Health system infrastructure and capacity indicators for Rwanda, sourced from Tables 3.10.1-3.10.9 and 3.11.1 of the Rwanda Statistical Yearbook 2025. Ten topics: health_workers (Table 3.10.1 -- public-sector health staff by category, 2019-2023); facilities (Table 3.10.2 -- health facility counts by type, 2017-2023); beds (Table 3.10.3 -- bed counts by public facility type, 2018-2023); power (Table 3.10.4 -- primary/secondary power sources in public facilities, 2021-2023); water (Table 3.10.5 -- water sources in public health facilities, 2019-2023); ict_equipment (Table 3.10.6 -- computers and printers per facility type, 2022-2023); internet (Table 3.10.7 -- internet connection types per facility type, 2022-2023); transport (Table 3.10.8 -- transport assets per facility type, 2022-2023); equipment (Table 3.10.9 -- basic medical equipment distribution, 2023 snapshot); blood_transfusion (Table 3.11.1 -- sessions, units, gender split, donations by blood group, hospital satisfaction, transfusion-transmissible infections (TTIs), 2019-2024). All data are national level. Source: R-HMIS Database and RNBTS.
| COLUMN | TYPE | DESCRIPTION | UNIT |
|---|---|---|---|
| year | int64 | Calendar year. health_workers: 2019-2023; facilities: 2017-2023; beds: 2018-2023; power: 2021-2023; water: 2019-2023; ict_equipment/internet/transport: 2022-2023; equipment: 2023 only (single-year snapshot); blood_transfusion: 2019-2024. | - |
| topic | string | Data topic: 'health_workers' (Table 3.10.1), 'facilities' (Table 3.10.2), 'beds' (Table 3.10.3), 'power' (Table 3.10.4), 'water' (Table 3.10.5), 'ict_equipment' (Table 3.10.6), 'internet' (Table 3.10.7), 'transport' (Table 3.10.8), 'equipment' (Table 3.10.9), 'blood_transfusion' (Table 3.11.1). | - |
| category | string | Slugified primary dimension per topic. For health_workers: staff category slug (doctors, dentists, pharmacists, nurses, midwives, mental_health, anesthesia_practitioners, laboratory_technicians, physiotherapists, orthopedics, radiologists, ophthalmologists, public_health, nutritionists, environmental_health_officers, clinical_psychologists, social_workers, administrative_support_staff). For facilities: facility type slug (national_referral_hospitals, provincial_hospitals, district_hospitals, health_centers, prison_dispensaries, health_posts, private_dispensaries, private_clinics, private_hospitals, total). For beds: health_centers, district_hospitals, provincial_hospitals, referral_hospitals, total. For power: {primary|secondary}_{power_source_slug} (e.g. primary_national_grid, secondary_generator). For water: water source slug (piped_in_facility, piped_on_grounds, public_tap_standpipe, tube_well_borehole, protected_well, unprotected_well, surface_water, rainwater_tank, water_truck, no_regular_source). For ict_equipment/internet/transport/equipment: {facility_type}_{item_slug} (e.g. hospitals_desktop, health_centers_wireless_modem). For blood_transfusion: sessions | collected_units | gender_male | gender_female | gender_total | donations_{blood_group} | satisfaction | tti_{disease} | tti_total. | - |
| metric | string | What is being measured. For most topics: 'count' (absolute count). For power/internet: also 'pct' (% of facilities). For ict_equipment/transport: 'avg', 'min', 'max'. For equipment: 'count_none', 'pct_none', 'count_1to5', 'pct_1to5', 'count_more5', 'pct_more5'. For blood_transfusion sessions/units: 'planned', 'performed' or 'collected', 'pct_achievement'. For blood_transfusion gender: 'count' or 'pct'. For donations: 'count' or 'pct'. For satisfaction: 'demand', 'supply', 'pct_supplied'. For transport: 'facilities_pct', 'avg', 'min', 'max'. For tti: 'new', 'irregular', 'regular', 'total', 'pct_per_ttis', 'pct_per_donations'. | - |
| value | float64 | Numeric value. Counts are absolute headcounts; pct is 0-100 scale; float metrics (avg/min/max) are in natural units (facility counts, vehicle/equipment counts per facility). | mixed (see metric column) |
| unit | string | Unit of measure: 'count' for absolute headcounts, 'pct' for percentage on a 0-100 scale, 'float' for continuous averages/min/max values. | - |