[{"sector":"Energy","data":"South Africa: estimated installed capacity in MW of rooftop solar power by province by month in megawatts","google_link":"https:\/\/docs.google.com\/spreadsheets\/d\/1ML03nzKtoDI12gAegE-2GVnt4jp9it9VANpD2OKh_K8\/edit?gid=0#gid=0","updated":"","updated_by":"","next_updated":"2025-03-12","original_source":"Eskom National Transmission Company, Weekly Status Reports","table_for_data":"","notes":"","ease_to_update":"","useability":"","rank":""},{"sector":"Energy","data":"Energy availability factor (EAF) by week of the power stations run by South African electricity utility Eskom","google_link":"https:\/\/docs.google.com\/spreadsheets\/d\/1yFD7BhkDJD4pVSfbSF98hdFZjyZqEzIk-wBoYtEnDUk\/edit?gid=45082312#gid=45082312","updated":"","updated_by":"","next_updated":"2025-03-12","original_source":"Eskom National Transmission Company, Weekly Status Reports","table_for_data":"","notes":"","ease_to_update":"","useability":"","rank":""},{"sector":"Energy","data":"Cumulative total capacity in MW of private energy projects registered by province in South Africa","google_link":"https:\/\/docs.google.com\/spreadsheets\/d\/16_diBvfVhpzX4imnANM6AI_xpXT4KTa2Z6Ca-ZU9HQ4\/edit?gid=640288079#gid=640288079","updated":"","updated_by":"","next_updated":"2025-03-12","original_source":"Nersa","table_for_data":"","notes":"","ease_to_update":"","useability":"","rank":""},{"sector":"","data":"South Africa: Vessels arriving at ports","google_link":"https:\/\/docs.google.com\/spreadsheets\/d\/1baZeznzqXR1VUtLGoWI7hbROfBqQSmENhE_4tOE5K7E\/edit#gid=615589286","updated":"","updated_by":"Gemma Ritchie","next_updated":"2025-03-12","original_source":"https:\/\/www.transnetnationalportsauthority.net\/Commercial%20and%20Marketing\/Pages\/Port-Statistics.aspx","table_for_data":"","notes":"","ease_to_update":"","useability":"","rank":""},{"sector":"Enviroment","data":"Water level in four key dams that supply Gauteng","google_link":"https:\/\/docs.google.com\/spreadsheets\/d\/1N29vczssjDnyudSZ5oSeieDvdD-4cP4ZKx8l6_lKIRU\/edit?gid=1705625856#gid=1705625856","updated":"","updated_by":"Gemma Ritchie","next_updated":"2025-03-17","original_source":"https:\/\/www.dws.gov.za\/hydrology\/Weekly\/Weekly.pdf","table_for_data":"","notes":"","ease_to_update":"","useability":"","rank":""},{"sector":"Economy","data":"Consumer Prices Dashboard    ","google_link":"https:\/\/docs.google.com\/spreadsheets\/d\/e\/2PACX-1vSFbYCCtOsgeYFo2kf5Rw2mEfLz3X7jbt7i01v88iOkuwdN3QixCWBPzkpsVCN6i_SmO6EpWVCqHNNl\/pub?gid=1407480424","updated":"2024-02-21","updated_by":"Gemma Ritchie","next_updated":"2025-03-19","original_source":"https:\/\/www.statssa.gov.za\/?page_id=1847","table_for_data":"","notes":"CPI Average Prices All urban (202401).zip","ease_to_update":"","useability":"","rank":""},{"sector":"Economy","data":"CPI: South Africa","google_link":"https:\/\/docs.google.com\/spreadsheets\/d\/1rkd_tr-NvhypQcRvlW2H3Q2lRg6IhvROqZr8Y1bHUVs\/edit#gid=747727010","updated":"2023-09-20","updated_by":"Gemma Ritchie","next_updated":"2025-03-19","original_source":"https:\/\/www.statssa.gov.za\/?page_id=1866&PPN=P0141&SCH=73402","table_for_data":"Table B2 \u2013 CPI headline year-on-year rates","notes":"","ease_to_update":"5","useability":"3","rank":"3\/5"},{"sector":"Economy","data":"Solar panels imported from China","google_link":"https:\/\/docs.google.com\/spreadsheets\/d\/12VTF1YXBmfskzKGnqDE6SJdSTxowJBTZ\/edit#gid=1909241467","updated":"2023-10-12","updated_by":"Gemma Ritchie","next_updated":"2025-03-20","original_source":"https:\/\/ember-climate.org\/data-catalogue\/china-solar-pv-exports\/","table_for_data":"","notes":"Data from excell spreadsheet attached to report. The data is updated at the end of each month","ease_to_update":"5","useability":"5","rank":"5\/5"},{"sector":"Economy","data":"South Africa: Occupancy rate in the accommodation industry    ","google_link":"https:\/\/docs.google.com\/spreadsheets\/d\/158kmyJQkxmM9qYys9Q7VfD1uzM8NdD2t\/edit#gid=1529025461","updated":"2924-02-20","updated_by":"Gemma Ritchie","next_updated":"2025-03-25","original_source":"Statsa","table_for_data":"","notes":"","ease_to_update":"","useability":"","rank":""},{"sector":"Economy","data":"Passenger Rail Journeys","google_link":"https:\/\/docs.google.com\/spreadsheets\/d\/1WRLoqX88qGcrbuk_tbG1ebigwLuLgrAC7LLWJzUGrJI\/edit#gid=0","updated":"2023-09-26","updated_by":"Gemma Ritchie","next_updated":"2025-03-25","original_source":"https:\/\/www.statssa.gov.za\/?page_id=1866&PPN=P7162&SCH=73409","table_for_data":"","notes":"","ease_to_update":"5","useability":"3","rank":"3\/5"},{"sector":"Transport","data":"South Africa: Moving freight by truck and rail    ","google_link":"https:\/\/docs.google.com\/spreadsheets\/d\/1ynl6Jt03DvGhj7ikcLWhCCTOiCdDmFrV_nxN1Ose7gI\/edit#gid=0","updated":"2024-02-19","updated_by":"Gemma Ritchie","next_updated":"2025-03-25","original_source":"Statsa","table_for_data":"","notes":"","ease_to_update":"","useability":"","rank":""},{"sector":"Economy","data":"Total visitors arriving in South Africa annually ","google_link":"https:\/\/docs.google.com\/spreadsheets\/d\/e\/2PACX-1vRLRFtGD2b3hkuZhPiCCOw8YmwTlWmTSDbaJZLvQVZpgIvxHGw8FBZ2xMJ8y4vKjQDLlVq_QULKaWdk\/pub?gid=1096614771","updated":"2023-11-01","updated_by":"Gemma Ritchie","next_updated":"2025-03-25","original_source":"https:\/\/www.statssa.gov.za\/?page_id=1866&PPN=P0351&SCH=73532","table_for_data":"","notes":"It's a calculation for 2023. Use the number found on 3.3 Annexure C \u2013 Number of tourists by country of residence and purpose of visit","ease_to_update":"5","useability":"3","rank":"3\/5"},{"sector":"Economy","data":"Total visitors arriving in South Africa monthly ","google_link":"https:\/\/docs.google.com\/spreadsheets\/d\/e\/2PACX-1vRLRFtGD2b3hkuZhPiCCOw8YmwTlWmTSDbaJZLvQVZpgIvxHGw8FBZ2xMJ8y4vKjQDLlVq_QULKaWdk\/pub?gid=772721457","updated":"2023-11-01","updated_by":"Gemma Ritchie","next_updated":"2025-03-25","original_source":"https:\/\/www.statssa.gov.za\/?page_id=1866&PPN=P0351&SCH=73532","table_for_data":"","notes":"3.3 Annexure C \u2013 Number of tourists by country of residence and purpose of visit","ease_to_update":"5","useability":"3","rank":"3\/5"},{"sector":"Economy","data":"Cost of a basket of food items compared with the national minimum wage in South 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piston engine and electric motor as motors for propulsion, capable of being charged by plugging to external source of electric power: and H870380: Other vehicles, with only electric motor for propulsion: Region: World, Asia and Europe","ease_to_update":"5","useability":"3","rank":"3\/5"},{"sector":"Energy","data":"Renewable Power: Angola","google_link":"https:\/\/docs.google.com\/spreadsheets\/d\/1cz_Q0_-Lv8IIpYCOp99Lj3h4sor76YYfBgiUOSJ9TVc\/edit#gid=856008376","updated":"2023-08-09","updated_by":"Gemma Ritchie","next_updated":"2025-03-31","original_source":"https:\/\/ember-climate.org\/countries-and-regions\/regions\/africa\/","table_for_data":"","notes":"Download data for aboslute generation yearly","ease_to_update":"5","useability":"3","rank":"3\/5"},{"sector":"Energy","data":"Renewable Power: Kenya","google_link":"https:\/\/docs.google.com\/spreadsheets\/d\/1cz_Q0_-Lv8IIpYCOp99Lj3h4sor76YYfBgiUOSJ9TVc\/edit#gid=856008376","updated":"2023-08-09","updated_by":"Gemma 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'registered entities'","notes":"Data is updated at the start of each month","ease_to_update":"5","useability":"5","rank":"5\/5"},{"sector":"Energy","data":"Registered Energy Projects: South Africa","google_link":"https:\/\/docs.google.com\/spreadsheets\/d\/16_diBvfVhpzX4imnANM6AI_xpXT4KTa2Z6Ca-ZU9HQ4\/edit#gid=1345246751","updated":"2023-10-04","updated_by":"Gemma Ritchie","next_updated":"2025-04-01","original_source":"https:\/\/www.nersa.org.za\/electricity-overview\/electricity-registration\/","table_for_data":"Registered entities","notes":"","ease_to_update":"5","useability":"5","rank":"5\/5"},{"sector":"Economy","data":"Nersa New Generation Projects monthly    ","google_link":"https:\/\/docs.google.com\/spreadsheets\/d\/16_diBvfVhpzX4imnANM6AI_xpXT4KTa2Z6Ca-ZU9HQ4\/edit#gid=80881948","updated":"2024-02-26","updated_by":"Gemma 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inland","ease_to_update":"5","useability":"3","rank":"3\/5"},{"sector":"Governance","data":"South Africa: Salaries of the President, Deputy President, speaker and opposition leaders","google_link":"https:\/\/docs.google.com\/spreadsheets\/d\/1XutKPHKI7xhgNXlVBha7boh9pJKAWXER_Mt0j7W1LI0\/edit#gid=1099678740","updated":"2024-06-20","updated_by":"Gemma Ritchie","next_updated":"2025 April","original_source":"Independent Commission for the remuneration of public office bearers","table_for_data":"","notes":"","ease_to_update":"","useability":"","rank":""},{"sector":"Governance","data":"South Africa: Salaries of MPs","google_link":"https:\/\/docs.google.com\/spreadsheets\/d\/1XutKPHKI7xhgNXlVBha7boh9pJKAWXER_Mt0j7W1LI0\/edit?gid=410743845#gid=410743845","updated":"2024-06-12","updated_by":"Gemma Ritchie","next_updated":"2025 April","original_source":"Independent Commission for the remuneration of public office 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2.3","notes":"","ease_to_update":"","useability":"","rank":""},{"sector":"Economy","data":"South Africa: Provincial labour force participation","google_link":"https:\/\/docs.google.com\/spreadsheets\/d\/1EZq26mH25upDMVHoaOpbV8xMsb6jHPN6h80Qrp74Hzk\/edit?gid=937210747#gid=937210747","updated":"2024-08-15","updated_by":"Gemma Ritchie","next_updated":"2025-05-13","original_source":"https:\/\/www.statssa.gov.za\/?page_id=1866&PPN=P0211&SCH=73893","table_for_data":"Table 2.3","notes":"","ease_to_update":"","useability":"","rank":""},{"sector":"Economy","data":"South Africa: Provincial unemployment rate","google_link":"https:\/\/docs.google.com\/spreadsheets\/d\/1I1gKR1x1fYN1jfgz4gMrFv3UOYLuF1l-F3HHHGpbOeE\/pub?gid=27936387","updated":"2024-08-13","updated_by":"Gemma Ritchie","next_updated":"2025-05-13","original_source":"https:\/\/www.statssa.gov.za\/?page_id=1866&PPN=P0211&SCH=73893","table_for_data":"Table 2.3","notes":"","ease_to_update":"","useability":"","rank":""},{"sector":"Economy","data":"South Africa: Unemployment rate by education status","google_link":"https:\/\/docs.google.com\/spreadsheets\/d\/1oHDHbMHwI2gt0J30Ih4IcBE0KPe50ssw43mHcc-LbVI\/edit?gid=0#gid=0","updated":"2024-08-15","updated_by":"Gemma Ritchie","next_updated":"2025-05-13","original_source":"https:\/\/www.statssa.gov.za\/?page_id=1866&PPN=P0211&SCH=73893","table_for_data":"","notes":"Data found in the report","ease_to_update":"","useability":"","rank":""},{"sector":"Economy","data":"South Africa: Unemployment rate by metro","google_link":"https:\/\/docs.google.com\/spreadsheets\/d\/17NQFRGYB581yDvKYkUqV2KB1earM_ADsLt2AqHdJbAs\/pub?gid=906367322","updated":"2024-08-16","updated_by":"Gemma Ritchie","next_updated":"2025-05-13","original_source":"https:\/\/www.statssa.gov.za\/?page_id=1866&PPN=P0211&SCH=73893","table_for_data":"Table 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Open it in Google Sheets and change the font colour from white to black.","notes":"Collected from the South African Police Service Crime Statistics","ease_to_update":"","useability":"","rank":""},{"sector":"Crime","data":"South Africa: Provincial murder data","google_link":"https:\/\/docs.google.com\/spreadsheets\/d\/1k9GVlgfJKzZdJWD97KJx7Lafsa5EQyhWjIn2g5uwYlY\/edit?gid=0#gid=0","updated":"","updated_by":"Gemma Ritchie","next_updated":"2025-05-23","original_source":"https:\/\/www.saps.gov.za\/services\/crimestats.php","table_for_data":"Use Raw Data (hidden tab) from downloaded Crime Stats spreadsheet. Open it in Google Sheets and change the font colour from white to black.","notes":"Collected from the South African Police Service Crime Statistics","ease_to_update":"","useability":"","rank":""},{"sector":"Crime","data":"Murders","google_link":"https:\/\/docs.google.com\/spreadsheets\/d\/1jtct403xhKLmqG2Rbba7PIUB5imtahT7U2hW035sa20\/edit#gid=0","updated":"2023-11-17","updated_by":"Gemma Ritchie","next_updated":"2025-05-23","original_source":"https:\/\/www.saps.gov.za\/services\/crimestats.php","table_for_data":"","notes":"Raw Data in Crime Stats Download","ease_to_update":"5","useability":"5","rank":"5\/5"},{"sector":"Crime","data":"Murders \u2013 Children","google_link":"https:\/\/docs.google.com\/spreadsheets\/d\/1zsR7Ma7tH_gNVOlRHKoYLjJ3PZFjbXPN0y4Y2tpptb8\/edit#gid=0","updated":"2023-11-17","updated_by":"Gemma Ritchie","next_updated":"2025-05-23","original_source":"https:\/\/www.saps.gov.za\/services\/crimestats.php","table_for_data":"","notes":"Crime Stats 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Fatalities","google_link":"https:\/\/docs.google.com\/spreadsheets\/d\/e\/2PACX-1vSuDLnKg9Kbtt8QWfQNlsXSdLpRnAyEhG-i5dgSlv85jBoz-Xe4gBvRn26YOycBu4XxE8UPmJxFbnIG\/pub?gid=147503438","updated":"2024-08-06","updated_by":"Gemma Ritchie","next_updated":"2025-05-31","original_source":"https:\/\/www.knbs.or.ke\/wp-content\/uploads\/2024\/05\/2024-Economic-Survey.pdf","table_for_data":"Table 13.6 Reported road fatalities","notes":"","ease_to_update":"","useability":"","rank":""},{"sector":"Governance","data":"Number of police employed by the South African Police Service by year","google_link":"","updated":"","updated_by":"","next_updated":"June 2025","original_source":"South African Police Service annual reports","table_for_data":"","notes":"","ease_to_update":"","useability":"","rank":""},{"sector":"Economy","data":"Number of people employed in 6 South African mining sectors","google_link":"","updated":"","updated_by":"","next_updated":"June 2025","original_source":"Department of Mineral 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