech # 138 [(3, 0.99957709251096494)] ['fellowcitizens', 'senate', 'house', 'representatives', 'midst', 'unprecedented', 'political', 'troubles', 'great', 'gratitude', 'god', 'unusual', 'good', 'health', 'abundant', 'harvests', 'surprised', 'learn', 'peculiar', 'exigencies', 'times', 'intercourse', 'foreign', 'nations', 'attended', 'profound', 'solicitude', 'chiefly', 'turning', 'domestic', 'affairs', 'disloyal', 'portion', 'american', 'people', 'year', 'engaged', 'attempt', 'divide', 'destroy', 'union', 'nation', 'endures', 'factious', 'domestic', 'division', 'exposed', 'disrespect', 'abroad', 'party', 'sooner', 'invoke', 'foreign', 'intervention', 'nations', 'tempted', 'interfere', 'resist', 'counsels', 'expediency', 'ungenerous', 'ambition', 'measures', 'adopted', 'influences', 'seldom', 'fail', 'unfortunate', 'injurious', 'adopting', 'disloyal', 'citizens', 'united', 'states', 'offered', 'ruin', 'country', 'return', 'aid', 'comfort', 'invoked', 'abroad', 'received', 'patronage', 'encouragement', 'expected', 'suppose', 'insurgents', 'assume', 'foreign', 'nations', 'case', 'discarding', 'moral', 'social', 'treaty', 'obligations', 'act', 'solely', 'selfishly'] Speech # 139 [(3, 0.98733479563971527)] ['fellowcitizens', 'senate', 'house', 'representatives', 'annual', 'assembling', 'year', 'health', 'bountiful', 'harvests', 'passed', 'pleased', 'almighty', 'bless', 'return', 'peace', 'press', 'guided', 'light', 'trusting', 'good', 'time', 'wise', 'correspondence', 'touching', 'foreign', 'affairs', 'place', 'year', 'herewith', 'submitted', 'virtual', 'compliance', 'request', 'effect', 'made', 'house', 'representatives', 'close', 'session', 'congress', 'condition', 'relations', 'nations', 'gratifying', 'periods', 'satisfactory', 'nation', 'unhappily', 'distracted', 'apprehended', 'month', 'june', 'grounds', 'expect', 'maritime', 'powers', 'beginning', 'domestic', 'difficulties', 'unwisely', 'unnecessarily', 'recognized', 'insurgents', 'belligerent', 'recede', 'position', 'proved', 'injurious', 'country', 'temporary', 'reverses', 'befell', 'national', 'arms', 'exaggerated', 'disloyal', 'citizens', 'abroad', 'hitherto', 'delayed', 'act', 'simple', 'justice', 'civil', 'war', 'radically', 'changed', 'moment', 'occupations', 'habits', 'american', 'people', 'necessarily', 'disturbed', 'social', 'condition', 'affected', 'deeply', 'prosperity'] Speech # 140 [(2, 0.018453111022794132), (3, 0.87089235625377115), (10, 0.064644881305338076), (19, 0.043432964301178725)] ['president', 'united', 'states', 'america', 'proclamation', 'twentysecond', 'day', 'september', 'year', 'lord', 'thousand', 'hundred', 'sixty', 'proclamation', 'issued', 'president', 'united', 'states', 'things', 'towit', 'day', 'january', 'year', 'lord', 'thousand', 'hundred', 'sixtythree', 'persons', 'held', 'slaves', 'state', 'designated', 'part', 'state', 'people', 'whereof', 'rebellion', 'united', 'states', 'thenceforward', 'forever', 'free', 'executive', 'government', 'united', 'states', 'including', 'military', 'naval', 'authority', 'thereof', 'recognize', 'maintain', 'freedom', 'persons', 'act', 'acts', 'repress', 'persons', 'efforts', 'make', 'actual', 'freedom', 'executive', 'day', 'january', 'aforesaid', 'proclamation', 'designate', 'states', 'parts', 'states', 'people', 'thereof', 'rebellion', 'united', 'states', 'fact', 'state', 'people', 'thereof', 'day', 'good', 'faith', 'represented', 'congress', 'united', 'states', 'members', 'chosen', 'thereto', 'elections', 'majority', 'qualified', 'voters', 'state', 'participated', 'absence', 'strong', 'countervailing'] Speech # 141 [(10, 0.99915119363387461)] ['executive', 'mansion', 'washington', 'august', '26', '1863', 'hon', 'james', 'conkling', 'dear', 'sir', 'letter', 'inviting', 'attend', 'massmeeting', 'unconditional', 'unionmen', 'held', 'capital', 'illinois', '3d', 'day', 'september', 'received', 'agreeable', 'meet', 'friends', 'home', 'absent', 'long', 'visit', 'require', 'meeting', 'maintain', 'unconditional', 'devotion', 'union', 'political', 'friends', 'tendering', 'nations', 'gratitude', 'noble', 'men', 'partizan', 'malice', 'partizan', 'hope', 'make', 'false', 'nations', 'life', 'dissatisfied', 'desire', 'peace', 'blame', 'attain', 'conceivable', 'ways', 'suppress', 'rebellion', 'force', 'arms', 'agreed', 'give', 'union', 'plainly', 'force', 'dissolution', 'remains', 'imaginable', 'compromise', 'compromise', 'embracing', 'maintenance', 'union', 'learn', 'leads', 'directly', 'opposite', 'belief', 'strength', 'rebellion', 'militaryits', 'army', 'army', 'dominates', 'country', 'people', 'range', 'offer', 'terms', 'made', 'man', 'men', 'range', 'opposition', 'army', 'simply', 'present'] Speech # 142 [(6, 0.31927051050842448), (8, 0.38021049973132326), (9, 0.29163010087025532)] ['score', 'years', 'ago', 'fathers', 'brought', 'continent', 'nation', 'conceived', 'liberty', 'dedicated', 'proposition', 'men', 'created', 'equal', 'engaged', 'great', 'civil', 'war', 'testing', 'nation', 'nation', 'conceived', 'dedicated', 'long', 'endure', 'met', 'great', 'battlefield', 'war', 'dedicate', 'portion', 'field', 'final', 'resting', 'place', 'gave', 'lives', 'nation', 'live', 'altogether', 'fitting', 'proper', 'larger', 'sense', 'dedicatewe', 'consecratewe', 'hallowthis', 'ground', 'brave', 'men', 'living', 'dead', 'struggled', 'consecrated', 'poor', 'power', 'add', 'detract', 'world', 'note', 'long', 'remember', 'forget', 'living', 'dedicated', 'unfinished', 'work', 'fought', 'nobly', 'advanced', 'dedicated', 'great', 'task', 'remaining', 'usthat', 'honored', 'dead', 'increased', 'devotion', 'gave', 'full', 'measure', 'devotionthat', 'highly', 'resolve', 'dead', 'died', 'vainthat', 'nation', 'god', 'birth', 'freedomand', 'government', 'people', 'people', 'people', 'perish', 'earth'] Speech # 143 [(3, 0.99959218351724521)] ['fellowcitizens', 'senate', 'house', 'representatives', 'year', 'health', 'sufficiently', 'abundant', 'harvests', 'passed', 'improved', 'condition', 'national', 'affairs', 'renewed', 'profoundest', 'gratitude', 'god', 'due', 'remain', 'peace', 'friendship', 'foreign', 'powers', 'efforts', 'disloyal', 'citizens', 'united', 'states', 'involve', 'foreign', 'wars', 'aid', 'inexcusable', 'insurrection', 'unavailing', 'britannic', 'majestys', 'government', 'justly', 'expected', 'exercised', 'authority', 'prevent', 'departure', 'hostile', 'expeditions', 'british', 'ports', 'emperor', 'france', 'proceeding', 'promptly', 'vindicated', 'neutrality', 'proclaimed', 'beginning', 'contest', 'questions', 'great', 'intricacy', 'importance', 'arisen', 'blockade', 'belligerent', 'operations', 'government', 'maritime', 'powers', 'discussed', 'accommodated', 'spirit', 'frankness', 'justice', 'mutual', 'good', 'gratifying', 'prize', 'courts', 'impartiality', 'adjudications', 'commanded', 'respect', 'confidence', 'maritime', 'powers', 'supplemental', 'treaty', 'united', 'states', 'great', 'britain', 'suppression', 'african', 'slave', 'trade', 'made', '17th', 'day', 'february'] Speech # 144 [(3, 0.86684926578561228), (15, 0.12873128996082822)] ['fellowcitizens', 'senate', 'house', 'representatives', 'blessings', 'health', 'abundant', 'harvests', 'claim', 'proroundest', 'gratitude', 'almighty', 'god', 'condition', 'foreign', 'affairs', 'satisfactory', 'mexico', 'continues', 'theater', 'civil', 'war', 'political', 'relations', 'country', 'undergone', 'change', 'time', 'strictly', 'maintained', 'neutrality', 'belligerents', 'request', 'states', 'costa', 'rica', 'nicaragua', 'competent', 'engineer', 'authorized', 'make', 'survey', 'river', 'san', 'juan', 'port', 'san', 'juan', 'source', 'satisfaction', 'difficulties', 'moment', 'excited', 'political', 'apprehensions', 'caused', 'closing', 'interoceanic', 'transit', 'route', 'amicably', 'adjusted', 'good', 'prospect', 'route', 'reopened', 'increase', 'capacity', 'adaptation', 'exaggerate', 'commercial', 'political', 'importance', 'great', 'improvement', 'injustice', 'important', 'south', 'american', 'state', 'acknowledge', 'directness', 'frankness', 'cordiality', 'united', 'states', 'colombia', 'entered', 'intimate', 'relations', 'government', 'claims', 'convention', 'constituted', 'complete', 'unfinished', 'work', 'closed', 'session', '1861'] Speech # 145 [(3, 0.5806865620984194), (6, 0.41564809925557439)] ['fellowcountrymen', 'appearing', 'oath', 'presidential', 'office', 'occasion', 'extended', 'address', 'statement', 'detail', 'pursued', 'fitting', 'proper', 'expiration', 'years', 'public', 'declarations', 'constantly', 'called', 'point', 'phase', 'great', 'contest', 'absorbs', 'attention', 'engrosses', 'energies', 'nation', 'presented', 'progress', 'arms', 'chiefly', 'depends', 'public', 'trust', 'satisfactory', 'encouraging', 'high', 'hope', 'future', 'prediction', 'regard', 'ventured', 'occasion', 'years', 'ago', 'thoughts', 'anxiously', 'directed', 'impending', 'civil', 'war', 'dreaded', 'sought', 'avert', 'inaugural', 'address', 'delivered', 'place', 'devoted', 'altogether', 'saving', 'union', 'war', 'insurgent', 'agents', 'city', 'seeking', 'destroy', 'warseeking', 'dissolve', 'union', 'divide', 'effects', 'negotiation', 'parties', 'deprecated', 'war', 'make', 'war', 'nation', 'survive', 'accept', 'war', 'perish', 'war', 'oneeighth', 'population', 'colored', 'slaves', 'distributed', 'generally', 'union', 'localized', 'southern', 'part', 'slaves', 'constituted', 'peculiar', 'powerful'] Speech # 146 [(3, 0.91380577334172264), (6, 0.014641600433848783), (11, 0.068677664825108439)] ['fellowcitizens', 'senate', 'house', 'representatives', 'express', 'gratitude', 'god', 'people', 'preservation', 'united', 'states', 'duty', 'addressing', 'thoughts', 'revert', 'death', 'late', 'president', 'act', 'parricidal', 'treason', 'grief', 'nation', 'fresh', 'finds', 'solace', 'consideration', 'lived', 'enjoy', 'highest', 'proof', 'confidence', 'entering', 'renewed', 'term', 'chief', 'magistracy', 'elected', 'brought', 'civil', 'war', 'substantially', 'close', 'loss', 'deplored', 'parts', 'union', 'foreign', 'nations', 'rendered', 'justice', 'memory', 'removal', 'cast', 'heavier', 'weight', 'cares', 'devolved', 'predecessors', 'fulfill', 'trust', 'support', 'confidence', 'departments', 'government', 'support', 'confidence', 'people', 'hope', 'gain', 'aid', 'state', 'frankness', 'principles', 'guide', 'conduct', 'application', 'present', 'state', 'affairs', 'aware', 'efficiency', 'labors', 'great', 'measure', 'depend', 'undivided', 'approbation', 'union', 'united', 'states', 'america', 'intended', 'authors', 'long', 'states', 'union', 'perpetual', 'words', 'confederation'] Speech # 147 [(3, 0.82171125509287257), (6, 0.080827946348247068), (12, 0.095460798558645324)] ['citizens', 'united', 'states', 'suffrages', 'elected', 'office', 'president', 'united', 'states', 'conformity', 'constitution', 'country', 'oath', 'office', 'prescribed', 'oath', 'mental', 'reservation', 'determination', 'ability', 'required', 'responsibilities', 'position', 'feel', 'accept', 'fear', 'office', 'unsought', 'commence', 'duties', 'untrammeled', 'bring', 'conscious', 'desire', 'determination', 'fill', 'ability', 'satisfaction', 'people', 'leading', 'questions', 'agitating', 'public', 'mind', 'express', 'views', 'congress', 'urge', 'judgment', 'advisable', 'exercise', 'constitutional', 'privilege', 'interposing', 'veto', 'defeat', 'measures', 'oppose', 'laws', 'faithfully', 'executed', 'meet', 'approval', 'subjects', 'policy', 'recommend', 'enforce', 'people', 'laws', 'govern', 'alikethose', 'opposed', 'favor', 'method', 'secure', 'repeal', 'bad', 'obnoxious', 'laws', 'effective', 'stringent', 'execution', 'country', 'emerged', 'great', 'rebellion', 'questions', 'settlement', 'years', 'preceding', 'administrations', 'deal', 'meeting', 'desirable', 'approached', 'calmly', 'prejudice', 'hate', 'sectional', 'pride'] Speech # 148 [(3, 0.98577002780185774), (20, 0.01067402251904153)] ['senate', 'house', 'representatives', 'coming', 'time', 'chief', 'magistrate', 'great', 'nation', 'gratitude', 'giver', 'good', 'benefits', 'enjoy', 'blessed', 'peace', 'home', 'entangling', 'alliances', 'abroad', 'forebode', 'trouble', 'territory', 'unsurpassed', 'fertility', 'area', 'equal', 'abundant', 'support', '500000000', 'people', 'abounding', 'variety', 'mineral', 'quantity', 'sufficient', 'supply', 'world', 'generations', 'exuberant', 'crops', 'variety', 'climate', 'adapted', 'production', 'species', 'earths', 'riches', 'suited', 'habits', 'tastes', 'requirements', 'living', 'thing', 'population', '40000000', 'free', 'people', 'speaking', 'language', 'facilities', 'mortal', 'acquire', 'education', 'institutions', 'closing', 'avenues', 'fame', 'blessing', 'fortune', 'coveted', 'freedom', 'pulpit', 'press', 'school', 'revenue', 'flowing', 'national', 'treasury', 'requirements', 'government', 'happily', 'harmony', 'rapidly', 'restored', 'borders', 'manufactures', 'hitherto', 'unknown', 'country', 'springing', 'sections', 'producing', 'degree', 'national', 'independence', 'unequaled', 'power', 'blessings', 'countless'] Speech # 149 [(3, 0.99959459459453692)] ['senate', 'house', 'representatives', 'year', 'peace', 'general', 'prosperity', 'nation', 'passed', 'assembling', 'congress', 'kind', 'providence', 'blessed', 'abundant', 'crops', 'spared', 'complications', 'war', 'foreign', 'nations', 'midst', 'comparative', 'harmony', 'restored', 'regretted', 'free', 'exercise', 'elective', 'franchise', 'violence', 'intimidation', 'denied', 'citizens', 'exceptional', 'cases', 'states', 'rebellion', 'verdict', 'people', 'reversed', 'states', 'virginia', 'mississippi', 'texas', 'restored', 'representation', 'national', 'councils', 'georgia', 'state', 'representation', 'confidently', 'expected', 'place', 'beginning', 'year', 'hope', 'completed', 'work', 'reconstruction', 'acquiescence', 'part', 'people', 'national', 'obligation', 'pay', 'public', 'debt', 'created', 'price', 'union', 'pensions', 'disabled', 'soldiers', 'sailors', 'widows', 'orphans', 'constitution', 'made', 'great', 'rebellion', 'reason', 'advance', 'material', 'prosperity', 'happiness', 'nation', 'protracted', 'devastating', 'war', 'existing', 'war', 'broke', 'europe', 'protection', 'united', 'states', 'minister', 'paris'] Speech # 150 [(3, 0.9995853131748873)] ['addressing', 'annual', 'message', 'lawmaking', 'branch', 'government', 'gratifying', 'state', 'past', 'year', 'success', 'generally', 'attended', 'effort', 'execute', 'laws', 'found', 'statute', 'books', 'policy', 'inquire', 'wisdom', 'laws', 'enacted', 'learn', 'spirit', 'intent', 'enforce', 'past', 'year', 'wise', 'providence', 'general', 'prosperity', 'nation', 'attended', 'usual', 'chastisements', 'loss', 'life', 'property', 'storm', 'fire', 'disasters', 'served', 'call', 'elements', 'human', 'nature', 'country', 'develop', 'friendship', 'part', 'foreign', 'nations', 'alleviating', 'distresses', 'occasioned', 'calamities', 'benevolent', 'generously', 'shared', 'means', 'victims', 'misfortunes', 'reap', 'reward', 'consciousness', 'performed', 'noble', 'act', 'receiving', 'grateful', 'men', 'women', 'children', 'sufferings', 'relieved', 'relations', 'united', 'states', 'foreign', 'powers', 'continue', 'friendly', 'year', 'eventful', 'witnessing', 'great', 'nations', 'speaking', 'language', 'lineage', 'settling', 'peaceful', 'arbitration', 'disputes', 'long', 'standing', 'liable'] Speech # 151 [(3, 0.99960149439596491)] ['senate', 'house', 'representatives', 'transmitting', 'fourth', 'annual', 'message', 'thankfulness', 'giver', 'good', 'nation', 'blessed', 'past', 'year', 'peace', 'home', 'peace', 'abroad', 'general', 'prosperity', 'vouchsafed', 'peoples', 'exception', 'recent', 'devastating', 'fire', 'swept', 'earth', 'breath', 'millions', 'accumulated', 'wealth', 'city', 'boston', 'overshadowing', 'calamity', 'year', 'record', 'gratifying', 'note', 'fellowcitizens', 'city', 'chicago', 'similar', 'circumstances', 'year', 'earlier', 'citizens', 'boston', 'rallying', 'misfortunes', 'prospect', 'energy', 'perseverance', 'overcome', 'obstacles', 'show', 'prosperity', 'disaster', 'befallen', 'free', 'pestilence', 'war', 'calamities', 'overtake', 'nations', 'human', 'judgment', 'penetrate', 'future', 'exist', 'threaten', 'present', 'peace', 'congress', 'adjourned', 'june', 'question', 'raised', 'great', 'britain', 'pending', 'time', 'imperiled', 'settlement', 'friendly', 'arbitration', 'grave', 'differences', 'government', 'britannic', 'majesty', 'treaty', 'washington', 'referred', 'tribunal', 'arbitration', 'met', 'geneva', 'switzerland'] Speech # 152 [(3, 0.78879585609211433), (6, 0.10173222438423038), (12, 0.059014984092081363), (14, 0.048793569094719526)] ['fellowcitizens', 'providence', 'called', 'time', 'act', 'executive', 'great', 'nation', 'endeavor', 'past', 'maintain', 'laws', 'lay', 'power', 'act', 'interests', 'people', 'efforts', 'direction', 'future', 'aided', 'trust', 'years', 'experience', 'office', 'term', 'office', 'chief', 'executive', 'began', 'country', 'recovered', 'effects', 'great', 'internal', 'revolution', 'states', 'union', 'restored', 'federal', 'relations', 'wise', 'questions', 'raised', 'long', 'condition', 'affairs', 'existed', 'past', 'years', 'control', 'events', 'consumed', 'effort', 'restore', 'harmony', 'public', 'credit', 'commerce', 'arts', 'peace', 'progress', 'firm', 'conviction', 'civilized', 'world', 'tending', 'republicanism', 'government', 'people', 'chosen', 'representatives', 'great', 'republic', 'destined', 'guiding', 'star', 'republic', 'support', 'army', 'european', 'power', 'standing', 'navy', 'extension', 'territory', 'continent', 'call', 'increase', 'force', 'extension', 'enable', 'diminish', 'theory', 'government', 'general', 'progress', 'telegraph', 'made', 'communicating'] Speech # 153 [(3, 0.98615165690692108), (20, 0.013453662698349359)] ['senate', 'house', 'representatives', 'year', 'passed', 'submission', 'message', 'congress', 'part', 'eventful', 'country', 'midst', 'great', 'national', 'prosperity', 'financial', 'crisis', 'occurred', 'brought', 'low', 'fortunes', 'gigantic', 'proportions', 'political', 'partisanship', 'ceased', 'exist', 'agricultural', 'regions', 'finally', 'capture', 'high', 'seas', 'vessel', 'bearing', 'flag', 'time', 'threatened', 'consequences', 'agitated', 'public', 'mind', 'end', 'country', 'happily', 'satisfactory', 'adjustment', 'honorable', 'nations', 'concerned', 'relations', 'united', 'states', 'powers', 'continue', 'friendly', 'cordial', 'france', 'germany', 'russia', 'italy', 'minor', 'european', 'powers', 'brazil', 'south', 'american', 'republics', 'japan', 'occurred', 'year', 'demand', 'special', 'notice', 'correspondence', 'department', 'state', 'diplomatic', 'representatives', 'countries', 'transmitted', 'herewith', 'executing', 'congress', 'expressed', 'joint', 'resolution', '14th', 'february', 'accordance', 'provisions', 'resolution', 'number', 'practical', 'artisans', 'scientific', 'men', 'honorary', 'commissioners', 'authorized'] Speech # 154 [(3, 0.98334387249530397), (20, 0.016254556138429604)] ['senate', 'house', 'representatives', 'convening', 'congress', 'year', 'ago', 'nation', 'undergone', 'prostration', 'business', 'industries', 'witnessed', 'years', 'speculation', 'prostration', 'indulged', 'profit', 'theories', 'advanced', 'independent', 'writersthose', 'expressed', 'views', 'borrowingupon', 'subject', 'indulging', 'theories', 'prostration', 'call', 'attention', 'fact', 'plain', 'questions', 'disagreement', 'prostration', 'essential', 'elements', 'prosperity', 'abundantlabor', 'capital', 'largely', 'unemployed', 'security', 'undoubted', 'capital', 'attainable', 'moderate', 'rates', 'labor', 'wanted', 'found', 'abundance', 'cheap', 'rates', 'compared', 'whatof', 'necessaries', 'comforts', 'lifecould', 'purchased', 'wages', 'demanded', 'great', 'elements', 'prosperity', 'denied', 'added', 'soil', 'climate', 'unequaled', 'limits', 'contiguous', 'territory', 'nationality', 'variety', 'products', 'feed', 'clothe', 'people', 'amount', 'surplus', 'spare', 'feed', 'favored', 'peoples', 'facts', 'view', 'wise', 'statesmanship', 'session', 'congress', 'dictate', 'legislation', 'ignoring', 'past', 'directing', 'proper', 'channels', 'great'] Speech # 155 [(3, 0.99168735113148676)] ['senate', 'house', 'representatives', 'submitting', 'seventh', 'annual', 'message', 'congress', 'centennial', 'year', 'national', 'existence', 'free', 'independent', 'people', 'affords', 'great', 'pleasure', 'recur', 'advancement', 'made', 'time', 'colonies', 'hundred', 'years', 'ago', 'people', 'numbering', '3000000', 'number', '40000000', 'industries', 'confined', 'exclusively', 'tillage', 'soil', 'manufactories', 'absorb', 'labor', 'country', 'liberties', 'remain', 'unimpaired', 'bondmen', 'freed', 'slavery', 'possessed', 'respect', 'friendship', 'civilized', 'nations', 'progress', 'great', 'artsin', 'science', 'agriculture', 'commerce', 'navigation', 'mining', 'mechanics', 'law', 'medicine', 'general', 'education', 'progress', 'likewise', 'encouraging', 'thirteen', 'states', 'thirtyeight', 'including', 'colorado', 'initiatory', 'steps', 'state', 'territories', 'including', 'indian', 'territory', 'alaska', 'excluding', 'colorado', 'making', 'territory', 'extending', 'atlantic', 'pacific', 'south', 'extended', 'gulf', 'mexico', 'west', 'mississippi', 'pacific', 'hundred', 'years', 'ago', 'cotton', 'gin', 'steamship'] Speech # 156 [(3, 0.99958939264322955)] ['senate', 'house', 'representatives', 'submitting', 'eighth', 'annual', 'message', 'congress', 'proper', 'refer', 'degree', 'recapitulate', 'events', 'official', 'acts', 'past', 'years', 'fortune', 'misfortune', 'called', 'office', 'chief', 'executive', 'previous', 'political', 'training', 'age', '17', 'witnessed', 'excitement', 'attending', 'presidential', 'campaign', 'antecedent', 'candidacy', 'eligible', 'voter', 'circumstances', 'reasonable', 'suppose', 'errors', 'judgment', 'occurred', 'differences', 'opinion', 'executive', 'bound', 'oath', 'strict', 'performance', 'duties', 'writers', 'debaters', 'arisen', 'necessarily', 'evidence', 'blunder', 'part', 'executive', 'differences', 'views', 'mistakes', 'made', 'admit', 'oftener', 'selections', 'made', 'assistants', 'appointed', 'aid', 'carrying', 'duties', 'administering', 'governmentin', 'case', 'selected', 'personal', 'acquaintance', 'appointee', 'recommendations', 'representatives', 'chosen', 'directly', 'people', 'impossible', 'trusts', 'allotted', 'parties', 'chosen', 'instance', 'history', 'shows', 'administration', 'time', 'washington', 'present', 'free', 'mistakes', 'leave', 'comparisons'] Speech # 157 [(3, 0.91128321830510439), (6, 0.069390106436194893), (19, 0.018477254409172715)] ['fellowcitizens', 'assembled', 'repeat', 'public', 'ceremonial', 'begun', 'washington', 'observed', 'predecessors', 'time', 'honored', 'custom', 'marks', 'commencement', 'term', 'presidential', 'office', 'called', 'duties', 'great', 'trust', 'proceed', 'compliance', 'usage', 'announce', 'leading', 'principles', 'subjects', 'chiefly', 'engage', 'public', 'attention', 'desire', 'guided', 'discharge', 'duties', 'undertake', 'lay', 'irrevocably', 'principles', 'measures', 'administration', 'speak', 'motives', 'animate', 'suggest', 'important', 'ends', 'attained', 'accordance', 'institutions', 'essential', 'welfare', 'country', 'outset', 'discussions', 'preceded', 'recent', 'presidential', 'election', 'fitting', 'fully', 'make', 'sentiments', 'regard', 'important', 'questions', 'appeared', 'demand', 'consideration', 'country', 'part', 'adopting', 'language', 'predecessors', 'motive', 'misrepresentation', 'passed', 'repeat', 'election', 'trusting', 'countrymen', 'candidly', 'weigh', 'understand', 'feel', 'assured', 'sentiments', 'declared', 'accepting', 'nomination', 'presidency', 'standard', 'conduct', 'path', 'charged', 'grave', 'difficult', 'task', 'carrying'] Speech # 158 [(3, 0.99958369470940978)] ['devout', 'gratitude', 'bountiful', 'giver', 'good', 'congratulate', 'beginning', 'regular', 'session', 'find', 'country', 'blessed', 'health', 'peace', 'abundant', 'harvests', 'encouraging', 'prospects', 'early', 'return', 'general', 'prosperity', 'complete', 'make', 'permanent', 'pacification', 'country', 'continues', 'fully', 'accomplished', 'remain', 'important', 'national', 'interests', 'earnest', 'purpose', 'good', 'citizens', 'generally', 'unite', 'efforts', 'endeavor', 'evident', 'found', 'decided', 'expression', 'resolutions', 'announced', '1876', 'national', 'conventions', 'leading', 'political', 'parties', 'country', 'widespread', 'apprehension', 'momentous', 'results', 'progress', 'nation', 'marked', 'recent', 'amendments', 'constitution', 'imminent', 'jeopardy', 'good', 'understanding', 'prompted', 'adoption', 'interest', 'loyal', 'devotion', 'general', 'welfare', 'prove', 'barren', 'truce', 'sections', 'country', 'engaged', 'civil', 'strife', 'widely', 'severed', 'disunited', 'arrayed', 'arms', 'pursued', 'judgment', 'wisest', 'presence', 'emergency', 'plainly', 'inaugural', 'address', 'pointed', 'time', 'people'] Speech # 159 [(3, 0.9996065573768298)] ['fellowcitizens', 'senate', 'house', 'representatives', 'heartfelt', 'gratitude', 'due', 'divine', 'holds', 'hands', 'destinies', 'nations', 'continued', 'bestowal', 'year', 'countless', 'blessings', 'country', 'peace', 'nations', 'public', 'credit', 'greatly', 'improved', 'stronger', 'abundant', 'harvests', 'rewarded', 'labors', 'till', 'soil', 'manufacturing', 'industries', 'reviving', 'believed', 'general', 'prosperity', 'long', 'anxiously', 'looked', 'reach', 'enjoyment', 'health', 'people', 'generally', 'interrupted', 'past', 'season', 'prevalence', 'fatal', 'pestilence', 'yellow', 'fever', 'portions', 'southern', 'states', 'creating', 'emergency', 'called', 'prompt', 'extraordinary', 'measures', 'relief', 'disease', 'appeared', 'epidemic', 'orleans', 'places', 'lower', 'mississippi', 'midsummer', 'rapidly', 'spread', 'fugitives', 'infected', 'cities', 'towns', 'disappear', 'early', 'november', 'states', 'louisiana', 'mississippi', 'tennessee', 'suffered', 'severely', '100000', 'cases', 'believed', 'occurred', '20000', 'intelligent', 'estimates', 'proved', 'fatal', 'impossible', 'estimate', 'approach', 'accuracy', 'loss'] Speech # 160 [(3, 0.99660130061209518)] ['fellowcitizens', 'senate', 'house', 'representatives', 'members', 'fortysixth', 'congress', 'assembled', 'regular', 'session', 'circumstances', 'calling', 'mutual', 'congratulation', 'grateful', 'acknowledgment', 'giver', 'good', 'large', 'unusual', 'measure', 'national', 'prosperity', 'enjoy', 'interesting', 'events', 'occurred', 'public', 'affairs', 'annual', 'message', 'congress', 'connected', 'financial', 'operations', 'government', 'directly', 'affecting', 'business', 'interests', 'country', 'congratulate', 'congress', 'successful', 'execution', 'resumption', 'act', 'time', 'fixed', 'manner', 'contemplated', 'law', 'united', 'states', 'notes', 'began', 'redeemed', 'coin', '1st', 'january', 'promptly', 'redeemed', 'presentation', 'business', 'transactions', 'public', 'private', 'parts', 'country', 'received', 'paid', 'equivalent', 'coin', 'demand', 'treasury', 'gold', 'silver', 'exchange', 'united', 'states', 'notes', 'comparatively', 'small', 'voluntary', 'deposit', 'coin', 'bullion', 'exchange', 'notes', 'large', 'excess', 'precious', 'metals', 'deposited', 'exchanged', 'united', 'states', 'notes', 'amount', 'united'] Speech # 161 [(3, 0.97791779209583651), (6, 0.02168393950584465)] ['congratulate', 'continued', 'increasing', 'prosperity', 'country', 'favor', 'divine', 'providence', 'blessed', 'past', 'year', 'health', 'abundant', 'harvests', 'profitable', 'employment', 'people', 'contentment', 'home', 'peace', 'friendship', 'nations', 'occurrence', 'twentyfourth', 'election', 'chief', 'magistrate', 'afforded', 'opportunity', 'people', 'united', 'states', 'exhibit', 'world', 'significant', 'peaceful', 'safe', 'transmission', 'power', 'authority', 'government', 'public', 'servants', 'terms', 'office', 'expire', 'newly', 'chosen', 'successors', 'fail', 'impress', 'profoundly', 'thoughtful', 'people', 'countries', 'advantages', 'republican', 'institutions', 'afford', 'general', 'cheerful', 'acquiescence', 'good', 'citizens', 'result', 'election', 'gratifying', 'assurance', 'country', 'friends', 'world', 'government', 'based', 'free', 'consent', 'intelligent', 'patriotic', 'people', 'possesses', 'elements', 'strength', 'stability', 'permanency', 'found', 'form', 'government', 'continued', 'opposition', 'full', 'free', 'enjoyment', 'rights', 'citizenship', 'conferred', 'colored', 'people', 'recent', 'amendments', 'constitution', 'prevails'] Speech # 162 [(3, 0.70172898306500431), (6, 0.15586199707251047), (12, 0.14170782464326581)] ['fellowcitizens', 'stand', 'today', 'eminence', 'overlooks', 'hundred', 'years', 'national', 'lifea', 'century', 'crowded', 'perils', 'crowned', 'triumphs', 'liberty', 'law', 'continuing', 'onward', 'march', 'pause', 'height', 'moment', 'strengthen', 'faith', 'renew', 'hope', 'glance', 'pathway', 'people', 'traveled', 'days', 'hundred', 'years', 'adoption', 'written', 'constitution', 'united', 'statesthe', 'articles', 'confederation', 'perpetual', 'union', 'republic', 'beset', 'danger', 'hand', 'conquered', 'place', 'family', 'nations', 'decisive', 'battle', 'war', 'independence', 'centennial', 'anniversary', 'gratefully', 'celebrated', 'yorktown', 'fought', 'colonists', 'struggling', 'armies', 'great', 'nation', 'settled', 'opinions', 'mankind', 'world', 'supreme', 'authority', 'government', 'safely', 'intrusted', 'guardianship', 'people', 'overestimate', 'fervent', 'love', 'liberty', 'intelligent', 'courage', 'sum', 'common', 'sense', 'fathers', 'made', 'great', 'experiment', 'selfgovernment', 'found', 'short', 'trial', 'confederacy', 'states', 'weak', 'meet', 'necessities', 'vigorous', 'expanding'] Speech # 163 [(3, 0.85804847094937409), (6, 0.14157540476603983)] ['senate', 'house', 'representatives', 'united', 'states', 'appalling', 'calamity', 'befallen', 'american', 'people', 'chosen', 'representatives', 'met', 'halls', 'assembled', 'recall', 'unalloyed', 'content', 'rare', 'prosperity', 'year', 'nation', 'blessed', 'harvests', 'plenteous', 'varied', 'industries', 'thriven', 'health', 'people', 'preserved', 'maintained', 'foreign', 'governments', 'undisturbed', 'relations', 'amity', 'peace', 'manifestations', 'favor', 'owe', 'holds', 'destiny', 'hands', 'tribute', 'grateful', 'devotion', 'mysterious', 'exercise', 'loved', 'illustrious', 'citizen', 'head', 'nation', 'bow', 'sorrow', 'submission', 'memory', 'exalted', 'character', 'noble', 'achievements', 'patriotic', 'life', 'treasured', 'forever', 'sacred', 'possession', 'people', 'announcement', 'death', 'drew', 'foreign', 'governments', 'peoples', 'tributes', 'sympathy', 'sorrow', 'history', 'record', 'signal', 'tokens', 'kinship', 'nations', 'federation', 'mankind', 'feeling', 'good', 'government', 'great', 'britain', 'marked', 'present', 'recognition', 'pleasing', 'fact', 'directed', 'occasion', 'late', 'centennial'] Speech # 164 [(3, 0.99386642408032677)] ['senate', 'house', 'representatives', 'united', 'states', 'provided', 'constitution', 'president', 'time', 'time', 'give', 'congress', 'information', 'state', 'union', 'recommend', 'consideration', 'measures', 'judge', 'expedient', 'reviewing', 'events', 'year', 'elapsed', 'commencement', 'sessions', 'call', 'attention', 'gratifying', 'condition', 'foreign', 'affairs', 'intercourse', 'powers', 'continued', 'friendly', 'character', 'slight', 'differences', 'arisen', 'year', 'settled', 'reach', 'early', 'adjustment', 'arrest', 'citizens', 'united', 'states', 'ireland', 'recent', 'laws', 'owe', 'origin', 'disturbed', 'condition', 'country', 'led', 'extended', 'correspondence', 'government', 'great', 'britain', 'disposition', 'respect', 'rights', 'practically', 'manifested', 'release', 'arrested', 'parties', 'claim', 'nation', 'regard', 'supervision', 'control', 'interoceanic', 'canal', 'american', 'isthmus', 'continued', 'subject', 'conference', 'time', 'powerful', 'discussion', 'removing', 'divergence', 'nations', 'friendship', 'closely', 'cemented', 'intimacy', 'relations', 'community', 'interests', 'longestablished', 'friendliness', 'russia', 'remained'] Speech # 165 [(0, 0.013567075581161178), (3, 0.88091142783792709), (7, 0.1042198489532993)] ['congress', 'united', 'states', 'threshold', 'deliberations', 'congratulate', 'favorable', 'aspect', 'domestic', 'foreign', 'affairs', 'government', 'relations', 'countries', 'continue', 'friendly', 'footing', 'argentine', 'republic', 'austria', 'belgium', 'brazil', 'denmark', 'hayti', 'italy', 'santo', 'domingo', 'sweden', 'norway', 'incident', 'occurred', 'cars', 'special', 'comment', 'recent', 'opening', 'lines', 'telegraphic', 'communication', 'central', 'america', 'brazil', 'permitted', 'interchange', 'messages', 'friendship', 'governments', 'countries', 'year', 'perfected', 'proclaimed', 'consular', 'commercial', 'treaties', 'servia', 'consular', 'treaty', 'roumania', 'extending', 'intercourse', 'danubian', 'countries', 'eastern', 'relations', 'put', 'wider', 'basis', 'treaties', 'korea', 'madagascar', 'boundarysurvey', 'treaty', 'mexico', 'trademarks', 'convention', 'supplementary', 'treaty', 'extradition', 'spain', 'conventions', 'extending', 'duration', 'francoamerican', 'claims', 'commission', 'proclaimed', 'notice', 'termination', 'fisheries', 'articles', 'treaty', 'washington', 'duly', 'british', 'government', 'reciprocal', 'privileges', 'exemptions', 'treaty', 'cease'] Speech # 166 [(3, 0.9896324161499257)] ['congress', 'united', 'states', 'close', 'session', 'american', 'people', 'exercise', 'highest', 'suffrage', 'chosen', 'chief', 'magistrate', 'years', 'ensuing', 'remembered', 'period', 'countrys', 'history', 'long', 'political', 'contest', 'customarily', 'precedes', 'day', 'national', 'election', 'waged', 'greater', 'fervor', 'intensity', 'subject', 'general', 'congratulation', 'controversy', 'polls', 'slight', 'preponderance', 'issue', 'determined', 'unascertained', 'public', 'peace', 'suffered', 'disturbance', 'people', 'patiently', 'quietly', 'awaited', 'result', 'strikingly', 'illustrate', 'temper', 'american', 'citizen', 'love', 'order', 'loyalty', 'law', 'signally', 'demonstrate', 'strength', 'wisdom', 'political', 'institutions', 'years', 'passed', 'controversy', 'result', 'national', 'election', 'sharply', 'called', 'attention', 'congress', 'necessity', 'providing', 'precise', 'definite', 'regulations', 'counting', 'electoral', 'vote', 'gravest', 'importance', 'question', 'solved', 'conflicting', 'claims', 'presidency', 'distract', 'country', 'persuaded', 'people', 'large', 'measures', 'relief', 'proposed', 'preferred', 'continued'] Speech # 167 [(3, 0.82130742393964562), (6, 0.13589328120689129), (12, 0.041575372739269131)] ['fellowcitizens', 'presence', 'vast', 'assemblage', 'countrymen', 'supplement', 'seal', 'oath', 'manifestation', 'great', 'free', 'people', 'exercise', 'power', 'selfgovernment', 'committed', 'fellowcitizens', 'supreme', 'sacred', 'trust', 'consecrates', 'service', 'impressive', 'ceremony', 'adds', 'solemn', 'sense', 'responsibility', 'contemplate', 'duty', 'owe', 'people', 'land', 'relieve', 'anxiety', 'act', 'mine', 'interests', 'suffer', 'needed', 'strengthen', 'resolution', 'engage', 'faculty', 'effort', 'promotion', 'welfare', 'amid', 'din', 'party', 'strife', 'peoples', 'choice', 'made', 'attendant', 'circumstances', 'demonstrated', 'anew', 'strength', 'safety', 'government', 'people', 'succeeding', 'year', 'appears', 'democratic', 'principle', 'apology', 'fearless', 'faithful', 'application', 'found', 'surest', 'guaranty', 'good', 'government', 'results', 'operation', 'government', 'citizen', 'share', 'largely', 'depend', 'proper', 'limitation', 'purely', 'partisan', 'zeal', 'effort', 'correct', 'appreciation', 'time', 'heat', 'partisan', 'merged', 'patriotism', 'citizen', 'today', 'executive', 'branch'] Speech # 168 [(3, 0.95697631567057639), (14, 0.042641306939518418)] ['congress', 'united', 'states', 'assembling', 'clouded', 'sense', 'public', 'bereavement', 'caused', 'recent', 'sudden', 'death', 'thomas', 'hendricks', 'vicepresident', 'united', 'states', 'distinguished', 'public', 'services', 'complete', 'integrity', 'devotion', 'duty', 'personal', 'virtues', 'find', 'honorable', 'record', 'countrys', 'history', 'ample', 'repeated', 'proofs', 'esteem', 'confidence', 'held', 'fellowcountrymen', 'manifested', 'election', 'offices', 'important', 'trust', 'highest', 'dignity', 'length', 'full', 'years', 'honors', 'laid', 'rest', 'amid', 'universal', 'sorrow', 'benediction', 'constitution', 'requires', 'chosen', 'legislate', 'people', 'annually', 'meet', 'discharge', 'solemn', 'trust', 'requires', 'president', 'give', 'congress', 'information', 'state', 'union', 'recommend', 'consideration', 'measures', 'deem', 'expedient', 'threshold', 'compliance', 'constitutional', 'directions', 'bear', 'mind', 'usefulness', 'peoples', 'interests', 'promoted', 'constant', 'appreciation', 'scope', 'character', 'respective', 'duties', 'relate', 'federal', 'legislation', 'executive', 'recommend', 'measures', 'deem'] Speech # 169 [(3, 0.95674801345391947), (22, 0.041260865941727003)] ['congress', 'united', 'states', 'discharge', 'constitutional', 'duty', 'wellestablished', 'precedent', 'executive', 'office', 'herewith', 'transmit', 'congress', 'reassembling', 'information', 'state', 'union', 'recommendations', 'legislative', 'consideration', 'expedient', 'government', 'consistently', 'maintained', 'relations', 'friendship', 'powers', 'neighborly', 'interest', 'possessions', 'contiguous', 'questions', 'arisen', 'past', 'year', 'governments', 'reach', 'settlement', 'friendly', 'counsel', 'provision', 'settlement', 'claims', 'citizens', 'united', 'states', 'chile', 'injustice', 'late', 'war', 'peru', 'bolivia', 'mixed', 'commissions', 'organized', 'claims', 'conventions', 'concluded', 'chilean', 'government', 'european', 'states', 'developed', 'amount', 'friction', 'trust', 'avoided', 'convention', 'representative', 'santiago', 'authorized', 'negotiate', 'cruel', 'treatment', 'inoffensive', 'chinese', 'regret', 'repeated', 'western', 'states', 'territories', 'acts', 'violence', 'people', 'power', 'local', 'constituted', 'authorities', 'prevent', 'difficult', 'punish', 'reported', 'distant', 'alaska', 'violence', 'traced', 'race', 'prejudice', 'competition', 'labor'] Speech # 170 [(3, 0.82580565708710196), (12, 0.12164782472613937), (14, 0.048850905362965422)] ['congress', 'united', 'states', 'confronted', 'threshold', 'legislative', 'duties', 'condition', 'national', 'finances', 'imperatively', 'demands', 'careful', 'consideration', 'amount', 'money', 'annually', 'exacted', 'operation', 'present', 'laws', 'industries', 'necessities', 'people', 'largely', 'exceeds', 'sum', 'meet', 'expenses', 'government', 'theory', 'institutions', 'guarantees', 'citizen', 'full', 'enjoyment', 'fruits', 'industry', 'enterprise', 'deduction', 'share', 'careful', 'economical', 'maintenance', 'government', 'protects', 'plain', 'exaction', 'indefensible', 'extortion', 'culpable', 'betrayal', 'american', 'fairness', 'justice', 'wrong', 'inflicted', 'bear', 'burden', 'national', 'taxation', 'wrongs', 'multiplies', 'brood', 'evil', 'consequences', 'public', 'treasury', 'exist', 'conduit', 'conveying', 'peoples', 'tribute', 'legitimate', 'objects', 'expenditure', 'hoarding', 'place', 'money', 'needlessly', 'withdrawn', 'trade', 'peoples', 'crippling', 'national', 'energies', 'suspending', 'countrys', 'development', 'preventing', 'investment', 'productive', 'enterprise', 'threatening', 'financial', 'disturbance', 'inviting', 'schemes', 'public', 'plunder'] Speech # 171 [(3, 0.92153076233106457), (12, 0.075239078111001972)] ['congress', 'united', 'states', 'assemble', 'discharge', 'duties', 'assumed', 'representatives', 'free', 'generous', 'people', 'meeting', 'marked', 'interesting', 'impressive', 'incident', 'expiration', 'present', 'session', 'congress', 'century', 'constitutional', 'existence', 'nation', 'completed', 'survival', 'hundred', 'years', 'sufficient', 'assure', 'longer', 'dangers', 'fear', 'maintenance', 'promised', 'blessings', 'government', 'rounded', 'freedom', 'people', 'time', 'admonishes', 'soberly', 'inquire', 'past', 'closely', 'safety', 'plain', 'clear', 'leads', 'happiness', 'perpetuity', 'experiment', 'government', 'undertaken', 'chart', 'adopted', 'guidance', 'constitution', 'departure', 'lines', 'laid', 'failure', 'strict', 'adherence', 'direction', 'restraint', 'limitations', 'fix', 'furnish', 'proof', 'world', 'fitness', 'american', 'people', 'selfgovernment', 'equal', 'exact', 'justice', 'boast', 'underlying', 'principle', 'institutions', 'confined', 'relations', 'citizens', 'government', 'bond', 'american', 'people', 'exercise', 'functions', 'powers', 'deal', 'body', 'citizens', 'manner', 'scrupulously', 'honest', 'fair'] Speech # 172 [(3, 0.81053776880974149), (6, 0.066180552365287595), (12, 0.12279895803499906)] ['fellowcitizens', 'constitutional', 'legal', 'requirement', 'president', 'oath', 'office', 'presence', 'people', 'manifest', 'appropriateness', 'public', 'induction', 'office', 'chief', 'executive', 'officer', 'nation', 'beginning', 'government', 'people', 'service', 'official', 'oath', 'consecrates', 'officer', 'called', 'witness', 'solemn', 'ceremonial', 'oath', 'presence', 'people', 'mutual', 'covenant', 'officer', 'covenants', 'serve', 'body', 'people', 'faithful', 'execution', 'laws', 'unfailing', 'defense', 'security', 'respect', 'observe', 'wealth', 'station', 'power', 'combinations', 'evade', 'penalties', 'wrest', 'beneficent', 'public', 'purpose', 'serve', 'ends', 'cruelty', 'selfishness', 'promise', 'spoken', 'unspoken', 'real', 'solemn', 'people', 'state', 'representatives', 'surely', 'misinterpret', 'spirit', 'occasion', 'assume', 'body', 'people', 'covenant', 'today', 'support', 'defend', 'constitution', 'union', 'states', 'yield', 'obedience', 'laws', 'citizen', 'equal', 'civil', 'political', 'rights', 'entering', 'solemnly', 'covenant', 'reverently', 'invoke', 'confidently', 'expect', 'favor'] Speech # 173 [(3, 0.97612702078236468), (10, 0.023368540505939023)] ['senate', 'house', 'representatives', 'transactions', 'administration', 'government', 'temporarily', 'held', 'confidence', 'charged', 'conduct', 'public', 'business', 'step', 'observation', 'intelligent', 'watchful', 'people', 'state', 'union', 'day', 'day', 'suggestions', 'needed', 'legislation', 'find', 'earlier', 'voice', 'speaks', 'annual', 'communications', 'president', 'congress', 'good', 'cordiality', 'characterized', 'relations', 'correspondence', 'governments', 'year', 'closed', 'leaves', 'international', 'questions', 'importance', 'remaining', 'unadjusted', 'obstacle', 'believed', 'exist', 'long', 'postpone', 'consideration', 'adjustment', 'pending', 'questions', 'satisfactory', 'honorable', 'terms', 'dealings', 'government', 'states', 'marked', 'frankness', 'sincerity', 'purposes', 'avowed', 'methods', 'free', 'intrigue', 'borne', 'rich', 'fruit', 'past', 'duty', 'nation', 'preserve', 'heritage', 'good', 'repute', 'century', 'dealing', 'foreign', 'governments', 'secured', 'matter', 'high', 'significance', 'congratulation', 'year', 'century', 'constitutional', 'existence', 'finds', 'honored', 'guests', 'borders', 'representatives', 'independent', 'states'] Speech # 174 [(3, 0.99731117986605256)] ['senate', 'house', 'representatives', 'reports', 'executive', 'departments', 'laid', 'congress', 'usual', 'exhibit', 'detail', 'operations', 'government', 'fiscal', 'year', 'important', 'incidents', 'results', 'chiefly', 'foundation', 'recommendations', 'submit', 'referred', 'annual', 'message', 'vast', 'increasing', 'business', 'government', 'transacted', 'departments', 'year', 'faithfulness', 'energy', 'success', 'revenues', 'amounting', '450000000', 'collected', 'disbursed', 'revealing', 'ascertain', 'single', 'case', 'defalcation', 'embezzlement', 'earnest', 'effort', 'made', 'stimulate', 'sense', 'responsibility', 'public', 'duty', 'officers', 'employees', 'grade', 'work', 'wholly', 'escaped', 'unfavorable', 'criticism', 'speak', 'matters', 'freedom', 'credit', 'good', 'work', 'mine', 'shared', 'heads', 'departments', 'great', 'body', 'faithful', 'officers', 'employees', 'serve', 'closest', 'scrutiny', 'congress', 'invited', 'methods', 'administration', 'item', 'expenditure', 'friendly', 'relations', 'country', 'nations', 'europe', 'east', 'undisturbed', 'ties', 'good', 'common', 'interest', 'bind', 'states', 'western'] Speech # 175 [(3, 0.97452968299941312), (14, 0.022724647880208195)] ['senate', 'house', 'representatives', 'reports', 'heads', 'executive', 'departments', 'required', 'law', 'submitted', 'herewith', 'transmitted', 'reports', 'secretary', 'treasury', 'attorneygeneral', 'made', 'directly', 'congress', 'furnish', 'comprehensive', 'view', 'administrative', 'work', 'fiscal', 'year', 'relating', 'internal', 'affair', 'great', 'advantage', 'reports', 'alternative', 'perusal', 'member', 'congress', 'interest', 'public', 'affairs', 'perusal', 'fail', 'excite', 'higher', 'appreciation', 'vast', 'labor', 'conscientious', 'effort', 'conduct', 'civil', 'administration', 'reports', 'show', 'question', 'approached', 'considered', 'decided', 'standpoint', 'public', 'duty', 'considerations', 'affecting', 'public', 'interests', 'invite', 'branch', 'service', 'attention', 'scrutiny', 'congress', 'work', 'state', 'department', 'year', 'characterized', 'unusual', 'number', 'important', 'negotiations', 'diplomatic', 'results', 'notable', 'highly', 'beneficial', 'character', 'reciprocal', 'trade', 'arrangements', 'concluded', 'exercise', 'powers', 'conferred', 'section', '3', 'tariff', 'law', 'republic', 'brazil', 'spain', 'west'] Speech # 176 [(3, 0.58100876296714687), (14, 0.01726174054736232), (23, 0.3868266392808688), (24, 0.010407929974483832)] ['senate', 'house', 'representatives', 'submitting', 'annual', 'message', 'congress', 'great', 'satisfaction', 'general', 'conditions', 'affecting', 'commercial', 'industrial', 'interests', 'united', 'states', 'highest', 'degree', 'favorable', 'comparison', 'existing', 'conditions', 'favored', 'period', 'history', 'country', 'show', 'high', 'degree', 'prosperity', 'general', 'diffusion', 'comforts', 'life', 'enjoyed', 'people', 'total', 'wealth', 'country', '1860', '16159616068', '1890', 'amounted', '62610000000', 'increase', '287', 'cent', 'total', 'mileage', 'railways', 'united', 'states', '1860', '30626', '1890', '167741', 'increase', '448', 'cent', 'estimated', '4000', 'miles', 'track', 'added', 'close', 'year', '1892', 'official', 'returns', 'eleventh', 'census', 'tenth', 'census', 'seventyfive', 'leading', 'cities', 'furnish', 'basis', 'comparisons', '1880', 'capital', 'invested', 'manufacturing', '1232839670', '1890', 'capital', 'invested', 'manufacturing', '2900735884', '1880', 'number', 'employees', '1301388', '1890', 'number', 'employees', '2251134', '1880', 'wages'] Speech # 177 [(3, 0.79900807079309444), (6, 0.11888757516422171), (12, 0.064574306965879083), (16, 0.01657766612430352)] ['fellowcitizens', 'obedience', 'mandate', 'countrymen', 'dedicate', 'service', 'sanction', 'solemn', 'oath', 'deeply', 'moved', 'expression', 'confidence', 'personal', 'attachment', 'called', 'service', 'gratitude', 'make', 'return', 'pledge', 'give', 'god', 'witnesses', 'unreserved', 'complete', 'devotion', 'interests', 'welfare', 'honored', 'deem', 'fitting', 'occasion', 'indicating', 'opinion', 'hold', 'public', 'questions', 'present', 'importance', 'briefly', 'refer', 'existence', 'conditions', 'tendencies', 'people', 'menace', 'integrity', 'usefulness', 'government', 'american', 'citizen', 'contemplate', 'utmost', 'pride', 'enthusiasm', 'growth', 'expansion', 'country', 'sufficiency', 'institutions', 'stand', 'rudest', 'shocks', 'violence', 'wonderful', 'thrift', 'enterprise', 'people', 'demonstrated', 'superiority', 'free', 'government', 'behooves', 'constantly', 'watch', 'symptom', 'insidious', 'infirmity', 'threatens', 'national', 'vigor', 'strong', 'man', 'confidence', 'sturdy', 'health', 'courts', 'sternest', 'activities', 'life', 'rejoices', 'hardihood', 'constant', 'labor', 'lurking', 'vitals', 'unheeded', 'disease', 'dooms'] Speech # 178 [(3, 0.78470836816132539), (12, 0.078527052612197251), (15, 0.13577022894388097)] ['congress', 'united', 'states', 'existence', 'alarming', 'extraordinary', 'business', 'situation', 'involving', 'welfare', 'prosperity', 'people', 'constrained', 'call', 'extra', 'session', 'peoples', 'representatives', 'congress', 'end', 'wise', 'patriotic', 'exercise', 'legislative', 'duty', 'solely', 'charged', 'present', 'evils', 'mitigated', 'dangers', 'threatening', 'future', 'averted', 'unfortunate', 'financial', 'plight', 'result', 'untoward', 'events', 'conditions', 'related', 'natural', 'resources', 'traceable', 'afflictions', 'frequently', 'check', 'national', 'growth', 'prosperity', 'plenteous', 'crops', 'abundant', 'promise', 'remunerative', 'production', 'manufacture', 'unusual', 'invitation', 'safe', 'investment', 'satisfactory', 'assurance', 'business', 'enterprise', 'suddenly', 'financial', 'distrust', 'fear', 'sprung', 'side', 'numerous', 'moneyed', 'institutions', 'suspended', 'abundant', 'assets', 'immediately', 'meet', 'demands', 'frightened', 'depositors', 'surviving', 'corporations', 'individuals', 'content', 'hand', 'money', 'anxious', 'loan', 'engaged', 'legitimate', 'business', 'surprised', 'find', 'securities', 'offer', 'loans', 'heretofore'] Speech # 179 [(3, 0.87819597184463161), (23, 0.11972007420348667)] ['congress', 'united', 'states', 'constitutional', 'duty', 'requires', 'president', 'time', 'time', 'give', 'congress', 'information', 'state', 'union', 'recommend', 'consideration', 'measures', 'judge', 'expedient', 'fittingly', 'entered', 'commending', 'congress', 'careful', 'examination', 'detailed', 'statements', 'wellsupported', 'recommendations', 'contained', 'reports', 'heads', 'departments', 'chiefly', 'charged', 'executive', 'work', 'government', 'effort', 'abridge', 'communication', 'consistent', 'purpose', 'supplement', 'reference', 'contents', 'departmental', 'reports', 'mention', 'executive', 'business', 'incidents', 'embraced', 'recommendations', 'time', 'foreign', 'relations', 'times', 'past', 'year', 'free', 'perplexity', 'embarrassing', 'situation', 'remains', 'yield', 'spirit', 'fairness', 'love', 'justice', 'joined', 'consistent', 'firmness', 'characterize', 'american', 'foreign', 'policy', 'predecessor', 'accepted', 'office', 'arbitrator', 'longstanding', 'missions', 'boundary', 'dispute', 'tendered', 'president', 'argentine', 'republic', 'brazil', 'agreeable', 'duty', 'receive', 'special', 'envoys', 'commissioned', 'states', 'lay', 'evidence', 'arguments'] Speech # 180 [(3, 0.8526672414533466), (9, 0.13377155192463314)] ['congress', 'united', 'states', 'assemblage', 'nations', 'legislative', 'halls', 'charged', 'duty', 'making', 'laws', 'benefit', 'generous', 'free', 'people', 'impressively', 'suggests', 'exacting', 'obligation', 'inexorable', 'responsibility', 'involved', 'task', 'threshold', 'labor', 'undertaken', 'congress', 'united', 'states', 'discharge', 'executive', 'duty', 'enjoined', 'constitution', 'submit', 'communication', 'statement', 'condition', 'national', 'affairs', 'recommending', 'legislation', 'expedient', 'history', 'recent', 'dealings', 'nations', 'peaceful', 'relations', 'time', 'additionally', 'demonstrate', 'advantage', 'consistently', 'adhering', 'firm', 'foreign', 'policy', 'free', 'envious', 'ambitious', 'national', 'schemes', 'characterized', 'entire', 'honesty', 'sincerity', 'past', 'year', 'pursuant', 'law', 'congress', 'commissioners', 'appointed', 'antwerp', 'industrial', 'exposition', 'participation', 'american', 'exhibitors', 'fell', 'short', 'completely', 'illustrating', 'national', 'ingenuity', 'industrial', 'achievements', 'creditable', 'view', 'time', 'allowed', 'preparation', 'endeavored', 'impress', 'belgian', 'government', 'heedlessness', 'positive', 'harmfulness'] Speech # 181 [(3, 0.96834968497686391), (6, 0.015307596042976832), (14, 0.010207696944124302)] ['congress', 'united', 'states', 'present', 'assemblage', 'legislative', 'branch', 'government', 'occurs', 'time', 'interests', 'people', 'country', 'give', 'especial', 'prominence', 'condition', 'foreign', 'relations', 'exigencies', 'national', 'finances', 'reports', 'heads', 'administrative', 'departments', 'government', 'fully', 'plainly', 'exhibit', 'accomplished', 'scope', 'respective', 'duties', 'present', 'recommendations', 'betterment', 'countrys', 'condition', 'patriotic', 'intelligent', 'labor', 'observation', 'suggest', 'deem', 'executive', 'duty', 'adequately', 'performed', 'time', 'presenting', 'congress', 'important', 'phases', 'situation', 'related', 'intercourse', 'foreign', 'nations', 'statement', 'financial', 'problems', 'confront', 'omitting', 'related', 'topics', 'reference', 'departmental', 'operations', 'earnestly', 'invite', 'careful', 'consideration', 'severely', 'critical', 'scrutiny', 'congress', 'fellowcountrymen', 'reports', 'departmental', 'operations', 'justly', 'fairly', 'examined', 'furnish', 'proof', 'assiduous', 'painstaking', 'care', 'public', 'welfare', 'press', 'recommendations', 'respectful', 'attention', 'charged', 'duty', 'legislation', 'adoption', 'promote'] Speech # 182 [(3, 0.98293088269459994), (6, 0.015122937793776905)] ['congress', 'united', 'states', 'representatives', 'people', 'legislative', 'branch', 'government', 'assembled', 'time', 'strength', 'excellence', 'free', 'institutions', 'fitness', 'citizens', 'enjoy', 'popular', 'rule', 'made', 'manifest', 'political', 'contest', 'involving', 'momentous', 'consequences', 'fraught', 'feverish', 'apprehension', 'creating', 'aggressiveness', 'intense', 'approach', 'bitterness', 'passion', 'waged', 'land', 'determined', 'decree', 'free', 'independent', 'suffrage', 'disturbance', 'tranquillity', 'sign', 'weakness', 'national', 'structure', 'incidents', 'contemplate', 'peaceful', 'obedience', 'manly', 'submission', 'succeeded', 'heated', 'clash', 'political', 'opinions', 'discover', 'abundant', 'evidence', 'determination', 'part', 'countrymen', 'abide', 'verdict', 'popular', 'controlled', 'times', 'abiding', 'faith', 'agencies', 'established', 'direction', 'affairs', 'government', 'people', 'exhibit', 'patriotic', 'disposition', 'entitles', 'demand', 'undertake', 'make', 'execute', 'laws', 'faithful', 'unselfish', 'service', 'behalf', 'prompted', 'appreciation', 'trust', 'confidence', 'acceptance', 'public', 'duty', 'invites', 'obedience'] Speech # 183 [(3, 0.85217459285017239), (6, 0.010667315472913323), (12, 0.13661184710825214)] ['fellowcitizens', 'obedience', 'people', 'presence', 'authority', 'vested', 'oath', 'assume', 'arduous', 'responsible', 'duties', 'president', 'united', 'states', 'relying', 'support', 'countrymen', 'invoking', 'guidance', 'almighty', 'god', 'faith', 'teaches', 'safer', 'reliance', 'god', 'fathers', 'singularly', 'favored', 'american', 'people', 'national', 'trial', 'forsake', 'long', 'obey', 'commandments', 'walk', 'humbly', 'footsteps', 'responsibilities', 'high', 'trust', 'calledalways', 'grave', 'importanceare', 'augmented', 'prevailing', 'business', 'conditions', 'entailing', 'idleness', 'labor', 'loss', 'enterprises', 'country', 'suffering', 'industrial', 'disturbances', 'speedy', 'relief', 'financial', 'system', 'revision', 'money', 'good', 'threatened', 'put', 'enduring', 'basis', 'subject', 'easy', 'attack', 'stability', 'doubt', 'dispute', 'currency', 'continue', 'supervision', 'government', 'forms', 'paper', 'money', 'offer', 'judgment', 'constant', 'embarrassment', 'government', 'safe', 'balance', 'treasury', 'devise', 'system', 'diminishing', 'circulating', 'medium', 'offering', 'premium', 'contraction', 'present'] Speech # 184 [(3, 0.96143196967808364), (6, 0.014364389400607469), (12, 0.023835440084442577)] ['senate', 'house', 'representatives', 'pleasure', 'extend', 'greeting', 'fiftyfifth', 'congress', 'assembled', 'regular', 'session', 'seat', 'government', 'senators', 'representatives', 'legislative', 'service', 'meeting', 'occurs', 'felicitous', 'conditions', 'justifying', 'sincere', 'congratulation', 'calling', 'grateful', 'acknowledgment', 'beneficent', 'providence', 'signally', 'blessed', 'prospered', 'nation', 'peace', 'good', 'nations', 'earth', 'continue', 'unbroken', 'matter', 'genuine', 'satisfaction', 'growing', 'feeling', 'fraternal', 'regard', 'unification', 'sections', 'country', 'incompleteness', 'long', 'delayed', 'realization', 'highest', 'blessings', 'union', 'spirit', 'patriotism', 'universal', 'increasing', 'fervor', 'public', 'questions', 'engross', 'lifted', 'partisanship', 'prejudice', 'sectional', 'differences', 'affect', 'part', 'common', 'country', 'alike', 'permit', 'division', 'ancient', 'lines', 'questions', 'foreign', 'policy', 'revenue', 'soundness', 'currency', 'inviolability', 'national', 'obligations', 'improvement', 'public', 'service', 'appeal', 'individual', 'conscience', 'earnest', 'citizen', 'party', 'belongs', 'section', 'country', 'reside'] Speech # 185 [(3, 0.84406701706307896), (6, 0.035396410767979454), (14, 0.016173447699975755), (18, 0.10403653037871945)] ['senate', 'house', 'representatives', 'notwithstanding', 'added', 'burdens', 'rendered', 'war', 'people', 'rejoice', 'satisfactory', 'steadily', 'increasing', 'degree', 'prosperity', 'evidenced', 'largest', 'volume', 'business', 'recorded', 'manufacture', 'productive', 'agricultural', 'pursuits', 'yielded', 'abundant', 'returns', 'labor', 'fields', 'industry', 'rewarded', 'revenue', 'legislation', 'passed', 'present', 'congress', 'increased', 'treasurys', 'receipts', 'amount', 'estimated', 'authors', 'finances', 'government', 'successfully', 'administered', 'credit', 'advanced', 'rank', 'currency', 'maintained', 'worlds', 'highest', 'standard', 'military', 'service', 'common', 'flag', 'righteous', 'strengthened', 'national', 'spirit', 'served', 'cement', 'closely', 'fraternal', 'bonds', 'section', 'country', 'review', 'relation', 'united', 'states', 'powers', 'year', 'primary', 'importance', 'view', 'momentous', 'issues', 'arisen', 'demanding', 'instance', 'ultimate', 'determination', 'arms', 'involving', 'farreaching', 'consequences', 'require', 'earnest', 'attention', 'congress', 'annual', 'message', 'full', 'consideration', 'question', 'duty', 'government'] Speech # 186 [(3, 0.8119549516530854), (12, 0.046464342251130469), (14, 0.14122283704327923)] ['senate', 'house', 'representatives', 'threshold', 'deliberations', 'called', 'mourn', 'countrymen', 'death', 'vicepresident', 'hobart', 'passed', 'life', 'morning', 'november', '21', 'great', 'soul', 'rests', 'eternal', 'peace', 'private', 'life', 'pure', 'elevated', 'public', 'career', 'distinguished', 'large', 'capacity', 'stainless', 'integrity', 'exalted', 'motives', 'removed', 'high', 'office', 'honored', 'dignified', 'lofty', 'character', 'devotion', 'duty', 'honesty', 'purpose', 'noble', 'virtues', 'remain', 'priceless', 'legacy', 'fiftysixth', 'congress', 'convenes', 'regular', 'session', 'country', 'condition', 'unusual', 'prosperity', 'universal', 'good', 'people', 'home', 'relations', 'peace', 'friendship', 'government', 'world', 'foreign', 'commerce', 'shown', 'great', 'increase', 'volume', 'combined', 'imports', 'exports', 'year', 'largest', 'shown', 'single', 'year', 'history', 'exports', '1899', 'exceeded', 'billion', 'dollars', 'imports', 'exports', 'combined', '1870', 'imports', 'capita', '20', 'cent', '1870', 'exports', 'capita', '58'] Speech # 187 [(3, 0.72632375755409107), (5, 0.18108151018659938), (6, 0.042484829084315105), (14, 0.014428438068624955), (18, 0.033226662747729625)] ['senate', 'house', 'representatives', 'outgoing', 'incoming', 'century', 'begin', 'session', 'fiftysixth', 'congress', 'evidences', 'hand', 'individual', 'national', 'prosperity', 'proof', 'growing', 'strength', 'increasing', 'power', 'good', 'republican', 'institutions', 'countrymen', 'join', 'felicitation', 'american', 'liberty', 'firmly', 'established', 'love', 'determination', 'preserve', 'universal', 'period', 'history', 'republic', 'strong', 'strongly', 'entrenched', 'hearts', 'people', 'constitution', 'amendments', 'exists', 'left', 'hands', 'authors', 'additions', 'made', 'proclaim', 'larger', 'freedom', 'extended', 'citizenship', 'popular', 'government', 'demonstrated', 'hundred', 'twentyfour', 'years', 'trial', 'stability', 'security', 'efficiency', 'instrument', 'national', 'development', 'safeguard', 'human', 'rights', 'sixth', 'congress', 'assembled', 'november', '1800', 'population', 'united', 'states', '5308483it', '76304799', 'sixteen', 'states', 'fortyfive', 'territory', 'consisted', '909050', 'square', 'miles', '3846595', 'square', 'miles', 'education', 'religion', 'morality', 'pace', 'advancement', 'directions', 'extending', 'power'] Speech # 188 [(3, 0.7807612068113613), (6, 0.20987558809340098)] ['fellowcitizens', 'assembled', '4th', 'march', '1897', 'great', 'anxiety', 'regard', 'currency', 'credit', 'exists', 'treasury', 'receipts', 'inadequate', 'meet', 'current', 'obligations', 'government', 'sufficient', 'public', 'surplus', 'deficit', 'felt', 'constrained', 'convene', 'congress', 'extraordinary', 'session', 'devise', 'revenues', 'pay', 'ordinary', 'expenses', 'government', 'satisfaction', 'announce', 'congress', 'closed', 'reduced', 'taxation', 'sum', '41000000', 'deep', 'solicitude', 'long', 'depression', 'manufacturing', 'mining', 'agricultural', 'mercantile', 'industries', 'consequent', 'distress', 'laboring', 'population', 'avenue', 'production', 'crowded', 'activity', 'labor', 'employed', 'american', 'products', 'find', 'good', 'markets', 'home', 'abroad', 'diversified', 'productions', 'increasing', 'unprecedented', 'volume', 'admonish', 'necessity', 'enlarging', 'foreign', 'markets', 'broader', 'commercial', 'relations', 'purpose', 'reciprocal', 'trade', 'arrangements', 'nations', 'liberal', 'spirit', 'carefully', 'cultivated', 'promoted', 'national', 'verdict', '1896', 'part', 'executed', 'remains', 'unfulfilled', 'continuing', 'obligation'] Speech # 189 [(3, 0.44304798339637569), (12, 0.55654850783163234)] ['senate', 'house', 'representatives', 'congress', 'assembles', 'year', 'shadow', 'great', 'calamity', 'sixth', 'september', 'president', 'mckinley', 'shot', 'anarchist', 'attending', 'panamerican', 'exposition', 'buffalo', 'died', 'city', 'fourteenth', 'month', 'elected', 'presidents', 'murdered', 'bare', 'recital', 'fact', 'sufficient', 'justify', 'grave', 'alarm', 'loyal', 'american', 'citizens', 'circumstances', 'assassination', 'american', 'president', 'peculiarly', 'sinister', 'significance', 'president', 'lincoln', 'president', 'garfield', 'killed', 'assassins', 'types', 'uncommon', 'history', 'president', 'lincoln', 'falling', 'victim', 'terrible', 'passions', 'aroused', 'years', 'civil', 'war', 'president', 'garfield', 'revengeful', 'vanity', 'disappointed', 'officeseeker', 'president', 'mckinley', 'killed', 'utterly', 'depraved', 'criminal', 'belonging', 'body', 'criminals', 'object', 'governments', 'good', 'bad', 'alike', 'form', 'popular', 'liberty', 'guaranteed', 'liberal', 'laws', 'hostile', 'upright', 'exponent', 'free', 'peoples', 'sober', 'tyrannical', 'irresponsible', 'despot', 'time', 'president', 'mckinleys'] Speech # 190 [(3, 0.63166774544453985), (12, 0.36791312015905475)] ['senate', 'house', 'representatives', 'continue', 'period', 'unbounded', 'prosperity', 'prosperity', 'creature', 'law', 'undoubtedly', 'laws', 'work', 'instrumental', 'creating', 'conditions', 'made', 'unwise', 'legislation', 'easy', 'destroy', 'undoubtedly', 'periods', 'depression', 'wave', 'recede', 'tide', 'advance', 'nation', 'seated', 'continent', 'flanked', 'great', 'oceans', 'composed', 'men', 'descendants', 'pioneers', 'sense', 'pioneers', 'men', 'winnowed', 'nations', 'world', 'energy', 'boldness', 'love', 'adventure', 'found', 'eager', 'hearts', 'nation', 'surely', 'wrest', 'success', 'fortune', 'people', 'played', 'large', 'part', 'world', 'bent', 'making', 'future', 'larger', 'past', 'events', 'years', 'decided', 'woe', 'weal', 'place', 'great', 'nations', 'fall', 'greatly', 'succeed', 'greatly', 'avoid', 'endeavor', 'great', 'failure', 'great', 'success', 'play', 'small', 'part', 'follow', 'play', 'large', 'part', 'ignobly', 'shamefully', 'people', 'sons', 'men', 'civil', 'war', 'sons', 'men'] Speech # 191 [(3, 0.72130981803148708), (10, 0.037264802622171127), (12, 0.1222309887978371), (14, 0.11883679157017411)] ['senate', 'house', 'representatives', 'country', 'congratulated', 'amount', 'substantial', 'achievement', 'marked', 'past', 'year', 'foreign', 'domestic', 'policy', 'nation', 'man', 'important', 'things', 'household', 'country', 'congratulated', 'accomplished', 'direction', 'providing', 'exercise', 'supervision', 'great', 'corporations', 'combinations', 'corporations', 'engaged', 'interstate', 'commerce', 'congress', 'created', 'department', 'commerce', 'labor', 'including', 'bureau', 'corporations', 'time', 'authority', 'secure', 'proper', 'publicity', 'proceedings', 'great', 'corporations', 'public', 'provided', 'expediting', 'suits', 'enforcement', 'federal', 'antitrust', 'law', 'law', 'secured', 'equal', 'treatment', 'producers', 'transportation', 'goods', 'taking', 'long', 'stride', 'forward', 'making', 'effective', 'work', 'interstate', 'commerce', 'commission', 'establishment', 'department', 'commerce', 'labor', 'bureau', 'corporations', 'thereunder', 'marks', 'real', 'advance', 'direction', 'solution', 'questions', 'vitally', 'affecting', 'capitalists', 'wageworkers', 'act', 'creating', 'department', 'approved', 'february', '14', '1903', 'days', 'head'] Speech # 192 [(3, 0.43196795098749868), (12, 0.55856593489308382)] ['senate', 'house', 'representatives', 'nation', 'continues', 'enjoy', 'noteworthy', 'prosperity', 'prosperity', 'primarily', 'due', 'high', 'individual', 'average', 'citizenship', 'great', 'natural', 'resources', 'important', 'factor', 'working', 'longcontinued', 'governmental', 'policies', 'people', 'emphatically', 'expressed', 'approval', 'principles', 'underlying', 'policies', 'desire', 'principles', 'substantially', 'unchanged', 'applied', 'progressive', 'spirit', 'meet', 'changing', 'conditions', 'enlargement', 'scope', 'functions', 'national', 'government', 'required', 'development', 'nation', 'involves', 'increase', 'expense', 'period', 'prosperity', 'country', 'passing', 'justifies', 'expenditures', 'permanent', 'improvements', 'greater', 'wise', 'hard', 'times', 'battle', 'ships', 'forts', 'public', 'buildings', 'improved', 'waterways', 'investments', 'made', 'money', 'abundant', 'revenues', 'large', 'surplus', 'invite', 'extravagance', 'constant', 'care', 'guard', 'unnecessary', 'increase', 'ordinary', 'expenses', 'government', 'cost', 'government', 'business', 'regulated', 'rigid', 'scrutiny', 'cost', 'private', 'business', 'vast', 'complicated', 'mechanism'] Speech # 193 [(3, 0.27775712757765286), (6, 0.55059792316725409), (12, 0.035006825649376967), (16, 0.058729498369088952), (20, 0.075642336284549722)] ['fellowcitizens', 'people', 'earth', 'thankful', 'reverently', 'spirit', 'boastfulness', 'strength', 'gratitude', 'giver', 'good', 'blessed', 'conditions', 'enabled', 'achieve', 'large', 'measure', 'wellbeing', 'happiness', 'people', 'granted', 'lay', 'foundations', 'national', 'life', 'continent', 'heirs', 'ages', 'pay', 'penalties', 'countries', 'exacted', 'dead', 'hand', 'bygone', 'civilization', 'obliged', 'fight', 'existence', 'alien', 'race', 'life', 'called', 'vigor', 'effort', 'manlier', 'hardier', 'virtues', 'wither', 'conditions', 'fault', 'failed', 'success', 'past', 'success', 'confidently', 'future', 'bring', 'feeling', 'vainglory', 'deep', 'abiding', 'realization', 'life', 'offered', 'full', 'acknowledgment', 'responsibility', 'fixed', 'determination', 'show', 'free', 'government', 'mighty', 'people', 'thrive', 'alike', 'things', 'body', 'things', 'soul', 'rightfully', 'expected', 'duties', 'duties', 'shirk', 'great', 'nation', 'forced', 'fact', 'greatness', 'relations', 'nations', 'earth', 'behave', 'beseems', 'people', 'responsibilities', 'nations', 'large'] Speech # 194 [(3, 0.40953440187222584), (12, 0.52594515245009255), (14, 0.064126533412647499)] ['senate', 'house', 'representatives', 'people', 'country', 'continue', 'enjoy', 'great', 'prosperity', 'undoubtedly', 'ebb', 'flow', 'prosperity', 'ebb', 'flow', 'felt', 'members', 'community', 'deserving', 'undeserving', 'wrath', 'lord', 'wisdom', 'man', 'avail', 'time', 'flood', 'drought', 'human', 'ingenuity', 'partially', 'repair', 'disaster', 'general', 'failure', 'crops', 'hurt', 'folly', 'man', 'mars', 'general', 'wellbeing', 'innocent', 'folly', 'pay', 'part', 'penalty', 'incurred', 'guilty', 'folly', 'panic', 'brought', 'speculative', 'folly', 'part', 'business', 'community', 'hurt', 'business', 'community', 'stoppage', 'welfare', 'severe', 'lasting', 'long', 'run', 'vital', 'factor', 'permanent', 'prosperity', 'country', 'high', 'individual', 'character', 'average', 'american', 'worker', 'average', 'american', 'citizen', 'matter', 'work', 'mental', 'manual', 'farmer', 'wageworker', 'business', 'man', 'professional', 'man', 'industrial', 'social', 'system', 'interests', 'men', 'closely', 'intertwined', 'immense', 'majority', 'cases'] Speech # 195 [(3, 0.32072467774913976), (12, 0.67887842837678303)] ['senate', 'house', 'representatives', 'nation', 'continue', 'enjoy', 'literally', 'unprecedented', 'prosperity', 'probable', 'reckless', 'speculation', 'disregard', 'legitimate', 'business', 'methods', 'part', 'business', 'world', 'materially', 'mar', 'prosperity', 'congress', 'time', 'good', 'work', 'importance', 'present', 'congress', 'matters', 'left', 'unfinished', 'session', 'earnestly', 'hope', 'complete', 'adjournment', 'recommend', 'law', 'prohibiting', 'corporations', 'contributing', 'campaign', 'expenses', 'party', 'bill', 'past', 'house', 'congress', 'individuals', 'contribute', 'desire', 'prohibit', 'effective', 'fashion', 'corporations', 'making', 'contributions', 'political', 'purpose', 'directly', 'indirectly', 'bill', 'past', 'house', 'congress', 'urgently', 'enacted', 'law', 'conferring', 'government', 'appeal', 'criminal', 'cases', 'questions', 'law', 'exists', 'states', 'exists', 'district', 'columbia', 'act', 'congress', 'proposed', 'case', 'verdict', 'defendant', 'merits', 'set', 'recently', 'district', 'government', 'indicted', 'persons', 'conspiracy', 'connection', 'rebates', 'court', 'sustained', 'defendants'] Speech # 196 [(3, 0.43579861639700479), (10, 0.023064777026710424), (12, 0.48391797084630694), (14, 0.056842796803763605)] ['senate', 'house', 'representatives', 'nation', 'greater', 'resources', 'truthfully', 'citizens', 'nation', 'possess', 'greater', 'energy', 'industrial', 'ability', 'nation', 'fundamental', 'business', 'conditions', 'sounder', 'moment', 'foolish', 'case', 'people', 'hoard', 'money', 'keeping', 'sound', 'banks', 'hoarding', 'occasion', 'money', 'stringency', 'rule', 'business', 'people', 'conducted', 'honesty', 'probity', 'applies', 'alike', 'farms', 'factories', 'railroads', 'banks', 'legitimate', 'commercial', 'enterprises', 'large', 'body', 'men', 'dishonest', 'conditions', 'men', 'prosper', 'commit', 'misdeeds', 'impunity', 'evil', 'thing', 'community', 'men', 'business', 'men', 'great', 'sagacity', 'temperament', 'unscrupulous', 'reckless', 'conditions', 'act', 'supervision', 'control', 'effective', 'check', 'public', 'opinion', 'delude', 'innocent', 'people', 'making', 'investments', 'embarking', 'kinds', 'business', 'unsound', 'misdeeds', 'successfully', 'dishonest', 'men', 'discovered', 'suffering', 'innocent', 'men', 'misled', 'painful', 'awakening', 'occurs', 'naturally', 'occur', 'suffer'] Speech # 197 [(3, 0.5766097820157049), (12, 0.42298829574746638)] ['senate', 'house', 'representatives', 'finances', 'financial', 'standing', 'nation', 'present', 'time', 'excellent', 'financial', 'management', 'nations', 'interests', 'government', 'years', 'shown', 'satisfactory', 'results', 'currency', 'system', 'imperfect', 'earnestly', 'hoped', 'currency', 'commission', 'propose', 'good', 'system', 'existing', 'defects', 'period', 'july', '1', '1901', 'september', '30', '1908', 'increase', 'amount', 'money', 'circulation', '902991399', 'increase', 'capita', 'period', '706', 'time', 'occasions', 'treasury', 'department', 'relief', 'money', 'market', 'purchases', 'redemptions', 'united', 'states', 'bonds', 'increasing', 'deposits', 'national', 'banks', 'stimulating', 'additional', 'issues', 'national', 'bank', 'notes', 'facilitating', 'importations', 'abroad', 'gold', 'imperfect', 'currency', 'system', 'made', 'proceedings', 'effective', 'monetary', 'disturbance', 'fall', '1907', 'immensely', 'increased', 'difficulty', 'ordinary', 'methods', 'relief', 'middle', 'november', 'working', 'balance', 'treasury', 'reduced', 'approximately', '5000000', 'clearing', 'house', 'associations'] Speech # 198 [(3, 0.65659369798400979), (12, 0.25020849934213263), (14, 0.092799612628562997)] ['fellowcitizens', 'oath', 'feel', 'heavy', 'weight', 'responsibility', 'conception', 'powers', 'duties', 'office', 'enter', 'lacking', 'proper', 'sense', 'obligation', 'oath', 'imposes', 'office', 'inaugural', 'address', 'give', 'summary', 'outline', 'main', 'policies', 'administration', 'anticipated', 'honor', 'advisers', 'distinguished', 'predecessor', 'hold', 'hands', 'reforms', 'initiated', 'untrue', 'promises', 'declarations', 'party', 'platform', 'elected', 'office', 'make', 'maintenance', 'enforcement', 'reforms', 'important', 'feature', 'administration', 'directed', 'suppression', 'lawlessness', 'abuses', 'power', 'great', 'combinations', 'capital', 'invested', 'railroads', 'industrial', 'enterprises', 'carrying', 'interstate', 'commerce', 'steps', 'predecessor', 'legislation', 'passed', 'recommendation', 'accomplished', 'caused', 'general', 'halt', 'vicious', 'policies', 'created', 'popular', 'alarm', 'brought', 'business', 'affected', 'higher', 'regard', 'existing', 'law', 'render', 'reforms', 'lasting', 'secure', 'time', 'freedom', 'alarm', 'part', 'pursuing', 'proper', 'progressive', 'business', 'methods', 'legislative', 'executive'] Speech # 199 [(3, 0.068678679822319705), (14, 0.93091133800295067)] ['fellow', 'citizens', 'long', 'ago', 'august', '1906', 'congressional', 'campaign', 'maine', 'ventured', 'announce', 'tariff', 'revisionist', 'thought', 'time', 'readjustment', 'schedules', 'pointed', 'ten', 'years', 'prior', 'time', 'dingley', 'bill', 'passed', 'great', 'place', 'conditions', 'surrounding', 'productions', 'farm', 'factory', 'mine', 'theory', 'protection', 'time', 'rates', 'imposed', 'dingley', 'bill', 'instances', 'excessive', 'greater', 'difference', 'cost', 'production', 'abroad', 'cost', 'production', 'home', 'sufficient', 'allowance', 'reasonable', 'rate', 'profit', 'american', 'producer', 'party', 'divided', 'issue', 'judgment', 'opinion', 'party', 'crystallizing', 'result', 'future', 'effort', 'make', 'revision', 'pointed', 'difficulty', 'revision', 'tariff', 'due', 'threatened', 'disturbance', 'industries', 'affected', 'suspension', 'business', 'made', 'unwise', 'revisions', 'summer', '1907', 'position', 'tariff', 'challenged', 'entered', 'fuller', 'discussion', 'matter', 'contended', 'socalled', 'standpatters', 'rates', 'measure', 'protection', 'objectionable', 'tariff'] Speech # 200 [(3, 0.89789239361424888), (6, 0.027430766523476258), (14, 0.072932291390750387)] ['relations', 'united', 'states', 'foreign', 'governments', 'continued', 'normal', 'basis', 'amity', 'good', 'understanding', 'generally', 'satisfactory', 'europe', 'pursuant', 'provisions', 'general', 'treaty', 'arbitration', 'concluded', 'united', 'states', 'great', 'britain', 'april', '4', '1908', 'special', 'agreement', 'entered', 'countries', 'january', '27', '1909', 'submission', 'questions', 'relating', 'fisheries', 'north', 'atlantic', 'coast', 'tribunal', 'formed', 'members', 'permanent', 'court', 'arbitration', 'hague', 'accordance', 'provisions', 'special', 'agreement', 'printed', 'case', 'government', 'october', '4', 'submitted', 'arbitral', 'tribunal', 'hague', 'counter', 'case', 'united', 'states', 'preparation', 'american', 'rights', 'fisheries', 'article', 'treaty', '1818', 'difference', 'united', 'states', 'great', 'britain', 'seventy', 'years', 'interests', 'involved', 'great', 'importance', 'american', 'fishing', 'industry', 'final', 'settlement', 'controversy', 'remove', 'source', 'constant', 'irritation', 'complaint', 'case', 'involving', 'great', 'international', 'questions', 'submitted'] Speech # 201 [(3, 0.91376304019631915), (14, 0.085050428573041237)] ['senate', 'house', 'representatives', 'past', 'year', 'foreign', 'relations', 'united', 'states', 'continued', 'basis', 'friendship', 'good', 'understanding', 'arbitration', 'year', 'notable', 'witnessing', 'pacific', 'settlement', 'important', 'international', 'controversies', 'permanent', 'court', 'hague', 'arbitration', 'fisheries', 'dispute', 'united', 'states', 'great', 'britain', 'source', 'continuous', 'diplomatic', 'correspondence', 'fisheries', 'convention', '1818', 'award', 'satisfactory', 'parties', 'arbitration', 'noteworthy', 'eminently', 'results', 'secured', 'arbitration', 'held', 'general', 'arbitration', 'treaty', 'april', '4', '1908', 'united', 'states', 'great', 'britain', 'disposes', 'controversy', 'settlement', 'resisted', 'resource', 'diplomacy', 'ninety', 'years', 'friction', 'countries', 'common', 'interest', 'lies', 'maintaining', 'friendly', 'cordial', 'relations', 'united', 'states', 'ably', 'represented', 'tribunal', 'complicated', 'history', 'questions', 'arising', 'made', 'issue', 'depend', 'ordinarily', 'cases', 'care', 'skill', 'case', 'presented', 'wanting', 'proper', 'recognition', 'great', 'patriotic'] Speech # 202 [(3, 0.63517595354240786), (12, 0.28891616634138972), (14, 0.048720416858297068), (24, 0.026341541807665445)] ['senate', 'house', 'representatives', 'annual', 'message', 'december', '6', '1910', 'stated', 'policy', 'broader', 'closer', 'trade', 'relations', 'dominion', 'canada', 'initiated', 'adjustment', 'maximum', 'minimum', 'provisions', 'tariff', 'act', 'august', '5', '1909', 'proved', 'mutually', 'beneficial', 'justified', 'efforts', 'readjustment', 'commercial', 'relations', 'countries', 'informed', 'direction', 'secretary', 'state', 'dispatched', 'representatives', 'department', 'state', 'special', 'commissioners', 'ottawa', 'confer', 'representatives', 'dominion', 'government', 'authorized', 'steps', 'formulate', 'reciprocal', 'trade', 'agreement', 'ottawa', 'conferences', 'begun', 'adjourned', 'resumed', 'washington', '7th', 'present', 'month', 'cabinet', 'ministers', 'washington', 'representatives', 'dominion', 'government', 'conferences', 'continued', 'secretary', 'state', 'result', 'negotiations', '21st', 'instant', 'reciprocal', 'trade', 'agreement', 'reached', 'text', 'herewith', 'transmitted', 'accompanying', 'correspondence', 'data', 'controversies', 'resulting', 'uncertainties', 'attended', 'partition', 'british', 'territory', 'american', 'continent', 'close', 'revolution'] Speech # 203 [(3, 0.36055460017864449), (10, 0.47474331593129293), (12, 0.16432456351250138)] ['senate', 'house', 'representatives', 'message', 'send', 'congress', 'interval', 'opening', 'regular', 'session', 'adjournment', 'christmas', 'holidays', 'amount', 'information', 'communicated', 'operations', 'government', 'number', 'important', 'subjects', 'calling', 'comment', 'executive', 'transmission', 'congress', 'exhaustive', 'reports', 'special', 'commissions', 'make', 'impossible', 'include', 'message', 'reasonable', 'length', 'discussion', 'topics', 'brought', 'attention', 'national', 'legislature', 'regular', 'session', 'antitrust', 'lawthe', 'supreme', 'court', 'decisions', 'supreme', 'court', 'handed', 'decisions', 'suits', 'equity', 'brought', 'united', 'states', 'enjoin', 'maintenance', 'standard', 'oil', 'trust', 'american', 'tobacco', 'trust', 'secure', 'dissolution', 'decisions', 'epochmaking', 'serve', 'advise', 'business', 'world', 'authoritatively', 'scope', 'operation', 'antitrust', 'act', '1890', 'decisions', 'depart', 'substantial', 'previous', 'decisions', 'court', 'construing', 'applying', 'important', 'statute', 'clarify', 'decisions', 'defining', 'admitted', 'exceptions', 'literal', 'construction', 'act', 'decrees', 'furnish'] Speech # 204 [(3, 0.80081152122469368), (6, 0.076382251385904182), (12, 0.09312349204280844), (14, 0.029338190637773091)] ['part', '1', 'foreign', 'relations', 'senate', 'house', 'representatives', 'foreign', 'relations', 'united', 'states', 'potentially', 'affect', 'state', 'union', 'degree', 'widely', 'realized', 'surpassed', 'factor', 'welfare', 'nation', 'position', 'united', 'states', 'moralintellectual', 'material', 'relations', 'family', 'nations', 'matter', 'vital', 'interest', 'patriotic', 'citizen', 'national', 'prosperity', 'power', 'impose', 'duties', 'shirk', 'true', 'ideals', 'tremendous', 'growth', 'export', 'trade', 'united', 'states', 'made', 'trade', 'real', 'factor', 'industrial', 'commercial', 'prosperity', 'country', 'development', 'industries', 'foreign', 'commerce', 'united', 'states', 'rapidly', 'essential', 'factor', 'economic', 'welfare', 'farseeing', 'wise', 'diplomacy', 'recklessly', 'plunged', 'unnecessary', 'wars', 'foreign', 'policies', 'based', 'intelligent', 'grasp', 'presentday', 'world', 'conditions', 'clear', 'view', 'potentialities', 'future', 'governed', 'temporary', 'timid', 'expediency', 'narrow', 'views', 'befitting', 'infant', 'nation', 'questions', 'alternative', 'consideration', 'convince'] Speech # 205 [(3, 0.0537242944692531), (12, 0.20035942139282489), (16, 0.74458496795015683)] ['change', 'government', 'began', 'years', 'ago', 'house', 'representatives', 'democratic', 'decisive', 'majority', 'completed', 'senate', 'assemble', 'democratic', 'offices', 'president', 'vicepresident', 'put', 'hands', 'democrats', 'change', 'question', 'uppermost', 'minds', 'today', 'question', 'answer', 'order', 'interpret', 'occasion', 'means', 'mere', 'success', 'party', 'success', 'party', 'means', 'nation', 'party', 'large', 'definite', 'purpose', 'mistake', 'purpose', 'nation', 'seeks', 'democratic', 'party', 'seeks', 'interpret', 'change', 'plans', 'point', 'view', 'things', 'grown', 'familiar', 'begun', 'creep', 'habit', 'thought', 'lives', 'altered', 'aspect', 'looked', 'critically', 'fresh', 'awakened', 'eyes', 'dropped', 'disguises', 'shown', 'alien', 'sinister', 'things', 'frankly', 'comprehend', 'real', 'character', 'assume', 'aspect', 'things', 'long', 'believed', 'familiar', 'stuff', 'convictions', 'refreshed', 'insight', 'life', 'things', 'life', 'great', 'incomparably', 'great', 'material', 'aspects', 'body', 'wealth', 'diversity'] Speech # 206 [(6, 0.026380888233406497), (16, 0.97173772117331414)] ['friends', 'fellow', 'citizens', 'battle', 'gettysburg', 'meant', 'gallant', 'men', 'blue', 'gray', 'sit', 'met', 'ground', 'grim', 'deadly', 'struggle', 'famous', 'fields', 'hillsides', 'comrades', 'died', 'presence', 'impertinence', 'discourse', 'battle', 'ended', 'signified', 'fifty', 'years', 'crave', 'privilege', 'speaking', 'minutes', 'fifty', 'years', 'meant', 'meant', 'meant', 'peace', 'union', 'vigor', 'maturity', 'great', 'nation', 'wholesome', 'healing', 'peace', 'found', 'brothers', 'comrades', 'arms', 'enemies', 'longer', 'generous', 'friends', 'battles', 'long', 'past', 'quarrel', 'forgottenexcept', 'forget', 'splendid', 'valor', 'manly', 'devotion', 'men', 'arrayed', 'grasping', 'hands', 'smiling', 'eyes', 'complete', 'union', 'dear', 'unquestioned', 'benign', 'majestic', 'state', 'state', 'added', 'great', 'family', 'free', 'men', 'handsome', 'vigor', 'maturity', 'great', 'nation', 'love', 'undivided', 'hearts', 'full', 'large', 'confident', 'promise', 'life', 'wrought', 'crown', 'strength'] Speech # 207 [(8, 0.99859854014582172)] ['honor', 'chairman', 'ladies', 'gentlemen', 'american', 'stand', 'place', 'today', 'circumstances', 'celebrate', 'profoundly', 'stirred', 'sat', 'sense', 'deep', 'solemnity', 'ghosts', 'crowdinga', 'great', 'assemblage', 'spirits', 'longer', 'visible', 'influence', 'feel', 'feel', 'molding', 'power', 'history', 'men', 'sat', 'hall', 'back', 'touch', 'deep', 'sentiment', 'men', 'flesh', 'blood', 'face', 'face', 'extremely', 'difficult', 'problems', 'population', 'united', 'states', 'times', 'present', 'population', 'city', 'philadelphia', 'nation', 'nation', 'men', 'spoke', 'setting', 'hands', 'work', 'people', 'happy', 'lifted', 'instruction', 'rest', 'world', 'read', 'quaint', 'accounts', 'day', 'read', 'afternoon', 'strangers', 'america', 'young', 'people', 'sprung', 'found', 'men', 'counsel', 'knew', 'construct', 'governments', 'found', 'men', 'deliberating', 'appearance', 'novices', 'hesitation', 'men', 'work', 'men', 'addressed', 'problem', 'construction', 'familiarly', 'attempt', 'carry', 'traditions', 'government', 'established'] Speech # 208 [(3, 0.53789257455277195), (12, 0.43208251953966065), (14, 0.029365729877512153)] ['gentlemen', 'congress', 'pursuance', 'constitutional', 'duty', 'give', 'congress', 'information', 'state', 'union', 'liberty', 'addressing', 'matters', 'engage', 'attention', 'honorable', 'bodies', 'study', 'welfare', 'progress', 'nation', 'indulgence', 'venture', 'depart', 'degree', 'usual', 'custom', 'setting', 'formal', 'review', 'matters', 'engaged', 'attention', 'called', 'action', 'departments', 'government', 'early', 'treatment', 'future', 'list', 'long', 'long', 'suffer', 'abbreviation', 'subject', 'submit', 'reports', 'heads', 'departments', 'subjects', 'set', 'careful', 'detail', 'beg', 'receive', 'thoughtful', 'attention', 'committees', 'members', 'congress', 'leisure', 'study', 'obvious', 'importance', 'constituting', 'substance', 'business', 'government', 'makes', 'comment', 'emphasis', 'part', 'unnecessary', 'country', 'thankful', 'peace', 'world', 'happy', 'manifestations', 'multiply', 'growing', 'cordiality', 'sense', 'community', 'interest', 'nations', 'foreshadowing', 'age', 'settled', 'peace', 'good', 'readily', 'decade', 'nations', 'manifest', 'willingness', 'bind', 'solemn', 'treaty'] Speech # 209 [(3, 0.48914048250175535), (10, 0.046040818675759973), (12, 0.43942023778383571), (20, 0.020113917357996454)] ['gentlemen', 'congress', 'report', 'state', 'union', 'privilege', 'reading', '2d', 'december', 'ventured', 'reserve', 'discussion', 'date', 'subject', 'additional', 'legislation', 'difficult', 'intricate', 'matter', 'trusts', 'monopolies', 'time', 'opportune', 'turn', 'great', 'question', 'currency', 'legislation', 'absorbed', 'attention', 'attention', 'country', 'december', 'disposed', 'opinion', 'clearing', 'singular', 'rapidity', 'great', 'field', 'action', 'matter', 'currency', 'cleared', 'suddenly', 'happily', 'muchdebated', 'act', 'passed', 'respect', 'monopolies', 'multiplied', 'regard', 'means', 'organized', 'maintained', 'coming', 'clear', 'universal', 'agreement', 'anticipation', 'action', 'preparation', 'making', 'easier', 'easier', 'set', 'confidence', 'confusion', 'counsel', 'legislation', 'atmosphere', 'atmosphere', 'accommodation', 'mutual', 'understanding', 'breathe', 'refreshment', 'matter', 'sincere', 'congratulation', 'make', 'task', 'difficult', 'embarrassing', 'obliged', 'continue', 'act', 'amidst', 'atmosphere', 'suspicion', 'antagonism', 'long', 'made', 'impossible', 'approach', 'questions', 'dispassionate', 'fairness', 'constructive'] Speech # 210 [(3, 0.43974589931621022), (6, 0.55638855446480984)] ['fellowcountrymen', 'suppose', 'thoughtful', 'man', 'america', 'asked', 'troubled', 'weeks', 'influence', 'european', 'war', 'exert', 'united', 'states', 'liberty', 'addressing', 'words', 'order', 'point', 'choice', 'effects', 'urge', 'earnestly', 'sort', 'speech', 'conduct', 'safeguard', 'nation', 'distress', 'disaster', 'effect', 'war', 'united', 'states', 'depend', 'american', 'citizens', 'man', 'loves', 'america', 'act', 'speak', 'true', 'spirit', 'neutrality', 'spirit', 'impartiality', 'fairness', 'friendliness', 'concerned', 'spirit', 'nation', 'critical', 'matter', 'determined', 'largely', 'individuals', 'society', 'gathered', 'public', 'meetings', 'newspapers', 'magazines', 'ministers', 'utter', 'pulpits', 'men', 'proclaim', 'opinions', 'street', 'people', 'united', 'states', 'drawn', 'nations', 'chiefly', 'nations', 'war', 'natural', 'inevitable', 'utmost', 'variety', 'sympathy', 'desire', 'regard', 'issues', 'circumstances', 'conflict', 'nation', 'succeed', 'momentous', 'struggle', 'easy', 'excite', 'passion', 'difficult', 'allay', 'responsible', 'exciting', 'assume'] Speech # 211 [(3, 0.25937719637768963), (12, 0.60947255261887368), (15, 0.060087512720235541), (19, 0.068773909945016698)] ['president', 'gentlemen', 'american', 'bar', 'association', 'deeply', 'gratified', 'greeting', 'president', 'response', 'strength', 'lies', 'confidence', 'stand', 'peculiar', 'case', 'thought', 'suppose', 'lawyers', 'international', 'law', 'bonds', 'principle', 'draw', 'nations', 'hold', 'community', 'world', 'standards', 'action', 'international', 'law', 'moral', 'processes', 'law', 'existence', 'lawyer', 'times', 'felt', 'real', 'comparison', 'law', 'nation', 'law', 'nations', 'lacked', 'sanction', 'gave', 'strength', 'validity', 'matter', 'closely', 'find', 'foundations', 'foundations', 'evident', 'conspicuous', 'day', 'opinion', 'world', 'mistress', 'world', 'processes', 'international', 'law', 'slow', 'processes', 'opinion', 'works', 'impresses', 'constant', 'thought', 'tribunal', 'bar', 'sit', 'call', 'attention', 'incidentally', 'circumstance', 'observe', 'ordinary', 'rules', 'evidence', 'suggested', 'ordinary', 'rules', 'evidence', 'shown', 'signs', 'growing', 'antique', 'rumor', 'included', 'heard', 'court', 'standard', 'judgment', 'character', 'testimony', 'character'] Speech # 212 [(3, 0.39489010942845904), (6, 0.06470600626638566), (12, 0.53742976990539471)] ['session', 'entering', 'closing', 'session', 'sixtythird', 'congress', 'congress', 'venture', 'long', 'remembered', 'great', 'body', 'thoughtful', 'constructive', 'work', 'loyal', 'response', 'thought', 'country', 'address', 'review', 'notable', 'record', 'make', 'adequate', 'assessment', 'doubt', 'stand', 'work', 'part', 'play', 'part', 'historians', 'program', 'legislation', 'regard', 'regulation', 'business', 'virtually', 'complete', 'put', 'intended', 'leaves', 'conjecture', 'follow', 'road', 'lies', 'clear', 'firm', 'business', 'road', 'travel', 'fear', 'embarrassment', 'road', 'ungrudged', 'unclouded', 'success', 'honest', 'man', 'man', 'believes', 'public', 'interest', 'part', 'interest', 'walk', 'perfect', 'confidence', 'thoughts', 'future', 'past', 'worked', 'tasks', 'peace', 'circumstances', 'age', 'altered', 'war', 'land', 'people', 'character', 'intelligence', 'sober', 'enthusiasm', 'confidence', 'principles', 'acting', 'sustained', 'step', 'difficult', 'undertaking', 'passed', 'hands', 'established', 'part', 'legislation', 'country', 'usefulness', 'effects'] Speech # 213 [(3, 0.10933719139235439), (15, 0.88950411096316895)] ['gentlemen', 'congress', 'privilege', 'addressing', 'state', 'union', 'war', 'nations', 'side', 'sea', 'begun', 'disclose', 'portentous', 'proportions', 'extended', 'threatening', 'sinister', 'scope', 'swept', 'flame', 'portion', 'quarter', 'globe', 'excepting', 'hemisphere', 'altered', 'face', 'international', 'affairs', 'presents', 'prospect', 'reorganization', 'reconstruction', 'statesmen', 'peoples', 'called', 'attempt', 'stood', 'studiously', 'neutral', 'manifest', 'duty', 'part', 'interest', 'policies', 'brought', 'conflict', 'universal', 'catastrophe', 'avoided', 'limit', 'set', 'sweep', 'destructive', 'war', 'part', 'great', 'family', 'nations', 'processes', 'peace', 'alive', 'prevent', 'collective', 'economic', 'ruin', 'breakdown', 'world', 'industries', 'populations', 'fed', 'sustained', 'manifestly', 'duty', 'selfgoverned', 'nations', 'hemisphere', 'redress', 'balance', 'economic', 'loss', 'confusion', 'day', 'readjustment', 'recuperation', 'earnestly', 'hope', 'infinite', 'service', 'neutrality', 'bidden', 'separate', 'life', 'habitual', 'detachment', 'politics', 'europe', 'clear', 'perception', 'international'] Speech # 214 [(3, 0.3665165219044984), (6, 0.13425926277848982), (12, 0.29728778198671146), (15, 0.18726922223485604), (19, 0.012762527947668521)] ['senator', 'james', 'gentlemen', 'notification', 'committee', 'fellowcitizens', 'accept', 'leadership', 'responsibility', 'national', 'democratic', 'convention', 'generous', 'fashion', 'asked', 'accept', 'expressing', 'profound', 'gratitude', 'party', 'trust', 'reposes', 'years', 'fiery', 'trial', 'midst', 'affairs', 'unprecedented', 'difficulty', 'keen', 'sense', 'added', 'responsibility', 'honor', 'fills', 'burdens', 'great', 'issues', 'national', 'life', 'policy', 'involved', 'present', 'future', 'conduct', 'government', 'seek', 'sought', 'justify', 'extraordinary', 'confidence', 'reposed', 'striving', 'purge', 'heart', 'purpose', 'personal', 'misleading', 'party', 'motive', 'devoting', 'energy', 'service', 'nation', 'praying', 'continue', 'counsel', 'support', 'forwardlooking', 'men', 'turn', 'difficult', 'business', 'doubt', 'people', 'united', 'states', 'democratic', 'party', 'continue', 'control', 'government', 'habit', 'rejecting', 'served', 'making', 'doubtful', 'conjectural', 'promises', 'service', 'substitute', 'promised', 'render', 'services', 'proved', 'false', 'promise', 'rendered', 'services', 'boasting'] Speech # 215 [(3, 0.70526000463998695), (12, 0.27795993063385271), (14, 0.015731197026408208)] ['gentlemen', 'congress', 'fulfilling', 'time', 'duty', 'laid', 'constitution', 'communicating', 'time', 'time', 'information', 'state', 'union', 'recommending', 'consideration', 'legislative', 'measures', 'judged', 'expedient', 'continue', 'practice', 'hope', 'acceptable', 'leaving', 'reports', 'heads', 'executive', 'departments', 'elaboration', 'detailed', 'public', 'service', 'confine', 'matters', 'general', 'public', 'policy', 'feasible', 'deal', 'present', 'session', 'congress', 'realize', 'limitations', 'time', 'necessarily', 'act', 'session', 'make', 'suggestions', 'things', 'left', 'undone', 'session', 'time', 'complete', 'interest', 'public', 'place', 'imperatively', 'earliest', 'consideration', 'action', 'accorded', 'remaining', 'measures', 'program', 'settlement', 'regulation', 'occasion', 'recommend', 'close', 'session', 'view', 'public', 'dangers', 'disclosed', 'unaccommodated', 'difficulties', 'existed', 'unhappily', 'continue', 'exist', 'railroads', 'country', 'locomotive', 'engineers', 'conductors', 'trainmen', 'recommended', 'provision', 'enlargement', 'administrative', 'reorganization', 'interstate', 'commerce', 'commission', 'lines', 'embodied', 'bill'] Speech # 216 [(3, 0.3148874657409953), (6, 0.60122288062789475), (21, 0.08299715870200261)] ['gentlemen', 'senate', 'eighteenth', 'december', 'addressed', 'identic', 'note', 'governments', 'nations', 'war', 'requesting', 'state', 'stated', 'group', 'belligerents', 'terms', 'deem', 'make', 'peace', 'spoke', 'behalf', 'humanity', 'rights', 'neutral', 'nations', 'vital', 'interests', 'war', 'puts', 'constant', 'jeopardy', 'central', 'powers', 'united', 'reply', 'stated', 'ready', 'meet', 'antagonists', 'conference', 'discuss', 'terms', 'peace', 'entente', 'powers', 'replied', 'stated', 'general', 'terms', 'sufficient', 'definiteness', 'imply', 'details', 'arrangements', 'guarantees', 'acts', 'reparation', 'deem', 'indispensable', 'conditions', 'satisfactory', 'settlement', 'nearer', 'definite', 'discussion', 'peace', 'end', 'present', 'war', 'nearer', 'discussion', 'international', 'concert', 'hold', 'world', 'peace', 'discussion', 'peace', 'end', 'war', 'granted', 'peace', 'definite', 'concert', 'power', 'make', 'virtually', 'impossible', 'catastrophe', 'overwhelm', 'lover', 'mankind', 'sane', 'thoughtful', 'man', 'granted', 'sought', 'opportunity', 'address', 'thought'] Speech # 217 [(3, 0.27315803461801191), (6, 0.46019084173477287), (12, 0.018400190034313747), (15, 0.074296705271410662), (16, 0.1724672394937313)] ['fellow', 'citizens', 'years', 'elapsed', 'stood', 'place', 'crowded', 'counsel', 'action', 'vital', 'interest', 'consequence', 'equal', 'period', 'history', 'fruitful', 'important', 'reforms', 'economic', 'industrial', 'life', 'full', 'significant', 'spirit', 'purpose', 'political', 'action', 'sought', 'thoughtfully', 'set', 'house', 'order', 'correct', 'grosser', 'errors', 'abuses', 'industrial', 'life', 'liberate', 'quicken', 'processes', 'national', 'genius', 'energy', 'lift', 'politics', 'broader', 'view', 'peoples', 'essential', 'interests', 'record', 'singular', 'variety', 'singular', 'distinction', 'attempt', 'review', 'speaks', 'increasing', 'influence', 'years', 'time', 'retrospect', 'time', 'speak', 'thoughts', 'purposes', 'present', 'future', 'centered', 'counsel', 'action', 'unusual', 'concentration', 'success', 'great', 'problems', 'domestic', 'legislation', 'addressed', 'years', 'ago', 'matters', 'forced', 'attention', 'matters', 'lying', 'life', 'nation', 'control', 'free', 'drawn', 'irresistibly', 'current', 'influence', 'impossible', 'avoid', 'affected', 'life'] Speech # 218 [(3, 0.42258127468565476), (6, 0.32306513127664693), (9, 0.05856950976291897), (15, 0.19180042210387438)] ['called', 'congress', 'extraordinary', 'session', 'choices', 'policy', 'made', 'made', 'immediately', 'constitutionally', 'permissible', 'assume', 'responsibility', 'making', '3rd', 'february', 'officially', 'laid', 'extraordinary', 'announcement', 'imperial', 'german', 'government', '1st', 'day', 'february', 'purpose', 'put', 'restraints', 'law', 'humanity', 'submarines', 'sink', 'vessel', 'sought', 'approach', 'ports', 'great', 'britain', 'ireland', 'western', 'coasts', 'europe', 'ports', 'controlled', 'enemies', 'germany', 'mediterranean', 'object', 'german', 'submarine', 'warfare', 'earlier', 'war', 'april', 'year', 'imperial', 'government', 'restrained', 'commanders', 'undersea', 'craft', 'conformity', 'promise', 'passenger', 'boats', 'sunk', 'due', 'warning', 'vessels', 'submarines', 'seek', 'destroy', 'resistance', 'offered', 'escape', 'attempted', 'care', 'crews', 'fair', 'chance', 'save', 'lives', 'open', 'boats', 'precautions', 'meager', 'haphazard', 'proved', 'distressing', 'instance', 'instance', 'progress', 'cruel', 'unmanly', 'business', 'degree', 'restraint', 'observed', 'policy'] Speech # 219 [(3, 0.86875195192171628), (10, 0.019917609654548342), (14, 0.058992108611774355), (18, 0.051063671238193185)] ['congress', 'united', 'states', 'exercise', 'constitutional', 'authority', 'vested', 'resolved', 'joint', 'resolution', 'senate', 'house', 'representatives', 'bearing', 'date', 'day', 'state', 'war', 'united', 'states', 'imperial', 'german', 'government', 'thrust', 'united', 'states', 'formally', 'declared', 'provided', 'section', '4067', 'revised', 'statutes', 'declared', 'war', 'united', 'states', 'foreign', 'nation', 'government', 'invasion', 'predatory', 'incursion', 'perpetrated', 'attempted', 'threatened', 'territory', 'united', 'states', 'foreign', 'nation', 'government', 'president', 'makes', 'public', 'proclamation', 'event', 'natives', 'citizens', 'denizens', 'subjects', 'hostile', 'nation', 'government', 'males', 'age', 'fourteen', 'years', 'upwards', 'united', 'states', 'naturalized', 'liable', 'apprehended', 'restrained', 'secured', 'removed', 'alien', 'enemies', 'president', 'authorized', 'event', 'proclamation', 'thereof', 'public', 'act', 'direct', 'conduct', 'observed', 'part', 'united', 'states', 'aliens', 'liable', 'manner', 'degree', 'restraint', 'subject', 'cases', 'security'] Speech # 220 [(3, 0.30207877874078171), (6, 0.47809289607625555), (10, 0.16121982399259038), (15, 0.055988783037325088)] ['gentlemen', 'congress', 'months', 'elapsed', 'honor', 'addressing', 'months', 'crowded', 'events', 'immense', 'grave', 'significance', 'undertake', 'detail', 'summarize', 'events', 'practical', 'particulars', 'part', 'played', 'laid', 'reports', 'executive', 'departments', 'discuss', 'present', 'outlook', 'vast', 'affairs', 'present', 'duties', 'means', 'accomplishing', 'objects', 'hold', 'view', 'back', 'debate', 'war', 'intolerable', 'wrongs', 'planned', 'sinister', 'masters', 'germany', 'long', 'grossly', 'obvious', 'odious', 'true', 'american', 'rehearsed', 'grave', 'scrutiny', 'objectives', 'measures', 'attain', 'purpose', 'discussion', 'place', 'action', 'action', 'move', 'straight', 'definite', 'ends', 'object', 'win', 'war', 'slacken', 'suffer', 'diverted', 'won', 'worth', 'answering', 'question', 'war', 'won', 'point', 'view', 'broach', 'fundamental', 'matter', 'doubt', 'american', 'people', 'war', 'sort', 'outcome', 'regard', 'realization', 'purpose', 'nation', 'united', 'spirit', 'intention', 'pay', 'heed', 'hear', 'voices'] Speech # 221 [(3, 0.35556951314738211), (12, 0.55654461522332466), (15, 0.022614625823029214), (18, 0.064857859979437646)] ['gentlemen', 'congress', 'year', 'elapsed', 'stood', 'fulfil', 'constitutional', 'duty', 'give', 'congress', 'time', 'time', 'information', 'state', 'union', 'crowded', 'great', 'events', 'great', 'processes', 'great', 'results', 'hope', 'give', 'adequate', 'picture', 'transactions', 'farreaching', 'wrought', 'nation', 'world', 'witnessed', 'things', 'assess', 'stand', 'midst', 'part', 'qualified', 'men', 'generation', 'great', 'outstanding', 'facts', 'unmistakable', 'constitute', 'sense', 'part', 'public', 'business', 'duty', 'deal', 'state', 'set', 'stage', 'legislative', 'executive', 'action', 'grow', 'shape', 'determine', 'year', 'ago', '145918', 'men', 'overseas', '1950513', 'average', '162542', 'month', 'number', 'fact', 'rising', '245951', 'june', '278760', 'july', '307182', 'continuing', 'reach', 'similar', 'figures', 'august', 'septemberin', 'august', '289570', 'september', '257438', 'movement', 'troops', 'place', 'thousand', 'miles', 'sea', 'adequate', 'equipment', 'supplies', 'carried', 'safely', 'extraordinary', 'dangers'] Speech # 222 [(3, 0.40807697406426907), (6, 0.031819564439429245), (12, 0.50062396135877874), (14, 0.059056326333946148)] ['senate', 'house', 'representatives', 'sincerely', 'regret', 'present', 'opening', 'session', 'congress', 'prevented', 'presenting', 'direct', 'questions', 'pressing', 'solution', 'time', 'happily', 'advantage', 'advice', 'heads', 'executive', 'departments', 'close', 'touch', 'affairs', 'detail', 'thoughtful', 'recommendations', 'earnestly', 'matter', 'railroads', 'readjustment', 'affairs', 'growing', 'federal', 'control', 'liberty', 'date', 'addressing', 'hope', 'congress', 'bring', 'conclusion', 'session', 'legislation', 'establishment', 'budget', 'system', 'single', 'authority', 'responsible', 'making', 'appropriations', 'appropriations', 'made', 'independently', 'reference', 'single', 'comprehensive', 'plan', 'expenditure', 'properly', 'related', 'nations', 'income', 'doubti', 'burden', 'preparing', 'budget', 'nature', 'case', 'work', 'properly', 'responsibility', 'concentrated', 'divided', 'rest', 'executive', 'budget', 'prepared', 'submitted', 'approved', 'amended', 'single', 'committee', 'house', 'congress', 'single', 'appropriation', 'made', 'congress', 'included', 'budget', 'prepared', 'executive', 'added', 'committee', 'congress', 'charged', 'budget'] Speech # 223 [(3, 0.65640896209144761), (12, 0.34275467427207262)] ['gentlemen', 'congress', 'addressed', 'performing', 'duty', 'laid', 'president', 'constitution', 'present', 'annual', 'report', 'state', 'union', 'found', 'thought', 'dominated', 'immortal', 'sentence', 'abraham', 'lincolnslet', 'faith', 'makes', 'faith', 'dare', 'duty', 'understand', 'sentence', 'immortal', 'embodies', 'form', 'utter', 'simplicity', 'purity', 'essential', 'faith', 'nation', 'faith', 'conceived', 'faith', 'grown', 'glory', 'power', 'faith', 'birth', 'nation', 'founded', 'hope', 'world', 'order', 'prevail', 'affairs', 'mankind', 'order', 'reason', 'precedence', 'covetousness', 'force', 'express', 'purpose', 'thoughtful', 'american', 'sentence', 'marks', 'plainest', 'manner', 'part', 'play', 'alike', 'arrangement', 'domestic', 'affairs', 'exercise', 'influence', 'affairs', 'world', 'faith', 'faith', 'world', 'lifted', 'present', 'confusion', 'despair', 'faith', 'prevailed', 'wicked', 'force', 'germany', 'remember', 'beginning', 'end', 'war', 'german', 'people', 'found', 'face', 'face', 'conscience', 'world', 'realized', 'arrayed'] Speech # 224 [(3, 0.27508017177854488), (6, 0.5876502052968442), (12, 0.13667623115111049)] ['countrymen', 'surveys', 'world', 'great', 'storm', 'noting', 'marks', 'destruction', 'rejoicing', 'ruggedness', 'things', 'withstood', 'american', 'breathes', 'clarified', 'atmosphere', 'strange', 'mingling', 'regret', 'hope', 'world', 'passion', 'spend', 'fury', 'contemplate', 'republic', 'unshaken', 'hold', 'civilization', 'secure', 'libertyliberty', 'lawand', 'civilization', 'inseparable', 'threatened', 'find', 'secure', 'americans', 'profound', 'assurance', 'representative', 'government', 'highest', 'expression', 'surest', 'guaranty', 'standing', 'presence', 'mindful', 'solemnity', 'occasion', 'feeling', 'emotions', 'senses', 'great', 'weight', 'responsibility', 'utter', 'belief', 'divine', 'inspiration', 'founding', 'fathers', 'surely', 'gods', 'intent', 'making', 'newworld', 'republic', 'organic', 'law', 'ambiguity', 'effaced', 'baptism', 'sacrifice', 'blood', 'union', 'maintained', 'nation', 'supreme', 'concord', 'inspiring', 'world', 'rivet', 'hopeful', 'gaze', 'great', 'truths', 'founders', 'wrought', 'civil', 'human', 'religious', 'liberty', 'verified', 'glorified', 'beginning', 'world', 'scoffed', 'experiment'] Speech # 225 [(3, 0.57140607040131131), (6, 0.014652727838879038), (12, 0.41356041422190387)] ['gratifying', 'privilege', 'congress', 'republic', 'peace', 'nations', 'world', 'equally', 'gratifying', 'report', 'country', 'free', 'impending', 'menace', 'war', 'growing', 'assurances', 'permanency', 'peace', 'deeply', 'cherish', 'approximately', 'ten', 'years', 'dwelt', 'amid', 'menaces', 'war', 'participants', 'wars', 'actualities', 'inevitable', 'aftermath', 'disordered', 'conditions', 'bits', 'added', 'difficulties', 'government', 'adequately', 'appraised', 'contact', 'responsibilities', 'tasks', 'difficult', 'world', 'involved', 'disordered', 'conditions', 'wellnigh', 'universal', 'nations', 'engaged', 'actual', 'warfare', 'permanent', 'readjustments', 'effected', 'consideration', 'inescapable', 'relationship', 'world', 'affairs', 'finance', 'trade', 'unworthy', 'traditions', 'unmindful', 'social', 'moral', 'political', 'conditions', 'direct', 'concern', 'appeal', 'human', 'sympathies', 'interest', 'people', 'blest', 'national', 'good', 'fortune', 'purpose', 'bring', 'program', 'world', 'restoration', 'main', 'program', 'worked', 'nations', 'directly', 'concerned', 'turn', 'heroic', 'remedies', 'menacing', 'conditions', 'struggling'] Speech # 226 [(3, 0.50901860824733436), (12, 0.48713121521676128)] ['members', 'congress', 'problems', 'calling', 'solution', 'recital', 'face', 'limitations', 'short', 'session', 'congress', 'lack', 'sincerity', 'purpose', 'years', 'world', 'war', 'ended', 'inevitable', 'readjustment', 'social', 'economic', 'order', 'barely', 'begun', 'acceptance', 'prewar', 'conditions', 'world', 'general', 'humanity', 'harbors', 'individual', 'wishes', 'wartime', 'compensation', 'production', 'prewar', 'requirements', 'expenditure', 'short', 'speaking', 'broadly', 'craves', 'readjustment', 'permanent', 'readjustment', 'participate', 'civilization', 'measured', 'strength', 'genius', 'power', 'science', 'resources', 'industries', 'addition', 'testing', 'limits', 'man', 'power', 'endurance', 'heroism', 'men', 'womenthat', 'civilization', 'brought', 'severest', 'test', 'restoring', 'tranquil', 'order', 'committing', 'humanity', 'stable', 'ways', 'peace', 'sober', 'deliberate', 'appraisal', 'prewar', 'civilization', 'makes', 'worthwhile', 'inheritance', 'patience', 'good', 'courage', 'preserved', 'precisely', 'order', 'thinks', 'desirable', 'order', 'war', 'order', 'established', 'made', 'secure', 'permit'] Speech # 227 [(0, 0.02337333024807153), (3, 0.6185732377905363), (12, 0.34625222829330837)] ['close', 'congress', 'nation', 'lost', 'president', 'harding', 'world', 'knew', 'kindness', 'humanity', 'greatness', 'character', 'left', 'mark', 'history', 'made', 'justice', 'peace', 'secure', 'surpassing', 'tribute', 'paid', 'memory', 'borne', 'continent', 'rest', 'home', 'revealed', 'place', 'lie', 'held', 'hearts', 'american', 'people', 'occasion', 'extended', 'reference', 'man', 'work', 'presence', 'knew', 'loved', 'unnecessary', 'resume', 'functions', 'office', 'pausing', 'moment', 'memory', 'reconsecrating', 'service', 'country', 'remain', 'duty', 'inspiration', 'burdens', 'permitted', 'lay', 'develop', 'support', 'wise', 'principles', 'government', 'represented', 'foreign', 'affairs', 'peace', 'reigns', 'desire', 'perpetuate', 'granting', 'full', 'justice', 'requiring', 'full', 'justice', 'country', 'cardinal', 'principle', 'maintain', 'foreign', 'policy', 'american', 'principle', 'american', 'policy', 'attend', 'affairs', 'conserve', 'strength', 'protect', 'interests', 'citizens', 'recognize', 'obligation', 'reserving', 'decision', 'judgment', 'time', 'place'] Speech # 228 [(3, 0.56909899659959762), (12, 0.41808834509797899), (24, 0.010016686747188421)] ['congress', 'united', 'states', 'present', 'state', 'union', 'customary', 'president', 'report', 'congress', 'provisions', 'constitution', 'regarded', 'encouragement', 'satisfaction', 'american', 'country', 'unique', 'ability', 'discharge', 'fully', 'promptly', 'obligations', 'home', 'abroad', 'provide', 'inhabitants', 'increase', 'material', 'resources', 'intellectual', 'vigor', 'moral', 'power', 'nation', 'holds', 'position', 'unsurpassed', 'human', 'experience', 'problems', 'elementary', 'increasing', 'breadth', 'experience', 'necessarily', 'increases', 'problems', 'national', 'life', 'apply', 'industriously', 'honestly', 'ample', 'powers', 'meet', 'problems', 'provide', 'heir', 'speedy', 'solution', 'profess', 'secure', 'era', 'perfection', 'human', 'existence', 'provide', 'era', 'peace', 'prosperity', 'attended', 'freedom', 'justice', 'made', 'satisfying', 'ministrations', 'charities', 'humanities', 'life', 'domestic', 'problems', 'part', 'economic', 'enormous', 'debt', 'pay', 'paying', 'high', 'cost', 'government', 'diminish', 'diminishing', 'heavy', 'burden', 'taxation', 'reduce', 'reducing', 'remarkable', 'progress'] Speech # 229 [(3, 0.44282068456994528), (6, 0.22982799456257805), (12, 0.3267932993074868)] ['countrymen', 'contemplate', 'current', 'conditions', 'finding', 'satisfying', 'encouraging', 'country', 'leading', 'world', 'general', 'readjustment', 'results', 'great', 'conflict', 'burdens', 'bear', 'heavily', 'years', 'secondary', 'indirect', 'effects', 'expect', 'experience', 'time', 'beginning', 'comprehend', 'pursued', 'remedies', 'applied', 'actions', 'deliverance', 'manifesting', 'determined', 'faithfully', 'conscientiously', 'adopt', 'methods', 'relief', 'sufficiently', 'rearranged', 'domestic', 'affairs', 'confidence', 'returned', 'business', 'revived', 'entering', 'era', 'prosperity', 'gradually', 'reaching', 'part', 'nation', 'realizing', 'live', 'contributed', 'resources', 'counsel', 'relief', 'suffering', 'settlement', 'disputes', 'european', 'nations', 'america', 'america', 'firmer', 'courage', 'higher', 'hope', 'inspires', 'heart', 'humanity', 'results', 'occurred', 'mere', 'chance', 'secured', 'constant', 'enlightened', 'effort', 'marked', 'sacrifices', 'extending', 'generations', 'continue', 'brilliant', 'successes', 'future', 'continue', 'learn', 'past', 'experiences', 'country', 'home', 'abroad', 'continually', 'science', 'government'] Speech # 230 [(3, 0.61393527502553535), (6, 0.022940417069550786), (12, 0.26024410689842803), (14, 0.093584524271002015)] ['members', 'congress', 'meeting', 'constitutional', 'requirement', 'informing', 'congress', 'state', 'union', 'exceedingly', 'gratifying', 'report', 'general', 'condition', 'progress', 'prosperity', 'comparatively', 'small', 'apparently', 'temporary', 'difficulties', 'needing', 'adjustment', 'improved', 'administrative', 'methods', 'expected', 'ii', 'fundamentals', 'government', 'business', 'results', 'demonstrate', 'direction', 'country', 'require', 'radical', 'departures', 'policies', 'adopted', 'extension', 'policies', 'improvement', 'details', 'age', 'perfection', 'distant', 'future', 'danger', 'retarded', 'mistaken', 'government', 'activity', 'lack', 'legislation', 'accomplish', 'permanent', 'good', 'proceed', 'moderation', 'country', 'people', 'sovereign', 'independent', 'accept', 'resulting', 'responsibilities', 'duty', 'support', 'support', 'government', 'business', 'nation', 'charity', 'nation', 'require', 'functions', 'congress', 'discharge', 'local', 'government', 'national', 'government', 'greatest', 'solicitude', 'exercised', 'prevent', 'encroachment', 'rights', 'states', 'political', 'subdivisions', 'local', 'selfgovernment', 'precious', 'possessions', 'greatest', 'contributing', 'factor', 'stability'] Speech # 231 [(3, 0.50536313386511211), (12, 0.41008663326831113), (14, 0.050040569111324124), (22, 0.029048525332080438)] ['members', 'congress', 'reporting', 'congress', 'state', 'union', 'find', 'impossible', 'characterize', 'general', 'peace', 'prosperity', 'quarters', 'diplomacy', 'vexed', 'difficult', 'unsolved', 'problems', 'met', 'armed', 'conflict', 'occupations', 'areas', 'flourishing', 'remain', 'acute', 'chronic', 'depression', 'country', 'requires', 'policies', 'steady', 'continuation', 'crowned', 'abundant', 'success', 'repeated', 'common', 'world', 'engaged', 'liquidating', 'war', 'present', 'short', 'session', 'great', 'amount', 'legislation', 'order', 'comprehend', 'desirable', 'survey', 'general', 'situation', 'large', 'amount', 'time', 'consumed', 'passage', 'appropriation', 'bills', 'congress', 'opening', 'session', 'make', 'appropriations', 'continue', 'years', 'time', 'saved', 'devoted', 'consideration', 'general', 'country', 'result', 'decreasing', 'work', 'legislation', 'economy', 'present', 'state', 'prosperity', 'greatly', 'promoted', 'important', 'economy', 'resulting', 'reduction', 'reform', 'national', 'taxation', 'elimination', 'kinds', 'waste', 'general', 'raising', 'standards', 'efficiency', 'combination', 'brought'] Speech # 232 [(4, 0.99429709720232473)] ['dedicate', 'cornerstone', 'laid', 'hand', 'almighty', 'towering', 'wall', 'rushmore', 'heart', 'black', 'hills', 'inscribed', 'memorial', 'represent', 'outstanding', 'features', 'presidents', 'laid', 'hand', 'great', 'artist', 'sculpture', 'memorial', 'crown', 'height', 'land', 'rocky', 'mountains', 'atlantic', 'seaboard', 'coming', 'generations', 'view', 'time', 'natural', 'design', 'begin', 'george', 'washington', 'begins', 'characteristic', 'america', 'represents', 'independence', 'constitution', 'liberty', 'formed', 'highest', 'aspirations', 'entertained', 'people', 'permanent', 'institutions', 'government', 'stands', 'foremost', 'disciple', 'ordered', 'liberty', 'statesman', 'inspired', 'vision', 'outranked', 'mortal', 'greatness', 'thomas', 'jefferson', 'wisdom', 'insured', 'government', 'washington', 'formed', 'entrusted', 'administration', 'people', 'emphasized', 'element', 'selfgovernment', 'enshrined', 'american', 'institutions', 'demonstrate', 'practical', 'permanent', 'likewise', 'embodied', 'spirit', 'expansion', 'recognizing', 'destiny', 'country', 'added', 'territory', 'removing', 'possibility', 'powerful', 'opposition', 'neighboring', 'state', 'gave'] Speech # 233 [(3, 0.48400239142160423), (12, 0.33658295558519641), (14, 0.17222789791993304)] ['members', 'congress', 'gratifying', 'report', 'fourth', 'consecutive', 'year', 'state', 'union', 'general', 'good', 'peace', 'country', 'prosperity', 'exceeded', 'wages', 'highest', 'range', 'employment', 'plentiful', 'parts', 'agriculture', 'industry', 'lagged', 'localities', 'suffered', 'storm', 'flood', 'losses', 'absorbed', 'detriment', 'great', 'economic', 'structure', 'stocks', 'goods', 'moderate', 'wholesome', 'caution', 'prevalent', 'rates', 'interest', 'industry', 'agriculture', 'government', 'reduced', 'savers', 'investors', 'providing', 'capital', 'construction', 'industry', 'public', 'works', 'purchasing', 'power', 'agriculture', 'increased', 'people', 'maintain', 'confidence', 'entitled', 'america', 'comfortable', 'prosperity', 'continue', 'constructive', 'economy', 'constructive', 'economy', 'government', 'expenditures', 'enjoying', 'results', 'prospects', 'physically', 'war', 'people', 'disposed', 'forget', 'war', 'debt', 'remains', 'nation', 'make', 'financial', 'sacrifices', 'accompanied', 'stern', 'selfdenial', 'public', 'expenditures', 'conquered', 'disabilities', 'public', 'finance', 'obligation', 'veterans', 'dependents', 'large'] Speech # 234 [(3, 0.20621152980810095), (6, 0.22547456661631227), (12, 0.53789758972970558), (23, 0.030056262409915786)] ['campaign', 'draws', 'close', 'platforms', 'parties', 'defining', 'principles', 'offering', 'solutions', 'national', 'problems', 'presented', 'earnestly', 'considered', 'people', 'months', 'debate', 'republican', 'party', 'finds', 'reason', 'abandonment', 'principles', 'laid', 'views', 'expressed', 'solution', 'problems', 'country', 'principles', 'adheres', 'rooted', 'deeply', 'foundations', 'national', 'life', 'solutions', 'proposes', 'based', 'experience', 'government', 'consciousness', 'responsibility', 'placing', 'solutions', 'action', 'acceptance', 'speech', 'endeavored', 'outline', 'spirit', 'ideals', 'guided', 'carrying', 'platform', 'administration', 'tonight', 'deal', 'multitude', 'issues', 'canvassed', 'intend', 'discuss', 'fundamental', 'principles', 'ideals', 'government', 'united', 'states', 'conducted', 'republican', 'party', 'party', 'progress', 'review', 'seventy', 'years', 'constructive', 'history', 'reflected', 'spirit', 'american', 'people', 'advancement', 'fundamental', 'progress', 'past', 'half', 'years', 'government', 'amidst', 'ruin', 'left', 'war', 'detracts', 'character', 'energy', 'american', 'people', 'minimizes'] Speech # 235 [(3, 0.68008279615620459), (12, 0.25470410124657195), (14, 0.057369935090008796)] ['congress', 'united', 'states', 'congress', 'united', 'states', 'assembled', 'surveying', 'state', 'union', 'met', 'pleasing', 'prospect', 'appears', 'present', 'time', 'domestic', 'field', 'tranquility', 'contentment', 'harmonious', 'relations', 'management', 'wage', 'earner', 'freedom', 'industrial', 'strife', 'highest', 'record', 'years', 'prosperity', 'foreign', 'field', 'peace', 'good', 'mutual', 'understanding', 'knowledge', 'problems', 'short', 'time', 'ago', 'appeared', 'ominous', 'yielding', 'touch', 'manifest', 'friendship', 'great', 'wealth', 'created', 'enterprise', 'industry', 'saved', 'economy', 'widest', 'distribution', 'people', 'steady', 'stream', 'serve', 'charity', 'business', 'world', 'requirements', 'existence', 'passed', 'standard', 'necessity', 'region', 'luxury', 'enlarging', 'production', 'consumed', 'increasing', 'demand', 'hom6', 'ail', 'expanding', 'commerce', 'abroad', 'country', 'regard', 'present', 'satisfaction', 'anticipate', 'future', 'optimism', 'main', 'source', 'unexampled', 'blessings', 'lies', 'integrity', 'character', 'american', 'people', 'great', 'faith'] Speech # 236 [(3, 0.43067706463388172), (6, 0.22623056256983798), (12, 0.34253257635855627)] ['countrymen', 'occasion', 'administration', 'sacred', 'oath', 'assumed', 'american', 'citizen', 'dedication', 'consecration', 'god', 'highest', 'office', 'service', 'people', 'assume', 'trust', 'humility', 'knowledge', 'guidance', 'almighty', 'providence', 'hope', 'discharge', 'everincreasing', 'burdens', 'keeping', 'tradition', 'history', 'express', 'simply', 'directly', 'opinions', 'hold', 'matters', 'present', 'importance', 'progress', 'survey', 'situation', 'nation', 'home', 'abroad', 'find', 'satisfactions', 'find', 'concern', 'emerged', 'losses', 'great', 'war', 'reconstruction', 'increased', 'virility', 'strength', 'strength', 'contributed', 'recovery', 'progress', 'world', 'america', 'renewed', 'hope', 'courage', 'faith', 'government', 'people', 'large', 'view', 'reached', 'higher', 'degree', 'comfort', 'security', 'existed', 'history', 'world', 'liberation', 'widespread', 'poverty', 'reached', 'higher', 'degree', 'individual', 'freedom', 'devotion', 'concern', 'institutions', 'deep', 'sincere', 'steadily', 'building', 'racea', 'civilization', 'great', 'attainments', 'influence', 'high', 'purposes', 'nation'] Speech # 237 [(3, 0.41811447442049915), (6, 0.038977375765334513), (7, 0.5411690193791785)] ['april', '1928', 'result', 'discussions', 'secretary', 'state', 'united', 'states', 'minister', 'foreign', 'affairs', 'france', 'president', 'directed', 'secretary', 'kellogg', 'propose', 'nations', 'world', 'enter', 'binding', 'agreement', 'article', '1the', 'high', 'contracting', 'parties', 'solemnly', 'declare', 'names', 'respective', 'peoples', 'condemn', 'recourse', 'war', 'solution', 'international', 'controversies', 'renounce', 'instrument', 'national', 'policy', 'relations', 'article', '2the', 'high', 'contracting', 'parties', 'agree', 'settlement', 'solution', 'disputes', 'conflicts', 'nature', 'origin', 'arise', 'sought', 'pacific', 'means', 'proposal', 'conscience', 'idealism', 'civilized', 'nations', 'suggested', 'step', 'international', 'law', 'rich', 'meaning', 'pregnant', 'ideas', 'conduct', 'world', 'relations', 'represented', 'platform', 'instant', 'appeal', 'public', 'opinion', 'world', 'specific', 'acts', 'deeds', 'magnificent', 'response', 'world', 'proposals', 'signatory', 'provisions', 'terms', 'treaty', 'deposited', 'washington', 'ratifications', '15', 'signatory', 'nationsthat', 'australia'] Speech # 238 [(0, 0.084797364830871469), (3, 0.21290610324286874), (6, 0.35019727495605868), (12, 0.35104265319648814)] ['president', 'hoover', 'chief', 'justice', 'friends', 'day', 'national', 'consecration', 'day', 'fellow', 'americans', 'expect', 'induction', 'presidency', 'address', 'candor', 'decision', 'present', 'situation', 'people', 'impels', 'preeminently', 'time', 'speak', 'truth', 'truth', 'frankly', 'boldly', 'shrink', 'honestly', 'facing', 'conditions', 'country', 'today', 'great', 'nation', 'endure', 'endured', 'revive', 'prosper', 'assert', 'firm', 'belief', 'thing', 'fear', 'fear', 'itselfnameless', 'unreasoning', 'unjustified', 'terror', 'paralyzes', 'needed', 'efforts', 'convert', 'retreat', 'advance', 'dark', 'hour', 'national', 'life', 'leadership', 'frankness', 'vigor', 'met', 'understanding', 'support', 'people', 'essential', 'victory', 'convinced', 'give', 'support', 'leadership', 'critical', 'days', 'spirit', 'part', 'face', 'common', 'difficulties', 'concern', 'god', 'material', 'things', 'values', 'shrunken', 'fantastic', 'levels', 'taxes', 'risen', 'ability', 'pay', 'fallen', 'government', 'kinds', 'faced', 'curtailment', 'income', 'means', 'exchange'] Speech # 239 [(3, 0.41587257642957631), (12, 0.35179262485694951), (14, 0.23101940259972065)] ['talk', 'minutes', 'people', 'united', 'states', 'bankingwith', 'comparatively', 'understand', 'mechanics', 'banking', 'overwhelming', 'majority', 'banks', 'making', 'deposits', 'drawing', 'checks', 'days', 'steps', 'recognize', 'proclamations', 'state', 'capitols', 'washington', 'legislation', 'treasury', 'regulations', 'couched', 'part', 'banking', 'legal', 'terms', 'explained', 'benefit', 'average', 'citizen', 'owe', 'fortitude', 'good', 'temper', 'accepted', 'inconvenience', 'hardships', 'banking', 'holiday', 'understand', 'washington', 'continue', 'cooperation', 'fully', 'sympathy', 'past', 'week', 'state', 'simple', 'fact', 'deposit', 'money', 'bank', 'bank', 'put', 'money', 'safe', 'deposit', 'vault', 'invests', 'money', 'forms', 'creditbonds', 'commercial', 'paper', 'mortgages', 'kinds', 'loans', 'words', 'bank', 'puts', 'money', 'work', 'wheels', 'industry', 'agriculture', 'turning', 'comparatively', 'small', 'part', 'money', 'put', 'bank', 'currencyan', 'amount', 'normal', 'times', 'wholly', 'sufficient', 'cover', 'cash', 'average', 'citizen', 'words'] Speech # 240 [(3, 0.28230800085785224), (4, 0.059359934520847944), (12, 0.6419013383693889), (20, 0.015720066353334713)] ['sunday', 'night', 'week', 'inauguration', 'radio', 'banking', 'crisis', 'measures', 'taking', 'meet', 'made', 'clear', 'country', 'facts', 'misunderstood', 'general', 'provided', 'means', 'understanding', 'restore', 'confidence', 'tonight', 'weeks', 'time', 'give', 'report', 'spirit', 'means', 'planning', 'months', 'ago', 'facing', 'problems', 'country', 'dying', 'inches', 'dying', 'trade', 'commerce', 'declined', 'dangerously', 'low', 'levels', 'prices', 'basic', 'commodities', 'destroy', 'assets', 'national', 'institutions', 'banks', 'savings', 'banks', 'insurance', 'companies', 'institutions', 'great', 'foreclosing', 'mortgages', 'calling', 'loans', 'refusing', 'credit', 'process', 'destruction', 'property', 'millions', 'people', 'borrowed', 'money', 'property', 'terms', 'dollars', 'level', 'march', '1933', 'situation', 'crisis', 'call', 'complicated', 'consideration', 'economic', 'panaceas', 'fancy', 'plans', 'faced', 'condition', 'theory', 'alternatives', 'foreclosures', 'continue', 'credit', 'withheld', 'money', 'hiding', 'forcing', 'liquidation', 'bankruptcy', 'banks', 'railroads'] Speech # 241 [(3, 0.089536681479327626), (12, 0.90951585346334607)] ['adjournment', 'historical', 'special', 'session', 'congress', 'weeks', 'ago', 'purposely', 'refrained', 'addressing', 'good', 'reasons', 'wanted', 'opportunity', 'quiet', 'thought', 'examine', 'assimilate', 'mental', 'picture', 'crowding', 'events', 'hundred', 'days', 'devoted', 'starting', 'wheels', 'deal', 'wanted', 'weeks', 'set', 'administrative', 'organization', 'fruits', 'careful', 'planning', 'interest', 'set', 'fundamentals', 'planning', 'national', 'recovery', 'make', 'abundantly', 'clear', 'proposals', 'legislation', 'fourth', 'day', 'march', 'collection', 'haphazard', 'schemes', 'orderly', 'component', 'parts', 'connected', 'logical', 'long', 'inauguration', 'day', 'convinced', 'individual', 'effort', 'local', 'effort', 'disjointed', 'federal', 'effort', 'failed', 'necessity', 'fail', 'rounded', 'leadership', 'federal', 'government', 'necessity', 'theory', 'fact', 'leadership', 'beginning', 'preserving', 'strengthening', 'credit', 'united', 'states', 'government', 'leadership', 'possibility', 'years', 'government', 'lived', 'income', 'task', 'bring', 'regular', 'expenses', 'revenues', 'inconsistent', 'government'] Speech # 242 [(3, 0.18063694039244643), (6, 0.1366358586221198), (12, 0.61755761740303006), (24, 0.064362667155769271)] ['months', 'talked', 'people', 'country', 'national', 'problems', 'period', 'things', 'happened', 'glad', 'major', 'part', 'greatly', 'helped', 'wellbeing', 'average', 'citizens', 'step', 'government', 'taking', 'thinking', 'terms', 'average', 'words', 'greatest', 'good', 'greatest', 'number', 'reasonable', 'people', 'expect', 'bring', 'definite', 'benefits', 'person', 'occupation', 'business', 'industry', 'agriculture', 'reasonable', 'person', 'expect', 'short', 'space', 'time', 'machinery', 'put', 'work', 'set', 'locality', '48', 'states', 'country', 'share', 'equally', 'simultaneously', 'trend', 'times', 'picture', 'average', 'territory', 'coast', 'coast', 'average', 'population', '120000000', 'people', 'shows', 'person', 'facts', 'action', 'proud', 'early', 'spring', 'year', 'proportionately', 'people', 'work', 'country', 'nation', 'world', 'fair', 'estimates', 'showed', '12', '13', 'millions', 'unemployed', 'march', 'millions', 'classed', 'unemployed', 'people', 'worked', 'occasionally', 'felt', 'preferred', 'work', 'fair', '10'] Speech # 243 [(3, 0.23000040404163613), (12, 0.48536191880621421), (24, 0.28125760050244031)] ['months', 'talked', 'problems', 'government', 'january', 'vested', 'responsibility', 'engaged', 'fulfillment', 'plans', 'policies', 'widely', 'discussed', 'previous', 'months', 'duty', 'make', 'path', 'clear', 'tread', 'path', 'review', 'achievements', 'session', 'seventythird', 'congress', 'made', 'increasingly', 'clear', 'task', 'essentially', 'completing', 'fortifying', 'work', 'begun', 'march', 'l933', 'easy', 'task', 'congress', 'equal', 'exceptions', 'congress', 'displayed', 'greater', 'freedom', 'mere', 'partisanship', 'peacetime', 'congress', 'administration', 'president', 'washington', 'session', 'distinguished', 'extent', 'variety', 'legislation', 'enacted', 'intelligence', 'good', 'debate', 'measures', 'mention', 'major', 'enactments', 'provided', 'readjustment', 'debt', 'burden', 'corporate', 'municipal', 'bankruptcy', 'acts', 'farm', 'relief', 'act', 'lent', 'hand', 'industry', 'encouraging', 'loans', 'solvent', 'industries', 'unable', 'secure', 'adequate', 'banking', 'institutions', 'strengthened', 'integrity', 'finance', 'regulation', 'securities', 'exchanges', 'provided', 'rational', 'method', 'increasing', 'volume'] Speech # 244 [(3, 0.24933092827629208), (12, 0.70129545672115945), (20, 0.017549616017481371), (23, 0.021591091359508367)] ['months', 'passed', 'talked', 'shortly', 'adjournment', 'congress', 'tonight', 'continue', 'report', 'shortness', 'time', 'defer', 'number', 'subjects', 'date', 'recently', 'notable', 'public', 'questions', 'concerned', 'industry', 'labor', 'respect', 'developments', 'place', 'importance', 'happy', 'report', 'years', 'uncertainty', 'culminating', 'collapse', 'spring', '1933', 'bringing', 'order', 'chaos', 'greater', 'certainty', 'employment', 'labor', 'reasonable', 'wage', 'business', 'fair', 'profit', 'governmental', 'industrial', 'developments', 'hold', 'promise', 'achievements', 'nation', 'men', 'differ', 'form', 'governmental', 'activity', 'respect', 'industry', 'business', 'agreed', 'private', 'enterprise', 'times', 'left', 'assistance', 'reasonable', 'safeguards', 'destroy', 'processes', 'civilization', 'underlying', 'necessity', 'activity', 'strong', 'years', 'ago', 'elihu', 'root', 'significant', 'words', 'give', 'free', 'individual', 'contract', 'tremendous', 'power', 'organization', 'combined', 'great', 'aggregations', 'capital', 'enormous', 'industrial', 'establishments', 'working', 'vast', 'agencies', 'commerce'] Speech # 245 [(3, 0.21406284862274971), (12, 0.52640483995977627), (24, 0.25883885200052359)] ['annual', 'message', 'congress', 'january', 'fourth', 'addressed', 'general', 'public', 'air', 'weeks', 'time', 'congress', 'devoted', 'arduous', 'task', 'formulating', 'legislation', 'countrys', 'welfare', 'made', 'making', 'distinct', 'progress', 'specific', 'measures', 'leave', 'minds', 'clear', 'fact', 'administration', 'congress', 'proceeding', 'haphazard', 'fashion', 'task', 'government', 'steps', 'definite', 'relationship', 'step', 'job', 'creating', 'program', 'nations', 'welfare', 'respects', 'building', 'ship', 'points', 'coast', 'visit', 'build', 'great', 'seagoing', 'ships', 'ships', 'construction', 'steel', 'frames', 'set', 'keel', 'difficult', 'person', 'ships', 'finally', 'sailing', 'high', 'seas', 'confused', 'multitude', 'detailed', 'parts', 'making', 'structure', 'creation', 'instrument', 'man', 'ultimately', 'making', 'national', 'policy', 'objective', 'nation', 'greatly', 'changed', 'years', 'time', 'individual', 'selfinterest', 'group', 'selfishness', 'paramount', 'public', 'thinking', 'general', 'good', 'discount', 'years', 'hard', 'thinking'] Speech # 246 [(6, 0.01945995338081721), (12, 0.17639638928328433), (16, 0.80308469223347045)] ['senator', 'robinson', 'members', 'democratic', 'convention', 'friends', 'community', 'land', 'met', 'time', 'great', 'moment', 'future', 'nation', 'occasion', 'dedicated', 'simple', 'sincere', 'expression', 'attitude', 'problems', 'determination', 'profoundly', 'affect', 'america', 'leader', 'party', 'candidate', 'high', 'office', 'critical', 'hours', 'imposed', 'impose', 'grave', 'responsibility', 'sympathy', 'confidence', 'americans', 'sustained', 'task', 'grateful', 'loyalty', 'salute', 'members', 'great', 'party', 'political', 'life', 'part', 'union', 'salute', 'parties', 'congress', 'united', 'states', 'occasions', 'put', 'partisanship', 'governors', 'states', 'legislatures', 'state', 'local', 'officials', 'participated', 'unselfishly', 'party', 'efforts', 'achieve', 'recovery', 'destroy', 'abuses', 'millions', 'americans', 'borne', 'disaster', 'bravely', 'dared', 'smile', 'storm', 'america', 'forget', 'recent', 'years', 'forget', 'rescue', 'mere', 'party', 'task', 'concern', 'strength', 'rose', 'rallied', 'energies', 'applied', 'rules', 'common', 'sense', 'survived'] Speech # 247 [(3, 0.088872337812477178), (12, 0.47324443644453767), (20, 0.43724229347778759)] ['journey', 'husbandry', 'primarily', 'hand', 'conditions', 'drought', 'states', 'effectively', 'federal', 'local', 'authorities', 'taking', 'care', 'pressing', 'problems', 'relief', 'work', 'defend', 'people', 'country', 'effects', 'future', 'droughts', 'drought', 'devastation', 'states', 'talked', 'families', 'lost', 'wheat', 'crop', 'lost', 'corn', 'crop', 'lost', 'livestock', 'lost', 'water', 'lost', 'garden', 'end', 'summer', 'dollar', 'cash', 'resources', 'facing', 'winter', 'feed', 'food', 'facing', 'planting', 'season', 'seed', 'put', 'ground', 'extreme', 'case', 'thousands', 'thousands', 'families', 'western', 'farms', 'share', 'difficulties', 'cattlemen', 'lack', 'grass', 'lack', 'winter', 'feed', 'compelled', 'sell', 'breeding', 'stock', 'carry', 'coming', 'winter', 'livestock', 'alive', 'water', 'brought', 'long', 'distances', 'tank', 'cars', 'farm', 'families', 'lost', 'made', 'partial', 'crops', 'form', 'continue', 'farming', 'spring', 'forget', 'fields', 'wheat', 'blasted', 'heat'] Speech # 248 [(3, 0.017169849294572836), (6, 0.63124439331325122), (12, 0.2535310532386022), (19, 0.022071644420122508), (20, 0.075160860349997125)] ['senator', 'wagner', 'governor', 'lehman', 'ladies', 'gentlemen', 'eve', 'national', 'election', 'stop', 'moment', 'analyze', 'calmly', 'prejudice', 'effect', 'nation', 'victory', 'major', 'political', 'parties', 'problem', 'electorate', 'deeper', 'vital', 'continuance', 'presidency', 'individual', 'greater', 'issue', 'units', 'humanityit', 'humanity', '1932', 'issue', 'restoration', 'american', 'democracy', 'american', 'people', 'mood', 'win', 'win', '1936', 'issue', 'preservation', 'victory', 'mood', 'win', 'win', 'years', 'ago', 'accepting', 'democratic', 'nomination', 'chicago', 'give', 'win', 'votes', 'win', 'crusade', 'restore', 'america', 'people', 'banners', 'crusade', 'fly', 'van', 'nation', 'march', 'needless', 'repeat', 'details', 'program', 'administration', 'hammering', 'anvils', 'experience', 'amount', 'misrepresentation', 'statistical', 'contortion', 'conceal', 'blur', 'smear', 'record', 'attacks', 'unscrupulous', 'enemies', 'exaggerations', 'overzealous', 'friends', 'serve', 'mislead', 'american', 'people', 'hope', '1932', 'things', 'american', 'people'] Speech # 249 [(6, 0.055944478030488222), (12, 0.1190357573960002), (16, 0.82387690743050757)] ['years', 'ago', 'met', 'inaugurate', 'president', 'republic', 'singleminded', 'anxiety', 'stood', 'spirit', 'dedicated', 'fulfillment', 'visionto', 'speed', 'time', 'people', 'security', 'peace', 'essential', 'pursuit', 'happiness', 'republic', 'pledged', 'drive', 'temple', 'ancient', 'faith', 'profaned', 'end', 'action', 'tireless', 'unafraid', 'stagnation', 'despair', 'day', 'things', 'covenant', 'stop', 'instinctively', 'recognized', 'deeper', 'needthe', 'find', 'government', 'instrument', 'united', 'purpose', 'solve', 'individual', 'everrising', 'problems', 'complex', 'civilization', 'repeated', 'attempts', 'solution', 'aid', 'government', 'left', 'baffled', 'bewildered', 'aid', 'unable', 'create', 'moral', 'controls', 'services', 'science', 'make', 'science', 'servant', 'ruthless', 'master', 'mankind', 'knew', 'find', 'practical', 'controls', 'blind', 'economic', 'forces', 'blindly', 'selfish', 'men', 'republic', 'sensed', 'truth', 'democratic', 'government', 'innate', 'capacity', 'protect', 'people', 'disasters', 'considered', 'inevitable', 'solve', 'problems', 'considered', 'unsolvable'] Speech # 250 [(3, 0.44706987715802798), (6, 0.075053288574738072), (12, 0.30768277606283628), (14, 0.054328037791273515), (19, 0.068152638056918693), (20, 0.045518815038084803)] ['thursday', 'detail', 'economic', 'problems', 'admits', 'face', 'nation', 'messages', 'speech', 'physically', 'impossible', 'answer', 'individually', 'means', 'tonight', 'sitting', 'desk', 'white', 'house', 'make', 'radio', 'report', 'people', 'term', 'office', 'reminded', 'evening', 'march', 'years', 'ago', 'made', 'radio', 'report', 'midst', 'great', 'banking', 'crisis', 'authority', 'congress', 'asked', 'nation', 'turn', 'privately', 'held', 'gold', 'dollar', 'dollar', 'government', 'united', 'states', 'todays', 'recovery', 'proves', 'policy', 'years', 'supreme', 'court', 'constitutionality', 'upheld', 'fivetofour', 'vote', 'change', 'vote', 'thrown', 'affairs', 'great', 'nation', 'back', 'hopeless', 'chaos', 'effect', 'justices', 'ruled', 'private', 'contract', 'exact', 'pound', 'flesh', 'sacred', 'main', 'objectives', 'constitution', 'establish', 'enduring', 'nation', '1933', 'knew', 'economic', 'system', 'completely', 'joint', 'afford', 'risk', 'great', 'depression', 'convinced', 'avoid', 'repetition', 'dark', 'days'] Speech # 251 [(3, 0.17439958692866062), (6, 0.82102921470627754)] ['glad', 'chicago', 'opportunity', 'taking', 'part', 'dedication', 'important', 'project', 'civic', 'betterment', 'trip', 'continent', 'back', 'shown', 'evidences', 'result', 'common', 'sense', 'cooperation', 'municipalities', 'federal', 'government', 'greeted', 'tens', 'thousands', 'americans', 'told', 'word', 'material', 'spiritual', 'wellbeing', 'made', 'great', 'strides', 'forward', 'past', 'years', 'eyes', 'prosperous', 'farms', 'thriving', 'factories', 'busy', 'railroads', 'happiness', 'security', 'peace', 'covers', 'wide', 'land', 'inevitably', 'compelled', 'contrast', 'peace', 'scenes', 'enacted', 'parts', 'world', 'people', 'united', 'states', 'modern', 'conditions', 'sake', 'future', 'give', 'thought', 'rest', 'world', 'responsible', 'executive', 'head', 'nation', 'chosen', 'great', 'inland', 'city', 'gala', 'occasion', 'speak', 'subject', 'definite', 'national', 'importance', 'political', 'situation', 'world', 'late', 'growing', 'progressively', 'worse', 'grave', 'concern', 'anxiety', 'peoples', 'nations', 'live', 'peace', 'amity', 'neighbors'] Speech # 252 [(3, 0.12245962722401194), (6, 0.24612791472223558), (12, 0.52953245870769694), (14, 0.054767439833618536), (20, 0.046499062579844708)] ['afternoon', 'issued', 'proclamation', 'calling', 'special', 'session', 'congress', 'convene', 'monday', 'november', '15', '1937', 'order', 'give', 'congress', 'opportunity', 'important', 'legislation', 'regular', 'session', 'january', 'enable', 'congress', 'avoid', 'lengthy', 'session', 'year', 'extending', 'summer', 'enemies', 'democracy', 'bad', 'business', 'bad', 'tranquility', 'country', 'special', 'session', 'beginning', 'weeks', 'regular', 'session', 'sympathy', 'point', 'view', 'session', 'congress', 'unfortunate', 'intrusion', 'call', 'politics', 'national', 'affairs', 'democracy', 'legislators', 'home', 'congress', 'essential', 'instrument', 'democratic', 'government', 'democratic', 'government', 'considered', 'intruder', 'affairs', 'democratic', 'nation', 'special', 'session', 'immediately', 'important', 'legislation', 'recent', 'trip', 'nation', 'convinces', 'american', 'people', 'immediately', 'legislation', 'referring', 'tonight', 'important', 'part', 'national', 'wellbeing', 'legislation', 'readily', 'discussed', 'regular', 'session', 'charged', 'proposing', 'judging', 'national', 'policies', 'firsthand', 'knowledge', 'nation'] Speech # 253 [(12, 0.45065949686967915), (15, 0.50910522300414396), (20, 0.038842875062742546)] ['appealing', 'people', 'america', 'tonight', 'carrying', 'task', 'important', 'government', 'part', 'essential', 'part', 'greater', 'task', 'finding', 'jobs', 'workers', 'idle', 'fault', 'finding', 'work', 'insufficiently', 'employed', 'surveying', 'workers', 'industry', 'find', 'basis', 'longrange', 'plan', 'reemployment', 'enforced', 'idleness', 'embracing', 'considerable', 'portion', 'people', 'nation', 'wealth', 'natural', 'opportunity', 'paradox', 'challenges', 'ingenuity', 'unemployment', 'bitter', 'galling', 'problems', 'afflicts', 'mankind', 'measure', 'beginning', 'industrial', 'era', 'increased', 'complexity', 'business', 'industry', 'made', 'acute', 'depression', 'made', 'expenditure', 'billions', 'dollars', 'relief', 'publicly', 'created', 'work', 'delayed', 'balancing', 'national', 'budget', 'increased', 'tax', 'burden', 'people', 'addition', 'problem', 'faced', 'national', 'government', 'states', 'local', 'governments', 'sorely', 'pressed', 'meet', 'increased', 'load', 'resulting', 'unemployment', 'problem', 'civilized', 'nationnot', 'solved', 'countries', 'starting', 'huge', 'armament', 'programs'] Speech # 254 [(0, 0.04714492905624184), (3, 0.12410667911280851), (12, 0.72730599907005311), (20, 0.098367177253114502)] ['months', 'spoke', 'people', 'nation', 'state', 'nation', 'hoped', 'defer', 'talk', 'week', 'holy', 'week', 'people', 'country', 'relates', 'closely', 'lives', 'human', 'beings', 'prevention', 'human', 'suffering', 'felt', 'delay', 'decision', 'strengthened', 'thought', 'speaking', 'tonight', 'greater', 'peace', 'mind', 'hope', 'easter', 'real', 'firesides', 'inappropriate', 'encourage', 'peace', 'thinking', 'prince', 'peace', 'years', 'ago', 'faced', 'problem', 'economic', 'social', 'recovery', 'half', 'years', 'recovery', 'proceeded', 'apace', 'past', 'months', 'received', 'visible', 'setback', 'past', 'months', 'waited', 'patiently', 'forces', 'business', 'counteract', 'apparent', 'government', 'longer', 'safely', 'fail', 'aggressive', 'government', 'steps', 'meet', 'recession', 'returned', 'disasters', 'suffering', 'beginning', '1933', 'money', 'bank', 'safe', 'farmers', 'longer', 'deep', 'distress', 'greater', 'purchasing', 'power', 'dangers', 'security', 'speculation', 'minimized', 'national', 'income', '50', 'higher', '1932'] Speech # 255 [(3, 0.14681713023330029), (5, 0.1145608081706459), (6, 0.011131459568717446), (12, 0.39866511436003399), (14, 0.14067436158329186), (19, 0.012104909591784991), (20, 0.17556169428489388)] ['american', 'public', 'american', 'newspapers', 'creatures', 'habit', 'warmest', 'evenings', 'felt', 'washington', 'talk', 'tonight', 'referred', 'fireside', 'talk', 'government', 'happily', 'democracy', 'part', 'democratic', 'process', 'president', 'taking', 'opportunity', 'report', 'progress', 'national', 'affairs', 'report', 'real', 'rulers', 'country', 'voting', 'public', 'seventyfifth', 'congress', 'elected', 'november', '1936', 'platform', 'uncompromisingly', 'liberal', 'adjourned', 'barring', 'unforeseen', 'events', 'session', 'congress', 'elected', 'november', 'assembles', 'january', 'hand', 'seventyfifth', 'congress', 'left', 'things', 'undone', 'refused', 'provide', 'businesslike', 'machinery', 'running', 'executive', 'branch', 'government', 'congress', 'failed', 'meet', 'suggestion', 'farreaching', 'steps', 'put', 'railroads', 'country', 'back', 'feet', 'hand', 'congress', 'striving', 'carry', 'platform', 'elected', 'achieved', 'future', 'good', 'country', 'congress', 'end', 'world', 'war', 'spring', '1933', 'mention', 'tonight', 'important', 'achievements', '1', 'congress', 'improved'] Speech # 256 [(0, 0.99833622183687609)] ['governor', 'davey', 'senator', 'bulkley', 'chairman', 'white', 'people', 'northwest', 'territory', 'long', '1788', 'white', 'men', 'spying', 'land', 'canaan', 'intrepid', 'outpost', 'breed', 'werethe', 'scouts', 'skirmishers', 'great', 'american', 'migration', 'sight', 'smoke', 'neighbors', 'chimneys', 'worried', 'indians', 'redcoats', 'long', '1788', 'kaskaskia', 'vincennes', 'scant', 'seaboard', 'held', 'beloved', 'wilderness', 'themselvesand', 'uswith', 'bare', 'hands', 'long', 'rifles', 'symbol', 'vincennes', 'marietta', 'honor', 'scouts', 'skirmishers', 'celebrate', 'coming', 'type', 'men', 'womenthe', 'battalions', 'organized', 'army', 'occupation', 'transplanted', 'alleghenies', 'civilizations', 'root', 'grew', 'giving', 'expression', 'genius', 'organized', 'colonization', 'carefully', 'planned', 'ordered', 'law', 'men', '1788', 'leif', 'ericsons', 'men', 'vineland', 'spirit', 'adventure', 'men', 'women', 'ohio', 'company', 'marietta', 'men', 'women', 'massachusetts', 'bay', 'company', 'boston', 'organized', 'society', 'unafraid', 'meet', 'temporary'] Speech # 257 [(3, 0.021187359460579008), (6, 0.62123389692435549), (15, 0.35564891905340984)] ['fellow', 'americans', 'friends', 'tonight', 'single', 'duty', 'speak', 'america', 'fourthirty', 'morning', 'hoped', 'hope', 'miracle', 'prevent', 'devastating', 'war', 'europe', 'bring', 'end', 'invasion', 'poland', 'germany', 'long', 'years', 'succession', 'actual', 'wars', 'constant', 'crises', 'shaken', 'entire', 'world', 'threatened', 'case', 'bring', 'gigantic', 'conflict', 'today', 'unhappily', 'fact', 'recall', 'minds', 'consistent', 'time', 'successful', 'efforts', 'government', 'crises', 'throw', 'full', 'weight', 'united', 'states', 'peace', 'spite', 'spreading', 'wars', 'reason', 'maintain', 'national', 'policy', 'fundamental', 'moralities', 'teachings', 'religion', 'continuation', 'efforts', 'restore', 'peace', 'day', 'time', 'distant', 'greater', 'crippled', 'humanity', 'point', 'unfortunate', 'events', 'recent', 'years', 'question', 'based', 'force', 'threat', 'force', 'clear', 'outbreak', 'great', 'war', 'influence', 'america', 'consistent', 'seeking', 'humanity', 'final', 'peace', 'eliminate', 'continued', 'force', 'nations'] Speech # 258 [(6, 0.18547900501982201), (9, 0.027702883659687438), (12, 0.28912353429553961), (15, 0.37607423526254008), (18, 0.082194109985620739), (24, 0.034062643546493909)] ['friends', 'moment', 'sadness', 'world', 'talk', 'number', 'subjects', 'directly', 'affect', 'future', 'united', 'states', 'shocked', 'incredible', 'eyewitness', 'stories', 'stories', 'happening', 'moment', 'civilian', 'populations', 'norway', 'holland', 'belgium', 'luxembourg', 'france', 'sabbath', 'evening', 'word', 'behalf', 'women', 'children', 'men', 'present', 'distress', 'seas', 'free', 'give', 'tonight', 'peaceful', 'roads', 'belgium', 'france', 'millions', 'moving', 'running', 'homes', 'escape', 'bombs', 'shells', 'fire', 'machine', 'gunning', 'shelter', 'wholly', 'food', 'stumble', 'knowing', 'end', 'road', 'remind', 'speak', 'people', 'listening', 'tonight', 'helping', 'american', 'red', 'cross', 'represents', 'rushing', 'food', 'clothing', 'medical', 'supplies', 'destitute', 'civilian', 'millions', 'beg', 'give', 'means', 'nearest', 'red', 'cross', 'chapter', 'give', 'generously', 'common', 'humanity', 'sit', 'pressing', 'problems', 'confront', 'past', 'closed', 'eyes', 'events', 'abroad', 'believed', 'utter'] Speech # 259 [(3, 0.18507683914705136), (6, 0.79856587526657596), (18, 0.015212942283241108)] ['president', 'newcomb', 'friends', 'university', 'virginia', 'notice', 'program', 'asked', 'address', 'class', '1940', 'avail', 'privilege', 'apt', 'occasion', 'speak', 'classes', 'graduated', 'years', 'classes', 'period', 'study', 'schools', 'learning', 'nation', 'classes', 'great', 'schools', 'experience', 'words', 'cross', 'section', 'country', 'graduate', 'today', 'cross', 'section', 'nation', 'generation', 'young', 'men', 'women', 'america', 'questions', 'world', 'time', 'simple', 'difficult', 'questions', 'questions', 'work', 'opportunities', 'find', 'ambitions', 'satisfy', 'history', 'republic', 'kind', 'question', 'presents', 'itselfa', 'question', 'asks', 'future', 'individual', 'generation', 'future', 'country', 'future', 'american', 'people', 'time', 'beginning', 'history', 'nation', 'young', 'people', 'asked', 'days', 'lay', 'ahead', 'united', 'states', 'time', 'seemingly', 'endless', 'years', 'war', 'states', 'young', 'men', 'young', 'women', 'sides', 'line', 'asked', 'trades', 'professions', 'enter', 'lives'] Speech # 260 [(3, 0.16917665476517582), (6, 0.48205345178205955), (9, 0.012829557956208697), (12, 0.089462207506693592), (14, 0.22814507519400748)] ['members', 'conventionmy', 'friends', 'late', 'felt', 'speak', 'wait', 'tomorrow', 'full', 'heart', 'speak', 'tonight', 'confess', 'mixed', 'feelingsbecause', 'find', 'sooner', 'lifetime', 'conflict', 'deep', 'personal', 'desire', 'retirement', 'hand', 'quiet', 'invisible', 'thing', 'called', 'conscience', 'selfappointed', 'commentators', 'interpreters', 'seek', 'misinterpret', 'question', 'motives', 'speak', 'personal', 'vein', 'trust', 'good', 'faith', 'common', 'sense', 'american', 'people', 'accept', 'good', 'faith', 'interpreting', '1936', 'chosen', 'voters', 'time', 'president', 'firm', 'intention', 'turn', 'responsibilities', 'government', 'hands', 'end', 'term', 'conviction', 'remained', 'years', 'presidency', 'period', 'bleak', 'depression', 'covering', 'world', 'crisis', 'entitle', 'man', 'relaxation', 'honorable', 'retirement', 'spring', '1939', 'world', 'events', 'made', 'clear', 'blind', 'partisan', 'great', 'war', 'europe', 'possibility', 'probability', 'war', 'necessity', 'deeply', 'affect', 'future', 'nation', 'conflict', 'broke', 'september'] Speech # 261 [(6, 0.53994227214237012), (9, 0.3818194643327894), (12, 0.024452387642351307), (18, 0.04789625238592559)] ['friends', 'fireside', 'chat', 'war', 'talk', 'national', 'security', 'nub', 'purpose', 'president', 'children', 'grandchildren', 'lastditch', 'war', 'preservation', 'american', 'independence', 'things', 'american', 'independence', 'means', 'tonight', 'presence', 'world', 'crisis', 'mind', 'back', 'years', 'night', 'midst', 'domestic', 'crisis', 'time', 'wheels', 'american', 'industry', 'grinding', 'full', 'stop', 'banking', 'system', 'country', 'ceased', 'function', 'remember', 'sat', 'study', 'white', 'house', 'preparing', 'talk', 'people', 'united', 'states', 'eyes', 'picture', 'americans', 'talking', 'workmen', 'mills', 'mines', 'factories', 'girl', 'counter', 'small', 'shopkeeper', 'farmer', 'spring', 'plowing', 'widows', 'men', 'wondering', 'lifes', 'savings', 'convey', 'great', 'mass', 'american', 'people', 'banking', 'crisis', 'meant', 'daily', 'lives', 'tonight', 'thing', 'people', 'crisis', 'faces', 'america', 'met', 'issue', '1933', 'courage', 'realism', 'face', 'crisis', 'threat', 'security', 'nation'] Speech # 262 [(3, 0.084455678209669566), (6, 0.53357974545110332), (9, 0.26997288581896728), (12, 0.10867510861454521)] ['president', 'speaker', 'members', '77th', 'congress', 'address', 'members', '77th', 'congress', 'moment', 'unprecedented', 'history', 'union', 'word', 'unprecedented', 'previous', 'time', 'american', 'security', 'threatened', 'today', 'permanent', 'formation', 'government', 'constitution', '1789', 'periods', 'crisis', 'history', 'related', 'domestic', 'affairs', 'fortunately', 'thesethe', 'fouryear', 'war', 'statesever', 'threatened', 'national', 'unity', 'today', 'god', '130', 'million', 'americans', '48', 'states', 'forgotten', 'points', 'compass', 'national', 'unity', 'true', 'prior', '1914', 'united', 'states', 'disturbed', 'events', 'continents', 'engaged', 'wars', 'european', 'nations', 'number', 'undeclared', 'wars', 'west', 'indies', 'mediterranean', 'pacific', 'maintenance', 'american', 'rights', 'principles', 'peaceful', 'commerce', 'case', 'threat', 'raised', 'national', 'safety', 'continued', 'independence', 'seek', 'convey', 'historic', 'truth', 'united', 'states', 'nation', 'times', 'maintained', 'clear', 'definite', 'opposition', 'attempt', 'lock', 'ancient', 'chinese'] Speech # 263 [(6, 0.072482242908237682), (16, 0.92573134932454071)] ['national', 'day', 'inauguration', '1789', 'people', 'renewed', 'sense', 'dedication', 'united', 'states', 'washingtons', 'day', 'task', 'people', 'create', 'weld', 'nation', 'lincolns', 'day', 'task', 'people', 'preserve', 'nation', 'disruption', 'day', 'task', 'people', 'save', 'nation', 'institutions', 'disruption', 'time', 'midst', 'swift', 'happenings', 'pause', 'moment', 'stockto', 'recall', 'place', 'history', 'rediscover', 'risk', 'real', 'peril', 'isolation', 'real', 'peril', 'inaction', 'lives', 'nations', 'determined', 'count', 'years', 'lifetime', 'human', 'spirit', 'life', 'man', 'threescore', 'years', 'ten', 'life', 'nation', 'fullness', 'measure', 'live', 'men', 'doubt', 'men', 'democracy', 'form', 'government', 'frame', 'life', 'limited', 'measured', 'kind', 'mystical', 'artificial', 'fate', 'unexplained', 'reason', 'tyranny', 'slavery', 'surging', 'wave', 'futureand', 'freedom', 'ebbing', 'tide', 'americans', 'true', 'years', 'ago', 'life', 'republic', 'frozen', 'fatalistic', 'terror'] Speech # 264 [(6, 0.39310686656884553), (12, 0.10737206275929413), (18, 0.12067576436103626), (23, 0.37737723744677049)] ['dinner', 'white', 'house', 'correspondents', 'association', 'unique', 'made', 'speech', 'years', 'differs', 'press', 'conferences', 'hold', 'week', 'questions', 'tonight', 'word', 'word', 'record', 'years', 'helping', 'informed', 'news', 'washington', 'nation', 'world', 'point', 'view', 'presidency', 'realize', 'giving', 'great', 'deal', 'information', 'people', 'country', 'thinking', 'press', 'conferences', 'dinner', 'tonight', 'include', 'reporters', 'representing', 'papers', 'news', 'agencies', 'lands', 'matter', 'constant', 'amazement', 'press', 'conferences', 'exist', 'nation', 'world', 'true', 'lands', 'freedoms', 'existwhere', 'purposes', 'democracy', 'characteristics', 'country', 'people', 'distorted', 'misunderstandings', 'remember', 'quarter', 'century', 'ago', 'early', 'days', 'world', 'war', 'german', 'government', 'received', 'solemn', 'assurances', 'representatives', 'united', 'states', 'people', 'america', 'disunited', 'cared', 'peace', 'price', 'preservation', 'ideals', 'freedom', 'riots', 'revolutions', 'united', 'states', 'nation', 'asserted', 'interests', 'dictators'] Speech # 265 [(6, 0.109440091504721), (9, 0.84655393968482151), (12, 0.027361106845175894), (18, 0.016210977667709656)] ['speaking', 'tonight', 'white', 'house', 'presence', 'governing', 'board', 'pan', 'american', 'union', 'canadian', 'minister', 'families', 'members', 'board', 'ambassadors', 'ministers', 'american', 'republics', 'washington', 'unity', 'american', 'republics', 'supreme', 'importance', 'freedom', 'world', 'future', 'independence', 'bound', 'future', 'independence', 'sister', 'republics', 'pressing', 'problems', 'confront', 'military', 'naval', 'problems', 'afford', 'approach', 'point', 'view', 'wishful', 'thinkers', 'sentimentalists', 'face', 'cold', 'hard', 'fact', 'fundamental', 'fact', 'started', 'european', 'war', 'developed', 'nazis', 'intended', 'develop', 'world', 'war', 'world', 'domination', 'adolf', 'hitler', 'considered', 'domination', 'europe', 'end', 'european', 'conquest', 'step', 'ultimate', 'goals', 'continents', 'unmistakably', 'apparent', 'advance', 'hitlerism', 'forcibly', 'checked', 'western', 'hemisphere', 'range', 'nazi', 'weapons', 'destruction', 'defense', 'undertaken', 'measures', 'joined', 'concluding', 'series', 'agreements', 'american', 'republics', 'solidified', 'hemisphere', 'common'] Speech # 266 [(9, 0.99924587588365754)] ['fellow', 'americans', 'navy', 'department', 'united', 'states', 'reported', 'morning', 'september', 'fourth', 'united', 'states', 'destroyer', 'greer', 'proceeding', 'full', 'daylight', 'iceland', 'reached', 'point', 'southeast', 'greenland', 'carrying', 'american', 'mail', 'iceland', 'flying', 'american', 'flag', 'identity', 'american', 'ship', 'unmistakable', 'attacked', 'submarine', 'germany', 'admits', 'german', 'submarine', 'submarine', 'deliberately', 'fired', 'torpedo', 'greer', 'torpedo', 'attack', 'spite', 'hitlers', 'propaganda', 'bureau', 'invented', 'spite', 'american', 'obstructionist', 'organization', 'prefer', 'blunt', 'fact', 'german', 'submarine', 'fired', 'american', 'destroyer', 'warning', 'deliberate', 'design', 'sink', 'destroyer', 'time', 'waters', 'government', 'united', 'states', 'declared', 'waters', 'selfdefense', 'surrounding', 'outposts', 'american', 'protection', 'atlantic', 'north', 'atlantic', 'outposts', 'established', 'iceland', 'greenland', 'labrador', 'newfoundland', 'waters', 'pass', 'ships', 'flags', 'bear', 'food', 'supplies', 'civilians', 'bear', 'material', 'war'] Speech # 267 [(3, 0.13490471989131464), (9, 0.17913386001975951), (14, 0.096725207179841149), (15, 0.22557570396802248), (18, 0.36042164254391812)] ['vice', 'president', 'speaker', 'members', 'senate', 'house', 'representatives', 'yesterday', 'december', '7', '1941a', 'date', 'live', 'infamythe', 'united', 'states', 'america', 'suddenly', 'deliberately', 'attacked', 'naval', 'air', 'forces', 'empire', 'japan', 'united', 'states', 'peace', 'nation', 'solicitation', 'japan', 'conversation', 'government', 'emperor', 'maintenance', 'peace', 'pacific', 'hour', 'japanese', 'air', 'squadrons', 'commenced', 'bombing', 'american', 'island', 'oahu', 'japanese', 'ambassador', 'united', 'states', 'colleague', 'delivered', 'secretary', 'state', 'formal', 'reply', 'recent', 'american', 'message', 'reply', 'stated', 'useless', 'continue', 'existing', 'diplomatic', 'negotiations', 'contained', 'threat', 'hint', 'war', 'armed', 'attack', 'recorded', 'distance', 'hawaii', 'japan', 'makes', 'obvious', 'attack', 'deliberately', 'planned', 'days', 'weeks', 'ago', 'intervening', 'time', 'japanese', 'government', 'deliberately', 'sought', 'deceive', 'united', 'states', 'false', 'statements', 'expressions', 'hope', 'continued', 'peace', 'attack'] Speech # 268 [(3, 0.022158159694585667), (6, 0.29388926850792607), (9, 0.40023692145685447), (12, 0.024288189993004295), (18, 0.25874135400105863)] ['fellow', 'americans', 'sudden', 'criminal', 'attacks', 'perpetrated', 'japanese', 'pacific', 'provide', 'climax', 'decade', 'international', 'immorality', 'powerful', 'resourceful', 'gangsters', 'banded', 'make', 'war', 'human', 'race', 'challenge', 'flung', 'united', 'states', 'america', 'japanese', 'treacherously', 'violated', 'longstanding', 'peace', 'american', 'soldiers', 'sailors', 'killed', 'enemy', 'action', 'american', 'ships', 'sunk', 'american', 'airplanes', 'destroyed', 'congress', 'people', 'united', 'states', 'accepted', 'challenge', 'free', 'peoples', 'fighting', 'maintain', 'live', 'world', 'neighbors', 'freedom', 'common', 'decency', 'fear', 'assault', 'prepared', 'full', 'record', 'past', 'relations', 'japan', 'submitted', 'congress', 'begins', 'visit', 'commodore', 'parry', 'japan', 'eightyeight', 'years', 'ago', 'ends', 'visit', 'japanese', 'emissaries', 'secretary', 'state', 'sunday', 'hour', 'japanese', 'forces', 'loosed', 'bombs', 'machine', 'guns', 'flag', 'forces', 'citizens', 'utmost', 'confidence', 'americans', 'today', 'thousand', 'years'] Speech # 269 [(3, 0.27321391082289398), (6, 0.51014520294694188), (18, 0.20350655787031932)] ['congress', 'morning', 'december', 'eleventh', 'government', 'germany', 'pursuing', 'world', 'conquest', 'declared', 'war', 'united', 'states', 'long', 'long', 'expected', 'place', 'forces', 'endeavoring', 'enslave', 'entire', 'world', 'moving', 'hemisphere', 'greater', 'challenge', 'life', 'liberty', 'civilization', 'delay', 'invites', 'greater', 'danger', 'rapid', 'united', 'effort', 'peoples', 'world', 'determined', 'remain', 'free', 'insure', 'world', 'victory', 'forces', 'justice', 'righteousness', 'forces', 'savagery', 'barbarism', 'italy', 'declared', 'war', 'united', 'states', 'request', 'congress', 'recognize', 'state', 'war', 'united', 'states', 'germany', 'united', 'states', 'italy'] Speech # 270 [(6, 0.1063738710963249), (18, 0.8905398706917369)] ['fellow', 'americans', 'washingtons', 'birthday', 'occasion', 'talk', 'things', 'today', 'things', 'future', 'years', 'general', 'washington', 'continental', 'army', 'faced', 'continually', 'formidable', 'odds', 'recurring', 'defeats', 'supplies', 'equipment', 'lacking', 'sense', 'winter', 'valley', 'forge', '13', 'states', 'existed', 'columnists', 'selfish', 'men', 'jealous', 'men', 'fearful', 'men', 'proclaimed', 'washingtons', 'hopeless', 'negotiated', 'peace', 'washingtons', 'conduct', 'hard', 'times', 'provided', 'model', 'americans', 'model', 'moral', 'stamina', 'held', 'charted', 'declaration', 'independence', 'brave', 'men', 'served', 'knew', 'mans', 'life', 'fortune', 'secure', 'freedom', 'free', 'institutions', 'present', 'great', 'struggle', 'taught', 'increasingly', 'freedom', 'person', 'security', 'property', 'world', 'depend', 'security', 'rights', 'obligations', 'liberty', 'justice', 'world', 'war', 'kind', 'war', 'wars', 'past', 'methods', 'weapons', 'geography', 'warfare', 'terms', 'continent', 'island', 'sea', 'airlane', 'world'] Speech # 271 [(3, 0.17193051963729283), (6, 0.10055438376932407), (9, 0.049929916881255518), (12, 0.13560638054126908), (18, 0.48938520744386166), (20, 0.023919501239807992), (24, 0.023717609568312325)] ['fellow', 'americans', 'months', 'attacked', 'pearl', 'harbor', 'years', 'prior', 'attack', 'country', 'gearing', 'high', 'level', 'production', 'munitions', 'war', 'efforts', 'dislocate', 'normal', 'lives', 'dispatched', 'strong', 'forces', 'army', 'navy', 'hundred', 'thousand', 'bases', 'battlefronts', 'thousands', 'miles', 'home', 'stepped', 'war', 'production', 'scale', 'testing', 'industrial', 'power', 'engineering', 'genius', 'economic', 'structure', 'utmost', 'illusions', 'fact', 'tough', 'job', 'long', 'american', 'warships', 'combat', 'north', 'south', 'atlantic', 'arctic', 'mediterranean', 'indian', 'ocean', 'north', 'south', 'pacific', 'american', 'troops', 'stations', 'south', 'america', 'greenland', 'iceland', 'british', 'isles', 'east', 'middle', 'east', 'east', 'continent', 'australia', 'islands', 'pacific', 'american', 'war', 'planes', 'manned', 'americans', 'flying', 'actual', 'combat', 'continents', 'oceans', 'european', 'front', 'important', 'development', 'past', 'year', 'question', 'crushing', 'counteroffensive', 'part', 'great'] Speech # 272 [(11, 0.64389614551658081), (12, 0.077088399716731565), (18, 0.27831425954748068)] ['friends', 'americans', 'people', 'read', 'citations', 'medals', 'recommended', 'soldiers', 'sailors', 'marines', 'picking', 'citations', 'tells', 'accomplishments', 'lieutenant', 'john', 'james', 'powers', 'united', 'states', 'navy', 'days', 'battles', 'japanese', 'forces', 'coral', 'sea', 'days', 'lieutenant', 'powers', 'flying', 'divebomber', 'face', 'blasting', 'enemy', 'antiaircraft', 'fire', 'demolished', 'large', 'enemy', 'gunboat', 'put', 'gunboat', 'commission', 'severely', 'damaged', 'aircraft', 'tender', 'twentythousandton', 'transport', 'scored', 'direct', 'hit', 'aircraft', 'carrier', 'burst', 'flames', 'sank', 'official', 'citation', 'describes', 'morning', 'day', 'battle', 'pilots', 'squadron', 'left', 'ready', 'room', 'man', 'planes', 'lieutenant', 'powers', 'remember', 'folks', 'back', 'home', 'counting', 'hit', 'lay', 'flight', 'deck', 'led', 'section', 'target', 'altitude', '18000', 'feet', 'wall', 'bursting', 'antiaircraft', 'shells', 'swarms', 'enemy', 'planes', 'dived', 'deck', 'enemy', 'carrier', 'release'] Speech # 273 [(3, 0.11358395146662825), (6, 0.23693047071779166), (9, 0.012640078985223074), (12, 0.18730159995525755), (18, 0.26526166116806527), (20, 0.02616003526260301), (24, 0.14790545848853998)] ['fellow', 'americans', 'recently', 'back', 'trip', 'inspection', 'camps', 'training', 'stations', 'war', 'factories', 'main', 'thing', 'observed', 'trip', 'news', 'plain', 'fact', 'american', 'people', 'united', 'determination', 'job', 'nation', 'hundred', 'thirty', 'million', 'free', 'men', 'women', 'children', 'great', 'fighting', 'force', 'soldiers', 'sailors', 'civilians', 'fighting', 'war', 'airplanes', 'miles', 'continent', 'europe', 'islands', 'pacific', 'fighting', 'mines', 'deep', 'doom', 'earth', 'pennsylvania', 'montana', 'decorated', 'medals', 'heroic', 'achievement', 'deep', 'permanent', 'satisfaction', 'playing', 'honorable', 'part', 'great', 'struggle', 'save', 'democratic', 'civilization', 'individual', 'circumstances', 'opportunities', 'spirit', 'good', 'americans', 'allies', 'win', 'main', 'thing', 'trip', 'country', 'unbeatable', 'spirit', 'leaders', 'germany', 'japan', 'agree', 'conclusions', 'unable', 'make', 'trip', 'reason', 'carrying', 'war', 'effort', 'overseas', 'passing', 'week', 'war', 'increases', 'scope', 'intensity'] Speech # 274 [(6, 0.69816559304180248), (9, 0.016024950111947805), (12, 0.039340865009456896), (18, 0.24602011345980304)] ['vice', 'president', 'speaker', 'members', '78th', 'congress', '78th', 'congress', 'assembles', 'great', 'moments', 'history', 'nation', 'past', 'year', 'crucial', 'modern', 'civilization', 'coming', 'year', 'filled', 'violent', 'conflictsyet', 'high', 'promise', 'things', 'appraise', 'events', '1942', 'relative', 'importance', 'exercise', 'sense', 'proportion', 'importance', 'american', 'scene', 'inspiring', 'proof', 'great', 'qualities', 'fighting', 'men', 'demonstrated', 'qualities', 'adversity', 'victory', 'long', 'flag', 'flies', 'capitol', 'americans', 'honor', 'soldiers', 'sailors', 'marines', 'fought', 'battles', 'war', 'overwhelming', 'odds', 'heroes', 'living', 'dead', 'wake', 'bataan', 'guadalcanal', 'java', 'sea', 'midway', 'north', 'atlantic', 'convoys', 'unconquerable', 'spirit', 'live', 'forever', 'largest', 'important', 'developments', 'worldwide', 'strategic', 'picture', '1942', 'events', 'long', 'fronts', 'russia', 'implacable', 'defense', 'stalingrad', 'offensives', 'russian', 'armies', 'points', 'started', 'part', 'november', 'roll', 'great'] Speech # 275 [(1, 0.18805497546467004), (3, 0.096100990632274438), (6, 0.079482717196298069), (11, 0.10785203862079575), (12, 0.21799824079068975), (18, 0.27903125901771592), (24, 0.021068739669152417)] ['fellow', 'americans', 'speaking', 'tonight', 'american', 'people', 'citizens', 'coal', 'miners', 'tonight', 'country', 'faces', 'crisis', 'engaged', 'war', 'successful', 'outcome', 'depend', 'future', 'country', 'war', 'reached', 'critical', 'phase', 'years', 'spent', 'preparation', 'moved', 'active', 'continuing', 'battle', 'enemies', 'pouring', 'worldwide', 'conflict', 'young', 'men', 'vast', 'resources', 'nation', 'returned', 'weeks', 'tour', 'inspection', 'men', 'trained', 'war', 'materials', 'made', 'trip', 'twenty', 'states', 'thousands', 'workers', 'production', 'line', 'making', 'airplanes', 'guns', 'ammunition', 'found', 'great', 'eagerness', 'war', 'men', 'women', 'working', 'long', 'hours', 'difficult', 'jobs', 'living', 'difficult', 'conditions', 'complaint', 'thousands', 'miles', 'track', 'countless', 'acres', 'newly', 'ploughed', 'fields', 'farmers', 'country', 'planting', 'crops', 'needed', 'feed', 'armed', 'forces', 'civilian', 'population', 'allies', 'crops', 'harvested', 'trip', 'hundreds', 'thousands', 'soldiers'] Speech # 276 [(3, 0.040396101956473508), (6, 0.075460143759585097), (9, 0.034215788703004242), (18, 0.40324513699411718), (24, 0.4461166573199391)] ['fellow', 'americans', 'year', 'half', 'ago', 'congress', 'militarists', 'berlin', 'rome', 'tokyo', 'started', 'war', 'massed', 'angered', 'forces', 'common', 'humanity', 'finish', 'today', 'prophecy', 'process', 'fulfilled', 'massed', 'angered', 'forces', 'common', 'humanity', 'march', 'forward', 'russian', 'front', 'vast', 'pacific', 'area', 'europe', 'converging', 'ultimate', 'objectives', 'berlin', 'tokyo', 'crack', 'axis', 'criminal', 'corrupt', 'fascist', 'regime', 'italy', 'pieces', 'pirate', 'philosophy', 'fascists', 'nazis', 'stand', 'adversity', 'military', 'superiority', 'united', 'nations', 'sea', 'land', 'air', 'applied', 'place', 'time', 'hitler', 'refused', 'send', 'sufficient', 'save', 'mussolini', 'fact', 'hitlers', 'troops', 'sicily', 'stole', 'italians', 'motor', 'equipment', 'leaving', 'italian', 'soldiers', 'stranded', 'choice', 'surrender', 'germans', 'betrayed', 'italian', 'allies', 'time', 'time', 'russian', 'front', 'long', 'retreat', 'egypt', 'libya', 'tripoli', 'final', 'surrender', 'tunisia'] Speech # 277 [(18, 0.8984229364488916), (20, 0.099870198986897418)] ['fellow', 'americans', 'time', 'years', 'ago', 'city', 'middle', 'west', 'threatened', 'destructive', 'flood', 'great', 'river', 'waters', 'risen', 'top', 'banks', 'man', 'woman', 'child', 'city', 'called', 'fill', 'sand', 'bags', 'order', 'defend', 'homes', 'rising', 'waters', 'days', 'nights', 'destruction', 'death', 'stared', 'face', 'result', 'grim', 'determined', 'community', 'effort', 'city', 'stands', 'people', 'levees', 'peak', 'flood', 'joined', 'desperate', 'job', 'business', 'men', 'workers', 'farmers', 'doctors', 'preachers', 'people', 'races', 'town', 'living', 'symbol', 'community', 'cooperation', 'accomplish', 'today', 'kind', 'community', 'effort', 'larger', 'united', 'nations', 'peoples', 'levees', 'civilization', 'high', 'prevent', 'floods', 'aggression', 'barbarism', 'wholesale', 'murder', 'engulfing', 'flood', 'raging', 'years', 'beginning', 'gain', 'waters', 'receded', 'relax', 'sweating', 'work', 'sand', 'bags', 'war', 'bond', 'campaign', 'filling', 'bags', 'placing'] Speech # 278 [(6, 0.75524730828080289), (9, 0.016254379227905274), (13, 0.081294489324183317), (18, 0.14171362708806598)] ['declaration', 'powers', 'president', 'united', 'states', 'prime', 'minister', 'great', 'britain', 'premier', 'soviet', 'union', 'met', 'days', 'past', 'capital', 'ally', 'iran', 'shaped', 'confirmed', 'common', 'policy', 'express', 'determination', 'nations', 'work', 'war', 'peace', 'follow', 'warour', 'military', 'staffs', 'joined', 'roundtable', 'discussions', 'concerted', 'plans', 'destruction', 'german', 'forces', 'reached', 'complete', 'agreement', 'scope', 'timing', 'operations', 'undertaken', 'east', 'west', 'south', 'common', 'understanding', 'reached', 'guarantees', 'victory', 'peacewe', 'concord', 'win', 'enduring', 'peace', 'recognize', 'fully', 'supreme', 'responsibility', 'resting', 'united', 'nations', 'make', 'peace', 'command', 'good', 'overwhelming', 'mass', 'peoples', 'world', 'banish', 'scourge', 'terror', 'war', 'generations', 'diplomatic', 'advisers', 'surveyed', 'problems', 'future', 'seek', 'cooperation', 'active', 'participation', 'nations', 'large', 'small', 'peoples', 'heart', 'mind', 'dedicated', 'peoples', 'elimination', 'tyranny', 'slavery'] Speech # 279 [(3, 0.033735664846204799), (6, 0.58431555258414891), (9, 0.020616670980840801), (11, 0.019599116272592327), (18, 0.25951688916816268), (21, 0.079134302400051218)] ['friends', 'recently', 'returned', 'extensive', 'journeying', 'region', 'mediterranean', 'borders', 'russia', 'conferred', 'leaders', 'britain', 'russia', 'china', 'military', 'matters', 'present', 'plans', 'steppingup', 'successful', 'attack', 'enemies', 'quickly', 'points', 'compass', 'christmas', 'eve', 'ten', 'million', 'men', 'armed', 'forces', 'united', 'states', 'year', 'ago', '1700000', 'serving', 'overseas', 'today', 'figure', 'doubled', '3800000', 'duty', 'overseas', 'july', 'number', 'overseas', 'rise', '5000000', 'men', 'women', 'world', 'war', 'demonstrated', 'arrangements', 'made', 'overseas', 'broadcasting', 'agencies', 'time', 'speak', 'today', 'soldiers', 'sailors', 'marines', 'merchant', 'seamen', 'part', 'world', 'fixing', 'time', 'broadcast', 'consideration', 'moment', 'united', 'states', 'caribbean', 'northeast', 'coast', 'south', 'america', 'afternoon', 'alaska', 'hawaii', 'midpacific', 'morning', 'iceland', 'great', 'britain', 'north', 'africa', 'italy', 'middle', 'east', 'evening', 'southwest', 'pacific', 'australia', 'china'] Speech # 280 [(3, 0.12968397933678985), (6, 0.25027865687651207), (12, 0.19993975406383993), (18, 0.13155817955418567), (20, 0.28796471752491154)] ['today', 'annual', 'message', 'congress', 'required', 'constitution', 'custom', 'deliver', 'annual', 'messages', 'person', 'broadcast', 'nation', 'intended', 'follow', 'custom', 'year', 'great', 'people', 'flu', 'practically', 'recovered', 'doctor', 'simply', 'permit', 'leave', 'white', 'house', 'capitol', 'newspapers', 'united', 'states', 'print', 'message', 'full', 'anxious', 'american', 'people', 'opportunity', 'hear', 'recommended', 'congress', 'fateful', 'year', 'historyand', 'reasons', 'recommendations', 'nation', 'past', 'years', 'active', 'partner', 'worlds', 'greatest', 'war', 'human', 'slavery', 'joined', 'likeminded', 'people', 'order', 'defend', 'world', 'gravely', 'threatened', 'gangster', 'rule', 'americans', 'content', 'mere', 'survival', 'sacrifices', 'allies', 'making', 'impose', 'sacred', 'obligation', 'war', 'children', 'gain', 'mere', 'survival', 'united', 'determination', 'war', 'interim', 'leads', 'disasterthat', 'repeat', 'tragic', 'errors', 'ostrich', 'isolationism', 'hull', 'moscow', 'october', 'cairo', 'teheran', 'november', 'knew'] Speech # 281 [(6, 0.13604166091480432), (9, 0.010858100697514415), (18, 0.3147633201255976), (24, 0.52829815939873448)] ['friends', 'yesterday', 'june', 'fourth', '1944', 'rome', 'fell', 'american', 'allied', 'troops', 'axis', 'capitals', 'hands', 'significant', 'capitals', 'fall', 'longest', 'history', 'story', 'rome', 'back', 'time', 'foundations', 'civilization', 'monuments', 'time', 'rome', 'romans', 'controlled', 'world', 'significant', 'united', 'nations', 'determined', 'future', 'city', 'race', 'control', 'world', 'addition', 'monuments', 'older', 'times', 'rome', 'great', 'symbol', 'christianity', 'reached', 'part', 'world', 'shrines', 'churches', 'places', 'churches', 'shrines', 'rome', 'visible', 'symbols', 'faith', 'determination', 'early', 'saints', 'martyrs', 'christianity', 'live', 'universal', 'tonight', 'source', 'deep', 'satisfaction', 'freedom', 'pope', 'vatican', 'city', 'assured', 'armies', 'united', 'nations', 'significant', 'rome', 'liberated', 'armed', 'forces', 'nations', 'american', 'british', 'armies', 'bore', 'chief', 'burdens', 'battle', 'found', 'sides', 'north', 'american', 'neighbors', 'gallant', 'canadians', 'fighting', 'zealanders'] Speech # 282 [(2, 0.49975033346251907), (18, 0.49689554103997957)] ['ladies', 'gentlemen', 'fighting', 'men', 'overseas', 'today', 'appointed', 'stations', 'farflung', 'battlefronts', 'world', 'home', 'proud', 'fighting', 'men', 'decidedly', 'anxious', 'times', 'ahead', 'forget', 'continue', 'forge', 'weapons', 'victory', 'hundreds', 'thousands', 'items', 'large', 'small', 'essential', 'waging', 'war', 'major', 'task', 'start', 'major', 'task', 'worst', 'time', 'war', 'worker', 'leaving', 'machine', 'peacetime', 'job', 'continue', 'provide', 'government', 'funds', 'waging', 'war', 'payment', 'taxes', 'obligation', 'american', 'citizenship', 'purchase', 'war', 'bonds', 'act', 'free', 'choice', 'citizen', 'make', 'guidance', 'conscience', 'purchase', 'war', 'bonds', 'stamps', 'win', 'war', 'happy', 'report', 'tonight', 'approximately', 'sixtyseven', 'million', 'persons', 'earn', 'form', 'income', 'including', 'armed', 'forces', 'eightyone', 'million', 'persons', 'children', 'bought', 'war', 'bonds', 'bought', 'hundred', 'million', 'individual', 'bonds', 'purchases', 'totaled', 'thirtytwo'] Speech # 283 [(6, 0.91305671147288059), (12, 0.016044632891438381), (18, 0.069598803345982771)] ['accept', 'nomination', 'offered', 'mein', 'spite', 'desire', 'retire', 'quiet', 'private', 'life', 'convention', 'aware', 'sought', 'gain', 'nation', 'asked', 'continue', 'wholly', 'years', 'armed', 'forces', 'allies', 'gained', 'complete', 'victory', 'germany', 'japan', 'sooner', 'world', 'peaceunder', 'system', 'hope', 'prevent', 'world', 'war', 'event', 'time', 'hands', 'full', 'opportunity', 'realize', 'ideals', 'seek', 'elections', 'people', 'united', 'states', 'transcended', 'party', 'affiliation', 'democrats', 'forwardlooking', 'republicans', 'millions', 'independent', 'voters', 'turned', 'progressive', 'leadershipa', 'leadership', 'sought', 'consistentlyand', 'fair', 'successto', 'advance', 'lot', 'average', 'american', 'citizen', 'forgotten', 'period', 'war', 'confident', 'continue', 'kind', 'liberalism', 'build', 'safer', 'economy', 'future', 'understand', 'decision', 'expressed', 'formally', 'tonight', 'based', 'solely', 'sense', 'obligation', 'serve', 'called', 'people', 'united', 'states', 'campaign', 'usual', 'sense', 'office', 'days', 'tragic'] Speech # 284 [(4, 0.29760169151328997), (6, 0.69791050360808204)] ['chief', 'justice', 'vice', 'president', 'friends', 'understand', 'agree', 'form', 'inauguration', 'simple', 'words', 'americans', 'today', 'allies', 'passing', 'period', 'supreme', 'test', 'test', 'courageof', 'resolveof', 'wisdomof', 'essential', 'democracy', 'meet', 'testsuccessfully', 'honorablywe', 'perform', 'service', 'historic', 'importance', 'men', 'women', 'children', 'honor', 'time', 'stand', 'today', 'solemn', 'oath', 'office', 'presence', 'fellow', 'countrymenin', 'presence', 'godi', 'americas', 'purpose', 'fail', 'days', 'years', 'work', 'ajust', 'honorable', 'peace', 'durable', 'peace', 'today', 'work', 'fight', 'total', 'victory', 'war', 'achieve', 'peace', 'strive', 'perfection', 'achieve', 'immediatelybut', 'strive', 'make', 'mistakesbut', 'mistakes', 'result', 'faintness', 'heart', 'abandonment', 'moral', 'principle', 'remember', 'schoolmaster', 'dr', 'peabody', 'days', 'secure', 'untroubled', 'things', 'life', 'run', 'smoothly', 'rising', 'heightsthen', 'reverse', 'start', 'downward', 'great', 'fact', 'remember', 'trend', 'civilization'] Speech # 285 [(3, 0.20681988939101748), (6, 0.46394826278373125), (9, 0.20256790497881233), (12, 0.026477238494270187), (14, 0.05397023399217242), (18, 0.041984280653588654)] ['defeat', 'germany', 'considered', 'determined', 'military', 'plans', 'allied', 'powers', 'final', 'defeat', 'common', 'enemy', 'military', 'staffs', 'allied', 'nations', 'met', 'daily', 'meetings', 'conference', 'meetings', 'satisfactory', 'point', 'view', 'resulted', 'closer', 'coordination', 'military', 'effort', 'allies', 'fullest', 'information', 'interchanged', 'timing', 'scope', 'coordination', 'powerful', 'blows', 'launched', 'armies', 'air', 'forces', 'heart', 'germany', 'east', 'west', 'north', 'south', 'fully', 'agreed', 'planned', 'detail', 'combined', 'military', 'plans', 'made', 'execute', 'close', 'working', 'partnership', 'staffs', 'attained', 'conference', 'result', 'shortening', 'war', 'meetings', 'staffs', 'continued', 'future', 'arises', 'nazi', 'germany', 'doomed', 'german', 'people', 'make', 'cost', 'defeat', 'heavier', 'attempting', 'continue', 'hopeless', 'resistance', 'occupation', 'control', 'germany', 'agreed', 'common', 'policies', 'plans', 'enforcing', 'unconditional', 'surrender', 'terms', 'impose', 'nazi', 'germany', 'german', 'armed'] Speech # 286 [(3, 0.055699967923132601), (6, 0.77963835322032526), (9, 0.039151570290314588), (14, 0.018490378747959432), (18, 0.1066669961321617)] ['hope', 'pardon', 'unusual', 'posture', 'sitting', 'presentation', 'realize', 'makes', 'lot', 'easier', 'carry', 'ten', 'pounds', 'steel', 'bottom', 'legs', 'fact', 'completed', 'fourteenthousandmile', 'trip', 'good', 'home', 'long', 'journey', 'hope', 'agree', 'fruitful', 'speaking', 'frankness', 'question', 'fruitful', 'lies', 'great', 'extent', 'hands', 'halls', 'american', 'congress', 'support', 'american', 'peopleconcur', 'general', 'conclusions', 'reached', 'yalta', 'give', 'active', 'support', 'meeting', 'produced', 'lasting', 'results', 'earliest', 'hour', 'return', 'make', 'personal', 'report', 'youand', 'time', 'people', 'country', 'months', 'earnest', 'work', 'ahead', 'feel', 'stone', 'laid', 'structure', 'international', 'peace', 'achievement', 'america', 'worked', 'steadfastly', 'unselfishlytogether', 'returning', 'tripthat', 'farrefreshed', 'inspired', 'entire', 'time', 'ill', 'arrived', 'back', 'washington', 'heard', 'rumors', 'occurred', 'absence', 'returned', 'trip', 'refreshed', 'inspired', 'roosevelts', 'suspect', 'averse', 'travel', 'thrive'] Speech # 287 [(6, 0.83858314730715233), (12, 0.14567452403815895), (18, 0.014657248506576313)] ['speaker', 'president', 'members', 'congress', 'heavy', 'heart', 'stand', 'friends', 'colleagues', 'congress', 'united', 'states', 'yesterday', 'laid', 'rest', 'mortal', 'remains', 'beloved', 'president', 'franklin', 'delano', 'roosevelt', 'time', 'words', 'inadequate', 'eloquent', 'tribute', 'reverent', 'silence', 'decisive', 'hour', 'world', 'events', 'moving', 'rapidly', 'silence', 'misunderstood', 'give', 'comfort', 'enemies', 'infinite', 'wisdom', 'almighty', 'god', 'fit', 'great', 'man', 'loved', 'beloved', 'humanity', 'man', 'possibly', 'fill', 'tremendous', 'void', 'left', 'passing', 'noble', 'soul', 'words', 'ease', 'aching', 'hearts', 'untold', 'millions', 'race', 'creed', 'color', 'world', 'lost', 'heroic', 'champion', 'justice', 'freedom', 'tragic', 'fate', 'thrust', 'grave', 'responsibilities', 'carry', 'departed', 'leader', 'looked', 'backward', 'looked', 'forward', 'moved', 'forward', 'america', 'blood', 'shed', 'ideals', 'cherish', 'franklin', 'delano', 'roosevelt', 'lived', 'died', 'dare', 'permit'] Speech # 288 [(6, 0.71595199819041766), (15, 0.19960669056383604), (18, 0.081385755689803954)] ['solemn', 'glorious', 'hour', 'franklin', 'roosevelt', 'lived', 'witness', 'day', 'general', 'eisenhower', 'informs', 'forces', 'germany', 'surrendered', 'united', 'nations', 'flags', 'freedom', 'fly', 'europe', 'victory', 'join', 'offering', 'providence', 'guided', 'sustained', 'dark', 'days', 'adversity', 'rejoicing', 'sobered', 'subdued', 'supreme', 'consciousness', 'terrible', 'price', 'paid', 'rid', 'world', 'hitler', 'evil', 'band', 'forget', 'fellow', 'americans', 'sorrow', 'heartache', 'today', 'abide', 'homes', 'neighborsneighbors', 'priceless', 'possession', 'rendered', 'sacrifice', 'redeem', 'liberty', 'repay', 'debt', 'owe', 'god', 'dead', 'children', 'workby', 'ceaseless', 'devotion', 'responsibilities', 'lie', 'ahead', 'give', 'single', 'watchword', 'coming', 'months', 'word', 'iswork', 'work', 'work', 'work', 'finish', 'war', 'victory', 'halfwon', 'west', 'free', 'east', 'bondage', 'treacherous', 'tyranny', 'japanese', 'japanese', 'division', 'surrendered', 'unconditionally', 'fighting', 'job', 'work', 'bind', 'wounds', 'suffering'] Speech # 289 [(4, 0.70602806091272408), (12, 0.095969627799027138), (18, 0.1961916116995259)] ['sixteen', 'hours', 'ago', 'american', 'airplane', 'dropped', 'bomb', 'hiroshima', 'important', 'japanese', 'army', 'base', 'bomb', 'power', '20000', 'tons', 'tnt', 'thousand', 'times', 'blast', 'power', 'british', 'grand', 'slam', 'largest', 'bomb', 'history', 'warfare', 'japanese', 'began', 'war', 'air', 'pearl', 'harbor', 'repaid', 'fold', 'end', 'bomb', 'added', 'revolutionary', 'increase', 'destruction', 'supplement', 'growing', 'power', 'armed', 'forces', 'present', 'form', 'bombs', 'production', 'powerful', 'forms', 'development', 'atomic', 'bomb', 'harnessing', 'basic', 'power', 'universe', 'force', 'sun', 'draws', 'power', 'loosed', 'brought', 'war', 'east', '1939', 'accepted', 'belief', 'scientists', 'theoretically', 'release', 'atomic', 'energy', 'knew', 'practical', 'method', '1942', 'knew', 'germans', 'working', 'feverishly', 'find', 'add', 'atomic', 'energy', 'engines', 'war', 'hoped', 'enslave', 'world', 'failed', 'grateful', 'providence', 'germans', 'v1s', 'v2s', 'late'] Speech # 290 [(3, 0.14210404790888767), (6, 0.73402917684860436), (18, 0.12330019421768043)] ['fellow', 'americans', 'returned', 'berlin', 'city', 'germans', 'intended', 'rule', 'world', 'ghost', 'city', 'buildings', 'ruins', 'economy', 'people', 'ruins', 'party', 'visited', 'left', 'frankfurt', 'darmstadt', 'flew', 'remains', 'kassel', 'magdeburg', 'devastated', 'cities', 'german', 'women', 'children', 'men', 'wandering', 'highways', 'returning', 'bombedout', 'homes', 'leaving', 'bombed', 'cities', 'searching', 'food', 'shelter', 'war', 'home', 'germany', 'german', 'people', 'home', 'frightfulness', 'german', 'leaders', 'started', 'waged', 'german', 'people', 'beginning', 'atone', 'crimes', 'gangsters', 'power', 'wholeheartedly', 'approved', 'obediently', 'terrific', 'destruction', 'war', 'brought', 'occupied', 'countries', 'western', 'europe', 'england', 'glad', 'home', 'grateful', 'almighty', 'god', 'land', 'spared', 'spare', 'ravages', 'future', 'breach', 'peace', 'united', 'states', 'territory', 'profit', 'selfish', 'advantage', 'war', 'maintain', 'military', 'bases', 'complete', 'protection', 'interests', 'world', 'peace', 'bases'] Speech # 291 [(6, 0.86717059385292283), (18, 0.13098940614682678)] ['thoughts', 'hopes', 'americaindeed', 'civilized', 'worldare', 'centered', 'tonight', 'battleship', 'missouri', 'small', 'piece', 'american', 'soil', 'anchored', 'tokyo', 'harbor', 'japanese', 'officially', 'laid', 'arms', 'signed', 'terms', 'unconditional', 'surrender', 'years', 'ago', 'thoughts', 'fears', 'civilized', 'world', 'centered', 'piece', 'american', 'soilpearl', 'harbor', 'mighty', 'threat', 'civilization', 'began', 'laid', 'rest', 'long', 'road', 'tokyoand', 'bloody', 'forget', 'pearl', 'harbor', 'japanese', 'militarists', 'forget', 'uss', 'missouri', 'evil', 'japanese', 'war', 'lords', 'repaired', 'forgotten', 'power', 'destroy', 'kill', 'armies', 'left', 'navy', 'impotent', 'sense', 'gratitude', 'almighty', 'god', 'sustained', 'allies', 'dark', 'days', 'grave', 'danger', 'made', 'grow', 'weakness', 'strongest', 'fighting', 'force', 'history', 'overcome', 'forces', 'tyranny', 'sought', 'destroy', 'civilization', 'god', 'grant', 'pride', 'hour', 'forget', 'hard', 'tasks', 'approach', 'courage', 'zeal', 'patience'] Speech # 292 [(6, 0.23085136057170016), (18, 0.085218733260331928), (21, 0.68312698645984538)] ['mayor', 'la', 'guardia', 'ladies', 'gentlemen', 'grateful', 'magnificent', 'reception', 'today', 'great', 'city', 'york', 'representative', 'gallant', 'men', 'women', 'naval', 'forces', 'behalf', 'york', 'joins', 'rest', 'nation', 'paying', 'honor', 'tribute', 'million', 'fighting', 'americans', 'navy', 'marine', 'corps', 'coast', 'guardand', 'ships', 'carried', 'victory', 'opposite', 'sides', 'world', 'oceans', 'navy', 'opened', 'highway', 'armies', 'air', 'forces', 'united', 'states', 'landed', 'gallant', 'men', 'millions', 'beachheads', 'final', 'triumph', 'fighting', 'murmansk', 'english', 'channel', 'tyrrhenian', 'sea', 'midway', 'guadalcanal', 'leyte', 'gulf', 'okinawathey', 'won', 'greatest', 'naval', 'victories', 'history', 'brothers', 'arms', 'army', 'air', 'force', 'men', 'merchant', 'marine', 'helped', 'win', 'mankind', 'world', 'opportunity', 'live', 'peace', 'dignityand', 'hope', 'security', 'harbor', 'rivers', 'york', 'city', 'ports', 'coasts', 'rivers', 'country', 'ships', 'mighty'] Speech # 293 [(3, 0.1499175614145303), (6, 0.44860191203818556), (12, 0.028863333588784092), (15, 0.37176526598070858)] ['president', 'speaker', 'members', 'congress', 'united', 'states', 'gravity', 'situation', 'confronts', 'world', 'today', 'necessitates', 'appearance', 'joint', 'session', 'congress', 'foreign', 'policy', 'national', 'security', 'country', 'involved', 'aspect', 'present', 'situation', 'present', 'time', 'consideration', 'decision', 'concerns', 'greece', 'turkey', 'united', 'states', 'received', 'greek', 'government', 'urgent', 'appeal', 'financial', 'economic', 'assistance', 'preliminary', 'reports', 'american', 'economic', 'mission', 'greece', 'reports', 'american', 'ambassador', 'greece', 'corroborate', 'statement', 'greek', 'government', 'assistance', 'imperative', 'greece', 'survive', 'free', 'nation', 'american', 'people', 'congress', 'turn', 'deaf', 'ear', 'appeal', 'greek', 'government', 'greece', 'rich', 'country', 'lack', 'sufficient', 'natural', 'resources', 'forced', 'greek', 'people', 'work', 'hard', 'make', 'ends', 'meet', '1940', 'industrious', 'peace', 'loving', 'country', 'suffered', 'invasion', 'years', 'cruel', 'enemy', 'occupation', 'bitter', 'internal', 'strife'] Speech # 294 [(3, 0.11894926476715641), (12, 0.84526357067219904), (14, 0.034610693972263212)] ['fellow', 'countrymen', 'noon', 'today', 'congress', 'message', 'vetoing', 'tafthartley', 'labor', 'bill', 'vetoed', 'bill', 'convinced', 'bad', 'bill', 'bad', 'labor', 'bad', 'management', 'bad', 'country', 'hoped', 'congress', 'send', 'labor', 'bill', 'sign', 'legislation', 'correct', 'abuses', 'field', 'labor', 'relations', 'january', 'made', 'specific', 'recommendations', 'congress', 'kind', 'labor', 'legislation', 'immediately', 'urged', 'congress', 'provide', 'commission', 'made', 'representatives', 'congress', 'public', 'labor', 'management', 'study', 'entire', 'field', 'labor', 'management', 'relations', 'suggest', 'additional', 'laws', 'proposals', 'accepted', 'great', 'majority', 'people', 'fair', 'congress', 'accepted', 'recommendations', 'today', 'basis', 'improved', 'labormanagement', 'relations', 'gladly', 'signed', 'labor', 'bill', 'direction', 'stable', 'peaceful', 'labor', 'relationseven', 'drawn', 'wished', 'signed', 'bill', 'doubtful', 'features', 'good', 'bill', 'tafthartley', 'bill', 'shocking', 'piece', 'legislation', 'unfair', 'working', 'people'] Speech # 295 [(3, 0.13651727495218544), (6, 0.55192557685236487), (12, 0.23008271181169851), (14, 0.079846529406806824)] ['chairman', 'mrs', 'roosevelt', 'senator', 'morse', 'distinguished', 'guests', 'ladies', 'gentlemen', 'happy', 'present', 'closing', 'session', '38th', 'annual', 'conference', 'national', 'association', 'advancement', 'colored', 'people', 'occasion', 'meeting', 'lincoln', 'memorial', 'affords', 'opportunity', 'congratulate', 'association', 'effective', 'work', 'improvement', 'democratic', 'processes', 'talk', 'briefly', 'civil', 'rights', 'human', 'freedom', 'deep', 'conviction', 'reached', 'turning', 'point', 'long', 'history', 'countrys', 'efforts', 'guarantee', 'freedom', 'equality', 'citizens', 'recent', 'events', 'united', 'states', 'abroad', 'made', 'realize', 'important', 'today', 'insure', 'americans', 'enjoy', 'rights', 'americans', 'americans', 'civil', 'rights', 'laws', 'written', 'early', 'years', 'republic', 'traditions', 'built', 'precious', 'laws', 'drawn', 'memory', 'fresh', 'mens', 'minds', 'tyranny', 'absentee', 'government', 'written', 'protect', 'citizen', 'tyrannical', 'act', 'government', 'country', 'content', 'civil', 'liberties', 'program', 'emphasizes', 'protection'] Speech # 296 [(12, 0.16143571583124863), (14, 0.07558210486281941), (19, 0.052247760771553742), (20, 0.27077680865606596), (23, 0.43914952907012988)] ['microphones', 'leave', 'doingas', 'honor', 'conferred', 'continue', 'deserve', 'accept', 'nomination', 'convention', 'unanimous', 'nomination', 'good', 'friend', 'colleague', 'senator', 'barkley', 'kentucky', 'great', 'man', 'great', 'public', 'servant', 'senator', 'barkley', 'win', 'election', 'make', 'republicans', 'itdont', 'forget', 'wrong', 'prove', 'minutes', 'convention', 'met', 'express', 'reaffirm', 'beliefs', 'democratic', 'party', 'differences', 'opinion', 'democratic', 'differences', 'settled', 'majority', 'vote', 'time', 'beat', 'common', 'enemy', 'working', 'victory', 'great', 'victory', 'habit', 'party', 'elected', 'times', 'succession', 'convinced', 'elected', 'time', 'november', 'reason', 'people', 'democratic', 'party', 'peoples', 'party', 'republican', 'party', 'party', 'special', 'interest', 'record', 'democratic', 'party', 'written', 'accomplishments', '16', 'years', 'repeat', 'ably', 'convention', 'keynote', 'speaker', 'candidate', 'vice', 'president', 'permanent', 'chairman', 'confidence', 'security', 'brought', 'people', 'democratic', 'party', 'farm'] Speech # 297 [(12, 0.033733692575802568), (19, 0.15051281334155089), (20, 0.3916253455406381), (23, 0.42127100568451398)] ['introduction', 'good', 'prophet', 'wonderful', 'tour', 'today', 'beginning', 'rock', 'island', 'ill', 'town', 'iowa', 'ill', 'stop', 'ill', 'regret', 'place', 'crowds', 'theyve', 'exceedingly', 'cordial', 'feel', 'iowa', 'beginning', 'wake', 'situation', 'november', '2', 'wont', 'voting', 'democratic', 'reason', 'democratic', 'party', 'gave', 'farmers', 'price', 'support', 'program', 'soil', 'conservation', 'rural', 'electrification', 'crop', 'insurance', 'progressive', 'measures', 'kind', 'led', 'greatest', 'prosperity', 'farmer', 'farmer', 'history', 'world', '1932', '123000', 'farmers', 'united', 'states', 'lost', 'farms', '1947', '800', 'farms', 'foreclosed', 'greatest', 'record', 'history', '1932', 'farmers', 'hopelessly', 'debt', 'indebtedness', 'reduced', '50', 'percent', '18', 'billion', 'assets', 'people', 'united', 'states', 'back', 'condition', 'labor', 'receiving', 'average', '45', 'cents', 'hour', 'farmer', '3', 'cents', 'hogs', '15', 'cents', 'corn', 'burning', 'corn'] Speech # 298 [(1, 0.43019099287334117), (6, 0.27078132608792993), (20, 0.28729434770373302)] ['mayor', 'fellow', 'townsmen', 'citizens', 'great', 'county', 'named', 'andrew', 'jackson', 'turnout', 'celebrate', 'victorynot', 'victory', 'victory', 'democratic', 'party', 'people', 'inform', 'mayor', 'protocol', 'window', 'independence', 'citizen', 'town', 'taxpayer', 'treated', 'rest', 'taxpayers', 'community', 'treated', 'extend', 'city', 'limits', 'celebration', 'country', 'world', 'simple', 'reason', 'tremendous', 'responsibility', 'responsibility', 'single', 'carry', 'responsibility', 'welfare', 'great', 'republic', 'welfare', 'peace', 'world', 'large', 'begin', 'people', 'responsible', 'democratic', 'party', 'winning', 'great', 'election', 'indebted', 'win', 'single', 'individually', 'carry', 'democratic', 'platform', 'promised', 'speeches', 'country', 'congress', 'make', 'progress', '4', 'years'] Speech # 299 [(3, 0.052049407615688222), (6, 0.69967266469994149), (12, 0.15288341408169748), (16, 0.092539407421374412)] ['vice', 'president', 'chief', 'justice', 'fellow', 'citizens', 'accept', 'humility', 'honor', 'american', 'people', 'conferred', 'accept', 'resolve', 'welfare', 'nation', 'peace', 'world', 'performing', 'duties', 'office', 'prayers', 'encouragement', 'support', 'tasks', 'face', 'difficult', 'accomplish', 'work', 'period', 'national', 'history', 'special', 'challenges', 'confront', 'momentous', 'past', 'today', 'marks', 'beginning', 'administration', 'period', 'eventful', 'decisive', 'world', 'lot', 'experience', 'large', 'measure', 'bring', 'major', 'turning', 'point', 'long', 'history', 'human', 'race', 'half', 'century', 'marked', 'unprecedented', 'brutal', 'attacks', 'rights', 'man', 'frightful', 'wars', 'history', 'supreme', 'time', 'men', 'learn', 'live', 'peace', 'harmony', 'peoples', 'earth', 'face', 'future', 'grave', 'uncertainty', 'composed', 'equally', 'great', 'hopes', 'great', 'fears', 'time', 'doubt', 'united', 'states', 'good', 'strength', 'wise', 'leadership', 'fitting', 'occasion', 'proclaim', 'world', 'essential'] Speech # 300 [(6, 0.56689010749447055), (14, 0.13416612404208206), (18, 0.26236469386381173), (21, 0.027993379596502829)] ['fellow', 'americans', 'talk', 'plainly', 'tonight', 'korea', 'policy', 'east', 'simplest', 'terms', 'korea', 'prevent', 'world', 'war', 'people', 'country', 'recognized', 'fact', 'june', 'warmly', 'supported', 'decision', 'government', 'republic', 'korea', 'communist', 'aggressors', 'persons', 'applauded', 'decision', 'defend', 'korea', 'forgotten', 'basic', 'reason', 'action', 'korea', 'june', 'today', 'remind', 'true', 'communists', 'kremlin', 'engaged', 'monstrous', 'conspiracy', 'stamp', 'freedom', 'world', 'succeed', 'united', 'states', 'numbered', 'principal', 'victims', 'clear', 'united', 'states', 'cannotand', 'notsit', 'idly', 'await', 'foreign', 'conquest', 'question', 'time', 'meet', 'threat', 'meet', 'time', 'meet', 'threat', 'beginning', 'easier', 'put', 'fire', 'beginning', 'small', 'roaring', 'blaze', 'meet', 'threat', 'aggression', 'peaceloving', 'nations', 'act', 'act', 'picked', 'policies', '1930sif', 'free', 'countries', 'acted', 'crush', 'aggression', 'dictators', 'acted', 'beginning', 'aggression', 'smallthere'] Speech # 301 [(8, 0.95915571934549371), (14, 0.014136053370149681), (20, 0.025263235494351419)] ['dr', 'murphy', 'distinguished', 'guests', 'mayor', 'delegates', '29th', 'annual', 'convention', 'columbia', 'scholastic', 'press', 'association', 'afraid', 'admonition', 'dr', 'murphy', 'glad', 'didntwhen', 'told', 'make', 'noise', 'broadcast', 'happy', 'today', 'pleasure', 'talk', 'young', 'people', 'run', 'school', 'papers', 'great', 'country', 'school', 'editor', 'high', 'school', 'paper', 'independence', 'mo', 'edition', 'charlie', 'ross', 'kids', 'number', 'gleam', 'named', 'admonition', 'tennysons', 'poem', 'follow', 'follow', 'gleam', 'follow', 'trouble', 'today', 'careful', 'end', 'living', 'white', 'house', 'wonderful', 'experience', 'spite', 'troubles', 'life', 'interested', 'presidency', 'presidents', 'chosen', 'remember', 'presidential', 'nominating', 'convention', 'attended', 'kansas', 'city', 'mo', '1900', 'bryan', 'nominated', 'time', 'democratic', 'nomination', 'presidency', '16', 'enjoyed', 'convention', 'thought', 'man', 'bryan', 'greatest', 'orator', 'time', 'president', 'roosevelt', 'great', 'progressives', 'times'] Speech # 302 [(6, 0.48437469880912304), (12, 0.064142787420748346), (19, 0.22649905007933155), (20, 0.22435659801907251)] ['chairman', 'vice', 'president', 'speaker', 'chairman', 'democratic', 'committee', 'distinguished', 'guests', 'fellow', 'democrats', 'happy', 'tonight', 'makes', 'jeffersonjackson', 'dinners', 'spoken', 'city', 'washington', 'hope', 'attend', 'capacity', 'wonderful', 'dinners', 'things', 'dinners', 'fact', 'political', 'meetings', 'political', 'meetings', 'politics', 'politicsgood', 'politicsis', 'public', 'service', 'life', 'occupation', 'man', 'find', 'greater', 'opportunity', 'serve', 'community', 'country', 'politics', '30', 'years', 'greater', 'satisfaction', 'career', 'precinct', 'president', 'bit', 'proud', 'career', 'tonight', 'interested', 'presidential', 'election', 'year', 'view', 'fact', 'thought', 'give', 'analysis', 'political', 'situation', 'political', 'situation', 'country', 'complicated', 'find', 'key', 'simple', 'thing', 'republicans', 'office', '20', 'long', 'yearsand', 'desperate', 'back', 'office', 'control', 'country', '20', 'years', 'republicans', 'wandering', 'political', 'desertlike', 'camels', 'oasis', 'drink', 'thing', 'camels', 'find', 'pretty', 'republican'] Speech # 303 [(15, 0.67683498263410813), (19, 0.30204248819153795), (20, 0.019002788918822414)] ['fellow', 'americans', 'tonight', 'candidate', 'vice', 'presidency', 'man', 'honesty', 'integrity', 'questioned', 'usual', 'political', 'thing', 'charges', 'made', 'ignore', 'deny', 'giving', 'details', 'weve', 'united', 'states', 'present', 'administration', 'washington', 'dc', 'office', 'vice', 'presidency', 'united', 'states', 'great', 'office', 'feel', 'people', 'confidence', 'integrity', 'men', 'run', 'office', 'obtain', 'theory', 'answer', 'smear', 'honest', 'misunderstanding', 'facts', 'truth', 'im', 'tonight', 'side', 'case', 'read', 'charge', 'youve', 'heard', 'senator', 'nixon', '18000', 'group', 'supporters', 'wrong', 'wrongim', 'incidentally', 'wrong', 'illegal', 'isnt', 'question', 'legal', 'illegal', 'isnt', 'question', 'morally', 'wrong', 'morally', 'wrong', '18000', 'senator', 'nixon', 'personal', 'morally', 'wrong', 'secretly', 'secretly', 'handled', 'morally', 'wrong', 'contributors', 'special', 'favors', 'contributions', 'made', 'answer', 'questions', 'cent', '18000', 'money', 'type', 'personal', 'penny'] Speech # 304 [(6, 0.24693378308098671), (14, 0.057924348084647664), (19, 0.32469034988088191), (20, 0.15132215077638661), (23, 0.21709374476715942)] ['happy', 'today', 'remember', 'wonderful', 'reception', 'gave', '1948', 'appreciated', 'johnstown', 'voted', 'adlai', 'stevenson', 'wont', 'country', 'telling', 'people', 'facts', 'truth', 'stake', 'election', 'important', 'fact', 'important', 'civil', 'war', 'pointing', 'real', 'essential', 'differences', 'parties', 'democratic', 'party', 'heart', 'plain', 'everyday', 'people', 'country', 'franklin', 'roosevelts', 'deal', 'harry', 'trumans', 'fair', 'deal', 'republican', 'party', 'hand', 'servant', 'big', 'banks', 'big', 'industry', 'real', 'estate', 'lobby', 'oil', 'lobby', 'rest', 'crew', 'profits', 'ahead', 'people', 'reason', 'careful', 'election', 'oil', 'lobby', 'real', 'estate', 'lobby', 'china', 'lobby', 'national', 'association', 'manufacturers', 'man', 'washington', 'represents', 'people', 'elected', 'people', 'peoples', 'lobbyist', 'president', 'united', 'states', 'mighty', 'careful', 'put', 'special', 'interests', 'special', 'lobbies', 'fought', 'deal', 'fair', 'deal', 'beginning', 'fighting', 'back'] Speech # 305 [(0, 0.023395996885191762), (6, 0.48648539881191705), (14, 0.41022695847692792), (18, 0.019593078807249829), (23, 0.050420422951383492)] ['fellow', 'americans', 'happy', 'opportunity', 'talk', 'leave', 'white', 'house', 'tuesday', 'general', 'eisenhower', 'inaugurated', 'president', 'united', 'states', 'short', 'time', 'president', 'takes', 'oath', 'office', 'train', 'back', 'home', 'independence', 'missouri', 'plain', 'private', 'citizen', 'great', 'republic', 'inauguration', 'day', 'great', 'demonstration', 'democratic', 'process', 'glad', 'part', 'itglad', 'general', 'eisenhower', 'success', 'begins', 'termglad', 'world', 'chance', 'simply', 'peacefully', 'american', 'system', 'transfers', 'vast', 'power', 'presidency', 'hands', 'good', 'object', 'lesson', 'democracy', 'proud', '2', 'months', 'make', 'transfer', 'orderly', 'talked', 'successor', 'affairs', 'country', 'foreign', 'domestic', 'cabinet', 'officers', 'talked', 'successors', 'general', 'eisenhower', 'associates', 'cooperated', 'fully', 'effort', 'orderly', 'transfer', 'party', 'place', 'history', 'real', 'precedent', 'set', 'speaking', 'tonight', 'revelations', 'makeno', 'political', 'statementsno', 'policy', 'announcements', 'simply', 'things'] Speech # 306 [(3, 0.044762198661897235), (6, 0.64402198225519935), (16, 0.29106686479874283), (24, 0.015500463303792881)] ['friends', 'begin', 'expression', 'thoughts', 'deem', 'moment', 'permit', 'privilege', 'uttering', 'private', 'prayer', 'bow', 'heads', 'almighty', 'god', 'stand', 'moment', 'future', 'associates', 'executive', 'branch', 'government', 'join', 'beseeching', 'thou', 'make', 'full', 'complete', 'dedication', 'service', 'people', 'throng', 'fellow', 'citizens', 'give', 'pray', 'power', 'discern', 'wrong', 'words', 'actions', 'governed', 'laws', 'land', 'pray', 'concern', 'people', 'station', 'race', 'calling', 'cooperation', 'permitted', 'mutual', 'aim', 'concepts', 'constitution', 'hold', 'differing', 'political', 'faiths', 'work', 'good', 'beloved', 'country', 'thy', 'glory', 'amen', 'fellow', 'citizens', 'world', 'passed', 'midway', 'point', 'century', 'continuing', 'challenge', 'sense', 'faculties', 'forces', 'good', 'evil', 'massed', 'armed', 'opposed', 'rarely', 'history', 'fact', 'defines', 'meaning', 'day', 'summoned', 'honored', 'historic', 'ceremony', 'witness', 'act', 'citizen', 'swearing', 'oath', 'service'] Speech # 307 [(6, 0.99924646781780158)] ['spring', '1953', 'free', 'world', 'weighs', 'question', 'chance', 'peace', 'peoples', 'weigh', 'chance', 'summon', 'instantly', 'mind', 'recent', 'moment', 'great', 'decision', 'hopeful', 'spring', '1945', 'bright', 'promise', 'victory', 'freedom', 'hope', 'men', 'moment', 'lasting', 'peace', '8', 'years', 'passed', 'hope', 'waver', 'grow', 'dim', 'die', 'shadow', 'fear', 'darkly', 'lengthened', 'world', 'today', 'hope', 'free', 'men', 'remains', 'stubborn', 'brave', 'sternly', 'disciplined', 'experience', 'shuns', 'crude', 'counsel', 'despair', 'selfdeceit', 'easy', 'illusion', 'weighs', 'chance', 'peace', 'clear', 'knowledge', 'happened', 'vain', 'hope', '1945', 'spring', 'victory', 'soldiers', 'western', 'allies', 'met', 'soldiers', 'russia', 'center', 'europe', 'triumphant', 'comrades', 'arms', 'peoples', 'shared', 'joyous', 'prospect', 'building', 'honor', 'dead', 'fitting', 'monumentan', 'age', 'peace', 'warweary', 'peoples', 'shared', 'concrete', 'decent', 'purpose', 'guard'] Speech # 308 [(3, 0.1367555893013063), (6, 0.6391025667194915), (24, 0.21948889277580594)] ['madame', 'president', 'members', 'general', 'assembly', 'secretary', 'general', 'hammarskjolds', 'invitation', 'address', 'general', 'assembly', 'reached', 'bermuda', 'beginning', 'series', 'conferences', 'prime', 'ministers', 'foreign', 'ministers', 'great', 'britain', 'france', 'subject', 'problems', 'beset', 'world', 'remainder', 'bermuda', 'conference', 'constantly', 'mind', 'ahead', 'lay', 'great', 'honor', 'honor', 'mine', 'today', 'stand', 'privileged', 'address', 'general', 'assembly', 'united', 'nations', 'time', 'distinction', 'addressing', 'sense', 'exhilaration', 'assembly', 'history', 'hope', 'people', 'gathered', 'single', 'organization', 'deliberations', 'decisions', 'somber', 'years', 'realized', 'part', 'hopes', 'great', 'tests', 'great', 'accomplishments', 'lie', 'ahead', 'confident', 'expectation', 'accomplishments', 'office', 'time', 'hold', 'assure', 'government', 'united', 'states', 'remain', 'steadfast', 'support', 'body', 'conviction', 'provide', 'great', 'share', 'wisdom', 'courage', 'faith', 'bring', 'world', 'lasting', 'peace', 'nations', 'happiness', 'wellbeing'] Speech # 309 [(3, 0.037010877076966764), (6, 0.37627154716712302), (12, 0.073002715197300228), (19, 0.053186854036612663), (24, 0.46007397701002073)] ['chairman', 'martin', 'delegates', 'alternates', 'great', 'convention', 'distinguished', 'guests', 'fellow', 'americans', 'broad', 'land', 'words', 'express', 'gratitude', 'mrs', 'eisenhower', 'feel', 'warmth', 'cordiality', 'extended', 'members', 'family', 'son', 'daughter', 'brothers', 'wives', 'touches', 'hearts', 'deeply', 'additionally', 'personally', 'high', 'honor', 'accorded', 'entrusting', 'nomination', 'presidency', 'great', 'satisfaction', 'team', 'individuals', 'selected', '1952', 'selected', 'intact', 'campaign', 'attempt', 'eulogy', 'nixon', 'heard', 'qualifications', 'past', 'days', 'dedication', 'country', 'loyalty', 'patriotism', 'great', 'ability', 'america', 'doand', 'ladies', 'gentlemen', 'abraham', 'lincoln', 'nominated', '1860', 'committee', 'brought', 'news', 'home', 'springfield', 'illinois', 'reply', 'sentences', 'long', 'friends', 'neighbors', 'waited', 'street', 'bonfires', 'lit', 'evening', 'simply', 'longer', 'defer', 'pleasure', 'taking', 'hand', 'samespeak', 'sentences', 'hand', 'sound', 'voice', 'individually', 'confidence', 'trust', 'lincoln', 'moved'] Speech # 310 [(3, 0.14950432338128017), (6, 0.61928722287873472), (14, 0.23063441590560854)] ['express', 'deep', 'appreciation', 'courtesy', 'giving', 'inconvenience', 'early', 'opportunity', 'addressing', 'matter', 'deem', 'grave', 'importance', 'country', 'forthcoming', 'state', 'union', 'message', 'review', 'international', 'situation', 'generally', 'worldwide', 'hopes', 'entertain', 'worldwide', 'responsibilities', 'carry', 'make', 'freedomincluding', 'ownmay', 'secure', 'special', 'situation', 'middle', 'east', 'feel', 'lay', 'remind', 'basic', 'national', 'objective', 'international', 'affairs', 'remains', 'peacea', 'world', 'peace', 'based', 'justice', 'peace', 'include', 'areas', 'peoples', 'world', 'enduring', 'nation', 'great', 'small', 'refuse', 'negotiate', 'mutual', 'good', 'faith', 'patience', 'determination', 'secure', 'understanding', 'understandings', 'eventually', 'grow', 'confidence', 'trust', 'indispensable', 'ingredients', 'program', 'peace', 'plans', 'lifting', 'burdens', 'expensive', 'armaments', 'promote', 'objectives', 'government', 'works', 'tirelessly', 'day', 'day', 'month', 'month', 'year', 'year', 'degree', 'success', 'crowns', 'efforts', 'assure', 'nations', 'peaceful'] Speech # 311 [(6, 0.26838073711199034), (19, 0.064843622218058422), (23, 0.65801478414640291)] ['governor', 'stevenson', 'senator', 'johnson', 'butler', 'senator', 'symington', 'senator', 'humphrey', 'speaker', 'rayburn', 'fellow', 'democrats', 'express', 'governor', 'stevenson', 'generous', 'heartwarming', 'introduction', 'great', 'honor', 'place', 'nomination', '1956', 'democratic', 'national', 'convention', 'delighted', 'support', 'counsel', 'advice', 'coming', 'months', 'ahead', 'deep', 'sense', 'duty', 'high', 'resolve', 'accept', 'nomination', 'accept', 'full', 'grateful', 'heartwithout', 'reservationand', 'obligationthe', 'obligation', 'devote', 'effort', 'body', 'mind', 'spirit', 'lead', 'party', 'back', 'victory', 'nation', 'back', 'greatness', 'grateful', 'provided', 'eloquent', 'statement', 'partys', 'platform', 'pledges', 'made', 'eloquently', 'made', 'rights', 'manthe', 'civil', 'economic', 'rights', 'essential', 'human', 'dignity', 'menare', 'goal', 'principles', 'platform', 'run', 'enthusiasm', 'conviction', 'grateful', 'finally', 'rely', 'coming', 'months', 'otherson', 'distinguished', 'running', 'mate', 'brings', 'unity', 'ticket', 'strength', 'platform', 'lyndon'] Speech # 312 [(4, 0.99843393148431003)] ['reverend', 'meza', 'reverend', 'reck', 'im', 'grateful', 'generous', 'invitation', 'speak', 'views', 'socalled', 'religious', 'issue', 'necessarily', 'properly', 'chief', 'topic', 'tonight', 'emphasize', 'outset', 'critical', 'issues', 'face', '1960', 'election', 'spread', 'communist', 'influence', 'festers', '90', 'miles', 'coast', 'floridathe', 'humiliating', 'treatment', 'president', 'vice', 'president', 'longer', 'respect', 'powerthe', 'hungry', 'children', 'west', 'virginia', 'people', 'pay', 'doctor', 'bills', 'families', 'forced', 'give', 'farmsan', 'america', 'slums', 'schools', 'late', 'moon', 'outer', 'space', 'real', 'issues', 'decide', 'campaign', 'religious', 'issuesfor', 'war', 'hunger', 'ignorance', 'despair', 'religious', 'barriers', 'catholic', 'catholic', 'elected', 'president', 'real', 'issues', 'campaign', 'obscuredperhaps', 'deliberately', 'quarters', 'responsible', 'apparently', 'state', 'againnot', 'kind', 'church', 'important', 'mebut', 'kind', 'america', 'america', 'separation', 'church', 'state', 'absolutewhere', 'catholic', 'prelate', 'president'] Speech # 313 [(12, 0.14639522842097352), (14, 0.031007233371501994), (19, 0.81495964809944699)] ['howard', 'smith', 'moderator', 'good', 'evening', 'television', 'radio', 'stations', 'united', 'states', 'affiliated', 'stations', 'proud', 'provide', 'facilities', 'discussion', 'issues', 'current', 'political', 'campaign', 'major', 'candidates', 'presidency', 'candidates', 'introduction', 'republican', 'candidate', 'vice', 'president', 'richard', 'nixon', 'democratic', 'candidate', 'senator', 'john', 'kennedy', 'rules', 'set', 'candidates', 'man', 'make', 'opening', 'statement', 'approximately', 'minutes', 'duration', 'closing', 'statement', 'approximately', 'minutes', 'duration', 'candidates', 'answer', 'comment', 'answers', 'questions', 'put', 'panel', 'correspondents', 'discussion', 'series', 'uh', 'joint', 'appearances', 'subjectmatter', 'agreed', 'restricted', 'internal', 'domestic', 'american', 'matters', 'opening', 'statement', 'senator', 'john', 'kennedy', 'senator', 'kennedy', 'smith', 'nixon', 'election', '1860', 'abraham', 'lincoln', 'question', 'nation', 'exist', 'halfslave', 'halffree', 'election', '1960', 'world', 'question', 'world', 'exist', 'halfslave', 'halffree', 'move', 'direction', 'freedom'] Speech # 314 [(7, 0.057413864043604178), (12, 0.050297299532928545), (14, 0.24985229068417925), (19, 0.40416221063198549), (21, 0.23457250334776961)] ['frank', 'mcgee', 'moderator', 'good', 'evening', 'frank', 'mcgee', 'nbc', 'news', 'washington', 'series', 'programs', 'unmatched', 'history', 'people', 'major', 'candidates', 'president', 'united', 'states', 'time', 'series', 'americans', 'candidates', 'facetoface', 'exchange', 'tonight', 'candidates', 'agreed', 'devote', 'full', 'hour', 'answering', 'questions', 'issue', 'campaign', 'tonight', 'republican', 'candidate', 'vice', 'president', 'richard', 'nixon', 'democratic', 'candidate', 'senator', 'john', 'kennedy', 'representatives', 'candidates', 'radio', 'television', 'networks', 'agreed', 'rules', 'candidate', 'make', 'opening', 'statement', 'closing', 'summation', 'questioned', 'turn', 'opportunity', 'comment', 'answer', 'reporter', 'question', 'turn', 'free', 'question', 'chooses', 'candidate', 'questions', 'asked', 'clock', 'determine', 'asked', 'question', 'programs', 'represent', 'unprecedented', 'opportunity', 'candidates', 'present', 'philosophies', 'programs', 'directly', 'people', 'people', 'compare', 'candidates', 'reporters', 'tonights', 'panel', 'include', 'newspaperman', 'wire', 'service', 'representative'] Speech # 315 [(18, 0.010253188292415508), (19, 0.98586803203915352)] ['bill', 'shadel', 'moderator', 'good', 'evening', 'im', 'bill', 'shadel', 'abc', 'news', 'privilege', 'evening', 'preside', 'series', 'meetings', 'radio', 'television', 'major', 'presidential', 'candidates', 'meeting', 'subjects', 'discussed', 'suggested', 'questions', 'panel', 'correspondents', 'unlike', 'programs', 'candidates', 'sharing', 'platform', 'york', 'democratic', 'presidential', 'nominee', 'senator', 'john', 'kennedy', 'separated', 'thousand', 'miles', 'los', 'angeles', 'studio', 'republican', 'presidential', 'nominee', 'vice', 'president', 'richard', 'nixon', 'joined', 'tonights', 'discussion', 'network', 'electronic', 'facilities', 'permits', 'candidate', 'hear', 'good', 'evening', 'senator', 'kennedy', 'kennedy', 'good', 'evening', 'shadel', 'shadel', 'good', 'evening', 'vice', 'president', 'nixon', 'nixon', 'good', 'evening', 'shadel', 'shadel', 'meet', 'panel', 'correspondents', 'frank', 'mcgee', 'nbc', 'news', 'charles', 'van', 'fremd', 'cbs', 'news', 'douglass', 'cater', 'reporter', 'magazine', 'roscoe', 'drummond', 'york', 'herald'] Speech # 316 [(14, 0.038777772000937828), (19, 0.35411094473287763), (21, 0.60670945678212096)] ['quincy', 'howe', 'moderator', 'quincy', 'howe', 'abc', 'news', 'good', 'evening', 'york', 'major', 'candidates', 'president', 'united', 'states', 'engage', 'fourth', 'radiotelevision', 'discussion', 'present', 'campaign', 'tonight', 'men', 'confine', 'discussion', 'foreign', 'policy', 'good', 'evening', 'vice', 'president', 'nixon', 'nixon', 'good', 'evening', 'howe', 'howe', 'good', 'evening', 'senator', 'kennedy', 'kennedy', 'good', 'evening', 'howe', 'howe', 'read', 'rules', 'conditions', 'candidates', 'agreed', 'proceed', 'meeting', 'men', 'make', 'opening', 'statements', 'minutes', 'closing', 'statements', 'equal', 'time', 'running', 'minutes', 'half', 'hour', 'opening', 'closing', 'statements', 'candidates', 'answer', 'comment', 'questions', 'panel', 'correspondents', 'chosen', 'nationwide', 'networks', 'carry', 'program', 'candidate', 'questioned', 'turn', 'opportunity', 'comment', 'answer', 'limited', 'onehalf', 'minutes', 'comment', 'onehalf', 'minutes', 'correspondents', 'free', 'questions', 'choose', 'field', 'foreign', 'affairs', 'candidate'] Speech # 317 [(6, 0.25709119004244491), (12, 0.18935224024857009), (23, 0.55099843017379968)] ['welcomed', 'opportunity', 'address', 'historic', 'body', 'people', 'massachusetts', 'deeply', 'indebted', 'lifetime', 'friendship', 'trust', 'fourteen', 'years', 'confidence', 'citizens', 'massachusettsand', 'generously', 'responded', 'placing', 'confidence', 'friday', 'assume', 'broader', 'responsibilities', 'bid', 'farewell', 'massachusetts', 'fortythree', 'yearswhether', 'london', 'washington', 'south', 'pacific', 'elsewherethis', 'home', 'god', 'serve', 'remain', 'home', 'grandparents', 'bornit', 'hope', 'grandchildren', 'born', 'speak', 'false', 'provincial', 'pride', 'artful', 'political', 'flattery', 'man', 'enter', 'high', 'office', 'country', 'unmindful', 'contribution', 'state', 'made', 'national', 'greatness', 'leaders', 'shaped', 'destiny', 'long', 'great', 'republic', 'born', 'principles', 'guided', 'footsteps', 'times', 'crisis', 'times', 'calm', 'democratic', 'institutionsincluding', 'historic', 'bodyhave', 'served', 'beacon', 'lights', 'nations', 'sister', 'states', 'pericles', 'athenians', 'long', 'true', 'commonwealth', 'imitatefor', 'model', 'carry', 'state', 'high', 'lonely', 'office', 'succeed'] Speech # 318 [(3, 0.10871713092400359), (6, 0.83336485125348381), (12, 0.05682076096452976)] ['fellow', 'americans', 'days', 'half', 'century', 'service', 'country', 'lay', 'responsibilities', 'office', 'traditional', 'solemn', 'ceremony', 'authority', 'presidency', 'vested', 'successor', 'evening', 'message', 'leavetaking', 'farewell', 'share', 'final', 'thoughts', 'countrymen', 'citizen', 'president', 'labor', 'godspeed', 'pray', 'coming', 'years', 'blessed', 'peace', 'prosperity', 'people', 'expect', 'president', 'congress', 'find', 'essential', 'agreement', 'issues', 'great', 'moment', 'wise', 'resolution', 'shape', 'future', 'nation', 'relations', 'congress', 'began', 'remote', 'tenuous', 'basis', 'long', 'ago', 'member', 'senate', 'appointed', 'west', 'point', 'ranged', 'intimate', 'war', 'postwar', 'period', 'finally', 'mutually', 'interdependent', 'past', 'years', 'final', 'relationship', 'congress', 'administration', 'vital', 'issues', 'cooperated', 'serve', 'national', 'good', 'mere', 'partisanship', 'assured', 'business', 'nation', 'forward', 'official', 'relationship', 'congress', 'ends', 'feeling', 'part', 'gratitude', 'ii', 'stand', 'ten', 'years'] Speech # 319 [(6, 0.82983590733501278), (22, 0.16850043986187721)] ['vice', 'president', 'johnson', 'speaker', 'chief', 'justice', 'president', 'eisenhower', 'vice', 'president', 'nixon', 'president', 'truman', 'reverend', 'clergy', 'fellow', 'citizens', 'observe', 'today', 'victory', 'party', 'celebration', 'freedomsymbolizing', 'end', 'beginningsignifying', 'renewal', 'change', 'sworn', 'almighty', 'god', 'solemn', 'oath', 'forebears', 'prescribed', 'century', 'quarters', 'ago', 'world', 'man', 'holds', 'mortal', 'hands', 'power', 'abolish', 'forms', 'human', 'poverty', 'forms', 'human', 'life', 'revolutionary', 'beliefs', 'forebears', 'fought', 'issue', 'globethe', 'belief', 'rights', 'man', 'generosity', 'state', 'hand', 'god', 'dare', 'forget', 'today', 'heirs', 'revolution', 'word', 'time', 'place', 'friend', 'foe', 'alike', 'torch', 'passed', 'generation', 'americansborn', 'century', 'tempered', 'war', 'disciplined', 'hard', 'bitter', 'peace', 'proud', 'ancient', 'heritageand', 'unwilling', 'witness', 'permit', 'slow', 'undoing', 'human', 'rights', 'nation', 'committed', 'committed', 'today', 'home'] Speech # 320 [(6, 0.12154940703003839), (12, 0.87806629890140686)] ['speaker', 'vice', 'president', 'members', 'congress', 'pleasure', 'return', 'oldest', 'friends', 'washingtonand', 'house', 'oldest', 'home', '14', 'years', 'ago', 'oath', 'federal', 'office', '14', 'years', 'gained', 'knowledge', 'inspiration', 'members', 'parties', 'housesfrom', 'wise', 'generous', 'leadersand', 'pronouncements', 'vividly', 'recall', 'sitting', 'sitincluding', 'programs', 'great', 'presidents', 'undimmed', 'eloquence', 'churchill', 'soaring', 'idealism', 'nehru', 'steadfast', 'words', 'general', 'de', 'gaulle', 'speak', 'historic', 'rostrum', 'sobering', 'experience', 'back', 'friends', 'happy', 'confident', 'friendship', 'continue', 'constitution', 'wisely', 'assigns', 'joint', 'separate', 'roles', 'branch', 'government', 'president', 'congress', 'hold', 'mutual', 'respect', 'permit', 'attempt', 'trespass', 'part', 'withhold', 'congress', 'people', 'fact', 'report', 'past', 'present', 'future', 'informed', 'judgment', 'conduct', 'hazards', 'shift', 'burden', 'executive', 'decisions', 'congress', 'avoid', 'responsibility', 'outcome', 'decisions', 'speak', 'today'] Speech # 321 [(6, 0.59549631767597122), (8, 0.19339131302141088), (12, 0.062479310479455839), (14, 0.14594935275252777)] ['ladies', 'gentlemen', 'secretary', 'express', 'great', 'appreciation', 'opportunity', 'express', 'attended', 'conference', 'asked', 'members', 'cabinet', 'felt', 'physically', 'fit', 'today', 'delighted', 'udall', 'robert', 'kennedy', 'governor', 'ribicoff', 'responded', 'challenge', 'years', 'ago', 'president', 'united', 'states', 'interested', 'physical', 'fitness', 'theodore', 'roosevelt', 'expressed', 'ambition', 'thati', 'members', 'armed', 'services', 'improve', 'physical', 'fitness', 'question', 'recall', 'rode', 'horse', 'hundred', 'miles', 'prove', '1961', 'granted', 'members', 'administration', 'physically', 'fit', 'presence', 'today', 'effort', 'encourage', 'work', 'time', 'ancient', 'greeks', 'felt', 'close', 'relationship', 'strong', 'vital', 'mind', 'physical', 'fitness', 'hope', 'influence', 'national', 'government', 'expand', 'strong', 'spirit', 'american', 'men', 'women', 'concern', 'phase', 'personal', 'development', 'united', 'states', 'nation', 'spectators', 'nation', 'participants', 'vigorous', 'life', 'matter', 'settled', 'washington', 'matter', 'starts'] Speech # 322 [(6, 0.36691950347415869), (12, 0.453737839948118), (21, 0.17458589982037931)] ['today', 'signed', 'executive', 'order', 'providing', 'establishment', 'peace', 'corps', 'temporary', 'pilot', 'basis', 'sending', 'congress', 'message', 'proposing', 'authorization', 'permanent', 'peace', 'corps', 'corps', 'pool', 'trained', 'american', 'men', 'women', 'overseas', 'government', 'private', 'institutions', 'organizations', 'foreign', 'countries', 'meet', 'urgent', 'skilled', 'manpower', 'hope', '500', 'people', 'field', 'end', 'year', 'initial', 'reactions', 'peace', 'corps', 'proposal', 'convincing', 'proof', 'country', 'immense', 'reservoir', 'men', 'womenanxious', 'sacrifice', 'energies', 'time', 'toil', 'world', 'peace', 'human', 'progress', 'establishing', 'peace', 'corps', 'intend', 'make', 'full', 'resources', 'talents', 'private', 'institutions', 'groups', 'universities', 'voluntary', 'agencies', 'labor', 'unions', 'industry', 'asked', 'share', 'effortcontributing', 'diverse', 'sources', 'energy', 'imaginationmaking', 'clear', 'responsibility', 'peace', 'responsibility', 'entire', 'society', 'send', 'abroad', 'americans', 'wanted', 'host', 'countrywho', 'real', 'job'] Speech # 323 [(6, 0.14703657554082777), (12, 0.28213927894075241), (16, 0.57002487213049868)] ['great', 'pleasure', 'mrs', 'kennedy', 'vice', 'president', 'mrs', 'johnson', 'members', 'congress', 'ambassadorial', 'corps', 'hemisphere', 'long', 'time', 'friends', 'white', 'house', 'today', 'hundred', 'thirtynine', 'years', 'ago', 'week', 'united', 'states', 'stirred', 'heroic', 'struggle', 'fellow', 'americans', 'urged', 'independence', 'recognition', 'latin', 'american', 'republics', 'dawn', 'freedom', 'hemisphere', 'bolivar', 'spoke', 'desire', 'americas', 'fashioned', 'greatest', 'region', 'world', 'greatest', 'virtue', 'area', 'wealth', 'freedom', 'glory', 'long', 'history', 'hemisphere', 'dream', 'nearer', 'fulfillment', 'greater', 'danger', 'genius', 'scientists', 'tools', 'bring', 'abundance', 'land', 'strength', 'industry', 'knowledge', 'people', 'time', 'capacity', 'strike', 'remaining', 'bonds', 'poverty', 'ignoranceto', 'free', 'people', 'spiritual', 'intellectual', 'fulfillment', 'goal', 'civilization', 'moment', 'maximum', 'opportunity', 'confront', 'forces', 'imperiled', 'america', 'historythe', 'alien', 'forces', 'seek', 'impose', 'despotisms', 'world'] Speech # 324 [(6, 0.56565904140037415), (14, 0.14909897970964547), (18, 0.04275186665044093), (21, 0.1592945496950138), (23, 0.081892630948269471)] ['catledge', 'members', 'american', 'society', 'newspaper', 'editors', 'ladies', 'gentlemen', 'president', 'great', 'democracy', 'editors', 'great', 'newspapers', 'owe', 'common', 'obligation', 'people', 'obligation', 'present', 'facts', 'present', 'candor', 'present', 'perspective', 'obligation', 'mind', 'decided', '24', 'hours', 'discuss', 'briefly', 'time', 'recent', 'events', 'cuba', 'unhappy', 'island', 'arenas', 'contest', 'freedom', 'news', 'grown', 'worse', 'emphasized', 'struggle', 'cuban', 'patriots', 'cuban', 'dictator', 'expected', 'hide', 'sympathies', 'made', 'repeatedly', 'clear', 'armed', 'forces', 'country', 'intervene', 'unilateral', 'american', 'intervention', 'absence', 'external', 'attack', 'ally', 'contrary', 'traditions', 'international', 'obligations', 'record', 'show', 'restraint', 'inexhaustible', 'interamerican', 'doctrine', 'noninterference', 'conceals', 'excuses', 'policy', 'nonactionif', 'nations', 'hemisphere', 'fail', 'meet', 'commitments', 'communist', 'penetrationthen', 'understood', 'government', 'hesitate', 'meeting', 'primary', 'obligations', 'security', 'nation', 'time', 'intend', 'lectured'] Speech # 325 [(6, 0.10342959852318773), (14, 0.12971491190041556), (15, 0.76090202523920258)] ['chairman', 'ladies', 'gentlemen', 'generous', 'invitation', 'tonight', 'bear', 'heavy', 'responsibilities', 'days', 'article', 'read', 'time', 'ago', 'reminded', 'heavily', 'burdens', 'present', 'day', 'events', 'bear', 'profession', 'remember', '1851', 'york', 'herald', 'tribune', 'sponsorship', 'publishing', 'horace', 'greeley', 'employed', 'london', 'correspondent', 'obscure', 'journalist', 'karl', 'marx', 'told', 'foreign', 'correspondent', 'marx', 'stone', 'broke', 'family', 'ill', 'undernourished', 'constantly', 'appealed', 'greeley', 'managing', 'editor', 'charles', 'dana', 'increase', 'munificent', 'salary', '5', 'installment', 'salary', 'engels', 'ungratefully', 'labeled', 'lousiest', 'petty', 'bourgeois', 'cheating', 'financial', 'appeals', 'refused', 'marx', 'looked', 'means', 'livelihood', 'fame', 'eventually', 'terminating', 'relationship', 'tribune', 'devoting', 'talents', 'full', 'time', 'bequeath', 'world', 'seeds', 'leninism', 'stalinism', 'revolution', 'cold', 'war', 'capitalistic', 'york', 'newspaper', 'treated', 'kindly', 'marx', 'remained', 'foreign', 'correspondent'] Speech # 326 [(7, 0.64670464174029885), (8, 0.29271836010553509), (14, 0.056910331486965129)] ['president', 'express', 'appreciation', 'president', 'fellows', 'university', 'honor', 'bestowed', 'wife', 'beat', 'honor', '8', '9', 'years', '2', 'years', 'degree', '2', 'minutes', 'case', 'grateful', 'glad', 'university', 'bears', 'distinguished', 'father', 'country', 'george', 'washington', 'matter', 'great', 'interest', 'intimate', 'relationship', 'great', 'political', 'leaders', 'country', 'colleges', 'universities', 'university', 'bears', 'george', 'washington', 'showed', 'understanding', 'day', 'necessity', 'free', 'society', 'produce', 'educated', 'men', 'women', 'john', 'adams', 'john', 'quincy', 'adams', 'state', 'massachusetts', 'intimate', 'relationship', 'harvard', 'university', 'members', 'board', 'overseers', 'lives', 'harvard', 'development', 'played', 'major', 'part', 'washington', 'lee', 'shows', 'intimate', 'relationship', 'general', 'lee', 'fact', 'devote', 'life', 'end', 'war', 'educating', 'men', 'women', 'south', 'understanding', 'basic', 'precept', 'woodrow', 'wilson', 'theodore', 'rooseveltand', 'rest', 'time', 'greater'] Speech # 327 [(3, 0.013491718550116345), (6, 0.55577307011306587), (12, 0.4299900800920114)] ['speaker', 'senate', 'speaker', 'house', 'prime', 'minister', 'members', 'canadian', 'houses', 'parliament', 'distinguished', 'guests', 'friends', 'grateful', 'generous', 'remarks', 'kind', 'sentiments', 'country', 'prime', 'minister', 'united', 'states', 'impression', 'country', 'made', 'descendants', 'english', 'french', 'glad', 'hear', 'applause', 'coming', 'back', 'benches', 'mentioned', 'ireland', 'making', 'progress', 'forward', 'je', 'sens', 'vraiment', 'entre', 'amis', 'deeply', 'felt', 'honor', 'address', 'distinguished', 'legislative', 'body', 'feel', 'home', 'today', 'onethird', 'life', 'spent', 'parliament', 'countrythe', 'united', 'states', 'congress', 'differences', 'body', 'noticeable', 'lofty', 'appearance', 'statesmanship', 'faces', 'members', 'thesenators', 'realize', 'place', 'people', 'feel', 'home', 'number', 'state', 'massachusetts', 'friends', 'constituents', 'canadian', 'descent', 'voters', 'massachusetts', 'born', 'united', 'states', 'largest', 'group', 'born', 'canada', 'vote', 'determine', 'outcome', 'election', 'presidential', 'election', 'understand'] Speech # 328 [(3, 0.030932387905107793), (6, 0.29108593207991951), (12, 0.43248197661575144), (14, 0.16184713948556545), (20, 0.082980341467309773)] ['speaker', 'vice', 'president', 'copartners', 'government', 'gentlemen', 'ladies', 'constitution', 'imposes', 'obligation', 'time', 'time', 'give', 'congress', 'information', 'state', 'union', 'traditionally', 'interpreted', 'annual', 'affair', 'tradition', 'broken', 'extraordinary', 'times', 'extraordinary', 'times', 'face', 'extraordinary', 'challenge', 'strength', 'convictions', 'imposed', 'nation', 'role', 'leader', 'freedoms', 'role', 'history', 'difficult', 'important', 'stand', 'freedom', 'conviction', 'ourselvesthat', 'commitment', 'friend', 'neutral', 'adversary', 'manor', 'nationor', 'systemexcept', 'hostile', 'freedom', 'present', 'military', 'doctrine', 'bearing', 'aimed', 'area', 'promote', 'freedom', 'doctrine', 'great', 'battleground', 'defense', 'expansion', 'freedom', 'today', 'southern', 'half', 'globeasia', 'latin', 'america', 'africa', 'middle', 'eastthe', 'lands', 'rising', 'peoples', 'revolution', 'greatest', 'human', 'history', 'seek', 'end', 'injustice', 'tyranny', 'exploitation', 'end', 'seek', 'beginning', 'revolution', 'support', 'cold', 'war', 'political', 'economic', 'route', 'choose'] Speech # 329 [(18, 0.99366385478245667)] ['good', 'evening', 'fellow', 'citizens', 'returned', 'morning', 'weeklong', 'trip', 'europe', 'report', 'trip', 'full', 'sense', 'unforgettable', 'experience', 'people', 'paris', 'vienna', 'london', 'generous', 'greeting', 'heartwarming', 'hospitality', 'graciousness', 'wife', 'appreciated', 'knew', 'crowds', 'shouts', 'meant', 'large', 'measure', 'country', 'represented', 'regarded', 'chief', 'defender', 'freedom', 'equally', 'memorable', 'pageantry', 'european', 'history', 'culture', 'part', 'ceremonial', 'reception', 'lay', 'wreath', 'arc', 'de', 'triomphe', 'dine', 'versailles', 'schonbrunn', 'palace', 'queen', 'england', 'colorful', 'memories', 'remain', 'years', 'cities', 'visitedparis', 'vienna', 'londonhave', 'existed', 'centuries', 'serves', 'reminder', 'western', 'civilization', 'seek', 'preserve', 'flowered', 'years', 'defended', 'centuries', 'ceremonial', 'trip', 'aims', 'american', 'foreign', 'policy', 'reason', 'trip', 'unity', 'free', 'world', 'strength', 'security', 'eventual', 'achievement', 'lasting', 'peace', 'trip', 'devoted', 'advancement', 'aims', 'strengthen'] Speech # 330 [(6, 0.74051501637089323), (8, 0.13713626591922823), (11, 0.12061643424504465)] ['admiral', 'secretary', 'members', 'joint', 'chiefs', 'staff', 'members', 'faculty', 'members', 'graduating', 'class', 'families', 'proud', 'citizen', 'united', 'states', 'institution', 'room', 'concentrated', 'men', 'committed', 'defense', 'united', 'states', 'honored', 'past', 'slight', 'contact', 'service', 'reach', 'state', 'professional', 'physical', 'perfection', 'hope', 'mistake', 'annapolis', 'graduate', 'constantly', 'warned', 'days', 'mix', 'naval', 'career', 'politics', 'point', 'side', 'rapid', 'rise', 'reserve', 'lieutenant', 'uncertain', 'standing', 'commanderinchief', 'follow', 'good', 'advice', 'trust', 'regulars', 'moment', 'grant', 'retired', 'civilian', 'officer', 'measure', 'fellowship', 'half', 'century', 'ago', 'president', 'woodrow', 'wilson', 'annapolis', 'similar', 'mission', 'addressed', 'class', '1914', 'day', 'graduating', 'class', 'numbered', '154', 'men', 'time', 'revolution', 'size', 'military', 'establishment', 'revolution', 'reflected', 'revolution', 'world', 'wilson', 'addressed', 'class', '1914', 'victorian', 'structure', 'power'] Speech # 331 [(6, 0.33275211596678367), (12, 0.49773703341338682), (18, 0.078710899231212397), (22, 0.090291784419405413)] ['good', 'evening', 'weeks', 'ago', 'tonight', 'returned', 'europe', 'report', 'meeting', 'premier', 'khrushchev', 'grim', 'warnings', 'future', 'world', 'aide', 'memoire', 'berlin', 'subsequent', 'speeches', 'threats', 'agents', 'launched', 'increase', 'soviet', 'military', 'budget', 'announced', 'prompted', 'series', 'decisions', 'administration', 'series', 'consultations', 'members', 'nato', 'organization', 'berlin', 'recall', 'intends', 'bring', 'end', 'stroke', 'pen', 'legal', 'rights', 'west', 'berlinand', 'ability', 'make', 'good', 'commitment', 'million', 'free', 'people', 'city', 'permit', 'clear', 'doneand', 'intend', 'talk', 'frankly', 'tonight', 'steps', 'actions', 'require', 'sacrifice', 'part', 'citizens', 'required', 'future', 'require', 'courage', 'perseverance', 'years', 'allies', 'act', 'strength', 'unity', 'purposewith', 'calm', 'determination', 'steady', 'nervesusing', 'restraint', 'words', 'weapons', 'hopeful', 'peace', 'freedom', 'sustained', 'threat', 'free', 'men', 'west', 'berlin', 'isolated', 'outpost', 'isolated', 'problem'] Speech # 332 [(3, 0.032896658053117235), (6, 0.76889460668192888), (14, 0.19677295312384657)] ['president', 'honored', 'delegates', 'ladies', 'gentlemen', 'meet', 'hour', 'grief', 'challenge', 'dag', 'hammarskjold', 'dead', 'united', 'nations', 'lives', 'tragedy', 'deep', 'hearts', 'task', 'died', 'top', 'agenda', 'noble', 'servant', 'peace', 'quest', 'peace', 'lies', 'problem', 'death', 'manthe', 'problem', 'life', 'organization', 'grow', 'meet', 'challenges', 'age', 'wind', 'influence', 'force', 'respect', 'die', 'enfeeble', 'vigor', 'cripple', 'powers', 'condemn', 'future', 'development', 'organization', 'rests', 'true', 'alternative', 'warand', 'war', 'appeals', 'longer', 'rational', 'alternative', 'unconditional', 'war', 'longer', 'lead', 'unconditional', 'victory', 'longer', 'serve', 'settle', 'disputes', 'longer', 'concern', 'great', 'powers', 'nuclear', 'disaster', 'spread', 'wind', 'water', 'fear', 'engulf', 'great', 'small', 'rich', 'poor', 'committed', 'uncommitted', 'alike', 'mankind', 'put', 'end', 'waror', 'war', 'put', 'end', 'mankind', 'resolve', 'dag', 'hammarskjold', 'live'] Speech # 333 [(3, 0.024664979219761064), (6, 0.120416169884195), (8, 0.20300145450417489), (12, 0.44671444753977674), (14, 0.037275697681237549), (21, 0.16693118301868887)] ['chancellor', 'governor', 'sanford', 'members', 'faculty', 'ladies', 'gentlemen', 'honored', 'today', 'admitted', 'fellowship', 'ancient', 'distinguished', 'university', 'pleased', 'receive', 'short', 'space', '1', '2', 'minutes', 'honor', 'spend', '4', 'years', 'lives', 'degree', 'honorary', 'earned', 'proud', 'symbol', 'university', 'state', 'north', 'carolina', 'long', 'identified', 'enlightened', 'progressive', 'leaders', 'people', 'important', 'reason', 'reputation', 'university', 'year', 'year', 'educated', 'men', 'women', 'recognition', 'public', 'responsibility', 'private', 'interests', 'distinguished', 'presidents', 'president', 'graham', 'gray', 'distinguished', 'leaders', 'secretary', 'commerce', 'governor', 'hodges', 'distinguished', 'members', 'congressional', 'delegation', 'carry', 'tradition', 'stretches', 'back', 'beginning', 'school', 'graduate', 'university', 'man', 'nation', 'man', 'time', 'hope', 'changing', 'world', 'untold', 'possibilities', 'lie', 'north', 'carolina', 'entire', 'south', 'country', 'university', 'hew', 'line', 'responsibility', 'graduates', 'owe', 'community'] Speech # 334 [(1, 0.76912711147340329), (6, 0.22867193158855478)] ['general', 'gavan', 'gleason', 'members', 'military', 'forces', 'veterans', 'fellow', 'americans', 'today', 'celebrate', 'honor', 'commemorate', 'dead', 'living', 'young', 'men', 'war', 'country', 'began', 'testimony', 'loyalty', 'country', 'great', 'courage', 'nation', 'history', 'world', 'buried', 'soldiers', 'farther', 'native', 'soil', 'americansor', 'buried', 'closer', 'towns', 'grew', 'celebrate', 'veterans', 'day', 'minutes', 'seconds', 'silence', 'countrys', 'life', 'recall', 'occasion', 'moment', 'faced', 'great', 'responsibilities', 'contribution', 'sacrifice', 'men', 'families', 'made', 'order', 'permit', 'country', 'occupy', 'present', 'position', 'responsibility', 'freedom', 'order', 'permit', 'gather', 'bruce', 'catton', 'totaling', 'casualties', 'place', 'battle', 'antietam', 'cemetery', 'looked', 'statistics', 'showed', 'short', 'space', 'minutes', 'regiments', 'lost', '50', '75', 'percent', 'numbers', 'wrote', 'life', 'isnt', 'precious', 'gift', 'men', 'died', 'possession', 'feet', 'corn', 'field', 'rocky'] Speech # 335 [(6, 0.53511884925537989), (21, 0.46375369976408148)] ['president', 'odegaard', 'members', 'othe', 'regents', 'members', 'faculty', 'students', 'ladies', 'gentlemen', 'great', 'honor', 'behalf', 'people', 'united', 'states', 'extend', 'congratulations', 'centennial', 'anniversary', 'university', 'represents', '100', 'years', 'service', 'state', 'country', 'nation', 'critical', 'times', 'life', 'country', 'days', 'revolution', 'northwest', 'ordinance', 'doctor', 'odegaard', 'referred', 'difficult', 'days', 'civil', 'war', 'morrill', 'act', 'established', 'land', 'grant', 'colleges', 'nation', 'made', 'basic', 'commitment', 'maintenance', 'education', 'reasons', 'thomas', 'jefferson', 'gave', 'nation', 'remain', 'free', 'remain', 'ignorant', 'basis', 'selfgovernment', 'freedom', 'requires', 'development', 'character', 'selfrestraint', 'perseverance', 'long', 'view', 'qualities', 'require', 'years', 'training', 'education', 'university', 'country', 'graduates', 'recognized', 'schools', 'maintained', 'people', 'states', 'order', 'give', 'graduates', 'schools', 'economic', 'advantage', 'life', 'struggle', 'schools', 'supported', 'people', 'people', 'realize'] Speech # 336 [(3, 0.056454251919149441), (12, 0.92816303480290985), (14, 0.014995389334230782)] ['president', 'gentlemen', 'understand', 'president', 'mckinley', 'presidents', 'united', 'states', 'address', 'occasion', 'suppose', 'president', 'mckinley', 'regarded', 'fiscally', 'sound', 'qualified', 'admission', 'organization', 'occasion', 'considered', 'membership', 'nam', 'strongest', 'supporters', 'im', 'youve', 'approached', 'frontier', 'greatest', 'enthusiasm', 'nervous', 'accepting', 'invitation', 'studying', 'history', 'organization', 'learned', 'organization', 'denounced', 'occasionill', 'quoteswollen', 'bureaucracy', 'triumphs', 'karl', 'marx', 'decried', 'occasion', 'governmental', 'paternalism', 'socialism', 'comforted', 'reading', 'familiar', 'language', 'note', 'good', 'company', 'attack', 'quoted', 'calvin', 'coolidge', 'herbert', 'hoover', 'remind', 'happy', 'failure', 'pessimistic', 'predictions', 'true', 'recognize', 'campaign', 'members', 'luncheon', 'group', 'today', 'supported', 'opponent', 'fewwho', 'impression', 'fathers', 'son', 'hope', 'alarming', 'feelings', 'year', 'ago', 'imminent', 'collapse', 'business', 'system', 'elected', 'lessened', 'selected', 'men', 'hope', 'regard', 'serve', 'responsible', 'positions'] Speech # 337 [(8, 0.1508935974903311), (12, 0.58890721874319274), (14, 0.11488811979349384), (20, 0.14394168020596429)] ['meany', 'reverend', 'clergy', 'governor', 'bryant', 'gentlemen', 'ladies', 'warmer', 'today', 'yesterday', 'express', 'pleasure', 'invitation', 'work', 'continuity', 'employment', 'depended', 'part', 'union', 'movement', 'job', 'training', '11', 'months', 'feel', 'seniority', 'rights', 'matter', 'im', 'delighted', 'secretary', 'labor', 'arthur', 'goldberg', 'york', 'stressing', 'physical', 'fitness', 'line', 'arthur', 'group', 'switzerland', 'climb', 'mountains', '5', 'bedgot', 'join', 'laterand', 'back', '4', 'oclock', 'afternoon', 'didnt', 'back', 'search', 'parties', 'sign', 'afternoon', 'night', 'day', 'red', 'cross', 'calling', 'goldberggoldbergits', 'red', 'cross', 'voice', 'mountain', 'gave', 'office', 'liberties', 'members', 'cabinet', 'pleasure', 'important', 'anniversary', '20th', 'anniversary', 'pearl', 'harbor', 'suppose', 'dates', 'people', 'remember', 'pearl', 'harbor', 'death', 'president', 'franklin', 'roosevelt', 'face', 'challenges', 'pearl', 'harbor', 'ways', 'challenges', 'sense', 'longreaching', 'doubt', 'days'] Speech # 338 [(21, 0.99309352517871996)] ['ladies', 'express', 'great', 'satisfaction', 'welcoming', 'white', 'house', 'citizen', 'united', 'states', 'inhabitant', 'globe', 'difficult', 'times', 'express', 'appreciation', 'appreciation', 'people', 'country', 'efforts', 'united', 'nations', 'present', '1945', 'san', 'francisco', 'member', 'press', 'time', 'united', 'nations', 'born', 'times', '15', '16', 'years', 'organization', 'criticism', 'countriesi', 'united', 'states', 'recalling', 'robert', 'frost', 'poets', 'fence', 'put', 'strong', 'conviction', 'seek', 'strengthen', 'united', 'nations', 'make', 'kind', 'instrument', 'hope', 'sense', 'united', 'nations', 'failed', 'concept', 'occasionally', 'fail', 'strengthen', 'idea', 'community', 'world', 'seek', 'develop', 'manners', 'tensions', 'world', 'problems', 'world', 'solved', 'orderly', 'peaceful', 'common', 'interest', 'united', 'nations', 'survived', '16', 'difficult', 'years', 'countries', 'unknown', 'existence', 'playing', 'important', 'parts', 'united', 'nations', 'present', 'day', 'plays', 'important', 'part', 'lives'] Speech # 339 [(3, 0.024876215503513547), (6, 0.080891942161315539), (12, 0.5100717435717611), (22, 0.033622027789582273), (24, 0.33905020045151613)] ['vice', 'president', 'colleague', 'massachusetts', 'speaker', 'john', 'mccormack', 'members', '87th', 'congress', 'ladies', 'gentlemen', 'week', 'begin', 'anew', 'joint', 'separate', 'efforts', 'build', 'american', 'future', 'sadly', 'build', 'man', 'linked', 'long', 'past', 'present', 'looked', 'strongly', 'future', 'mister', 'sam', 'rayburn', 'house', 'nation', 'members', 'congress', 'constitution', 'makes', 'rivals', 'power', 'partners', 'progress', 'trustees', 'american', 'people', 'custodians', 'american', 'heritage', 'task', 'report', 'state', 'unionto', 'improve', 'task', 'past', 'year', 'traveled', 'land', 'landsto', 'north', 'south', 'seas', 'foundas', 'travelsthat', 'people', 'spite', 'occasional', 'disappointments', 'usnot', 'wealth', 'power', 'splendor', 'ideals', 'nation', 'commissioned', 'history', 'observer', 'freedoms', 'failure', 'success', 'overriding', 'obligation', 'months', 'ahead', 'fulfill', 'worlds', 'hopes', 'fulfilling', 'faith', 'task', 'begin', 'home', 'fulfill', 'ideals', 'expect', 'accept', 'youngest', 'child'] Speech # 340 [(21, 0.99900207900196258)] ['president', 'governor', 'brown', 'dr', 'pauley', 'chancellor', 'members', 'board', 'regents', 'members', 'faculty', 'fellow', 'students', 'ladies', 'gentlemen', 'time', 'stadium', '22', 'years', 'ago', 'visited', 'november', '1940', 'student', 'nearby', 'small', 'school', 'game', 'stanford', 'ai', 'warmer', 'reception', 'today', 'coast', 'friends', 'occasion', 'days', 'fill', 'universities', 'football', 'academic', 'events', 'im', 'doesnt', 'represent', 'dangerous', 'trend', 'future', 'country', 'delighted', 'occasion', '94th', 'anniversary', 'charter', 'sense', 'hundredth', 'anniversary', 'university', 'universities', 'country', 'owe', 'birth', 'extraordinary', 'piece', 'legislation', 'country', 'adopted', 'morrill', 'act', 'signed', 'president', 'abraham', 'lincoln', 'darkest', 'uncertain', 'days', 'civil', 'war', 'set', 'country', 'opportunity', 'build', 'great', 'landgrant', 'colleges', 'distinguished', 'part', 'years', 'university', 'obtained', 'charter', 'graduating', 'class', 'included', 'future', 'governor', 'california', 'future', 'congressman', 'judge'] Speech # 341 [(3, 0.011288813685981659), (6, 0.52873021125094377), (14, 0.090906512081507809), (18, 0.072767947382844589), (24, 0.29365516611021442)] ['general', 'westmoreland', 'general', 'lemnitzer', 'secretary', 'general', 'decker', 'general', 'taylor', 'members', 'graduating', 'class', 'parents', 'gentlemen', 'express', 'appreciation', 'generous', 'invitation', 'graduating', 'class', 'sit', 'today', 'realize', 'view', 'song', 'heard', 'part', 'long', 'tradition', 'stretching', 'back', 'earliest', 'days', 'countrys', 'history', 'sit', 'sat', 'celebrated', 'names', 'nations', 'history', '100', 'battlefields', 'wars', 'involving', 'generation', 'countrys', 'history', 'clear', 'evidence', 'commitment', 'country', 'feel', 'sense', 'pride', 'part', 'tradition', 'citizen', 'united', 'states', 'president', 'express', 'high', 'regard', 'appreciation', 'country', 'days', 'ahead', 'announce', 'time', 'commander', 'chief', 'exercising', 'privilege', 'directing', 'secretary', 'army', 'superintendent', 'west', 'point', 'remit', 'existing', 'confinements', 'cadet', 'punishments', 'hope', 'carry', 'today', 'general', 'westmoreland', 'slightly', 'pained', 'hear', 'impending', 'view', 'fact', 'cadet', 'confident', 'day', 'head'] Speech # 342 [(6, 0.29260886155706561), (12, 0.27016089280732491), (15, 0.32132203803110593), (20, 0.11540491221793495)] ['president', 'griswold', 'members', 'faculty', 'graduates', 'families', 'ladies', 'gentlemen', 'begin', 'expressing', 'appreciation', 'deep', 'honor', 'conferred', 'general', 'de', 'gaulle', 'occasionally', 'acknowledges', 'america', 'daughter', 'europe', 'pleased', 'yale', 'daughter', 'harvard', 'worlds', 'harvard', 'education', 'yale', 'degree', 'glad', 'yale', 'man', 'troubles', 'find', 'lot', 'yale', 'men', 'businessmen', 'minor', 'disagreement', 'roger', 'blough', 'law', 'school', 'class', '1931', 'complaints', 'friend', 'henry', 'ford', 'class', '1940', 'journalism', 'difference', 'john', 'hay', 'whitney', 'class', '1926', 'displease', 'henry', 'luce', 'class', '1920', 'mention', 'william', 'buckley', 'jr', 'class', '1950', 'trouble', 'yale', 'advisers', 'warmest', 'feelings', 'chester', 'bowles', 'class', '1924', 'dean', 'acheson', 'class', '1915', 'assistant', 'mcgeorge', 'bundy', 'class', '1940', '100', 'percent', 'wise', 'experienced', 'yale', 'men', 'wholly', 'agree', 'issue', 'administration'] Speech # 343 [(6, 0.14134558052397803), (7, 0.51396615743142626), (12, 0.30008915587579144), (20, 0.043609706875392874)] ['president', 'pitzer', 'vice', 'president', 'governor', 'congressman', 'thomas', 'senator', 'wiley', 'congressman', 'miller', 'webb', 'bell', 'scientists', 'distinguished', 'guests', 'ladies', 'gentlemen', 'president', 'made', 'honorary', 'visiting', 'professor', 'assure', 'lecture', 'delighted', 'im', 'delighted', 'occasion', 'meet', 'college', 'noted', 'knowledge', 'city', 'noted', 'progress', 'state', 'noted', 'strength', 'stand', 'meet', 'hour', 'change', 'challenge', 'decade', 'hope', 'fear', 'age', 'knowledge', 'ignorance', 'greater', 'knowledge', 'increases', 'greater', 'ignorance', 'unfolds', 'striking', 'fact', 'scientists', 'world', 'alive', 'working', 'today', 'fact', 'nations', 'scientific', 'manpower', 'doubling', '12', 'years', 'rate', 'growth', 'times', 'population', 'vast', 'stretches', 'unknown', 'unanswered', 'unfinished', 'outstrip', 'collective', 'comprehension', 'man', 'fully', 'grasp', 'fast', 'condense', '50000', 'years', 'mans', 'recorded', 'history', 'time', 'span', 'halfcentury', 'stated', 'terms', '40', 'years', 'end'] Speech # 344 [(3, 0.3590624591443165), (8, 0.1035791661924871), (12, 0.28112062715986313), (14, 0.25248211138372706)] ['orders', 'court', 'case', 'meredith', 'versus', 'fair', 'beginning', 'carried', 'james', 'meredith', 'residence', 'campus', 'university', 'mississippi', 'accomplished', 'national', 'guard', 'troops', 'hoped', 'law', 'enforcement', 'officers', 'state', 'mississippi', 'federal', 'marshals', 'continue', 'sufficient', 'future', 'students', 'members', 'faculty', 'public', 'officials', 'mississippi', 'nation', 'hoped', 'return', 'normal', 'activities', 'full', 'confidence', 'integrity', 'american', 'law', 'nation', 'founded', 'principle', 'observance', 'law', 'eternal', 'safeguard', 'liberty', 'defiance', 'law', 'surest', 'road', 'tyranny', 'law', 'obey', 'includes', 'final', 'rulings', 'courts', 'enactments', 'legislative', 'bodies', 'lawabiding', 'men', 'laws', 'universally', 'loved', 'uniformly', 'respected', 'resisted', 'americans', 'free', 'short', 'disagree', 'law', 'disobey', 'government', 'laws', 'men', 'man', 'prominent', 'powerful', 'mob', 'unruly', 'boisterous', 'entitled', 'defy', 'court', 'law', 'country', 'reach', 'point', 'man', 'group', 'men'] Speech # 345 [(3, 0.077105029451403656), (6, 0.40585155716102411), (12, 0.26657710934572054), (14, 0.040872791271842186), (22, 0.20883736910261599)] ['good', 'evening', 'fellow', 'citizens', 'government', 'promised', 'maintained', 'closest', 'surveillance', 'soviet', 'military', 'buildup', 'island', 'cuba', 'past', 'week', 'unmistakable', 'evidence', 'established', 'fact', 'series', 'offensive', 'missile', 'sites', 'preparation', 'imprisoned', 'island', 'purpose', 'bases', 'provide', 'nuclear', 'strike', 'capability', 'western', 'hemisphere', 'receiving', 'preliminary', 'hard', 'information', 'nature', 'tuesday', 'morning', '9', 'directed', 'surveillance', 'stepped', 'confirmed', 'completed', 'evaluation', 'evidence', 'decision', 'action', 'government', 'feels', 'obliged', 'report', 'crisis', 'fullest', 'detail', 'characteristics', 'missile', 'sites', 'distinct', 'types', 'installations', 'include', 'medium', 'range', 'ballistic', 'missiles', 'capable', 'carrying', 'nuclear', 'warhead', 'distance', '1000', 'nautical', 'miles', 'missiles', 'short', 'capable', 'striking', 'washington', 'dc', 'panama', 'canal', 'cape', 'canaveral', 'mexico', 'city', 'city', 'southeastern', 'part', 'united', 'states', 'central', 'america', 'caribbean', 'area', 'additional'] Speech # 346 [(6, 0.23299495515999985), (12, 0.76389716619137837)] ['vice', 'president', 'speaker', 'members', '88th', 'congress', 'congratulate', 'allnot', 'electoral', 'victory', 'selected', 'role', 'history', 'privileged', 'serve', 'great', 'republic', 'decisive', 'decade', 'long', 'history', 'choices', 'make', 'good', 'ill', 'shape', 'state', 'union', 'generations', '100', 'weeks', 'ago', 'assumed', 'office', 'president', 'united', 'states', 'seeking', 'congress', 'countrymen', 'pledged', 'easy', 'answers', 'pledgedand', 'askedonly', 'toil', 'dedication', 'congress', 'people', 'good', 'measure', 'today', 'witnessed', 'recent', 'months', 'heightened', 'respect', 'national', 'purpose', 'powerhaving', 'courageous', 'calm', 'united', 'people', 'perilous', 'hourand', 'observed', 'steady', 'improvement', 'opportunities', 'wellbeing', 'citizensi', 'report', 'state', 'youthful', 'union', '175th', 'year', 'life', 'good', 'world', 'borders', 'steady', 'progress', 'made', 'building', 'world', 'order', 'people', 'west', 'berlin', 'remain', 'free', 'secure', 'settlement', 'precarious', 'reached', 'laos', 'spearpoint', 'aggression'] Speech # 347 [(8, 0.99373397534497732)] ['chancellor', 'vanderbilt', 'senator', 'kefauver', 'senator', 'gore', 'congressman', 'fulton', 'congressman', 'evins', 'congressman', 'bass', 'congressman', 'everett', 'tom', 'murray', 'distinguished', 'guests', 'members', 'judiciary', 'army', 'corps', 'engineers', 'tennessee', 'valley', 'express', 'warm', 'appreciation', 'governor', 'mayor', 'state', 'city', 'people', 'generous', 'young', 'men', 'women', 'lined', 'street', 'played', 'music', 'drove', 'stadium', 'glad', 'feel', 'musical', 'future', 'city', 'state', 'assured', 'things', 'bring', 'today', 'saluting', '90th', 'anniversary', 'vanderbilt', 'university', 'grown', 'small', 'tennessee', 'university', 'institution', 'nations', 'greatest', '7', 'colleges', 'half', '4200', 'students', 'state', 'tennessee', 'saluting', '30th', 'anniversary', 'tennessee', 'valley', 'authority', 'transformed', 'parched', 'depressed', 'floodravaged', 'region', 'fertile', 'productive', 'center', 'industry', 'science', 'agriculture', 'salutingby', 'initiating', 'construction', 'dam', 'namea', 'great', 'tennessee', 'statesman', 'cordell', 'hull', 'father'] Speech # 348 [(6, 0.41668388215603347), (8, 0.063840942779651161), (10, 0.030981934420603794), (12, 0.26970708926317094), (20, 0.21575584834980266)] ['hallowed', 'ground', 'heroic', 'deeds', 'performed', 'eloquent', 'words', 'spoken', 'century', 'ago', 'living', 'forgottenand', 'world', 'forgetthe', 'deeds', 'words', 'gettysburg', 'honor', 'join', 'memorial', 'day', '1963', 'prayer', 'permanent', 'peace', 'world', 'fulfillment', 'hopes', 'universal', 'freedom', 'justice', 'called', 'honor', 'words', 'reverent', 'prayer', 'resolution', 'deeds', 'perform', 'preserve', 'peace', 'hope', 'freedom', 'vigil', 'peace', 'world', 'world', 'aggressors', 'arms', 'tyranny', 'laid', 'freedom', 'risen', 'land', 'maintain', 'vigil', 'make', 'sons', 'died', 'foreign', 'fields', 'died', 'vain', 'maintain', 'vigil', 'peace', 'remember', 'justice', 'vigil', 'tooa', 'vigil', 'streets', 'schools', 'lives', 'peopleso', 'died', 'native', 'soil', 'died', 'vain', 'hundred', 'years', 'ago', 'slave', 'freed', 'hundred', 'years', 'negro', 'remains', 'bondage', 'color', 'skin', 'negro', 'today', 'asks', 'justice', 'answer', 'himwe', 'answer', 'lie'] Speech # 349 [(0, 0.94116612273711342), (6, 0.057840356744400981)] ['general', 'secretary', 'zuckert', 'general', 'lemay', 'members', 'congress', 'fraser', 'fellow', 'graduates', 'express', 'appreciation', 'instant', 'graduate', 'academy', 'high', 'honor', 'salinger', 'press', 'secretary', 'white', 'house', 'received', 'letter', 'days', 'ago', 'dear', 'sir', 'desire', 'honorary', 'member', 'air', 'force', 'cadet', 'wing', 'granting', 'small', 'favor', 'salinger', 'hallowed', 'revered', 'combined', 'memories', 'generals', 'mitchell', 'arnold', 'doolittle', 'humble', 'desire', 'convey', 'request', 'cadet', 'wing', 'president', 'sir', 'countless', 'numbers', 'group', 'oppressed', 'class', '3', 'punishments', 'bane', 'cadets', 'president', 'hope', 'salvation', 'granting', 'amnesty', 'oppressed', 'brethren', 'end', 'anguish', 'depression', 'sir', 'return', 'ranks', 'living', 'work', 'frontier', 'enthusiasm', 'vigor', 'signed', 'sincerely', 'cadet', 'marvin', 'hopkins', 'whos', 'future', 'general', 'salinger', 'honored', 'generals', 'mitchell', 'arnold', 'doolittle', 'great', 'pleasure', 'granting', 'amnesty'] Speech # 350 [(6, 0.69851090656126236), (12, 0.30083891676020874)] ['president', 'anderson', 'members', 'faculty', 'board', 'trustees', 'distinguished', 'guests', 'colleague', 'senator', 'bob', 'byrd', 'earned', 'degree', 'years', 'attending', 'night', 'law', 'school', 'earning', 'mine', '30', 'minutes', 'ladies', 'gentlemen', 'great', 'pride', 'participate', 'ceremony', 'american', 'university', 'sponsored', 'methodist', 'church', 'founded', 'bishop', 'john', 'fletcher', 'hurst', 'opened', 'president', 'woodrow', 'wilson', '1914', 'young', 'growing', 'university', 'fulfilled', 'bishop', 'hursts', 'enlightened', 'hope', 'study', 'history', 'public', 'affairs', 'city', 'devoted', 'making', 'history', 'conduct', 'publics', 'business', 'sponsoring', 'institution', 'higher', 'learning', 'learn', 'color', 'creed', 'methodists', 'area', 'nation', 'deserve', 'nations', 'commend', 'today', 'graduating', 'professor', 'woodrow', 'wilson', 'man', 'university', 'man', 'nation', 'man', 'time', 'confident', 'men', 'women', 'carry', 'honor', 'graduating', 'institution', 'continue', 'give', 'lives', 'talents', 'high', 'measure'] Speech # 351 [(3, 0.082760173167471474), (8, 0.028808867543585956), (12, 0.79617600406535338), (14, 0.09116262752514509)] ['good', 'evening', 'fellow', 'citizens', 'afternoon', 'series', 'threats', 'defiant', 'statements', 'presence', 'alabama', 'national', 'guardsmen', 'required', 'university', 'alabama', 'carry', 'final', 'unequivocal', 'order', 'united', 'states', 'district', 'court', 'northern', 'district', 'alabama', 'order', 'called', 'admission', 'qualified', 'young', 'alabama', 'residents', 'happened', 'born', 'negro', 'admitted', 'peacefully', 'campus', 'due', 'good', 'measure', 'conduct', 'students', 'university', 'alabama', 'met', 'responsibilities', 'constructive', 'hope', 'american', 'lives', 'stop', 'examine', 'conscience', 'related', 'incidents', 'nation', 'founded', 'men', 'nations', 'backgrounds', 'founded', 'principle', 'men', 'created', 'equal', 'rights', 'man', 'diminished', 'rights', 'man', 'threatened', 'today', 'committed', 'worldwide', 'struggle', 'promote', 'protect', 'rights', 'free', 'americans', 'vietnam', 'west', 'berlin', 'whites', 'american', 'students', 'color', 'attend', 'public', 'institution', 'select', 'backed', 'troops', 'american', 'consumers', 'color', 'receive'] Speech # 352 [(2, 0.64142018069480522), (6, 0.31100946410649655), (18, 0.044007602161841561)] ['proud', 'city', 'guest', 'distinguished', 'mayor', 'symbolized', 'world', 'fighting', 'spirit', 'west', 'berlin', 'proud', 'visit', 'federal', 'republic', 'distinguished', 'chancellor', 'years', 'committed', 'germany', 'democracy', 'freedom', 'progress', 'company', 'fellow', 'american', 'general', 'clay', 'city', 'great', 'moments', 'crisis', 'needed', 'thousand', 'years', 'ago', 'proudest', 'boast', 'civis', 'romanus', 'sum', 'today', 'world', 'freedom', 'proudest', 'boast', 'ich', 'bin', 'ein', 'berliner', 'interpreter', 'translating', 'german', 'people', 'world', 'understand', 'great', 'issue', 'free', 'world', 'communist', 'world', 'berlin', 'communism', 'wave', 'future', 'berlin', 'europe', 'work', 'communists', 'berlin', 'true', 'communism', 'evil', 'system', 'permits', 'make', 'economic', 'progress', 'lass', 'sic', 'nach', 'berlin', 'kommen', 'berlin', 'freedom', 'difficulties', 'democracy', 'perfect', 'put', 'wall', 'people', 'prevent', 'leaving', 'behalf', 'countrymen', 'live', 'miles', 'side', 'atlantic'] Speech # 353 [(6, 0.65653805350965422), (14, 0.18159423664106764), (22, 0.16118020984918865)] ['good', 'evening', 'fellow', 'citizens', 'speak', 'tonight', 'spirit', 'hope', 'eighteen', 'years', 'ago', 'advent', 'nuclear', 'weapons', 'changed', 'world', 'war', 'time', 'mankind', 'struggling', 'escape', 'darkening', 'prospect', 'mass', 'destruction', 'earth', 'age', 'sides', 'possess', 'nuclear', 'power', 'destroy', 'human', 'race', 'times', 'world', 'communism', 'world', 'free', 'choice', 'caught', 'vicious', 'circle', 'conflicting', 'ideology', 'interest', 'increase', 'tension', 'produced', 'increase', 'arms', 'increase', 'arms', 'produced', 'increase', 'tension', 'years', 'united', 'states', 'soviet', 'union', 'frequently', 'communicated', 'suspicion', 'warnings', 'rarely', 'hope', 'representatives', 'met', 'summit', 'brink', 'met', 'washington', 'moscow', 'geneva', 'united', 'nations', 'meetings', 'produced', 'darkness', 'discord', 'disillusion', 'yesterday', 'shaft', 'light', 'cut', 'darkness', 'negotiations', 'concluded', 'moscow', 'treaty', 'ban', 'nuclear', 'tests', 'atmosphere', 'outer', 'space', 'water', 'time', 'agreement'] Speech # 354 [(6, 0.95451221152056875), (12, 0.044877304073248636)] ['presidentas', 'interest', 'election', 'presidents', 'congratulate', 'election', 'high', 'officemr', 'secretary', 'general', 'delegates', 'united', 'nations', 'ladies', 'gentlemen', 'meet', 'quest', 'peace', 'twentyfour', 'months', 'ago', 'honor', 'addressing', 'body', 'shadow', 'fear', 'lay', 'darkly', 'world', 'freedom', 'west', 'berlin', 'peril', 'agreement', 'neutral', 'laos', 'remote', 'mandate', 'united', 'nations', 'congo', 'fire', 'financial', 'outlook', 'organization', 'doubt', 'dag', 'hammarskjold', 'dead', 'doctrine', 'troika', 'pressed', 'place', 'atmospheric', 'nuclear', 'tests', 'resumed', 'soviet', 'union', 'anxious', 'days', 'mankindand', 'men', 'wondered', 'aloud', 'organization', 'survive', '16th', '17th', 'general', 'assemblies', 'achieved', 'survival', 'progress', 'rising', 'responsibility', 'united', 'nations', 'helped', 'reduce', 'tensions', 'helped', 'hold', 'back', 'darkness', 'today', 'clouds', 'lifted', 'rays', 'hope', 'break', 'pressures', 'west', 'berlin', 'temporarily', 'eased', 'political', 'unity', 'congo', 'largely'] Speech # 355 [(6, 0.04706549154462298), (21, 0.95228156310398526)] ['senator', 'moss', 'colleague', 'united', 'states', 'senate', 'distinguished', 'senator', 'moss', 'president', 'mckay', 'brown', 'secretary', 'udall', 'governor', 'rawlings', 'ladies', 'gentlemen', 'proud', 'back', 'historic', 'building', 'opportunity', 'words', 'matters', 'concern', 'president', 'hope', 'concern', 'citizens', 'fact', 'strength', 'hope', 'monument', 'hearing', 'story', 'retold', 'ted', 'moss', 'recalling', 'state', 'built', 'started', 'stories', 'american', 'pioneers', 'settlers', 'inspiring', 'mormon', 'trail', 'qualities', 'founders', 'community', 'qualities', 'seek', 'america', 'qualities', 'feel', 'country', 'courage', 'patience', 'faith', 'selfreliance', 'perseverance', 'unflagging', 'determination', 'prevail', 'trip', 'united', 'states', 'assure', 'encouraging', 'work', 'washington', 'chance', 'fly', 'united', 'states', 'drive', 'great', 'country', 'understand', 'country', 'years', 'carry', 'burdens', 'parts', 'world', 'primary', 'reason', 'trip', 'conservation', 'include', 'conservation', 'human', 'resources', 'natural', 'resources', 'state', 'greatest'] Speech # 356 [(3, 0.029595485248992227), (6, 0.30165107484155246), (8, 0.45824562357885368), (12, 0.055629665866655457), (19, 0.12154506687205331), (20, 0.032327792586478554)] ['mccloy', 'president', 'plimpton', 'macleish', 'distinguished', 'guests', 'ladies', 'gentlemen', 'honored', 'occasion', 'means', 'college', 'means', 'art', 'progress', 'united', 'states', 'college', 'part', 'united', 'states', 'belongs', 'frost', 'large', 'sense', 'privileged', 'accept', 'invitation', 'rendered', 'franklin', 'roosevelt', 'rendered', 'invitation', 'macleish', 'invitation', 'received', 'mccloy', 'powers', 'presidency', 'limitations', 'occasionally', 'remembered', 'chairman', 'disarmament', 'advisory', 'committee', 'labored', 'long', 'hard', 'governor', 'stevensons', 'assistant', 'difficult', 'days', 'united', 'nations', 'cuban', 'crisis', 'public', 'servant', 'years', 'asks', 'invites', 'president', 'united', 'states', 'response', 'glad', 'amherst', 'soldiers', 'king', 'today', 'mccloy', 'long', 'public', 'servant', 'jim', 'reed', 'assistant', 'secretary', 'treasury', 'president', 'cole', 'ambassador', 'chile', 'ramey', 'commissioner', 'atomic', 'energy', 'commission', 'dick', 'reuter', 'head', 'food', 'peace', 'scores', 'years', 'recognized', 'obligations', 'advantages'] Speech # 357 [(6, 0.76052088393993889), (12, 0.23805275947071569)] ['speaker', 'president', 'members', 'house', 'members', 'senate', 'fellow', 'americans', 'gladly', 'standing', 'today', 'greatest', 'leader', 'time', 'struck', 'foulest', 'deed', 'time', 'today', 'john', 'fitzgerald', 'kennedy', 'lives', 'immortal', 'words', 'works', 'left', 'lives', 'mind', 'memories', 'mankind', 'lives', 'hearts', 'countrymen', 'words', 'sad', 'express', 'sense', 'loss', 'words', 'strong', 'express', 'determination', 'continue', 'forward', 'thrust', 'america', 'began', 'dream', 'conquering', 'vastness', 'spacethe', 'dream', 'partnership', 'atlanticand', 'pacific', 'wellthe', 'dream', 'peace', 'corps', 'developed', 'nationsthe', 'dream', 'education', 'childrenthe', 'dream', 'jobs', 'seek', 'themthe', 'dream', 'care', 'elderlythe', 'dream', 'allout', 'attack', 'mental', 'illnessand', 'dream', 'equal', 'rights', 'americans', 'race', 'colorthese', 'american', 'dreams', 'vitalized', 'drive', 'dedication', 'ideas', 'ideals', 'nobly', 'represented', 'translated', 'effective', 'action', 'john', 'kennedys', 'leadership', 'nation', 'demonstrated'] Speech # 358 [(17, 0.99874015748018163)] ['fellow', 'americans', 'yesterday', 'congress', 'speak', 'time', 'president', 'united', 'states', 'tonight', 'thanksgiving', 'strength', 'prayers', 'god', 'guard', 'republic', 'guide', 'labor', 'lived', '7', 'days', 'forget', 'divine', 'wisdom', 'answer', 'human', 'duty', 'determining', 'america', 'world', 'lead', 'hopes', 'live', 'hearts', 'great', 'leader', 'dead', 'great', 'nation', 'move', 'yesterday', 'recover', 'tomorrow', 'win', 'lose', 'resolved', 'win', 'tomorrows', 'join', 'resolve', 'determined', 'midnight', 'tragedy', 'move', 'american', 'greatness', 'generation', 'thankful', 'thankful', 'thanksgiving', 'day', 'harvests', 'bountiful', 'factories', 'flourish', 'homes', 'safe', 'defenses', 'secure', 'live', 'peace', 'good', 'world', 'pours', 'blessings', 'tonight', 'system', 'strongstrong', 'secure', 'deed', 'meant', 'tear', 'bound', 'system', 'passedyou', 'passeda', 'great', 'test', 'shown', 'john', 'kennedy', 'called', 'show', 'proclamation', 'thanksgiving', 'decency', 'purpose', 'steadfastness', 'resolve', 'strength'] Speech # 359 [(6, 0.99922485093500157)] ['president', 'secretary', 'general', 'distinguished', 'delegates', 'united', 'nations', 'ladies', 'gentlemen', 'meet', 'time', 'mourning', 'moment', 'rededication', 'nation', 'lost', 'great', 'leader', 'organization', 'lost', 'great', 'friend', 'world', 'peace', 'lost', 'great', 'champion', 'john', 'kennedy', 'author', 'hope', 'mankind', 'hope', 'shared', 'generation', 'leaders', 'continent', 'grief', 'turn', 'hope', 'quarreled', 'past', 'looked', 'future', 'task', 'work', 'kind', 'future', 'strongly', 'believed', 'today', 'make', 'unmistakably', 'clear', 'assassins', 'bullet', 'life', 'alter', 'nations', 'purpose', 'opposed', 'doctrines', 'hate', 'violence', 'land', 'world', 'committed', 'rule', 'law', 'land', 'world', 'rights', 'man', 'men', 'color', 'land', 'world', 'support', 'united', 'nations', 'instrument', 'devised', 'promote', 'peace', 'world', 'promote', 'wellbeing', 'mankind', 'today', 'told', '1958', 'majority', 'leader', 'united', 'states', 'senate', 'committee', 'great', 'tribunal', 'full'] Speech # 360 [(12, 0.92222331208920061), (20, 0.07264104617004126)] ['speaker', 'president', 'members', 'house', 'senate', 'fellow', 'americans', 'time', 'necessarily', 'short', 'agenda', 'long', 'years', 'congressional', 'session', 'longest', 'peacetime', 'history', 'foundation', 'work', 'make', 'years', 'session', 'nations', 'history', 'session', 'congress', 'session', 'civil', 'rights', 'hundred', 'sessions', 'combined', 'session', 'enacted', 'farreaching', 'tax', 'cut', 'time', 'session', 'declared', 'allout', 'war', 'human', 'poverty', 'unemployment', 'united', 'states', 'session', 'finally', 'recognized', 'health', 'older', 'citizens', 'session', 'reformed', 'tangled', 'transportation', 'transit', 'policies', 'session', 'achieved', 'effective', 'efficient', 'foreign', 'aid', 'program', 'session', 'helped', 'build', 'homes', 'schools', 'libraries', 'hospitals', 'single', 'session', 'congress', 'history', 'republic', 'summer', 'increase', 'spending', 'fact', 'budget', 'shortly', 'submit', 'actual', 'reduction', 'federal', 'expenditures', 'federal', 'employment', '1964', 'unique', 'opportunity', 'obligationto', 'prove', 'success', 'system', 'disprove'] Speech # 361 [(14, 0.75571479309126666), (20, 0.038719317478611237), (21, 0.20497726066750702)] ['president', 'past', 'week', 'united', 'states', 'demonstrated', 'anew', 'situations', 'nations', 'determination', 'insure', 'peace', 'freedom', 'widest', 'areas', 'progress', 'ends', 'frequently', 'slow', 'rarely', 'dramatic', 'viewed', 'perspective', 'history', 'headlines', 'patiently', 'continuing', 'efforts', 'resume', 'relations', 'neighbors', 'panama', 'reconsider', 'preconditions', 'side', 'issues', 'threaten', 'divide', 'quietly', 'working', 'cyprus', 'crisis', 'friends', 'determine', 'role', 'play', 'easing', 'present', 'strains', 'island', 'response', 'request', 'received', 'assurances', 'friendly', 'leaders', 'vietnam', 'proceeding', 'immediately', 'step', 'pace', 'military', 'operations', 'viet', 'cong', 'specific', 'instructions', 'corps', 'commanders', 'personal', 'visit', 'general', 'khanh', 'vital', 'delta', 'area', 'fourth', 'consulting', 'parties', 'concerned', 'indonesianmalaysian', 'dispute', 'including', 'united', 'nations', 'follow', 'attorney', 'generals', 'successful', 'efforts', 'arranging', 'ceasefire', 'discussion', 'conference', 'table', 'constant', 'consultation', 'allies', 'troubled', 'independence'] Speech # 362 [(6, 0.94332915059133104), (14, 0.025946466098419215), (21, 0.028906201491839485)] ['president', 'chancellor', 'president', 'adolfo', 'lopez', 'mateos', 'mrs', 'mateos', 'senator', 'kuchel', 'members', 'congress', 'distinguished', 'guests', 'ladies', 'gentlemen', 'altogether', 'place', 'learning', 'honor', 'president', 'lopez', 'mateos', 'qualities', 'mind', 'heart', 'made', 'leader', 'mexico', 'hemispherea', 'product', 'revolution', 'architect', 'freedom', 'universities', 'institutes', 'country', 'attracting', 'young', 'men', 'women', 'continent', 'testimony', 'vigor', 'mexican', 'intellectual', 'scientific', 'achievement', 'great', 'colleges', 'universities', 'country', 'university', 'california', 'deeply', 'committed', 'enrichment', 'diversity', 'american', 'life', 'university', 'cherished', 'links', 'mexico', 'proud', 'claim', 'adolfo', 'lopez', 'mateos', 'personal', 'friend', 'people', 'united', 'states', 'governor', 'brown', 'told', 'proud', 'enduring', 'friendship', 'neighboring', 'nation', 'mexico', 'winning', 'independence', 'strengthening', 'institutions', 'relentless', 'quest', 'social', 'justice', 'human', 'rights', 'pursuit', 'life', 'people', 'mexico', 'united', 'states', 'walked'] Speech # 363 [(14, 0.99955411054338106)] ['president', 'pleasure', 'morning', 'announcing', 'intention', 'nominating', 'william', 'bundy', 'assistant', 'secretary', 'state', 'eastern', 'affairs', 'bundy', 'assistant', 'secretary', 'defense', 'international', 'security', 'affairs', 'bring', 'post', 'great', 'background', 'experience', 'eastern', 'field', 'bundy', 'replaced', 'defense', 'department', 'post', 'john', 'mcnaughton', 'current', 'general', 'counsel', 'department', 'defense', 'announce', 'appointment', 'daniel', 'luevano', 'california', 'assistant', 'secretary', 'army', 'luevano', 'chief', 'deputy', 'director', 'state', 'department', 'finance', 'california', 'governor', 'brown', 'consistently', 'demonstrated', 'ability', 'number', 'governmental', 'posts', 'native', 'state', 'assistant', 'dr', 'clark', 'kerr', 'president', 'university', 'california', 'announce', 'appointment', 'mrs', 'frankie', 'muse', 'freeman', 'associate', 'general', 'counsel', 'st', 'louis', 'housing', 'land', 'clearance', 'authority', 'member', 'civil', 'rights', 'commission', 'mrs', 'freeman', 'assistant', 'attorney', 'general', 'state', 'missouri', 'distinguished', 'missouri'] Speech # 364 [(11, 0.72792472468049729), (14, 0.25242749956140631), (20, 0.019173382227049923)] ['president', 'good', 'afternoon', 'ladies', 'gentlemen', 'president', 'truman', 'mrs', 'johnson', 'personal', 'representatives', 'funeral', 'king', 'paul', 'addition', 'members', 'delegation', 'include', 'archbishop', 'iakovos', 'john', 'plumides', 'president', 'americanhellenic', 'fraternal', 'organization', 'judge', 'john', 'pappas', 'boston', 'congressman', 'john', 'brademas', 'indiana', 'mike', 'manatos', 'special', 'assistant', 'george', 'vournas', 'washington', 'dc', 'today', 'reappointing', 'walter', 'tobriner', 'district', 'columbia', 'board', 'commissioners', 'tobriner', 'distinguished', 'record', 'service', 'community', 'understand', 'desire', 'return', 'private', 'pursuits', 'pleased', 'agreed', 'continue', 'commissioner', 'today', 'reappointing', 'laurence', 'walrath', 'member', 'interstate', 'commerce', 'commission', '7year', 'term', 'commissioner', 'walrath', 'chairman', 'commission', 'excellent', 'job', 'member', 'today', 'appointing', 'james', 'robertson', 'full', '14year', 'term', 'federal', 'reserve', 'board', 'robertson', 'served', 'distinction', 'board', 'appointed', 'serve', 'unexpired', 'term', 'today'] Speech # 365 [(11, 0.089489886171328678), (12, 0.078284662382562695), (14, 0.72955273498257955), (20, 0.10029189241495454)] ['president', 'ladies', 'gentlemen', 'today', 'regular', 'scheduled', 'televised', 'notified', 'advance', 'press', 'conference', 'drive', 'cancel', 'informal', 'meeting', 'tourists', 'gate', 'happy', 'today', 'visiting', 'members', 'american', 'society', 'newspaper', 'editors', 'friends', 'city', 'information', 'state', 'national', 'economy', 'quarter', '1964', 'gross', 'national', 'product', 'rose', 'rate', '608', 'billion', '8', 'billion', 'fourth', 'quarter', '1963', 'quarter', 'gross', 'national', 'product', '37', 'billion', 'year', 'earlier', 'figure', 'largest', 'yeartoyear', 'gain', 'told', 'chairman', 'economic', 'council', 'afternoon', '2', 'years', 'personal', 'income', 'march', 'ran', 'rate', '480', 'billion', 'increase', '1', 'billion', 'february', '257', 'billion', 'rate', 'march', '1963', 'time', '2', 'years', 'making', 'real', 'progress', 'cutting', 'unemployment', 'net', 'gain', '1', '12', 'million', 'jobs', 'year', 'ago', 'jobless', 'rate', 'dropped', '58'] Speech # 366 [(6, 0.64258949624936468), (12, 0.26000124179174866), (14, 0.062818322653232603), (21, 0.034241521668337285)] ['paul', 'miller', 'fellow', 'americans', 'friday', 'talked', 'editors', 'leading', 'newspapers', 'land', 'today', 'honored', 'bosses', 'kind', 'distinguished', 'gathering', 'reminds', 'meeting', 'cabinet', 'room', 'day', 'cabinet', 'table', 'sat', 'harvard', 'men', 'yale', 'men', 'dean', 'rusk', 'rhodes', 'scholars', 'graduate', 'southwest', 'texas', 'state', 'teachers', 'college', 'good', 'great', 'city', 'gave', 'nation', 'great', 'artists', 'repartee', 'al', 'smith', 'al', 'smith', 'making', 'speech', 'city', 'heckler', 'yelled', 'al', 'wont', 'long', 'al', 'hesitation', 'answered', 'ill', 'wont', 'longer', 'today', 'talk', 'concerned', 'men', 'gathered', 'luncheon', 'ladies', 'speak', 'problems', 'potentials', 'lie', 'ahead', 'great', 'purpose', 'americans', 'dedicated', 'world', 'changed', 'times', 'general', 'washington', 'counseled', 'weak', 'country', 'observe', 'good', 'faith', 'justice', 'nations', 'great', 'empires', 'risen', 'dissolved', 'great', 'heroes', 'made'] Speech # 367 [(14, 0.89302984742543834), (20, 0.1048169481979898)] ['president', 'friends', 'reportersi', 'hope', 'sameand', 'children', 'reporters', 'glad', 'youngsters', 'today', 'prove', 'fathers', 'job', 'glad', 'mothers', 'suspect', 'pleased', 'find', 'fathers', 'working', 'today', 'thought', 'children', 'deserved', 'press', 'conference', 'telephone', 'calls', 'fathers', 'mothers', 'located', 'wandering', 'parents', 'receptions', 'good', 'cub', 'reporters', 'suggested', 'accredited', 'white', 'house', 'person', 'remain', 'anonymous', 'hair', 'cut', 'press', 'conference', 'children', 'pose', 'group', 'picture', 'lets', 'mommas', 'poppas', 'crowding', 'pictures', 'business', 'children', 'secretary', 'defense', 'mcnamara', 'leave', 'washington', 'friday', 'west', 'germany', 'continue', 'discussions', 'matters', 'mutual', 'defense', 'interest', 'minister', 'defense', 'von', 'hassel', 'discussions', 'minister', 'von', 'hassel', 'include', 'cooperative', 'research', 'development', 'existing', 'cooperative', 'logistics', 'programs', 'continuation', 'united', 'states', 'federal', 'republic', 'germanys', 'military', 'purchase', 'offset', 'program', 'asked'] Speech # 368 [(8, 0.71108432267430455), (12, 0.28381902697438488)] ['president', 'hatcher', 'governor', 'romney', 'senators', 'mcnamara', 'hart', 'congressmen', 'meader', 'staebler', 'members', 'fine', 'michigan', 'delegation', 'members', 'graduating', 'class', 'fellow', 'americans', 'great', 'pleasure', 'today', 'university', 'coeducational', '1870', 'basis', 'accomplishments', 'detroit', 'high', 'school', 'girl', 'choosing', 'college', 'decide', 'coeducational', 'school', 'educational', 'school', 'find', 'michigan', 'hours', 'today', 'anxious', 'meet', 'michigan', 'student', 'father', 'told', 'friend', 'mine', 'sons', 'education', 'real', 'stopped', 'mother', 'bragging', 'today', 'turmoil', 'capital', 'tranquility', 'campus', 'speak', 'future', 'country', 'purpose', 'protecting', 'life', 'nation', 'preserving', 'liberty', 'citizens', 'pursue', 'happiness', 'people', 'success', 'pursuit', 'test', 'success', 'nation', 'century', 'labored', 'settle', 'subdue', 'continent', 'half', 'century', 'called', 'unbounded', 'invention', 'untiring', 'industry', 'create', 'order', 'plenty', 'people', 'challenge', 'half', 'century', 'wisdom', 'wealth'] Speech # 369 [(3, 0.026735459109896369), (6, 0.27640239745106815), (12, 0.64984955329103), (14, 0.01035269883512714), (20, 0.034820810852850895)] ['fellow', 'americans', 'sign', 'law', 'civil', 'rights', 'act', '1964', 'occasion', 'talk', 'law', 'means', 'american', 'hundred', 'eightyeight', 'years', 'ago', 'week', 'small', 'band', 'valiant', 'men', 'began', 'long', 'struggle', 'freedom', 'pledged', 'lives', 'fortunes', 'sacred', 'honor', 'found', 'nation', 'forge', 'ideal', 'freedomnot', 'political', 'independence', 'personal', 'libertynot', 'eliminate', 'foreign', 'rule', 'establish', 'rule', 'justice', 'affairs', 'men', 'struggle', 'turning', 'point', 'history', 'today', 'corners', 'distant', 'continents', 'ideals', 'american', 'patriots', 'shape', 'struggles', 'men', 'hunger', 'freedom', 'proud', 'triumph', 'founded', 'country', 'knew', 'freedom', 'secure', 'generation', 'fought', 'renew', 'enlarge', 'meaning', 'minutemen', 'concord', 'soldiers', 'vietnam', 'generation', 'equal', 'trust', 'americans', 'race', 'color', 'died', 'battle', 'protect', 'freedom', 'americans', 'race', 'color', 'worked', 'build', 'nation', 'widening', 'opportunities', 'generation', 'americans'] Speech # 370 [(14, 0.99219068934941956)] ['president', 'good', 'afternoon', 'ladies', 'gentlemen', 'announce', 'successful', 'development', 'major', 'strategic', 'manned', 'aircraft', 'system', 'employed', 'strategic', 'air', 'command', 'system', 'employs', 'sr71', 'aircraft', 'longrange', 'advanced', 'strategic', 'reconnaissance', 'plane', 'military', 'capable', 'worldwide', 'reconnaissance', 'military', 'operations', 'joint', 'chiefs', 'staff', 'reviewing', 'rs70', 'emphasized', 'importance', 'strategic', 'reconnaissance', 'mission', 'sr71', 'aircraft', 'reconnaissance', 'system', 'advanced', 'world', 'aircraft', 'fly', 'times', 'speed', 'sound', 'operate', 'altitudes', 'excess', '80000', 'feet', 'advanced', 'observation', 'equipment', 'kinds', 'world', 'aircraft', 'provide', 'strategic', 'forces', 'united', 'states', 'outstanding', 'longrange', 'reconnaissance', 'capability', 'system', 'periods', 'military', 'hostilities', 'situations', 'united', 'states', 'military', 'forces', 'confronting', 'foreign', 'military', 'forces', 'sr7i', 'j58', 'engine', 'experimental', 'interceptor', 'previously', 'announced', 'substantially', 'heavier', 'longer', 'range', 'considerably', 'heavier', 'gross'] Speech # 371 [(6, 0.42862255109895248), (9, 0.17964054317448241), (14, 0.38805489735510063)] ['fellow', 'americans', 'president', 'commander', 'chief', 'duty', 'american', 'people', 'report', 'renewed', 'hostile', 'actions', 'united', 'states', 'ships', 'high', 'seas', 'gulf', 'tonkin', 'today', 'required', 'order', 'military', 'forces', 'united', 'states', 'action', 'reply', 'initial', 'attack', 'destroyer', 'maddox', 'august', '2', 'repeated', 'today', 'number', 'hostile', 'vessels', 'attacking', 'destroyers', 'torpedoes', 'destroyers', 'supporting', 'aircraft', 'acted', 'orders', 'gave', 'initial', 'act', 'aggression', 'attacking', 'boats', 'sunk', 'losses', 'performance', 'commanders', 'crews', 'engagement', 'highest', 'tradition', 'united', 'states', 'navy', 'repeated', 'acts', 'violence', 'armed', 'forces', 'united', 'states', 'met', 'alert', 'defense', 'positive', 'reply', 'reply', 'speak', 'tonight', 'air', 'action', 'execution', 'gunboats', 'supporting', 'facilities', 'north', 'vietnam', 'hostile', 'operations', 'larger', 'sense', 'act', 'aggression', 'aimed', 'directly', 'forces', 'brings', 'home', 'united', 'states'] Speech # 372 [(6, 0.7470622515896701), (9, 0.069375982533518635), (14, 0.18168543325400938)] ['dr', 'newhouse', 'chancellor', 'tolley', 'governor', 'mrs', 'rockefeller', 'members', 'congress', 'distinguished', 'guests', 'members', 'faculty', 'ladies', 'gentlemen', 'share', 'great', 'admiration', 'pride', 'generosity', 'dr', 'newhouse', 'made', 'area', 'nation', 'great', 'institution', 'debt', 'years', 'generations', 'centuries', 'products', 'great', 'adventure', 'occasion', 'fitting', 'meeting', 'dedicate', 'center', 'understanding', 'men', 'purpose', 'speaking', 'night', 'spoke', 'people', 'nation', 'morning', 'speak', 'people', 'nationsso', 'understand', 'mistake', 'purpose', 'action', 'required', 'august', '2', 'united', 'states', 'destroyer', 'maddox', 'attacked', 'high', 'seas', 'gulf', 'tonkin', 'hostile', 'vessels', 'government', 'north', 'vietnam', 'august', '4', 'attack', 'repeated', 'waters', 'united', 'states', 'destroyers', 'attacks', 'deliberate', 'attacks', 'unprovoked', 'attacks', 'answered', 'night', '12', 'hours', 'air', 'units', 'united', 'states', 'seventh', 'fleet', 'sought', 'hostile', 'vessels', 'supporting', 'facilities'] Speech # 373 [(6, 0.88125720472830438), (12, 0.097704013425881031), (19, 0.020522652813497508)] ['chairman', 'mccormack', 'fellow', 'americans', 'accept', 'nomination', 'accept', 'duty', 'leading', 'party', 'victory', 'year', 'bottom', 'heart', 'placing', 'side', 'man', 'night', 'wisely', 'selected', 'vice', 'president', 'united', 'states', 'speak', 'proved', 'tonight', 'great', 'acceptance', 'speech', 'speak', 'monday', 'speeches', '50', 'states', 'lead', 'led', 'great', 'champion', 'freedom', 'man', 'independence', 'harry', 'truman', 'gladness', 'high', 'occasion', 'mask', 'sorrow', 'shares', 'hearts', 'tonight', 'rededicate', 'keeping', 'burning', 'golden', 'torch', 'promise', 'john', 'fitzgerald', 'kennedy', 'set', 'aflame', 'stop', 'rest', 'written', 'law', 'land', 'suggestions', 'made', 'john', 'fitzgerald', 'kennedy', 'program', 'continue', 'supplement', 'program', 'kind', 'laws', 'write', 'tonight', 'offer', 'ourselveson', 'record', 'platformas', 'party', 'americans', 'allamerican', 'party', 'americans', 'prosperous', 'people', 'land', 'reasonable', 'men', 'place', 'petty', 'partisanship', 'peevish', 'prejudice'] Speech # 374 [(6, 0.68041476721478544), (14, 0.054469896938221601), (19, 0.14884392998232812), (20, 0.1141895103191703)] ['chairman', 'governor', 'mckeithen', 'great', 'senior', 'senator', 'allen', 'ellender', 'friend', 'fine', 'mayor', 'mayor', 'schiro', 'mrs', 'long', 'longtime', 'valued', 'friend', 'colleague', 'promising', 'young', 'men', 'nation', 'russell', 'long', 'congressman', 'willis', 'congressman', 'morrison', 'congressman', 'thompson', 'congressman', 'gillis', 'longall', 'serve', 'nation', 'state', 'great', 'distinction', 'credit', 'louisiana', 'congress', 'marshall', 'brown', 'donelonall', 'friends', 'louisiana', 'touched', 'generosity', 'cordiality', 'deeply', 'fine', 'gave', 'lady', 'bird', 'luci', 'evening', '4', 'years', 'habit', 'coming', 'home', 'orleans', 'ending', 'trip', 'whistlestop', 'lovely', 'enterprising', 'city', 'years', 'felt', 'close', 'people', 'louisiana', 'born', 'reared', 'adjoining', 'state', 'neighboring', 'state', 'russell', 'spent', 'time', 'congress', '30', 'years', 'louisiana', 'representatives', 'fair', 'effective', 'ways', 'finallyafter', 'opposed', 'russell', 'items', 'amendments', 'bill', 'ready', 'pass', 'offer'] Speech # 375 [(4, 0.99936633663360286)] ['fellow', 'americans', 'thursday', 'week', 'kremlin', 'moscow', 'soviet', 'government', 'announced', 'change', 'leadership', 'friday', 'week', 'communist', 'china', 'exploded', 'nuclear', 'device', 'isolated', 'test', 'site', 'sinkiang', 'important', 'events', 'make', 'president', 'report', 'fully', 'promptly', 'evening', 'begin', 'events', 'moscow', 'happened', 'nikita', 'khrushchev', 'thursday', 'forced', 'power', 'friends', 'colleagues', 'days', 'ago', 'praise', 'moscow', 'today', 'learn', 'faults', 'men', 'top', 'today', 'men', 'picked', 'leadership', 'men', 'carried', 'administration', 'soviet', 'government', 'absent', 'soviet', 'capital', 'half', 'time', 'power', 'khrushchev', 'dominant', 'figure', 'making', 'soviet', 'policy', 'lenin', 'stalin', 'man', 'history', 'made', 'undisputed', 'master', 'communist', 'russia', 'times', 'guilty', 'dangerous', 'adventure', 'required', 'great', 'american', 'firmness', 'good', 'sensefirst', 'berlin', 'cuban', 'missile', 'crisisto', 'turn', 'back', 'threats', 'actions', 'war', 'learned'] Speech # 376 [(6, 0.036452336085127608), (12, 0.74079101917753931), (19, 0.11072952722677037), (20, 0.11157647373367387)] ['good', 'evening', 'sponsor', 'identified', 'unlike', 'television', 'programs', 'performer', 'hasnt', 'provided', 'script', 'matter', 'fact', 'permitted', 'choose', 'words', 'discuss', 'ideas', 'choice', 'face', 'weeks', 'spent', 'life', 'democrat', 'recently', 'fit', 'follow', 'issues', 'confronting', 'cross', 'party', 'lines', 'side', 'campaign', 'telling', 'issues', 'election', 'maintenance', 'peace', 'prosperity', 'line', 'weve', 'good', 'uncomfortable', 'feeling', 'prosperity', 'isnt', 'base', 'hopes', 'future', 'nation', 'history', 'survived', 'tax', 'burden', 'reached', 'national', 'income', 'today', '37', 'cents', 'dollar', 'earned', 'country', 'tax', 'collectors', 'share', 'government', 'continues', 'spend', '17', 'million', 'dollars', 'day', 'government', 'takes', 'havent', 'balanced', 'budget', '28', '34', 'years', 'weve', 'raised', 'debt', 'limit', 'times', 'twelve', 'months', 'national', 'debt', 'half', 'times', 'bigger', 'combined', 'debts', 'nations', 'world', '15', 'billion'] Speech # 377 [(6, 0.27244224698583347), (12, 0.71965947148429155)] ['speaker', 'president', 'members', 'congress', 'fellow', 'americans', 'hill', 'home', 'stirred', 'friendships', 'total', 'agreement', 'executive', 'congress', 'impossible', 'total', 'respect', 'important', 'proud', 'colleagues', 'congress', 'legacy', 'trust', 'loyalty', 'nation', 'unaware', 'emotions', 'members', 'body', 'tonight', 'twentyeight', 'years', 'ago', 'felt', 'learn', 'men', 'love', 'country', 'men', 'day', 'entering', 'century', 'pursuit', 'american', 'union', 'hundred', 'years', 'ago', '1765', 'assembled', 'colonies', 'joined', 'demand', 'freedom', 'arbitrary', 'power', 'century', 'struggled', 'hold', 'continental', 'union', 'democracy', 'history', 'man', 'hundred', 'years', 'ago', '1865', 'terrible', 'test', 'blood', 'fire', 'compact', 'union', 'finally', 'sealed', 'century', 'labored', 'establish', 'unity', 'purpose', 'interest', 'groups', 'make', 'american', 'community', 'struggle', 'brought', 'pain', 'violence', 'achieved', 'unity', 'interest', 'people', 'unmatched', 'history', 'freedom', 'tonight', '1965', 'begin'] Speech # 378 [(6, 0.9905230468865156)] ['fellow', 'countrymen', 'occasion', 'oath', 'god', 'mine', 'nation', 'people', 'fate', 'nation', 'future', 'people', 'rest', 'citizen', 'citizens', 'majesty', 'meaning', 'moment', 'generation', 'destiny', 'history', 'decides', 'generation', 'choice', 'rocket', 'moves', 'mars', 'reminds', 'world', 'children', 'short', 'span', 'years', 'man', 'stand', 'scene', 'time', 'changerapid', 'fantastic', 'changebearing', 'secrets', 'nature', 'multiplying', 'nations', 'placing', 'uncertain', 'hands', 'weapons', 'mastery', 'destruction', 'shaking', 'values', 'uprooting', 'ways', 'destiny', 'midst', 'change', 'rest', 'unchanged', 'character', 'people', 'faith', 'herethe', 'exile', 'stranger', 'brave', 'frightenedto', 'find', 'place', 'man', 'man', 'made', 'covenant', 'land', 'conceived', 'justice', 'written', 'liberty', 'bound', 'union', 'meant', 'day', 'inspire', 'hopes', 'mankind', 'binds', 'terms', 'flourish', 'justice', 'promise', 'made', 'journey', 'share', 'fruits', 'land', 'land', 'great', 'wealth', 'families', 'live'] Speech # 379 [(14, 0.99941463414627185)] ['today', 'sending', 'congress', 'agricultural', 'message', 'message', 'farmers', 'ranchers', 'large', 'small', 'message', 'rural', 'america', 'texas', 'boyhood', 'farming', 'backbone', 'economy', 'message', 'sending', 'congress', 'today', 'makes', 'clear', 'farmer', 'agricultural', 'community', 'important', 'american', 'life', 'message', 'nations', 'farmers', 'live', 'rural', 'areas', 'message', 'americans', 'benefit', 'unparalleled', 'harvest', 'plenty', 'food', 'today', 'bargain', 'proper', 'grateful', 'nation', 'properly', 'reward', 'make', 'food', 'sustains', 'message', 'today', 'make', 'recommendations', 'appointment', 'blue', 'ribbon', 'commission', 'americans', 'assist', 'adapting', 'farm', 'programs', 'tomorrow', '20th', 'century', 'commission', 'conduct', 'fundamental', 'examination', 'entire', 'agricultural', 'policy', 'united', 'states', 'america', 'taking', 'steps', 'assure', 'benefits', 'federal', 'programs', 'distributed', 'fairly', 'urban', 'rural', 'areas', 'proposing', 'loans', 'rural', 'areas', 'housing', 'lower', 'budget', 'costs', 'fourth', 'recommending'] Speech # 380 [(6, 0.11410504090594606), (14, 0.7820407492397462), (20, 0.10214650902676471)] ['president', 'good', 'afternoon', 'ladies', 'gentlemen', 'march', 'week', 'brought', 'deep', 'painful', 'challenge', 'unending', 'search', 'american', 'freedom', 'challenge', 'ended', 'resource', 'government', 'directed', 'insuring', 'justice', 'men', 'races', 'alabama', 'land', 'meaning', 'oath', 'swore', 'almighty', 'god', 'office', 'presidency', 'heart', 'people', 'country', 'demand', 'sunday', 'group', 'negro', 'americans', 'selma', 'alabama', 'attempted', 'peacefully', 'protest', 'denial', 'basic', 'political', 'allthe', 'vote', 'attacked', 'brutally', 'beaten', 'moment', 'acted', 'effectively', 'protect', 'constitutional', 'rights', 'citizens', 'selma', 'prevent', 'violence', 'lawlessness', 'country', 'occurred', '70', 'united', 'states', 'government', 'officials', 'including', 'fbi', 'agents', 'including', 'justice', 'department', 'lawyers', 'governor', 'collins', 'assistant', 'attorney', 'general', 'john', 'doar', 'asked', 'selma', 'continuously', 'present', 'selma', 'working', 'peace', 'enforce', 'law', 'times', 'full', 'power', 'federal', 'government'] Speech # 381 [(3, 0.088217663804683155), (6, 0.39294453729336587), (8, 0.026147367104383437), (12, 0.31158988440061575), (14, 0.10599842247375126), (20, 0.02848886805635565), (22, 0.036155201110360469)] ['speaker', 'president', 'members', 'congress', 'speak', 'tonight', 'dignity', 'man', 'destiny', 'democracy', 'urge', 'member', 'parties', 'americans', 'religions', 'colors', 'section', 'country', 'join', 'times', 'history', 'fate', 'meet', 'single', 'time', 'single', 'place', 'shape', 'turning', 'point', 'mans', 'unending', 'search', 'freedom', 'lexington', 'concord', 'century', 'ago', 'appomattox', 'week', 'selma', 'alabama', 'longsuffering', 'men', 'women', 'peacefully', 'protested', 'denial', 'rights', 'americans', 'brutally', 'assaulted', 'good', 'man', 'man', 'god', 'killed', 'pride', 'happened', 'selma', 'selfsatisfaction', 'long', 'denial', 'equal', 'rights', 'millions', 'americans', 'hope', 'faith', 'democracy', 'happening', 'tonight', 'cries', 'pain', 'hymns', 'protests', 'oppressed', 'people', 'summoned', 'convocation', 'majesty', 'great', 'governmentthe', 'government', 'greatest', 'nation', 'earth', 'mission', 'oldest', 'basic', 'country', 'wrong', 'justice', 'serve', 'man', 'time', 'live', 'moments', 'great', 'crisis'] Speech # 382 [(14, 0.99947939262466057)] ['president', 'ladies', 'gentlemen', 'lbj', 'ranch', 'hope', 'enjoy', 'stay', 'bring', 'temperature', 'today', 'telegram', 'honorable', 'george', 'wallace', 'governor', 'alabama', 'montgomery', 'alabama', 'responsibility', 'maintaining', 'law', 'order', 'federal', 'system', 'properly', 'rests', 'state', 'local', 'government', 'basis', 'public', 'statements', 'discussions', 'thought', 'felt', 'strongly', 'action', 'regard', 'surprised', 'telegram', 'thursday', 'requested', 'federal', 'assistance', 'performance', 'fundamental', 'state', 'duties', 'surprising', 'telegram', 'yesterday', 'stating', 'alabama', 'legislature', 'monetary', 'consideration', 'state', 'unable', 'protect', 'american', 'citizens', 'maintain', 'peace', 'order', 'responsible', 'manner', 'federal', 'forces', 'court', 'order', 'obeyed', 'rights', 'american', 'citizens', 'protected', 'intend', 'meet', 'request', 'providing', 'federal', 'assistance', 'perform', 'normal', 'police', 'functions', 'calling', 'federal', 'service', 'selected', 'units', 'alabama', 'national', 'guard', 'police', 'units', 'regular', 'army', 'meet', 'state'] Speech # 383 [(12, 0.10955053514509157), (14, 0.27215155576589595), (16, 0.089872845509231108), (22, 0.52591009351957829)] ['fellow', 'americans', 'historic', 'room', 'minutes', 'ago', 'honored', 'brave', 'men', 'great', 'american', 'achievements', 'talk', 'tragedy', 'stain', 'american', 'society', 'horrible', 'crime', 'committed', 'night', 'selma', 'montgomery', 'alabama', 'constant', 'touch', 'attorney', 'general', 'director', 'fbi', 'edgar', 'hoover', 'night', 'matter', 'due', 'fast', 'efficient', 'work', 'special', 'agents', 'fbi', 'worked', 'night', 'long', 'starting', 'immediately', 'tragic', 'death', 'mrs', 'viola', 'liuzzo', 'lonely', 'road', 'selma', 'montgomery', 'alabama', 'arrests', 'made', 'minutes', 'ago', 'ku', 'klux', 'klan', 'members', 'birmingham', 'alabama', 'charging', 'conspiracy', 'violate', 'civil', 'rights', 'murdered', 'woman', 'edgar', 'hoover', 'honored', 'public', 'servant', 'standing', 'advised', 'identities', 'men', 'charged', 'heinous', 'crime', 'eugene', 'thomas', 'age', '43', 'bessemer', 'william', 'orville', 'eaton', 'age', '41', 'bessemer', 'gary', 'thomas', 'rowe', 'jr'] Speech # 384 [(6, 0.95757905093274054), (14, 0.039505332496254097)] ['garland', 'senator', 'brewster', 'senator', 'tydings', 'members', 'congressional', 'delegation', 'members', 'faculty', 'johns', 'hopkins', 'student', 'body', 'fellow', 'americans', 'week', '17', 'nations', 'views', 'dozen', 'countries', 'interest', 'southeast', 'asia', 'joining', '17', 'countries', '1', 'stating', 'american', 'policy', 'tonight', 'contribute', 'peace', 'area', 'world', '1', 'text', 'reply', '17nation', 'declaration', 'march', '15', 'released', 'white', 'house', 'april', '8', '1965', '17nation', 'declaration', 'reply', 'printed', 'department', 'state', 'bulletin', 'vol', '52', '610', 'review', 'people', 'views', 'american', 'government', 'tonight', 'americans', 'asians', 'dying', 'world', 'people', 'choose', 'path', 'change', 'principle', 'ancestors', 'fought', 'valleys', 'pennsylvania', 'principle', 'sons', 'fight', 'tonight', 'jungles', 'vietnam', 'vietnam', 'quiet', 'campus', 'territory', 'seek', 'war', 'dirty', 'brutal', 'difficult', '400', 'young', 'men', 'born', 'america', 'bursting'] Speech # 385 [(6, 0.011527281473158891), (14, 0.94595566086337801), (20, 0.042016203935448061)] ['president', 'good', 'afternoon', 'ladies', 'gentlemen', 'glad', 'trade', 'comfort', 'west', 'lobby', 'straightbacked', 'chairs', 'east', 'room', 'today', 'conflict', 'emotions', 'wanted', 'give', 'due', 'adequate', '3day', 'notice', 'press', 'conference', 'time', 'didnt', 'manage', 'news', 'holding', 'announcement', 'appointees', 'today', 'reconcile', 'statement', 'present', 'men', 'weekend', 'selected', 'occupy', 'important', 'posts', 'government', 'engaged', 'crucial', 'struggle', 'vietnam', 'small', 'war', 'men', 'give', 'lives', 'war', 'stakes', 'high', 'independent', 'south', 'vietnam', 'attacked', 'north', 'vietnam', 'object', 'attack', 'total', 'conquest', 'defeat', 'south', 'vietnam', 'deliver', 'friendly', 'nation', 'terror', 'repression', 'encourage', 'spur', 'seek', 'conquer', 'free', 'nations', 'reach', 'welfare', 'freedom', 'great', 'danger', 'clearest', 'lesson', 'time', 'munich', 'today', 'learned', 'yield', 'aggression', 'brings', 'greater', 'threats', 'brings', 'destructive', 'war', 'stand', 'firm'] Speech # 386 [(14, 0.99085714285575421)] ['concluded', 'meeting', 'leaders', 'congress', 'reported', 'situation', 'dominican', 'republic', 'reported', 'decisions', 'government', 'considers', 'situation', 'order', 'protect', 'american', 'lives', 'members', 'leadership', 'expressed', 'support', 'decisions', 'united', 'states', 'government', 'informed', 'military', 'authorities', 'dominican', 'republic', 'american', 'lives', 'danger', 'authorities', 'longer', 'guarantee', 'safety', 'reported', 'assistance', 'military', 'personnel', 'needed', 'purpose', 'ordered', 'secretary', 'defense', 'put', 'american', 'troops', 'ashore', 'order', 'give', 'protection', 'hundreds', 'americans', 'dominican', 'republic', 'escort', 'safely', 'back', 'country', 'assistance', 'nationals', 'countries', 'asked', 'pursuant', 'instructions', '400', 'marines', 'landed', 'general', 'wheeler', 'chairman', 'joint', 'chiefs', 'staff', 'reported', 'incidents', 'appealed', 'repeatedly', 'recent', 'days', 'ceasefire', 'contending', 'forces', 'dominican', 'republic', 'interests', 'dominicans', 'foreigners', 'alike', 'repeat', 'urgent', 'appeal', 'tonight', 'council', 'oas', 'advised', 'situation', 'dominican'] Speech # 387 [(6, 0.33245153084234147), (14, 0.66668785175811185)] ['good', 'evening', 'ladies', 'gentlemen', 'meeting', 'leaders', 'parties', 'congress', 'held', 'cabinet', 'room', 'white', 'house', 'briefed', 'facts', 'situation', 'dominican', 'republic', 'make', 'facts', 'american', 'people', 'world', 'times', 'affairs', 'nations', 'great', 'principles', 'tested', 'ordeal', 'conflict', 'danger', 'time', 'american', 'nations', 'stake', 'lives', 'thousands', 'liberty', 'nation', 'principles', 'values', 'american', 'republics', 'hopes', 'concern', 'entire', 'hemisphere', 'sabbathsunday', 'focused', 'dominican', 'republic', 'dark', 'mist', 'conflict', 'violence', 'revolution', 'confusion', 'easy', 'find', 'clear', 'unclouded', 'truths', 'things', 'clear', 'require', 'equally', 'clear', 'action', 'understand', 'begin', 'events', '8', '9', 'days', 'ago', 'week', 'observers', 'warned', 'approaching', 'political', 'storm', 'dominican', 'republic', 'immediately', 'asked', 'ambassador', 'return', 'washington', 'discuss', 'situation', 'plan', 'conduct', 'events', 'outran', 'hopes', 'peace', 'saturday', 'april', '24th8'] Speech # 388 [(0, 0.32607064913817363), (6, 0.39562846490199099), (12, 0.040571229673245161), (14, 0.16361854223763853), (18, 0.043169072066494528), (20, 0.03017822288689518)] ['good', 'morning', 'ladies', 'gentlemen', 'friends', 'association', 'american', 'editorial', 'cartoonists', 'happy', 'requested', 'press', 'office', 'opportunity', 'meet', 'cartoons', 'drawn', 'thought', 'id', 'invite', 'person', 'lose', 'talking', 'influential', 'journalists', 'america', 'reporters', 'write', 'politicians', 'talk', 'draw', 'remains', 'public', 'memory', 'long', 'words', 'forgotten', 'learned', 'meet', 'put', 'notes', 'discuss', 'washington', 'side', 'activity', 'vital', 'places', 'worldsouth', 'vietnam', 'war', 'vietnam', 'faces', 'face', 'armed', 'conflictof', 'terror', 'gunfireof', 'bombheavy', 'planes', 'campaignweary', 'soldiers', 'conflict', 'object', 'prove', 'force', 'meet', 'force', 'armed', 'conquest', 'futile', 'aggression', 'wrong', 'work', 'communists', 'vietnam', 'slowly', 'beginning', 'realize', 'scorned', 'combine', 'unlimited', 'patience', 'unlimited', 'resources', 'pursuit', 'unwavering', 'purpose', 'abandon', 'commitment', 'south', 'vietnam', 'face', 'war', 'vietnam', 'quest', 'political', 'solution', 'face', 'diplomacy', 'politics'] Speech # 389 [(6, 0.075418502300751145), (14, 0.92404630281843925)] ['president', 'good', 'afternoon', 'ladies', 'gentlemen', 'situation', 'dominican', 'republic', 'continues', 'additional', 'efforts', 'made', 'oas', 'today', 'enlarge', 'strengthen', 'efforts', 'find', 'peaceful', 'settlement', 'continue', 'give', 'full', 'support', 'secretary', 'general', 'mora', '1', 'outstanding', 'service', 'existing', 'oas', 'resolutions', 'share', 'judgment', 'strong', 'sustained', 'effort', 'continue', 'needed', 'advised', 'today', 'general', 'alvim', 'commander', 'chief', 'interamerican', 'force', 'lieutenant', 'general', 'palmer', 'deputy', 'commander', 'interamerican', 'force', 'conditions', 'dominican', 'republic', 'permit', 'withdrawal', 'united', 'states', 'military', 'personnel', 'interamerican', 'force', 'recommendation', 'concurrence', 'secretary', 'general', 'mora', 'ambassador', 'bennett', 'ordering', 'withdrawal', 'battalion', 'landing', 'team', 'united', 'states', 'marines', 'headquarters', 'supporting', 'personnel', 'total', 'approximately', '2000', 'people', 'subject', 'month', 'june', 'marks', 'historic', 'anniversary', 'affairs', 'man', 'twenty', 'years', 'ago', 'war'] Speech # 390 [(6, 0.47849715733439951), (12, 0.46687725774555433), (20, 0.053861032356959014)] ['dr', 'nabrit', 'fellow', 'americans', 'delighted', 'chance', 'speak', 'important', 'historic', 'institution', 'howard', 'long', 'outstanding', 'center', 'education', 'negro', 'americans', 'students', 'race', 'color', 'countries', 'world', 'working', 'democratic', 'excellence', 'earth', 'home', 'revolution', 'corner', 'continent', 'men', 'charged', 'hope', 'contend', 'ancient', 'ways', 'pursuit', 'justice', 'reach', 'newest', 'weapons', 'realize', 'oldest', 'dreams', 'walk', 'freedom', 'pride', 'stretching', 'talents', 'enjoying', 'fruits', 'earth', 'enemies', 'occasionally', 'seize', 'day', 'change', 'banner', 'revolution', 'future', 'linked', 'process', 'swift', 'turbulent', 'change', 'lands', 'world', 'country', 'touches', 'profoundly', 'freighted', 'meaning', 'destiny', 'revolution', 'negro', 'american', 'ways', 'american', 'negroes', 'nation', 'deprived', 'freedom', 'crippled', 'hatred', 'doors', 'opportunity', 'closed', 'hope', 'time', 'change', 'nation', 'american', 'negro', 'acting', 'impressive', 'restraint', 'peacefully', 'protested', 'marched', 'entered'] Speech # 391 [(6, 0.46499441622191273), (10, 0.43753113764955642), (14, 0.094580497062912522)] ['webb', 'dr', 'dryden', 'dr', 'seamans', 'fellow', 'americans', 'monday', 'happy', 'day', 'nation', 'opportunity', 'visit', 'members', 'americas', 'space', 'team', 'anticlimax', 'contributed', 'success', 'americas', 'historic', 'peacetime', 'adventure', 'proud', 'privileged', 'television', 'commentators', 'newspaper', 'writers', 'good', 'bit', 'sterling', 'qualities', 'virtues', 'major', 'mcdivitt', 'major', 'white', 'detected', 'greater', 'objectivity', 'remarks', 'made', 'publicly', 'lovely', 'wives', 'impresses', 'gratifies', 'heroesand', 'astronautsis', 'quality', 'personal', 'modesty', 'humility', 'havent', 'met', 'man', 'space', 'wanting', 'give', 'credit', 'men', 'women', 'ground', 'accept', 'ed', 'jim', 'exceptions', 'invited', 'bring', 'families', 'ranch', 'tomorrow', 'day', 'wanted', 'present', 'token', 'countrys', 'great', 'esteem', 'respect', 'learned', 'night', 'administrator', 'webb', 'men', 'felt', 'ceremony', 'ranch', 'focus', 'credit', 'exclude', 'supported', 'flight', 'impressively', 'nasa', 'spacecenter', 'houston', 'arranged'] Speech # 392 [(6, 0.99935699933010269)] ['president', 'secretary', 'general', 'excellencies', 'distinguished', 'representatives', 'governor', 'brown', 'ladies', 'gentlemen', 'journey', 'continent', 'stopped', 'state', 'missouri', 'met', 'man', 'made', 'pilgrimage', '20', 'years', 'ago', '33d', 'president', 'united', 'statesharry', 'truman', 'truman', 'assembly', 'good', 'wishes', 'anniversary', 'commemoration', 'asked', 'express', 'himas', 'countrymenthe', 'faith', 'united', 'states', 'hold', 'firmly', 'united', 'nations', 'ultimate', 'success', 'mission', 'men', 'historic', 'happy', 'occasion', 'met', 'celebrate', '20', 'years', 'achievement', 'work', 'face', 'future', 'meetings', 'anniversary', 'speak', 'futility', 'failure', 'doubt', 'despairi', 'raise', 'voice', 'confidence', 'future', 'united', 'nations', 'fate', 'human', 'race', 'movement', 'history', 'glacial', 'decades', 'experience', 'presume', 'speak', 'certainty', 'direction', 'destiny', 'mans', 'affairs', 'futility', 'failure', 'truth', 'organization', 'brought', '20', 'years', 'ago', 'historically', 'man', 'moved', 'fitfully', 'war'] Speech # 393 [(6, 0.36594197861219729), (14, 0.63357684983962026)] ['president', 'fellow', 'americans', 'long', 'ago', 'received', 'letter', 'woman', 'midwest', 'wrote', 'dear', 'president', 'humble', 'writing', 'crisis', 'vietnam', 'son', 'vietnam', 'husband', 'served', 'world', 'war', 'ii', 'country', 'war', 'time', 'understand', 'answer', 'question', 'dozens', 'times', 'practically', 'state', 'union', 'discussed', 'fully', 'baltimore', 'april', 'washington', 'san', 'francisco', 'june', 'discuss', 'east', 'room', 'white', 'house', 'young', 'americans', 'born', 'land', 'exultant', 'hope', 'golden', 'promise', 'toil', 'suffer', 'die', 'remote', 'distant', 'place', 'answer', 'war', 'easy', 'echoes', 'painful', 'lessons', 'half', 'century', 'times', 'lifetime', 'world', 'wars', 'korea', 'americans', 'lands', 'fight', 'freedom', 'learned', 'terrible', 'brutal', 'cost', 'retreat', 'bring', 'safety', 'weakness', 'bring', 'peace', 'lesson', 'brought', 'vietnam', 'kind', 'war', 'marching', 'armies', 'solemn', 'declarations', 'citizens', 'south', 'vietnam'] Speech # 394 [(3, 0.03844402712238728), (6, 0.061457373818882534), (12, 0.84837560774013943), (14, 0.050510870106265732)] ['vice', 'president', 'speaker', 'members', 'congress', 'members', 'cabinet', 'distinguished', 'guests', 'fellow', 'americans', 'today', 'triumph', 'freedom', 'huge', 'victory', 'won', 'battlefield', 'seize', 'meaning', 'day', 'recall', 'darker', 'times', 'half', 'centuries', 'ago', 'negroes', 'arrived', 'jamestown', 'arrive', 'brave', 'ships', 'search', 'home', 'freedom', 'mingle', 'fear', 'joy', 'expectation', 'world', 'man', 'strong', 'reach', 'darkness', 'chains', 'today', 'strike', 'major', 'shackle', 'fierce', 'ancient', 'bonds', 'today', 'negro', 'story', 'american', 'story', 'fuse', 'blend', 'remember', 'stories', 'nation', 'american', 'negro', 'great', 'rivers', 'welling', 'tiny', 'jamestown', 'spring', 'flow', 'centuries', 'divided', 'channels', 'pioneers', 'subdued', 'continent', 'man', 'tame', 'negro', 'liberty', 'bell', 'rang', 'philadelphia', 'toll', 'negro', 'andrew', 'jackson', 'threw', 'open', 'doors', 'democracy', 'open', 'negro', 'appomattox', 'century', 'ago', 'american', 'victory'] Speech # 395 [(0, 0.011966334401371209), (12, 0.088681793419935318), (14, 0.89492958768232433)] ['president', 'good', 'morning', 'ladies', 'gentlemen', 'discussion', 'vice', 'president', 'humphrey', 'members', 'space', 'council', 'defense', 'secretary', 'mcnamara', 'today', 'instructing', 'department', 'defense', 'immediately', 'proceed', 'development', 'manned', 'orbiting', 'laboratory', 'program', 'bring', 'knowledge', 'man', 'space', 'enable', 'relate', 'ability', 'defense', 'america', 'develop', 'technology', 'equipment', 'advance', 'manned', 'unmanned', 'space', 'flight', 'make', 'perform', 'rewarding', 'experiments', 'technology', 'equipment', 'cost', 'developing', 'manned', 'orbiting', 'laboratory', '15', 'billion', 'unmanned', 'flights', 'test', 'launchings', 'recovery', 'basic', 'parts', 'system', 'begin', 'late', 'year', 'early', '1967', 'initial', 'unmanned', 'launch', 'fully', 'equipped', 'laboratory', 'scheduled', '1968', 'year', 'flights', 'twoman', 'crews', 'air', 'force', 'selected', 'douglas', 'aircraft', 'company', 'design', 'build', 'spacecraft', 'crew', 'laboratory', 'live', 'operate', 'general', 'electric', 'company', 'plan', 'develop', 'space'] Speech # 396 [(3, 0.1107909568058594), (6, 0.41497442520420363), (12, 0.34408273242819432), (14, 0.078823905206567527), (20, 0.048467392968695636)] ['speaker', 'president', 'members', 'house', 'senate', 'fellow', 'americans', 'tonight', 'report', 'state', 'union', 'time', 'add', 'tribute', 'nations', 'gratitude', '89th', 'congress', 'congress', 'reserved', 'honored', 'chapter', 'history', 'america', 'nation', 'tonight', 'engaged', 'brutal', 'bitter', 'conflict', 'vietnam', 'discuss', 'struggle', 'detail', 'center', 'concerns', 'permit', 'fire', 'vietnam', 'win', 'victory', 'desires', 'intentions', 'american', 'people', 'nation', 'mighty', 'society', 'healthy', 'people', 'strong', 'pursue', 'goals', 'rest', 'world', 'building', 'great', 'society', 'home', 'tonight', 'recommend', 'provide', 'resources', 'carry', 'forward', 'full', 'vigor', 'great', 'health', 'education', 'programs', 'enacted', 'law', 'year', 'recommend', 'prosecute', 'vigor', 'determination', 'war', 'poverty', 'recommend', 'give', 'daring', 'direction', 'foreign', 'aid', 'program', 'designed', 'make', 'maximum', 'attack', 'hunger', 'disease', 'ignorance', 'countries', 'determined', 'nations', 'control', 'population', 'growth'] Speech # 397 [(6, 0.31292181708328021), (14, 0.65358257143844556), (18, 0.030820839441510917)] ['good', 'morning', 'ladies', 'gentlemen', '37', 'days', 'bombs', 'fell', 'north', 'vietnam', 'time', 'made', 'intensive', 'determined', 'effort', 'enlist', 'support', 'world', 'order', 'persuade', 'government', 'hanoi', 'peace', 'war', 'talking', 'fighting', 'road', 'peace', 'open', 'effort', 'met', 'understanding', 'support', 'world', 'hanoi', 'peking', 'capitals', 'denunciation', 'rejection', '37', 'days', 'efforts', 'allies', 'rebuffed', 'efforts', 'neutral', 'nations', 'sought', 'success', 'learn', 'response', 'efforts', 'made', 'governments', 'eastern', 'europe', 'answer', 'enlightened', 'efforts', 'vatican', 'direct', 'private', 'approaches', 'vain', 'answer', 'hanoi', 'answer', 'published', '3', 'days', 'ago', 'persist', 'aggression', 'insist', 'surrender', 'south', 'vietnam', 'communism', 'plain', 'readiness', 'willingness', 'talk', 'readiness', 'peace', 'regime', 'today', 'plain', 'words', 'plain', 'acts', '37', 'days', 'moments', 'truce', 'continued', 'violence', 'people', 'south', 'vietnam', 'government'] Speech # 398 [(6, 0.87622711792214225), (14, 0.10525478641101246), (20, 0.01014253683903329)] ['chief', 'justice', 'secretary', 'senator', 'kennedy', 'members', 'fine', 'delegation', 'york', 'ladies', 'gentlemen', 'head', 'table', 'fellow', 'americans', 'honored', 'award', 'organization', 'proud', 'moment', 'accept', 'gratitude', 'heart', 'renewed', 'commitment', 'represents', 'freedom', 'home', 'freedom', 'abroad', 'twentyfive', 'years', 'ago', 'world', 'darkened', 'war', 'president', 'franklin', 'roosevelt', 'freedoms', 'mankind', 'freedom', 'speech', 'expression', 'freedom', 'person', 'worship', 'god', 'freedom', 'freedom', 'fear', 'franklin', 'roosevelt', 'knew', 'freedoms', 'province', 'people', 'called', 'countrymen', 'assist', 'endured', 'tyrants', 'bombs', 'suffered', 'opposition', 'oppression', 'called', 'courage', 'generosity', 'resolution', 'face', 'terror', 'freedom', 'means', 'supremacy', 'human', 'rights', 'support', 'struggle', 'gain', 'rightsor', 'wendell', 'willkie', 'franklin', 'roosevelts', 'opponent', 'campaign', '1940', 'shared', 'belief', 'freedom', 'founded', 'american', 'shores', 'skin', 'white', 'freedom', 'indivisible', 'word', 'wendell'] Speech # 399 [(6, 0.99854984894236232)] ['secretary', 'ladies', 'gentlemen', 'pleased', 'address', 'foreign', 'service', 'institute', 'morning', 'meet', 'americans', 'preparing', 'serve', 'country', 'abroad', 'believes', 'shorten', 'reach', 'world', 'greatly', 'encouraged', 'number', 'quality', 'studying', 'institute', 'gratitude', 'countrymen', 'assurance', 'support', 'long', 'day', 'observed', 'diplomat', 'doubt', 'launch', 'heedless', 'word', 'lurking', 'war', 'leap', 'half', 'century', 'ago', 'diplomacy', 'war', 'today', 'task', 'abroad', 'represent', 'continuity', 'purpose', 'generation', 'change', 'purpose', 'build', 'reason', 'moderation', 'world', 'order', 'fires', 'conflict', 'yield', 'fulfillment', 'mans', 'oldest', 'yearnings', 'family', 'job', 'serve', 'peace', 'task', 'faces', 'today', 'question', 'maintain', 'security', 'atlantic', 'community', 'worlds', 'hopes', 'depend', 'answer', 'begin', 'gray', 'dawn', 'world', '1945', 'europes', 'cities', 'lay', 'rubble', 'farms', 'devastated', 'industries', 'smashed', 'people', 'weary', 'war', 'death', 'defeat'] Speech # 400 [(6, 0.5327995261198829), (14, 0.17916382271395059), (18, 0.092267250692500496), (21, 0.19520677488752525)] ['governor', 'mrs', 'morrison', 'mayor', 'al', 'sorensen', 'governor', 'phil', 'sorensen', 'dear', 'good', 'friend', 'congressman', 'callan', 'ladies', 'gentlemen', 'great', 'state', 'nebraska', 'governor', 'morrison', 'havent', 'hear', 'mayor', 'sorensen', 'governor', 'sorensen', 'mrs', 'morrison', 'lady', 'bird', 'beautifying', 'entire', 'day', 'glories', 'nebraska', 'delighted', 'back', 'omaha', 'great', 'state', 'confirm', 'good', 'things', 'omaha', 'today', 'speak', 'important', 'business', 'timethe', 'business', 'peace', 'world', 'years', 'ago', 'week', 'speaking', 'midwest', 'peace', 'seek', 'world', 'nation', 'fears', 'nation', 'force', 'follow', 'command', 'world', 'differences', 'solved', 'destruction', 'common', 'effort', 'directed', 'common', 'problems', 'true', 'meet', 'afternoon', 'convinced', 'decades', 'wars', 'threats', 'wars', 'peace', 'reach', 'time', 'century', 'made', 'minds', 'deal', 'common', 'threats', 'peace', 'world', 'determined', 'match', 'resolution', 'action', 'threats'] Speech # 401 [(14, 0.98187276499157494), (20, 0.017650303956007564)] ['president', 'good', 'afternoon', 'ladies', 'gentlemen', 'governor', 'john', 'reed', 'maine', 'chairman', 'national', 'governors', 'conference', 'requested', 'send', 'team', 'officials', 'governors', 'current', 'developments', 'vietnam', 'wire', 'evening', 'responded', 'ambassador', 'averell', 'harriman', 'gen', 'andy', 'goodpaster', 'joint', 'chiefs', 'staff', 'walt', 'rostow', 'white', 'house', 'los', 'angeles', 'purpose', 'stop', 'wednesday', 'overnight', 'stay', 'los', 'angeles', 'asked', 'general', 'goodpaster', 'talk', 'president', 'eisenhower', 'give', 'full', 'report', 'current', 'developments', 'vietnam', 'informed', 'afternoon', 'team', 'report', 'detail', 'governors', 'progress', 'made', 'achieve', 'life', 'south', 'vietnamese', 'people', 'war', 'crucial', 'future', 'south', 'vietnam', 'southeast', 'asia', 'military', 'struggle', 'american', 'assistance', 'added', '600000', 'acres', 'irrigated', 'land', 'agriculture', 'south', 'vietnam', 'vastly', 'increased', 'crop', 'yields', 'country', 'land', 'reform', 'measures', 'half', 'million'] Speech # 402 [(6, 0.77084027684396361), (14, 0.027717024947364725), (18, 0.048830721857539235), (20, 0.13446287690307043), (21, 0.017331939080247629)] ['ladies', 'gentlemen', 'wanted', 'west', 'virginia', 'tonight', 'speak', 'american', 'alumni', 'council', 'weather', 'prevented', 'miracle', 'electronics', 'made', 'happy', 'speaking', 'tonight', 'white', 'house', 'special', 'house', 'great', 'respect', 'work', 'career', 'owes', 'large', 'debt', 'men', 'women', 'made', 'young', 'people', 'country', 'learn', 'alumni', 'support', 'higher', 'education', 'year', 'alumni', 'contributed', '300', 'million', 'colleges', 'universities', 'nation', 'father', 'daughters', 'president', 'country', 'half', 'citizens', '25', 'years', 'age', 'important', 'assistance', 'youth', 'nation', 'entire', 'life', 'warning', 'world', 'engaged', 'race', 'education', 'chaos', '2', '12', 'years', 'lived', 'daily', 'awareness', 'fate', 'mankind', 'depends', 'outcome', 'race', 'tonight', 'committed', 'education', 'decide', 'contest', 'important', 'victory', 'win', 'set', 'country', 'improve', 'quality', 'american', 'life', 'concerned', 'mans', 'opportunity', 'develop', 'talents', 'concerned'] Speech # 403 [(14, 0.99936297279354969)] ['frank', 'cormier', 'press', 'president', 'reaction', 'talk', 'hanoi', 'war', 'crimes', 'trials', 'american', 'prisoners', 'consequences', 'action', 'president', 'feel', 'strongly', 'frank', 'men', 'military', 'men', 'carrying', 'military', 'assignments', 'line', 'duty', 'military', 'targets', 'war', 'criminals', 'treated', 'ready', 'hanoi', 'government', 'ready', 'sit', 'conference', 'table', 'sponsorship', 'international', 'committee', 'red', 'cross', 'discuss', 'ways', 'geneva', 'conventions', '1949', 'fuller', 'complete', 'application', 'vietnam', 'thought', 'american', 'boys', 'committed', 'war', 'crimes', 'deplorable', 'repulsive', 'government', 'step', 'considers', 'proper', 'representations', 'subject', 'made', 'merriman', 'smith', 'united', 'press', 'international', 'president', 'connection', 'war', 'vietnam', 'recurrence', 'requests', 'recommendations', 'united', 'states', 'halt', 'bombing', 'north', 'vietnam', 'requests', 'indian', 'prime', 'minister', 'factions', 'country', 'reaction', 'sort', 'urging', 'president', 'united', 'states', 'made', 'clear', 'government'] Speech # 404 [(14, 0.96107005856849936), (20, 0.038291938657502425)] ['president', 'good', 'afternoon', 'ladies', 'gentlemen', 'intend', 'nominate', 'llewellyn', 'thompson', 'united', 'states', 'ambassador', 'soviet', 'union', 'importance', 'relations', 'soviet', 'union', 'time', 'thompson', 'return', 'post', 'held', 'served', 'longer', 'period', 'time', 'american', 'ambassador', 'nations', 'history', 'succeed', 'ambassador', 'large', 'appoint', 'distinguished', 'experienced', 'diplomats', 'ellsworth', 'bunker', 'served', 'great', 'distinction', 'dominican', 'republic', 'presently', 'ambassador', 'organization', 'american', 'states', 'serve', 'representative', 'organization', 'american', 'states', 'rank', 'ambassador', 'intend', 'nominate', 'sol', 'linowitz', 'chairman', 'board', 'chief', 'executive', 'officer', 'xerox', 'international', 'linowitz', 'noted', 'american', 'long', 'interest', 'foreign', 'policy', 'serve', 'united', 'states', 'representative', 'interamerican', 'committee', 'alliance', 'progress', 'replacing', 'rostow', 'work', 'closely', 'secretary', 'rusk', 'secretary', 'gordon', 'formulation', 'latin', 'american', 'policies', 'accepted', 'today', 'great', 'regret', 'resignation'] Speech # 405 [(2, 0.43833649988086598), (3, 0.15607957342627909), (12, 0.19509073115270983), (14, 0.20825915298665135)] ['secretary', 'connor', 'secretary', 'fowler', 'senator', 'mansfield', 'senator', 'mcclellan', 'senator', 'jackson', 'distinguished', 'speaker', 'mccormack', 'chairman', 'dawson', 'congressman', 'holifield', 'mrs', 'congresswoman', 'dwyer', 'members', 'congress', 'ladies', 'gentlemen', 'distinguished', 'mayors', 'deeply', 'grateful', 'presence', 'east', 'room', 'white', 'house', 'today', 'large', 'measure', 'americas', 'history', 'history', 'transportation', 'early', 'cities', 'located', 'deep', 'water', 'harbors', 'inland', 'waterways', 'nurtured', 'ocean', 'vessels', 'flatboats', 'railroad', 'allowed', 'move', 'east', 'west', 'thousand', 'towns', 'grew', 'railroads', 'gleaming', 'rails', 'automobile', 'stretched', 'cities', 'created', 'suburbia', 'america', 'trucks', 'modern', 'highways', 'brought', 'bounty', 'remote', 'regions', 'airplanes', 'helped', 'knit', 'nation', 'knitted', 'nations', 'world', 'today', 'americans', 'neighbors', 'transportation', 'biggest', 'industry', 'country', 'involves', 'dollars', 'economy', 'system', 'transportation', 'greatest', 'country', 'world', 'face', 'facts'] Speech # 406 [(6, 0.60455472688371914), (14, 0.38825777311543791)] ['secretary', 'rusk', 'members', 'cabinet', 'speaker', 'mccormack', 'leaders', 'mansfield', 'dirksen', 'ladies', 'gentlemen', 'leave', 'morning', 'undertake', 'hopeful', 'mission', 'visit', 'nations', 'working', 'beginning', 'shape', 'regional', 'life', 'asia', 'pacific', 'admiration', 'energetic', 'progress', 'made', 'asia', 'asians', 'happy', 'receive', 'white', 'house', 'recently', 'leaders', 'countries', 'availing', 'opportunity', 'repay', 'visits', 'people', 'visit', 'great', 'countries', 'learn', 'progress', 'problems', 'hopes', 'concerns', 'children', 'future', 'manila', 'problem', 'vietnam', 'small', 'asian', 'nation', 'attack', 'defending', 'extraordinary', 'courage', 'endurance', 'confer', 'leaders', 'leaders', 'nations', 'committed', 'young', 'men', 'defeat', 'aggression', '15', 'million', 'people', 'shape', 'destiny', 'review', 'state', 'military', 'operations', 'devote', 'attention', 'civil', 'constructive', 'side', 'problem', 'vietnam', 'seek', 'ways', 'bringing', 'honorable', 'peace', 'earliest', 'moment', 'wave', 'wand', 'expect', 'magical'] Speech # 407 [(14, 0.90318191505938006), (20, 0.095969376453439184)] ['president', 'good', 'morning', 'ladies', 'gentlemen', 'president', 'twopart', 'question', 'respect', 'negotiations', 'response', 'british', 'proposal', 'peace', 'talks', 'heard', 'secretary', 'general', 'thant', 'respect', 'proposals', 'line', 'president', 'heard', 'british', 'delighted', 'views', 'suggestions', 'agreeable', 'anxious', 'meet', 'past', 'months', 'time', 'hanoi', 'conference', 'table', 'interest', 'peaceloving', 'nations', 'arranging', 'ceasefire', 'attempting', 'bring', 'disputing', 'parties', 'effort', 'work', 'conference', 'views', 'exchanged', 'america', 'ready', 'designate', 'representative', 'today', 'glad', 'parties', 'likewise', 'secretary', 'general', 'encouraged', 'leadership', 'initiative', 'full', 'influence', 'resources', 'united', 'nations', 'bring', 'stop', 'violence', 'sides', 'bring', 'end', 'total', 'war', 'sides', 'recommendations', 'makes', 'suggestions', 'presents', 'carefully', 'considered', 'evaluated', 'united', 'states', 'concerned', 'glad', 'meet', 'halfway', 'talking', 'fighting', 'concerned', 'president', 'reaction', 'reports', 'york', 'times', 'north'] Speech # 408 [(3, 0.024807188433384371), (6, 0.19219559718307536), (12, 0.31244345988059508), (14, 0.098472585469231641), (20, 0.37174825184681926)] ['speaker', 'vice', 'president', 'distinguished', 'members', 'congress', 'share', 'grief', 'feel', 'death', 'today', 'beloved', 'respected', 'effective', 'members', 'body', 'distinguished', 'representative', 'rhode', 'island', 'fogarty', 'tonight', 'report', 'time', 'testing', 'nation', 'home', 'question', 'continue', 'working', 'opportunities', 'americans', 'americans', 'living', 'people', 'history', 'abroad', 'question', 'staying', 'power', 'fight', 'costly', 'war', 'objective', 'limited', 'danger', 'seemingly', 'remote', 'test', 'shrink', 'countrys', 'dangers', 'obvious', 'dose', 'hand', 'carry', 'obscure', 'distantand', 'safe', 'lay', 'burdens', 'tonight', 'congress', 'nation', 'resolve', 'issue', 'meet', 'commitments', 'home', 'abroadto', 'continue', 'build', 'americaand', 'reaffirm', 'nations', 'allegiance', 'freedom', 'president', 'abraham', 'lincoln', 'tending', '3', 'years', 'bear', 'witness', 'determination', 'make', 'country', 'struck', 'legal', 'barriers', 'equality', 'improved', 'education', '7', 'million', 'deprived', 'children', 'year', 'enabled'] Speech # 409 [(14, 0.99764964296184544)] ['president', 'good', 'afternoon', 'ladies', 'gentlemen', 'asked', 'give', 'statement', 'consular', 'convention', 'pending', 'united', 'states', 'senate', 'briefly', 'hope', 'senate', 'give', 'advice', 'consent', 'proposed', 'convention', 'ussr', 'feel', 'strongly', 'ratification', 'treaty', 'national', 'interest', 'feel', 'principal', 'reasons', 'treaty', 'protect', '18000', 'american', 'citizens', 'year', 'travel', 'country', 'soviet', 'convention', 'requires', 'notification', 'american', 'arrested', 'soviet', 'union', 'insures', 'visit', 'citizen', '4', 'desirable', 'rights', 'protect', 'american', 'citizens', 'rights', 'soviet', 'citizens', 'travel', 'country', 'guaranteed', 'constitution', 'convention', 'require', 'opening', 'consulates', 'country', 'soviet', 'union', 'provide', 'consulate', 'opened', 'officials', 'diplomatic', 'immunity', 'secretary', 'state', 'informs', 'negotiations', 'consulates', 'underway', 'envision', 'foreseeable', 'future', 'opening', 'consulate', 'country', 'manned', '10', '15', 'people', 'presently', '452', 'soviet', 'officials', 'united', 'states', 'diplomatic'] Speech # 410 [(11, 0.37097651933758097), (14, 0.62842335019919926)] ['president', 'good', 'afternoon', 'ladies', 'gentlemen', 'sending', 'message', 'congress', 'afternoon', 'act', 'speedily', 'restore', 'investment', 'credit', 'accelerated', 'depreciation', 'buildings', 'made', 'effective', 'today', 'recall', 'fall', 'signed', 'legislation', 'temporarily', 'suspending', 'investment', 'incentives', 'quote', 'legislation', 'signed', 'automatic', 'restoration', 'special', 'tax', 'provisions', 'january', '1968', 'earlier', 'reinstatement', 'recommend', 'prompt', 'legislative', 'action', 'accomplish', 'result', 'action', 'today', 'recommending', 'action', 'today', 'house', 'senate', 'committees', 'considered', 'legislation', 'recognized', 'restore', 'incentives', 'promptly', 'suspension', 'longer', 'clear', 'temporary', 'suspension', 'investment', 'incentives', 'job', 'hoped', 'expected', 'interest', 'rates', 'began', 'decline', 'septemberimmediately', 'proposal', 'submitted', 'congress', 'aided', 'actions', 'federal', 'reserve', 'board', 'interest', 'rates', '1', '14', 'percentage', 'points', 'september', 'peaks', 'treasury', 'bill', 'rates', '559', 'percent', 'september', '434', 'percent', 'yesterday'] Speech # 411 [(6, 0.31995378544599445), (14, 0.60269882998800683), (18, 0.050164038487720289), (21, 0.026599607370770949)] ['lieutenant', 'governor', 'gorrell', 'speaker', 'cummings', 'governor', 'ellington', 'distinguished', 'members', 'legislature', 'friends', 'special', 'privilege', 'pleasure', 'visit', 'tennessee', 'texan', 'homecoming', 'courage', 'hard', 'work', 'building', 'southwest', 'hills', 'fields', 'tennessee', 'strengthened', 'sinews', 'thousands', 'menat', 'alamo', 'san', 'jacinto', 'homes', 'pioneer', 'people', 'morning', 'visited', 'hermitage', 'historic', 'home', 'andrew', 'jackson', 'centuries', 'passed', 'american', 'americans', 'born', 'world', 'changed', 'great', 'deal', 'day', 'qualities', 'sustain', 'men', 'nations', 'positions', 'leadership', 'changed', 'time', 'andrew', 'jacksons', 'freedom', 'price', 'time', 'history', 'conspires', 'test', 'american', 'time', 'jacksons', 'time', 'courage', 'vision', 'willingness', 'sacrifice', 'sustain', 'freedom', 'generation', 'americans', 'making', 'imprint', 'history', 'making', 'fierce', 'hills', 'sweltering', 'jungles', 'vietnam', 'citizens', 'haveafter', 'penetrating', 'debate', 'democratic', 'heritagereached', 'common', 'understanding', 'meaning', 'objectives'] Speech # 412 [(10, 0.49221924806442613), (14, 0.50033605681996618)] ['early', 'morning', 'today', 'governor', 'romney', 'communicated', 'attorney', 'general', 'ramsey', 'clark', 'told', 'extreme', 'disorder', 'detroit', 'michigan', 'attorney', 'general', 'advised', 'morning', '1056', 'morning', 'received', 'wire', 'governor', 'romney', 'officially', 'requesting', 'federal', 'troops', 'dispatched', 'michigan', 'wire', '1046', '1102', 'morning', 'instructed', 'secretary', 'defense', 'mcnamara', 'initiate', 'movement', 'troops', 'governor', 'requested', 'time', 'advised', 'governor', 'telegram', 'troops', 'selfridge', 'air', 'base', 'northeast', 'detroit', 'support', 'assist', '8000', 'michigan', 'national', 'guardsmen', 'thousand', 'state', 'local', 'police', 'command', 'governor', 'romney', 'mayor', 'detroit', 'informed', 'governor', 'troops', 'arrive', 'afternoon', 'informed', 'governor', 'immediately', 'cyrus', 'vance', 'special', 'assistant', 'secretary', 'defense', 'proceed', 'detroit', 'conferences', 'governor', 'officials', 'plan', 'proceeded', 'precisely', 'scheduled', 'approximately', '5000', 'federal', 'troops', 'airlift', 'detroit', 'michigan', 'hours'] Speech # 413 [(6, 0.01937595142457749), (12, 0.81343105276374128), (14, 0.12522727315701954), (20, 0.037606894992700597)] ['fellow', 'americans', 'endured', 'week', 'nation', 'live', 'time', 'violence', 'tragedy', 'minutes', 'tonight', 'talk', 'tragedyand', 'talk', 'deeper', 'questions', 'raises', 'tonight', 'appointing', 'special', 'advisory', 'commission', 'civil', 'disorders', 'governor', 'otto', 'kerner', 'illinois', 'agreed', 'serve', 'chairman', 'mayor', 'john', 'lindsay', 'york', 'serve', 'vice', 'chairman', 'members', 'include', 'fred', 'harris', 'senator', 'oklahoma', 'edward', 'brooke', 'united', 'states', 'senator', 'massachusetts', 'james', 'corman', 'representative', 'california', '22d', 'district', 'los', 'angeles', 'william', 'mcculloch', 'representative', 'state', 'ohio', '4th', 'district', 'abel', 'president', 'united', 'steel', 'workers', 'charles', 'thornton', 'president', 'director', 'chairman', 'board', 'litton', 'industries', 'roy', 'wilkins', 'executive', 'director', 'naacp', 'katherine', 'graham', 'peden', 'commissioner', 'commerce', 'state', 'kentucky', 'herbert', 'jenkins', 'chief', 'police', 'atlanta', 'georgia', 'commission', 'investigate', 'origins', 'recent'] Speech # 414 [(14, 0.72180347927257293), (18, 0.22739591019995822), (20, 0.048220374450594509)] ['president', 'good', 'afternoon', 'ladies', 'gentlemen', 'question', 'president', 'give', 'current', 'assessment', 'situation', 'vietnam', 'meaning', 'significance', 'obvious', 'lull', 'ground', 'war', 'equally', 'obvious', 'steppingup', 'bombing', 'specifically', 'agree', 'army', 'chief', 'staff', 'general', 'harold', 'johnson', '45000', 'troops', 'solution', 'president', 'people', 'vietnam', 'middle', 'election', 'campaign', 'select', 'president', 'vice', 'president', '60', 'members', 'senate', 'october', 'elect', 'house', 'representatives', 'time', 'time', 'befrom', 'news', 'reports', 'operations', 'reportsaccelerations', 'escalations', 'lulls', 'types', 'descriptions', 'activities', 'policy', 'vietnam', 'deter', 'aggression', 'permit', 'people', 'south', 'vietnam', 'determine', 'leaders', 'kind', 'government', 'remarkable', 'young', 'country', 'fighting', 'tough', 'war', 'soil', 'moved', 'fast', 'representative', 'government', 'honolulu', 'urged', 'steps', 'direction', 'constituent', 'assembly', 'elected', 'constitution', 'written', 'guam', 'constitution', 'pledge', 'made', 'free', 'fair'] Speech # 415 [(6, 0.40119152779311151), (14, 0.36747703121463454), (15, 0.13354054446170713), (18, 0.097057912237264177)] ['speaker', 'barnes', 'governor', 'hughes', 'governor', 'smith', 'congressman', 'kazen', 'representative', 'graham', 'distinguished', 'legislators', 'ladies', 'gentlemen', 'deeply', 'opportunity', 'organization', 'members', 'contribute', 'day', 'important', 'work', 'public', 'affairs', 'state', 'country', 'evening', 'speak', 'vietnam', 'people', 'profoundly', 'concerned', 'struggle', 'passionate', 'convictions', 'wisest', 'nation', 'follow', 'sincere', 'patriotic', 'americans', 'harbor', 'doubts', 'sustaining', 'commitment', 'presidents', 'half', 'million', 'young', 'men', 'made', 'doubt', 'debate', 'enlarged', 'problems', 'vietnam', 'complex', 'mixture', 'political', 'turmoilof', 'povertyof', 'religious', 'factional', 'strifeof', 'ancient', 'servitude', 'modern', 'longing', 'freedom', 'vietnam', 'things', 'vietnam', 'scene', 'powerful', 'aggression', 'spurred', 'appetite', 'conquest', 'arena', 'communist', 'expansionism', 'aggressively', 'work', 'world', 'todaywhere', 'crossing', 'international', 'frontiers', 'violation', 'international', 'agreements', 'killing', 'kidnaping', 'ruthlessly', 'attempting', 'bend', 'free', 'people', 'mixture', 'subversion'] Speech # 416 [(14, 0.70293197475267288), (19, 0.18266636842252149), (20, 0.11002016829133413)] ['president', 'good', 'morning', 'ladies', 'gentlemen', 'glad', 'questions', 'point', 'force', 'levels', 'vietnam', 'begin', 'level', 'authorized', 'strength', 'troops', 'needed', 'future', 'president', 'previously', 'considered', 'approved', 'recommendations', 'joint', 'chiefs', 'staff', 'force', 'level', 'general', 'westmoreland', 'discussed', 'length', 'night', 'morning', 'anticipates', 'increase', 'level', 'president', 'close', 'end', '4th', 'year', 'office', 'subjected', 'great', 'deal', 'personal', 'criticism', 'ranging', 'senator', 'party', 'planning', 'run', 'president', 'generally', 'familiar', 'preacher', 'williamsburg', 'appraise', 'personally', 'president', 'surprise', 'aware', 'happened', '35', 'presidents', 'preceded', 'public', 'official', 'public', 'life', '35', 'years', 'fail', 'expect', 'criticism', 'type', 'criticism', 'difference', 'constructive', 'dissent', 'storm', 'trooper', 'bullying', 'howling', 'taking', 'law', 'hands', 'president', 'expect', 'party', 'frequently', 'find', 'find', 'fault', 'complainto', 'attempt', 'picture', 'people', 'president'] Speech # 417 [(6, 0.069966530412476372), (14, 0.87516772208943061), (20, 0.05369615786241088)] ['president', 'american', 'seated', 'car', 'tonight', 'peace', 'fresh', 'ideas', 'peace', 'vietnam', 'stuck', 'secretary', 'rusk', 'put', 'waiting', 'sign', 'side', 'president', 'peace', 'number', '1', 'subject', 'mind', 'leader', 'government', 'searching', 'part', 'day', 'people', 'south', 'vietnam', 'demonstrated', 'governed', 'basis', 'manone', 'vote', 'people', 'prepared', 'live', 'kind', 'arrangement', 'live', 'kind', 'arrangement', 'thing', 'recognize', 'peace', 'wishing', 'true', 'long', 'time', 'ago', 'people', 'world', 'peace', 'president', 'cabinet', 'people', 'united', 'states', 'find', 'solution', 'uniting', 'people', 'south', 'vietnam', 'solving', 'problems', 'south', 'vietnam', 'senator', 'congressman', 'ryan', 'senator', 'hartke', 'senator', 'fulbright', 'intentioned', 'people', 'peace', 'peace', 'found', 'leadership', 'south', 'vietnam', 'people', 'south', 'vietnam', 'south', 'vietnam', 'encouraging', 'continue', 'deadlevel', 'constitutional', 'government', '70', 'percent', 'people', 'registered', '60'] Speech # 418 [(6, 0.037353169339568199), (12, 0.76633328041747029), (14, 0.13106327550073071), (20, 0.064905588652733145)] ['speaker', 'president', 'members', 'congress', 'fellow', 'americans', 'thinking', 'walking', 'aisle', 'tonight', 'sam', 'rayburn', 'told', 'years', 'ago', 'congress', 'extends', 'warm', 'presidentas', 'chamberthe', 'home', 'democracyto', 'give', 'constitution', 'requires', 'information', 'state', 'union', 'report', 'country', 'challenged', 'home', 'abroad', 'strength', 'sense', 'purpose', 'ability', 'achieve', 'america', 'strength', 'meet', 'challenge', 'physical', 'strength', 'hold', 'decency', 'compassion', 'home', 'moral', 'strength', 'support', 'peace', 'world', 'report', 'abiding', 'conviction', 'peoplenurtured', 'deep', 'faith', 'tutored', 'hard', 'lessons', 'moved', 'high', 'aspirationshave', 'meet', 'trials', 'times', 'impose', 'reported', 'january', 'elections', 'held', 'vietnamin', 'midst', 'war', 'constant', 'threat', 'violence', 'president', 'vice', 'president', 'house', 'senate', 'village', 'officials', 'chosen', 'popular', 'contested', 'ballot', 'enemy', 'defeated', 'battle', 'battle', 'number', 'south', 'vietnamese', 'living', 'areas', 'government'] Speech # 419 [(1, 0.07271952846948547), (6, 0.53236535644123373), (12, 0.021344370872519971), (14, 0.31789888878768718), (18, 0.048723358957423156)] ['good', 'evening', 'fellow', 'americans', 'tonight', 'speak', 'peace', 'vietnam', 'southeast', 'asia', 'question', 'preoccupies', 'people', 'dream', 'absorbs', '250', 'million', 'human', 'beings', 'live', 'part', 'world', 'goal', 'motivates', 'american', 'policy', 'southeast', 'asia', 'years', 'representatives', 'government', 'traveled', 'worldseeking', 'find', 'basis', 'peace', 'talks', 'september', 'carried', 'offer', 'made', 'public', 'san', 'antonio', 'offer', 'united', 'states', 'stop', 'bombardment', 'north', 'vietnam', 'lead', 'promptly', 'productive', 'discussionsand', 'assume', 'north', 'vietnam', 'military', 'advantage', 'restraint', 'hanoi', 'denounced', 'offer', 'privately', 'publicly', 'search', 'peace', 'north', 'vietnam', 'rushed', 'preparations', 'savage', 'assault', 'people', 'government', 'allies', 'south', 'vietnam', 'attackduring', 'tet', 'holidaysfailed', 'achieve', 'principal', 'objectives', 'collapse', 'elected', 'government', 'south', 'vietnam', 'shatter', 'armyas', 'communists', 'hoped', 'produce', 'general', 'uprising', 'people', 'cities', 'predicted'] Speech # 420 [(14, 0.01593488608405963), (19, 0.013032899268571551), (21, 0.97009703930185887)] ['mayor', 'daley', 'wasilewski', 'ladies', 'gentlemen', 'thought', 'night', 'taking', 'elocution', 'lessons', 'lowell', 'thomas', 'aides', 'morning', 'things', 'confused', 'washington', 'president', 'wrong', 'convention', 'chicago', 'overlooked', 'april', 'fool', 'entering', 'period', 'national', 'festivity', 'henry', 'adams', 'called', 'dance', 'democracy', 'time', 'debate', 'enlightenment', 'worst', 'period', 'frenzy', 'time', 'emotion', 'threatens', 'substitute', 'reason', 'basic', 'hope', 'democracy', 'somehowamid', 'frenzy', 'emotionin', 'end', 'reason', 'prevail', 'reason', 'prevailif', 'democracy', 'survive', 'evening', 'deep', 'emotional', 'divisions', 'land', 'love', 'todaydomestic', 'divisions', 'divisions', 'war', 'vietnam', 'heart', 'entire', 'career', 'public', 'lifesome', '37', 'years', 'ithas', 'devoted', 'art', 'finding', 'area', 'agreement', 'generally', 'speaking', 'observed', 'things', 'unite', 'americans', 'divide', 'facility', 'emphasizing', 'divisions', 'things', 'divide', 'discussing', 'things', 'unite', 'called', 'seeker', 'consensusmore', 'criticism'] Speech # 421 [(3, 0.041806753739247665), (14, 0.95327346016405035)] ['today', 'government', 'north', 'vietnam', 'made', 'statement', 'included', 'paragraph', 'quote', 'part', 'government', 'democratic', 'republic', 'vietnam', 'declares', 'readiness', 'appoint', 'representatives', 'contact', 'united', 'states', 'representative', 'view', 'determining', 'american', 'side', 'unconditional', 'cessation', 'united', 'states', 'bombing', 'raids', 'acts', 'war', 'democratic', 'republic', 'vietnam', 'talks', 'start', 'sunday', 'night', 'expressed', 'position', 'united', 'states', 'respect', 'peace', 'vietnam', 'southeast', 'asia', 'past', 'united', 'states', 'ready', 'send', 'representatives', 'forum', 'time', 'discuss', 'means', 'bringing', 'war', 'end', 'establish', 'contact', 'representatives', 'north', 'vietnam', 'consultations', 'government', 'south', 'vietnam', 'allies', 'taking', 'place', 'notice', 'give', 'matter', 'leaving', 'tomorrow', 'evening', 'late', 'honolulu', 'meet', 'representatives', 'american', 'representatives', 'south', 'vietnam', 'series', 'meetings', 'weekend', 'hawaii', 'today', 'government', 'north', 'vietnam', 'made', 'statement', 'included'] Speech # 422 [(12, 0.56307769924738127), (14, 0.16233081646709391), (22, 0.27132010882040153)] ['members', 'congress', 'members', 'cabinet', 'distinguished', 'americans', 'guests', 'april', 'afternoon', 'year', '1966', 'asked', 'distinguished', 'group', 'citizens', 'interested', 'human', 'rights', 'meet', 'cabinet', 'room', 'white', 'house', 'presence', 'afternoon', 'signed', 'message', 'congress', 'message', 'called', 'enactment', 'effective', 'federal', 'law', 'discrimination', 'sale', 'rental', 'housing', 'united', 'states', 'america', 'nationand', 'record', 'show', 'room', 'afternoonbelieved', 'fair', 'housing', 'wouldin', 'timebecome', 'unchallenged', 'law', 'land', 'bill', 'long', 'stormy', 'trip', '1966', 'pleaded', '1967', 'congress', 'action', 'year', 'asked', 'year', 'nowat', 'long', 'afternoonits', 'day', 'exaggerate', 'proudest', 'moments', 'presidency', 'times', 'signed', 'law', 'promises', 'century', 'forget', '100', 'years', 'ago', 'abraham', 'lincoln', 'issued', 'emancipation', 'proclamationbut', 'proclamation', 'fact', 'civil', 'rights', 'act', '1964', 'affirmed', 'law', 'men', 'equal', 'god', 'equal', 'seek'] Speech # 423 [(3, 0.038072404560015011), (6, 0.59441141083820015), (14, 0.21258150445125709), (22, 0.15325131341688764)] ['secretary', 'rusk', 'excellencies', 'honored', 'members', 'congress', 'distinguished', 'guests', 'ladies', 'gentlemen', 'reassuring', 'hopeful', 'moment', 'relations', 'nations', 'today', 'east', 'room', 'white', 'house', 'sign', 'treaty', 'limits', 'spread', 'nuclear', 'weapons', '55', 'nations', 'washington', 'morning', 'commit', 'governments', 'treaty', 'representatives', 'signing', 'today', 'moscow', 'london', 'hope', 'expect', 'virtually', 'nations', 'move', 'weeks', 'months', 'ahead', 'accept', 'treaty', 'commended', 'world', 'overwhelming', 'majority', 'members', 'united', 'nations', 'general', 'assembly', 'treatys', 'purposes', 'simple', 'commit', 'nations', 'world', 'nuclear', 'weapons', 'produce', 'receive', 'future', 'assure', 'equally', 'nations', 'full', 'peaceful', 'benefits', 'atom', 'commit', 'nuclear', 'powers', 'move', 'forward', 'effective', 'measures', 'arms', 'control', 'disarmament', 'year', 'ago', 'chairman', 'kosygin', 'agreed', 'glassboro', 'work', 'intensively', 'time', 'ahead', 'achieve', 'result', 'quarter', 'century', 'danger'] Speech # 424 [(3, 0.044537672902409016), (6, 0.18246547065554233), (14, 0.69510922435503686), (18, 0.015770534338506278), (24, 0.06114857474598652)] ['good', 'evening', 'fellow', 'americans', 'speak', 'evening', 'important', 'developments', 'search', 'peace', 'vietnam', 'engaged', 'discussions', 'north', 'vietnamese', 'paris', 'discussions', 'began', 'announced', 'evening', 'march', '31st', 'television', 'speech', 'nation', 'united', 'statesin', 'effort', 'talks', 'started', 'settlement', 'vietnam', 'warhad', 'stopped', 'bombing', 'north', 'vietnam', 'area', '90', 'percent', 'people', 'live', 'representativesambassador', 'harriman', 'ambassador', 'vancewere', 'paris', 'instructed', 'insist', 'discussions', 'legitimate', 'elected', 'government', 'south', 'vietnam', 'place', 'negotiations', 'affecting', 'future', 'south', 'vietnam', 'ambassadors', 'harriman', 'vance', 'made', 'abundantly', 'clear', 'representatives', 'north', 'vietnam', 'beginning', 'thatas', 'evening', 'march', '31stwe', 'stop', 'bombing', 'north', 'vietnamese', 'territory', 'lead', 'prompt', 'productive', 'talks', 'meaning', 'talks', 'government', 'vietnam', 'free', 'participate', 'ambassadors', 'stressed', 'stop', 'bombing', 'long', 'endanger', 'lives', 'safety', 'troops', 'good'] Speech # 425 [(6, 0.17962869780904939), (12, 0.62989679008212585), (14, 0.10042939593743479), (20, 0.0888223304874044)] ['speaker', 'president', 'members', 'congress', 'fellow', 'americans', 'sixth', 'time', 'present', 'congress', 'assessment', 'state', 'union', 'speak', 'tonight', 'challenge', 'opportunityand', 'commitments', 'made', 'carry', 'give', 'america', 'chance', 'achieve', 'kind', 'great', 'society', 'president', 'lives', 'great', 'events', 'presidency', 'part', 'larger', 'sequence', 'extending', 'back', 'years', 'extending', 'back', 'administrations', 'urban', 'unrest', 'poverty', 'pressures', 'welfare', 'education', 'people', 'law', 'enforcement', 'law', 'order', 'continuing', 'crisis', 'middle', 'east', 'conflict', 'vietnam', 'dangers', 'nuclear', 'war', 'great', 'difficulties', 'dealing', 'communist', 'powers', 'common', 'causesthe', 'gave', 'rise', 'themall', 'existed', 'years', 'presidents', 'sought', 'deal', 'presidents', 'resolve', 'years', 'ahead', 'nations', 'problems', 'continuing', 'great', 'nations', 'assets', 'economy', 'democratic', 'system', 'sense', 'exploration', 'symbolized', 'recently', 'wonderful', 'flight', 'apollo', '8', 'americans', 'great', 'pride'] Speech # 426 [(6, 0.96197604873968123), (8, 0.036885337398793225)] ['senator', 'dirksen', 'chief', 'justice', 'vice', 'president', 'president', 'johnson', 'vice', 'president', 'humphrey', 'fellow', 'americansand', 'fellow', 'citizens', 'world', 'community', 'share', 'today', 'majesty', 'moment', 'orderly', 'transfer', 'power', 'celebrate', 'unity', 'free', 'moment', 'history', 'fleeting', 'time', 'precious', 'unique', 'stand', 'moments', 'beginning', 'courses', 'set', 'shape', 'decades', 'centuries', 'moment', 'forces', 'converging', 'make', 'time', 'hope', 'mans', 'deepest', 'aspirations', 'realized', 'spiraling', 'pace', 'change', 'contemplate', 'lifetime', 'advances', 'centuries', 'throwing', 'wide', 'horizons', 'space', 'discovered', 'horizons', 'earth', 'time', 'people', 'world', 'peace', 'leaders', 'world', 'afraid', 'war', 'times', 'side', 'peace', 'years', 'america', 'celebrate', '200th', 'anniversary', 'nation', 'lifetime', 'people', 'living', 'mankind', 'celebrate', 'great', 'year', 'thousand', 'yearsthe', 'beginning', 'millennium', 'kind', 'nation', 'kind', 'world', 'live', 'shape', 'future'] Speech # 427 [(3, 0.011126491719999534), (6, 0.43709061208878519), (14, 0.32377170483090328), (18, 0.22755267607641491)] ['good', 'evening', 'fellow', 'americans', 'tonight', 'talk', 'subject', 'deep', 'concern', 'americans', 'people', 'parts', 'worldthe', 'war', 'vietnam', 'reasons', 'deep', 'division', 'vietnam', 'americans', 'lost', 'confidence', 'government', 'told', 'policy', 'american', 'people', 'asked', 'support', 'policy', 'involves', 'overriding', 'issues', 'war', 'peace', 'truth', 'policy', 'tonight', 'answer', 'questions', 'minds', 'listening', 'america', 'involved', 'vietnam', 'place', 'administration', 'changed', 'policy', 'previous', 'administration', 'happened', 'negotiations', 'paris', 'battlefront', 'vietnam', 'choices', 'end', 'war', 'prospects', 'peace', 'begin', 'describing', 'situation', 'found', 'inaugurated', 'january', '20', 'war', '4', 'years', '31000', 'americans', 'killed', 'action', 'training', 'program', 'south', 'vietnamese', 'schedule', '540000', 'americans', 'vietnam', 'plans', 'reduce', 'number', 'progress', 'made', 'negotiations', 'paris', 'united', 'states', 'put', 'comprehensive', 'peace', 'proposal', 'war', 'causing', 'deep', 'division'] Speech # 428 [(6, 0.33839786871222932), (12, 0.44104514727739663), (16, 0.031315257927041353), (20, 0.1579275218804792), (21, 0.030875367121068028)] ['speaker', 'president', 'colleagues', 'congress', 'distinguished', 'guests', 'fellow', 'americans', 'address', 'joint', 'session', 'congress', 'great', 'chamber', 'privileged', 'serve', 'honor', 'deeply', 'grateful', 'state', 'union', 'address', 'traditionally', 'occasion', 'lengthy', 'detailed', 'account', 'president', 'accomplished', 'past', 'congress', 'future', 'election', 'year', 'lay', 'basis', 'political', 'issues', 'decisive', 'fall', 'occasionally', 'time', 'profound', 'farreaching', 'events', 'command', 'break', 'tradition', 'time', '1970', 'marks', 'beginning', 'decade', 'america', 'celebrate', '200th', 'birthday', 'knowledge', 'hard', 'experience', 'argue', 'persuasively', 'programs', 'institutions', 'america', 'reformed', 'moment', 'arrived', 'harness', 'vast', 'energies', 'abundance', 'land', 'creation', 'american', 'experience', 'experience', 'richer', 'deeper', 'reflection', 'goodness', 'grace', 'human', 'spirit', '70s', 'time', 'beginnings', 'time', 'exploring', 'earth', 'heavens', 'time', 'discovery', 'time', 'emphasis', 'developing', 'ways', 'managing', 'completing', 'mans'] Speech # 429 [(6, 0.17516696395216894), (14, 0.37479831599078745), (18, 0.44928514595133212)] ['good', 'evening', 'fellow', 'americans', 'ten', 'days', 'ago', 'report', 'nation', 'vietnam', 'announced', 'decision', 'withdraw', 'additional', '150000', 'americans', 'vietnam', 'year', 'making', 'decision', 'concern', 'increased', 'enemy', 'activity', 'laos', 'cambodia', 'south', 'vietnam', 'time', 'warned', 'concluded', 'increased', 'enemy', 'activity', 'areas', 'endangered', 'fives', 'americans', 'remaining', 'vietnam', 'hesitate', 'strong', 'effective', 'measures', 'deal', 'situation', 'warning', 'north', 'vietnam', 'increased', 'military', 'aggression', 'areas', 'cambodia', 'full', 'consultation', 'national', 'security', 'council', 'ambassador', 'bunker', 'general', 'abrams', 'advisers', 'concluded', 'actions', 'enemy', '10', 'days', 'endanger', 'lives', 'americans', 'vietnam', 'constitute', 'unacceptable', 'risk', 'withdrawal', '150000', 'protect', 'men', 'vietnam', 'guarantee', 'continued', 'success', 'withdrawal', 'vietnamization', 'programs', 'concluded', 'time', 'action', 'tonight', 'describe', 'actions', 'enemy', 'actions', 'ordered', 'deal', 'situation', 'reasons', 'decision'] Speech # 430 [(5, 0.070415238140778866), (6, 0.20156891431328028), (12, 0.35914534621935595), (20, 0.36791384660728926)] ['speaker', 'president', 'colleagues', 'congress', 'distinguished', 'guests', 'fellow', 'americans', '92nd', 'congress', 'begins', 'session', 'america', 'lost', 'great', 'senator', 'privilege', 'lost', 'loyal', 'friend', 'privilege', 'visiting', 'senator', 'russell', 'hospital', 'days', 'died', 'spoke', 'spoke', 'eloquently', 'strong', 'national', 'defense', 'tribute', 'magnificent', 'americans', 'time', 'respectfully', 'rise', 'silent', 'prayer', 'senator', 'russell', 'moment', 'silence', 'speaker', 'begin', 'formal', 'address', 'opportunity', 'congratulate', 'winners', 'spirited', 'contest', 'leadership', 'positions', 'house', 'senate', 'express', 'condolences', 'losers', 'feel', 'join', 'members', 'house', 'senate', 'congratulating', 'speaker', 'united', 'states', 'congress', 'members', 'house', 'doubts', 'possibilities', 'advancement', 'years', 'ahead', 'remind', 'speaker', 'met', '24', 'years', 'ago', 'chamber', 'freshmen', 'members', '80th', 'congress', 'world', 'bit', 'speaker', '92nd', 'congress', 'chance', 'recorded', 'greatest', 'congress', 'americas', 'history'] Speech # 431 [(6, 0.90317356016204009), (18, 0.087057577850699217)] ['good', 'morning', 'fellow', 'americans', 'past', 'ten', 'years', 'presidents', 'united', 'states', 'american', 'people', 'times', 'crisis', 'talk', 'war', 'threat', 'war', 'today', 'talk', 'hopeful', 'positive', 'veinabout', 'moving', 'nation', 'world', 'lasting', 'peace', 'brought', 'time', 'transition', 'war', 'peace', 'good', 'time', 'gain', 'perspective', 'headed', 'today', 'sending', 'congress', 'annual', 'comprehensive', 'report', 'conduct', 'foreign', 'affairs', 'discusses', 'intend', 'proceed', 'future', 'intend', 'summarize', 'detailed', 'report', 'foreign', 'policy', 'time', 'focus', 'key', 'points', 'war', 'nation', 'past', 'years', 'created', 'foreign', 'policy', 'approach', 'united', 'states', 'greatly', 'changed', 'world', 'applying', 'approach', 'working', 'build', 'lasting', 'peace', 'anguishing', 'problem', 'faced', 'administration', 'years', 'ago', 'war', 'vietnam', 'long', 'years', 'ago', 'administration', 'office', '550000', 'americans', 'vietnam', '60', 'days', 'brought', 'home'] Speech # 432 [(14, 0.029119676286574338), (18, 0.96998625179883335)] ['good', 'evening', 'fellow', 'americans', 'past', 'weeks', 'heard', 'number', 'reports', 'tv', 'radio', 'newspapers', 'situation', 'southeast', 'asia', 'time', 'president', 'commander', 'chief', 'armed', 'forces', 'put', 'reports', 'perspective', 'lay', 'pertinent', 'facts', 'judge', 'success', 'failure', 'policy', 'glad', 'begin', 'report', 'tonight', 'announcing', 'decided', 'increase', 'rate', 'american', 'troop', 'withdrawals', 'period', '1', 'december', '1', 'details', 'review', 'briefly', 'found', 'office', 'progress', 'made', 'date', 'reducing', 'american', 'forces', 'reason', 'announce', 'steppedup', 'withdrawal', 'jeopardizing', 'remaining', 'forces', 'vietnam', 'endangering', 'ultimate', 'goal', 'ending', 'american', 'involvement', 'increase', 'chances', 'lasting', 'peace', 'pacific', 'world', 'left', 'washington', 'january', '1961', 'serving', 'years', 'vice', 'president', 'president', 'eisenhower', 'american', 'combat', 'forces', 'vietnam', 'americans', 'died', 'combat', 'vietnam', 'returned', 'washington', 'president', 'years', '540000'] Speech # 433 [(7, 0.40165792473887457), (22, 0.59092272042067362)] ['good', 'afternoon', 'ladies', 'gentlemen', 'sovietamerican', 'talks', 'limiting', 'nuclear', 'arms', 'deadlocked', 'year', 'result', 'negotiations', 'involving', 'highest', 'level', 'governments', 'announcing', 'today', 'significant', 'development', 'breaking', 'deadlock', 'statement', 'read', 'issued', 'simultaneously', 'moscow', 'washington', 'washington', '12', 'oclock', 'moscow', '7', 'pm', 'governments', 'united', 'states', 'soviet', 'union', 'reviewing', 'talks', 'limitation', 'strategic', 'armaments', 'agreed', 'concentrate', 'year', 'working', 'agreement', 'limitation', 'deployment', 'antiballistic', 'missile', 'systems', 'abms', 'agreed', 'concluding', 'agreement', 'limit', 'abms', 'agree', 'measures', 'respect', 'limitation', 'offensive', 'strategic', 'weapons', 'sides', 'taking', 'conviction', 'create', 'favorable', 'conditions', 'negotiations', 'limit', 'strategic', 'arms', 'negotiations', 'actively', 'pursued', 'agreement', 'major', 'step', 'breaking', 'stalemate', 'nuclear', 'arms', 'talks', 'intensive', 'negotiations', 'required', 'translate', 'understanding', 'concrete', 'agreement', 'statement', 'read', 'expresses', 'commitment'] Speech # 434 [(6, 0.32695305341981218), (12, 0.47001437941427621), (20, 0.20248015034223327)] ['speaker', 'president', 'colleagues', 'congress', 'distinguished', 'guests', 'fellow', 'americans', 'twentyfive', 'years', 'ago', 'sat', 'freshman', 'congressmanalong', 'speaker', 'albertand', 'listened', 'time', 'president', 'address', 'state', 'union', 'forget', 'moment', 'senate', 'diplomatic', 'corps', 'supreme', 'court', 'cabinet', 'entered', 'chamber', 'president', 'united', 'states', 'aware', 'differences', 'president', 'truman', 'remember', 'daythe', 'day', 'addressed', 'joint', 'session', 'newly', 'elected', 'republican', '80th', 'congress', 'spoke', 'partisan', 'president', 'peoplecalling', 'congress', 'put', 'partisan', 'considerations', 'national', 'interest', 'greekturkish', 'aid', 'program', 'marshall', 'plan', 'great', 'foreign', 'policy', 'initiatives', 'responsible', 'avoiding', 'world', 'war', '25', 'years', 'approved', '80th', 'congress', 'bipartisan', 'majority', 'proud', 'part', 'nineteen', 'hundred', 'seventytwo', 'holds', 'precious', 'time', 'accomplish', 'good', 'nation', 'waste', 'political', 'pressures', 'session', 'congress', 'great', 'candidates', 'presidency', 'chamber'] Speech # 435 [(6, 0.38423287959019314), (14, 0.31340301594996611), (18, 0.30156045149171506)] ['good', 'evening', 'asked', 'television', 'time', 'tonight', 'make', 'public', 'plan', 'peace', 'end', 'war', 'vietnam', 'offer', 'present', 'behalf', 'government', 'united', 'states', 'government', 'south', 'vietnam', 'full', 'knowledge', 'approval', 'president', 'thieu', 'generous', 'farreaching', 'plan', 'end', 'war', 'includes', 'offer', 'withdraw', 'american', 'forces', '6', 'months', 'agreement', 'acceptance', 'speedy', 'return', 'prisoners', 'war', 'homes', 'years', 'ago', 'office', '550000', 'americans', 'vietnam', 'number', 'killed', 'action', 'running', 'high', '300', 'week', 'plans', 'bring', 'americans', 'home', 'thing', 'settled', 'paris', 'shape', 'conference', 'table', 'immediately', 'moved', 'fulfill', 'pledge', 'made', 'american', 'people', 'bring', 'peace', 'united', 'states', 'longsuffering', 'people', 'southeast', 'asia', 'honorable', 'paths', 'open', 'path', 'negotiation', 'path', 'prefer', 'takes', 'negotiate', 'case', 'side', 'refused', 'negotiate', 'path', 'called', 'vietnamization'] Speech # 436 [(6, 0.45805371476304396), (14, 0.30579914376371042), (18, 0.23521984958694941)] ['good', 'evening', 'weeks', 'ago', 'easter', 'weekend', 'communist', 'armies', 'north', 'vietnam', 'launched', 'massive', 'invasion', 'south', 'vietnam', 'invasion', 'made', 'tanks', 'artillery', 'advanced', 'offensive', 'weapons', 'supplied', 'hanoi', 'soviet', 'union', 'communist', 'nations', 'south', 'vietnamese', 'fought', 'bravely', 'repel', 'brutal', 'assault', 'casualties', 'sides', 'high', 'tragically', '20000', 'civilian', 'casualties', 'including', 'women', 'children', 'cities', 'north', 'vietnamese', 'shelled', 'wanton', 'disregard', 'human', 'life', 'announced', 'report', 'nation', '12', 'days', 'ago', 'role', 'united', 'states', 'resisting', 'invasion', 'limited', 'air', 'naval', 'strikes', 'military', 'targets', 'north', 'south', 'vietnam', 'pointed', 'report', 'responded', 'north', 'vietnams', 'massive', 'military', 'offensive', 'undertaking', 'wideranging', 'peace', 'efforts', 'aimed', 'ending', 'war', 'negotiation', 'april', '20', 'dr', 'kissinger', 'moscow', '4', 'days', 'meetings', 'general', 'secretary', 'brezhnev'] Speech # 437 [(6, 0.61559661490435702), (14, 0.28468572211858334), (20, 0.095403937486361043)] ['good', 'evening', 'tomorrow', '100', 'million', 'americans', 'opportunity', 'participate', 'decision', 'affect', 'future', 'america', 'future', 'world', 'generations', 'vote', 'urge', 'vote', 'vote', 'make', 'great', 'decision', 'made', 'majority', 'americans', 'eligible', 'vote', 'simply', 'left', 'minority', 'bother', 'vote', 'insult', 'intelligence', 'tonight', 'impose', 'time', 'rehashing', 'issues', 'campaign', 'making', 'lastminute', 'charges', 'opponents', 'issues', 'choice', 'clearest', 'choice', 'candidates', 'president', 'presented', 'american', 'people', 'century', 'urge', 'mind', 'tomorrow', 'overriding', 'issue', 'issue', 'peacepeace', 'vietnam', 'peace', 'world', 'large', 'generation', 'made', 'breakthrough', 'negotiations', 'lead', 'peace', 'vietnam', 'agreed', 'major', 'principles', 'laid', 'speech', 'nation', '8', 'agreed', 'ceasefire', 'agreed', 'prisoners', 'war', 'returned', 'missing', 'action', 'accounted', 'agreed', 'people', 'south', 'vietnam', 'determine', 'future', 'communist', 'government', 'coalition', 'government', 'imposed', 'details'] Speech # 438 [(6, 0.56386054394448892), (19, 0.082200228546516443), (21, 0.35007957838571124)] ['good', 'evening', 'fellow', 'americans', 'shoreham', 'hotel', 'address', 'victory', 'celebration', 'process', 'wanted', 'moment', 'word', 'personal', 'speaking', 'oval', 'office', 'express', 'deep', 'appreciation', 'millions', 'gave', 'support', 'election', 'today', 'express', 'respect', 'millions', 'gave', 'support', 'senator', 'mcgovern', 'campaign', 'loses', 'feel', 'low', 'supporters', 'feel', 'wins', 'note', 'shoreham', 'people', 'feeling', 'important', 'thing', 'process', 'play', 'game', 'great', 'game', 'life', 'game', 'politics', 'important', 'side', 'americans', 'voted', 'year', 'fact', 'won', 'lost', 'keeping', 'great', 'game', 'politics', 'years', 'ahead', 'competition', 'parties', 'men', 'running', 'office', 'office', 'means', 'people', 'programs', 'country', 'election', 'time', 'great', 'tasks', 'lie', 'conduct', 'campaign', 'divide', 'country', 'divide', 'regionally', 'parties', 'firmly', 'unites', 'america', 'today', 'infinitely', 'important', 'things', 'divide', 'united', 'americansnorth', 'east'] Speech # 439 [(6, 0.99850699844462132)] ['vice', 'president', 'speaker', 'chief', 'justice', 'senator', 'cook', 'mrs', 'eisenhower', 'fellow', 'citizens', 'great', 'good', 'country', 'share', 'met', 'years', 'ago', 'america', 'bleak', 'spirit', 'depressed', 'prospect', 'seemingly', 'endless', 'war', 'abroad', 'destructive', 'conflict', 'home', 'meet', 'today', 'stand', 'threshold', 'era', 'peace', 'world', 'central', 'question', 'peace', 'resolve', 'era', 'enter', 'postwar', 'periods', 'time', 'retreat', 'isolation', 'leads', 'stagnation', 'home', 'invites', 'danger', 'abroad', 'resolve', 'time', 'great', 'responsibilities', 'greatly', 'borne', 'renew', 'spirit', 'promise', 'america', 'enter', 'century', 'nation', 'past', 'year', 'farreaching', 'results', 'policies', 'peace', 'continuing', 'revitalize', 'traditional', 'friendships', 'missions', 'peking', 'moscow', 'establish', 'base', 'durable', 'pattern', 'relationships', 'nations', 'world', 'americas', 'bold', 'initiatives', '1972', 'long', 'remembered', 'year', 'greatest', 'progress', 'end', 'world', 'war', 'ii'] Speech # 440 [(6, 0.58406068133778755), (9, 0.032860090969188085), (14, 0.28297917954414392), (18, 0.098416681415240848)] ['good', 'evening', 'asked', 'radio', 'television', 'time', 'tonight', 'purpose', 'announcing', 'today', 'concluded', 'agreement', 'end', 'war', 'bring', 'peace', 'honor', 'vietnam', 'southeast', 'asia', 'statement', 'issued', 'moment', 'washington', 'hanoi', '1230', 'paris', 'time', 'today', 'january', '23', '1973', 'agreement', 'ending', 'war', 'restoring', 'peace', 'vietnam', 'initialed', 'dr', 'henry', 'kissinger', 'behalf', 'united', 'states', 'special', 'adviser', 'le', 'duc', 'tho', 'behalf', 'democratic', 'republic', 'vietnam', 'agreement', 'formally', 'signed', 'parties', 'participating', 'paris', 'conference', 'vietnam', 'january', '27', '1973', 'international', 'conference', 'center', 'paris', 'ceasefire', 'effect', '2400', 'greenwich', 'time', 'january', '27', '1973', 'united', 'states', 'democratic', 'republic', 'vietnam', 'express', 'hope', 'agreement', 'insure', 'stable', 'peace', 'vietnam', 'contribute', 'preservation', 'lasting', 'peace', 'indochina', 'southeast', 'asia', 'concludes', 'formal', 'statement', 'years'] Speech # 441 [(3, 0.21007107163296457), (6, 0.31129844033571619), (14, 0.040409767176678893), (15, 0.31006077369524326), (20, 0.12741645273550301)] ['good', 'evening', 'talk', 'tonight', 'heart', 'subject', 'deep', 'concern', 'american', 'recent', 'months', 'members', 'administration', 'officials', 'committee', 'reelection', 'presidentincluding', 'closest', 'friends', 'trusted', 'aideshave', 'charged', 'involvement', 'watergate', 'affair', 'include', 'charges', 'illegal', 'activity', 'preceding', '1972', 'presidential', 'election', 'charges', 'responsible', 'officials', 'participated', 'efforts', 'cover', 'illegal', 'activity', 'inevitable', 'result', 'charges', 'raise', 'questions', 'integrity', 'white', 'house', 'tonight', 'address', 'questions', 'june', '17', 'florida', 'days', 'rest', 'visit', 'moscow', 'learned', 'news', 'reports', 'watergate', 'breakin', 'appalled', 'senseless', 'illegal', 'action', 'shocked', 'learn', 'employees', 'reelection', 'committee', 'apparently', 'guilty', 'immediately', 'ordered', 'investigation', 'government', 'authorities', 'september', '15', 'recall', 'indictments', 'brought', 'defendants', 'case', 'investigations', 'forward', 'repeatedly', 'asked', 'conducting', 'investigation', 'reason', 'members', 'administration', 'involved', 'received', 'repeated', 'assurances'] Speech # 442 [(3, 0.15396985347460035), (6, 0.25811137802009509), (12, 0.047981353502150173), (14, 0.138467475147043), (15, 0.3577715297273612), (20, 0.043144877717879601)] ['good', 'evening', 'major', 'witnesses', 'watergate', 'phase', 'senate', 'committee', 'hearings', 'campaign', 'practices', 'heard', 'time', 'speak', 'charges', 'made', 'provide', 'perspective', 'issue', 'american', 'people', 'months', 'watergate', 'dominated', 'news', 'media', 'past', 'months', 'major', 'networks', 'devoted', 'average', '22', 'hours', 'television', 'time', 'week', 'subject', 'senate', 'committee', 'heard', '2', 'million', 'words', 'testimony', 'investigation', 'began', 'effort', 'discover', 'facts', 'breakin', 'bugging', 'democratic', 'national', 'headquarters', 'campaign', 'abuses', 'weeks', 'clear', 'hearings', 'commentaries', 'increasingly', 'absorbed', 'effort', 'implicate', 'president', 'personally', 'illegal', 'activities', 'place', 'abuses', 'occurred', 'administration', 'campaign', 'reelection', 'accept', 'full', 'responsibility', 'regret', 'events', 'place', 'question', 'senate', 'committee', 'investigate', 'charges', 'made', 'president', 'extent', 'relevant', 'legislative', 'duties', 'constitutional', 'responsibility', 'defend', 'integrity', 'great', 'office', 'false', 'charges'] Speech # 443 [(6, 0.49891668398715705), (12, 0.15620906506732896), (20, 0.31432641039246384), (24, 0.028790540931409203)] ['speaker', 'president', 'colleagues', 'congress', 'distinguished', 'guests', 'fellow', 'americans', 'meet', 'tonight', 'time', 'great', 'challenge', 'great', 'opportunities', 'america', 'meet', 'time', 'face', 'great', 'problems', 'home', 'abroad', 'test', 'strength', 'fiber', 'nation', 'meet', 'time', 'fiber', 'tested', 'proved', 'strong', 'america', 'great', 'good', 'land', 'great', 'good', 'land', 'strong', 'free', 'creative', 'people', 'america', 'single', 'greatest', 'force', 'peace', 'world', 'today', 'history', 'base', 'confidence', 'american', 'people', 'achieve', 'future', 'record', 'american', 'people', 'achieved', 'past', 'tonight', 'time', '12', 'years', 'president', 'united', 'states', 'report', 'congress', 'state', 'union', 'peace', 'nation', 'world', '22000word', 'message', 'state', 'union', 'handed', 'speaker', 'house', 'president', 'senate', 'deal', 'primarily', 'problems', 'peace', 'home', 'america', 'american', 'peoplerather', 'problems', 'war', 'measures', 'outlined', 'message', 'set'] Speech # 444 [(6, 0.075994591508336332), (11, 0.89194242547516001), (14, 0.026125117725338994)] ['president', 'ladies', 'gentlemen', 'questions', 'report', 'energy', 'situation', 'progress', 'made', 'date', 'problems', 'future', 'recall', 'october', 'energy', 'crisis', 'developing', 'result', 'embargo', 'matters', 'dire', 'predictions', 'problems', 'home', 'heating', 'oil', 'fuel', 'run', 'factories', 'result', 'cooperation', 'american', 'peopleand', 'deserve', 'creditand', 'management', 'part', 'simon', 'organization', 'passed', 'crisis', 'home', 'fuel', 'oil', 'concerned', 'furnished', 'suffered', 'result', 'plants', 'concerned', 'fuel', 'required', 'plants', 'major', 'problem', 'remains', 'brought', 'home', 'talked', 'soundmen', 'coming', 'asked', 'trouble', 'gas', 'service', 'station', 'morning', 'wouldnt', 'give', 'gage', 'wrong', 'thought', 'half', 'tank', 'tank', 'problem', 'driven', 'miami', 'area', 'washington', 'areathe', 'gas', 'lines', 'fact', 'eastern', 'states', 'generally', 'problem', 'shortage', 'gasoline', 'difficult', 'people', 'work', 'school', 'simon', 'week', 'direction', 'allocated', 'additional', 'gasoline'] Speech # 445 [(15, 0.99945701357460215)] ['good', 'evening', 'asked', 'time', 'tonight', 'order', 'announce', 'answer', 'house', 'judiciary', 'committees', 'subpoena', 'additional', 'watergate', 'tapes', 'actions', 'taking', 'tomorrowabout', 'hope', 'difficult', 'choices', 'presented', 'actions', 'show', 'knew', 'regard', 'watergate', 'breakin', 'coverup', 'beginning', 'spent', 'hours', 'past', 'weeks', 'thinking', 'american', 'people', 'reach', 'decision', 'announce', 'tonight', 'words', 'lightly', 'chosen', 'assure', 'deeply', 'felt', 'years', 'ago', 'june', '1972', 'men', 'broke', 'democratic', 'national', 'committee', 'headquarters', 'washington', 'turned', 'connected', 'reelection', 'committee', 'watergate', 'breakin', 'major', 'issue', 'campaign', 'full', 'resources', 'fbi', 'justice', 'department', 'investigate', 'incident', 'instructed', 'staff', 'campaign', 'aides', 'cooperate', 'fully', 'investigation', 'fbi', 'conducted', '1500', 'interviews', '9', 'monthsuntil', 'march', '1973i', 'assured', 'charged', 'conducting', 'monitoring', 'investigations', 'white', 'house', 'involved', 'year', 'allegations', 'insinuations'] Speech # 446 [(6, 0.79536111755553174), (14, 0.067608078940791974), (15, 0.010560629559588454), (20, 0.12514315972591852)] ['good', 'evening', '37th', 'time', 'spoken', 'office', 'decisions', 'made', 'shaped', 'history', 'nation', 'time', 'discuss', 'matter', 'affected', 'national', 'interest', 'decisions', 'made', 'public', 'life', 'nation', 'long', 'difficult', 'period', 'watergate', 'felt', 'duty', 'persevere', 'make', 'effort', 'complete', 'term', 'office', 'elected', 'past', 'days', 'evident', 'longer', 'strong', 'political', 'base', 'congress', 'justify', 'continuing', 'effort', 'long', 'base', 'felt', 'strongly', 'constitutional', 'process', 'conclusion', 'unfaithful', 'spirit', 'deliberately', 'difficult', 'process', 'dangerously', 'destabilizing', 'precedent', 'future', 'disappearance', 'base', 'constitutional', 'purpose', 'served', 'longer', 'process', 'prolonged', 'preferred', 'carry', 'finish', 'personal', 'agony', 'involved', 'family', 'unanimously', 'urged', 'interests', 'nation', 'personal', 'considerations', 'discussions', 'congressional', 'leaders', 'concluded', 'watergate', 'matter', 'support', 'congress', 'back', 'difficult', 'decisions', 'carry', 'duties', 'office', 'interests', 'nation', 'require'] Speech # 447 [(6, 0.76303474802334603), (19, 0.13175969713539162), (21, 0.096519935349495864)] ['chief', 'justice', 'dear', 'friends', 'fellow', 'americans', 'oath', 'oath', 'george', 'washington', 'president', 'constitution', 'assume', 'presidency', 'extraordinary', 'circumstances', 'experienced', 'americans', 'hour', 'history', 'troubles', 'minds', 'hurts', 'hearts', 'feel', 'duty', 'make', 'unprecedented', 'compact', 'countrymen', 'inaugural', 'address', 'fireside', 'chat', 'campaign', 'speechjust', 'straight', 'talk', 'friends', 'intend', 'acutely', 'aware', 'elected', 'president', 'ballots', 'confirm', 'president', 'prayers', 'hope', 'prayers', 'chosen', 'secret', 'ballot', 'gained', 'office', 'secret', 'promises', 'campaigned', 'presidency', 'vice', 'presidency', 'subscribed', 'partisan', 'platform', 'indebted', 'man', 'womanmy', 'dear', 'wifeas', 'begin', 'difficult', 'job', 'sought', 'enormous', 'responsibility', 'shirk', 'nominated', 'confirmed', 'vice', 'president', 'friends', 'friends', 'parties', 'elected', 'people', 'acting', 'constitution', 'fitting', 'pledge', 'president', 'people', 'thomas', 'jefferson', 'people', 'reliance', 'preservation', 'liberty', 'years', 'abraham', 'lincoln'] Speech # 448 [(2, 0.081115392662743452), (6, 0.54102924458836321), (8, 0.12558770635917768), (19, 0.24830558176412085)] ['members', 'cabinet', 'members', 'white', 'house', 'staff', 'friends', 'record', 'show', 'spontaneous', 'things', 'arrange', 'president', 'speak', 'reported', 'press', 'mind', 'call', 'part', 'spontaneous', 'goodby', 'good', 'word', 'englishthe', 'au', 'revoir', 'met', 'members', 'white', 'house', 'staff', 'serve', 'white', 'house', 'day', 'day', 'asked', 'extent', 'requested', 'serve', 'president', 'served', 'previous', 'presidentsbecause', 'yearswith', 'devotion', 'dedication', 'office', 'great', 'great', 'men', 'women', 'work', 'president', 'house', 'examplei', 'thinking', 'walked', 'hall', 'comparing', 'great', 'houses', 'world', 'isnt', 'biggest', 'house', 'smaller', 'countries', 'bigger', 'isnt', 'finest', 'house', 'europe', 'china', 'asia', 'paintings', 'great', 'great', 'things', '1000', 'years', 'older', 'house', 'house', 'important', 'numbers', 'people', 'serve', 'important', 'numbers', 'rooms', 'big', 'important', 'numbers', 'magnificent', 'pieces', 'art', 'house', 'great', 'heart'] Speech # 449 [(3, 0.31531249024520935), (6, 0.36791211553336306), (14, 0.10219476093931694), (15, 0.037530271342609979), (19, 0.17506525027670342)] ['decision', 'felt', 'fellow', 'american', 'citizens', 'mind', 'conscience', 'thing', 'learned', 'office', 'difficult', 'decisions', 'desk', 'admit', 'hypothetical', 'questions', 'answered', 'freely', 'fast', 'previous', 'occasions', 'customary', 'policy', 'facts', 'opinions', 'countrymen', 'counsel', 'valued', 'friends', 'seldom', 'agree', 'end', 'decision', 'mine', 'procrastinate', 'agonize', 'wait', 'favorable', 'turn', 'events', 'compelling', 'external', 'pressures', 'wrong', 'decision', 'sorts', 'weak', 'potentially', 'dangerous', 'president', 'follow', 'promised', 'uphold', 'constitution', 'god', 'america', 'asked', 'prayers', 'president', 'times', 'constitution', 'supreme', 'law', 'land', 'governs', 'actions', 'citizens', 'laws', 'god', 'govern', 'consciences', 'superior', 'nation', 'god', 'sworn', 'uphold', 'laws', 'god', 'sought', 'guidance', 'searched', 'conscience', 'special', 'diligence', 'determine', 'thing', 'respect', 'predecessor', 'place', 'richard', 'nixon', 'loyal', 'wife', 'family', 'american', 'tragedy', 'played', 'part', 'write', 'end'] Speech # 450 [(3, 0.31447647720659522), (6, 0.22748955727223855), (14, 0.27363634224088734), (15, 0.021348847093861135), (20, 0.1599953410715233)] ['good', 'morning', 'week', 'president', 'asked', 'attorney', 'general', 'secretary', 'defense', 'report', 'consultation', 'governmental', 'officials', 'private', 'citizens', 'concerned', 'status', 'young', 'americans', 'convicted', 'charged', 'investigated', 'sought', 'draft', 'evaders', 'military', 'deserters', 'august', '19', 'national', 'convention', 'veterans', 'foreign', 'wars', 'city', 'chicago', 'announced', 'intention', 'give', 'young', 'people', 'chance', 'earn', 'return', 'mainstream', 'american', 'society', 'choose', 'contribute', 'belatedly', 'building', 'betterment', 'country', 'world', 'simple', 'reason', 'american', 'fighting', 'men', 'long', 'divisive', 'war', 'vietnam', 'year', 'determined', 'power', 'bind', 'nations', 'wounds', 'promised', 'throw', 'weight', 'presidency', 'scales', 'justice', 'side', 'leniency', 'mercy', 'promised', 'work', 'existing', 'system', 'military', 'civilian', 'law', 'precedents', 'set', 'predecessors', 'faced', 'similar', 'postwar', 'situations', 'presidents', 'abraham', 'lincoln', 'harry', 'truman', 'objective', 'making', 'future'] Speech # 451 [(6, 0.91530558295114228), (12, 0.025346164407829858), (24, 0.058411085441776096)] ['president', 'secretary', 'general', 'excellencies', '1946', 'president', 'harry', 'truman', 'welcomed', 'representatives', '55', 'nations', 'general', 'assembly', 'united', 'nations', 'american', 'president', 'great', 'honor', 'addressing', 'assembly', 'today', 'pleasure', 'humility', 'turn', 'welcoming', 'distinguished', 'representatives', '138', 'nations', 'office', 'told', 'american', 'people', 'remarks', 'straight', 'talk', 'friends', 'straight', 'talk', 'propose', 'today', 'addresses', 'representatives', 'world', 'week', 'secretary', 'state', 'henry', 'kissinger', 'present', 'specifics', 'principles', 'outline', 'remarks', 'today', 'emphatically', 'understood', 'secretary', 'state', 'full', 'support', 'unquestioned', 'backing', 'american', 'people', 'party', 'leader', 'congress', 'united', 'states', 'vice', 'president', 'president', 'united', 'states', 'america', 'closest', 'working', 'relationship', 'secretary', 'state', 'kissinger', 'supported', 'continue', 'endorse', 'efforts', 'secretary', 'state', 'national', 'security', 'council', 'system', 'build', 'world', 'peace', 'united', 'nations', 'rounded'] Speech # 452 [(12, 0.049650692180600149), (20, 0.014646242915160404), (24, 0.93525178285290589)] ['speaker', 'president', 'distinguished', 'guests', 'dear', 'friends', 'inaugural', 'address', 'president', 'franklin', 'roosevelt', 'quote', 'people', 'united', 'states', 'failed', 'direct', 'vigorous', 'action', 'asked', 'discipline', 'direction', 'leadership', 'today', 'economic', 'difficulties', 'approach', 'emergency', '1933', 'message', 'american', 'people', 'trust', 'message', 'receiving', 'constituents', 'leadership', 'constituents', 'action', 'heard', 'talk', 'floor', 'congress', 'recovering', 'rightful', 'share', 'national', 'leadership', 'intend', 'offer', 'chance', '73d', 'congress', 'responded', 'fdrs', 'appeal', 'days', 'deeply', 'grateful', 'cooperation', '93d', 'congress', 'conference', 'inflation', 'ended', 'ten', 'days', 'ago', 'speaker', 'manybut', 'allof', 'recommendations', 'behalf', 'partys', 'caucus', 'reflected', 'proposals', 'today', 'distinguished', 'majority', 'leader', 'senate', 'offered', 'ninepoint', 'program', 'studied', 'adopted', 'suggestions', 'add', 'listened', 'hard', 'colleagues', 'bodies', 'majority', 'minority', 'persuaded', 'dissuaded', 'end', 'make', 'decision'] Speech # 453 [(3, 0.031673770819246237), (6, 0.25621994312365171), (12, 0.098178216857700257), (20, 0.14413842093166737), (24, 0.46938044110656313)] ['speaker', 'vice', 'president', 'members', '94th', 'congress', 'distinguished', 'guests', 'twentysix', 'years', 'ago', 'freshman', 'congressman', 'young', 'fellow', 'lots', 'idealism', 'change', 'world', 'stood', 'sam', 'rayburn', 'house', 'solemnly', 'swore', 'oath', 'yesterdayan', 'unforgettable', 'experience', 'congratulate', 'days', 'freshman', 'stood', 'back', 'great', 'chamberover', 'someplaceas', 'president', 'truman', 'charged', 'singlehanded', 'election', 'victory', 'reported', 'constitution', 'requires', 'state', 'union', 'bipartisan', 'applause', 'stopped', 'president', 'truman', 'happy', 'report', '81st', 'congress', 'state', 'union', 'good', 'nation', 'meet', 'american', 'people', 'give', 'fair', 'chance', 'pursuit', 'happiness', 'foremost', 'nations', 'world', 'search', 'peace', 'today', 'freshman', 'member', 'michigan', 'stands', 'truman', 'stood', 'state', 'union', 'good', 'millions', 'americans', 'work', 'recession', 'inflation', 'eroding', 'money', 'millions', 'prices', 'high', 'sales', 'slow', 'years', 'federal', 'deficit', '30'] Speech # 454 [(3, 0.10735323802229797), (6, 0.72133963743386298), (14, 0.15179587261817837), (18, 0.019167294656749448)] ['speaker', 'president', 'distinguished', 'guests', 'good', 'friends', 'congress', 'fellow', 'americans', 'stand', 'tonight', 'agonizing', 'hours', 'solemn', 'prayers', 'guidance', 'almighty', 'report', 'state', 'union', 'january', 'concentrated', 'subjects', 'uppermost', 'minds', 'american', 'peopleurgent', 'actions', 'recovery', 'economy', 'comprehensive', 'program', 'make', 'united', 'states', 'independent', 'foreign', 'sources', 'energy', 'congress', 'action', 'response', 'economic', 'recommendations', 'forward', 'early', 'approval', 'national', 'energy', 'program', 'meet', 'countrys', 'longrange', 'emergency', 'field', 'energy', 'tonight', 'purpose', 'review', 'relations', 'rest', 'world', 'spirit', 'candor', 'consultation', 'sought', 'maintain', 'colleagues', 'countrymen', 'time', 'office', 'priority', 'presidency', 'sustain', 'strengthen', 'mutual', 'trust', 'respect', 'exist', 'americans', 'government', 'deal', 'successfully', 'challenges', 'confronting', 'home', 'abroad', 'leadership', 'united', 'states', 'america', 'end', 'world', 'war', 'ii', 'sustained', 'advanced', 'security', 'wellbeing', 'freedom'] Speech # 455 [(3, 0.071026133744048495), (6, 0.82095284166150262), (8, 0.02204700234911687), (20, 0.085098109836471134)] ['president', 'president', 'hurley', 'senator', 'johnston', 'good', 'friends', 'house', 'representatives', 'eddie', 'hebert', 'dave', 'treen', 'lindy', 'boggs', 'lieutenant', 'governor', 'fitzmorris', 'students', 'faculty', 'alumni', 'guests', 'tulane', 'university', 'great', 'privilege', 'high', 'honor', 'opportunity', 'participating', 'student', 'activity', 'tulane', 'university', 'opportunity', 'time', 'privileged', 'visit', 'tulane', 'newly', 'impressed', 'intense', 'application', 'student', 'body', 'great', 'issues', 'time', 'pleased', 'tonight', 'observe', 'interest', 'hasnt', 'changed', 'bit', 'building', 'tonight', 'passed', 'student', 'looked', 'book', 'journey', 'thousand', 'miles', 'begins', 'single', 'step', 'interest', 'asked', 'figure', 'goal', 'life', 'figure', 'super', 'dome', 'september', 'laughter', 'doubt', 'mind', 'super', 'dome', 'hope', 'green', 'wave', 'tulane', 'university', 'season', 'gridiron', 'sort', 'feeling', 'wouldnt', 'mind', 'making', 'year', 'put', 'tigers', 'louisiana', 'state', 'university', 'tank'] Speech # 456 [(24, 0.99839999999985118)] ['good', 'evening', 'january', '15', 'senators', 'representatives', 'congress', 'comprehensive', 'plan', 'make', 'country', 'independent', 'foreign', 'sources', 'energy', '1985', 'program', 'long', 'overdue', 'increasingly', 'mercy', 'fuel', 'entire', 'economy', 'runs', 'facts', 'figures', 'united', 'states', 'dependent', 'foreign', 'sources', '37', 'percent', 'present', 'petroleum', 'ten', 'years', 'importing', 'half', 'oil', 'prices', 'fixed', 'othersif', 'choose', 'sell', 'twoandahalf', 'years', 'vulnerable', 'foreign', 'oil', 'embargo', 'winters', 'ago', 'paying', '25', 'billion', 'year', 'foreign', 'oil', 'years', 'ago', 'paid', '3', 'billion', 'annually', 'years', 'billions', 'flowing', 'united', 'states', 'american', 'dollars', 'american', 'jobs', 'months', 'ago', 'congress', '167page', 'draft', 'detailed', 'legislation', 'additional', 'tax', 'proposals', 'program', 'designed', 'conserve', 'energy', 'time', 'speeding', 'development', 'production', 'domestic', 'energy', 'increase', 'cost', 'energy', 'supplies', 'fully'] Speech # 457 [(6, 0.97706183045767103), (14, 0.017266236342820932)] ['chairman', 'distinguished', 'colleagues', 'begin', 'expressing', 'governments', 'finland', 'switzerland', 'superb', 'hosts', 'phases', 'conference', 'gratitude', 'associates', 'efficiency', 'hospitality', 'president', 'kekkonen', 'convey', 'people', 'republic', 'finland', 'behalf', '214', 'million', 'people', 'united', 'states', 'america', 'reaffirmation', 'longstanding', 'affection', 'admiration', 'countrymen', 'hold', 'brave', 'beautiful', 'land', 'bound', 'powerful', 'ties', 'fervent', 'love', 'freedom', 'independence', 'homeland', 'human', 'heart', 'sentiment', 'enduring', 'granite', 'rock', 'city', 'stands', 'moving', 'music', 'sibelius', 'visit', 'short', 'brought', 'deeper', 'appreciation', 'pride', 'industry', 'friendliness', 'americans', 'associate', 'finnish', 'nation', 'nations', 'assembled', 'general', 'peace', 'europe', '30', 'years', 'narrow', 'escapes', 'major', 'conflict', 'remains', 'day', 'urgent', 'issue', 'construct', 'lasting', 'peace', 'peoples', 'atlantic', 'knowthat', 'nations', 'capacity', 'destroy', 'civilization', 'foreign', 'policies', 'supreme', 'objective', 'prevention', 'thermonuclear'] Speech # 458 [(6, 0.95761164089608741), (18, 0.036665934643748552)] ['dr', 'kleinjans', 'governor', 'ariyoshi', 'senator', 'fong', 'congressman', 'matsunaga', 'dr', 'matsuda', 'students', 'faculty', 'members', 'community', 'hawaii', 'nice', 'doctor', 'honor', 'good', 'years', 'representing', 'area', 'wonderful', 'community', 'doctor', 'relatives', 'doeslaughterand', 'kind', 'deeply', 'grateful', 'good', 'home', 'united', 'states', 'completed', '7day', 'trip', 'state', 'alaska', 'peoples', 'republic', 'china', 'good', 'friends', 'indonesia', 'philippines', 'happy', 'home', '50th', 'state', 'hawaii', 'morning', 'reflected', 'past', 'shrine', 'americans', 'died', 'sunday', 'morning', '34', 'years', 'ago', 'spirit', 'dedication', 'ideals', 'emerged', 'pearl', 'harbor', 'world', 'war', 'iidedication', 'americas', 'bipartisan', 'policy', 'pursuing', 'peace', 'strength', 'dedication', 'future', 'interdependence', 'cooperation', 'peoples', 'pacific', 'subscribe', 'pacific', 'doctrine', 'peace', 'hostility', 'remember', 'recollect', 'pearl', 'harbor', 'preserving', 'power', 'past', 'build', 'future', 'join', 'countries', 'great'] Speech # 459 [(6, 0.13093703519070829), (12, 0.21509596787099425), (20, 0.39763633049304364), (24, 0.25596159790390988)] ['speaker', 'vice', 'president', 'members', '94th', 'congress', 'distinguished', 'guests', 'begin', 'bicentennial', 'america', 'youngest', 'nations', 'recorded', 'history', 'long', 'forefathers', 'shores', 'men', 'women', 'struggling', 'planet', 'forge', 'life', 'families', 'mans', 'long', 'upward', 'march', 'savagery', 'slaverythroughout', '2000', 'years', 'christian', 'calendar', '6000', 'years', 'jewish', 'reckoningthere', 'deep', 'terrifying', 'valleys', 'bright', 'towering', 'peaks', 'peak', 'stands', 'highest', 'ranges', 'human', 'history', 'shines', 'people', 'uniting', 'produce', 'abundance', 'share', 'good', 'life', 'fairly', 'freedom', 'union', 'holds', 'promise', 'justice', 'opportunity', 'citizen', 'union', 'united', 'states', 'america', 'remade', 'paradise', 'earth', 'perfection', 'found', 'minute', '200', 'years', 'roots', 'branches', 'americans', 'generations', 'separate', 'stirring', 'deeds', '1776', 'homeland', 'found', 'refuge', 'shores', 'unison', 'proud', 'america', 'proud', 'american', 'life', 'children', 'told', 'life'] Speech # 460 [(6, 0.61450962382403185), (19, 0.070511084254133757), (20, 0.31425974981217547)] ['chairman', 'delegates', 'alternates', 'republican', 'convention', 'honored', 'nomination', 'accept', 'pride', 'gratitude', 'total', 'win', 'great', 'victory', 'american', 'people', 'wage', 'winning', 'campaign', 'region', 'country', 'snowy', 'banks', 'minnesota', 'sandy', 'plains', 'georgia', 'concede', 'single', 'state', 'concede', 'single', 'vote', 'evening', 'proud', 'stand', 'great', 'convention', 'incumbent', 'president', 'dwight', 'eisenhower', 'american', 'people', 'america', 'peace', 'tonight', 'straightaway', 'nation', 'sound', 'nation', 'secure', 'nation', 'march', 'full', 'economic', 'recovery', 'quality', 'life', 'americans', 'thing', 'year', 'issues', 'side', 'ready', 'eager', 'american', 'people', 'debate', 'real', 'issues', 'face', 'face', 'jimmy', 'carter', 'american', 'people', 'firsthand', 'stand', 'deeply', 'grateful', 'stood', 'winning', 'nomination', 'party', 'served', 'adult', 'life', 'respect', 'convictions', 'change', 'washington', 'change', '22', 'long', 'years', 'majority', 'misrule', 'lets', 'change'] Speech # 461 [(6, 0.46562468835492971), (11, 0.19694438938459932), (19, 0.33402006954681307)] ['president', 'mrs', 'ford', 'vice', 'president', 'vice', 'presidenttobe', 'distinguished', 'guests', 'ladies', 'gentlemen', 'fellow', 'republicans', 'watching', 'distance', 'millions', 'democrats', 'independents', 'rally', 'give', 'president', 'arrive', 'tonight', 'wonderful', 'people', 'gave', 'nancy', 'kindness', 'generosity', 'honoring', 'bringing', 'give', 'memory', 'live', 'hearts', 'forever', 'watching', 'television', 'nights', 'ive', 'warmth', 'greeted', 'nancy', 'filled', 'heart', 'joy', 'words', 'cynics', 'party', 'platform', 'bothers', 'read', 'doesnt', 'amount', 'time', 'republican', 'party', 'platform', 'banner', 'bold', 'unmistakable', 'colors', 'pale', 'pastel', 'shades', 'heard', 'call', 'arms', 'based', 'platform', 'call', 'successful', 'communicating', 'reveal', 'american', 'people', 'difference', 'platform', 'platform', 'opposing', 'party', 'revamp', 'reissue', 'rerunning', 'late', 'late', 'show', 'thing', 'hearing', '40', 'years', 'moment', 'assignment', 'day', 'asked', 'write', 'letter', 'time', 'capsule', 'opened'] Speech # 462 [(3, 0.018202564879086669), (6, 0.061883847966899483), (14, 0.1303701136103802), (20, 0.76451304090966532), (24, 0.020666137200269673)] ['edwin', 'newman', 'moderator', 'debate', '1976', 'campaign', 'gerald', 'ford', 'michigan', 'republican', 'candidate', 'president', 'jimmy', 'carter', 'georgia', 'democratic', 'candidate', 'president', 'president', 'ford', 'governor', 'carter', 'tonight', 'debates', 'presidential', 'candidates', 'vicepresidential', 'candidates', 'arranged', 'league', 'women', 'voters', 'education', 'fund', 'tonights', 'debate', 'presidential', 'candidates', '16', 'years', 'incumbent', 'president', 'participated', 'taking', 'place', 'audience', 'walnut', 'street', 'theatre', 'philadelphia', '3', 'blocks', 'independence', 'hall', 'television', 'audience', 'reach', '100', 'million', 'united', 'states', 'millions', 'overseas', 'tonights', 'debate', 'focuses', 'domestic', 'economic', 'policy', 'questions', 'put', 'frank', 'reynolds', 'abc', 'news', 'james', 'gannon', 'wall', 'street', 'journal', 'elizabeth', 'drew', 'yorker', 'magazine', 'agreed', 'rules', 'question', 'governor', 'carter', 'decided', 'toss', 'coin', '3', 'minutes', 'answer', 'followup', 'question', 'permitted', '2', 'minutes'] Speech # 463 [(6, 0.66078343583043408), (14, 0.13433103674551677), (19, 0.084092381063595859), (20, 0.062853537902339385), (24, 0.057605767462665831)] ['good', 'evening', 'pauline', 'frederick', 'npr', 'national', 'public', 'radio', 'moderator', 'historic', 'debates', '1976', 'campaign', 'gerald', 'ford', 'michigan', 'republican', 'candidate', 'president', 'jimmy', 'carter', 'georgia', 'democratic', 'candidate', 'president', 'president', 'ford', 'governor', 'carter', 'tonight', 'debate', 'takes', 'place', 'audience', 'palace', 'fine', 'arts', 'theatre', 'san', 'francisco', 'estimated', '100', 'million', 'americans', 'watching', 'television', 'san', 'francisco', 'site', 'signing', 'united', 'nations', 'charter', '31', 'years', 'ago', 'place', 'hold', 'debate', 'subject', 'foreign', 'defense', 'issues', 'questioners', 'tonight', 'max', 'frankel', 'associate', 'editor', 'york', 'times', 'henry', 'trewhitt', 'diplomatic', 'correspondent', 'baltimore', 'sun', 'richard', 'valeriani', 'diplomatic', 'correspondent', 'nbc', 'news', 'ground', 'rules', 'tonight', 'basically', 'debate', '2', 'weeks', 'ago', 'questions', 'alternated', 'candidates', 'toss', 'coin', 'governor', 'carter', 'question', 'question'] Speech # 464 [(6, 0.012044315883139416), (14, 0.27350598512107521), (15, 0.013109620800965215), (19, 0.1001762606911001), (20, 0.11310857986941725), (24, 0.48771534496877994)] ['good', 'evening', 'barbara', 'walters', 'moderator', 'debates', '1976', 'gerald', 'ford', 'republican', 'candidate', 'president', 'jimmy', 'carter', 'democratic', 'candidate', 'president', 'president', 'ford', 'governor', 'carter', 'joining', 'evening', 'debate', 'takes', 'place', 'audience', 'phi', 'beta', 'kappa', 'memorial', 'hall', 'campus', 'college', 'william', 'mary', 'historic', 'williamsburg', 'virginia', 'bicentennial', 'year', 'meet', 'grounds', 'hear', 'debate', 'hundred', 'years', 'ago', 'william', 'mary', 'students', 'met', 'nearby', 'raleigh', 'tavern', 'form', 'phi', 'beta', 'kappa', 'fraternity', 'designed', 'wrote', 'search', 'dispel', 'clouds', 'falsehood', 'debating', 'reserve', 'issues', 'day', 'spirit', 'debatewithout', 'reserve', 'dispel', 'clouds', 'falsehoodgentlemen', 'proceed', 'subject', 'matter', 'debate', 'open', 'covering', 'issues', 'topics', 'questioners', 'tonight', 'joseph', 'kraft', 'syndicated', 'columnist', 'robert', 'maynard', 'editorial', 'writer', 'washington', 'post', 'jack', 'nelson', 'washington', 'bureau'] Speech # 465 [(3, 0.065807765852109068), (6, 0.60012096071520871), (12, 0.048514793402126742), (20, 0.12852437925770521), (24, 0.15582979883844136)] ['speaker', 'vice', 'president', 'members', '95th', 'congress', 'distinguished', 'guests', 'accordance', 'constitution', 'report', 'state', 'union', 'report', 'lastmaybelaughterbut', 'union', 'reports', 'century', 'independence', 'close', 'confident', '100', 'years', 'freely', 'elected', 'president', 'freely', 'elected', 'congress', 'chosen', 'renew', 'great', 'republics', 'pledge', 'government', 'people', 'people', 'people', 'part', 'pray', 'century', 'beginning', 'bring', 'americans', 'children', 'childrens', 'children', 'greater', 'measure', 'individual', 'equality', 'opportunity', 'justice', 'greater', 'abundance', 'spiritual', 'material', 'blessings', 'higher', 'quality', 'life', 'liberty', 'pursuit', 'happiness', 'state', 'union', 'measurement', 'elements', 'composeda', 'political', 'union', 'diverse', 'states', 'economic', 'union', 'varying', 'interests', 'intellectual', 'union', 'common', 'convictions', 'moral', 'union', 'immutable', 'ideals', 'sum', 'report', 'state', 'union', 'good', 'room', 'improvement', 'today', 'perfect', 'union', 'stewardship', 'began', 'people', 'discovered', 'bicentennial'] Speech # 466 [(2, 0.10262581817388093), (3, 0.038909579787673322), (6, 0.85658023372988223)] ['nation', 'predecessor', 'heal', 'land', 'outward', 'physical', 'ceremony', 'attest', 'spiritual', 'strength', 'nation', 'high', 'school', 'teacher', 'miss', 'julia', 'coleman', 'adjust', 'changing', 'times', 'hold', 'unchanging', 'principles', 'bible', 'inauguration', 'president', '1789', 'oath', 'office', 'bible', 'mother', 'gave', 'years', 'ago', 'opened', 'timeless', 'admonition', 'ancient', 'prophet', 'micah', 'hath', 'showed', 'thee', 'man', 'good', 'doth', 'lord', 'require', 'thee', 'justly', 'love', 'mercy', 'walk', 'humbly', 'thy', 'god', 'micah', '68', 'inauguration', 'ceremony', 'marks', 'beginning', 'dedication', 'government', 'spirit', 'president', 'sense', 'proclaim', 'spirit', 'people', 'provide', 'centuries', 'ago', 'nations', 'birth', 'milestone', 'long', 'quest', 'freedom', 'bold', 'brilliant', 'dream', 'excited', 'founders', 'nation', 'awaits', 'consummation', 'dream', 'set', 'today', 'urge', 'fresh', 'faith', 'dream', 'society', 'openly', 'define', 'terms', 'spirituality', 'human'] Speech # 467 [(6, 0.059170376890890802), (12, 0.10580333093539632), (14, 0.10835079904464534), (20, 0.55714960591262042), (24, 0.1689621099084172)] ['good', 'evening', 'tomorrow', 'weeks', 'president', 'spent', 'lot', 'time', 'deciding', 'good', 'president', 'talk', 'broadcast', 'networks', 'agreed', 'bring', 'steps', 'close', 'touch', 'people', 'country', 'informally', 'plans', 'coming', 'months', 'running', 'president', 'made', 'number', 'commitments', 'reason', 'elected', 'intend', 'carry', 'noticed', 'acted', 'promises', 'report', 'time', 'time', 'governmentboth', 'problems', 'achievements', 'tonight', 'plan', 'carry', 'commitments', 'obvious', 'goals', 'achieved', 'quicklyfor', 'executive', 'orders', 'decisions', 'made', 'directly', 'areas', 'move', 'carefully', 'full', 'involvement', 'congress', 'allowing', 'time', 'citizens', 'participate', 'careful', 'study', 'order', 'develop', 'predictable', 'longrange', 'programs', 'affordable', 'work', 'efforts', 'require', 'dedicationperhaps', 'sacrificefrom', 'afraid', 'learn', 'national', 'goals', 'require', 'cooperation', 'mutual', 'effort', 'urgent', 'projects', 'develop', 'national', 'energy', 'policy', 'pointed', 'campaign', 'united', 'states', 'major', 'industrial', 'country'] Speech # 468 [(3, 0.060324771015784963), (6, 0.13157649851071532), (14, 0.45832393624263024), (18, 0.037826813686246165), (20, 0.27049543618948091), (22, 0.041041733544275455)] ['president', 'good', 'morning', 'statements', 'make', 'ill', 'glad', 'answer', 'questions', 'ive', 'congress', 'morning', 'youth', 'employment', 'package', 'consist', '12', 'billion', 'part', 'economic', 'stimulus', 'package', 'ive', 'concerned', 'campaign', 'trips', 'country', '2', 'years', 'extraordinarily', 'high', 'unemployment', 'rate', 'young', 'people', 'half', 'total', 'unemployed', '24', 'years', '16', '19', 'years', '18percent', 'unemployment', 'minority', 'groups', 'urban', 'areas', '40', 'percent', 'heavy', 'concentration', 'effort', 'major', 'departments', 'government', 'cut', 'unemployment', 'young', 'people', 'instance', 'youth', 'conservation', 'corps', 'similar', 'depression', 'years', 'civilian', 'conservation', 'corps', 'ccc', 'administered', 'departments', 'agriculture', 'interior', 'open', 'spaces', 'country', 'youth', 'community', 'conservation', 'corps', 'urban', 'areas', 'heavy', 'emphasis', 'training', 'young', 'people', 'leading', 'employment', 'including', 'existing', 'programs', 'million', 'jobs', 'permanent', 'basis', 'million'] Speech # 469 [(24, 0.9990760346485984)] ['good', 'evening', 'tonight', 'unpleasant', 'talk', 'problem', 'unprecedented', 'history', 'exception', 'preventing', 'war', 'greatest', 'challenge', 'country', 'face', 'lifetime', 'energy', 'crisis', 'overwhelmed', 'act', 'quickly', 'problem', 'solve', 'years', 'progressively', 'worse', 'rest', 'century', 'selfish', 'timid', 'hope', 'decent', 'world', 'children', 'grandchildren', 'simply', 'balance', 'demand', 'energy', 'rapidly', 'shrinking', 'resources', 'acting', 'control', 'future', 'letting', 'future', 'control', 'days', 'present', 'congress', 'energy', 'proposals', 'members', 'partners', 'great', 'deal', 'valuable', 'advice', 'proposals', 'unpopular', 'put', 'inconveniences', 'make', 'sacrifices', 'important', 'thing', 'proposals', 'alternative', 'national', 'catastrophe', 'delay', 'affect', 'strength', 'power', 'nation', 'decision', 'energy', 'test', 'character', 'american', 'people', 'ability', 'president', 'congress', 'govern', 'nation', 'difficult', 'effort', 'moral', 'equivalent', 'war', 'uniting', 'efforts', 'build', 'destroy', 'doubt', 'face', 'real', 'energy'] Speech # 470 [(6, 0.59228375586863957), (21, 0.40703172032175011)] ['father', 'hesburgh', 'great', 'faculty', 'notre', 'dame', 'honored', 'afternoon', 'degree', 'great', 'university', 'graduate', 'undergraduate', 'group', 'understand', 'largest', 'history', 'great', 'institution', 'friends', 'parents', 'im', 'glad', 'started', 'graduation', 'trend', 'deplore', 'throwing', 'peanuts', 'graduation', 'day', 'consumed', 'higher', 'price', 'great', 'honor', 'bestowed', 'afternoon', 'degree', 'blue', 'gold', 'navy', 'feel', 'kinship', 'assembled', 'afternoon', 'aback', 'comment', 'brought', 'accent', 'white', 'house', 'minds', 'people', 'country', 'time', '150', 'years', 'accent', 'story', 'illustrate', 'points', 'simultaneously', 'kind', 'difficult', 'assignment', 'sitting', 'truman', 'balcony', 'night', 'good', 'friend', 'charles', 'kirbo', 'told', 'man', 'arrested', 'court', 'drunk', 'setting', 'bed', 'fire', 'judge', 'asked', 'pled', 'guilty', 'drunk', 'bed', 'fire', 'graduates', 'draw', 'parallel', 'statement', 'approaching', 'graduation', 'exercise', 'points', 'ill', 'minutes', '25'] Speech # 471 [(3, 0.093044119846578371), (6, 0.62442369583633972), (14, 0.27930874109321718)] ['secretary', 'general', 'distinguished', 'leaders', 'country', 'hemisphere', 'express', 'deep', 'leaders', '27', 'nations', 'hemisphere', '20', 'heads', 'state', 'historic', 'occasion', 'im', 'proud', 'part', 'largest', 'group', 'heads', 'state', 'assembled', 'hall', 'americas', 'secretary', 'general', 'participate', 'signing', 'treaties', 'assure', 'peaceful', 'prosperous', 'secure', 'future', 'international', 'waterway', 'great', 'importance', 'treaties', 'mark', 'commitment', 'united', 'states', 'belief', 'fairness', 'force', 'lie', 'heart', 'dealings', 'nations', 'world', 'agreement', 'nations', 'serve', 'interests', 'nations', 'treaties', 'guaranteeing', 'neutrality', 'panama', 'canal', 'treaties', 'serve', 'interests', 'nation', 'canal', 'agreement', 'forms', 'partnership', 'insure', 'vital', 'waterway', 'important', 'continue', 'operated', 'safe', 'open', 'shipping', 'nations', 'future', 'accords', 'panama', 'play', 'increasingly', 'important', 'role', 'operation', 'defense', 'canal', '23', 'years', 'united', 'states', 'counter', 'threat', 'canals', 'neutrality'] Speech # 472 [(24, 0.99908133971281965)] ['good', 'evening', 'months', 'ago', 'april', 'spoke', 'national', 'policy', 'deal', 'present', 'future', 'energy', 'problems', 'day', 'proposals', 'congress', 'congress', 'recognized', 'urgency', 'problem', 'grips', 'complex', 'difficult', 'decisions', 'legislative', 'body', 'asked', 'make', 'working', 'congress', 'weve', 'formed', 'department', 'energy', 'headed', 'secretary', 'james', 'schlesinger', 'ability', 'administer', 'energy', 'legislation', 'congressional', 'work', 'national', 'energy', 'plan', 'reached', 'final', 'stage', 'week', 'senate', 'version', 'legislation', 'conference', 'committees', 'members', 'house', 'senate', 'resolve', 'differences', 'bills', 'theyve', 'passed', 'weeks', 'strength', 'courage', 'political', 'system', 'proven', 'choices', 'facing', 'members', 'congress', 'easy', 'pass', 'effective', 'fair', 'plan', 'support', 'understandingyour', 'support', 'resist', 'pressures', 'special', 'favors', 'expense', 'rest', 'understanding', 'effective', 'plan', 'sacrifice', 'tonight', 'crucial', 'time', 'emphasize', 'important', 'energy', 'plan', 'risk'] Speech # 473 [(6, 0.3623063926484531), (12, 0.10278185178024359), (20, 0.28023649912354404), (24, 0.2542397976607722)] ['president', 'speaker', 'members', '95th', 'congress', 'ladies', 'gentlemen', 'years', 'ago', 'today', 'caucus', 'iowa', 'year', 'ago', 'tomorrow', 'walked', 'white', 'house', 'duties', 'president', 'united', 'states', 'didnt', 'walked', 'ive', 'save', 'energy', 'return', 'tonight', 'fulfill', 'duties', 'constitution', 'give', 'congressand', 'nationinformation', 'state', 'union', 'militarily', 'politically', 'economically', 'spirit', 'state', 'union', 'sound', 'great', 'country', 'strong', 'country', 'vital', 'dynamic', 'countryand', 'remain', 'confident', 'people', 'hardworking', 'people', 'decent', 'compassionate', 'peopleand', 'remain', 'speak', 'tonight', 'pledge', 'efforts', 'pledge', 'generation', 'americans', 'face', 'circumstances', 'choosing', 'character', 'measured', 'spirit', 'tested', 'times', 'emergency', 'nation', 'leaders', 'bring', 'energies', 'bear', 'single', 'urgent', 'task', 'duty', 'abraham', 'lincoln', 'faced', 'land', 'torn', 'conflict', 'war', 'states', 'duty', 'faced', 'franklin', 'roosevelt', 'led', 'america', 'economic'] Speech # 474 [(6, 0.95376533169213273), (18, 0.043395162134693223)] ['arrived', 'camp', 'david', 'thing', 'agreed', 'people', 'world', 'pray', 'negotiations', 'successful', 'prayers', 'answered', 'expectations', 'privileged', 'witness', 'tonight', 'significant', 'achievement', 'peace', 'achievement', 'thought', 'year', 'ago', 'month', 'ago', 'achievement', 'reflects', 'courage', 'wisdom', 'leaders', '13', 'long', 'days', 'camp', 'david', 'display', 'determination', 'vision', 'flexibility', 'needed', 'make', 'agreement', 'pass', 'owe', 'gratitude', 'respect', 'personal', 'admiration', 'great', 'difficulties', 'remain', 'hard', 'issues', 'settled', 'questions', 'brought', 'warfare', 'bitterness', 'middle', 'east', '30', 'years', 'settled', 'overnight', 'recognize', 'substantial', 'achievements', 'made', 'agreements', 'president', 'sadat', 'prime', 'minister', 'begin', 'signing', 'tonight', 'entitled', 'framework', 'peace', 'middle', 'east', 'framework', 'concerns', 'principles', 'specifics', 'substantive', 'govern', 'comprehensive', 'peace', 'settlement', 'deals', 'specifically', 'future', 'west', 'bank', 'gaza', 'resolve', 'palestinian', 'problem', 'aspects'] Speech # 475 [(6, 0.042932167994993622), (9, 0.022646482206944471), (12, 0.18976351172450462), (20, 0.70611838810529148), (24, 0.037971671401846714)] ['good', 'evening', 'frank', 'talk', 'tonight', 'domestic', 'problem', 'problem', 'inflation', 'inflation', 'threaten', 'economic', 'gains', 'weve', 'made', 'stand', 'achieve', 'future', 'longtime', 'threat', '10', 'years', 'annual', 'inflation', 'rate', 'united', 'states', 'averaged', '6', '12', 'percent', '3', 'years', 'inauguration', 'increased', 'average', '8', 'percent', 'inflation', 'problem', 'president', 'weve', 'control', 'successful', 'time', 'make', 'greater', 'coordinated', 'effort', 'inflation', 'worse', 'things', 'happen', 'purchasing', 'power', 'continue', 'decline', 'burden', 'fall', 'afford', 'national', 'productivity', 'suffer', 'dollar', 'continue', 'fall', 'world', 'trade', 'weve', 'made', 'good', 'progress', 'putting', 'people', 'back', 'work', 'past', '21', 'months', 'weve', 'created', '6', 'million', 'jobs', 'american', 'workers', 'weve', 'reduced', 'unemployment', 'rate', '25', 'percent', 'continue', 'efforts', 'reduce', 'unemployment', 'young', 'people', 'minorities', 'tonight'] Speech # 476 [(21, 0.99766990291232083)] ['good', 'evening', 'read', 'joint', 'communiqu', 'simultaneously', 'issued', 'peking', 'moment', 'leaders', 'peoples', 'republic', 'china', 'joint', 'communiqu', 'establishment', 'diplomatic', 'relations', 'united', 'states', 'america', 'peoples', 'republic', 'china', 'january', '1', '1979', 'united', 'states', 'america', 'peoples', 'republic', 'china', 'agreed', 'recognize', 'establish', 'diplomatic', 'relations', 'january', '1', '1979', 'united', 'states', 'america', 'recognizes', 'government', 'peoples', 'republic', 'china', 'sole', 'legal', 'government', 'china', 'context', 'people', 'united', 'states', 'maintain', 'cultural', 'commercial', 'unofficial', 'relations', 'people', 'taiwan', 'united', 'states', 'america', 'peoples', 'republic', 'china', 'reaffirm', 'principles', 'agreed', 'sides', 'shanghai', 'communiqu', 'emphasize', 'reduce', 'danger', 'international', 'military', 'conflict', 'seek', 'hegemony', 'asiapacific', 'region', 'region', 'world', 'opposed', 'efforts', 'country', 'group', 'countries', 'establish', 'hegemony', 'prepared', 'negotiate', 'behalf', 'party', 'enter'] Speech # 477 [(6, 0.64257146936060971), (12, 0.10187393509258838), (20, 0.25497296963794563)] ['president', 'speaker', 'members', '96th', 'congress', 'fellow', 'citizens', 'tonight', 'examine', 'broad', 'sense', 'state', 'american', 'unionhow', 'building', 'foundation', 'peaceful', 'prosperous', 'world', 'children', 'born', 'year', 'age', '21st', 'century', 'kind', 'society', 'kind', 'world', 'building', 'peace', 'children', 'enjoy', 'quality', 'life', 'strong', 'united', 'america', 'force', 'freedom', 'prosperity', 'world', 'tonight', 'sign', 'state', 'union', 'sound', 'economy', 'offers', 'greater', 'prosperity', 'people', 'real', 'capita', 'income', 'real', 'business', 'profits', 'risen', 'substantially', 'years', 'farm', 'exports', 'setting', 'alltime', 'record', 'year', 'farm', 'income', 'year', 'net', 'farm', 'income', '25', 'percent', 'liberties', 'secure', 'military', 'defenses', 'strong', 'growing', 'stronger', 'importantly', 'tonight', 'americaour', 'beloved', 'countryis', 'peace', 'earliest', 'national', 'commitments', 'modified', 'reshaped', 'succeeding', 'generations', 'served', 'problems', 'face', 'today', 'confronted'] Speech # 478 [(6, 0.36753922472245476), (16, 0.078628135385152106), (20, 0.10652213317356796), (24, 0.44591247557306596)] ['good', 'evening', 'special', 'night', '3', 'years', 'ago', 'july', '15', '1976', 'accepted', 'nomination', 'party', 'run', 'president', 'united', 'states', 'promised', 'president', 'isolated', 'people', 'feels', 'pain', 'shares', 'dreams', 'draws', 'strength', 'wisdom', 'past', '3', 'years', 'ive', 'spoken', 'occasions', 'national', 'concerns', 'energy', 'crisis', 'reorganizing', 'government', 'nations', 'economy', 'issues', 'war', 'peace', 'years', 'subjects', 'speeches', 'talks', 'press', 'conferences', 'increasingly', 'narrow', 'focused', 'isolated', 'world', 'washington', 'thinks', 'important', 'gradually', 'youve', 'heard', 'government', 'thinks', 'government', 'nations', 'hopes', 'dreams', 'vision', 'future', 'ten', 'days', 'ago', 'planned', 'speak', 'important', 'subjectenergy', 'time', 'urgency', 'problem', 'laid', 'series', 'legislative', 'recommendations', 'congress', 'preparing', 'speak', 'began', 'question', 'troubling', 'nation', 'resolve', 'energy', 'problem', 'clear', 'true', 'problems', 'nation', 'deeperdeeper', 'gasoline'] Speech # 479 [(3, 0.053731234042675158), (6, 0.58212884013050459), (12, 0.14662140141552349), (20, 0.17116981479481436), (24, 0.045791218327215097)] ['good', 'evening', 'tonight', 'announce', 'intention', 'seek', 'republican', 'nomination', 'president', 'united', 'states', 'im', 'country', 'number', 'viewpoints', 'depending', 'weve', 'lived', 'weve', 'boy', 'growing', 'small', 'towns', 'illinois', 'young', 'man', 'iowa', 'start', 'years', 'great', 'depression', 'california', 'adult', 'life', 'ive', 'america', 'stadium', 'press', 'box', 'sportscaster', 'actor', 'officer', 'labor', 'union', 'soldier', 'officeholder', 'democrat', 'republican', 'ive', 'lived', 'america', 'eat', 'outnumbered', 'wars', 'lifetime', 'ive', 'country', 'face', 'financial', 'ruin', 'depression', 'great', 'strength', 'nation', 'pulled', 'ruin', 'dominant', 'force', 'world', 'country', 'living', 'breathing', 'presence', 'unimpressed', 'impossible', 'proud', 'success', 'generous', 'nave', 'wrong', 'impatient', 'provide', 'life', 'people', 'framework', 'basic', 'fairness', 'freedom', 'difference', 'american', 'kind', 'person', 'american', 'lives', 'anticipation', 'future', 'great', 'place', 'people', 'fear'] Speech # 480 [(3, 0.098997226110080799), (6, 0.73217242007911243), (14, 0.067032642722410676), (22, 0.10043185742970334)] ['evening', 'discuss', 'extremely', 'important', 'rapidly', 'changing', 'circumstances', 'southwest', 'asia', 'continue', 'share', 'sense', 'outrage', 'impatience', 'kidnaping', 'innocent', 'american', 'hostages', 'holding', 'militant', 'terrorists', 'support', 'approval', 'iranian', 'officials', 'purposes', 'continue', 'protection', 'longrange', 'interests', 'nation', 'safety', 'american', 'hostages', 'attempting', 'secure', 'release', 'americans', 'international', 'court', 'justice', 'united', 'nations', 'public', 'private', 'diplomatic', 'efforts', 'determined', 'achieve', 'goal', 'hope', 'bloodshed', 'danger', 'lives', '50', 'fellow', 'americans', 'efforts', 'continue', 'strong', 'support', 'world', 'community', 'unity', 'common', 'sense', 'american', 'people', 'circumstances', 'essential', 'success', 'efforts', 'recently', 'development', 'threatens', 'maintenance', 'peace', 'southwest', 'asia', 'massive', 'soviet', 'military', 'forces', 'invaded', 'small', 'nonaligned', 'sovereign', 'nation', 'afghanistan', 'hitherto', 'occupied', 'satellite', 'soviet', 'union', 'fifty', 'thousand', 'heavily', 'armed', 'soviet', 'troops'] Speech # 481 [(6, 0.86467303318300781), (20, 0.020374178539495504), (24, 0.11437460167549496)] ['president', 'speaker', 'members', '96th', 'congress', 'fellow', 'citizens', 'months', 'easy', 'time', 'meet', 'tonight', 'clear', 'state', 'union', 'depends', 'state', 'world', 'tonight', 'generation', 'freedom', 'peace', 'world', 'depend', 'state', 'union', '1980s', 'born', 'turmoil', 'strife', 'change', 'time', 'challenge', 'interests', 'values', 'time', 'tests', 'wisdom', 'skills', 'time', 'iran', '50', 'americans', 'held', 'captive', 'innocent', 'victims', 'terrorism', 'anarchy', 'moment', 'massive', 'soviet', 'troops', 'attempting', 'subjugate', 'fiercely', 'independent', 'deeply', 'religious', 'people', 'afghanistan', 'actsone', 'international', 'terrorism', 'military', 'aggressionpresent', 'challenge', 'united', 'states', 'america', 'nations', 'world', 'meet', 'threats', 'peace', 'im', 'determined', 'united', 'states', 'remain', 'strongest', 'nations', 'power', 'initiate', 'threat', 'security', 'nation', 'rights', 'human', 'seek', 'remain', 'securea', 'nation', 'peace', 'stable', 'world', 'secure', 'face', 'world', 'basic'] Speech # 482 [(6, 0.13537015866941363), (13, 0.86185038513689183)] ['late', 'yesterday', 'cancelled', 'carefully', 'planned', 'operation', 'underway', 'iran', 'position', 'rescue', 'team', 'withdrawal', 'american', 'hostages', 'held', 'captive', 'november', '4', 'equipment', 'failure', 'rescue', 'helicopters', 'made', 'end', 'mission', 'team', 'withdrawing', 'order', 'american', 'aircraft', 'collided', 'ground', 'refueling', 'operation', 'remote', 'desert', 'location', 'iran', 'information', 'rescue', 'mission', 'made', 'american', 'people', 'fighting', 'combat', 'deep', 'regret', 'crewmen', 'aircraft', 'collided', 'killed', 'americans', 'hurt', 'accident', 'people', 'immediately', 'airlifted', 'iran', 'injured', 'medical', 'treatment', 'expected', 'recover', 'knowledge', 'operation', 'iranian', 'officials', 'authorities', 'evident', 'hours', 'americans', 'withdrawn', 'iran', 'rescue', 'team', 'knew', 'knew', 'operation', 'difficult', 'dangerous', 'convinced', 'rescue', 'operation', 'commenced', 'excellent', 'chance', 'success', 'volunteers', 'highly', 'trained', 'met', 'leaders', 'operation', 'knew', 'hopes', 'mine', 'americans', 'carried', 'families'] Speech # 483 [(6, 0.40403775564385858), (12, 0.3010427580136959), (20, 0.2803716093074593), (24, 0.012351063351234835)] ['chairman', 'vice', 'president', 'convention', 'fellow', 'citizens', 'great', 'nation', 'deep', 'awareness', 'responsibility', 'conferred', 'trust', 'accept', 'nomination', 'presidency', 'united', 'states', 'deep', 'gratitude', 'interject', 'behalf', 'detroit', 'people', 'michigan', 'city', 'warm', 'hospitality', 'shown', 'wholehearted', 'response', 'recommendation', 'regard', 'george', 'bush', 'candidate', 'vice', 'president', 'proud', 'party', 'tonight', 'convention', 'shown', 'america', 'party', 'united', 'positive', 'programs', 'solving', 'nations', 'problems', 'party', 'ready', 'build', 'consensus', 'land', 'share', 'community', 'values', 'embodied', 'words', 'family', 'work', 'neighborhood', 'peace', 'freedom', 'quarrel', 'method', 'attaining', 'goal', 'argument', 'goal', 'president', 'establish', 'liaison', '50', 'governors', 'encourage', 'eliminate', 'exists', 'discrimination', 'women', 'monitor', 'federal', 'laws', 'insure', 'implementation', 'add', 'statutes', 'needed', 'candidacy', 'unify', 'country', 'renew', 'american', 'spirit', 'sense', 'purpose', 'carry', 'message'] Speech # 484 [(6, 0.42788965226898512), (19, 0.26637410109347898), (20, 0.22244709767076781), (24, 0.082862753027631672)] ['fellow', 'democrats', 'fellow', 'citizens', 'nomination', 'youve', 'offered', 'choosing', 'running', 'mate', 'partner', 'president', 'fritz', 'mondale', 'gratitude', 'determination', 'accept', 'nomination', 'proud', 'run', 'progressive', 'sound', 'platform', 'hammered', 'convention', 'fritz', 'mount', 'campaign', 'defines', 'real', 'issues', 'campaign', 'responds', 'intelligence', 'american', 'people', 'campaign', 'talks', 'sense', 'beat', 'republicans', 'november', 'win', 'party', 'great', 'president', 'knew', 'reelectedfranklin', 'delano', 'roosevelt', 'party', 'courageous', 'fighter', 'knew', 'give', 'em', 'hellharry', 'truman', 'truman', 'told', 'truth', 'thought', 'hell', 'party', 'gallant', 'man', 'spiritjohn', 'fitzgerald', 'kennedy', 'party', 'great', 'leader', 'compassionlyndon', 'baines', 'johnson', 'party', 'great', 'man', 'president', 'greatest', 'presidents', 'historyhubert', 'horatio', 'hornblowerhumphrey', 'appreciated', 'convention', 'senator', 'humphrey', 'great', 'man', 'epitomized', 'spirit', 'democratic', 'party', 'party', 'governor', 'jerry', 'brown', 'senator', 'edward'] Speech # 485 [(6, 0.33015520516476621), (14, 0.067258596967735937), (19, 0.068657966482475616), (20, 0.43606133774618316), (24, 0.095812274100404257)] ['smith', 'league', 'women', 'voters', 'pleased', 'cleveland', 'ohio', 'convention', 'center', 'music', 'hall', 'president', 'jimmy', 'carter', 'democratic', 'partys', 'candidate', 'reelection', 'presidency', 'governor', 'ronald', 'reagan', 'california', 'republican', 'partys', 'candidate', 'presidency', 'candidates', 'debate', 'questions', 'domestic', 'economic', 'foreign', 'policy', 'national', 'security', 'issues', 'questions', 'posed', 'panel', 'distinguished', 'journalists', 'marvin', 'stone', 'editor', 'news', 'world', 'report', 'harry', 'ellis', 'national', 'correspondent', 'christian', 'science', 'monitor', 'william', 'hilliard', 'assistant', 'managing', 'editor', 'portland', 'oregonian', 'barbara', 'walters', 'correspondent', 'abc', 'news', 'ground', 'rules', 'agreed', 'gentlemen', 'panelist', 'question', 'question', 'candidates', 'candidates', 'answered', 'panelist', 'followup', 'questions', 'sharpen', 'answers', 'candidates', 'opportunity', 'make', 'rebuttal', 'constitute', 'half', 'debate', 'state', 'rules', 'half', 'rules', 'candidates', 'permitted', 'bring', 'prepared', 'notes', 'podium', 'permitted'] Speech # 486 [(6, 0.91788916029091205), (20, 0.081066571831537246)] ['good', 'evening', 'days', 'lay', 'official', 'responsibilities', 'office', 'title', 'democracy', 'superior', 'president', 'title', 'citizen', 'vice', 'president', 'mondale', 'cabinet', 'hundreds', 'served', '4', 'years', 'publicly', 'private', 'dedication', 'competence', 'theyve', 'brought', 'service', 'country', 'owe', 'deepest', 'american', 'people', 'gave', 'extraordinary', 'opportunity', 'serve', 'weve', 'faced', 'great', 'challenges', 'future', 'problems', 'difficult', 'im', 'convinced', 'united', 'states', 'country', 'meet', 'successfully', 'future', 'bring', '4', 'years', 'made', 'strength', 'country', 'unchanging', 'principles', 'ideals', 'stability', 'political', 'system', 'ingenuity', 'decency', 'people', 'tonight', 'words', 'special', 'office', 'presidency', 'united', 'states', 'powerful', 'office', 'world', 'severely', 'constrained', 'law', 'custom', 'president', 'broad', 'responsibility', 'lead', 'support', 'consent', 'people', 'expressed', 'formally', 'congress', 'informally', 'ways', 'range', 'public', 'private', 'institutions', 'system', 'government', 'american'] Speech # 487 [(6, 0.57632389427875241), (19, 0.12069422514554583), (20, 0.10406750568902165), (24, 0.19658618211330242)] ['senator', 'hatfield', 'chief', 'justice', 'president', 'vice', 'president', 'bush', 'vice', 'president', 'mondale', 'senator', 'baker', 'speaker', 'oneill', 'reverend', 'moomaw', 'fellow', 'citizens', 'today', 'solemn', 'momentous', 'occasion', 'history', 'nation', 'commonplace', 'occurrence', 'orderly', 'transfer', 'authority', 'called', 'constitution', 'routinely', 'takes', 'place', 'centuries', 'stop', 'unique', 'eyes', 'ma', 'world', 'every4year', 'ceremony', 'accept', 'normal', 'miracle', 'president', 'fellow', 'citizens', 'carry', 'tradition', 'gracious', 'cooperation', 'transition', 'process', 'shown', 'watching', 'world', 'united', 'people', 'pledged', 'maintaining', 'political', 'system', 'guarantees', 'individual', 'liberty', 'greater', 'degree', 'people', 'maintaining', 'continuity', 'bulwark', 'republic', 'business', 'nation', 'forward', 'united', 'states', 'confronted', 'economic', 'affliction', 'great', 'proportions', 'suffer', 'longest', 'worst', 'sustained', 'inflations', 'national', 'history', 'distorts', 'economic', 'decisions', 'penalizes', 'thrift', 'crushes', 'struggling', 'young', 'fixedincome'] Speech # 488 [(6, 0.051883413768528924), (7, 0.30870616849199761), (14, 0.30556065570135055), (20, 0.30207279289377009), (22, 0.023376376901537776)] ['president', 'opening', 'statement', 'questions', 'yesterday', 'secretary', 'treasury', 'donald', 'regan', 'congress', 'request', 'raise', 'debt', 'ceiling', '985', 'billion', 'represents', 'dramatic', 'jump', '50', 'billion', 'previous', 'debt', 'ceiling', 'administration', 'action', 'great', 'regret', 'clear', 'massive', 'deficits', 'government', 'runs', 'root', 'profound', 'economic', 'problems', 'years', 'process', 'easily', 'weve', 'lived', 'means', 'financed', 'extravagance', 'backs', 'american', 'people', 'clear', 'message', 'received', 'election', 'campaign', 'gain', 'control', 'inflationary', 'monster', 'briefly', 'review', 'american', 'people', 'weve', 'moments', 'taking', 'oath', 'office', 'freeze', 'hiring', 'civilian', 'employees', 'federal', 'government', 'days', 'issued', 'order', 'cut', 'government', 'travel', 'reduce', 'number', 'consultants', 'government', 'stopped', 'procurement', 'items', 'called', 'appointees', 'exercise', 'restraint', 'offices', 'yesterday', 'announced', 'elimination', 'remaining', 'federal', 'controls', 'oil', 'production', 'marketing', 'today'] Speech # 489 [(17, 0.51665499458869069), (20, 0.47735762924440028)] ['speaker', 'president', 'distinguished', 'members', 'congress', 'honored', 'guests', 'fellow', 'citizens', 'words', 'express', 'appreciation', 'greeting', 'speak', 'tonight', 'economic', 'recovery', 'program', 'essential', 'congress', 'approve', 'package', 'lift', 'crushing', 'burden', 'inflation', 'citizens', 'restore', 'vitality', 'economy', 'industrial', 'machine', 'due', 'events', 'past', 'weeks', 'permit', 'digress', 'moment', 'allimportant', 'subject', 'bring', 'government', 'spending', 'control', 'reduce', 'tax', 'rates', 'id', 'words', 'directly', 'watching', 'listening', 'tonight', 'express', 'behalf', 'nancy', 'appreciation', 'messages', 'flowers', 'prayers', 'fell', 'warmth', 'words', 'expression', 'friendship', 'love', 'meant', 'memory', 'treasure', 'forever', 'youve', 'provided', 'answer', 'voices', 'raised', 'happened', 'evidence', 'sick', 'society', 'society', 'heard', 'made', 'millions', 'compassionate', 'americans', 'children', 'college', 'age', 'kindergarten', 'matter', 'fact', 'evidence', 'letter', 'letter', 'peter', 'sweeney', 'hes', 'grade', 'riverside'] Speech # 490 [(8, 0.97501193768957561), (20, 0.01914434766266734)] ['father', 'hesburgh', 'things', 'distinguished', 'honor', 'youve', 'conferred', 'today', 'compounds', 'sense', 'guilt', 'nursed', '50', 'years', 'thought', 'degree', 'honorary', 'wonderful', 'today', 'governor', 'orr', 'governor', 'bowen', 'senators', 'lugar', 'quayle', 'representative', 'hiler', 'distinguished', 'honorees', 'trustees', 'administration', 'faculty', 'students', 'friends', 'notre', 'dame', 'important', 'graduating', 'class', '1981', 'nancy', 'greatly', 'honored', 'share', 'day', 'pleasure', 'doubled', 'sharing', 'platform', 'longtime', 'dear', 'friend', 'pat', 'obrien', 'pat', 'havent', 'havent', 'chance', 'tie', 'binds', 'weeks', 'ago', 'knew', 'fathers', 'ancestry', 'orphaned', 'age', '6', 'ive', 'learned', 'grandfather', 'greatgrandfather', 'left', 'ireland', 'america', 'leaving', 'home', 'ballyporeen', 'village', 'county', 'tipperary', 'ireland', 'learned', 'ballyporeen', 'ancestral', 'home', 'obriens', 'watch', 'turn', 'commencement', 'warm', 'bath', 'nostalgic', 'memories', 'growing', 'illinois', 'influenced', 'sports', 'legend'] Speech # 491 [(6, 0.091873753204326378), (8, 0.029464637778031339), (12, 0.082638515436145504), (14, 0.29626281998638454), (20, 0.49926553024315767)] ['chairwoman', 'margaret', 'bush', 'wilson', 'introduction', 'explanation', 'years', 'tardiness', 'remember', 'year', 'ago', 'california', 'received', 'invitation', 'time', 'received', 'clipping', 'answered', 'invitation', 'moment', 'impossible', 'mewell', 'impossible', 'find', 'waynot', 'air', 'force', 'bridged', 'california', 'florida', 'im', 'delighted', 'time', 'staff', 'work', 'invitation', 'plenty', 'time', 'president', 'cobb', 'vice', 'chairman', 'kelly', 'alexander', 'executive', 'director', 'benjamin', 'hooks', 'ladies', 'gentlemen', 'platform', 'members', 'board', 'directors', 'ladies', 'gentlemen', 'representatives', 'convention', 'im', 'happy', 'talking', 'naacps', '72rd', 'annual', 'convention', 'things', 'discuss', 'invitation', 'talk', 'today', 'future', 'misunderstandings', 'past', 'ideas', 'continuing', 'dialog', 'dialog', 'flows', 'intermittent', 'conventions', 'attend', 'part', 'continuing', 'dialog', 'place', 'tuesday', 'met', 'ben', 'hooks', 'margaret', 'bush', 'wilson', 'oval', 'office', 'discussion', 'candid', 'wide', 'range', 'conversation', 'showed'] Speech # 492 [(3, 0.047651678377971546), (6, 0.18051484446277802), (12, 0.08146585811360936), (14, 0.023221437991602849), (20, 0.65377904464862224), (24, 0.012850481068848573)] ['id', 'intended', 'make', 'remarks', 'problem', 'social', 'security', 'tonight', 'immediacy', 'congressional', 'action', 'tax', 'program', 'key', 'component', 'economic', 'package', 'priority', 'ive', 'deeply', 'disturbed', 'dependent', 'social', 'security', 'needlessly', 'frightened', 'inaccuracies', 'wide', 'circulation', 'true', 'social', 'security', 'system', 'financial', 'problems', 'true', 'financial', 'problems', 'building', '20', 'years', 'hope', 'address', 'entire', 'subject', 'future', 'meantime', 'stated', 'campaign', 'repeat', 'stand', 'dependent', 'social', 'security', 'deprived', 'benefits', 'youve', 'worked', 'hard', 'earn', 'make', 'pledge', 'president', 'reason', 'frightened', 'continue', 'receive', 'checks', 'full', 'amount', 'due', 'plan', 'restore', 'fiscal', 'integrity', 'social', 'security', 'personally', 'plan', 'expense', 'dependent', 'monthly', 'social', 'security', 'checks', 'turn', 'business', 'hand', '6', 'months', 'reported', 'state', 'nations', 'economy', 'im', 'afraid', 'message', 'night', 'grim', 'disturbing'] Speech # 493 [(14, 0.12317673681316142), (20, 0.082680106808767959), (22, 0.79314542395165932)] ['president', 'morning', '7', 'union', 'representing', 'man', 'americas', 'air', 'traffic', 'control', 'facilities', 'called', 'strike', 'culmination', '7', 'months', 'negotiations', 'federal', 'aviation', 'administration', 'union', 'point', 'negotiations', 'agreement', 'reached', 'signed', 'sides', 'granting', '40', 'million', 'increase', 'salaries', 'benefits', 'government', 'employees', 'expect', 'granted', 'recognition', 'difficulties', 'inherent', 'work', 'people', 'perform', 'union', 'demands', '17', 'times', 'agreed', 'to681', 'million', 'impose', 'tax', 'burden', 'fellow', 'citizens', 'unacceptable', 'supervisors', 'controllers', 'job', 'today', 'helping', 'nations', 'air', 'system', 'operating', 'safely', 'york', 'area', 'supervisors', 'scheduled', 'report', 'work', '17', 'additionally', 'volunteered', 'national', 'airport', 'traffic', 'controller', 'told', 'newsperson', 'resigned', 'union', 'reported', 'work', 'kids', 'obey', 'law', 'great', 'tribute', 'america', 'make', 'thing', 'plain', 'respect', 'workers', 'private', 'sector', 'strike', 'president'] Speech # 494 [(6, 0.44266716565107833), (22, 0.55670783434884841)] ['officers', 'ladies', 'gentlemen', 'national', 'press', 'club', 'short', 'time', 'ago', 'fellow', 'members', 'back', 'april', 'hospital', 'readily', 'understand', 'lot', 'time', 'reflection', 'day', 'decided', 'send', 'personal', 'handwritten', 'letter', 'soviet', 'president', 'leonid', 'brezhnev', 'reminding', 'met', '10', 'years', 'ago', 'san', 'clemente', 'california', 'president', 'nixon', 'concluding', 'series', 'meetings', 'brought', 'hope', 'world', 'peace', 'good', 'closer', 'hand', 'id', 'read', 'paragraphs', 'letter', 'president', 'met', 'asked', 'aware', 'hopes', 'aspirations', 'millions', 'people', 'world', 'dependent', 'decisions', 'reached', 'meetings', 'hand', 'assured', 'aware', 'dedicated', 'heart', 'soul', 'mind', 'fulfilling', 'hopes', 'dreams', 'letter', 'people', 'world', 'share', 'hope', 'peoples', 'world', 'differences', 'racial', 'ethnic', 'origin', 'common', 'dignity', 'control', 'individual', 'lives', 'destiny', 'work', 'craft', 'trade', 'choosing', 'fairly', 'rewarded', 'raise'] Speech # 495 [(6, 0.35787470038527491), (20, 0.10148596506693661), (23, 0.5397236217485023)] ['good', 'evening', 'christmas', 'time', 'home', 'takes', 'special', 'beauty', 'special', 'warmth', 'true', 'white', 'house', 'famous', 'americans', 'spent', 'christmases', 'years', 'fine', 'home', 'peoples', 'house', 'part', 'lives', 'history', 'humbling', 'inspiring', 'nancy', 'spending', 'christmas', 'place', 'weve', 'lived', 'tenants', 'year', 'year', 'people', 'weve', 'lotmoments', 'joy', 'tragedy', 'real', 'achievementmoments', 'brought', 'closer', 'gk', 'chesterton', 'world', 'starve', 'wonders', 'special', 'time', 'year', 'renew', 'sense', 'recalling', 'story', 'christmas', 'bethlehem', '2000', 'year', 'ago', 'celebrate', 'christmas', 'birthday', 'great', 'good', 'philosopher', 'teacher', 'divinity', 'child', 'born', 'bethlehem', 'promised', 'prince', 'peace', 'weve', 'questioned', 'perform', 'miracles', 'chose', 'helpless', 'babe', 'miracle', 'great', 'lesson', 'learn', 'care', 'tonight', 'millions', 'american', 'homes', 'glow', 'christmas', 'tree', 'reflection', 'love', 'jesus', 'taught', 'shepherds'] Speech # 496 [(6, 0.26356253978877203), (12, 0.15827591379368119), (20, 0.57778787338140503)] ['speaker', 'president', 'distinguished', 'members', 'congress', 'honored', 'guests', 'fellow', 'citizens', 'today', 'marks', 'state', 'union', 'address', 'constitutional', 'duty', 'republic', 'president', 'washington', 'began', 'tradition', '1790', 'reminding', 'nation', 'destiny', 'selfgovernment', 'preservation', 'sacred', 'fire', 'liberty', 'finally', 'staked', 'experiment', 'entrusted', 'hands', 'american', 'people', 'friends', 'press', 'place', 'high', 'premium', 'accuracy', 'hear', 'george', 'washington', 'laughter', 'matter', 'historic', 'record', 'laughter', 'podium', 'winston', 'churchill', 'asked', 'free', 'world', 'stand', 'onslaught', 'aggression', 'franklin', 'delano', 'roosevelt', 'spoke', 'day', 'infamy', 'summoned', 'nation', 'arms', 'douglas', 'macarthur', 'made', 'unforgettable', 'farewell', 'country', 'loved', 'served', 'dwight', 'eisenhower', 'reminded', 'peace', 'purchased', 'price', 'strength', 'john', 'kennedy', 'spoke', 'burden', 'glory', 'freedom', 'visited', 'chamber', 'year', 'newcomer', 'washington', 'critical', 'past', 'policies', 'believed', 'failed'] Speech # 497 [(6, 0.6281523612507911), (20, 0.038169815998667402), (22, 0.013155915084626626), (23, 0.31173900803848303)] ['lord', 'chancellor', 'speaker', 'journey', 'visit', 'forms', 'part', 'long', 'great', 'cities', 'west', 'rome', 'paris', 'economic', 'summit', 'versailles', 'sister', 'democracies', 'proved', 'time', 'severe', 'economic', 'strain', 'free', 'peoples', 'work', 'freely', 'voluntarily', 'address', 'problems', 'inflation', 'unemployment', 'trade', 'economic', 'development', 'spirit', 'cooperation', 'solidarity', 'milestones', 'lie', 'ahead', 'week', 'germany', 'nato', 'allies', 'discuss', 'measures', 'joint', 'defense', 'americas', 'latest', 'initiatives', 'peaceful', 'secure', 'world', 'arms', 'reductions', 'stop', 'trip', 'important', 'moment', 'occupies', 'special', 'place', 'heart', 'hearts', 'countrymena', 'moment', 'kinship', 'homecoming', 'hallowed', 'halls', 'speaking', 'americans', 'home', 'feel', 'house', 'american', 'eloquently', 'told', 'democracys', 'shrines', 'rights', 'free', 'people', 'processes', 'representation', 'debated', 'refined', 'institution', 'lengthening', 'shadow', 'man', 'institution', 'lengthening', 'shadow', 'men', 'women', 'sat', 'voted'] Speech # 498 [(6, 0.65438968510622686), (15, 0.035168824331336682), (21, 0.12297245511888784), (22, 0.18692073257141928)] ['president', 'chancellor', 'schmidt', 'members', 'bundestag', 'distinguished', 'guests', 'ive', 'london', 'urge', 'quote', 'great', 'dr', 'johnson', 'feeling', 'friendship', 'comfortably', 'filled', 'roast', 'beef', 'laughter', 'feel', 'filled', 'friendship', 'afternoon', 'bring', 'warmest', 'goodwill', 'american', 'people', 'im', 'honored', 'speak', 'today', 'people', 'germany', 'year', 'jointly', 'celebrate', '300th', 'anniversary', 'german', 'settlement', 'american', 'colonies', '13', 'families', 'land', 'forerunners', '7', 'million', 'german', 'immigrants', 'united', 'states', 'today', 'americans', 'claim', 'german', 'ancestry', 'germans', 'cleared', 'cultivated', 'land', 'built', 'industries', 'advanced', 'arts', 'sciences', 'honor', '300', 'years', 'german', 'contributions', 'america', 'president', 'carstens', 'agreed', 'today', 'pay', 'official', 'visit', 'united', 'states', 'october', '1983', 'celebrate', 'occasion', 'german', 'people', 'weve', 'repaid', 'debt', 'american', 'revolution', 'revolution', 'modern', 'history', 'fought', 'selfgovernment'] Speech # 499 [(6, 0.8714159780671491), (22, 0.12802576950560043)] ['secretarygeneral', 'president', 'distinguished', 'delegates', 'ladies', 'gentlemen', 'speak', 'today', 'citizen', 'united', 'states', 'world', 'heartfelt', 'wishes', 'people', 'peace', 'bearing', 'honest', 'proposals', 'genuine', 'progress', 'dag', 'hammarskjold', '24', 'years', 'ago', 'month', 'meet', 'time', 'peace', 'peace', 'words', 'true', 'today', 'hundred', 'disputes', 'disturbed', 'peace', 'nations', 'world', 'war', 'ii', 'today', 'threat', 'nuclear', 'disaster', 'hangs', 'lives', 'people', 'bible', 'tells', 'time', 'peace', 'century', 'mankind', 'failed', 'find', 'united', 'nations', 'dedicated', 'world', 'peace', 'charter', 'prohibits', 'international', 'force', 'tide', 'belligerence', 'continues', 'rise', 'charters', 'influence', 'weakened', '4', 'years', 'special', 'session', 'disarmament', 'condemn', 'aggression', 'enforce', 'dictates', 'charter', 'resume', 'struggle', 'peace', 'record', 'history', 'clear', 'citizens', 'united', 'states', 'resort', 'force', 'reluctantly', 'foreign', 'policy', 'president', 'eisenhower', 'difficult'] Speech # 500 [(20, 0.53026548511057003), (24, 0.46902736654193211)] ['fellow', 'americans', 'weve', 'heard', 'thousand', 'times', 'weather', 'talks', 'feeling', 'present', 'state', 'economy', 'lot', 'talk', 'reason', 'wanted', 'talk', 'confused', 'understand', 'time', 'started', 'planning', '1983', 'budget', 'fiscal', 'year', 'beginning', 'coming', 'october', '1st', 'steady', 'drumbeat', 'reports', 'supposed', 'youve', 'read', 'heard', 'news', 'variety', 'statements', 'attributed', 'authoritative', 'government', 'sources', 'prefer', 'names', 'im', 'authoritative', 'source', 'im', 'middle', 'whats', 'id', 'set', 'record', 'straight', 'things', 'heard', 'im', 'youve', 'heard', 'proposing', 'largest', 'single', 'tax', 'increase', 'history', 'truth', 'proposing', 'kind', 'economic', 'recovery', 'program', 'failed', 'ive', 'abandoned', 'turned', 'increasing', 'taxes', 'reduce', 'federal', 'spending', 'tax', 'bill', 'congress', 'tied', 'program', 'cuts', 'spending', 'greatest', 'single', 'tax', 'increase', 'history', 'possibly', 'called', 'greatest', 'tax', 'reform', 'history'] Speech # 501 [(6, 0.99925407925399889)] ['fellow', 'americans', 'today', 'day', 'make', 'proud', 'marked', 'end', 'successful', 'evacuation', 'plo', 'beirut', 'lebanon', 'peaceful', 'step', 'good', 'offices', 'united', 'states', 'heroic', 'work', 'great', 'american', 'diplomat', 'ambassador', 'philip', 'habib', 'efforts', 'im', 'happy', 'announce', 'marine', 'contingent', 'helping', 'supervise', 'evacuation', 'accomplished', 'mission', 'young', 'men', 'lebanon', '2', 'weeks', 'served', 'peace', 'distinction', 'proud', 'situation', 'lebanon', 'part', 'problem', 'conflict', 'middle', 'east', 'past', '2', 'weeks', 'events', 'beirut', 'dominated', 'front', 'page', 'america', 'engaged', 'quiet', 'behindthescenes', 'effort', 'lay', 'groundwork', 'broader', 'peace', 'region', 'premature', 'leaks', 'diplomatic', 'missions', 'traveled', 'mideast', 'capitals', 'met', 'home', 'wide', 'range', 'experts', 'map', 'american', 'peace', 'initiative', 'longsuffering', 'peoples', 'middle', 'eastarab', 'israeli', 'alike', 'agreement', 'lebanon', 'opportunity', 'farreaching', 'peace', 'effort'] Speech # 502 [(6, 0.99811023622000239)] ['fellow', 'americans', 'scenes', 'world', 'witnessed', 'past', 'weekend', 'heartrending', 'long', 'nightmare', 'lebanons', 'agony', 'millions', 'pictures', 'palestinian', 'victims', 'tragedy', 'words', 'add', 'actions', 'bring', 'nightmare', 'end', 'view', 'remote', 'event', 'involved', 'friends', 'lebanon', 'israel', 'friends', 'europe', 'middle', 'east', 'americans', 'tragedy', 'horrible', 'reminds', 'absolute', 'imperative', 'bringing', 'peace', 'troubled', 'country', 'region', 'working', 'peace', 'middle', 'east', 'serve', 'world', 'peace', 'future', 'mankind', 'criminals', 'deed', 'punishment', 'remove', 'blot', 'crime', 'rest', 'things', 'learn', 'things', 'people', 'lebanon', 'learned', 'cycle', 'massacre', 'massacre', 'end', 'children', 'avenged', 'murder', 'children', 'israel', 'learned', 'impose', 'solutions', 'hatreds', 'deep', 'bitter', 'produced', 'tragedy', 'seeks', 'sink', 'deeply', 'quagmire', 'looms', 'outsiders', 'fed', 'flames', 'civil', 'war', 'lebanon', 'years', 'learn', 'fire', 'consume', 'put'] Speech # 503 [(6, 0.37973237458670944), (12, 0.1312992820763316), (20, 0.46174341263180912), (24, 0.026888930705110767)] ['speaker', 'president', 'distinguished', 'members', 'congress', 'honored', 'guests', 'fellow', 'citizens', 'solemn', 'occasion', 'marks', '196th', 'time', 'president', 'united', 'states', 'reported', 'state', 'union', 'george', 'washington', '1790', 'lot', 'reports', 'shortage', 'things', 'state', 'union', 'key', 'success', 'ability', 'foremost', 'nations', 'preserve', 'lasting', 'values', 'making', 'change', 'work', 'talk', 'evening', 'togethernot', 'republicans', 'democrats', 'americansto', 'make', 'tomorrows', 'america', 'happy', 'prosperous', 'home', 'strong', 'respected', 'abroad', 'peace', 'world', 'gather', 'tonight', 'state', 'union', 'strong', 'economy', 'troubled', 'fellow', 'citizensfarmers', 'steel', 'auto', 'workers', 'lumbermen', 'black', 'teenagers', 'working', 'mothersthis', 'painful', 'period', 'power', 'bring', 'ordeal', 'end', 'fallen', 'time', 'undo', 'damage', 'long', 'time', 'making', 'begin', 'hard', 'task', 'building', 'future', 'children', 'long', 'courage', 'patience', 'strength', 'people', 'america', 'mend'] Speech # 504 [(3, 0.07752967644076933), (6, 0.20148860594314272), (8, 0.05510397847823318), (12, 0.056968228990398696), (14, 0.030152320946416403), (17, 0.1237182617275719), (19, 0.033018977195354543), (20, 0.40913786485911557), (23, 0.010758316539114436)] ['ladies', 'gentlemen', 'chairman', 'reverend', 'clergy', 'mickey', 'kind', 'words', 'hearty', 'warm', 'im', 'grateful', 'american', 'conservative', 'union', 'young', 'americans', 'freedom', 'national', 'review', 'human', 'events', 'organizing', 'annual', 'memorial', 'service', 'democratic', 'platform', '1980', 'asked', 'wanted', 'make', 'row', 'irish', 'love', 'wakes', 'im', 'delighted', 'back', '10th', 'annual', 'conference', 'addresses', 'ive', 'talked', 'common', 'perceptions', 'goals', 'thought', 'report', 'tonight', 'stand', 'achieving', 'goalsa', 'sort', 'state', 'reagan', 'report', 'im', 'acknowledge', 'good', 'deal', 'left', 'unfinished', 'conservative', 'agenda', 'cleanup', 'crew', '2', 'years', 'deal', 'mess', 'left', 'half', 'century', 'im', 'disheartened', 'fact', 'attitude', 'unfinished', 'agenda', 'isnt', 'expressed', 'anecdote', 'favorite', 'presidents', 'calvin', 'coolidge', 'cal', 'coolidge', 'introduced', 'sport', 'fishing', 'secret', 'service', 'detail', 'passion', 'word', 'silent', 'cal'] Speech # 505 [(6, 0.34054201508449672), (19, 0.62083460726086059), (20, 0.026851267356415444), (22, 0.011247110298153628)] ['reverend', 'clergy', 'senator', 'hawkins', 'distinguished', 'members', 'florida', 'congressional', 'delegation', 'warmed', 'heart', 'im', 'delighted', 'today', 'national', 'association', 'evangelicals', 'spiritual', 'humanitarian', 'work', 'remiss', 'didnt', 'discharge', 'personal', 'debt', 'gratitude', 'prayers', 'nancy', 'felt', 'presence', 'times', 'ways', 'theyve', 'made', 'difference', 'day', 'east', 'room', 'white', 'house', 'meeting', 'asked', 'aware', 'people', 'praying', 'president', 'ive', 'felt', 'intercessionary', 'prayer', 'couldnt', 'questioner', 'hed', 'asked', 'question', 'thator', 'praying', 'busy', 'signal', 'ahead', 'laughter', 'understand', 'abraham', 'lincoln', 'felt', 'driven', 'times', 'knees', 'overwhelming', 'conviction', 'joy', 'good', 'feeling', 'conference', 'political', 'reception', 'laughter', 'bit', 'scheduling', 'reminds', 'storylaughterwhich', 'ill', 'share', 'evangelical', 'minister', 'politician', 'arrived', 'heavens', 'gate', 'day', 'st', 'peter', 'formalities', 'hand', 'show', 'quarters', 'small', 'single', 'room', 'bed'] Speech # 506 [(6, 0.34620147585623912), (22, 0.18105746973639703), (24, 0.46179263479755905)] ['fellow', 'americans', 'sharing', 'time', 'tonight', 'subject', 'discuss', 'peace', 'national', 'security', 'timely', 'important', 'timely', 'ive', 'reached', 'decision', 'offers', 'hope', 'children', '21st', 'century', 'decision', 'ill', 'minutes', 'important', 'big', 'decision', 'make', 'subject', 'involves', 'basic', 'duty', 'president', 'people', 'share', 'duty', 'protect', 'strengthen', 'peace', 'beginning', 'year', 'submitted', 'congress', 'defense', 'budget', 'reflects', 'judgment', 'understanding', 'experts', 'specialists', 'advise', 'allies', 'protect', 'people', 'years', 'ahead', 'budget', 'long', 'list', 'numbers', 'numbers', 'lies', 'americas', 'ability', 'prevent', 'greatest', 'human', 'tragedies', 'preserve', 'free', 'life', 'dangerous', 'world', 'part', 'careful', 'longterm', 'plan', 'make', 'america', 'strong', 'years', 'neglect', 'mistakes', 'efforts', 'rebuild', 'americas', 'defenses', 'strengthen', 'peace', 'began', '2', 'years', 'ago', 'requested', 'major', 'increase', 'defense', 'program', 'amount', 'increases'] Speech # 507 [(0, 0.9034204193056472), (6, 0.096109705400168249)] ['speaker', 'president', 'distinguished', 'members', 'congress', 'honored', 'guests', 'fellow', 'americans', 'number', 'times', 'past', 'years', 'members', 'congress', 'president', 'meetings', 'resolve', 'crisis', 'asked', 'meeting', 'hope', 'prevent', 'hard', 'find', 'americans', 'arent', 'aware', 'stake', 'middle', 'east', 'persian', 'gulf', 'nato', 'line', 'dividing', 'free', 'world', 'communist', 'bloc', 'asia', 'spite', 'flurry', 'stories', 'places', 'nicaragua', 'el', 'salvador', 'concerted', 'propaganda', 'find', 'hard', 'stake', 'problems', 'involving', 'countries', 'thought', 'central', 'america', 'place', 'mexico', 'possibly', 'constitute', 'threat', 'wellbeing', 'ive', 'asked', 'session', 'central', 'americas', 'problems', 'directly', 'affect', 'security', 'wellbeing', 'people', 'central', 'america', 'closer', 'united', 'states', 'world', 'troublespots', 'concern', 'work', 'restore', 'economy', 'afford', 'lose', 'sight', 'neighbors', 'south', 'el', 'salvador', 'nearer', 'texas', 'texas', 'massachusetts', 'nicaragua', 'close'] Speech # 508 [(6, 0.22207618665395001), (14, 0.051525275505811347), (18, 0.054063977008300394), (22, 0.11444467668742316), (24, 0.55708866233643006)] ['fellow', 'americans', 'im', 'coming', 'tonight', 'korean', 'airline', 'massacre', 'attack', 'soviet', 'union', '269', 'innocent', 'men', 'women', 'children', 'aboard', 'unarmed', 'korean', 'passenger', 'plane', 'crime', 'humanity', 'forgotten', 'world', 'prayers', 'tonight', 'victims', 'families', 'time', 'terrible', 'grief', 'hearts', 'themto', 'brave', 'people', 'kathryn', 'mcdonald', 'wife', 'congressman', 'composure', 'eloquence', 'day', 'husbands', 'death', 'moved', 'sorely', 'missed', 'government', 'parents', 'slain', 'couple', 'wired', 'daughter', 'husband', 'died', 'korean', 'airline', 'flight', '007', 'deaths', 'result', 'soviet', 'union', 'violating', 'concept', 'human', 'rights', 'emotions', 'parentsgrief', 'shock', 'angerare', 'shared', 'civilized', 'people', 'world', 'press', 'accounts', 'reflect', 'explosion', 'condemnation', 'people', 'state', 'plainly', 'absolutely', 'justification', 'legal', 'moral', 'soviets', 'newspaper', 'india', 'passenger', 'plane', 'fair', 'game', 'home', 'air', 'forces', 'end', 'civil'] Speech # 509 [(6, 0.97885712132676617), (18, 0.015916579482767153)] ['fellow', 'americans', '2', 'months', 'ago', 'shocked', 'brutal', 'massacre', '269', 'men', 'women', 'children', '60', 'americans', 'shooting', 'korean', 'airliner', 'past', 'days', 'violence', 'erupted', 'lebanon', 'grenada', 'lebanon', '1600', 'marines', 'part', 'multinational', 'force', 'people', 'lebanon', 'restore', 'order', 'stability', 'troubled', 'land', 'marines', 'assigned', 'south', 'city', 'beirut', 'airport', 'operating', 'lebanon', 'mile', 'north', 'italian', 'contingent', 'french', 'company', 'british', 'soldiers', 'past', 'sunday', '22', 'minutes', '6', 'beirut', 'time', 'dawn', 'breaking', 'truck', 'lot', 'vehicles', 'city', 'approached', 'airport', 'busy', 'main', 'road', 'appearance', 'suggest', 'trucks', 'cars', 'airport', 'wheel', 'young', 'man', 'suicide', 'mission', 'truck', 'carried', '2000', 'pounds', 'explosives', 'marine', 'guards', 'warning', 'wrong', 'truck', 'crashed', 'series', 'barriers', 'including', 'chainlink', 'fence', 'barbed', 'wire', 'entanglements', 'guards'] Speech # 510 [(2, 0.26866989115227952), (8, 0.088986410707880034), (12, 0.14669507641141491), (21, 0.49360978677672301)] ['mrs', 'king', 'members', 'king', 'family', 'distinguished', 'members', 'congress', 'ladies', 'gentlemen', 'honored', 'guests', 'im', 'pleased', 'white', 'house', 'home', 'belongs', 'american', 'people', 'thinking', 'contributions', 'country', 'man', 'honoring', 'today', 'passage', 'attributed', 'american', 'poet', 'john', 'greenleaf', 'whittier', 'mind', 'crisis', 'brings', 'word', 'deed', 'america', 'fifties', 'sixties', 'important', 'crises', 'faced', 'racial', 'discrimination', 'man', 'words', 'deeds', 'crisis', 'stirred', 'nation', 'depths', 'soul', 'dr', 'martin', 'luther', 'king', 'jr', 'martin', 'luther', 'king', 'born', '1929', 'america', 'color', 'skin', '1', '10', 'lived', 'lives', 'separate', 'unequal', 'black', 'americans', 'taught', 'segregated', 'schools', 'country', 'find', 'poor', 'jobs', 'toiling', 'low', 'wages', 'refused', 'entry', 'hotels', 'restaurants', 'made', 'separate', 'facilities', 'nation', 'proclaimed', 'liberty', 'justice', 'black', 'americans', 'living', 'city'] Speech # 511 [(6, 0.55921100247594735), (16, 0.15172860424244883), (18, 0.10171021514113364), (24, 0.18523962537636049)] ['officers', 'men', 'women', 'corps', 'ladies', 'gentlemen', 'today', 'pay', 'homage', 'heroes', 'lebanon', 'grenada', 'grieve', 'families', 'brave', 'proud', 'americans', 'lives', 'country', 'preservation', 'peace', 'met', 'families', 'killed', 'americans', 'cradle', 'arms', 'share', 'sorrow', 'lost', 'loved', 'friends', 'thoughts', 'prayers', 'nation', 'country', 'remain', 'force', 'good', 'world', 'face', 'times', 'times', 'sadness', 'loss', 'fellow', 'citizens', 'marines', 'families', 'carrying', 'heavy', 'burden', 'america', 'seeks', 'territory', 'dominate', 'commit', 'resources', 'risk', 'lives', 'armed', 'forces', 'rescue', 'bloodshed', 'turmoil', 'prevent', 'humankind', 'drowning', 'sea', 'tyranny', 'lebanon', 'allies', 'working', 'hard', 'bring', 'peace', 'wartorn', 'country', 'stability', 'vital', 'middle', 'east', 'seeking', 'stabilize', 'situation', 'lebanon', 'marines', 'sailorsand', 'french', 'italian', 'english', 'companions', 'peacekeepers', 'truest', 'sense', 'word', 'world', 'america', 'leadership', 'america'] Speech # 512 [(6, 0.32039115156971371), (20, 0.67331449463929083)] ['speaker', 'president', 'distinguished', 'members', 'congress', 'honored', 'guests', 'fellow', 'citizens', 'keeping', 'timehonored', 'tradition', 'report', 'state', 'union', 'im', 'pleased', 'report', 'america', 'improved', 'good', 'reason', 'improvement', 'continue', 'days', 'honest', 'open', 'differences', 'year', 'past', 'didnt', 'joining', 'hands', 'bipartisan', 'cooperation', 'stop', 'long', 'decline', 'drained', 'nations', 'spirit', 'eroded', 'health', 'renewed', 'energy', 'optimism', 'land', 'america', 'back', 'standing', 'tall', '80s', 'courage', 'confidence', 'hope', 'problems', 'overcoming', 'heritage', 'person', 'party', 'generation', 'tendency', 'government', 'grow', 'practices', 'programs', 'nearest', 'thing', 'eternal', 'life', 'earth', 'laughter', 'wellintentioned', 'chorus', 'voices', 'power', 'money', 'people', 'time', 'forgot', 'american', 'dream', 'isnt', 'making', 'government', 'bigger', 'keeping', 'faith', 'mighty', 'spirit', 'free', 'people', 'god', 'decade', '80s', 'faced', 'worst', 'crisis', 'postwar', 'history'] Speech # 513 [(6, 0.13189602938047529), (20, 0.29111107987536111), (24, 0.57426843253947635)] ['fellow', 'americans', 'years', 'spoke', 'room', 'weve', 'faced', 'difficult', 'problems', 'ive', 'feel', 'special', 'bond', 'kinship', 'tonight', 'im', 'reason', 'ive', 'difficult', 'personal', 'decision', 'seek', 'reelection', 'addressed', 'national', 'defenses', 'dangerously', 'weak', 'suffered', 'humiliation', 'iran', 'home', 'adrift', 'possibly', 'failure', 'washington', 'trust', 'courage', 'character', 'people', 'worst', 'brink', 'economic', 'collapse', 'years', 'government', 'overindulgence', 'abusive', 'overtaxation', 'report', 'worst', 'economic', 'mess', 'great', 'depression', 'inflation', 'risen', '13', 'percent', '1979', '19', 'percent', 'march', '1980', 'backtoback', 'years', 'price', 'explosions', 'highest', '60', 'years', 'years', 'taxes', 'doubled', 'costofliving', 'pay', 'raises', 'bumped', 'higher', 'tax', 'brackets', 'interest', 'rates', '21', 'percent', 'highest', '120', 'years', 'productivity', '2', 'consecutive', 'years', 'industrial', 'production', 'actual', 'wages', 'earnings', 'downthe', 'things', 'prices'] Speech # 514 [(8, 0.99894967177233418)] ['fellow', 'americans', 'memorial', 'day', 'day', 'ceremonies', 'speeches', 'america', 'today', 'honor', 'dead', 'wars', 'recall', 'valor', 'sacrifices', 'remember', 'gave', 'lives', 'live', 'gathered', 'special', 'eventthe', 'national', 'funeral', 'unknown', 'soldier', 'today', 'join', 'heroes', 'wars', 'spoke', 'ceremony', 'gettysburg', '1863', 'president', 'lincoln', 'reminded', 'deeds', 'dead', 'spoken', 'eloquently', 'living', 'living', 'honor', 'rededicating', 'willingly', 'gave', 'full', 'measure', 'devotion', 'today', 'minds', 'hearts', 'memory', 'vietnam', 'conflict', 'meant', 'sacrificed', 'field', 'battle', 'loved', 'suffered', 'home', 'long', 'ago', 'memorial', 'dedicated', 'washington', 'vietnam', 'veterans', 'events', 'surrounding', 'dedication', 'stirring', 'reminder', 'americas', 'resilience', 'nation', 'learn', 'grow', 'transcend', 'tragedies', 'past', 'dedication', 'ceremonies', 'rolls', 'died', 'missing', 'read', '3', 'days', 'candlelight', 'ceremony', 'national', 'cathedral', 'veterans', 'vietnam', 'welcomed', 'home', 'speeches'] Speech # 515 [(24, 0.99885578069119063)] ['business', 'difficult', 'spotto', 'introduced', 'waited', 'patientlyfollowing', 'wonderful', 'talent', 'weve', 'laughter', 'close', 'show', 'nancy', 'grateful', 'today', 'ill', 'chance', 'muintir', 'na', 'heireann', 'people', 'ireland', 'applause', 'difficult', 'express', 'appreciation', 'feel', 'im', 'drown', 'bath', 'nostalgia', 'honors', 'gifts', 'afforded', 'president', 'visit', 'cherish', 'dearly', 'didnt', 'family', 'backgroundnot', 'lack', 'interest', 'father', 'orphaned', '6', 'years', 'efforts', 'good', 'people', 'dug', 'history', 'poor', 'immigrant', 'family', 'soul', 'contentment', 'joyous', 'feeling', 'coming', 'home', 'long', 'journey', 'father', 'orphaned', 'young', 'knew', 'roots', 'god', 'rest', 'soul', 'told', 'father', 'hes', 'today', 'pleased', 'happy', 'robert', 'frost', 'renowned', 'american', 'poet', 'home', 'place', 'laughter', 'long', 'greatgrandfather', 'set', 'im', 'thankful', 'wonderful', 'homecoming', 'today', 'place', 'planet', 'claim', 'roots', 'ballyporeen', 'county', 'tipperary'] Speech # 516 [(18, 0.066483133342018413), (21, 0.93227530120574509)] ['mark', 'day', 'history', 'allied', 'armies', 'joined', 'battle', 'reclaim', 'continent', 'liberty', '4', 'long', 'years', 'europe', 'terrible', 'shadow', 'free', 'nations', 'fallen', 'jews', 'cried', 'camps', 'millions', 'cried', 'liberation', 'europe', 'enslaved', 'world', 'prayed', 'rescue', 'normandy', 'rescue', 'began', 'allies', 'stood', 'fought', 'tyranny', 'giant', 'undertaking', 'unparalleled', 'human', 'history', 'stand', 'lonely', 'windswept', 'point', 'northern', 'shore', 'france', 'air', 'soft', '40', 'years', 'ago', 'moment', 'air', 'dense', 'smoke', 'cries', 'men', 'air', 'filled', 'crack', 'rifle', 'fire', 'roar', 'cannon', 'dawn', 'morning', '6th', 'june', '1944', '225', 'rangers', 'jumped', 'british', 'landing', 'craft', 'ran', 'bottom', 'cliffs', 'mission', 'difficult', 'daring', 'invasion', 'climb', 'sheer', 'desolate', 'cliffs', 'enemy', 'guns', 'allies', 'told', 'mightiest', 'guns', 'trained', 'beaches', 'stop', 'allied', 'advance'] Speech # 517 [(6, 0.52639960598960922), (19, 0.026476355928973409), (20, 0.44672184429708239)] ['chairman', 'vice', 'president', 'delegates', 'convention', 'fellow', 'citizens', '75', 'days', 'hope', 'enjoy', 'victory', 'size', 'heart', 'texas', 'nancy', 'extend', 'deep', 'lone', 'star', 'state', 'big', 'dthe', 'city', 'dallasfor', 'warmth', 'hospitality', 'years', 'ago', 'didnt', 'precisely', 'duty', 'office', 'long', 'ago', 'learned', 'graders', 'corpus', 'christi', 'school', 'chambersburg', 'pennsylvania', 'leah', 'kline', 'asked', 'teacher', 'describe', 'duties', 'president', 'meetings', 'helps', 'animals', 'president', 'frustrated', 'talks', 'presidents', 'wisdom', 'begin', 'early', 'age', 'tonight', 'full', 'heart', 'deep', 'gratitude', 'trust', 'accept', 'nomination', 'presidency', 'united', 'states', 'campaign', 'behalf', 'principles', 'party', 'lift', 'america', 'confidently', 'future', 'america', 'presented', 'clearest', 'political', 'choice', 'half', 'century', 'distinction', 'parties', 'philosophy', 'political', 'opponents', 'heart', 'campaign', 'americas', 'future', 'ive', 'campaigning', 'long', 'political', 'party'] Speech # 518 [(2, 0.40615298812213713), (14, 0.041317466819791267), (19, 0.11993364957210649), (20, 0.42375353564367385)] ['ms', 'ridings', 'im', 'dorothy', 'ridings', 'president', 'league', 'women', 'voters', 'sponsor', 'tonights', 'presidential', 'debate', 'republican', 'ronald', 'reagan', 'democrat', 'walter', 'mondale', 'tonights', 'debate', 'marks', 'consecutive', 'presidential', 'election', 'league', 'presenting', 'candidates', 'nations', 'highest', 'office', 'facetoface', 'debate', 'panelists', 'james', 'wieghart', 'national', 'political', 'correspondent', 'scrippshoward', 'news', 'service', 'diane', 'sawyer', 'correspondent', 'cbs', 'program', '60', 'minutes', 'fred', 'barnes', 'national', 'political', 'correspondent', 'baltimore', 'sun', 'barbara', 'walters', 'abc', 'news', 'appearing', 'fourth', 'presidential', 'debate', 'moderator', 'barbara', 'ms', 'walters', 'dorothy', 'words', 'begin', 'tonights', 'debate', 'format', 'position', 'candidatesthat', 'answers', 'questions', 'statementwas', 'determined', 'toss', 'coin', 'candidates', 'mondale', 'won', 'means', 'chose', 'give', 'final', 'closing', 'statement', 'means', 'president', 'answer', 'question', 'hope', 'clear', 'isnt', 'clear', 'debate'] Speech # 519 [(0, 0.23091193368573101), (6, 0.47705357918291658), (14, 0.074931021468554293), (19, 0.1280156752721304), (20, 0.036443267661325454), (22, 0.052284333155835992)] ['ms', 'ridings', 'good', 'evening', 'municipal', 'auditorium', 'kansas', 'city', 'dorothy', 'ridings', 'president', 'league', 'women', 'voters', 'sponsor', 'final', 'presidential', 'debate', '1984', 'campaign', 'republican', 'ronald', 'reagan', 'democrat', 'walter', 'mondale', 'panelists', 'tonights', 'debate', 'defense', 'foreign', 'policy', 'issues', 'georgie', 'anne', 'geyer', 'syndicated', 'columnist', 'universal', 'press', 'syndicate', 'marvin', 'kalb', 'chief', 'diplomatic', 'correspondent', 'nbc', 'news', 'morton', 'kondracke', 'executive', 'editor', 'republic', 'magazine', 'henry', 'trewhitt', 'diplomatic', 'correspondent', 'baltimore', 'sun', 'edwin', 'newman', 'nbc', 'news', 'syndicated', 'columnist', 'king', 'features', 'moderator', 'ed', 'newman', 'dorothy', 'ridings', 'word', 'procedure', 'tonight', 'question', 'mondale', 'hell', 'half', 'minutes', 'reply', 'panel', 'member', 'put', 'question', 'followup', 'answer', 'limited', 'minute', 'question', 'put', 'president', 'reagan', 'followup', 'man', 'minute', 'rebuttal', 'question', 'president'] Speech # 520 [(6, 0.59473511036232729), (19, 0.19745707969186621), (20, 0.20700121049565595)] ['senator', 'mathias', 'chief', 'justice', 'burger', 'vice', 'president', 'bush', 'speaker', 'oneill', 'senator', 'dole', 'reverend', 'clergy', 'members', 'family', 'friends', 'fellow', 'citizens', 'day', 'made', 'brighter', 'presence', 'time', 'absent', 'senator', 'john', 'stennis', 'god', 'bless', 'back', 'today', 'representative', 'gillis', 'long', 'louisiana', 'left', 'night', 'join', 'moment', 'silent', 'prayer', 'president', 'resumed', 'speaking', 'moment', 'silence', 'amen', 'words', 'adequate', 'express', 'great', 'honor', 'youve', 'bestowed', 'ill', 'utmost', 'deserving', 'trust', 'senator', 'mathias', 'told', '50th', 'time', 'people', 'celebrated', 'historic', 'occasion', 'president', 'george', 'washington', 'hand', 'bible', 'stood', 'single', 'days', 'journey', 'horseback', 'raw', 'untamed', 'wilderness', '4', 'million', 'americans', 'union', '13', 'states', 'today', '60', 'times', 'union', '50', 'states', 'weve', 'lighted', 'world', 'inventions', 'aid', 'mankind', 'world'] Speech # 521 [(6, 0.13038114999461667), (12, 0.11921870689055777), (16, 0.039944504163286147), (20, 0.48549795572453391), (24, 0.22455405053270619)] ['speaker', 'president', 'distinguished', 'members', 'congress', 'honored', 'guests', 'fellow', 'citizens', 'report', 'state', 'union', 'im', 'pleased', 'report', 'years', 'united', 'effort', 'american', 'people', 'brought', 'nation', 'renewed', 'stronger', 'freer', 'secure', 'years', 'ago', 'began', 'change', 'forever', 'hope', 'assumptions', 'government', 'place', 'lives', 'change', 'great', 'robust', 'growthin', 'confidence', 'economy', 'role', 'world', 'tonight', 'america', 'stronger', 'values', 'hold', 'dear', 'faith', 'freedom', 'guiding', 'stars', 'show', 'truth', 'make', 'brave', 'give', 'hope', 'leave', 'wiser', 'progress', 'began', 'washington', 'dc', 'hearts', 'families', 'communities', 'workplaces', 'voluntary', 'groups', 'unleashing', 'invincible', 'spirit', 'great', 'nation', 'god', 'years', 'ago', 'invigorate', 'economy', 'giving', 'people', 'greater', 'freedom', 'incentives', 'risks', 'letting', 'earned', 'promised', 'great', 'industrial', 'giant', 'reborn', 'tonight', 'pride', '25', 'straight', 'months'] Speech # 522 [(2, 0.99775700934558609)] ['chancellor', 'kohl', 'honored', 'guests', 'painful', 'walk', 'past', 'remind', 'war', 'consumed', 'european', 'continent', 'makes', 'unforgettably', 'clear', 'rest', 'fully', 'understand', 'enormity', 'feelings', 'carried', 'victims', 'camps', 'survivors', 'carry', 'memory', 'comprehend', 'awful', 'evil', 'started', 'man', 'evil', 'victimized', 'world', 'destruction', 'uniquely', 'destructive', 'millions', 'forced', 'grim', 'abyss', 'camps', 'lie', 'peoplejewswhose', 'death', 'inflicted', 'reason', 'existence', 'pain', 'borne', 'god', 'prayers', 'alongside', 'lay', 'christianscatholics', 'protestants', 'year', 'year', 'man', 'evil', 'destroyed', 'hell', 'yawned', 'awful', 'contents', 'people', 'brought', 'purpose', 'suffer', 'dieto', 'unfed', 'hungry', 'uncared', 'sick', 'tortured', 'whim', 'struck', 'left', 'misery', 'consume', 'misery', 'im', 'share', 'similar', 'thoughts', 'youngsters', 'died', 'dark', 'stalag', 'forevernot', 'feel', 'warmth', 'lifes', 'sunshine', 'promise', 'laughter', 'splendid', 'ache', 'growing', 'consoling'] Speech # 523 [(6, 0.42863634212989526), (20, 0.035160345731438537), (21, 0.18344169384879139), (22, 0.32938106881371909), (24, 0.013234564303084268)] ['speaker', 'president', 'members', 'congress', 'distinguished', 'guests', 'fellow', 'americans', 'great', 'home', 'nancy', 'wonderful', 'homecoming', 'personal', 'nancy', 'outstanding', 'ambassador', 'good', 'didnt', 'speaker', 'senator', 'dole', 'statements', 'support', 'greatly', 'appreciated', 'imagine', 'means', 'dealing', 'soviets', 'congress', 'allies', 'american', 'people', 'firmly', 'guess', 'geneva', 'talks', 'general', 'secretary', 'gorbachev', 'past', 'days', 'past', '2', 'days', 'spent', '15', 'hours', 'meetings', 'general', 'secretary', 'members', 'official', 'party', 'approximately', '5', 'hours', 'talks', 'gorbachev', 'partour', 'fireside', 'summit', 'great', 'deal', 'commentary', 'opinion', 'meetings', 'produced', '3000', 'reporters', 'geneva', '3000', 'opinions', 'happened', 'broadcaster', 'decided', 'file', 'report', 'directly', 'met', 'meet', 'called', 'fresh', 'start', 'made', 'start', 'claim', 'meeting', 'minds', 'fundamentals', 'ideology', 'national', 'purpose', 'understand', 'key', 'peace', 'gained', 'perspective', 'feel'] Speech # 524 [(7, 0.99640449438153034)] ['ladies', 'gentlemen', 'id', 'planned', 'speak', 'tonight', 'report', 'state', 'union', 'events', 'earlier', 'today', 'led', 'change', 'plans', 'today', 'day', 'mourning', 'remembering', 'nancy', 'pained', 'core', 'tragedy', 'shuttle', 'challenger', 'share', 'pain', 'people', 'country', 'national', 'loss', 'nineteen', 'years', 'ago', 'day', 'lost', 'astronauts', 'terrible', 'accident', 'ground', 'weve', 'lost', 'astronaut', 'flight', 'weve', 'tragedy', 'weve', 'forgotten', 'courage', 'crew', 'shuttle', 'challenger', 'aware', 'dangers', 'overcame', 'jobs', 'brilliantly', 'mourn', 'heroes', 'michael', 'smith', 'dick', 'scobee', 'judith', 'resnik', 'ronald', 'mcnair', 'ellison', 'onizuka', 'gregory', 'jarvis', 'christa', 'mcauliffe', 'mourn', 'loss', 'nation', 'families', 'bear', 'full', 'impact', 'tragedy', 'feel', 'loss', 'thinking', 'loved', 'daring', 'brave', 'special', 'grace', 'special', 'spirit', 'give', 'challenge', 'ill', 'meet', 'joy', 'hunger', 'explore', 'universe', 'discover'] Speech # 525 [(6, 0.28588744509508762), (12, 0.13158254446516171), (20, 0.34749527063137781), (24, 0.23451908603298083)] ['speaker', 'president', 'distinguished', 'members', 'congress', 'honored', 'guests', 'fellow', 'citizens', 'allowing', 'delay', 'address', 'evening', 'paused', 'mourn', 'honor', 'valor', 'challenger', 'heroes', 'hope', 'ready', 'forward', 'america', 'reach', 'stars', 'forget', 'brave', 'forward', 'speaker', 'begin', 'prepared', 'remarks', 'point', 'tonight', 'marks', '10th', 'state', 'union', 'message', 'youve', 'presided', 'behalf', 'american', 'people', 'salute', 'service', 'congress', 'country', 'heres', 'applause', 'review', 'progress', 'nation', 'speak', 'unfinished', 'work', 'set', 'sights', 'future', 'pleased', 'report', 'state', 'union', 'stronger', 'year', 'ago', 'growing', 'stronger', 'day', 'tonight', 'rising', 'america', 'firm', 'heart', 'united', 'spirit', 'powerful', 'pride', 'patriotism', 'america', 'move', 'wasnt', 'long', 'ago', 'looked', 'land', 'locked', 'factory', 'gates', 'long', 'gasoline', 'lines', 'intolerable', 'prices', 'interest', 'rates', 'turning', 'greatest', 'country', 'earth'] Speech # 526 [(16, 0.24462383552472314), (18, 0.017484441481544599), (21, 0.7359274372791994)] ['fellow', 'americans', '7', 'oclock', 'evening', 'eastern', 'time', 'air', 'naval', 'forces', 'united', 'states', 'launched', 'series', 'strikes', 'headquarters', 'terrorist', 'facilities', 'military', 'assets', 'support', 'muammar', 'qadhafis', 'subversive', 'activities', 'attacks', 'concentrated', 'carefully', 'targeted', 'minimize', 'casualties', 'libyan', 'people', 'quarrel', 'initial', 'reports', 'forces', 'succeeded', 'mission', 'weeks', 'ago', 'orleans', 'warned', 'colonel', 'qadhafi', 'hold', 'regime', 'accountable', 'terrorist', 'attacks', 'launched', 'american', 'citizens', 'recently', 'made', 'clear', 'respond', 'determined', 'conclusively', 'responsible', 'attacks', 'april', '5th', 'west', 'berlin', 'terrorist', 'bomb', 'exploded', 'nightclub', 'frequented', 'american', 'servicemen', 'sergeant', 'kenneth', 'ford', 'young', 'turkish', 'woman', 'killed', '230', 'wounded', '50', 'american', 'military', 'personnel', 'monstrous', 'brutality', 'latest', 'act', 'colonel', 'qadhafis', 'reign', 'terror', 'evidence', 'conclusive', 'terrorist', 'bombing', 'la', 'belle', 'discotheque'] Speech # 527 [(2, 0.028403547138090308), (6, 0.13120131412197256), (12, 0.50131858459266188), (18, 0.018012794965589499), (20, 0.320372912894893)] ['president', 'good', 'evening', 'talk', 'office', 'west', 'wing', 'white', 'house', 'tonight', 'special', 'talk', 'ive', 'asked', 'special', 'join', 'nancy', 'west', 'hall', 'white', 'house', 'rooms', 'live', 'home', 'youve', 'provided', 'temporary', 'custody', 'nancys', 'joining', 'message', 'evening', 'message', 'speak', 'simply', 'fellow', 'citizens', 'fellow', 'parents', 'grandparents', 'concerned', 'neighbors', 'backtoschool', 'time', 'americas', 'children', 'drug', 'alcohol', 'abuse', 'cuts', 'generations', 'damaging', 'young', 'people', 'future', 'depends', 'tonight', 'family', 'home', 'joining', 'america', 'accomplished', 'years', 'rebuilding', 'economy', 'serving', 'freedom', 'world', 'weve', 'achieve', 'helpwith', 'working', 'nation', 'united', 'support', 'drugs', 'menacing', 'society', 'theyre', 'threatening', 'values', 'undercutting', 'institutions', 'theyre', 'killing', 'children', 'beginning', 'administration', 'weve', 'strong', 'steps', 'horror', 'tonight', 'report', 'weve', 'made', 'progress', 'thirtyseven', 'federal', 'agencies'] Speech # 528 [(6, 0.010349176336968682), (22, 0.98891599938179375)] ['good', 'evening', 'ive', 'returned', 'meetings', 'iceland', 'leader', 'soviet', 'union', 'general', 'secretary', 'gorbachev', 'year', 'returned', 'summit', 'conference', 'geneva', 'moments', 'tonight', 'share', 'place', 'discussions', 'implications', 'talks', 'enormous', 'beginning', 'understood', 'proposed', 'sweeping', 'generous', 'arms', 'control', 'proposal', 'history', 'offered', 'complete', 'elimination', 'ballistic', 'missilessoviet', 'americanfrom', 'face', 'earth', '1996', 'parted', 'company', 'american', 'offer', 'table', 'closer', 'agreements', 'lead', 'safer', 'world', 'nuclear', 'weapons', 'start', 'meetings', 'gorbachev', 'regarded', 'american', 'people', 'full', 'participants', 'support', 'talks', 'held', 'ultimate', 'aims', 'american', 'foreign', 'policyworld', 'peace', 'freedombe', 'pursued', 'aims', 'extra', 'mile', 'iceland', 'report', 'talks', 'set', 'stage', 'explaining', 'things', 'part', 'talks', 'treaty', 'defense', 'nuclear', 'missiles', 'develop', 'youve', 'heard', 'titles', 'thousand', 'timesthe', 'abm', 'treaty', 'sdi', 'letters'] Speech # 529 [(12, 0.58528071891930045), (20, 0.41324728108052899)] ['seated', 'white', 'house', 'moment', 'ill', 'sitting', 'desk', 'taking', 'pen', 'signing', 'sweeping', 'overhaul', 'tax', 'code', 'nations', 'history', 'today', 'whove', 'worked', 'long', 'hard', 'day', 'nation', 'journeys', 'long', 'wed', 'make', 'end', 'usual', 'pessimists', 'left', 'thing', 'calculations', 'american', 'people', 'havent', 'made', 'freest', 'country', 'mightiest', 'economic', 'force', 'planet', 'shrinking', 'challenges', 'gave', '3', 'years', 'commitment', 'hard', 'work', 'headline', 'washington', 'post', 'told', 'story', 'impossible', 'inevitable', 'dream', 'americas', 'fairshare', 'tax', 'plan', 'reality', 'sign', 'bill', 'law', 'america', 'lowest', 'marginal', 'tax', 'rates', 'modern', 'tax', 'code', 'major', 'industrialized', 'nations', 'encourages', 'risktaking', 'innovation', 'american', 'spirit', 'enterprise', 'refueling', 'american', 'growth', 'economy', 'kind', 'incentives', 'helped', 'create', 'record', 'businesses', '117', 'million', 'jobs', '46', 'months', 'fair'] Speech # 530 [(6, 0.54942489257439842), (12, 0.055882791806710519), (20, 0.35889015994380546), (24, 0.023592651556842051)] ['speaker', 'president', 'distinguished', 'members', 'congress', 'honored', 'guests', 'fellow', 'citizens', 'congratulate', 'members', 'historic', '100th', 'congress', 'united', 'states', 'america', '200th', 'anniversary', 'year', 'constitution', 'stand', 'shoulders', 'giantsmen', 'words', 'deeds', 'put', 'wind', 'sails', 'freedom', 'remember', 'constitution', 'celebrated', 'youngyoung', 'energy', 'spirit', 'promise', 'filled', 'eventful', 'day', 'philadelphias', 'statehouse', 'guided', 'tonight', 'acts', 'guided', 'forever', 'words', 'forgive', 'resist', 'sharing', 'story', 'historic', 'days', 'philadelphia', 'bursting', 'civic', 'pride', 'spring', '1787', 'newspapers', 'began', 'embellishing', 'arrival', 'convention', 'delegates', 'elaborate', 'social', 'classifications', 'governors', 'states', 'called', 'excellency', 'justices', 'chancellors', 'reserved', 'honorable', 'capital', 'congressmen', 'honorable', 'small', 'referred', 'respectable', 'characters', '100th', 'congress', 'invoke', 'special', 'executive', 'powers', 'declare', 'titled', 'honorable', 'capital', 'incidentally', 'im', 'delighted', 'celebrating', '100th', 'birthday'] Speech # 531 [(7, 0.96841425206755671), (20, 0.030413773410004716)] ['fellow', 'americans', 'ive', 'spoken', 'historic', 'office', 'occasions', 'things', 'power', 'presidency', 'thought', 'reside', 'oval', 'office', 'doesnt', 'rest', 'rests', 'american', 'people', 'trust', 'trust', 'president', 'powers', 'leadership', 'personal', 'strength', 'talk', 'evening', 'past', 'months', 'ive', 'silent', 'revelations', 'iran', 'thinking', 'doesnt', 'whats', 'happening', 'doesnt', 'speak', 'past', 'weve', 'faced', 'troubles', 'tragedies', 'guess', 'thinking', 'whats', 'hiding', 'white', 'house', 'reason', 'havent', 'spoken', 'deserve', 'truth', 'frustrating', 'waiting', 'felt', 'improper', 'sketchy', 'reports', 'possibly', 'erroneous', 'statements', 'corrected', 'creating', 'doubt', 'confusion', 'ive', 'paid', 'price', 'silence', 'terms', 'trust', 'confidence', 'ive', 'wait', 'complete', 'story', 'appointed', 'ambassador', 'david', 'abshire', 'special', 'counsellor', 'thousands', 'documents', 'investigations', 'appointed', 'special', 'review', 'board', 'tower', 'board', 'chore', 'pulling', 'truth', 'bottom', 'things'] Speech # 532 [(22, 0.99418549793645861)] ['chancellor', 'kohl', 'governing', 'mayor', 'diepgen', 'ladies', 'gentlemen', 'twentyfour', 'years', 'ago', 'president', 'john', 'kennedy', 'visited', 'berlin', 'speaking', 'people', 'city', 'world', 'city', 'hall', 'presidents', 'turn', 'berlin', 'today', 'make', 'visit', 'city', 'berlin', 'american', 'presidents', 'duty', 'speak', 'place', 'freedom', 'confess', 'drawn', 'things', 'feeling', 'history', 'city', '500', 'years', 'older', 'nation', 'beauty', 'grunewald', 'tiergarten', 'courage', 'determination', 'composer', 'paul', 'lincke', 'understood', 'american', 'presidents', 'presidents', 'today', 'ich', 'hab', 'noch', 'einen', 'koffer', 'berlin', 'suitcase', 'berlin', 'gathering', 'today', 'broadcast', 'western', 'europe', 'north', 'america', 'understand', 'heard', 'east', 'listening', 'eastern', 'europe', 'extend', 'warmest', 'good', 'american', 'people', 'listening', 'east', 'berlin', 'special', 'word', 'address', 'remarks', 'surely', 'standing', 'join', 'join', 'fellow', 'countrymen', 'west', 'firm', 'unalterable'] Speech # 533 [(8, 0.61805364422455467), (22, 0.37966912805000758)] ['president', 'white', 'house', 'ceremony', 'treaty', 'signing', 'today', 'excellent', 'examples', 'rewards', 'patience', '6', 'years', 'ago', 'november', '18', '1981', 'proposed', 'called', 'option', 'simple', 'proposalone', 'disarmingly', 'simple', 'unlike', 'treaties', 'past', 'didnt', 'simply', 'codify', 'status', 'quo', 'arms', 'buildup', 'didnt', 'simply', 'talk', 'controlling', 'arms', 'race', 'time', 'history', 'language', 'arms', 'control', 'replaced', 'arms', 'reductionin', 'case', 'complete', 'elimination', 'entire', 'class', 'soviet', 'nuclear', 'missiles', 'required', 'dramatic', 'shift', 'thinking', 'conventional', 'wisdom', 'time', 'catch', 'reaction', 'mixed', 'option', 'impossibly', 'visionary', 'unrealistic', 'propaganda', 'ploy', 'patience', 'determination', 'commitment', 'weve', 'made', 'impossible', 'vision', 'reality', 'general', 'secretary', 'gorbachev', 'im', 'youre', 'familiar', 'ivan', 'krylovs', 'famous', 'tale', 'swan', 'crawfish', 'pike', 'time', 'move', 'wagonload', 'hitched', 'harnessed', 'wagon', 'wasnt'] Speech # 534 [(22, 0.99914438502663949)] ['good', 'evening', 'speaking', 'general', 'secretary', 'gorbachev', 'leaving', 'return', 'trip', 'soviet', 'union', 'departure', 'marks', 'end', 'historic', 'days', 'washington', 'gorbachev', 'continued', 'build', 'foundation', 'relations', 'governments', 'peoples', 'days', 'steponly', 'step', 'critical', 'onetoward', 'building', 'durable', 'peace', 'step', 'important', 'world', 'war', 'ii', 'slow', 'arms', 'buildup', 'im', 'referring', 'treaty', 'signed', 'tuesday', 'afternoon', 'east', 'room', 'white', 'house', 'treaty', 'represents', 'landmark', 'postwar', 'history', 'arms', 'control', 'arms', 'reduction', 'agreement', 'unlike', 'treaties', 'past', 'agreement', 'simply', 'establish', 'ceilings', 'weapons', 'reduces', 'number', 'weapons', 'fact', 'altogether', 'abolishes', 'entire', 'class', 'soviet', 'nuclear', 'missiles', 'verification', 'measures', 'treaty', 'farreaching', 'implications', 'onsite', 'inspections', 'shortnotice', 'inspections', 'permitted', 'soviet', 'union', 'firsttime', 'event', 'breakthrough', 'treaty', 'lessen', 'threat', 'war', 'speed', 'process'] Speech # 535 [(6, 0.22495033361998276), (20, 0.36389336642915554), (22, 0.03236689826271396), (24, 0.37840087254840982)] ['speaker', 'president', 'distinguished', 'members', 'house', 'senate', 'met', 'years', 'agomany', 'timeit', 'hope', 'beginning', 'america', 'meet', 'tonight', 'historic', 'chamber', 'continue', 'work', 'expects', 'proud', 'recitation', 'accomplishments', 'administration', 'lets', 'leave', 'history', 'finished', 'message', 'tonight', 'put', 'work', 'shoes', 'job', 'history', 'records', 'power', 'ideas', 'brought', '7', 'years', 'agoideas', 'individuals', 'reach', 'high', 'talents', 'permit', 'free', 'market', 'engine', 'economic', 'progress', 'ancient', 'chinese', 'philosopher', 'laotzu', 'govern', 'great', 'nation', 'cook', 'small', 'fish', 'overdo', 'ideas', 'part', 'larger', 'notion', 'vision', 'america', 'herselfan', 'america', 'rich', 'opportunity', 'individual', 'america', 'strong', 'families', 'vibrant', 'neighborhoods', 'america', 'divergent', 'harmonizing', 'communities', 'reflection', 'deeper', 'community', 'values', 'work', 'family', 'religion', 'love', 'freedom', 'god', 'places', 'defense', 'entrusted', 'special', 'nation', 'made', 'idea'] Speech # 536 [(6, 0.87757767136632436), (8, 0.017501820244832912), (19, 0.023432172141828047), (20, 0.062240217061464861), (22, 0.018885800344921141)] ['president', 'reagan', 'rector', 'logunov', 'warm', 'great', 'pleasure', 'moscow', 'state', 'university', 'turning', 'busy', 'week', 'studying', 'taking', 'final', 'examinations', 'zhelayu', 'yam', 'uspekha', 'success', 'nancy', 'couldnt', 'make', 'today', 'shes', 'visiting', 'leningrad', 'tells', 'beautiful', 'city', 'wishes', 'good', 'luck', 'great', 'pleasure', 'opportunity', 'speak', 'directly', 'people', 'soviet', 'union', 'left', 'washington', 'received', 'heartfelt', 'letters', 'telegrams', 'carry', 'simple', 'message', 'important', 'business', 'summit', 'message', 'peace', 'good', 'hope', 'growing', 'friendship', 'closeness', 'peoples', 'ive', 'moscow', 'meet', 'distinguished', 'graduates', 'fourth', 'summit', 'general', 'secretary', 'gorbachev', 'spent', 'hours', 'feel', 'discussions', 'focused', 'primarily', 'important', 'issues', 'day', 'issues', 'touch', 'moments', 'time', 'talk', 'group', 'university', 'students', 'united', 'states', 'talk', 'realities', 'today', 'possibilities', 'tomorrow', 'standing', 'mural', 'revolution', 'talk'] Speech # 537 [(6, 0.52412371335894736), (12, 0.039151339733115867), (19, 0.027491169722204702), (20, 0.40857982377748009)] ['madam', 'chairman', 'delegates', 'convention', 'fellow', 'citizens', 'warm', 'generous', 'nancy', 'enjoying', 'finest', 'southern', 'hospitality', 'arrived', 'yesterday', 'reception', 'big', 'easy', 'bigger', 'tonight', 'due', 'respect', 'cajun', 'cuisine', 'cooking', 'orleans', 'jazz', 'hotter', 'spirit', 'delegates', 'hall', 'victory', 'celebration', 'november', '8th', 'spirit', 'forgiven', 'give', 'pat', 'back', 'made', 'republican', 'proud', 'word', 'america', 'proud', 'nation', 'nancy', 'honored', 'guests', 'tonight', 'share', 'special', 'time', 'invoke', 'executive', 'privilege', 'talk', 'moment', 'special', 'lady', 'selfless', 'party', 'entire', 'nation', 'strong', 'courageous', 'compassionate', 'woman', 'shes', 'united', 'states', 'abroad', 'young', 'comforting', 'grieving', 'supporting', 'youngsters', 'fighting', 'scourge', 'drugs', 'makes', 'proud', 'ive', 'proud', 'long', 'time', '8', 'years', 'tribute', 'nancy', 'today', 'warmed', 'heart', 'deserves', 'tribute', 'deeply', 'grateful', 'people', 'president'] Speech # 538 [(6, 0.14020344170586399), (19, 0.5946204455496964), (20, 0.26463054547841036)] ['friends', 'tonight', 'voters', 'supported', 'gallant', 'men', 'entered', 'contest', 'presidency', 'year', 'honored', 'support', 'kind', 'stirring', 'words', 'governor', 'tom', 'kean', 'jersey', 'senator', 'phil', 'gramm', 'texas', 'president', 'gerald', 'ford', 'friend', 'president', 'ronald', 'reagan', 'accept', 'nomination', 'president', 'run', 'hard', 'fight', 'hard', 'stand', 'issues', 'win', 'lot', 'great', 'stories', 'politics', 'underdog', 'winning', 'win', 'senator', 'dan', 'quayle', 'indiana', 'young', 'leader', 'forceful', 'voice', 'preparing', 'americas', 'workers', 'labor', 'force', 'future', 'born', 'middle', 'century', 'middle', 'america', 'holding', 'promise', 'future', 'im', 'proud', 'dan', 'quayle', 'side', 'asked', 'campaign', 'begin', 'hall', 'america', 'tonight', 'night', 'half', 'years', 'helped', 'president', 'conduct', 'difficult', 'job', 'earth', 'ronald', 'reagan', 'asked', 'received', 'candor', 'asked', 'receive', 'loyalty', 'presidents', 'speech', 'week'] Speech # 539 [(14, 0.03594124840184771), (19, 0.052657100379798573), (20, 0.91100685534571935)] ['jim', 'lehrer', 'good', 'evening', 'behalf', 'commission', 'presidential', 'debates', 'pleased', 'presidential', 'debate', '1988', 'campaign', 'im', 'jim', 'lehrer', 'macneillehrer', 'news', 'hour', 'colleagues', 'panel', 'john', 'mashek', 'atlanta', 'journalconstitution', 'ann', 'groer', 'orlando', 'sentinel', 'peter', 'jennings', 'abc', 'news', '90', 'minutes', 'questioning', 'candidates', 'president', 'united', 'states', 'format', 'designed', 'agreed', 'representatives', 'candidates', 'candidates', 'vice', 'president', 'george', 'bush', 'republican', 'nominee', 'governor', 'michael', 'dukakis', 'democratic', 'nominee', 'lehrer', 'questions', 'evening', 'equally', 'divided', 'foreign', 'domestic', 'policy', 'matters', 'question', 'agreement', 'candidates', 'vice', 'president', 'bush', 'domestic', 'question', 'minutes', 'answer', 'sir', 'polls', 'number', 'domestic', 'issue', 'majority', 'voters', 'drugs', 'times', 'drives', 'draws', 'americans', 'drugs', 'bush', 'weve', 'deterioration', 'values', 'nation', 'condoned', 'things', 'condemned', 'recall', 'talk', 'legalizing'] Speech # 540 [(6, 0.9224911312774704), (22, 0.077072849765128515)] ['president', 'general', 'secretary', 'distinguished', 'delegates', 'half', 'world', 'place', 'peace', 'firing', 'killing', 'bloodshed', 'merciless', 'conflicts', 'time', 'recent', 'memory', 'diminished', 'adding', 'terrible', 'names', 'roll', 'call', 'human', 'horrornames', 'halabja', 'maidan', 'shahr', 'spin', 'buldakthere', 'today', 'hope', 'peace', 'persian', 'gulf', 'afghanistan', 'highlands', 'coastal', 'cities', 'southern', 'africaplaces', 'civil', 'war', 'places', 'occupation', 'foreign', 'troopstalk', 'peace', 'heard', 'peace', 'tortured', 'nation', 'angola', 'sixtyfive', 'hundred', 'miles', 'east', 'southeast', 'asian', 'country', 'cambodia', 'hope', 'settlementthe', 'removal', 'vietnams', 'occupying', 'forces', 'finally', 'hemisphere', '12', 'years', 'ago', 'onethird', 'people', 'latin', 'america', 'lived', 'democratic', 'rule', '90', 'percent', 'today', 'central', 'america', 'nations', 'el', 'salvador', 'threatened', 'anarchy', 'death', 'squad', 'specter', 'totalitarian', 'rule', 'hope', 'selfgovernment', 'prospect', 'economic', 'growth', 'change'] Speech # 541 [(6, 0.29136478188215414), (8, 0.48263211696994551), (19, 0.21611546069728624)] ['seated', 'live', 'today', 'remember', 'freedom', 'remember', 'today', 'gave', 'life', 'freedom', 'today', 'honor', 'dead', 'conduct', 'ceremonies', 'lay', 'wreaths', 'speak', 'words', 'tribute', 'memories', 'hearts', 'hold', 'close', 'families', 'knew', 'looked', 'fully', 'belong', 'god', 'selflessly', 'made', 'final', 'eternal', 'act', 'devotion', 'forget', 'forget', 'time', 'aspire', 'giving', 'unselfish', 'epitome', 'human', 'loveto', 'lay', 'life', 'live', 'lives', 'final', 'moments', 'minds', 'eye', 'young', 'americans', 'european', 'forest', 'asian', 'island', 'sea', 'aerial', 'combat', 'life', 'expired', 'thoughts', 'love', 'thought', 'love', 'devotion', 'faith', 'certainty', 'died', 'worthy', 'sacrificefaith', 'god', 'nation', 'pledged', 'work', 'dream', 'human', 'freedom', 'nation', 'today', 'pledges', 'eternal', 'memory', 'god', 'bless'] Speech # 542 [(3, 0.029744072087032059), (6, 0.3345307453898872), (21, 0.58511855400377188), (22, 0.043306414132073326)] ['warm', 'governor', 'baliles', 'congressman', 'slaughter', 'special', 'senator', 'warner', 'president', 'oneil', 'suggesting', 'invitation', 'president', 'privileges', 'checked', 'president', 'oneil', 'im', 'delighted', 'announce', 'starting', 'monday', 'night', '4', 'weeks', 'uva', 'surrounded', 'memories', 'thomas', 'jefferson', 'staff', 'mentioned', 'thomas', 'jeffersons', 'favorite', 'recreation', 'horseback', 'riding', 'wise', 'man', 'laughter', 'member', 'staff', 'thomas', 'jefferson', 'thought', 'white', 'house', 'noble', 'edifice', 'man', 'refined', 'taste', 'laughter', 'staff', 'member', 'noted', 'retiring', 'president', 'thomas', 'jefferson', 'seventies', 'didnt', 'sit', 'back', 'rest', 'founded', 'university', 'virginia', 'overachiever', 'makes', 'hard', 'rest', 'speaker', 'grounds', 'lawn', 'appreciating', 'symmetry', 'architecture', 'mind', 'created', 'man', 'mind', 'belonged', 'jefferson', 'familiarity', 'term', 'justified', 'influence', 'uva', 'fortunate', 'physical', 'reminders', 'power', 'founders', 'intellect', 'imagination', 'remembered', 'higher', 'education'] Speech # 543 [(6, 0.18992004011508898), (12, 0.34176955645627982), (19, 0.099109310955203159), (20, 0.26541286768284728), (21, 0.091297926234995372), (22, 0.011889032732719268)] ['34th', 'time', 'ill', 'speak', 'oval', 'office', 'weve', 'years', 'itll', 'time', 'wanted', 'share', 'thoughts', 'ive', 'saving', 'long', 'time', 'honor', 'life', 'president', 'written', 'past', 'weeks', 'nancy', 'grateful', 'opportunity', 'gave', 'serve', 'things', 'presidency', 'youre', 'spent', 'lot', 'time', 'fast', 'car', 'driving', 'people', 'tinted', 'glassthe', 'parents', 'holding', 'child', 'wave', 'late', 'couldnt', 'return', 'times', 'wanted', 'stop', 'reach', 'glass', 'connect', 'tonight', 'people', 'feel', 'leaving', 'fact', 'parting', 'sweet', 'sorrow', 'sweet', 'part', 'california', 'ranch', 'freedom', 'sorrowthe', 'goodbyes', 'leaving', 'beautiful', 'place', 'hall', 'stairs', 'office', 'part', 'white', 'house', 'president', 'family', 'live', 'favorite', 'windows', 'stand', 'early', 'morning', 'view', 'grounds', 'washington', 'monument', 'mall', 'jefferson', 'memorial', 'mornings', 'humidity', 'low', 'past', 'jefferson', 'river', 'potomac', 'virginia'] Speech # 544 [(6, 0.4287634137253164), (12, 0.012203612157952366), (19, 0.49708823710618205), (20, 0.053970440566984586)] ['chief', 'justice', 'president', 'vice', 'president', 'quayle', 'senator', 'mitchell', 'speaker', 'wright', 'senator', 'dole', 'congressman', 'michel', 'fellow', 'citizens', 'neighbors', 'friends', 'man', 'earned', 'lasting', 'place', 'hearts', 'history', 'president', 'reagan', 'behalf', 'nation', 'wonderful', 'things', 'america', 'ive', 'repeated', 'word', 'word', 'oath', 'george', 'washington', '200', 'years', 'ago', 'bible', 'hand', 'bible', 'memory', 'washington', 'today', 'bicentennial', 'inauguration', 'washington', 'remains', 'father', 'country', 'gladdened', 'day', 'today', 'concrete', 'expression', 'stunning', 'fact', 'continuity', '200', 'years', 'government', 'began', 'meet', 'democracys', 'front', 'porch', 'good', 'place', 'talk', 'neighbors', 'friends', 'day', 'nation', 'made', 'differences', 'moment', 'suspended', 'act', 'president', 'prayer', 'bow', 'heads', 'heavenly', 'father', 'bow', 'heads', 'love', 'accept', 'peace', 'yields', 'day', 'shared', 'faith', 'makes', 'continuance', 'make', 'strong'] Speech # 545 [(6, 0.1354351160827473), (12, 0.37837581464402453), (20, 0.47974121271832759)] ['speaker', 'president', 'distinguished', 'members', 'house', 'senate', 'honored', 'guests', 'fellow', 'citizens', '3', 'weeks', 'ago', 'joined', 'west', 'front', 'building', 'monuments', 'proud', 'past', 'offered', 'hand', 'filling', 'page', 'american', 'history', 'story', 'extended', 'prosperity', 'continued', 'peace', 'tonight', 'im', 'back', 'offer', 'plans', 'hand', 'remains', 'extended', 'sleeves', 'rolled', 'america', 'waiting', 'produce', 'build', 'america', 'comforting', 'return', 'historic', 'chamber', '22', 'years', 'ago', 'raised', 'hand', 'sworn', 'public', 'life', 'tonight', 'feel', 'im', 'returning', 'home', 'friends', 'intend', 'months', 'years', 'give', 'friends', 'deserve', 'frankness', 'respect', 'judgment', 'ways', 'improve', 'americas', 'future', 'return', 'honest', 'commitment', 'common', 'mission', 'progress', 'seize', 'opportunities', 'road', 'therell', 'praise', 'people', 'didnt', 'send', 'bicker', 'time', 'govern', 'presidents', 'chamber', 'times', 'great', 'crisis', 'war'] Speech # 546 [(3, 0.028345242363451456), (6, 0.58937141345725874), (20, 0.2367808126951095), (22, 0.14472040857905022)] ['governor', 'good', 'luck', 'good', 'luck', 'ladies', 'gentlemen', 'chairman', 'mckenzie', 'dr', 'adkisson', 'dr', 'mobley', 'singing', 'cadets', 'special', 'treat', 'secretary', 'commerce', 'bob', 'mosbacher', 'im', 'delighted', 'hes', 'today', 'pay', 'special', 'respects', 'governor', 'bill', 'clements', 'congressman', 'district', 'joe', 'barton', 'senator', 'phil', 'gramm', 'taught', 'economics', 'congress', 'hard', 'humble', 'neverthelesslaughterthe', 'point', 'guys', 'telling', 'truth', 'grateful', 'day', 'leadership', 'washington', 'joe', 'barton', 'weve', 'good', 'combinationphil', 'gramm', 'senate', 'today', 'joe', 'barton', 'united', 'states', 'congressa', 'wonderful', 'combination', 'aggie', 'values', 'forefront', 'brought', 'today', 'aggie', 'brought', 'marvelous', 'ceremony', 'mentioned', 'congressman', 'barton', 'pilot', 'air', 'force', 'lieutenant', 'colonel', 'dan', 'barr', 'stand', 'aggie', 'suited', 'met', 'daytoday', 'inside', 'aggie', 'fred', 'mcclure', 'work', 'minute', 'day', 'matters', 'affecting'] Speech # 547 [(6, 0.43713831117976376), (14, 0.54743832351877797), (20, 0.013082939769251452)] ['fellow', 'citizens', 'night', 'ordered', 'military', 'forces', 'panama', 'president', 'takes', 'action', 'lightly', 'morning', '2', 'years', 'united', 'states', 'nations', 'latin', 'america', 'caribbean', 'worked', 'resolve', 'crisis', 'panama', 'goals', 'united', 'states', 'safeguard', 'lives', 'americans', 'defend', 'democracy', 'panama', 'combat', 'drug', 'trafficking', 'protect', 'integrity', 'panama', 'canal', 'treaty', 'attempts', 'made', 'resolve', 'crisis', 'diplomacy', 'negotiations', 'rejected', 'dictator', 'panama', 'general', 'manuel', 'noriega', 'indicted', 'drug', 'trafficker', 'friday', 'noriega', 'declared', 'military', 'dictatorship', 'state', 'war', 'united', 'states', 'publicly', 'threatened', 'lives', 'americans', 'panama', 'day', 'forces', 'command', 'shot', 'killed', 'unarmed', 'american', 'serviceman', 'wounded', 'arrested', 'brutally', 'beat', 'american', 'serviceman', 'brutally', 'interrogated', 'wife', 'threatening', 'sexual', 'abuse', 'general', 'noriegas', 'reckless', 'threats', 'attacks', 'americans', 'panama', 'created', 'imminent', 'danger'] Speech # 548 [(6, 0.29089693127146249), (12, 0.014270500448937233), (16, 0.042277776708965702), (20, 0.65202280930330847)] ['president', 'speaker', 'members', 'united', 'states', 'congress', 'return', 'president', 'senate', 'member', 'great', 'house', 'president', 'privilege', 'report', 'state', 'union', 'tonight', 'speak', 'state', 'government', 'detail', 'initiative', 'plan', 'coming', 'year', 'describe', 'line', 'budget', 'im', 'speak', 'american', 'people', 'state', 'union', 'worldthe', 'weve', 'challenges', 'faceand', 'means', 'america', 'singular', 'moments', 'history', 'dates', 'divide', 'chamber', 'lived', 'lives', 'world', 'fundamental', 'features', 'defined', '1945', 'events', 'year', 'decreed', 'shape', 'nations', 'pace', 'progress', 'freedom', 'oppression', 'millions', 'people', 'world', 'nineteen', 'fortyfive', 'provided', 'common', 'frame', 'reference', 'compass', 'points', 'postwar', 'era', 'weve', 'relied', 'understand', 'world', 'events', 'year', 'ended', 'revolution', '89', 'chain', 'reaction', 'striking', 'marks', 'beginning', 'era', 'worlds', 'affairs', 'backthink', 'back', '12', 'short', 'months', 'ago', 'world'] Speech # 549 [(6, 0.033958821726128921), (8, 0.68044931036455902), (20, 0.2843797466970362)] ['evan', 'splendid', 'scene', 'hope', 'spread', 'south', 'lawn', 'white', 'house', 'salute', 'members', 'united', 'states', 'congress', 'house', 'senate', 'todayactive', 'participants', 'making', 'day', 'true', 'incredible', 'dayespecially', 'thousands', 'people', 'nation', 'time', 'vision', 'courage', 'act', 'reality', 'started', 'put', 'list', 'people', 'mentioned', 'today', 'list', 'started', 'longer', 'senate', 'testimony', 'bill', 'decided', 'give', 'wed', 'sunset', 'deserve', 'credit', 'single', 'tiny', 'handful', 'guided', 'personally', 'years', 'friends', 'evan', 'kemp', 'justin', 'dart', 'platform', 'coursei', 'hope', 'youll', 'forgive', 'special', 'word', 'white', 'house', 'personal', 'offend', 'omittedtwo', 'white', 'house', 'boyden', 'gray', 'bill', 'roper', 'labored', 'long', 'hard', 'sandy', 'parrino', 'leadership', 'againit', 'risky', 'members', 'congress', 'worked', 'hard', 'personal', 'basis', 'bob', 'dole', 'inspired', 'immensely', 'important', 'day', 'day', 'belongs'] Speech # 550 [(6, 0.78460753680133621), (14, 0.11388763647738902), (16, 0.091061800104912438)] ['life', 'nation', 'called', 'define', 'choices', 'easy', 'today', 'president', 'support', 'decision', 'ive', 'made', 'stand', 'whats', 'condemn', 'whats', 'wrong', 'peace', 'direction', 'elements', '82d', 'airborne', 'division', 'key', 'units', 'united', 'states', 'air', 'force', 'arriving', 'today', 'defensive', 'positions', 'saudi', 'arabia', 'action', 'assist', 'saudi', 'arabian', 'government', 'defense', 'homeland', 'commits', 'americas', 'armed', 'forces', 'dangerous', 'mission', 'lightly', 'unparalleled', 'international', 'consultation', 'exhausting', 'alternative', 'action', 'week', 'ago', 'early', 'morning', 'hours', 'august', '2d', 'iraqi', 'armed', 'forces', 'provocation', 'warning', 'invaded', 'peaceful', 'kuwait', 'facing', 'negligible', 'resistance', 'smaller', 'neighbor', 'iraqs', 'tanks', 'stormed', 'blitzkrieg', 'fashion', 'kuwait', 'short', 'hours', '100000', 'troops', 'tanks', 'artillery', 'surfacetosurface', 'missiles', 'iraq', 'occupies', 'kuwait', 'aggression', 'hours', 'saddam', 'hussein', 'specifically', 'assured', 'numerous', 'countries'] Speech # 551 [(6, 0.57779335984870239), (12, 0.12272394806817823), (14, 0.067869860805180288), (16, 0.064779594681453515), (20, 0.078732430251698154), (24, 0.087586597955014528)] ['president', 'speaker', 'members', 'united', 'states', 'congress', 'distinguished', 'guests', 'fellow', 'americans', 'warm', 'gather', 'tonight', 'witness', 'events', 'persian', 'gulf', 'significant', 'tragic', 'early', 'morning', 'hours', 'august', '2d', 'negotiations', 'promises', 'iraqs', 'dictator', 'saddam', 'hussein', 'force', 'powerful', 'iraqi', 'army', 'invaded', 'trusting', 'weaker', 'neighbor', 'kuwait', '3', 'days', '120000', 'iraqi', 'troops', '850', 'tanks', 'poured', 'kuwait', 'moved', 'south', 'threaten', 'saudi', 'arabia', 'decided', 'act', 'check', 'aggression', 'moment', 'brave', 'servicemen', 'women', 'stand', 'watch', 'distant', 'desert', 'distant', 'seas', 'side', 'side', 'forces', '20', 'nations', 'finest', 'men', 'women', 'united', 'states', 'america', 'theyre', 'terrific', 'job', 'valiant', 'americans', 'ready', 'moments', 'notice', 'leave', 'spouses', 'children', 'serve', 'front', 'line', 'halfway', 'world', 'remind', 'america', 'strong', 'circumstances', 'gulf', 'morale'] Speech # 552 [(6, 0.98990259906539801)] ['president', 'secretarygeneral', 'distinguished', 'delegates', 'united', 'nations', 'great', 'privilege', 'greet', 'today', 'begin', 'marks', 'historic', 'session', 'general', 'assembly', 'congratulations', 'honorable', 'guido', 'de', 'marco', 'election', 'sir', 'president', 'general', 'assembly', 'personal', 'note', 'witnessed', 'unprecedented', 'unity', 'cooperation', 'past', '2', 'months', 'prouder', 'served', 'ranks', 'prouder', 'united', 'states', 'host', 'country', 'united', 'nations', 'fortyfive', 'years', 'ago', 'fires', 'epic', 'war', 'raged', 'oceans', 'continents', 'small', 'group', 'men', 'women', 'began', 'search', 'hope', 'amid', 'ruins', 'gathered', 'san', 'francisco', 'stepping', 'back', 'haze', 'horror', 'shape', 'structure', 'support', 'ancient', 'dream', 'intensely', 'idealistic', 'tempered', 'war', 'sought', 'build', 'kind', 'bridge', 'bridge', 'nations', 'bridge', 'carry', 'humankind', 'darkest', 'hour', 'brightest', 'day', 'founding', 'united', 'nations', 'embodied', 'deepest', 'hopes', 'peaceful', 'world'] Speech # 553 [(6, 0.086811517312773478), (12, 0.22311762542340435), (20, 0.68801478249720427)] ['tonight', 'talk', 'problem', 'lingered', 'dogged', 'vexed', 'country', 'long', 'federal', 'budget', 'deficit', 'thomas', 'paine', 'years', 'ago', 'times', 'mens', 'souls', 'speak', 'nation', 'standing', 'saddam', 'husseins', 'aggression', 'home', 'threat', 'cancer', 'gnawing', 'nations', 'health', 'cancer', 'budget', 'deficit', 'year', 'year', 'mortgages', 'future', 'children', 'family', 'nation', 'continue', 'business', 'federal', 'government', 'operating', 'survive', 'bill', 'bill', 'paid', 'write', 'check', 'youre', 'supposed', 'money', 'bank', 'obey', 'simple', 'rules', 'common', 'sense', 'price', 'pay', 'long', 'nations', 'business', 'washington', 'conducted', 'basic', 'rules', 'apply', 'rules', 'apply', 'fail', 'act', 'year', 'face', 'federal', 'budget', 'deficit', '300', 'billion', 'deficit', 'weaken', 'economy', 'cost', 'thousands', 'precious', 'jobs', 'hard', 'doesnt', 'fact', 'started', 'act', 'week', 'congress', 'hold', 'crucial', 'upordown', 'votes', 'votes'] Speech # 554 [(6, 0.86213638166477113), (16, 0.13651266385633251)] ['2', 'hours', 'ago', 'allied', 'air', 'forces', 'began', 'attack', 'military', 'targets', 'iraq', 'kuwait', 'attacks', 'continue', 'speak', 'ground', 'forces', 'engaged', 'conflict', 'started', 'august', '2d', 'dictator', 'iraq', 'invaded', 'small', 'helpless', 'neighbor', 'kuwaita', 'member', 'arab', 'league', 'member', 'united', 'nationswas', 'crushed', 'people', 'brutalized', 'months', 'ago', 'saddam', 'hussein', 'started', 'cruel', 'war', 'kuwait', 'tonight', 'battle', 'joined', 'military', 'action', 'accord', 'united', 'nations', 'resolutions', 'consent', 'united', 'states', 'congress', 'months', 'constant', 'virtually', 'endless', 'diplomatic', 'activity', 'part', 'united', 'nations', 'united', 'states', 'countries', 'arab', 'leaders', 'sought', 'arab', 'solution', 'conclude', 'saddam', 'hussein', 'unwilling', 'leave', 'kuwait', 'traveled', 'baghdad', 'variety', 'efforts', 'restore', 'peace', 'justice', 'secretary', 'state', 'james', 'baker', 'held', 'historic', 'meeting', 'geneva', 'totally', 'rebuffed', 'past'] Speech # 555 [(6, 0.68572244754009615), (12, 0.010236381570004262), (16, 0.020413543049935149), (20, 0.28313467009342841)] ['president', 'speaker', 'members', 'united', 'states', 'congress', 'house', 'people', 'speak', 'americans', 'stand', 'defining', 'hour', 'halfway', 'world', 'engaged', 'great', 'struggle', 'skies', 'seas', 'sands', 'americans', 'part', 'larger', 'centuries', 'weve', 'hard', 'work', 'freedom', 'tonight', 'lead', 'world', 'facing', 'threat', 'decency', 'humanity', 'stake', 'small', 'country', 'big', 'idea', 'world', 'order', 'diverse', 'nations', 'drawn', 'common', 'achieve', 'universal', 'aspirations', 'mankindpeace', 'security', 'freedom', 'rule', 'law', 'world', 'worthy', 'struggle', 'worthy', 'childrens', 'future', 'community', 'nations', 'resolutely', 'gathered', 'condemn', 'repel', 'lawless', 'aggression', 'saddam', 'husseins', 'unprovoked', 'invasionhis', 'ruthless', 'systematic', 'rape', 'peaceful', 'neighborviolated', 'community', 'nations', 'holds', 'dear', 'world', 'aggression', 'stand', 'stand', 'resisted', 'trap', 'appeasement', 'cynicism', 'isolation', 'temptation', 'tyrants', 'world', 'answered', 'saddams', 'invasion', '12', 'united', 'nations'] Speech # 556 [(6, 0.55291553778428026), (14, 0.14705582396513611), (16, 0.26663633876079312), (18, 0.031019418133583675)] ['kuwait', 'liberated', 'iraqs', 'army', 'defeated', 'military', 'objectives', 'met', 'kuwait', 'hands', 'kuwaitis', 'control', 'destiny', 'share', 'joy', 'joy', 'tempered', 'compassion', 'ordeal', 'tonight', 'kuwaiti', 'flag', 'flies', 'capital', 'free', 'sovereign', 'nation', 'american', 'flag', 'flies', 'embassy', 'months', 'ago', 'america', 'world', 'drew', 'line', 'sand', 'declared', 'aggression', 'kuwait', 'stand', 'tonight', 'america', 'world', 'word', 'time', 'euphoria', 'time', 'gloat', 'time', 'pride', 'pride', 'troops', 'pride', 'friends', 'stood', 'crisis', 'pride', 'nation', 'people', 'strength', 'resolve', 'made', 'victory', 'quick', 'decisive', 'open', 'wide', 'arms', 'back', 'home', 'america', 'magnificent', 'fighting', 'forces', 'country', 'claim', 'victory', 'victory', 'kuwait', 'victory', 'coalition', 'partners', 'victory', 'united', 'nations', 'mankind', 'rule', 'law', 'consulting', 'secretary', 'defense', 'cheney', 'chairman', 'joint', 'chiefs', 'staff', 'general', 'powell'] Speech # 557 [(6, 0.82752991101760054), (16, 0.065042308712411803), (20, 0.10669260900840982)] ['president', 'speaker', 'sir', 'generous', 'words', 'spoken', 'heart', 'wonderful', 'performance', 'military', 'members', 'congress', '5', 'short', 'weeks', 'ago', 'house', 'speak', 'state', 'union', 'met', 'time', 'war', 'tonight', 'meet', 'world', 'blessed', 'promise', 'peace', 'moment', 'operation', 'desert', 'storm', 'commenced', 'january', '16th', 'time', 'guns', 'fell', 'silent', 'midnight', '1', 'week', 'ago', 'nation', 'watched', 'sons', 'daughters', 'pride', 'watched', 'prayer', 'commander', 'chief', 'report', 'armed', 'forces', 'fought', 'honor', 'valor', 'president', 'report', 'nation', 'aggression', 'defeated', 'war', 'victory', 'country', 'coalition', 'united', 'nations', 'victory', 'unprecedented', 'international', 'cooperation', 'diplomacy', 'led', 'secretary', 'state', 'james', 'baker', 'victory', 'rule', 'law', 'desert', 'storms', 'success', 'belongs', 'team', 'ably', 'leads', 'armed', 'forces', 'secretary', 'defense', 'chairman', 'joint', 'chiefs', 'dick', 'cheney', 'colin'] Speech # 558 [(3, 0.014535414444102179), (6, 0.22535845459639031), (14, 0.37716674414585227), (20, 0.22202178501058295), (22, 0.15806006866865499)] ['president', 'gorbachev', 'good', 'evening', 'ladies', 'gentlemen', 'basic', 'part', 'visit', 'official', 'visit', 'president', 'united', 'states', 'america', 'soviet', 'union', 'things', 'important', 'ahead', 'framework', 'big', 'political', 'international', 'event', 'days', 'full', 'substantial', 'dialog', 'wide', 'spectrum', 'issues', 'kind', 'difficult', 'point', 'president', 'bushs', 'earphones', 'translation', 'failed', 'guess', 'ill', 'repeat', 'beginning', 'case', 'laughter', 'number', 'president', 'laughter', 'president', 'gorbachev', 'hear', 'tolerable', 'addressing', 'international', 'press', 'official', 'visit', 'president', 'united', 'states', 'soviet', 'union', 'big', 'event', 'relations', 'global', 'event', 'days', 'great', 'deal', 'work', 'create', 'difficulties', 'president', 'order', 'present', 'condensed', 'form', 'visit', 'extent', 'sums', 'stage', 'cooperation', 'fundamental', 'dramatic', 'time', 'development', 'events', 'world', 'president', 'united', 'states', 'america', 'soviet', 'union', 'difficult', 'circumstances', 'unusual', 'demanded'] Speech # 559 [(3, 0.052478183359202568), (6, 0.15952683288561997), (12, 0.015273296427978257), (20, 0.75235283599378044), (22, 0.015566103004942272)] ['speaker', 'president', 'distinguished', 'members', 'congress', 'honored', 'guests', 'fellow', 'citizens', 'warm', 'reception', 'big', 'buildup', 'address', 'wanted', 'make', 'big', 'hit', 'couldnt', 'convince', 'barbara', 'deliver', 'speaker', 'vice', 'president', 'laughing', 'japan', 'theyre', 'happy', 'theyre', 'sitting', 'speak', 'tonight', 'big', 'things', 'big', 'promises', 'hold', 'big', 'problems', 'solve', 'move', 'country', 'forward', 'undisputed', 'leader', 'age', 'gather', 'tonight', 'dramatic', 'deeply', 'promising', 'time', 'history', 'history', 'man', 'earth', 'past', '12', 'months', 'world', 'biblical', 'proportions', 'months', 'failed', 'coup', 'doomed', 'failed', 'system', 'im', 'weve', 'absorbed', 'full', 'impact', 'full', 'import', 'happened', 'communism', 'died', 'year', 'president', 'fascinating', 'vantage', 'point', 'times', 'busy', 'managing', 'progress', 'helping', 'lead', 'change', 'didnt', 'show', 'joy', 'heart', 'biggest', 'thing', 'happened', 'world', 'life'] Speech # 560 [(6, 0.11387017093745921), (12, 0.019979509675567823), (14, 0.010375472668659347), (19, 0.064941651153147872), (20, 0.68551173259647935), (24, 0.10496076054812994)] ['proud', 'receive', 'honored', 'accept', 'nomination', 'president', 'united', 'states', 'dear', 'friend', 'great', 'leader', 'bob', 'dole', 'wonderful', 'introduction', 'nominations', 'ideas', 'principles', 'values', 'stand', 'job', 'made', 'easier', 'leader', 'whos', 'lot', 'unfair', 'criticism', 'grace', 'humor', 'vice', 'president', 'united', 'states', 'dan', 'quayle', 'grateful', 'talk', 'tonight', 'sharp', 'choice', 'intend', 'offer', 'americans', 'fall', 'choice', 'agendas', 'directions', 'choice', 'character', 'man', 'lead', 'nation', 'americans', 'questions', 'economy', 'countrys', 'future', 'questions', 'ill', 'answer', 'tonight', 'feel', 'great', 'heartened', 'polls', 'jogging', 'shorts', 'governor', 'arkansas', 'years', 'ago', 'spoke', 'missions', 'life', 'country', 'spoke', 'urgent', 'mission', 'defending', 'security', 'promoting', 'american', 'ideal', 'abroad', 'pause', 'moment', 'reflect', 'weve', 'germany', 'united', 'slab', 'berlin', 'wall', 'sits', 'astrodome', 'arabs', 'israelis', 'sit'] Speech # 561 [(14, 0.012987315163987394), (18, 0.012312104254215419), (20, 0.9683616282101789)] ['jim', 'lehrer', 'good', 'evening', 'debates', 'major', 'candidates', 'president', 'united', 'states', 'sponsored', 'commission', 'presidential', 'debates', 'candidates', 'independent', 'candidate', 'ross', 'perot', 'governor', 'bill', 'clinton', 'democratic', 'nominee', 'president', 'george', 'bush', 'republican', 'nominee', 'jim', 'lehrer', 'macneillehrer', 'newshour', 'pbs', 'moderator', '90minute', 'event', 'taking', 'place', 'audience', 'athletic', 'complex', 'campus', 'washington', 'university', 'st', 'louis', 'missouri', 'journalists', 'questions', 'tonight', 'john', 'mashek', 'boston', 'globe', 'ann', 'compton', 'abc', 'news', 'sander', 'vanocur', 'freelance', 'journalist', 'follow', 'format', 'agreed', 'representatives', 'clinton', 'bush', 'campaigns', 'agreement', 'restrictions', 'content', 'subject', 'matter', 'questions', 'candidate', '2', 'minutes', 'closing', 'statement', 'order', 'questioning', 'determined', 'drawing', 'question', 'perot', '2', 'minutes', 'answer', 'rebuttals', 'minute', 'governor', 'clinton', 'president', 'bush', 'distinction', 'candidates', 'gentlemen', 'good'] Speech # 562 [(6, 0.9539741881862015), (18, 0.04324851869866421)] ['talk', 'today', 'tragedy', 'somalia', 'mission', 'ease', 'suffering', 'save', 'lives', 'american', 'shocking', 'images', 'somalia', 'scope', 'suffering', 'hard', 'imagine', 'quartermillion', 'people', 'people', 'live', 'buffalo', 'york', 'died', 'somali', 'famine', 'months', 'ahead', '5', 'times', 'number', '1', '12', 'million', 'people', 'starve', 'death', 'months', 'united', 'states', 'actively', 'engaged', 'massive', 'international', 'relief', 'effort', 'ease', 'somalias', 'suffering', 'told', 'america', 'somalia', '200000', 'tons', 'food', 'half', 'world', 'total', 'summer', 'distribution', 'system', 'broke', 'truck', 'convoys', 'somalias', 'ports', 'blocked', 'sufficient', 'food', 'failed', 'reach', 'starving', 'interior', 'somalia', 'august', 'additional', 'action', 'concert', 'united', 'nations', 'air', 'force', 'fly', 'food', 'towns', 'date', 'american', 'pilots', 'flown', '1400', 'flights', 'delivering', '17000', 'tons', 'food', 'aid', 'authorized', '3500', 'guards', 'protect'] Speech # 563 [(6, 0.78266070712165836), (16, 0.16960506980572856), (20, 0.042639720497091957)] ['back', 'good', 'afternoon', 'knew', 'wore', 'necktie', 'id', 'nice', 'anywaythank', 'dr', 'mobley', 'bill', 'kind', 'introduction', 'salute', 'congressmen', 'today', 'congressman', 'joe', 'barton', 'congressman', 'jack', 'fields', 'commissioner', 'rick', 'perry', 'kay', 'bailey', 'hutchison', 'representative', 'ogden', 'friend', 'fred', 'mcclure', 'served', 'side', 'white', 'house', 'chairman', 'ross', 'margraves', 'wonderful', 'program', 'arranged', 'today', 'heard', 'library', 'salute', 'board', 'regents', 'members', 'members', 'library', 'committee', 'chancellor', 'richardson', 'mentioned', 'salute', 'hosts', 'memorial', 'student', 'center', 'political', 'forum', 'forum', 'started', 'congressman', 'bob', 'eckhardt', 'speakers', 'speak', 'political', 'forum', 'id', 'hate', 'back', 'im', 'glad', 'back', 'send', 'heartiest', 'corps', 'cadets', 'fightin', 'texas', 'aggies', 'band', 'told', 'bill', 'mobley', 'ross', 'earlier', 'personal', 'note', 'forward', 'spending', 'time', 'actively', 'participating', 'presidential'] Speech # 564 [(3, 0.014474741255427965), (6, 0.59944098814793234), (14, 0.032948213784400521), (16, 0.34534647438828603)] ['good', 'luck', 'seated', 'general', 'graves', 'kind', 'introduction', 'barbara', 'delighted', 'honored', 'joined', 'secretary', 'army', 'mike', 'stone', 'man', 'wellknown', 'heads', 'army', 'general', 'sullivan', 'general', 'gordon', 'sullivan', 'gracie', 'graves', 'general', 'robert', 'foley', 'general', 'galloway', 'shawn', 'daniel', 'wellknown', 'host', 'sense', 'west', 'point', 'alum', 'side', '4', 'years', 'general', 'scowcroft', 'graduate', 'great', 'institution', 'served', 'country', 'distinction', 'salute', 'members', 'board', 'visitors', 'single', 'general', 'galvin', 'served', 'country', 'honor', 'save', 'corps', 'cadets', 'begin', 'hard', 'part', 'difficult', 'navy', 'person', 'west', 'point', 'game', 'month', 'ago', 'ahead', 'rub', 'watched', 'amazing', 'things', 'happen', 'sports', 'oilers', 'team', 'chin', 'day', 'guess', 'moral', 'losing', 'easy', 'trust', 'laughter', 'lose', 'fight', 'give', 'shot', 'win', 'lose', 'learn', 'life', 'rest'] Speech # 565 [(6, 0.4427608094670733), (8, 0.13936733875384347), (16, 0.15387810273457381), (20, 0.26266252875910234)] ['fellow', 'citizens', 'today', 'celebrate', 'mystery', 'american', 'renewal', 'ceremony', 'held', 'depth', 'winter', 'words', 'speak', 'faces', 'show', 'world', 'force', 'spring', 'spring', 'reborn', 'worlds', 'oldest', 'democracy', 'brings', 'vision', 'courage', 'reinvent', 'america', 'founders', 'boldly', 'declared', 'americas', 'independence', 'world', 'purposes', 'almighty', 'knew', 'america', 'endure', 'change', 'change', 'sake', 'change', 'preserve', 'americas', 'ideals', 'life', 'liberty', 'pursuit', 'happiness', 'marched', 'music', 'time', 'mission', 'timeless', 'generation', 'americans', 'define', 'means', 'american', 'behalf', 'nation', 'salute', 'predecessor', 'president', 'bush', 'halfcentury', 'service', 'america', 'millions', 'men', 'women', 'steadfastness', 'sacrifice', 'triumphed', 'depression', 'fascism', 'communism', 'today', 'generation', 'raised', 'shadows', 'cold', 'war', 'assumes', 'responsibilities', 'world', 'warmed', 'sunshine', 'freedom', 'threatened', 'ancient', 'hatreds', 'plagues', 'raised', 'unrivaled', 'prosperity', 'inherit', 'economy', 'worlds'] Speech # 566 [(14, 0.38146577733394965), (19, 0.51238537098814863), (20, 0.10511111582871945)] ['president', 'good', 'afternoon', 'ladies', 'gentlemen', 'im', 'lastminute', 'delay', 'occasioned', 'issue', 'debate', 'lift', 'ban', 'homosexuals', 'military', 'put', 'mildly', 'sparked', 'great', 'deal', 'interest', 'days', 'today', 'reached', 'agreement', 'senator', 'nunn', 'senator', 'mitchell', 'proceed', 'days', 'explain', 'issue', 'decided', 'long', 'conversation', 'good', 'joint', 'chiefs', 'staff', 'discussions', 'members', 'congress', 'issue', 'homosexuals', 'military', 'concedes', 'issue', 'men', 'women', 'served', 'real', 'distinction', 'excluded', 'military', 'service', 'solely', 'basis', 'status', 'principle', 'base', 'position', 'american', 'citizens', 'serve', 'country', 'conduct', 'disqualifies', 'military', 'life', 'fundamentally', 'civilian', 'society', 'necessarily', 'stricter', 'code', 'conduct', 'code', 'justice', 'nonetheless', 'individuals', 'prepared', 'accept', 'restrictions', 'behavior', 'intolerable', 'civilian', 'society', 'serve', 'country', 'honorably', 'asked', 'secretary', 'defense', 'submit', 'july', '15th', 'draft', 'executive', 'order'] Speech # 567 [(19, 0.11178205723044302), (20, 0.88596304080848631)] ['mrs', 'yandle', 'introduction', 'acknowledge', 'americas', 'families', 'beaten', 'gridlock', 'washington', 'pass', 'family', 'leave', 'people', 'fine', 'woman', 'america', 'talked', 'members', 'congress', 'democrat', 'republican', 'laid', 'plight', 'asked', 'voices', 'heard', 'senator', 'gore', 'ran', 'election', 'year', 'published', 'book', 'called', 'putting', 'people', 'im', 'proud', 'bill', 'sign', 'president', 'puts', 'people', 'united', 'states', 'congress', 'moving', 'expeditiously', 'matter', 'recess', 'member', 'congress', 'voted', 'bill', 'home', 'working', 'problems', 'promise', 'make', 'future', 'sends', 'clearer', 'signal', 'words', 'utter', 'give', 'government', 'back', 'american', 'people', 'appreciative', 'congress', 'moved', 'rapidly', 'bill', 'members', 'congress', 'played', 'major', 'role', 'legislation', 'time', 'permit', 'mention', 'senate', 'majority', 'leader', 'heroic', 'efforts', '11th', 'hour', 'make', 'passed', 'bill', 'senator', 'kennedy', 'senator', 'dodd', 'passionate', 'yearslong'] Speech # 568 [(20, 0.9995962994110571)] ['president', 'speaker', 'members', 'house', 'senate', 'distinguished', 'americans', 'visitors', 'chamber', 'nice', 'fresh', 'excuse', 'giving', 'long', 'speech', 'laughter', 'presidents', 'speak', 'congress', 'nation', 'podium', 'typically', 'comment', 'full', 'range', 'challenges', 'opportunities', 'face', 'united', 'states', 'ordinary', 'time', 'tasks', 'require', 'attention', 'tonight', 'calls', 'focus', 'unite', 'act', 'economy', 'task', 'tonight', 'americans', 'make', 'economy', 'thrive', 'begin', 'long', 'decades', 'president', 'challenged', 'americans', 'join', 'great', 'national', 'journey', 'consume', 'bounty', 'today', 'invest', 'greater', 'tomorrow', 'individuals', 'nations', 'ultimately', 'decide', 'conduct', 'thought', 'live', 'judged', 'history', 'individual', 'man', 'woman', 'nations', 'decide', 'prepared', 'rise', 'occasions', 'history', 'presents', 'people', 'youthful', 'energy', 'daring', 'spirit', 'historic', 'moment', 'communism', 'fallen', 'freedom', 'spreading', 'world', 'global', 'economy', 'taking', 'shape', 'eyes', 'americans'] Speech # 569 [(6, 0.20977297670104095), (12, 0.022513911718445207), (20, 0.76726618420615267)] ['wonderful', 'back', 'orleans', 'louisiana', 'chance', 'ive', 'election', 'support', 'electoral', 'votes', 'education', 'gave', 'trips', 'campaign', 'year', 'im', 'glad', 'back', 'campus', 'student', 'body', 'president', 'robert', 'styron', 'thought', 'gave', 'good', 'speech', 'hes', 'future', 'politics', 'applause', 'chancellor', 'obrien', 'senator', 'breaux', 'kind', 'remarks', 'leadership', 'democratic', 'leadership', 'council', 'acknowledge', 'presence', 'senator', 'johnston', 'members', 'louisiana', 'house', 'members', 'united', 'states', 'congress', 'democratic', 'leadership', 'council', 'including', 'good', 'friend', 'colleague', 'governor', 'mexico', 'bruce', 'king', 'whos', 'members', 'cabinet', 'secretary', 'education', 'dick', 'riley', 'secretary', 'agriculture', 'mike', 'espy', 'dlc', 'vice', 'chair', 'people', 'representing', 'volunteer', 'organizations', 'met', 'young', 'people', 'scattered', 'benjamin', 'franklin', 'high', 'school', 'applause', 'absolutely', 'enthusiasm', 'place', 'laughter', 'delta', 'service', 'corps', 'vista', 'summerbridge'] Speech # 570 [(6, 0.82947986707100163), (8, 0.015269306253392194), (20, 0.15297692486647965)] ['distinguished', 'guests', 'services', 'general', 'powell', 'joint', 'chiefs', 'secretary', 'aspin', 'vice', 'president', 'ladies', 'gentlemen', 'general', 'johnston', 'men', 'women', 'unified', 'task', 'force', 'somalia', 'general', 'johnston', 'reported', 'mission', 'accomplished', 'behalf', 'american', 'people', 'general', 'brought', 'home', 'job', 'represent', 'thousands', 'served', 'crucial', 'operation', 'marine', 'expeditionary', 'force', 'army', '10th', 'mountain', 'division', 'aboard', 'navys', 'tripoli', 'amphibious', 'ready', 'group', 'air', 'force', 'air', 'national', 'guard', 'airlift', 'squadrons', 'units', 'services', '30000', 'american', 'military', 'personnel', 'served', '5', 'months', 'somalia', 'serving', 'alongside', 'thousands', '20', 'nations', 'mission', 'humanitarian', 'combat', 'nonetheless', 'faced', 'difficult', 'dangerous', 'conditions', 'subjected', 'abuse', 'forced', 'dodge', 'rocks', 'bullets', 'firsthand', 'horror', 'hunger', 'disease', 'death', 'pressed', 'set', 'successful', 'served', 'tradition', 'armed', 'forces', 'united'] Speech # 571 [(2, 0.27647739138258537), (19, 0.72116363425812191)] ['father', 'creedon', 'mrs', 'kennedy', 'children', 'robert', 'kennedy', 'kennedy', 'family', 'distinguished', 'americans', 'present', 'bear', 'noble', 'title', 'citizen', 'country', 'twentyfive', 'years', 'ago', 'today', 'eve', 'college', 'graduation', 'cheered', 'victory', 'robert', 'kennedy', 'california', 'primary', 'felt', 'country', 'face', 'problems', 'openly', 'meet', 'challenges', 'bravely', 'forward', 'dared', 'dared', 'grieving', 'retreat', 'despair', 'dared', 'comfortable', 'complacent', 'dared', 'doubting', 'looked', 'crowd', 'today', 'graced', 'laughter', 'children', 'tears', 'remember', 'struck', 'memory', 'robert', 'kennedy', 'powerful', 'profound', 'places', 'today', 'robert', 'kennedy', 'invested', 'hopes', 'dreams', 'redeem', 'promise', 'america', 'feared', 'losing', 'call', 'back', 'promise', 'president', 'kennedy', 'martin', 'luther', 'king', 'heal', 'divisions', 'vietnam', 'violence', 'pain', 'country', 'robert', 'kennedy', 'today', 'dare', 'mourn', 'passing', 'fulfill', 'promise', 'people', 'badly', 'wanted'] Speech # 572 [(6, 0.92212453724127219), (15, 0.075942689649251965)] ['prime', 'minister', 'rabin', 'chairman', 'arafat', 'foreign', 'minister', 'peres', 'abbas', 'president', 'carter', 'president', 'bush', 'distinguished', 'guests', 'behalf', 'united', 'states', 'russia', 'cosponsors', 'middle', 'east', 'peace', 'process', 'great', 'occasion', 'history', 'hope', 'today', 'bear', 'witness', 'extraordinary', 'act', 'historys', 'defining', 'dramas', 'drama', 'began', 'time', 'ancestors', 'word', 'sliver', 'land', 'tide', 'fiver', 'jordan', 'mediterranean', 'sea', 'hallowed', 'piece', 'earth', 'land', 'light', 'revelation', 'home', 'memories', 'dreams', 'jews', 'muslims', 'christians', 'world', 'devotion', 'land', 'source', 'conflict', 'bloodshed', 'long', 'century', 'bitterness', 'palestinian', 'jewish', 'people', 'robbed', 'entire', 'region', 'resources', 'potential', 'sons', 'daughters', 'land', 'drenched', 'warfare', 'hatred', 'conflicting', 'claims', 'history', 'etched', 'deeply', 'souls', 'combatants', 'believed', 'past', 'upper', 'hand', '14', 'years', 'ago', 'past', 'began', 'give'] Speech # 573 [(20, 0.9995833333332157)] ['speaker', 'president', 'members', 'congress', 'distinguished', 'guests', 'fellow', 'americans', 'begin', 'words', 'tonight', 'bow', 'moment', 'silent', 'prayer', 'memory', 'killed', 'injured', 'tragic', 'train', 'accident', 'alabama', 'today', 'amen', 'fellow', 'americans', 'tonight', 'write', 'chapter', 'american', 'story', 'forebears', 'enshrined', 'american', 'dream', 'life', 'liberty', 'pursuit', 'happiness', 'generation', 'americans', 'worked', 'strengthen', 'legacy', 'make', 'country', 'place', 'freedom', 'opportunity', 'place', 'people', 'work', 'hard', 'rise', 'full', 'potential', 'place', 'children', 'future', 'settling', 'frontier', 'landing', 'moon', 'continuous', 'story', 'challenges', 'defined', 'obstacles', 'overcome', 'horizons', 'secured', 'makes', 'america', 'americans', 'time', 'profound', 'change', 'opportunity', 'end', 'cold', 'war', 'information', 'age', 'global', 'economy', 'brought', 'opportunity', 'hope', 'strife', 'uncertainty', 'purpose', 'dynamic', 'age', 'make', 'change', 'friend', 'enemy', 'achieve', 'goal', 'face'] Speech # 574 [(6, 0.92660320810638308), (20, 0.072138241961856947)] ['fellow', 'americans', 'today', 'talk', 'nations', 'military', 'involvement', 'somalia', 'year', 'ago', 'watched', 'horror', 'somali', 'children', 'families', 'lay', 'dying', 'tens', 'thousands', 'dying', 'slow', 'agonizing', 'death', 'starvation', 'starvation', 'brought', 'drought', 'anarchy', 'prevailed', 'country', 'past', 'weekend', 'reacted', 'anger', 'horror', 'armed', 'somali', 'gang', 'desecrated', 'bodies', 'american', 'soldiers', 'displayed', 'captured', 'american', 'pilot', 'soldiers', 'taking', 'part', 'international', 'effort', 'end', 'starvation', 'somali', 'people', 'tragic', 'events', 'raise', 'hard', 'questions', 'effort', 'somalia', 'accomplish', 'humanitarian', 'mission', 'turn', 'violent', 'people', 'home', 'questions', 'deserve', 'straight', 'answers', 'lets', 'start', 'remembering', 'troops', 'somalia', 'place', 'united', 'states', 'stop', 'great', 'human', 'tragedies', 'time', 'million', 'people', 'died', 'starvation', 'disease', 'risk', 'dying', 'tons', 'relief', 'supplies', 'piled', 'capital', 'mogadishu', 'small'] Speech # 575 [(2, 0.67318356202169882), (20, 0.32622970328435741)] ['sit', 'bishop', 'ford', 'mrs', 'mason', 'bishop', 'owens', 'bishop', 'anderson', 'bishops', 'bishop', 'walker', 'bishop', 'lindsey', 'havent', 'bishop', 'lindseys', 'barbecue', 'havent', 'barbecue', 'havent', 'heard', 'bishop', 'walker', 'attack', 'opponents', 'heard', 'political', 'speech', 'laughter', 'glad', 'touched', 'heart', 'youve', 'brought', 'tears', 'eyes', 'joy', 'spirit', 'year', 'convention', 'center', 'years', 'ago', 'bishops', 'arkansas', 'laid', 'plaque', 'point', 'book', 'arkansas', '8th', 'gaines', 'bishop', 'mason', 'received', 'inspiration', 'great', 'church', 'bishop', 'brooks', 'pulpit', 'elected', 'president', 'people', 'thought', 'wouldnt', 'survive', 'faith', 'works', 'today', 'president', 'spoken', 'eloquently', 'introduced', 'good', 'friend', 'governor', 'mcwherter', 'friend', 'mayor', 'herenton', 'today', 'friend', 'congressman', 'harold', 'ford', 'glad', 'congressional', 'district', 'introduce', 'people', 'members', 'congress', 'hard', 'president', 'proposes', 'congress', 'disposes', 'dispose'] Speech # 576 [(6, 0.33790476160921729), (7, 0.15900905204981178), (12, 0.016288173854787015), (20, 0.48598405899771341)] ['im', 'delighted', 'speaker', 'foley', 'republican', 'leader', 'bob', 'michel', 'joining', 'today', 'people', 'vice', 'president', 'marvelous', 'job', 'mention', 'laura', 'tyson', 'chair', 'council', 'economic', 'advisers', 'bob', 'rubin', 'head', 'national', 'economic', 'team', 'republican', 'member', 'house', 'wasnt', 'mentioned', 'congressman', 'david', 'dreier', 'rainy', 'day', 'louisiana', 'campaign', 'nafta', 'mention', 'note', 'spite', 'rest', 'efforts', 'magic', 'moment', 'larry', 'king', 'made', 'lot', 'difference', 'vice', 'president', 'campaign', 'decided', 'nafta', 'strong', 'supporter', 'position', 'personal', 'meetings', 'long', 'knew', 'remiss', 'personally', 'mickey', 'kantor', 'mack', 'mclarty', 'work', 'closing', 'days', 'mexican', 'trade', 'representatives', 'mexican', 'government', 'id', 'web', 'representatives', 'mexico', 'canada', 'fact', 'partners', 'future', 'make', 'special', 'word', 'cabinet', 'past', 'departments', 'cabinet', 'leaders', 'work', 'things', 'care', 'lot', 'bad'] Speech # 577 [(6, 0.11532381769788767), (20, 0.88089715248575806)] ['speaker', 'president', 'members', '103rd', 'congress', 'fellow', 'americans', 'im', 'speech', 'teleprompter', 'tonightlaughterbut', 'hope', 'talk', 'state', 'union', 'begin', 'recalling', 'memory', 'giant', 'presided', 'chamber', 'force', 'grace', 'tip', 'oneill', 'call', 'man', 'house', 'surely', 'man', 'people', 'bricklayers', 'son', 'helped', 'build', 'great', 'american', 'middle', 'class', 'tip', 'oneill', 'forgot', 'tonight', 'hes', 'smiling', 'time', 'lords', 'gallery', 'honor', 'remember', 'return', 'principle', 'simply', 'give', 'ordinary', 'people', 'equal', 'opportunity', 'quality', 'education', 'fair', 'shot', 'american', 'dream', 'extraordinary', 'things', 'gather', 'tonight', 'world', 'profound', 'rapid', 'nations', 'tested', 'american', 'heritage', 'master', 'change', 'expand', 'opportunity', 'home', 'leadership', 'abroad', 'long', 'ways', 'heritage', 'abandoned', 'country', 'drifted', '30', 'years', 'family', 'life', 'america', 'breaking', '20', 'years', 'wages', 'working', 'people', 'stagnant'] Speech # 578 [(2, 0.88595676402682066), (18, 0.11244323597301309)] ['dawson', 'men', 'proud', 'today', 'general', 'shalikashvili', 'cronkite', 'chaplain', 'distinguished', 'leaders', 'government', 'members', 'congress', 'members', 'armed', 'services', 'hosts', 'france', 'veterans', 'families', 'friends', 'days', 'ceremonies', 'heard', 'wonderful', 'words', 'tribute', 'hallowed', 'place', 'speaks', 'silence', 'quiet', 'plateau', 'small', 'piece', 'american', 'soil', 'honor', 'gave', 'lives', '50', 'crowded', 'years', 'ago', 'today', 'beaches', 'normandy', 'calm', 'walk', 'shores', 'summers', 'day', 'hear', 'laughter', 'children', 'playing', 'sand', 'cry', 'seagulls', 'overhead', 'ringing', 'distant', 'church', 'bell', 'simple', 'sounds', 'freedom', 'barely', 'breaking', 'silence', 'peaceful', 'silence', 'ordinary', 'silence', 'june', '6th', '1944', 'ordinary', 'day', '20th', 'century', 'chilled', 'dawn', 'beaches', 'echoed', 'sounds', 'staccato', 'gunfire', 'roar', 'aircraft', 'thunder', 'bombardment', 'wind', 'waves', 'soldiers', 'landing', 'craft', 'water', 'youth', 'savage'] Speech # 579 [(2, 0.18269357627116314), (6, 0.53323320368325133), (14, 0.14320681398893442), (22, 0.1382897189397837)] ['citizens', 'free', 'berlin', 'citizens', 'united', 'germany', 'chancellor', 'kohl', 'mayor', 'diepgen', 'berliners', 'world', 'wonderful', 'magnificent', 'city', 'stand', 'europes', 'heart', 'cut', 'half', 'celebrate', 'unity', 'stand', 'crude', 'walls', 'concrete', 'separated', 'mother', 'child', 'meet', 'family', 'stand', 'sought', 'life', 'found', 'death', 'rejoice', 'renewal', 'berliners', 'won', 'long', 'struggle', 'proved', 'wall', 'forever', 'mighty', 'power', 'freedom', 'years', 'american', 'president', 'visit', 'berlin', 'seat', 'government', 'pledge', 'today', 'american', 'embassy', 'stand', 'berlin', 'half', 'century', 'passed', 'berlin', 'divided', '33', 'years', 'wall', 'time', 'onehalf', 'city', 'lived', 'encircled', 'half', 'enslaved', 'force', 'endured', 'courage', 'courage', 'forms', 'bold', 'courage', 'june', '17th', '1953', 'trapped', 'east', 'threw', 'stones', 'tanks', 'tyranny', 'quiet', 'courage', 'lift', 'children', 'wall', 'grandparents', 'side', 'loved'] Speech # 580 [(19, 0.086484762986175176), (20, 0.90014225309561968)] ['president', 'speaker', 'members', '104th', 'congress', 'fellow', 'americans', 'sanctuary', 'democracy', 'democracy', 'spoken', 'begin', 'congratulating', '104th', 'congress', 'congratulating', 'speaker', 'agree', 'tonight', 'agree', 'american', 'people', 'voted', 'change', '1992', '1994', 'felt', '1992', 'years', 'didnt', 'hear', 'america', 'singing', 'heard', 'america', 'shouting', 'republicans', 'democrats', 'alike', 'hear', 'work', 'earn', 'jobs', 'keepers', 'sacred', 'trust', 'faithful', 'demanding', 'era', '200', 'years', 'ago', 'founders', 'changed', 'entire', 'human', 'history', 'joining', 'create', 'country', 'based', 'single', 'powerful', 'idea', 'hold', 'truths', 'selfevident', 'men', 'created', 'equal', 'endowed', 'creator', 'unalienable', 'rights', 'life', 'liberty', 'pursuit', 'happiness', 'fallen', 'generation', 'preserve', 'idea', 'american', 'idea', 'deepen', 'expand', 'meaning', 'times', 'lincoln', 'congress', 'preserve', 'union', 'end', 'slavery', 'theodore', 'roosevelt', 'woodrow', 'wilson', 'restrain', 'abuses'] Speech # 581 [(2, 0.36178891447912614), (16, 0.45805852346129161), (20, 0.17735001428851899)] ['governor', 'keating', 'mrs', 'keating', 'reverend', 'graham', 'families', 'lost', 'wounded', 'people', 'oklahoma', 'city', 'endured', 'people', 'wonderful', 'state', 'fellow', 'americans', 'honored', 'today', 'represent', 'american', 'people', 'hillary', 'parents', 'husband', 'wife', 'people', 'neighbors', 'years', 'lives', 'today', 'nation', 'joins', 'grief', 'mourn', 'share', 'hope', 'hope', 'survive', 'worked', 'heroically', 'save', 'lives', 'solve', 'crime', 'oklahoma', 'great', 'land', 'left', 'lives', 'work', 'hand', 'hand', 'pledge', 'heal', 'injured', 'rebuild', 'city', 'bring', 'justice', 'evil', 'terrible', 'sin', 'lives', 'american', 'family', 'innocent', 'children', 'building', 'parents', 'good', 'parents', 'good', 'workers', 'citizens', 'building', 'daily', 'business', 'served', 'rest', 'worked', 'elderly', 'disabled', 'worked', 'support', 'farmers', 'veterans', 'worked', 'enforce', 'laws', 'protect', 'served', 'grateful', 'neighbors', 'friends', 'church', 'pta', 'meetings', 'civic'] Speech # 582 [(6, 0.013761785182040484), (9, 0.19360445580353752), (12, 0.27308904669454992), (20, 0.51918726551130912)] ['members', 'congress', 'members', 'cabinet', 'administration', 'fellow', 'americans', 'recent', 'weeks', 'begun', 'conversation', 'american', 'people', 'fate', 'duty', 'prepare', 'nation', 'meet', 'century', 'live', 'lead', 'world', 'transformed', 'degree', 'seldom', 'history', 'change', 'good', 'good', 'affected', 'reach', 'fears', 'divisions', 'time', 'great', 'common', 'purpose', 'challenge', 'twofold', 'restore', 'american', 'dream', 'opportunity', 'american', 'responsibility', 'bring', 'country', 'amid', 'diversity', 'stronger', 'community', 'find', 'common', 'ground', 'move', 'forward', 'endeavors', 'inseparable', 'absolutely', 'convinced', 'restore', 'economic', 'opportunity', 'solve', 'social', 'problems', 'find', 'bring', 'american', 'people', 'bring', 'people', 'openly', 'honestly', 'deal', 'issues', 'divide', 'today', 'discuss', 'issues', 'affirmative', 'action', 'ironic', 'issue', 'divisive', 'today', 'affirmative', 'action', 'began', '25', 'years', 'ago', 'republican', 'president', 'bipartisan', 'support', 'began', 'simply', 'means', 'end'] Speech # 583 [(2, 0.17109306310545239), (6, 0.050743738434782915), (8, 0.032631038385845391), (12, 0.26346676085407461), (20, 0.3596010136539034), (24, 0.12204634376170176)] ['boy', 'growing', 'arkansas', 'thought', 'highlyapplausei', 'thought', 'highly', 'president', 'united', 'states', 'thing', 'opportunity', 'cheered', 'university', 'texas', 'grateful', 'laughter', 'president', 'berdahl', 'chancellor', 'cunningham', 'dean', 'olson', 'texas', 'longhorn', 'band', 'playing', 'hail', 'chief', 'magnificent', 'longtime', 'friend', '25', 'years', 'bernard', 'rapoport', 'statement', 'inspiration', 'life', 'generous', 'giving', 'great', 'university', 'good', 'distinguished', 'guests', 'audiencei', 'hesitate', 'start', 'friend', 'fellow', 'texan', 'henry', 'cisneros', 'coming', 'magnificent', 'work', 'secretary', 'hud', 'congressman', 'lloyd', 'doggett', 'wife', 'libby', 'flying', 'im', 'glad', 'dear', 'friend', 'congressman', 'jake', 'pickle', 'miss', 'attorney', 'general', 'dan', 'morales', 'land', 'commissioner', 'garry', 'mauro', 'luci', 'johnson', 'give', 'wonderful', 'mother', 'herethere', 'recognize', 'congresswoman', 'distinguished', 'professor', 'barbara', 'jordan', 'magnificent', 'job', 'immigration', 'issue', 'applause', 'wife', 'told'] Speech # 584 [(6, 0.70977033483019836), (20, 0.28187300882859634)] ['good', 'evening', 'week', 'warring', 'factions', 'bosnia', 'reached', 'peace', 'agreement', 'result', 'efforts', 'dayton', 'ohio', 'support', 'european', 'russian', 'partners', 'tonight', 'speak', 'implementing', 'bosnian', 'peace', 'agreement', 'values', 'interests', 'americans', 'require', 'participate', 'outset', 'americas', 'role', 'fighting', 'war', 'helping', 'people', 'bosnia', 'secure', 'peace', 'agreement', 'mission', 'limited', 'focused', 'command', 'american', 'general', 'fulfilling', 'mission', 'chance', 'stop', 'killing', 'innocent', 'civilians', 'children', 'time', 'bring', 'stability', 'central', 'europe', 'region', 'world', 'vital', 'national', 'interests', 'thing', 'birth', 'america', 'place', 'america', 'embodied', 'idea', 'ideal', 'billions', 'people', 'world', 'founders', 'america', 'life', 'liberty', 'pursuit', 'happiness', 'century', 'america', 'simply', 'stand', 'ideals', 'acted', 'sacrificed', 'people', 'fought', 'world', 'wars', 'freedom', 'triumph', 'tyranny', 'world', 'war', 'pulled', 'back', 'world', 'leaving'] Speech # 585 [(2, 0.59701908008562299), (6, 0.4022341666675347)] ['occasions', 'feel', 'catherine', 'david', 'introducing', 'schoolchildren', 'northern', 'ireland', 'today', 'represent', 'big', 'part', 'peace', 'children', 'growing', 'safely', 'learning', 'growing', 'patrick', 'dougan', 'ronnie', 'lewis', 'remarks', 'work', 'members', 'mackie', 'team', 'today', 'welcoming', 'factory', 'hoping', 'event', 'northern', 'ireland', 'place', 'people', 'work', 'reach', 'rest', 'world', 'positive', 'big', 'part', 'peace', 'working', 'family', 'community', 'welfare', 'common', 'enterprise', 'good', 'people', 'northern', 'ireland', 'america', 'world', 'good', 'large', 'delegation', 'fellow', 'americans', 'including', 'wife', 'secretary', 'commerce', 'ambassador', 'great', 'britain', 'number', 'large', 'delegation', 'parties', 'united', 'states', 'congress', 'weve', 'sort', 'truce', 'today', 'laughter', 'id', 'members', 'congress', 'washington', 'dc', 'stand', 'recognized', 'stand', 'americas', 'presidents', 'trace', 'roots', 'irelands', 'shores', 'beginning', 'andrew', 'jackson', 'son', 'immigrants', 'carrickfergus'] Speech # 586 [(20, 0.99810181211718474)] ['speaker', 'vice', 'president', 'members', '104th', 'congress', 'distinguished', 'guests', 'fellow', 'americans', 'land', 'begin', 'tonight', 'men', 'women', 'uniform', 'world', 'helping', 'peace', 'root', 'bosnia', 'families', 'america', 'proud', 'duty', 'tonight', 'report', 'state', 'union', 'state', 'government', 'american', 'community', 'set', 'responsibilities', 'words', 'founders', 'form', 'perfect', 'union', 'state', 'union', 'strong', 'economy', 'healthiest', 'decades', 'lowest', 'combined', 'rates', 'unemployment', 'inflation', '27', 'years', 'completedcreated', 'million', 'jobs', 'million', 'basic', 'industries', 'construction', 'automobiles', 'america', 'selling', 'cars', 'japan', 'time', '1970s', 'years', 'row', 'record', 'number', 'businesses', 'started', 'country', 'leadership', 'world', 'strong', 'bringing', 'hope', 'peace', 'important', 'gaining', 'ground', 'restoring', 'fundamental', 'values', 'crime', 'rate', 'welfare', 'food', 'stamp', 'rolls', 'poverty', 'rate', 'teen', 'pregnancy', 'rate', 'prospects', 'americas', 'future'] Speech # 587 [(14, 0.022101147133443442), (19, 0.011438571937750304), (20, 0.19687686896125695), (23, 0.76844055482455886)] ['good', 'morning', 'ladies', 'gentlemen', 'senator', 'kyl', 'senator', 'feinstein', 'groundbreaking', 'work', 'senator', 'exon', 'longtime', 'friend', 'senator', 'heflin', 'congressman', 'frost', 'congressman', 'stupak', 'congressman', 'orton', 'representatives', 'victims', 'community', 'law', 'enforcement', 'community', 'attorney', 'general', 'john', 'schmidt', 'aileen', 'adams', 'bonnie', 'campbell', 'fine', 'job', 'justice', 'department', 'criminal', 'justice', 'issues', 'vice', 'president', 'roberta', 'roper', 'members', 'national', 'movement', 'victims', 'advocacy', 'roper', 'coming', 'john', 'pat', 'byron', 'mark', 'klaas', 'pam', 'mcclain', 'john', 'walsh', 'spending', 'years', 'bring', 'issues', 'americas', 'attention', 'sir', 'id', 'special', 'word', 'person', 'person', 'united', 'states', 'talk', 'legal', 'practical', 'matters', 'resolved', 'order', 'president', 'advocate', 'amending', 'constitution', 'prosecutor', 'colleague', 'mine', 'governor', 'bob', 'miller', 'nevada', 'sir', 'work', 'years', 'worked', 'make', 'criminal'] Speech # 588 [(12, 0.1744020794415142), (20, 0.82521759811114237)] ['chairman', 'vice', 'president', 'fellow', 'democrats', 'fellow', 'americans', 'nomination', 'find', 'fancy', 'accept', 'contributed', 'record', 'made', 'american', 'people', 'partner', 'friend', 'vice', 'president', 'history', 'al', 'gore', 'tonight', 'city', 'chicago', 'great', 'mayor', 'wonderful', 'people', 'magnificent', 'convention', 'love', 'chicago', 'reasons', 'powerful', 'spirit', 'sports', 'teams', 'lively', 'politics', 'love', 'light', 'life', 'chicagos', 'daughter', 'hillary', 'years', 'ago', 'set', 'journey', 'bring', 'vision', 'country', 'american', 'dream', 'alive', 'work', 'make', 'american', 'community', 'stronger', 'america', 'worlds', 'strongest', 'force', 'peace', 'freedom', 'prosperity', 'years', 'ago', 'high', 'unemployment', 'stagnant', 'wages', 'crime', 'welfare', 'deficit', 'rise', 'host', 'unmet', 'challenges', 'rising', 'tide', 'cynicism', 'told', 'place', 'born', 'told', 'believed', 'place', 'called', 'hope', 'years', 'realize', 'vision', 'pursued', 'simple', 'profound', 'strategy'] Speech # 589 [(19, 0.46009350715250125), (20, 0.53952617040017137)] ['jim', 'lehrer', 'good', 'evening', 'bushnell', 'theater', 'hartford', 'connecticut', 'im', 'jim', 'lehrer', 'newshour', 'pbs', '1996', 'presidential', 'debates', 'president', 'bill', 'clinton', 'democratic', 'nominee', 'senator', 'bob', 'dole', 'republican', 'nominee', 'event', 'sponsored', 'commission', 'presidential', 'debates', '90', 'minutes', 'format', 'rules', 'worked', 'campaigns', 'twominute', 'opening', 'closing', 'statements', 'series', 'questions', 'parts', '90second', 'answer', '60second', 'rebuttal', '30second', 'response', 'assist', 'candidates', 'adhering', 'time', 'limits', 'series', 'lights', 'visible', 'rules', 'candidates', 'allowed', 'question', 'directly', 'questions', 'limitations', 'subjects', 'order', 'tonight', 'determined', 'coin', 'toss', 'opening', 'statements', 'president', 'clinton', 'president', 'president', 'clinton', 'jim', 'people', 'hartford', 'hosts', 'begin', 'respect', 'senator', 'dole', 'record', 'public', 'service', 'hard', 'make', 'campaign', 'debate', 'ideas', 'insults', 'years', 'ago', 'ran', 'president', 'time'] Speech # 590 [(2, 0.99193668254847112)] ['feel', 'good', 'today', 'applause', 'reverend', 'washington', 'presiding', 'elder', 'reverend', 'andrews', 'governor', 'chiles', 'congressman', 'mrs', 'gibbons', 'fine', 'congressional', 'candidate', 'jim', 'davis', 'sir', 'proud', 'friends', 'joined', 'church', 'today', 'making', 'feel', 'house', 'lord', 'sort', 'tired', 'music', 'started', 'singing', 'shack', 'railroad', 'tracklaughterand', 'lot', 'house', 'god', 'lived', 'shack', 'railroad', 'track', 'good', 'time', 'grandfather', 'joke', 'didnt', 'sense', 'poor', 'good', 'time', 'laughter', 'good', 'time', 'today', 'im', 'honored', 'historic', 'pulpit', 'graced', 'martin', 'luther', 'king', 'thurgood', 'marshall', 'adam', 'clayton', 'powell', 'jackie', 'robinson', 'humbled', 'foremost', 'giving', 'chance', 'serve', 'president', 'greatest', 'country', 'human', 'history', '4', 'years', '2', 'days', 'polls', 'select', 'president', 'unbelievable', '20th', 'century', 'century', 'civil', 'rights', 'movement', 'century', 'great', 'world'] Speech # 591 [(6, 0.52958308354780825), (20, 0.4634211459059705)] ['fellow', 'citizens', 'presidential', 'inauguration', '20th', 'century', 'lift', 'eyes', 'challenges', 'await', 'century', 'great', 'good', 'fortune', 'time', 'chance', 'put', 'edge', 'century', 'millennium', 'edge', 'bright', 'prospect', 'human', 'affairs', 'moment', 'define', 'character', 'decades', 'democracy', 'forever', 'young', 'guided', 'ancient', 'vision', 'promised', 'land', 'set', 'sights', 'land', 'promise', 'promise', 'america', 'born', '18th', 'century', 'bold', 'conviction', 'created', 'equal', 'extended', 'preserved', '19th', 'century', 'nation', 'spread', 'continent', 'saved', 'union', 'abolished', 'awful', 'scourge', 'slavery', 'turmoil', 'triumph', 'promise', 'exploded', 'world', 'stage', 'make', 'american', 'century', 'century', 'america', 'worlds', 'mightiest', 'industrial', 'power', 'saved', 'world', 'tyranny', 'world', 'wars', 'long', 'cold', 'war', 'time', 'reached', 'globe', 'millions', 'longed', 'blessings', 'liberty', 'americans', 'produced', 'great', 'middle', 'class', 'security', 'age'] Speech # 592 [(6, 0.02140131171549154), (12, 0.24092737315389934), (20, 0.73732141453414612)] ['speaker', 'vice', 'president', 'members', '105th', 'congress', 'distinguished', 'guests', 'fellow', 'americans', 'start', 'inviting', 'back', 'tonight', 'challenge', 'great', 'peacetime', 'history', 'plan', 'action', 'meet', 'challenge', 'prepare', 'people', 'bold', 'world', '21st', 'century', 'thankful', 'years', 'growth', 'won', 'back', 'basic', 'strength', 'economy', 'crime', 'welfare', 'rolls', 'declining', 'winning', 'back', 'optimism', 'enduring', 'faith', 'master', 'difficulty', 'cold', 'war', 'receding', 'global', 'commerce', 'record', 'levels', 'helping', 'win', 'unrivaled', 'peace', 'prosperity', 'world', 'fellow', 'americans', 'state', 'union', 'strong', 'rise', 'decisive', 'moment', 'make', 'nation', 'world', 'promise', 'global', 'economy', 'information', 'age', 'unimagined', 'work', 'lifeenhancing', 'technology', 'seize', 'honor', 'challenge', 'shapers', 'events', 'observers', 'act', 'moment', 'pass', 'lose', 'possibilities', 'future', 'face', 'imminent', 'threat', 'enemy', 'enemy', 'time', 'inaction', 'tonight'] Speech # 593 [(14, 0.15541630075997373), (20, 0.10113943932476607), (24, 0.74124425991498966)] ['wait', 'minute', 'folks', 'ive', 'crutches', 'laughter', 'general', 'hess', 'begin', 'thanking', 'part', 'grand', 'forks', 'air', 'force', 'base', 'national', 'security', 'support', 'people', 'grand', 'forks', 'communities', 'days', 'im', 'proud', 'touring', 'devastation', 'floods', 'moving', 'community', 'meeting', 'presided', 'mayor', 'owens', 'attended', 'mayor', 'stauss', 'mayors', 'entire', 'congressional', 'delegation', 'north', 'dakota', 'south', 'dakota', 'senator', 'grams', 'senator', 'wellstone', 'minnesota', 'congressman', 'collin', 'peterson', 'minnesota', 'governors', 'north', 'dakota', 'minnesota', 'moving', 'experience', 'members', 'cabinet', 'secretaries', 'agriculture', 'health', 'human', 'services', 'housing', 'urban', 'development', 'transportation', 'administrator', 'small', 'business', 'administration', 'secretary', 'army', 'firsthand', 'youve', 'pledge', 'part', 'make', 'thirdly', 'remarkable', 'demonstration', 'courage', 'commitment', 'cooperation', 'basic', 'human', 'strength', 'impressed', 'proud', 'americans', 'face', 'terrible', 'disaster', 'rebuilding', 'longterm'] Speech # 594 [(12, 0.16307169425722823), (20, 0.83443508081024287)] ['working', '20', 'years', 'lot', 'issues', 'happy', 'day', 'lady', 'issue', 'long', 'vice', 'president', 'mrs', 'gore', 'family', 'conference', 'light', 'shed', 'announcement', 'emphasize', 'today', 'secretary', 'riley', 'community', 'learning', 'centers', 'im', 'proud', 'weve', 'bill', 'white', 'ill', 'talk', 'contribution', 'moment', 'remarkable', 'rand', 'debra', 'bass', 'giving', 'living', 'breathing', 'americaparents', 'working', 'hard', 'jobs', 'determined', 'important', 'job', 'children', 'senator', 'feinstein', 'senator', 'dodd', 'senator', 'boxer', 'tomorrow', 'state', 'union', 'address', 'spell', 'seek', 'behalf', 'children', 'prepare', '21st', 'century', 'talk', 'bit', 'education', 'today', 'announcement', 'context', 'education', 'nations', 'highest', 'priority', 'year', 'state', 'union', 'address', 'set', '10point', 'plan', 'move', 'forward', 'urged', 'american', 'people', 'make', 'politics', 'stops', 'schoolhouse', 'door', 'weve', 'made', 'lot', 'progress', '10point', 'plan'] Speech # 595 [(6, 0.014622831876837579), (12, 0.12865332909671456), (16, 0.011379730176052056), (20, 0.84501117187056785)] ['speaker', 'vice', 'president', 'members', '105th', 'congress', 'distinguished', 'guests', 'fellow', 'americans', 'time', 'met', 'chamber', 'america', 'lost', 'patriots', 'fine', 'public', 'servants', 'sat', 'opposite', 'sides', 'aisle', 'representatives', 'walter', 'capps', 'sonny', 'bono', 'shared', 'deep', 'love', 'house', 'unshakable', 'commitment', 'improving', 'lives', 'people', 'past', 'weeks', 'theyve', 'eulogized', 'tonight', 'begin', 'sending', 'message', 'families', 'friends', 'celebrate', 'lives', 'give', 'service', 'nation', '209', 'years', 'presidents', 'duty', 'report', 'state', 'union', 'hard', 'work', 'high', 'purpose', 'american', 'people', 'good', 'times', 'america', '14', 'million', 'jobs', 'lowest', 'unemployment', '24', 'years', 'lowest', 'core', 'inflation', '30', 'years', 'incomes', 'rising', 'highest', 'homeownership', 'history', 'crime', 'dropped', 'record', 'years', 'row', 'welfare', 'rolls', 'lowest', 'levels', '27', 'years', 'leadership', 'world', 'unrivaled', 'ladies'] Speech # 596 [(2, 0.04271343777916857), (6, 0.38674258305424936), (20, 0.046093477520530772), (24, 0.52331383046865576)] ['president', 'mrs', 'rawlings', 'honorable', 'ministers', 'honorable', 'members', 'council', 'state', 'honorable', 'members', 'parliament', 'honorable', 'members', 'judiciary', 'nananom', 'chiefs', 'people', 'ghana', 'mitsea', 'mu', 'america', 'fuo', 'kyia', 'mo', 'america', 'shown', 'akwaaba', 'means', 'proud', 'american', 'president', 'visit', 'ghana', 'uganda', 'rwanda', 'south', 'africa', 'botswana', 'senegal', 'journey', 'long', 'overdue', 'america', 'proud', 'journey', 'welcoming', 'listen', 'learn', 'build', 'future', 'partnership', 'people', 'introduce', 'people', 'united', 'states', 'trip', 'face', 'africa', 'kampala', 'cape', 'town', 'dakar', 'daressalaam', 'africans', 'stirred', 'hopes', 'democracy', 'peace', 'prosperity', 'challenges', 'remain', 'call', 'action', 'despair', 'draw', 'strength', 'past', 'energy', 'promise', 'future', 'dream', 'trip', 'things', '100', 'years', 'grandchildren', 'mine', 'back', 'beginning', 'african', 'renaissance', 'century', 'coming', 'view', 'patterns', 'fading', 'cold', 'war'] Speech # 597 [(2, 0.26798295796344845), (3, 0.023137778220276156), (6, 0.40411104303184292), (16, 0.053972254645015198), (18, 0.068595623638851994), (20, 0.1812955805954011)] ['president', 'vice', 'president', 'kagame', 'wives', 'making', 'hillary', 'delegation', 'feel', 'id', 'young', 'students', 'met', 'musicians', 'dancers', 'survivors', 'genocide', 'working', 'rebuild', 'country', 'spending', 'time', 'great', 'delegation', 'americans', 'leaders', 'government', 'leaders', 'congress', 'distinguished', 'american', 'citizens', 'grateful', 'diplomatic', 'corps', 'members', 'rwandan', 'government', 'citizens', 'today', 'pay', 'respects', 'nation', 'suffered', 'perished', 'rwandan', 'genocide', 'hope', 'trip', 'corner', 'world', 'today', 'tomorrow', 'story', 'told', '4', 'years', 'ago', 'beautiful', 'green', 'lovely', 'land', 'clear', 'conscious', 'decision', 'made', 'power', 'peoples', 'country', 'live', 'side', 'side', 'peace', '90', 'days', 'began', 'april', '6', '1994', 'rwanda', 'experienced', 'extensive', 'slaughter', 'bloodfilled', 'century', 'leavefamilies', 'murdered', 'homes', 'people', 'hunted', 'fled', 'soldiers', 'militia', 'farmland', 'woods', 'animals', 'kibuye', 'west', 'kibungo', 'east'] Speech # 598 [(14, 0.041797352454340707), (15, 0.36282620643200236), (20, 0.33013286362708677), (23, 0.25994452824434117)] ['good', 'evening', 'afternoon', 'room', 'chair', 'testified', 'office', 'independent', 'counsel', 'grand', 'jury', 'answered', 'questions', 'truthfully', 'including', 'questions', 'private', 'life', 'questions', 'american', 'citizen', 'answer', 'complete', 'responsibility', 'actions', 'public', 'private', 'speaking', 'tonight', 'deposition', 'january', 'asked', 'questions', 'relationship', 'monica', 'lewinsky', 'answers', 'legally', 'accurate', 'volunteer', 'information', 'relationship', 'ms', 'lewinsky', 'fact', 'wrong', 'constituted', 'critical', 'lapse', 'judgment', 'personal', 'failure', 'part', 'solely', 'completely', 'responsible', 'told', 'grand', 'jury', 'today', 'time', 'lie', 'hide', 'destroy', 'evidence', 'unlawful', 'action', 'public', 'comments', 'silence', 'matter', 'gave', 'false', 'impression', 'misled', 'people', 'including', 'wife', 'deeply', 'regret', 'motivated', 'factors', 'desire', 'protect', 'embarrassment', 'conduct', 'concerned', 'protecting', 'family', 'fact', 'questions', 'asked', 'politically', 'inspired', 'lawsuit', 'dismissed', 'consideration', 'addition', 'real', 'concerns'] Speech # 599 [(6, 0.027855058722414061), (20, 0.9699635825548073)] ['speaker', 'vice', 'president', 'members', 'congress', 'honored', 'guests', 'fellow', 'americans', 'tonight', 'honor', 'reporting', 'state', 'union', 'begin', 'saluting', 'speaker', 'house', 'thanking', 'tonight', 'extending', 'invitation', 'guests', 'sitting', 'gallery', 'mrs', 'hastert', 'lyn', 'gibson', 'wenling', 'chestnut', 'widows', 'brave', 'capitol', 'hill', 'police', 'officers', 'gave', 'lives', 'defend', 'freedoms', 'house', 'speaker', 'swearingin', 'asked', 'work', 'spirit', 'civility', 'bipartisanship', 'speaker', 'lets', 'tonight', 'stand', 'report', 'america', 'created', 'longest', 'peacetime', 'economic', 'expansion', 'history', '18', 'million', 'jobs', 'wages', 'rising', 'rate', 'inflation', 'highest', 'homeownership', 'history', 'smallest', 'welfare', 'rolls', '30', 'years', 'lowest', 'peacetime', 'unemployment', '1957', 'time', 'decades', 'budget', 'balanced', 'deficit', '290', 'billion', '1992', 'surplus', '70', 'billion', 'year', 'budget', 'surpluses', '25', 'years', 'pioneering', 'leadership', 'lowest', 'violent'] Speech # 600 [(6, 0.67745029188584405), (20, 0.32143320325966396)] ['fellow', 'americans', 'today', 'armed', 'forces', 'joined', 'nato', 'allies', 'airstrikes', 'serbian', 'forces', 'responsible', 'brutality', 'kosovo', 'acted', 'resolve', 'reasons', 'act', 'protect', 'thousands', 'innocent', 'people', 'kosovo', 'mounting', 'military', 'offensive', 'act', 'prevent', 'wider', 'war', 'diffuse', 'powder', 'keg', 'heart', 'europe', 'exploded', 'century', 'catastrophic', 'results', 'act', 'stand', 'united', 'allies', 'peace', 'acting', 'upholding', 'values', 'protecting', 'interests', 'advancing', 'peace', 'tonight', 'speak', 'tragedy', 'kosovo', 'matters', 'america', 'work', 'allies', 'end', 'explain', 'responding', 'kosovo', 'province', 'serbia', 'middle', 'southeastern', 'europe', '160', 'miles', 'east', 'italy', 'distance', 'washington', 'york', '70', 'miles', 'north', 'greece', 'people', 'ethnic', 'albanian', 'muslim', '1989', 'serbias', 'leader', 'slobodan', 'milosevic', 'leader', 'started', 'wars', 'bosnia', 'croatia', 'moved', 'slovenia', 'decade', 'stripped', 'kosovo', 'constitutional', 'autonomy'] Speech # 601 [(6, 0.58347298412074788), (18, 0.012055135784620303), (20, 0.40327785024373691)] ['fellow', 'americans', 'tonight', 'time', '79', 'days', 'skies', 'yugoslavia', 'silent', 'serb', 'army', 'police', 'withdrawing', 'kosovo', 'million', 'men', 'women', 'children', 'driven', 'land', 'preparing', 'return', 'home', 'demands', 'outraged', 'united', 'international', 'community', 'met', 'report', 'american', 'people', 'achieved', 'victory', 'safer', 'world', 'democratic', 'values', 'stronger', 'america', 'pilots', 'returned', 'base', 'airstrikes', 'suspended', 'aggression', 'innocent', 'people', 'contained', 'turned', 'back', 'ordered', 'armed', 'forces', 'combat', 'clear', 'goals', 'enable', 'kosovar', 'people', 'victims', 'vicious', 'atrocities', 'europe', 'world', 'war', 'return', 'homes', 'safety', 'selfgovernment', 'require', 'serbian', 'forces', 'responsible', 'atrocities', 'leave', 'kosovo', 'deploy', 'international', 'security', 'force', 'nato', 'core', 'protect', 'people', 'troubled', 'land', 'serbs', 'albanians', 'alike', 'goals', 'achieved', 'conflict', 'brought', 'honorable', 'conclusion', 'result', 'security', 'dignity', 'people'] Speech # 602 [(6, 0.014121262128862852), (19, 0.043038993159094117), (20, 0.93737613972635347)] ['speaker', 'vice', 'president', 'members', 'congress', 'honored', 'guests', 'fellow', 'americans', 'fortunate', 'alive', 'moment', 'history', 'nation', 'enjoyed', 'prosperity', 'social', 'progress', 'internal', 'crisis', 'external', 'threats', 'blessed', 'opportunity', 'profound', 'obligation', 'build', 'perfect', 'union', 'founders', 'dreams', 'begin', 'century', '20', 'million', 'jobs', 'fastest', 'economic', 'growth', '30', 'years', 'lowest', 'unemployment', 'rates', '30', 'years', 'lowest', 'poverty', 'rates', '20', 'years', 'lowest', 'africanamerican', 'hispanic', 'unemployment', 'rates', 'record', 'backtoback', 'surpluses', '42', 'years', 'month', 'america', 'achieve', 'longest', 'period', 'economic', 'growth', 'entire', 'history', 'built', 'economy', 'economic', 'revolution', 'matched', 'revival', 'american', 'spirit', 'crime', '20', 'percent', 'lowest', 'level', '25', 'years', 'teen', 'births', 'years', 'row', 'adoptions', '30', 'percent', 'welfare', 'rolls', 'cut', 'half', 'lowest', 'levels', '30', 'years'] Speech # 603 [(6, 0.22902554148976945), (20, 0.6455708425834793), (24, 0.12362223940830475)] ['fellow', 'citizens', 'tonight', 'opportunity', 'speak', 'oval', 'office', 'president', 'profoundly', 'grateful', 'giving', 'honor', 'serve', 'work', 'prepare', 'nation', '21st', 'century', 'im', 'grateful', 'vice', 'president', 'gore', 'cabinet', 'secretaries', 'served', 'years', 'time', 'dramatic', 'transformation', 'risen', 'challenge', 'made', 'social', 'fabric', 'stronger', 'families', 'healthier', 'safer', 'people', 'prosperous', 'american', 'people', 'made', 'passage', 'global', 'information', 'age', 'era', 'great', 'american', 'renewal', 'work', 'presidentevery', 'decision', 'made', 'executive', 'action', 'bill', 'proposed', 'signedive', 'give', 'americans', 'tools', 'conditions', 'build', 'future', 'dreams', 'good', 'society', 'strong', 'economy', 'cleaner', 'environment', 'freer', 'safer', 'prosperous', 'world', 'steered', 'enduring', 'values', 'opportunity', 'responsibility', 'community', 'americans', 'sought', 'give', 'america', 'kind', 'government', 'smaller', 'modern', 'effective', 'full', 'ideas', 'policies', 'time', 'putting', 'people', 'focusing'] Speech # 604 [(6, 0.6039678781931157), (16, 0.18854698753668772), (20, 0.082922708291397029), (24, 0.12200727510737625)] ['president', 'clinton', 'distinguished', 'guests', 'fellow', 'citizens', 'peaceful', 'transfer', 'authority', 'rare', 'history', 'common', 'country', 'simple', 'oath', 'affirm', 'traditions', 'make', 'beginnings', 'begin', 'president', 'clinton', 'service', 'nation', 'vice', 'president', 'gore', 'contest', 'conducted', 'spirit', 'ended', 'grace', 'honored', 'humbled', 'stand', 'americas', 'leaders', 'follow', 'place', 'long', 'storya', 'story', 'continue', 'end', 'story', 'world', 'friend', 'liberator', 'story', 'slaveholding', 'society', 'servant', 'freedom', 'story', 'power', 'world', 'protect', 'possess', 'defend', 'conquer', 'american', 'storya', 'story', 'flawed', 'fallible', 'people', 'united', 'generations', 'grand', 'enduring', 'ideals', 'grandest', 'ideals', 'unfolding', 'american', 'promise', 'belongs', 'deserves', 'chance', 'insignificant', 'person', 'born', 'americans', 'called', 'enact', 'promise', 'lives', 'laws', 'nation', 'halted', 'delayed', 'follow', 'century', 'americas', 'faith', 'freedom', 'democracy', 'rock', 'raging', 'sea'] Speech # 605 [(17, 0.51367994221632163), (20, 0.48430692868060371)] ['sit', 'behave', 'youre', 'white', 'house', 'laughter', 'laura', 'historic', 'moment', 'vice', 'president', 'secretary', 'oneill', 'director', 'daniels', 'secretary', 'evans', 'chao', 'secretary', 'abraham', 'administrator', 'christine', 'todd', 'whitman', 'members', 'united', 'states', 'senate', 'members', 'house', 'representatives', 'fellow', 'americans', 'months', 'ago', 'speech', 'joint', 'session', 'congress', 'honor', 'introducing', 'steven', 'ramos', 'nation', 'steven', 'network', 'administrator', 'school', 'district', 'wife', 'josefina', 'teaches', 'charter', 'school', 'girl', 'named', 'lianna', 'theyre', 'save', 'liannas', 'college', 'education', 'high', 'taxes', 'made', 'saving', 'difficult', 'year', 'paid', '8000', 'federal', 'income', 'taxes', 'today', 'beginning', 'make', 'life', 'ramos', 'lot', 'easier', 'today', 'start', 'return', 'ramos', 'money', 'money', 'money', 'paid', 'taxes', 'united', 'states', 'america', 'board', 'tax', 'relief', 'happen', 'washington', 'dc', 'fact', 'world'] Speech # 606 [(6, 0.33911388694863726), (12, 0.1959697517935883), (14, 0.010043563988390888), (16, 0.20534363992882881), (20, 0.2490878997563829)] ['speaker', 'vice', 'president', 'cheney', 'members', 'congress', 'distinguished', 'guests', 'fellow', 'citizens', 'gather', 'tonight', 'nation', 'war', 'economy', 'recession', 'civilized', 'world', 'faces', 'unprecedented', 'dangers', 'state', 'union', 'stronger', 'met', 'hour', 'shock', 'suffering', 'short', 'months', 'nation', 'comforted', 'victims', 'begun', 'rebuild', 'york', 'pentagon', 'rallied', 'great', 'coalition', 'captured', 'arrested', 'rid', 'world', 'thousands', 'terrorists', 'destroyed', 'afghanistans', 'terrorist', 'training', 'camps', 'saved', 'people', 'starvation', 'freed', 'country', 'brutal', 'oppression', 'american', 'flag', 'flies', 'embassy', 'kabul', 'terrorists', 'occupied', 'afghanistan', 'occupy', 'cells', 'guantanamo', 'bay', 'terrorist', 'leaders', 'urged', 'followers', 'sacrifice', 'lives', 'running', 'america', 'afghanistan', 'allies', 'terror', 'partners', 'rebuilding', 'country', 'evening', 'welcomed', 'distinguished', 'interim', 'leader', 'liberated', 'afghanistan', 'chairman', 'hamid', 'karzai', 'time', 'met', 'chamber', 'mothers', 'daughters', 'afghanistan'] Speech # 607 [(6, 0.50755942932576548), (12, 0.039501303417748539), (16, 0.21097528406320507), (20, 0.24162825177837075)] ['speaker', 'vice', 'president', 'cheney', 'members', 'congress', 'distinguished', 'citizens', 'fellow', 'citizens', 'year', 'law', 'custom', 'meet', 'state', 'union', 'year', 'gather', 'chamber', 'deeply', 'aware', 'decisive', 'days', 'lie', 'ahead', 'serve', 'country', 'time', 'great', 'consequence', 'session', 'congress', 'duty', 'reform', 'domestic', 'programs', 'vital', 'country', 'opportunity', 'save', 'millions', 'lives', 'abroad', 'terrible', 'disease', 'work', 'prosperity', 'broadly', 'shared', 'answer', 'danger', 'enemy', 'threatens', 'american', 'people', 'days', 'promise', 'days', 'reckoning', 'confident', 'whirlwind', 'change', 'hope', 'peril', 'faith', 'resolve', 'firm', 'union', 'strong', 'country', 'challenges', 'deny', 'ignore', 'pass', 'problems', 'congresses', 'presidents', 'generations', 'confront', 'focus', 'clarity', 'courage', 'years', 'accomplished', 'work', 'lift', 'standards', 'public', 'schools', 'achieved', 'historic', 'education', 'reform', 'carried', 'school', 'classroom', 'child', 'america', 'read', 'learn'] Speech # 608 [(6, 0.069087947847502662), (16, 0.44960085451298593), (20, 0.47159007708281092)] ['speaker', 'vice', 'president', 'cheney', 'members', 'congress', 'distinguished', 'guests', 'fellow', 'citizens', 'america', 'evening', 'nation', 'called', 'great', 'responsibilities', 'rising', 'meet', 'gather', 'tonight', 'hundreds', 'thousands', 'american', 'service', 'men', 'women', 'deployed', 'world', 'war', 'terror', 'bringing', 'hope', 'oppressed', 'delivering', 'justice', 'violent', 'making', 'america', 'secure', 'day', 'law', 'enforcement', 'personnel', 'intelligence', 'officers', 'tracking', 'terrorist', 'threats', 'analysts', 'examining', 'airline', 'passenger', 'lists', 'men', 'women', 'homeland', 'security', 'department', 'patrolling', 'coasts', 'borders', 'vigilance', 'protecting', 'america', 'americans', 'proving', 'hardest', 'working', 'people', 'world', 'american', 'economy', 'growing', 'stronger', 'tax', 'relief', 'passed', 'working', 'tonight', 'members', 'congress', 'pride', 'great', 'works', 'compassion', 'reform', 'skeptics', 'thought', 'impossible', 'youre', 'raising', 'standards', 'public', 'schools', 'giving', 'senior', 'citizens', 'prescription', 'drug', 'coverage'] Speech # 609 [(3, 0.038682237152476456), (6, 0.72199991475431202), (16, 0.14638026939971391), (24, 0.091995874657490859)] ['vice', 'president', 'cheney', 'chief', 'justice', 'president', 'carter', 'president', 'bush', 'president', 'clinton', 'members', 'united', 'states', 'congress', 'reverend', 'clergy', 'distinguished', 'guests', 'fellow', 'citizens', 'day', 'prescribed', 'law', 'marked', 'ceremony', 'celebrate', 'durable', 'wisdom', 'constitution', 'recall', 'deep', 'commitments', 'unite', 'country', 'grateful', 'honor', 'hour', 'mindful', 'consequential', 'times', 'live', 'determined', 'fulfill', 'oath', 'sworn', 'witnessed', 'gathering', 'duties', 'defined', 'words', 'history', 'half', 'century', 'america', 'defended', 'freedom', 'standing', 'watch', 'distant', 'borders', 'shipwreck', 'communism', 'years', 'relative', 'quiet', 'years', 'repose', 'years', 'sabbatical', 'day', 'fire', 'vulnerability', 'deepest', 'source', 'long', 'regions', 'world', 'simmer', 'resentment', 'tyranny', 'prone', 'ideologies', 'feed', 'hatred', 'excuse', 'murder', 'violence', 'gather', 'multiply', 'destructive', 'power', 'cross', 'defended', 'borders', 'raise', 'mortal', 'threat', 'force', 'history'] Speech # 610 [(6, 0.35369665919140936), (16, 0.24532068894900422), (20, 0.40060529336897399)] ['speaker', 'vice', 'president', 'cheney', 'members', 'congress', 'fellow', 'citizens', 'congress', 'gathers', 'elected', 'branches', 'government', 'share', 'great', 'privilege', 'office', 'votes', 'people', 'serve', 'tonight', 'privilege', 'share', 'newly', 'elected', 'leaders', 'afghanistan', 'palestinian', 'territories', 'ukraine', 'free', 'sovereign', 'iraq', 'weeks', 'ago', 'stood', 'steps', 'capitol', 'renewed', 'commitment', 'nation', 'guiding', 'ideal', 'liberty', 'evening', 'set', 'policies', 'advance', 'ideal', 'home', 'world', 'tonight', 'healthy', 'growing', 'economy', 'americans', 'back', 'work', 'nation', 'active', 'force', 'good', 'worldthe', 'state', 'union', 'confident', 'strong', 'generation', 'blessedby', 'expansion', 'opportunity', 'advances', 'medicine', 'security', 'purchased', 'parents', 'sacrifice', 'gray', 'mirroror', 'lot', 'grayand', 'watch', 'children', 'moving', 'adulthood', 'question', 'state', 'union', 'members', 'congress', 'choices', 'make', 'answer', 'question', 'months', 'issue', 'issue', 'americans', 'build', 'world'] Speech # 611 [(6, 0.38215094570809155), (12, 0.040231274943448275), (16, 0.28275376467553098), (20, 0.29452365810886821)] ['speaker', 'vice', 'president', 'cheney', 'members', 'congress', 'members', 'supreme', 'court', 'diplomatic', 'corps', 'distinguished', 'guests', 'fellow', 'citizens', 'today', 'nation', 'lost', 'beloved', 'graceful', 'courageous', 'woman', 'called', 'america', 'founding', 'ideals', 'carried', 'noble', 'dream', 'tonight', 'comforted', 'hope', 'glad', 'reunion', 'husband', 'long', 'ago', 'grateful', 'good', 'life', 'coretta', 'scott', 'king', 'time', 'im', 'invited', 'rostrum', 'im', 'humbled', 'privilege', 'mindful', 'history', 'weve', 'gathered', 'capitol', 'dome', 'moments', 'national', 'mourning', 'national', 'achievement', 'served', 'america', 'consequential', 'periods', 'history', 'honor', 'serve', 'system', 'parties', 'chambers', 'elected', 'branches', 'differences', 'debate', 'tough', 'debates', 'conducted', 'civil', 'tone', 'differences', 'allowed', 'harden', 'anger', 'confront', 'great', 'issues', 'act', 'spirit', 'goodwill', 'respect', 'anotherand', 'part', 'tonight', 'state', 'union', 'strong', 'make', 'stronger', 'decisive'] Speech # 612 [(6, 0.11056537840109272), (12, 0.13716238142075421), (16, 0.52544601738865604), (20, 0.22648572826168609)] ['tonight', 'high', 'privilege', 'distinct', 'honor', 'president', 'begin', 'state', 'union', 'message', 'words', 'madam', 'speaker', 'day', 'late', 'congressman', 'thomas', 'dalesandro', 'jr', 'baltimore', 'maryland', 'presidents', 'roosevelt', 'truman', 'rostrum', 'compare', 'sight', 'daughter', 'nancy', 'presiding', 'tonight', 'speaker', 'house', 'representatives', 'congratulations', 'madam', 'speaker', 'members', 'house', 'senate', 'tonight', 'pray', 'recovery', 'speedy', 'return', 'senator', 'tim', 'johnson', 'congressman', 'charlie', 'norwood', 'madam', 'speaker', 'vice', 'president', 'cheney', 'members', 'congress', 'distinguished', 'guests', 'fellow', 'citizens', 'rite', 'custom', 'brings', 'defining', 'hour', 'decisions', 'hard', 'courage', 'needed', 'enter', 'year', '2007', 'large', 'endeavors', 'underway', 'begin', 'asked', 'face', 'difficult', 'challenges', 'determined', 'enemies', 'wisdom', 'face', 'chamber', 'house', 'senate', 'congratulate', 'democrat', 'majority', 'congress', 'changed', 'responsibilities', 'guided', 'convictions', 'stay', 'faithful', 'held'] Speech # 613 [(6, 0.010960626151018804), (12, 0.12252938927370767), (16, 0.55010204106277383), (20, 0.31608830880926647)] ['madam', 'speaker', 'vice', 'president', 'cheney', 'members', 'congress', 'distinguished', 'guests', 'fellow', 'citizens', 'years', 'passed', 'stood', 'rostrum', 'time', 'country', 'tested', 'ways', 'imagined', 'faced', 'hard', 'decisions', 'peace', 'war', 'rising', 'competition', 'world', 'economy', 'health', 'welfare', 'citizens', 'issues', 'call', 'vigorous', 'debate', 'fair', 'weve', 'answered', 'call', 'history', 'record', 'amid', 'differences', 'acted', 'purpose', 'showed', 'world', 'power', 'resilience', 'american', 'selfgovernment', 'washington', 'carry', 'peoples', 'business', 'purpose', 'body', 'meaning', 'oath', 'remains', 'charge', 'actions', '110th', 'congress', 'affect', 'security', 'prosperity', 'nation', 'long', 'session', 'ended', 'election', 'year', 'show', 'fellow', 'americans', 'recognize', 'responsibilities', 'determined', 'meet', 'show', 'republicans', 'democrats', 'compete', 'votes', 'cooperate', 'results', 'time', 'expanding', 'opportunity', 'protecting', 'country', 'weve', 'made', 'good', 'progress', 'unfinished', 'business', 'american'] Speech # 614 [(16, 0.99935527199455909)] ['deputy', 'secretary', 'england', 'introduction', 'boss', 'laughter', 'kind', 'words', 'im', 'pleased', 'back', 'men', 'women', 'defense', 'department', 'day', '2003', 'united', 'states', 'began', 'operation', 'iraqi', 'freedom', 'campaign', 'unfolded', 'tens', 'thousands', 'troops', 'poured', 'iraqi', 'border', 'liberate', 'iraqi', 'people', 'remove', 'regime', 'threatened', 'free', 'nations', 'years', 'battle', 'understandable', 'debate', 'war', 'worth', 'fighting', 'fight', 'worth', 'winning', 'win', 'answers', 'clear', 'removing', 'saddam', 'hussein', 'power', 'decision', 'fight', 'america', 'win', 'men', 'women', 'crossed', 'iraq', '5', 'years', 'ago', 'removed', 'tyrant', 'liberated', 'country', 'rescued', 'millions', 'unspeakable', 'horrors', 'troops', 'today', 'american', 'people', 'proud', 'accomplishment', 'commander', 'chief', 'admiral', 'mullen', 'joint', 'chiefs', 'coming', 'secretary', 'donald', 'winter', 'navy', 'deputy', 'secretary', 'state', 'john', 'negroponte', 'admiral', 'thad', 'allen'] Speech # 615 [(16, 0.088540603119421593), (19, 0.34353843315515109), (20, 0.56744759094430575)] ['chairman', 'dean', 'great', 'friend', 'dick', 'durbin', 'fellow', 'citizens', 'great', 'nation', 'profound', 'gratitude', 'great', 'humility', 'accept', 'nomination', 'presidency', 'united', 'states', 'express', 'historic', 'slate', 'candidates', 'accompanied', 'journey', 'traveled', 'farthesta', 'champion', 'working', 'americans', 'inspiration', 'daughters', 'yourshillary', 'rodham', 'clinton', 'president', 'clinton', 'night', 'made', 'case', 'change', 'make', 'ted', 'kennedy', 'embodies', 'spirit', 'service', 'vice', 'president', 'united', 'states', 'joe', 'biden', 'grateful', 'finish', 'journey', 'finest', 'statesmen', 'time', 'man', 'ease', 'world', 'leaders', 'conductors', 'amtrak', 'train', 'takes', 'home', 'night', 'love', 'life', 'lady', 'michelle', 'obama', 'sasha', 'maliai', 'love', 'im', 'proud', 'years', 'ago', 'stood', 'told', 'storyof', 'union', 'young', 'man', 'kenya', 'young', 'woman', 'kansas', 'werent', 'welloff', 'wellknown', 'shared', 'belief', 'america', 'son', 'achieve', 'put'] Speech # 616 [(2, 0.042689924853607536), (6, 0.28569664082301582), (12, 0.36501336072962853), (19, 0.091259516525836235), (20, 0.21422635093963799)] ['doubts', 'america', 'place', 'things', 'wonders', 'dream', 'founders', 'alive', 'time', 'questions', 'power', 'democracy', 'tonight', 'answer', 'answer', 'told', 'lines', 'stretched', 'schools', 'churches', 'numbers', 'nation', 'people', 'waited', 'hours', 'hours', 'time', 'lives', 'believed', 'time', 'voice', 'difference', 'answer', 'spoken', 'young', 'rich', 'poor', 'democrat', 'republican', 'black', 'white', 'latino', 'asian', 'native', 'american', 'gay', 'straight', 'disabled', 'disabledamericans', 'message', 'world', 'collection', 'red', 'states', 'blue', 'states', 'united', 'states', 'america', 'answer', 'led', 'told', 'long', 'cynical', 'fearful', 'doubtful', 'achieve', 'put', 'hands', 'arc', 'history', 'bend', 'hope', 'day', 'long', 'time', 'coming', 'tonight', 'day', 'election', 'defining', 'moment', 'change', 'america', 'received', 'gracious', 'call', 'senator', 'mccain', 'fought', 'long', 'hard', 'campaign', 'hes', 'fought', 'longer', 'harder', 'country', 'loves', 'endured'] Speech # 617 [(6, 0.27042677165620321), (8, 0.28281362134228877), (16, 0.30112806524283664), (20, 0.14460086691192336)] ['fellow', 'citizens', 'years', 'honor', 'serve', 'president', 'decade', 'century', 'period', 'consequencea', 'time', 'set', 'tonight', 'thankful', 'heart', 'asked', 'final', 'opportunity', 'share', 'thoughts', 'journey', 'traveled', 'future', 'nation', 'days', 'world', 'witness', 'vitality', 'american', 'democracy', 'tradition', 'dating', 'back', 'founding', 'presidency', 'pass', 'successor', 'chosen', 'american', 'people', 'standing', 'steps', 'capitol', 'man', 'history', 'reflects', 'enduring', 'promise', 'land', 'moment', 'hope', 'pride', 'nation', 'join', 'americans', 'offering', 'wishes', 'presidentelect', 'obama', 'wife', 'michelle', 'beautiful', 'girls', 'tonight', 'filled', 'gratitudeto', 'vice', 'president', 'cheney', 'members', 'administration', 'laura', 'brought', 'joy', 'house', 'love', 'life', 'wonderful', 'daughters', 'barbara', 'jenna', 'parents', 'examples', 'provided', 'strength', 'lifetime', 'american', 'people', 'trust', 'prayers', 'lifted', 'spirits', 'countless', 'acts', 'courage', 'generosity', 'grace', 'witnessed', 'past', 'years'] Speech # 618 [(6, 0.66415905172521239), (19, 0.013691402202817652), (20, 0.068518472020055218), (24, 0.2527633054567614)] ['stand', 'today', 'humbled', 'task', 'grateful', 'trust', 'bestowed', 'mindful', 'sacrifices', 'borne', 'ancestors', 'president', 'bush', 'service', 'nation', 'generosity', 'cooperation', 'shown', 'transition', 'fortyfour', 'americans', 'presidential', 'oath', 'words', 'spoken', 'rising', 'tides', 'prosperity', 'waters', 'peace', 'oath', 'amidst', 'gathering', 'clouds', 'raging', 'storms', 'moments', 'america', 'carried', 'simply', 'skill', 'vision', 'high', 'office', 'people', 'remained', 'faithful', 'ideals', 'forbearers', 'true', 'founding', 'documents', 'generation', 'americans', 'midst', 'crisis', 'understood', 'nation', 'war', 'farreaching', 'network', 'violence', 'hatred', 'economy', 'badly', 'weakened', 'consequence', 'greed', 'irresponsibility', 'part', 'collective', 'failure', 'make', 'hard', 'choices', 'prepare', 'nation', 'age', 'homes', 'lost', 'jobs', 'shed', 'businesses', 'shuttered', 'health', 'care', 'costly', 'schools', 'fail', 'day', 'brings', 'evidence', 'ways', 'energy', 'strengthen', 'adversaries', 'threaten', 'planet', 'indicators', 'crisis'] Speech # 619 [(12, 0.25449874584492643), (16, 0.11651821132013646), (20, 0.62533091282658992)] ['madam', 'speaker', 'vice', 'president', 'members', 'congress', 'lady', 'united', 'statesshes', 'tonight', 'address', 'distinguished', 'men', 'women', 'great', 'chamber', 'speak', 'frankly', 'directly', 'men', 'women', 'americans', 'watching', 'state', 'economy', 'concern', 'rises', 'rightly', 'havent', 'personally', 'affected', 'recession', 'friend', 'neighbor', 'member', 'family', 'hear', 'list', 'statistics', 'economy', 'crisis', 'live', 'day', 'worry', 'wake', 'source', 'sleepless', 'nights', 'job', 'thought', 'youd', 'retire', 'lost', 'business', 'built', 'dreams', 'hanging', 'thread', 'college', 'acceptance', 'letter', 'child', 'put', 'back', 'envelope', 'impact', 'recession', 'real', 'economy', 'weakened', 'confidence', 'shaken', 'living', 'difficult', 'uncertain', 'times', 'tonight', 'american', 'rebuild', 'recover', 'united', 'states', 'america', 'emerge', 'stronger', 'weight', 'crisis', 'determine', 'destiny', 'nation', 'answers', 'problems', 'lie', 'reach', 'exist', 'laboratories', 'universities', 'fields', 'factories', 'imaginations'] Speech # 620 [(6, 0.74783246782509816), (8, 0.014897741979835325), (16, 0.11632596229726712), (20, 0.033832506011734813), (24, 0.084509393335196623)] ['good', 'afternoon', 'honored', 'timeless', 'city', 'cairo', 'hosted', 'remarkable', 'institutions', 'thousand', 'years', 'alazhar', 'stood', 'beacon', 'islamic', 'learning', 'century', 'cairo', 'university', 'source', 'egypts', 'advancement', 'represent', 'harmony', 'tradition', 'progress', 'im', 'grateful', 'hospitality', 'hospitality', 'people', 'egypt', 'im', 'proud', 'carry', 'good', 'american', 'people', 'greeting', 'peace', 'muslim', 'communities', 'country', 'assalaamu', 'alaykum', 'meet', 'time', 'great', 'tension', 'united', 'states', 'muslims', 'world', 'tension', 'rooted', 'historical', 'forces', 'current', 'policy', 'debate', 'relationship', 'islam', 'west', 'includes', 'centuries', 'coexistence', 'cooperation', 'conflict', 'religious', 'wars', 'recently', 'tension', 'fed', 'colonialism', 'denied', 'rights', 'opportunities', 'muslims', 'cold', 'war', 'muslimmajority', 'countries', 'treated', 'proxies', 'regard', 'aspirations', 'sweeping', 'change', 'brought', 'modernity', 'globalization', 'led', 'muslims', 'view', 'west', 'hostile', 'traditions', 'islam', 'violent', 'extremists'] Speech # 621 [(12, 0.25593156897765806), (20, 0.74364986869290317)] ['madam', 'speaker', 'vice', 'president', 'biden', 'members', 'congress', 'american', 'people', 'spoke', 'winter', 'nation', 'facing', 'worst', 'economic', 'crisis', 'great', 'depression', 'losing', 'average', '700000', 'jobs', 'month', 'credit', 'frozen', 'financial', 'system', 'verge', 'collapse', 'american', 'work', 'pay', 'bills', 'means', 'woods', 'full', 'vibrant', 'recovery', 'months', 'americans', 'seek', 'jobs', 'find', 'businesses', 'seek', 'capital', 'credit', 'thrive', 'responsible', 'homeowners', 'stay', 'homes', 'ultimate', 'goal', 'bold', 'decisive', 'action', 'weve', 'january', 'stand', 'confidence', 'pulled', 'economy', 'back', 'brink', 'members', 'body', 'efforts', 'support', 'months', 'whove', 'difficult', 'votes', 'put', 'path', 'recovery', 'american', 'people', 'patience', 'resolve', 'time', 'nation', 'clean', 'crises', 'build', 'future', 'tonight', 'return', 'speak', 'issue', 'central', 'future', 'issue', 'health', 'care', 'president', 'determined', 'century', 'theodore', 'roosevelt'] Speech # 622 [(12, 0.27866275778043065), (16, 0.025675466662833119), (20, 0.67821114591390308), (24, 0.017114495189006974)] ['madam', 'speaker', 'vice', 'president', 'biden', 'members', 'congress', 'distinguished', 'guests', 'fellow', 'americans', 'constitution', 'declares', 'time', 'time', 'president', 'give', 'congress', 'information', 'state', 'union', '220', 'years', 'leaders', 'fulfilled', 'duty', 'theyve', 'periods', 'prosperity', 'tranquility', 'theyve', 'midst', 'war', 'depression', 'moments', 'great', 'strife', 'great', 'struggle', 'tempting', 'back', 'moments', 'assume', 'progress', 'inevitable', 'america', 'destined', 'succeed', 'union', 'turned', 'back', 'bull', 'run', 'allies', 'landed', 'omaha', 'beach', 'victory', 'doubt', 'market', 'crashed', 'black', 'tuesday', 'civil', 'rights', 'marchers', 'beaten', 'bloody', 'sunday', 'future', 'times', 'tested', 'courage', 'convictions', 'strength', 'union', 'divisions', 'disagreements', 'hesitations', 'fears', 'america', 'prevailed', 'chose', 'move', 'forward', 'nation', 'people', 'tested', 'answer', 'historys', 'call', 'year', 'ago', 'office', 'amid', 'wars', 'economy', 'rocked', 'severe', 'recession'] >>>