Source: https://figshare.com/articles/SURGICAL_RESOURCES_latestmarch2016_xlsx/12066711 New file: za_hospital_resources.csv Steps to recreate: 1. Create new file with two sheets - one for public hospital information and one for private hospital information 2. Copy the primary table in each sheet into the relevant sheet in the new file (each province one under the other to create a single table in each sheet) 3. Insert column for province 4. Insert column for public/private 5. Remove secondary phone numbers for ease of analysis 6. Replace tel: with ‘ to keep 0 at beginning of phone numbers (some tel: has 1 space between colon and 0) 7. Remove spaces from phone numbers for ease of comparison later on 8. Remove coordinates for GP hospitals as it was for regions not individual hospitals 9. Change kz Matatiele Private hospital from EC private hospitals to ec Matatiele Private hospital (Googled to confirm it is in EC) 10. Change ns Mediclinic Kimberley to NC Mediclinic Kimberley 11. Remove preceding province code from hospital names with replace ^\w\w\s 12. Remove all districts with nil private hospitals 13. Remove coordinate columns (will add later) 14. Change column headers for public hospitals: PROVINCE,province REGION,region GPS,[removed] HOSPITAL TYPE,hosp_class HOSPITAL,hosp_name USABLE BEDS,beds_usable APPROVED BEDS,beds_approved USABLE SB,beds_surgical_usable APP SURG BEDS,beds_surgical_approved SURGEONS (QUAL),surgeons_qualified SURGEONS (UNQUAL),sugeons_unqualified THEATRES,theatres CONTACT,hosp_contact TYPE,hosp_type 12. Change column headers for private hospitals PROVINCE,province GPS,[removed] REGION,region HOSPITAL TYPE,hosp_class HOSPITAL,hosp_name USABLE BEDS,beds_usable USE SUR BED,beds_surgical_usable THEATRES,theatres TYPE,hosp_type 13. Combine private/public data into a single spreadsheet 14. Add columns for source_date_day, source_date_month, source_date_year to keep track of when data was last updated 15. Add source column with link to original dataset in Figshare 16. Add column for source_name, source_surname 17. Add column for source_email 18. Add column for source_phone 19. Export to za_hospital_resources.csv