Unmapped Labs

The catalogue

314 datasets South Africa is missing

Every dataset on our survey plan, across 20 sectors. Each one is published somewhere today: in PDFs, gazettes, registers or council websites, but not as data you can use. We’re building all of them, and keeping them current. Tell us which you need, and it moves up the list.

Energy 23

  1. UM-001In development

    Municipal electricity tariffs

    Electricity tariffs for every licensed distributor (Eskom and each municipality) by customer category, with effective dates and history.

    AnnualOfficial prices and feesFor solar installers, energy advisers, property managers and businesses

  2. UM-004Researching

    Energy-project registry

    Generation and storage projects with technology, capacity, location, owner and stage, from licences, authorisations and programme results.

    MonthlyRegulator registersFor developers, lenders, engineering firms and energy traders

  3. UM-007Planned

    Fuel prices by zone and grade

    Official monthly pump prices for petrol, diesel, paraffin and LPG in every fuel-pricing zone, with the full price build-up and history.

    MonthlyOfficial prices and feesFor fleets, logistics firms, fuel retailers and economists

  4. UM-008Planned

    Hourly grid carbon intensity

    Grams of CO2 per kWh for every hour, derived from the national generation mix, alongside the official annual grid emission factor.

    HourlyOpen government dataFor corporates reporting emissions, data centres and EV fleets

  5. UM-009Planned

    Municipal debt to Eskom and water boards

    Overdue amounts each municipality owes Eskom and each water board, with payment-arrangement status, from official replies and reports.

    QuarterlyPublished reportsFor banks, rating agencies, municipal suppliers and power producers

  6. UM-010PlannedOpen data

    Solar, inverter, battery and generator imports

    Monthly import values and volumes of solar panels, inverters, batteries and generators by tariff code and country of origin.

    MonthlyOpen government dataFor distributors, manufacturers, banks and investors

  7. UM-011Planned

    Wholesale electricity market prices

    Clearing prices and traded volumes from South Africa's new wholesale electricity market, by hour and day, once trading starts.

    HourlyPublished reportsFor licensed traders, power producers, large users and lenders

  8. UM-012Planned

    Electricity supply-area map

    Which distributor supplies each area or property (Eskom, a municipality or a private network), as a national map layer.

    QuarterlyRegulator registersFor solar installers, tariff tools, property platforms and insurers

  9. UM-013Planned

    Filling station register

    Filling stations with brand, location and services, plus retail and site licence applications from published notices.

    MonthlyCompany disclosuresFor oil companies, convenience retailers, landlords and EV developers

  10. UM-014Planned

    Power-station availability and outages

    Availability, breakdowns and planned outages for each Eskom power station and unit, archived over time from public status reports.

    DailyPublished reportsFor energy traders, coal and diesel suppliers, analysts and lenders

  11. UM-015Planned

    Piped-gas maximum prices and tariffs

    Regulated maximum piped-gas prices and gas transmission tariffs from each regulator decision, as a time series.

    QuarterlyOfficial prices and feesFor industrial gas users, gas traders and energy advisers

  12. UM-016Planned

    Town to fuel-pricing zone lookup

    Every town and place name matched to its official fuel-pricing zone code and zone differential, kept in step with the monthly schedules.

    MonthlyOfficial prices and feesFor fleets, fuel retailers, tender pricers and app builders

  13. UM-017Planned

    Fuel sales volumes by product and province

    Litres of petrol, diesel, jet fuel, paraffin and LPG sold, by product and province, as a monthly series.

    MonthlyPublished reportsFor fuel retailers, investors, logistics firms and economists

  14. UM-018Planned

    Eskom system data with full history

    Hourly national demand, generation by fuel type, gas-turbine use and outage factors, as one continuous history behind an API.

    HourlyOpen government dataFor energy traders, battery operators, analysts and media

  15. UM-019Planned

    Southern African Power Pool market prices

    Day-ahead, intra-day and forward clearing prices and volumes from the regional power pool, as a clean monthly series.

    MonthlyPublished reportsFor traders, power producers, regional utilities and lenders

  16. UM-020Planned

    Private power-purchase deal tracker

    Who buys power from whom: offtaker, trader, technology, capacity, annual energy, term and financial close, from public announcements.

    WeeklyCompany disclosuresFor traders, power producers, lenders and corporate energy buyers

  17. UM-021Planned

    Municipal electricity losses and sales

    Units bought against units sold, and technical and non-technical losses, for each licensed electricity distributor by year.

    AnnualPublished reportsFor smart-meter firms, revenue-protection firms and consultants

  18. UM-022Planned

    Renewable energy certificates issued

    Renewable energy certificates issued and redeemed for each South African facility and period, from the public registry.

    MonthlyRegulator registersFor corporates buying certificates, traders and auditors

  19. UM-023PlannedOpen data

    National energy balances

    Supply and use of every energy carrier by sector and year, as one clean series.

    AnnualOpen government dataFor energy modellers, consultants, development lenders and universities

  20. UM-024PlannedOpen data

    Electrification backlog and free basic electricity

    Unelectrified households, free basic electricity recipients and monthly allowances for each municipality, by year.

    AnnualOpen government dataFor off-grid solar firms, LPG distributors, lenders and NGOs

  21. UM-025Planned

    Fuel storage and import terminals

    Fuel terminals, depots and refineries with capacity, products handled, owner and operating status.

    QuarterlyCompany disclosuresFor fuel traders, importers, logistics firms and investors

  22. UM-026Planned

    Fuel price adjustment forecast

    A daily modelled estimate of next month's fuel price adjustment for each grade, from published oil prices, exchange rates and the official formula.

    DailyOfficial prices and feesFor fleets, fuel retailers, media and treasury teams

  23. UM-027Planned

    Transmission and distribution network map

    Power lines and substations with voltage and owner as a map layer, compiled from published grid plans and capacity reports.

    AnnualPublished reportsFor project developers, engineering firms, insurers and planners

Water 13

  1. UM-006Researching

    Water quality by treatment works

    Blue, Green and No Drop scores and compliance results for each water and wastewater treatment works, as a series.

    AnnualPublished reportsFor insurers, property investors, municipalities and food producers

  2. UM-028PlannedOpen data

    Dam levels with full history

    Weekly storage for every major dam, water supply system and water management area, back-filled and served by an API.

    WeeklyOpen government dataFor farmers, insurers, utilities, commodity traders and media

  3. UM-029PlannedOpen data

    River flows and gauging stations

    Daily flows and water levels at each river gauging station, with station details and data gaps flagged.

    DailyOpen government dataFor flood insurers, engineers, farmers and researchers

  4. UM-030Planned

    Bulk water and sewer capacity by area

    Spare capacity at water and wastewater treatment works and bulk mains, shown as a constraint on new development by area.

    AnnualPublished reportsFor property developers, town planners and banks

  5. UM-031Planned

    Water-board bulk water tariffs

    Bulk potable water tariffs charged by each water board, by year and customer type, with history.

    AnnualOfficial prices and feesFor municipal analysts, rating agencies, mines and large water users

  6. UM-032Planned

    Raw water charges by catchment and scheme

    Raw water use charges by catchment and sector, plus infrastructure and irrigation charges per government scheme and water user association.

    AnnualOfficial prices and feesFor irrigators, mines, industry, farm lenders and valuers

  7. UM-033Planned

    Water restrictions by municipality

    Current water restriction level, allowed uses, penalties and effective dates for each municipality, with drought declarations.

    WeeklyMunicipal documentsFor insurers, landscapers, pool firms, property managers and hotels

  8. UM-034Planned

    Drought index by catchment and municipality

    Monthly rainfall anomalies and standardised drought indices for each water management area and municipality, from satellite rainfall.

    MonthlyOpen government dataFor farm lenders, insurers, commodity traders and NGOs

  9. UM-035Planned

    Town to bulk water supply mapping

    Which dams, schemes and boreholes supply each town, linked to current storage levels.

    WeeklyPublished reportsFor insurers, factories choosing sites, property investors and banks

  10. UM-036Planned

    Dam safety register

    Registered dams with size class, hazard rating, safety category, last safety evaluation date and owner type.

    AnnualRegulator registersFor insurers, lenders, engineers and downstream property owners

  11. UM-037Planned

    Water user associations and irrigation boards

    Each water user association and irrigation board with its area, scheme, water quotas and annual charges, at association level.

    AnnualGazettesFor farm lenders, farm valuers and agricultural consultants

  12. UM-038Planned

    Desalination, reuse and private treatment plants

    Desalination, water reuse and private water treatment plants with capacity, technology, operator and project status.

    QuarterlyPublished reportsFor equipment suppliers, investors and water consultants

  13. UM-039Planned

    Mine water and acid drainage treatment

    Volumes of mine water pumped and treated, and water quality, for each Witwatersrand basin and treatment plant.

    QuarterlyPublished reportsFor water investors, regulators, consultants and NGOs

Environment and climate 23

  1. UM-040Planned

    EPR (recycling) fees by scheme

    Producer responsibility fees per tonne or kilogram for each recycling scheme and material class, with history.

    AnnualOfficial prices and feesFor brand owners, importers, retailers and compliance consultants

  2. UM-041Planned

    Carbon-tax exposure by listed company

    Modelled carbon-tax liability for each listed company from disclosed direct emissions, tax allowances and the legislated rate path.

    AnnualCompany disclosuresFor asset managers, banks and equity analysts

  3. UM-042Planned

    Company carbon budgets and sector targets

    Carbon budgets allocated to companies and emission targets set for sectors under the Climate Change Act, with compliance status.

    As publishedGazettesFor large emitters, investors, lenders and consultants

  4. UM-043Planned

    Landfill sites, gate fees and airspace

    Every licensed landfill, transfer station and hazardous waste site, with gate fees by waste type, accepted waste and remaining airspace.

    AnnualMunicipal documentsFor waste contractors, builders, mines, retailers and recycling schemes

  5. UM-044Planned

    Flood lines by property

    1:50 and 1:100 year flood lines from municipal and provincial studies, harmonised nationally and joined to property parcels.

    AnnualMunicipal documentsFor insurers, banks, property developers and municipalities

  6. UM-045Planned

    Wildfire history and burnt areas by property

    Satellite fire detections and burnt-area history joined to properties and farms, with a daily alert feed.

    DailyOpen government dataFor insurers, forestry firms, farms and power-line owners

  7. UM-046Planned

    Environmental sensitivity by property

    Every national environmental screening theme (biodiversity, water, heritage, agriculture and more) pre-computed for each property.

    QuarterlyOpen government dataFor developers, environmental consultants, renewable developers and banks

  8. UM-047Planned

    Company climate and ESG disclosures

    Scope 1 to 3 emissions, energy, water and waste for each listed company, standardised from annual and sustainability reports.

    AnnualCompany disclosuresFor asset managers, banks, ESG raters and procurement teams

  9. UM-048Planned

    Severe-weather warnings archive

    Every official impact-based weather warning as a map area by municipality and date, kept as a searchable history.

    DailyOpen government dataFor insurers, farmers, event organisers and logistics firms

  10. UM-049Planned

    Physical climate-risk score per property

    A composite flood, fire, coastal, heat, hail and drought risk score for each property, built from the hazard layers in this catalogue.

    AnnualOpen government dataFor banks, insurers, property funds and mortgage originators

  11. UM-050Planned

    Hail and severe-storm events

    Dated hail and severe-storm events with affected area and severity, compiled from provincial disaster records and public reports.

    As publishedPublished reportsFor insurers, vehicle dealers, solar-asset insurers and farmers

  12. UM-051Planned

    Disaster declarations register

    Every national, provincial and local disaster classification and declaration, with hazard, affected municipalities, dates and gazette link.

    WeeklyGazettesFor insurers, farm lenders, NGOs and emergency contractors

  13. UM-052Planned

    Recycling tonnages by material

    Tonnes collected and recycled per material and year, compiled from each recycling scheme's and industry body's annual reports.

    AnnualPublished reportsFor recycling schemes, brand owners, investors and consultants

  14. UM-053Planned

    Coastal management and coastal risk lines

    Gazetted coastal management lines and climate-scenario coastal flood and erosion lines, joined to property parcels.

    AnnualGazettesFor coastal developers, insurers, banks and municipalities

  15. UM-054PlannedOpen data

    Protected and conservation areas

    Protected and conservation area boundaries with type and proclamation details, and a quarterly change log, served by an API.

    QuarterlyOpen government dataFor developers, miners, renewable developers and environmental consultants

  16. UM-055PlannedOpen data

    National land cover map

    National land cover classes (cropland, plantations, built-up land, water and more) as a map layer, with change between editions.

    As publishedOpen government dataFor developers, miners, renewable developers and farmers

  17. UM-056Planned

    Fire protection associations register

    Registered fire protection associations with their areas, organisation contacts and registration status.

    AnnualRegulator registersFor insurers, landowners and municipalities

  18. UM-057Planned

    Producer membership of recycling schemes

    Which producers belong to which extended producer responsibility scheme, by sector, from published scheme member lists.

    QuarterlyCompany disclosuresFor recycling schemes, compliance consultants and retailers

  19. UM-058Planned

    Carbon offset projects and credits

    South African carbon offset projects on international registries, with credits issued, retired and used against carbon tax.

    MonthlyRegulator registersFor carbon-tax payers, project developers, brokers and auditors

  20. UM-059Planned

    Waste management licences

    Licensed waste activities with holder, facility, waste types, licensing authority, date and status.

    QuarterlyRegulator registersFor waste generators, waste brokers, consultants and lenders

  21. UM-060Planned

    Environmental compliance and enforcement actions

    Compliance notices, directives, administrative fines and prosecutions under environmental law, recorded at facility level.

    QuarterlyPublished reportsFor lenders, investors, ESG raters and consultants

  22. UM-061PlannedOpen data

    Threatened species and occurrence records

    Red List status for South African species plus openly licensed occurrence records, with sensitive locations masked.

    QuarterlyOpen government dataFor environmental consultants, developers and researchers

  23. UM-062PlannedOpen data

    Long-term environmental observations

    Ecological, ocean and climate observation series from the national environmental observation network, in one consistent format.

    As publishedOpen government dataFor researchers, insurers, aquaculture firms and consultants

Mining and resources 7

  1. UM-063Planned

    Operating mines and quarries register

    Every operating mine and quarry with commodity, operator, location, mine type and status, refreshed from official lists and company reports.

    QuarterlyOpen government dataFor mining suppliers, logistics firms, insurers, lenders and analysts

  2. UM-064Planned

    Mine-level production, costs and reserves

    Production, grades, unit costs, reserves and employment for each mine and shaft, standardised from company disclosures.

    As publishedCompany disclosuresFor analysts, lenders, mining suppliers and consultants

  3. UM-065Planned

    Tailings and mine residue deposits

    Tailings dams and mine dumps with location, size, status, safety category, public safety disclosures and reprocessing potential.

    AnnualCompany disclosuresFor insurers, lenders, communities and tailings reprocessors

  4. UM-066Planned

    Smelters and processing plants status

    Smelters and processing plants with capacity and running, idle or closed status, tracked from announcements and official lists.

    MonthlyCompany disclosuresFor commodity traders, energy analysts, logistics firms and lenders

  5. UM-067PlannedOpen data

    Mineral exports by commodity and destination

    Monthly export volumes and values for each mineral, by port and destination country.

    MonthlyOpen government dataFor commodity traders, logistics firms, analysts and government

  6. UM-068Planned

    Mineral royalties by mineral and company

    Royalties paid by mineral and by listed company, with the applicable rates, as an annual series.

    AnnualPublished reportsFor analysts, investors and policy researchers

  7. UM-069Planned

    Mine safety incidents and stoppages

    Fatalities, injuries and safety stoppage instructions for each mine over time, as counts only.

    MonthlyPublished reportsFor investors, insurers, unions and lenders

Property and land 24

  1. UM-002In development

    Water, sanitation, refuse and property rates

    Water, sanitation and refuse tariffs and property rates by category for each municipality, structured from budget tariff schedules.

    AnnualMunicipal documentsFor property managers, landlords, developers and businesses

  2. UM-005Researching

    Zoning rules and development charges

    Normalised zoning-scheme rules per zone (permitted uses, coverage, height, parking) and development charges for each municipality.

    As publishedMunicipal documentsFor developers, architects, town planners and property investors

  3. UM-070Planned

    Sectional title schemes and estates

    Sectional title schemes, estates and retirement villages with location, unit counts and scheme type, from valuation rolls and public records.

    QuarterlyMunicipal documentsFor body-corporate insurers, managing agents, lenders and installers

  4. UM-071Planned

    Land restitution claims by property

    Every gazetted restitution claim notice, amendment and withdrawal keyed to farm or erf, with claim status and no claimant names.

    WeeklyGazettesFor conveyancers, banks, farm lenders, farm buyers and developers

  5. UM-072Planned

    Open national address points

    Street address points matched to erf and suburb, built from municipal and open sources under an open licence.

    MonthlyOpen government dataFor couriers, insurers, banks, online retailers and utilities

  6. UM-073Planned

    Property parcels and survey diagram index

    Every erf and farm parcel with its Surveyor-General code and diagram reference, linked to municipality and address.

    MonthlyOpen government dataFor property tech firms, surveyors, utilities, banks and insurers

  7. UM-074PlannedOpen data

    Aerial imagery and topographic maps

    National aerial photo mosaics, historical aerial photography and topographic vector maps, indexed and served as map tiles.

    As publishedOpen government dataFor insurers, property tech firms, solar firms, farmers and municipalities

  8. UM-075PlannedOpen data

    Heritage sites and protected properties

    Declared and graded heritage sites, provincial registers and municipal heritage overlay zones, linked to property parcels.

    MonthlyOpen government dataFor developers, architects, planners and conveyancers

  9. UM-076Planned

    Subsidised and social housing projects

    Subsidised, gap-market and social housing projects by municipality, with units, budget, contractor and stage.

    QuarterlyPublished reportsFor contractors, materials suppliers, banks and NGOs

  10. UM-077Planned

    Tax incentive and restructuring zones

    Urban development zones, special economic zones, priority housing areas and restructuring zones as map boundaries.

    As publishedGazettesFor developers, tax advisers, banks and social-housing investors

  11. UM-078Planned

    OpenStreetMap layers for South Africa

    Buildings, roads, points of interest and land use from OpenStreetMap as clean national layers, refreshed daily.

    DailyOpen government dataFor mapping, logistics, property and location analytics teams

  12. UM-079Planned

    Listed property portfolios

    Every property held by listed property funds, with address, sector, lettable area, valuation, vacancy, and purchases and sales.

    As publishedCompany disclosuresFor brokers, analysts, tenant advisers and lenders

  13. UM-080Planned

    Shopping centre register

    Every shopping centre with lettable area, type, anchor tenants, owner and opening year.

    QuarterlyCompany disclosuresFor retailers, landlords, brokers, banks and media agencies

  14. UM-081Planned

    Commercial property vacancy and rents

    Office, retail and industrial vacancy rates and asking rents by node and grade, compiled from published market research.

    QuarterlyPublished reportsFor landlords, brokers, banks and tenant advisers

  15. UM-082Planned

    Expropriation notices by property

    Notices of intended and completed expropriation for roads, municipal and state projects, by property parcel.

    WeeklyGazettesFor banks, investors, conveyancers and risk analysts

  16. UM-083Planned

    Township proclamations

    Newly proclaimed townships and extensions with erf counts and dates, from provincial gazettes and municipal notices.

    WeeklyGazettesFor utilities, fibre firms, retailers, builders' merchants and developers

  17. UM-084Planned

    New residential development pipeline

    New and off-plan residential projects with developer, units, price band, phase and expected completion.

    MonthlyCompany disclosuresFor banks, bond originators, builders' merchants and fibre firms

  18. UM-085Planned

    Informal settlements atlas

    Boundaries, estimated households and services for each informal settlement, kept current from official and satellite sources.

    AnnualOpen government dataFor municipalities, utilities, insurers, telecoms firms and NGOs

  19. UM-086Planned

    Municipal land sales and leases

    Council decisions to sell or lease municipal land, with parcel, process and price.

    WeeklyMunicipal documentsFor developers, investors and civil society

  20. UM-087Planned

    Accredited student accommodation

    Accredited student residences and private student housing by institution, with beds, accreditation status and address.

    As publishedPublished reportsFor student-housing developers, investors, banks and universities

  21. UM-088Planned

    Green-certified buildings

    Buildings with green building and net-zero certifications, with rating, date, building type and location.

    MonthlyRegulator registersFor landlords, valuers, green-bond issuers and banks

  22. UM-089Planned

    Heritage permit applications and decisions

    Heritage permit cases for old buildings, archaeology, graves and impact assessments, with property, decision and conditions.

    WeeklyRegulator registersFor developers, heritage consultants and conveyancers

  23. UM-090Planned

    Estate agencies with valid fidelity certificates

    Estate agency firms with current fidelity fund certificate status and validity, at firm level.

    MonthlyRegulator registersFor property portals, conveyancers and banks

  24. UM-091Planned

    Traditional council and communal land areas

    Map boundaries of traditional councils and kingdoms with gazette references, plus communal property associations.

    AnnualGazettesFor renewable and mining developers, agribusiness and telecoms firms

Construction 13

  1. UM-092Planned

    Infrastructure capital project pipeline

    Capital projects from municipal, provincial and state-company budgets and plans, with ward, budget by year and stage.

    QuarterlyMunicipal documentsFor contractors, consulting engineers, suppliers and lenders

  2. UM-093PlannedOpen data

    Building cost per square metre

    Building cost per square metre by building type and region, with history, from official building statistics.

    QuarterlyOpen government dataFor insurers, banks, valuers and developers

  3. UM-094PlannedOpen data

    Contract price adjustment indices

    Official construction materials and price adjustment indices as clean, machine-readable history.

    MonthlyOpen government dataFor quantity surveyors, contractors, municipalities and auditors

  4. UM-095Planned

    New home enrolments by area

    New homes enrolled with the home builders' regulator, subsidised and not, by area and quarter.

    QuarterlyPublished reportsFor banks, building merchants, brick and cement makers, economists

  5. UM-096Planned

    Public construction projects register

    Public construction contracts with value, contractor and grade, start date, and completion or cancellation.

    MonthlyRegulator registersFor contractors, sureties, development lenders and auditors

  6. UM-097Planned

    Contractor grading history and sanctions

    Changes in contractor grading over time, suspensions and restrictions, linked to public contracts.

    WeeklyRegulator registersFor clients, sureties, banks and main contractors

  7. UM-098Planned

    Building materials prices by region

    Shelf prices for cement, bricks, steel, timber, roofing and paint at the main building merchants, by region.

    WeeklyCompany disclosuresFor quantity surveyors, contractors, insurers and banks

  8. UM-099Planned

    Building plan and building-control fees

    Plan scrutiny, occupancy certificate, demolition, hoarding and encroachment fees for each municipality.

    AnnualMunicipal documentsFor architects, draughtspeople, developers and quoting tools

  9. UM-100Planned

    Construction site disruption incidents

    Extortion and site-shutdown incidents by project, location, contract value, date and outcome, from public reports, naming no individuals.

    MonthlyPublished reportsFor insurers, contractors, development lenders and security firms

  10. UM-101Planned

    Electrical contractors and inspection bodies

    Registered electrical contractor firms and approved inspection authorities for lifts, pressure equipment and similar.

    MonthlyRegulator registersFor insurers, facility managers and procurement teams

  11. UM-102Planned

    Built-environment professional fee guidelines

    Gazetted fee scales for engineers, architects, quantity surveyors, planners and other built-environment professions, by project value and stage.

    AnnualGazettesFor public clients, municipalities, consulting firms and auditors

  12. UM-103Planned

    Cement and steel supply monitor

    Cement and steel imports by tariff code and origin, trade-remedy duties, and local plant capacity and closures.

    MonthlyOpen government dataFor producers, merchants, analysts and government

  13. UM-104Planned

    Plant hire rates

    Hourly and daily hire rates by machine type and region, from published hire price lists and public tender rate schedules.

    QuarterlyCompany disclosuresFor contractors, quantity surveyors and municipalities

Transport and logistics 25

  1. UM-105Planned

    Vehicle licence fees by province

    Vehicle registration and licence fees by province, vehicle type and mass band, with effective dates and history.

    AnnualOfficial prices and feesFor fleet operators, rental and leasing firms, insurers and logistics

  2. UM-106Planned

    Port and rail performance

    Monthly volumes, vessel waiting time, berth productivity and truck turnaround by terminal, plus rail volumes by corridor.

    WeeklyPublished reportsFor freight forwarders, exporters, shipping lines and insurers

  3. UM-107Planned

    Postal codes and suburb boundaries

    Postal codes joined to suburbs with approximate boundaries, built from open sources under an open licence.

    QuarterlyOpen government dataFor online retailers, couriers, insurers and marketers

  4. UM-108Planned

    Toll plazas and tariffs

    Every national and concession toll plaza with location and tariffs by vehicle class, with history.

    AnnualOfficial prices and feesFor fleets, routing software, logistics firms and navigation apps

  5. UM-109Planned

    Port and terminal tariffs

    Port and cargo dues and terminal handling and storage tariffs by port and cargo type, with history.

    AnnualOfficial prices and feesFor freight forwarders, shippers, shipping lines and quoting tools

  6. UM-110Planned

    Road freight cost index

    Modelled cost per kilometre by truck class, built from official fuel prices, wage tables, toll tariffs and published cost indices.

    MonthlyOfficial prices and feesFor hauliers, shippers with escalation clauses and banks

  7. UM-111Planned

    Airport traffic for all airports

    Monthly passengers, aircraft movements and cargo for state-owned, private and municipal airports.

    MonthlyPublished reportsFor airlines, airport retailers, tourism bodies and investors

  8. UM-112Planned

    Rail network access terms and charges

    Rail network statement terms, corridor slot allocations and access charges for private train operators.

    As publishedGazettesFor train operators, mines, logistics investors and consultants

  9. UM-113Planned

    Container stack dates and vessel arrivals

    Stack openings, cut-offs and expected arrival times per vessel and terminal, kept as history, plus empty-container depots.

    HourlyCompany disclosuresFor freight forwarders, hauliers, exporters and transport software

  10. UM-114Planned

    Airport and air navigation charges

    Airport landing, parking and passenger charges and air navigation charges, with effective dates and history.

    AnnualOfficial prices and feesFor airlines, aircraft operators, travel firms and economists

  11. UM-115PlannedOpen data

    Vehicle and driver population

    Live vehicle population by province, vehicle type and age, plus driving licences, as monthly series.

    MonthlyOpen government dataFor motor industry, insurers, fuel firms and vehicle financiers

  12. UM-116Planned

    Domestic and regional air routes

    Domestic and regional routes by airline with frequency, seats, launches and exits, kept as history.

    WeeklyCompany disclosuresFor tourism bodies, airports, hotels and municipalities

  13. UM-117Planned

    Parcel lockers and pickup points

    Every parcel locker and pickup point across the main networks, with location, opening hours and carriers served.

    WeeklyCompany disclosuresFor online retailers, retailers, logistics planners and landlords

  14. UM-118Planned

    Courier rates and delivery times

    Published courier prices per parcel by weight and zone, with quoted delivery times, by carrier.

    MonthlyCompany disclosuresFor online merchants and marketplaces

  15. UM-119Planned

    Cross-border road permits and fees

    Cross-border road permit fees and quotas, plus road-user charges and border fees in neighbouring countries.

    QuarterlyOfficial prices and feesFor cross-border hauliers and freight forwarders

  16. UM-120Planned

    Vehicle CO2 emissions by model

    Carbon dioxide emissions in grams per kilometre for each vehicle model and derivative, linked to the vehicle emissions tax.

    MonthlyCompany disclosuresFor fleet managers, leasing firms, dealers and emissions reporters

  17. UM-121Planned

    Truck stops and secure parking

    Truck stops on the main freight corridors with secure parking, fuel and driver facilities.

    QuarterlyCompany disclosuresFor fleets, cargo insurers and drivers

  18. UM-122Planned

    Truck hijacking and cargo theft by corridor

    Truck hijackings and cargo theft aggregated by freight corridor and period, from police statistics and public incident reports.

    QuarterlyPublished reportsFor cargo insurers, fleets and shippers

  19. UM-123Planned

    Public electric vehicle chargers

    Public electric vehicle chargers with location, power, connector type, operator and tariff.

    MonthlyCompany disclosuresFor vehicle makers, fleets, property owners and planners

  20. UM-124Planned

    Air service licences

    Domestic and international air service licence applications and grants, with operator, class, aircraft and base.

    WeeklyGazettesFor charter operators, aircraft lessors, insurers and airlines

  21. UM-125Planned

    Approved aviation organisations

    Air operator certificate holders, maintenance and training organisations and licensed aerodromes, with status.

    MonthlyRegulator registersFor insurers, aircraft lessors and charter brokers

  22. UM-126Planned

    Ferries and passenger boat services

    Scheduled ferries and licensed passenger vessel services with routes and operators.

    MonthlyCompany disclosuresFor tourism and travel apps

  23. UM-127Planned

    Scheduled public transport timetables

    Bus, rapid bus, commuter rail and long-distance coach timetables in the standard open transit format (GTFS).

    MonthlyCompany disclosuresFor map and app makers, employers, property portals and planners

  24. UM-128Planned

    Licence testing centres and waiting times

    Every driving licence testing centre and roadworthy station with hours, services, fees, booking channel and waiting times.

    WeeklyMunicipal documentsFor driving schools, apps, employers and media

  25. UM-129Planned

    Traffic and by-law fine schedules

    Traffic fine schedules by offence and district, and municipal by-law fines, with effective dates.

    AnnualOfficial prices and feesFor fleet operators and fines-management firms

Business and companies 12

  1. UM-130Planned

    Company liquidations and business rescue

    Company liquidations, business rescue filings and outcomes, and deregistrations, keyed by registration number in one watch-list feed.

    WeeklyGazettesFor credit managers, credit insurers, suppliers, banks and landlords

  2. UM-131Planned

    Merger decisions and conditions

    Every merger decision with parties, sector, outcome and public-interest conditions such as job moratoria, and when they expire.

    WeeklyPublished reportsFor competition lawyers, private equity and corporate development teams

  3. UM-132Planned

    Chain store and branch locations

    Geocoded stores and branches of the major retail, pharmacy, fast-food, bank and fuel brands, with opening and closing dates.

    WeeklyCompany disclosuresFor retailers, landlords, site-selection analysts and FMCG firms

  4. UM-133Planned

    B-BBEE supplier certificates

    B-BBEE level, recognition, expiry and verification agency for each supplier from published certificates, with agency accreditation status.

    MonthlyCompany disclosuresFor corporate procurement, supplier development teams and bidders

  5. UM-134Planned

    B-BBEE compliance reports of listed companies

    Annual B-BBEE compliance reports of listed and state-owned companies: level, scorecard elements and filing date.

    AnnualCompany disclosuresFor eSG asset managers, transformation consultants and journalists

  6. UM-135Planned

    B-BBEE Commission findings and major deals

    Fronting findings, investigations and registered major B-BBEE transactions published by the B-BBEE Commission, at company level.

    MonthlyPublished reportsFor law firms, compliance teams and verification agencies

  7. UM-136Planned

    Trade mark, patent and design filings

    Trade mark, patent and design applications and grants from the official journal, with class, applicant, agent and opposition dates.

    MonthlyGazettesFor iP attorneys, brand owners and competitor analysts

  8. UM-137Planned

    Franchise systems register

    Franchise brands with sector, fees, royalties, investment needed and outlet counts, from brand and association sources.

    QuarterlyCompany disclosuresFor franchise lenders, landlords and prospective franchisees

  9. UM-138Planned

    State-owned company performance

    Comparable volumes, losses, guarantees and audit outcomes for the major state-owned companies, by quarter.

    QuarterlyPublished reportsFor economists, rating agencies, bond investors and journalists

  10. UM-139Planned

    Restricted suppliers and tender defaulters

    Companies barred from government business or listed as tender defaulters, with dates and history, at company level.

    MonthlyRegulator registersFor procurement teams, KYC teams and government bidders

  11. UM-140Planned

    Takeover panel rulings and exemptions

    Takeover panel rulings, exemptions and compliance certificates for offers, schemes of arrangement and other affected deals.

    WeeklyPublished reportsFor corporate finance advisers, investors and lawyers

  12. UM-141Planned

    Registered audit firms and law firms

    Registered audit firms with public inspection results, and registered law firms, at firm level.

    MonthlyRegulator registersFor procurement, KYC and business-development teams

Finance and insurance 12

  1. UM-142PlannedOpen data

    Reference interest rates and legal limits

    Prime, repo, prescribed and tax interest rates, maximum credit rates, court jurisdiction limits and CPI, with full history.

    MonthlyOfficial prices and feesFor lawyers, debt collectors, payroll teams and lease administrators

  2. UM-143Planned

    Card and payment fees for merchants

    Card acquiring, mobile point-of-sale, EFT, instant payment and cash-deposit fees for each provider.

    MonthlyCompany disclosuresFor small businesses, payment start-ups and accountants

  3. UM-144Planned

    Road Accident Fund caps and tariffs

    The statutory loss-of-income cap with history, plus Road Accident Fund medical and funeral tariffs.

    QuarterlyOfficial prices and feesFor personal-injury attorneys, actuaries, claims software and insurers

  4. UM-145Planned

    Bank fee schedules

    Every retail and business bank account fee at each bank, with history and standard basket costs.

    AnnualCompany disclosuresFor fintechs, comparison sites, journalists and small businesses

  5. UM-146Planned

    Savings and deposit rates by product

    Interest rates on savings, notice, fixed-term and tax-free accounts for each bank and term.

    DailyCompany disclosuresFor comparison sites, advisers, business treasurers and journalists

  6. UM-147Planned

    Unit trust costs and fund details

    Total expense ratios, transaction costs, fees, category, size and launch date for each unit trust portfolio.

    MonthlyCompany disclosuresFor financial advisers, investment platforms and journalists

  7. UM-148Planned

    Registered credit providers

    All registered credit providers with registration status and history, at business level.

    WeeklyRegulator registersFor lending partners, debt counsellors, fraud teams and loan marketplaces

  8. UM-149Planned

    Insurer claims paid and declined

    Claims paid and declined by insurer and product line, from industry statistics and insurer disclosures.

    AnnualPublished reportsFor brokers, consumers and analysts

  9. UM-150PlannedOpen data

    Reserve Bank statistical series

    Interest rate, money, credit and balance-of-payments series from the central bank, by series code, behind an API.

    MonthlyOpen government dataFor fintechs, lenders, treasurers and economists

  10. UM-151Planned

    Insurance excesses and exclusions

    Excesses, sub-limits and exclusion clauses for each personal motor and home insurance product, structured from policy wordings.

    QuarterlyCompany disclosuresFor brokers, insurtechs and comparison sites

  11. UM-152Planned

    Financial ombud decisions

    Rulings from the financial services, advisory and pension fund ombuds by firm, product, issue, outcome and amount, without complainants.

    MonthlyPublished reportsFor insurers, compliance teams, law firms and journalists

  12. UM-153Planned

    Funeral cover premiums and funeral costs

    Funeral cover premiums by age band and insurer, plus undertaker package prices by town.

    AnnualCompany disclosuresFor insurers, burial societies and consumer journalists

Prices and consumers 6

  1. UM-154Planned

    Grocery shelf prices by retailer

    Daily online shelf prices and promotions for each product across the major grocery retailers, kept as a history.

    DailyCompany disclosuresFor fMCG suppliers, investors, economists and journalists

  2. UM-155Planned

    Product recalls and safety alerts

    Recalls and safety alerts for food, medicines, electrical goods and vehicles in one dated feed, with product, batch and hazard.

    DailyPublished reportsFor retailers, marketplaces, product-liability insurers and pharmacies

  3. UM-156Planned

    New vehicle list prices

    Recommended retail price for each new vehicle model and derivative, by month, with history.

    MonthlyCompany disclosuresFor insurers, vehicle financiers, fleet managers and comparison sites

  4. UM-157Planned

    Advertising, broadcasting and press rulings

    Advertising, broadcasting and press complaint rulings by advertiser or publisher, product, code clause, outcome and sanction.

    DailyPublished reportsFor brands, agencies, marketing lawyers and compliance teams

  5. UM-158PlannedOpen data

    Food price baskets by city

    Official average food prices and household food baskets by city, as machine-readable monthly series.

    MonthlyOpen government dataFor economists, NGOs, journalists, unions and retailers

  6. UM-159Planned

    Consumer and motor ombud rulings

    Consumer goods and motor industry ombud rulings and complaint outcomes by company and issue, without complainants.

    MonthlyPublished reportsFor brands, dealers, compliance teams and journalists

Trade and tax 11

  1. UM-160Planned

    Customs tariff book with history

    Duty rates and rebates by 8-digit tariff code, with every amendment, its gazette and its effective date, as machine-readable history.

    WeeklyGazettesFor importers, customs brokers, forwarders and trade software

  2. UM-161Planned

    Import and export permit requirements

    Which permits, letters of authority and approvals apply to each tariff code, from every controlling body, with change dates.

    MonthlyGazettesFor importers, customs brokers, marketplace sellers and logistics

  3. UM-162Planned

    EU carbon border tax exposure by product

    EU-bound exports of goods covered by the EU carbon border tax (steel, aluminium, cement, fertiliser) with embedded-emission estimates.

    QuarterlyOpen government dataFor exporters, trade bodies, banks and consultants

  4. UM-163PlannedOpen data

    Trade statistics by product and country

    Monthly import and export values and quantities by 8-digit tariff code, country and port.

    MonthlyOpen government dataFor exporters, market researchers, economists and government

  5. UM-164Planned

    Anti-dumping and safeguard duties

    Anti-dumping, countervailing and safeguard duties by tariff line, country and exporter, with start, sunset and review dates.

    WeeklyGazettesFor importers, trade lawyers and foreign exporters

  6. UM-165Planned

    Excise and environmental levies

    Rates and effective dates for sugar, plastic bag, tyre, carbon, electricity, fuel and Road Accident Fund levies, with history.

    AnnualOfficial prices and feesFor manufacturers, FMCG finance teams, fuel distributors and auditors

  7. UM-166Planned

    Tariff and trade-remedy investigations

    Applications for tariff changes, rebates and trade remedies before the trade commission, with stage, deadlines and outcome.

    WeeklyGazettesFor importers, industry associations and trade lawyers

  8. UM-167Planned

    Preferential tariffs and rules of origin

    Duty rates per tariff line under each trade agreement South Africa is party to, with the matching rules of origin.

    As publishedGazettesFor exporters, importers, chambers and trade officials

  9. UM-168Planned

    Tax rulings and tax judgments

    Published binding tax rulings and tax court judgments, tagged by section of law and topic.

    MonthlyPublished reportsFor tax practitioners and corporate tax teams

  10. UM-169Planned

    Customs classification decisions

    Tariff determinations and classification rulings by product and tariff code.

    MonthlyGazettesFor freight forwarders, importers and classification tools

  11. UM-170Planned

    Customs brokers and bonded warehouses

    Licensed customs clearing agents and bonded warehouses, with preferred trader status.

    MonthlyRegulator registersFor shippers and freight forwarders

Labour 11

  1. UM-003Researching

    Bargaining-council minimum wages

    Minimum wages by bargaining council, job grade and area, with council levies and effective dates, from gazetted agreements.

    As publishedGazettesFor payroll firms, HR teams, labour brokers and employers

  2. UM-171Planned

    Advertised salary benchmarks

    Median advertised pay by occupation, region, industry and seniority, from public job adverts.

    MonthlyPublished reportsFor small employers, HR teams, recruiters and job seekers

  3. UM-172Planned

    UIF, injury-fund and skills levy rates

    Unemployment insurance, injury compensation and skills levy rates, earnings ceilings and minimum assessments, with history.

    AnnualOfficial prices and feesFor payroll software, accountants and payroll bureaus

  4. UM-173Planned

    SETA grant windows and deadlines

    Mandatory grant deadlines and discretionary grant windows, criteria and status for every SETA.

    WeeklyPublished reportsFor training providers, skills facilitators, HR and B-BBEE consultants

  5. UM-174Planned

    Public service vacancies

    Every post in the weekly public service vacancy circular, plus provincial and state-company posts, as structured listings.

    WeeklyPublished reportsFor job platforms, youth employment NGOs and recruiters

  6. UM-175Planned

    Job advert demand index

    Advertised vacancies by occupation and region over time, from public job adverts.

    MonthlyPublished reportsFor economists, training providers and recruiters

  7. UM-176Planned

    Strike tracker

    Each strike with employer, sector, union, start and end dates, workers involved, demands and settlement.

    DailyPublished reportsFor insurers, investors, mines, logistics firms and HR teams

  8. UM-177Planned

    Retrenchment tracker

    Announced large-scale retrenchments by company, site, jobs at risk and status, from public notices and announcements.

    DailyPublished reportsFor economists, unions, provincial governments and recruiters

  9. UM-178Planned

    Employment equity targets and rules

    Sector employment equity targets by occupational level, workforce profiles and compliance certificate rules for state work.

    AnnualGazettesFor hR teams, equity consultants and government bidders

  10. UM-179Planned

    Critical skills list and occupation codes

    The critical skills list, official occupation codes and scarce skills by sector, with history.

    AnnualGazettesFor immigration practitioners, training providers and HR teams

  11. UM-180Planned

    Trade unions and employer organisations

    Registered trade unions and employer organisations with membership and registration status.

    AnnualRegulator registersFor employers and labour analysts

Health 18

  1. UM-181Planned

    Medical scheme options and contributions

    Every option of every medical scheme each year: contributions by family make-up, savings, networks, chronic cover and co-payments.

    AnnualCompany disclosuresFor brokers, employers, benefits consultants and gap-cover insurers

  2. UM-182Planned

    Medicine shortages and discontinuations

    Public-sector medicine stock alerts, cancelled registrations and supplier discontinuation notices in one alertable feed.

    MonthlyPublished reportsFor pharmacy groups, wholesalers, hospitals and medical schemes

  3. UM-183Planned

    Registered medicines with change history

    Weekly snapshots of the medicines register, so that new registrations, transfers and cancellations show up as dated events.

    WeeklyRegulator registersFor generic manufacturers, regulatory consultants and pharma analysts

  4. UM-184Planned

    Medicine and medical device licence holders

    Licensed medicine manufacturers, wholesalers and distributors and medical device establishments, with suspensions and revocations.

    MonthlyRegulator registersFor pharma and medtech firms, hospital procurement and wholesalers

  5. UM-185Planned

    Medicine single exit prices with history

    The regulated single exit price for each medicine pack as a time series, with annual adjustments and dispensing fees.

    WeeklyOfficial prices and feesFor pharmacy software vendors, medical schemes and researchers

  6. UM-186Planned

    Medical scheme finances and increases

    Membership, solvency, contribution increases and curatorships for each medical scheme, with the regulator's guideline increase.

    AnnualPublished reportsFor brokers, employers and analysts

  7. UM-187Planned

    Compensation Fund medical tariffs

    Medical tariffs for workplace injury claims for each health profession, machine-readable with history.

    AnnualOfficial prices and feesFor billing software, practices, claims firms and employers

  8. UM-188Planned

    Public-sector medicine contract prices

    Every line of the national medicine tenders: item, supplier, delivered price, contract period and price adjustments.

    MonthlyOfficial prices and feesFor pharma companies, tender consultants and market analysts

  9. UM-189Planned

    Private hospitals and day clinics

    Every private hospital and day clinic with group, beds, theatres, intensive care beds and licence details.

    QuarterlyCompany disclosuresFor device and pharma sales teams, schemes, investors and insurers

  10. UM-190Planned

    Pharmacy premises register

    All registered pharmacies with licence type, address and owning business, without pharmacist names.

    MonthlyRegulator registersFor pharma reps, wholesalers, delivery apps and scheme networks

  11. UM-191Planned

    Public hospital capability

    Beds, intensive care, trauma level, maternity and specialities for each public hospital.

    AnnualPublished reportsFor emergency medical firms, travel insurers and NGOs

  12. UM-192Planned

    Medical scheme networks by option

    Designated hospitals, pharmacies and practices for each scheme option, mapped at facility level.

    AnnualCompany disclosuresFor brokers, hospital groups, employers and comparison sites

  13. UM-193Planned

    Public health facility quality scores

    Inspection results, ideal clinic status and community monitoring scores for each public facility, joined on one facility key.

    QuarterlyPublished reportsFor nGOs, donors, provincial departments and journalists

  14. UM-194PlannedOpen data

    Notifiable diseases and outbreak alerts

    Weekly case counts by district for notifiable diseases such as measles, cholera and malaria, with an outbreak alert feed.

    WeeklyOpen government dataFor mining employers, travel health firms, insurers and media

  15. UM-195Planned

    Medical scheme rule changes

    A change log of registered rules and benefit amendments for each medical scheme.

    MonthlyRegulator registersFor brokers, schemes, lawyers and compliance teams

  16. UM-196Planned

    Clinical trials in South Africa

    Approved clinical trials with sponsor, phase, condition and trial sites.

    MonthlyRegulator registersFor research organisations, pharma firms, trial sites and investors

  17. UM-197Planned

    Ambulance bases and private ambulance services

    Public emergency medical service stations and licensed private ambulance providers, with their service areas.

    AnnualRegulator registersFor insurers, medical assistance firms, employers and estates

  18. UM-198Planned

    Registered care facilities

    Registered old-age homes, frail care and drug rehabilitation centres with beds and subsidy status (shelters excluded).

    AnnualRegulator registersFor families, insurers, healthcare suppliers and retirement developers

Education 13

  1. UM-199PlannedOpen data

    Matric results by school

    Learners who wrote and passed, pass rates and bachelor passes for each school by year, linked to school number and location.

    AnnualOpen government dataFor property portals, banks, edtech firms, media and parents

  2. UM-200Planned

    School and college fees

    Tuition, boarding and levies for each fee-paying public and independent school and private college, by grade, with yearly increases.

    AnnualPublished reportsFor parent platforms, banks, property portals and education insurers

  3. UM-201Planned

    School admission zones by address

    For any address, the public schools that give it priority, plus application windows and appeal deadlines by province.

    AnnualOpen government dataFor property portals, estate agents, developers and parent apps

  4. UM-202Planned

    Private colleges and accredited programmes

    Every registered private higher education institution and college with status, sites and accredited programmes, in one lookup.

    MonthlyRegulator registersFor screening firms, employers, student lenders and students

  5. UM-203Planned

    Accredited skills-training providers

    Accredited skills development providers and assessment centres with qualifications, sites and expiry dates, across all quality bodies.

    MonthlyRegulator registersFor employers, training buyers, SETAs and B-BBEE verifiers

  6. UM-204Planned

    Student funding rules and allowances

    National student financial aid income thresholds, allowance amounts and rule changes, by year.

    AnnualPublished reportsFor student-housing landlords, universities, banks and edtech firms

  7. UM-205Planned

    University programmes, entry points and fees

    Every programme at the public universities with admission point scores, subject minimums, closing dates, tuition and residence fees.

    AnnualPublished reportsFor edtech firms, career guidance apps, bursary funders and lenders

  8. UM-206Planned

    Independent school registration and accreditation

    Each independent school's provincial registration, subsidy status, quality council accreditation, exam body and association.

    QuarterlyRegulator registersFor parents, banks, insurers and school-group investors

  9. UM-207PlannedOpen data

    Early learning programmes by area

    Early childhood development programmes by ward and municipality, with registration and subsidy status, as area totals.

    AnnualOpen government dataFor early learning funders, NGOs, food and equipment suppliers

  10. UM-208Planned

    Registered qualifications and designations

    Registered qualifications and part-qualifications with NQF level and expiry, plus recognised professional bodies and designations.

    MonthlyRegulator registersFor hR systems, background screening firms and learning platforms

  11. UM-209Planned

    TVET college programmes, campuses and fees

    Programmes, campuses and fees for each public technical and vocational (TVET) college.

    AnnualPublished reportsFor edtech firms, employers and bursary funders

  12. UM-210PlannedOpen data

    School infrastructure by school

    Sanitation, water, electricity and classroom conditions for each public school.

    AnnualOpen government dataFor contractors, solar and water firms, NGOs and funders

  13. UM-211Planned

    Bursaries with criteria and deadlines

    Bursary listings with funder, field of study, value, criteria and closing date.

    WeeklyPublished reportsFor edtech firms and schools

Government and society 28

  1. UM-212PlannedOpen data

    Social grant beneficiaries by area

    Monthly beneficiary numbers and grant values by grant type, for each province, region and the finest area published.

    MonthlyOpen government dataFor retailers, FMCG firms, lenders, banks and NGOs

  2. UM-213PlannedOpen data

    Small-area population and household estimates

    Annual estimates of population, households, age and dwelling type at ward and small-area level, built on the latest census.

    AnnualOpen government dataFor retailers, banks, telecoms firms, FMCG firms and developers

  3. UM-214PlannedOpen data

    Ward and municipal boundaries with history

    Municipal, district and ward boundaries for each demarcation cycle, with crosswalks to suburbs, police precincts and postal codes.

    As publishedOpen government dataFor anyone joining municipal data, utilities, retailers and NGOs

  4. UM-215PlannedOpen data

    Small-area household income estimates

    Modelled household income bands for each ward and small area, from official surveys and census data.

    AnnualOpen government dataFor retailers, banks, lenders and insurers

  5. UM-216PlannedOpen data

    Census tables joined to boundaries

    Census indicators by small area, sub-place, ward and municipality, joined to map boundaries.

    As publishedOpen government dataFor retail site selection, telecoms firms, NGOs and property firms

  6. UM-217Planned

    Municipal distress and interventions

    Provincial interventions, financial recovery plans and arrears flags for each municipality.

    MonthlyPublished reportsFor municipal suppliers, lenders and insurers

  7. UM-218PlannedOpen data

    National and provincial budgets and spending

    Budget votes, programmes, economic classification and in-year spending for national and provincial government.

    QuarterlyOpen government dataFor consultancies, government suppliers, NGOs and media

  8. UM-219Planned

    Social grant payment dates and values

    Monthly payment dates for each social grant and grant values back to 1994, plus distress-grant rules and amounts.

    MonthlyOfficial prices and feesFor retailers, banks, fintechs and lenders

  9. UM-220Planned

    Tax-deductible donation recipients

    Organisations approved to issue tax-deductible donation receipts, with additions and removals over time, linked to non-profit numbers.

    WeeklyRegulator registersFor corporate donors, payroll giving, tax practitioners and platforms

  10. UM-221PlannedOpen data

    Election results by voting district

    Results of every national, provincial, municipal and by-election by voting district and ward, joined to the boundaries used at the time.

    As publishedOpen government dataFor parties, pollsters, media, researchers and consultancies

  11. UM-222Planned

    Municipal service-delivery performance

    Targets against actuals for municipal service indicators such as repair times, meters read and permits processed, for each municipality.

    QuarterlyMunicipal documentsFor rating agencies, investors, councillors and journalists

  12. UM-223Planned

    Parliamentary questions and replies

    Every written parliamentary question and reply, tagged by ministry and topic, with figures extracted.

    DailyPublished reportsFor public-affairs firms, consultancies, media, investors and NGOs

  13. UM-224PlannedOpen data

    Metro service requests and resolution times

    Service requests and complaints by type and area with time to resolve, from the metros' open data in one schema.

    MonthlyOpen government dataFor investors, rating analysts, councillors and property buyers

  14. UM-225Planned

    Corporate social investment funders

    Corporate foundations and trusts with focus areas, application windows and published social investment spend.

    QuarterlyCompany disclosuresFor nPOs, education providers and fundraising consultants

  15. UM-226Planned

    Indigent thresholds and free basic services

    Income thresholds, free electricity and water allowances and rebates for indigent households, from each municipal policy.

    AnnualMunicipal documentsFor fintechs, prepaid vendors, utilities, NGOs and debt counsellors

  16. UM-227PlannedOpen data

    Official statistics time-series API

    Every official statistics series (prices, output, retail, building plans, liquidations and more) with past versions, behind an API.

    MonthlyOpen government dataFor fintechs, economists, lenders and journalists

  17. UM-228Planned

    Ward councillors and council make-up

    Every ward and proportional councillor with party, ward, committee roles and official contacts, plus each council's coalition make-up.

    MonthlyMunicipal documentsFor utilities, developers, public-affairs firms, NGOs and media

  18. UM-229Planned

    Registered non-profit organisations

    Registered non-profit organisations with registration number, status, province and sector, at organisation level.

    MonthlyRegulator registersFor cSI teams, funders, banks and B-BBEE verification agencies

  19. UM-230PlannedOpen data

    Audit outcomes for national and provincial bodies

    Audit opinions, finding areas and irregular expenditure for each department and public entity by year, joined over time.

    AnnualOpen government dataFor lenders to state companies, consultants, NGOs and journalists

  20. UM-231PlannedOpen data

    Public entities register

    All national and provincial public entities with parent department, schedule and status, linked to company numbers.

    QuarterlyOpen government dataFor banks, auditors and suppliers

  21. UM-232Planned

    Structural reform tracker

    Each structural reform under the national reform programme (energy, logistics, visas, water, telecoms) with status by quarter.

    QuarterlyPublished reportsFor investors, consultants, business chambers and media

  22. UM-233Planned

    Political party funding disclosures

    Declared donations to political parties by donor, party, amount and date, from the quarterly official disclosures.

    QuarterlyPublished reportsFor media, compliance teams, corporate donors and NGOs

  23. UM-234Planned

    Government contact directory

    Departments, public entities, municipalities and service centres with switchboards, general emails and official roles.

    MonthlyPublished reportsFor government sales teams, consultants, NGOs and media

  24. UM-235PlannedOpen data

    Official place names and geography codes

    Official census geography codes from small area to main place, plus approved geographical names with gazette references.

    MonthlyOpen government dataFor mapping, logistics, search and media firms

  25. UM-236Planned

    Social grant offices and pay points

    Social grant offices, service points and retail pay partners, with locations and hours.

    QuarterlyPublished reportsFor retailers, banks and NGOs

  26. UM-237Planned

    Refuse and recycling collection days

    Refuse and recycling collection days by street or suburb for each municipality, with holiday changes.

    MonthlyMunicipal documentsFor property portals, city apps, waste firms and estate agents

  27. UM-238Planned

    Cemetery capacity and burial fees

    Burial fees by municipality and cemetery, with capacity status.

    AnnualMunicipal documentsFor funeral insurers and undertakers

  28. UM-239Planned

    Food relief and nutrition sites

    Community nutrition centres, food bank partner organisations and feeding schemes, with locations.

    QuarterlyPublished reportsFor funders, FMCG CSI teams and logistics firms

Safety and justice 6

  1. UM-240PlannedOpen data

    Crime statistics by police station

    Quarterly and annual crime counts by police station and crime category since 2004, joined to precincts, wards and suburbs.

    QuarterlyOpen government dataFor insurers, security firms, property portals, retailers and banks

  2. UM-241Planned

    Protest and unrest events

    Geocoded service-delivery protests, road blockades and shutdowns with type, grievance and duration, without participants' names.

    DailyPublished reportsFor insurers, fleets, mines, retailers and telecoms firms

  3. UM-242PlannedOpen data

    Police precinct boundaries

    Precinct map boundaries for all police stations with station address and cluster, versioned when boundaries change.

    QuarterlyOpen government dataFor insurers, security firms, geocoders and emergency apps

  4. UM-243Planned

    Sheriff and court areas by address

    For any address, the sheriff office, magisterial district, regional court and High Court division.

    QuarterlyGazettesFor law firms, debt collectors and legal software

  5. UM-244Planned

    Fire stations and fire incidents

    Municipal fire stations, appliances and response areas, plus fire incident statistics by area.

    AnnualMunicipal documentsFor insurers, property managers and estates

  6. UM-245Planned

    Major hazard installations

    Notified major hazard installations with location, hazardous substance and operator, from public notices and municipal records.

    QuarterlyMunicipal documentsFor insurers, developers, due-diligence teams and emergency planners

Agriculture and food 26

  1. UM-246Planned

    Fresh produce market prices

    Daily minimum, maximum and average prices and volumes by commodity, cultivar, class and container at every national fresh produce market.

    DailyMunicipal documentsFor retailers, wholesalers, farmers, packhouses and farm lenders

  2. UM-247Planned

    Animal disease outbreaks and control areas

    Outbreaks of foot-and-mouth disease, bird flu, swine fever and other notifiable animal diseases by district, with control areas and movement rules.

    DailyPublished reportsFor feedlots, auctioneers, abattoirs, transporters and poultry firms

  3. UM-248PlannedOpen data

    Grain and oilseed statistics

    Weekly grain deliveries, imports and exports, monthly supply balances and official crop estimates, versioned behind an API.

    WeeklyOpen government dataFor grain traders, millers, feed makers, farm lenders and analysts

  4. UM-249Planned

    Foreign rejections of South African food exports

    South African food and plant consignments rejected or intercepted abroad, by product, reason, country and date.

    WeeklyPublished reportsFor exporters, industry bodies, insurers and farm lenders

  5. UM-250Planned

    Halal and kosher certifications

    Certified products, brands, restaurants and suppliers across the halal and kosher certifiers, with new and withdrawn certifications.

    WeeklyRegulator registersFor retailers, food exporters, delivery apps and caterers

  6. UM-251Planned

    Livestock auction prices

    Weaner, cattle, sheep and goat prices per kilogram and per head by auction and class, with national and provincial indices.

    WeeklyPublished reportsFor feedlots, livestock farmers, livestock lenders and insurers

  7. UM-252Planned

    Export market access by product and country

    Which countries are open to each plant and animal product, under what protocol and conditions, with a change log.

    As publishedPublished reportsFor exporters, freight forwarders, packhouses and trade consultants

  8. UM-253Planned

    Farm input prices

    Fertiliser, feed and crop chemical prices by product and region, with history, from published input monitoring reports.

    MonthlyPublished reportsFor farmers, co-ops, farm lenders, input suppliers and economists

  9. UM-254Planned

    Silo locations, capacity and storage tariffs

    Every commercial grain silo with capacity, owner, exchange delivery-point status, location differential and storage tariffs.

    AnnualCompany disclosuresFor grain traders, farmers, logistics firms and banks

  10. UM-255Planned

    Fresh produce market volumes and agent share

    Monthly volume and turnover by market and commodity, plus each market agency's share of sales.

    MonthlyMunicipal documentsFor market authorities, market agencies, investors and municipalities

  11. UM-256Planned

    Packhouses and cold stores

    Export packhouses and cold stores with location, operator, commodities, pallet capacity and certification.

    QuarterlyRegulator registersFor refrigeration and solar installers, logistics firms and banks

  12. UM-257Planned

    Abattoirs and slaughter statistics

    Registered abattoirs with species, throughput class and location, plus slaughter numbers.

    MonthlyRegulator registersFor livestock traders, feedlots, packaging and transport firms

  13. UM-258Planned

    Registered fertilisers, animal feeds and stock remedies

    Registered fertilisers, farm feeds and stock remedies with registration number, holder, category and expiry.

    MonthlyRegulator registersFor feed and fertiliser makers, vets, retailers and co-ops

  14. UM-259Planned

    Game auction prices

    Hammer prices per species, sex and colour variant at each game auction, with a running index.

    MonthlyPublished reportsFor game ranchers, lenders, insurers and valuers

  15. UM-260Planned

    Commercial and small-scale fishing rights

    Fishing right holders by sector with quota share, appeal outcomes and transfers, including small-scale co-operatives, at company level.

    As publishedGazettesFor fishing investors, banks, fish buyers and retail sourcing teams

  16. UM-261Planned

    Citrus and deciduous fruit statistics

    Plantings by cultivar and region, packed and shipped volumes by market and week, and export prices, from published industry statistics.

    WeeklyPublished reportsFor fruit exporters, shipping lines, ports, banks and investors

  17. UM-262Planned

    Wool and mohair auction results

    Weekly wool and mohair auction indicators, prices by fibre micron, volumes and buyer shares.

    WeeklyPublished reportsFor wool and mohair farmers, brokers and banks

  18. UM-263Planned

    Farm co-op and agri-retail branches

    Branch networks of farm input retailers and agricultural co-operatives, with locations.

    QuarterlyCompany disclosuresFor input suppliers, fintechs, insurers and logistics firms

  19. UM-264Planned

    GMO permits and plant breeders' rights

    Genetically modified organism permit decisions, plant breeders' rights grants and variety list entries.

    MonthlyRegulator registersFor seed and grain companies, traders, co-ops and NGOs

  20. UM-265Planned

    Fishing catch and effort limits

    Total allowable catch and effort by species and season, with history.

    AnnualGazettesFor fishing companies, investors, NGOs and scientists

  21. UM-266Planned

    Shellfish closures and red-tide alerts

    Current and past shellfish harvesting closures and harmful algal bloom alerts by coastal area.

    DailyPublished reportsFor aquaculture farms, restaurants and insurers

  22. UM-267Planned

    Farm-gate milk prices

    Farm-gate milk prices by processor and region, as a monthly series.

    MonthlyPublished reportsFor dairy farmers, banks and processors

  23. UM-268PlannedOpen data

    Farm employment and seasonal labour

    Farm jobs by district and commodity, with a seasonal peak-demand calendar, from official labour surveys.

    QuarterlyOpen government dataFor farmers, labour brokers, provincial departments and NGOs

  24. UM-269Planned

    Aquaculture farms and zones

    Aquaculture farms (abalone, oysters, mussels, trout and finfish) and development zones, with permits and capacity.

    AnnualPublished reportsFor investors, feed suppliers, insurers and export buyers

  25. UM-270Planned

    Fishing and small-craft harbours

    Facilities, slipways, cold storage, leases and condition at proclaimed fishing and small-craft harbours.

    AnnualPublished reportsFor fishing companies, marine services, investors and tourism operators

  26. UM-271Planned

    Fishing vessel register

    Licensed fishing vessels with sector, owning company, home port and length, linked to public vessel tracks.

    MonthlyRegulator registersFor marine insurers, ship repairers, fuel suppliers and NGOs

Tourism, culture and media 19

  1. UM-272Planned

    Park and reserve fees

    Conservation fees by visitor category plus accommodation and activity tariffs for national and provincial parks, with history.

    AnnualOfficial prices and feesFor tour operators, travel agents, travel apps and guidebooks

  2. UM-273Planned

    Community radio and TV stations

    Every community broadcaster with frequency, coverage area and language.

    As publishedRegulator registersFor government communicators, NGOs and advertisers

  3. UM-274Planned

    Hotel register and pipeline

    Every hotel and lodge with rooms, brand, owner, operator and opening date, plus announced projects.

    QuarterlyCompany disclosuresFor hotel investors, banks, brands and suppliers

  4. UM-275Planned

    Events calendar with expected attendance

    Festivals, concerts, sports events, races, conferences and expos with venue, dates and expected crowd.

    DailyCompany disclosuresFor hotels, airlines, retailers, ride-hailing and security firms

  5. UM-276Planned

    Advertising rate cards

    Published rate cards for radio, TV, print, outdoor and digital media in one comparable format.

    QuarterlyCompany disclosuresFor small businesses, small agencies and government communicators

  6. UM-277Planned

    Graded accommodation establishments

    Star-graded hotels, lodges, guesthouses and other establishments with rating, category, rooms, province and grading expiry.

    MonthlyRegulator registersFor travel agents, booking platforms, tourism boards and insurers

  7. UM-278Planned

    Outdoor advertising sites

    Billboard and street-furniture sites with format, owner, approval status and coordinates.

    MonthlyCompany disclosuresFor media agencies, advertisers and municipalities

  8. UM-279Planned

    Lottery, arts and sport grants

    Grants from the national lottery, arts, film and sport funders by recipient organisation, amount, purpose and year.

    AnnualPublished reportsFor journalists, NGOs, funders and due-diligence teams

  9. UM-280PlannedOpen data

    Tourist arrivals by country and port

    Monthly arrivals by country of residence, purpose of visit and port of entry, behind an API.

    MonthlyOpen government dataFor tourism businesses, airlines, airports and analysts

  10. UM-281Planned

    Visa and entry rules by nationality

    Entry rules for each nationality (visa-free days, electronic travel authorisation) and rules for South African passport holders, with a change log.

    As publishedPublished reportsFor travel agents, airlines, employers and universities

  11. UM-282Planned

    Park visitor numbers and capacity

    Visitors, bed nights and gate quotas for each national and provincial park.

    AnnualPublished reportsFor tour operators, concessionaires, investors and researchers

  12. UM-283Planned

    Blue Flag beaches and coastal amenities

    Blue Flag status by season for each beach, with lifeguard, parking and access details.

    As publishedPublished reportsFor travel apps, municipalities and media

  13. UM-284Planned

    Media ownership map

    Who owns each TV channel, radio station, newspaper, magazine and major news site, with group structure and ownership.

    QuarterlyRegulator registersFor media agencies, advertisers, regulators and researchers

  14. UM-285Planned

    Conference and event venues

    Conference and event venues with room capacities, layouts and facilities.

    QuarterlyCompany disclosuresFor event organisers, associations and government

  15. UM-286Planned

    Tourist attractions and activities

    Attractions and activities with fees, opening hours, accessibility and seasonality.

    QuarterlyPublished reportsFor travel apps, travel agents and tour operators

  16. UM-287Planned

    Film permits and active shoots

    Film permits issued by city film offices, with shoot locations and dates.

    DailyMunicipal documentsFor location owners, crew and equipment suppliers, residents' groups

  17. UM-288Planned

    Film and TV incentive approvals

    Productions approved for government film and TV production incentives, with amounts.

    QuarterlyPublished reportsFor producers, financiers, service companies and journalists

  18. UM-289Planned

    Sports facilities and venues

    Stadiums, fields, pools, courts and gyms with capacity, owner and condition.

    AnnualPublished reportsFor event organisers, sponsors, municipalities and schools

  19. UM-290PlannedOpen data

    Public libraries and cultural facilities

    Libraries, museums, community halls and arts centres with hours, services and free Wi-Fi.

    QuarterlyOpen government dataFor civic apps, NGOs and education groups

Digital and telecoms 13

  1. UM-291Planned

    Data centre register and pipeline

    Each data centre with operator, location, IT load, status, expansions, power source and grid connection.

    MonthlyCompany disclosuresFor power producers, grid planners, investors and colocation buyers

  2. UM-292Planned

    Mobile data and airtime prices

    Every prepaid and contract bundle from mobile networks and virtual operators, with price per gigabyte and validity, and history.

    WeeklyCompany disclosuresFor virtual operators, telecoms pricing teams, regulators and journalists

  3. UM-293Planned

    Fibre and fixed-wireless prices

    Fibre and fixed-wireless package prices by network, internet provider and speed, tracked over time.

    WeeklyCompany disclosuresFor internet providers, fibre networks and property developers

  4. UM-294Planned

    Phone number range allocations

    Number blocks allocated to each operator, by number type, for routing and fraud checks.

    MonthlyRegulator registersFor sMS aggregators, fraud teams and contact centres

  5. UM-295Planned

    Type-approved radio and telecoms equipment

    Every type-approved radio and terminal device with approval number, brand, model, applicant and date.

    WeeklyRegulator registersFor importers, marketplace sellers, customs brokers and test labs

  6. UM-296Planned

    Data breach and cyber incident tracker

    Confirmed or self-disclosed data breaches and ransomware incidents at South African organisations, with date, sector and data types.

    DailyPublished reportsFor cyber insurers, security leads, vendor-risk teams and law firms

  7. UM-297Planned

    Radio spectrum assignments

    Spectrum assignments by band, frequency range, licensee, area and term, with transfers and ownership changes.

    QuarterlyRegulator registersFor wireless ISPs, tower companies, broadcasters and investors

  8. UM-298Planned

    Mobile coverage by operator

    3G, 4G and 5G coverage areas for each mobile operator, with history.

    QuarterlyCompany disclosuresFor tower companies, insurers, logistics firms and rural businesses

  9. UM-299Planned

    Internet exchange points and peering

    Internet exchange points in South Africa with their member networks and traffic.

    MonthlyPublished reportsFor network engineers

  10. UM-300Planned

    Telecoms service quality and outages

    Regulator quality-of-service results and reported outages, by operator.

    MonthlyPublished reportsFor enterprise buyers and regulators

  11. UM-301Planned

    Internet provider footprints by town

    Which internet and wireless internet providers actually sell in each town.

    QuarterlyCompany disclosuresFor property sector, rural businesses and municipalities

  12. UM-302Planned

    Submarine cables and long-haul fibre routes

    Cable landing stations and national long-haul fibre routes, with owners.

    QuarterlyCompany disclosuresFor data-centre investors, internet providers and insurers

  13. UM-303PlannedOpen data

    Public Wi-Fi and government broadband sites

    Municipal free Wi-Fi, national broadband programme sites and library and taxi-rank hotspots, with locations.

    QuarterlyOpen government dataFor civic apps, NGOs and internet providers

Law and regulation 11

  1. UM-304Planned

    Compulsory product specifications

    Every compulsory product specification with scope, referenced standard edition, tariff codes caught, effective dates and levy.

    MonthlyGazettesFor importers, customs brokers, marketplaces and manufacturers

  2. UM-305Planned

    Gambling licence holders

    Casinos, bookmakers (including online), limited payout machine operators and bingo licensees across all provinces, with status.

    WeeklyRegulator registersFor banks, payment providers, ad platforms and compliance teams

  3. UM-306Planned

    Government gazette notice index

    Every national gazette notice indexed by type, issuer, law and section, place or erf, companies named and deadlines.

    DailyGazettesFor law firms, compliance teams, credit bureaus and journalists

  4. UM-307Planned

    Provincial gazette notice index

    Notice-level index of all nine provincial gazettes, covering regulations, fees, licences, heritage and municipal notices.

    WeeklyGazettesFor law firms, compliance teams and provincial suppliers

  5. UM-308Planned

    Court tariffs and fees

    Magistrates' and High Court tariffs and court fees, with effective dates and history.

    As publishedOfficial prices and feesFor law firms, collections software and cost consultants

  6. UM-309Planned

    Sheriff tariffs

    Sheriff fees per service, attachment, sale in execution and kilometre for both courts, with history.

    AnnualOfficial prices and feesFor debt collectors, bank legal teams, attorneys and credit managers

  7. UM-310Planned

    Regulator fee schedules

    Fees and levies charged by the main regulators (companies, communications, health products, standards, aviation, deeds) with dates.

    AnnualOfficial prices and feesFor company secretaries, accountants and compliance teams

  8. UM-311Planned

    Accredited labs and certification bodies

    Accredited laboratories and inspection, certification and verification bodies, with scope of accreditation and status.

    WeeklyRegulator registersFor procurement teams, miners, food exporters and manufacturers

  9. UM-312Planned

    Court judgments with citations

    Structured metadata for reported judgments (court, date, laws cited, outcome and citations) as a citation graph.

    DailyPublished reportsFor legal tech firms, law firms, insurers and compliance teams

  10. UM-313Planned

    Standards referenced in law

    Each national standard's number, title, edition and status, linked to the laws, regulations and by-laws that cite it.

    MonthlyGazettesFor engineers, compliance officers, manufacturers and municipalities

  11. UM-314Planned

    Acts and regulations as at any date

    Acts and regulations as they read on any date, with each amendment linked to its source.

    DailyGazettesFor legal tech firms, law firms, compliance teams and students

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