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Data and downloads
All compiled, curated and harmonised datasets developed in our project are made publicly accessible. In every dataset, a row is a single figure from a single source for a single country, indicator and year. Sources are not merged and duplicates are not removed, because the differences between sources are part of what the project is measuring. Where two sources report the same country and year, the two rows are alternative readings of the same figure and not two amounts to add, so any total has to be built from a single source at a time. The indicator tables below show which indicators have rows from two or more sources for the same country and year, and how many rows are affected.
Columns
| Field | Meaning |
|---|---|
| country_iso3 | ISO 3166-1 alpha-3 country code. |
| country_name | Country name as used throughout the panel. |
| admin1 | Sub-national unit, where the source publishes a sub-national figure. Empty for national figures. |
| indicator_id | Canonical indicator identifier, common across sources. |
| population_group | Key population the figure refers to, or 'all'. |
| sex | Sex the figure refers to, or 'all'. |
| age_group | Age group the figure refers to, or 'all'. |
| year | Reporting year. For United States disbursements the year is a fiscal year. |
| value | The figure as published. Never rescaled, rounded or imputed. |
| value_lower | Lower bound, where the source publishes an interval. |
| value_upper | Upper bound, where the source publishes an interval. |
| unit | count, percent, USD, or LCU (local currency units) for a figure published only in the national currency of the country, in which case extra.currency names the currency. |
| numerator | Numerator behind a proportion, where the source gives the numerator. |
| denominator | Denominator behind a proportion, where the source gives the denominator. |
| source_id | Identifier of the source the row was read from. |
| source_type | The kind of measurement the row records. |
| source_url | Where the figure was read from. |
| source_indicator_code | The source's own code for the indicator. |
| retrieved_at | Date the figure was read. |
| extra | Source-specific notes, including reporting-period and data-quality flags. |
Indicators
Financing
What donors report disbursing, and what countries report spending. The OECD record of United States disbursements and the record the United States government publishes on ForeignAssistance.gov are kept separate, because the two records are compiled independently.
| Indicator | Identifier | Unit | Rows | Countries | Years | Sources |
|---|---|---|---|---|---|---|
| Global Fund HIV disbursements to the country | global_fund_hiv_disbursements | USD | 4777 | 134 | 2002–2026 | IATI, through d-portal, OECD Creditor Reporting System, UNAIDS Global AIDS Monitoring expenditure database 4392 overlapping rows, not to be added |
| External HIV financing from the United States (ODA) | external_hiv_oda_us | USD | 3587 | 126 | 2001–2026 | ForeignAssistance.gov, OECD Creditor Reporting System 3216 overlapping rows, not to be added |
| External HIV financing (all donors, ODA) | external_hiv_oda_total | USD | 2880 | 153 | 2002–2024 | OECD Creditor Reporting System |
| External HIV financing from governments other than the United States (IATI) | external_hiv_bilateral_other | USD | 2534 | 151 | 2000–2026 | IATI, through d-portal |
| External HIV financing from multilateral bodies other than the Global Fund (IATI) | external_hiv_multilateral_other | USD | 1951 | 174 | 2005–2026 | IATI, through d-portal |
| US HIV disbursements managed by USAID | external_hiv_oda_us_usaid | USD | 1579 | 108 | 2001–2026 | ForeignAssistance.gov |
| US HIV disbursements managed by other US agencies | external_hiv_oda_us_other_agency | USD | 1323 | 98 | 2002–2026 | ForeignAssistance.gov |
| Country-reported HIV expenditure, all sources | hiv_expenditure_total | USD | 1228 | 145 | 2011–2024 | UNAIDS AIDSinfo, UNAIDS Global AIDS Monitoring expenditure database 938 overlapping rows, not to be added |
| US HIV disbursements managed by Health and Human Services | external_hiv_oda_us_hhs | USD | 951 | 59 | 2003–2026 | ForeignAssistance.gov |
| Domestic public HIV expenditure | domestic_hiv_spend | USD | 905 | 111 | 2011–2024 | UNAIDS Data 2025 country databook, UNAIDS Global AIDS Monitoring expenditure database 776 overlapping rows, not to be added |
| International HIV expenditure (country-reported) | hiv_expenditure_international | USD | 842 | 105 | 2011–2024 | UNAIDS Data 2025 country databook, UNAIDS Global AIDS Monitoring expenditure database 714 overlapping rows, not to be added |
| Expected domestic funding for the national TB programme | tb_funding_expected_domestic | USD | 804 | 123 | 2018–2025 | WHO Global Tuberculosis Programme |
| Expected Global Fund funding for the national TB programme | tb_funding_expected_gf | USD | 794 | 121 | 2018–2025 | WHO Global Tuberculosis Programme |
| Budget required for collaborative TB/HIV activities | tbhiv_budget | USD | 775 | 119 | 2018–2025 | WHO Global Tuberculosis Programme |
| Global Fund funding received by the national TB programme | tb_funding_received_gf | USD | 769 | 122 | 2017–2024 | WHO Global Tuberculosis Programme |
| Expected funding for collaborative TB/HIV activities | tbhiv_funding_expected | USD | 765 | 119 | 2018–2025 | WHO Global Tuberculosis Programme |
| Domestic funding received by the national TB programme | tb_funding_received_domestic | USD | 764 | 121 | 2017–2024 | WHO Global Tuberculosis Programme |
| PEPFAR planned funding (budget), all US agencies | pepfar_planned_funding | USD | 762 | 59 | 2005–2025 | PEPFAR budgets and expenditure, PEPFAR operating-unit budgets |
| Funding received for collaborative TB/HIV activities | tbhiv_funding_received | USD | 734 | 119 | 2017–2024 | WHO Global Tuberculosis Programme |
| Actual expenditure on collaborative TB/HIV activities | tbhiv_expenditure | USD | 730 | 118 | 2017–2024 | WHO Global Tuberculosis Programme |
| Expected USAID funding for the national TB programme | tb_funding_expected_usaid | USD | 628 | 117 | 2018–2025 | WHO Global Tuberculosis Programme |
| PEPFAR expenditure, all US agencies | pepfar_expenditure | USD | 607 | 61 | 2011–2025 | PEPFAR budgets and expenditure, PEPFAR operating-unit budgets, UNAIDS Global AIDS Monitoring expenditure database 236 overlapping rows, not to be added |
| USAID funding received by the national TB programme | tb_funding_received_usaid | USD | 597 | 116 | 2017–2024 | WHO Global Tuberculosis Programme |
| US HIV disbursements managed by the State Department | external_hiv_oda_us_state | USD | 495 | 66 | 2003–2026 | ForeignAssistance.gov |
| HIV spending on treatment, care and support | hiv_spend_treatment | USD | 462 | 109 | 2012–2024 | UNAIDS Global AIDS Monitoring expenditure database |
| Private HIV expenditure (country-reported) | hiv_expenditure_domestic_private | USD | 444 | 66 | 2011–2024 | UNAIDS Data 2025 country databook, UNAIDS Global AIDS Monitoring expenditure database 370 overlapping rows, not to be added |
| HIV spending on prevention | hiv_spend_prevention | USD | 419 | 98 | 2012–2024 | UNAIDS Global AIDS Monitoring expenditure database |
| HIV spending on governance and sustainability | hiv_spend_governance | USD | 411 | 94 | 2012–2024 | UNAIDS Global AIDS Monitoring expenditure database |
| Global Fund HIV allocation for a whole three-year cycle, not an annual figure | global_fund_hiv_allocation_cycle | USD per three-year allocation cycle | 390 | 105 | 2017–2026 | Global Fund allocations |
| HIV and STD spending, national health accounts | hiv_std_expenditure_total | USD | 359 | 60 | 2013–2023 | WHO Global Health Expenditure Database |
| HIV and STD spending as a share of all health spending | hiv_std_share_of_health_spend | percent | 359 | 60 | 2013–2023 | WHO Global Health Expenditure Database |
| HIV spending on prevention of vertical transmission | hiv_spend_pmtct | USD | 349 | 85 | 2012–2024 | UNAIDS Global AIDS Monitoring expenditure database |
| Government HIV and STD spending, national health accounts | hiv_std_expenditure_government | USD | 348 | 59 | 2013–2023 | WHO Global Health Expenditure Database |
| Government HIV and STD spending as a share of government health spending | hiv_std_govt_share_of_govt_health_spend | percent | 348 | 59 | 2013–2023 | WHO Global Health Expenditure Database |
| External HIV and STD spending, national health accounts | hiv_std_expenditure_external | USD | 344 | 59 | 2013–2023 | WHO Global Health Expenditure Database |
| HIV and STD spending as a share of all external health spending | hiv_std_share_of_external_health_spend | percent | 342 | 59 | 2013–2023 | WHO Global Health Expenditure Database |
| Private HIV and STD spending, national health accounts | hiv_std_expenditure_private | USD | 330 | 57 | 2013–2023 | WHO Global Health Expenditure Database |
| HIV spending on critical enablers | hiv_spend_enablers | USD | 323 | 82 | 2012–2024 | UNAIDS Global AIDS Monitoring expenditure database |
| PEPFAR planned procurement of antiretroviral drugs | pepfar_arv_budget | USD | 279 | 54 | 2019–2025 | PEPFAR commodity procurement plans |
| PEPFAR planned commodity procurement, like for like | pepfar_commodity_budget | USD | 279 | 54 | 2019–2025 | PEPFAR commodity procurement plans |
| PEPFAR planned procurement of laboratory commodities | pepfar_lab_budget | USD | 279 | 54 | 2019–2025 | PEPFAR commodity procurement plans |
| PEPFAR planned procurement of rapid test kits | pepfar_rtk_budget | USD | 279 | 54 | 2019–2025 | PEPFAR commodity procurement plans |
| PEPFAR expenditure, USAID | pepfar_expenditure_usaid | USD | 261 | 54 | 2021–2025 | PEPFAR budgets and expenditure |
| PEPFAR planned funding, USAID | pepfar_planned_funding_usaid | USD | 260 | 54 | 2021–2025 | PEPFAR budgets and expenditure |
| PEPFAR expenditure, HHS/CDC | pepfar_expenditure_cdc | USD | 246 | 52 | 2021–2025 | PEPFAR budgets and expenditure |
| PEPFAR planned funding, HHS/CDC | pepfar_planned_funding_cdc | USD | 243 | 52 | 2021–2025 | PEPFAR budgets and expenditure |
| HIV spending on TB/HIV co-infection | hiv_spend_tb_hiv | USD | 239 | 71 | 2013–2024 | UNAIDS Global AIDS Monitoring expenditure database |
| HIV spending on social protection and economic support | hiv_spend_social_protection | USD | 230 | 57 | 2012–2024 | UNAIDS Global AIDS Monitoring expenditure database |
| HIV spending on programmes for children and adolescents | hiv_spend_children | USD | 196 | 60 | 2013–2024 | UNAIDS Global AIDS Monitoring expenditure database |
| PEPFAR expenditure, other US agencies | pepfar_expenditure_other_agency | USD | 185 | 40 | 2021–2025 | PEPFAR budgets and expenditure |
| PEPFAR planned funding, other US agencies | pepfar_planned_funding_other_agency | USD | 184 | 40 | 2021–2025 | PEPFAR budgets and expenditure |
| HIV spending on community mobilisation and system strengthening | hiv_spend_community | USD | 181 | 56 | 2012–2024 | UNAIDS Global AIDS Monitoring expenditure database |
| Other bilateral HIV expenditure (country-reported) | hiv_expenditure_other_bilateral | USD | 175 | 60 | 2011–2024 | UNAIDS Global AIDS Monitoring expenditure database |
| HIV spending on gender programmes | hiv_spend_gender | USD | 165 | 49 | 2013–2024 | UNAIDS Global AIDS Monitoring expenditure database |
| Out-of-pocket HIV expenditure by households | hiv_expenditure_households | USD | 153 | 42 | 2011–2024 | UNAIDS Global AIDS Monitoring expenditure database |
| PEPFAR-funded staff, full-time equivalents | pepfar_hrh_fte | count | 54 | 54 | 2025 | PEPFAR human resources for health inventory |
| PEPFAR-funded staff delivering services, full-time equivalents | pepfar_hrh_fte_service_delivery | count | 54 | 54 | 2025 | PEPFAR human resources for health inventory |
| PEPFAR spend on staff, human resources for health inventory | pepfar_hrh_spend | USD | 54 | 54 | 2025 | PEPFAR human resources for health inventory |
| International HIV expenditure, national currency | hiv_expenditure_international_lcu | LCU | 8 | 1 | 2009–2021 | Cameroon National AIDS Spending Assessments |
| Other bilateral HIV expenditure, national currency | hiv_expenditure_other_bilateral_lcu | LCU | 8 | 1 | 2007–2021 | Cameroon National AIDS Spending Assessments |
| HIV expenditure, all sources, national currency | hiv_expenditure_total_lcu | LCU | 8 | 1 | 2007–2021 | Cameroon National AIDS Spending Assessments |
| United States government HIV expenditure, national currency | hiv_expenditure_us_gov_lcu | LCU | 8 | 1 | 2007–2021 | Cameroon National AIDS Spending Assessments |
| HIV spending on treatment, care and support, national currency | hiv_spend_treatment_lcu | LCU | 8 | 1 | 2007–2021 | Cameroon National AIDS Spending Assessments |
| Domestic public HIV expenditure, national currency | domestic_hiv_spend_lcu | LCU | 7 | 1 | 2007–2021 | Cameroon National AIDS Spending Assessments |
| Global Fund HIV expenditure, national currency | hiv_expenditure_global_fund_lcu | LCU | 7 | 1 | 2007–2021 | Cameroon National AIDS Spending Assessments |
| International share of HIV expenditure | hiv_expenditure_international_share_pct | percent | 7 | 1 | 2009–2021 | Cameroon National AIDS Spending Assessments |
| Private HIV expenditure, national currency | hiv_expenditure_domestic_private_lcu | LCU | 6 | 1 | 2009–2021 | Cameroon National AIDS Spending Assessments |
Treatment cascade
Diagnosis, treatment and viral suppression. Modelled coverage estimates sit beside programme counts from national registers, and the panel never merges a modelled estimate with a register count, because a model and a register measure different things.
| Indicator | Identifier | Unit | Rows | Countries | Years | Sources |
|---|---|---|---|---|---|---|
| Number of people on ART (PEPFAR MER TX_CURR) | on_art_count | count | 18645 | 171 | 2000–2026 | Cameroon National AIDS Control Committee, Chad health statistics yearbook, Global Fund Data Service, Niger health statistics yearbook, Nigeria NASCP National Data Repository, PEPFAR Panorama Spotlight, PEPFAR results by province, Papua New Guinea National Department of Health provincial HIV dashboard, Philippines DOH Epidemiology Bureau, Thailand HIV Info Hub, Thembisa model, University of Cape Town, UNAIDS AIDSinfo, UNAIDS HIV sub-national estimates viewer (Naomi), UNAIDS service continuation dashboard, WHO Global Health Observatory, WHO Global Tuberculosis Programme 11479 overlapping rows, not to be added |
| % of PLHIV on ART (second 95, PLHIV base) | art_coverage_pct | percent | 12179 | 167 | 2000–2025 | Nigeria NASCP National Data Repository, Thembisa model, University of Cape Town, UNAIDS AIDSinfo, UNAIDS HIV sub-national estimates viewer (Naomi), WHO Global Health Observatory 5247 overlapping rows, not to be added |
| HIV tests performed with the result returned to the person | hiv_tests_performed | count | 8434 | 162 | 2016–2025 | Global Fund Data Service, PEPFAR Panorama Spotlight, PEPFAR results by province, PEPFAR testing by modality, Papua New Guinea National Department of Health provincial HIV dashboard, UNAIDS AIDSinfo, UNAIDS service continuation dashboard, WHO Global Health Observatory, WHO HIV testing services dashboard 7215 overlapping rows, not to be added |
| % of PLHIV who have been diagnosed (first 95) | know_status_pct | percent | 7193 | 169 | 2000–2025 | Thembisa model, University of Cape Town, UNAIDS AIDSinfo, UNAIDS HIV sub-national estimates viewer (Naomi), WHO Global Health Observatory 3162 overlapping rows, not to be added |
| Notified HIV cases, national case surveillance | notified_hiv_cases | count | 6467 | 107 | 1995–2025 | AIDS/STD Programme of Bangladesh, World AIDS Day files 2016 to 2025, Agency on Statistics under the President of the Republic of Tajikistan, health compendium of 2019, Argentina Ministry of Health open data, HIV case notifications, Belize Ministry of Health HIV Surveillance Report 2018, Bolivia Ministry of Health and Sports epidemiology yearbook 2016, CDC Peru HIV situation room (Sala VIH), HIV/AIDS surveillance in Europe 2025, the joint report of ECDC (the European Centre for Disease Prevention and Control) and the WHO Regional Office for Europe, Tables 1 and 13, Haiti Ministry of Public Health and Population statistical reports, Institute of Public Health of Montenegro, annual HIV report for 2025, Lebanon Ministry of Public Health statistical bulletins, MERCOSUR HIV epidemiological bulletin 2012, Ministry of Health and Social Protection of the Population of Tajikistan, health yearbooks for 2014, 2015, 2016, 2017 and 2021, Ministry of Health of the Maldives, Maldives Health Statistics 2014 and 2015-16, Mongolia Health Development Center Health Indicators books, National Centre for AIDS and STD Control of Nepal, World AIDS Day factsheets of 2014 to 2019, National Centre for Infectious Diseases of Armenia, HIV situation analysis 2025, National Statistical Committee of the Republic of Belarus (Belstat) data portal, National Statistics Office of Georgia (Geostat) statistical database, Nicaragua Ministry of Health health map (Mapa Nacional de la Salud), PAHO Core Indicators, PAHO Interactive HIV Data Dashboard, Public Health Centre of the Ministry of Health of Ukraine, HIV monitoring portal, Republican Centre for the Control of Blood-borne Viral Hepatitis and HIV of the Kyrgyz Republic, situation report of 1 July 2026, SDG Tracker of Bangladesh, National AIDS/STD Programme series of indicator 3.3.1, 2022 and 2024, Sri Lanka National STD/AIDS Control Programme annual report 2025, WHO Europe Health for All database 1944 overlapping rows, not to be added |
| % of people on ART who are virally suppressed (third 95) | viral_suppression_pct | percent | 6445 | 129 | 2001–2026 | Cameroon National AIDS Control Committee, Nigeria NASCP National Data Repository, PEPFAR results by province, Thembisa model, University of Cape Town, UNAIDS service continuation dashboard, WHO Global Health Observatory 2970 overlapping rows, not to be added |
| People newly enrolled on ART during the year | art_initiations | count | 5909 | 155 | 2013–2025 | Chad health statistics yearbook, Global Fund Data Service, Lebanon Ministry of Public Health statistical bulletins, PEPFAR Panorama Spotlight, PEPFAR results by province, Papua New Guinea National Department of Health provincial HIV dashboard, UNAIDS service continuation dashboard, WHO Global Tuberculosis Programme 4847 overlapping rows, not to be added |
| Number newly diagnosed HIV-positive (PEPFAR MER HTS_TST_POS) | new_diagnoses | count | 5290 | 65 | 2016–2025 | Global Fund Data Service, PEPFAR Panorama Spotlight, PEPFAR results by province, PEPFAR testing by modality, Papua New Guinea National Department of Health provincial HIV dashboard, Thailand HIV Info Hub, UNAIDS service continuation dashboard 4469 overlapping rows, not to be added |
| Pregnant women with HIV who received ARVs for PMTCT | pmtct_arv_count | count | 4395 | 143 | 2010–2025 | Chad health statistics yearbook, Global Fund Data Service, Guinea statistical yearbook, PEPFAR Panorama Spotlight, Papua New Guinea National Department of Health provincial HIV dashboard, UNAIDS AIDSinfo, UNAIDS service continuation dashboard, WHO Global Health Observatory 3814 overlapping rows, not to be added |
| Number of PLHIV virally suppressed (VL<1000) | viral_suppression_count | count | 4297 | 58 | 2017–2026 | Cameroon National AIDS Control Committee, Chad health statistics yearbook, PEPFAR Panorama Spotlight, PEPFAR results by province, Philippines DOH Epidemiology Bureau, Thailand HIV Info Hub 3857 overlapping rows, not to be added |
| People tested for HIV in the last 12 months who received the result (household survey) | hiv_tested_12m_result_survey_pct | percent | 3248 | 60 | 2003–2025 | Demographic and Health Surveys, Solomon Islands National Statistics Office, Demographic and Health Surveys 2006-2007 and 2015 |
| TB patients with an HIV test result recorded | tb_patients_hiv_tested | count | 2805 | 208 | 2015–2025 | Global Fund Data Service, PEPFAR Panorama Spotlight, WHO Global Tuberculosis Programme 1104 overlapping rows, not to be added |
| Newly diagnosed at USAID-funded partners (MER HTS_TST_POS) | new_diagnoses_usaid | count | 2658 | 54 | 2018–2025 | PEPFAR results by funding agency, PEPFAR results by funding agency and province 2568 overlapping rows, not to be added |
| % of returned HIV test results that were positive | hiv_test_positivity_pct | percent | 2613 | 154 | 2018–2025 | UNAIDS AIDSinfo, UNAIDS service continuation dashboard, WHO Global Health Observatory, WHO HIV testing services dashboard 1962 overlapping rows, not to be added |
| PMTCT ART coverage among pregnant women with HIV | pmtct_coverage_pct | percent | 2579 | 97 | 2010–2025 | UNAIDS AIDSinfo, UNICEF HIV/AIDS dataset 2252 overlapping rows, not to be added |
| % of estimated HIV-positive incident TB cases on TB treatment and ART | tbhiv_comanagement_pct | percent | 2536 | 168 | 2000–2024 | UNAIDS AIDSinfo |
| HIV-positive TB patients started or continued on ART | tbhiv_on_art | count | 2529 | 192 | 2015–2025 | Global Fund Data Service, WHO Global Tuberculosis Programme 1142 overlapping rows, not to be added |
| % of ALL PLHIV who are virally suppressed | community_viral_suppression_pct | percent | 2498 | 139 | 2001–2025 | Thembisa model, University of Cape Town, UNAIDS AIDSinfo, WHO Global Health Observatory 1526 overlapping rows, not to be added |
| Newly diagnosed at HHS/CDC-funded partners (MER HTS_TST_POS) | new_diagnoses_cdc | count | 2473 | 44 | 2018–2025 | PEPFAR results by funding agency, PEPFAR results by funding agency and province 2390 overlapping rows, not to be added |
| Newly enrolled on ART at HHS/CDC-funded partners (MER TX_NEW) | art_initiations_cdc | count | 2445 | 45 | 2018–2025 | PEPFAR results by funding agency, PEPFAR results by funding agency and province 2357 overlapping rows, not to be added |
| People on ART at HHS/CDC-funded partners (MER TX_CURR) | on_art_count_cdc | count | 2424 | 45 | 2018–2025 | PEPFAR results by funding agency, PEPFAR results by funding agency and province 2338 overlapping rows, not to be added |
| TB patients recorded as HIV-positive | tb_patients_hiv_positive | count | 2337 | 208 | 2015–2025 | PEPFAR Panorama Spotlight, WHO Global Tuberculosis Programme 394 overlapping rows, not to be added |
| Newly enrolled on ART at USAID-funded partners (MER TX_NEW) | art_initiations_usaid | count | 2044 | 44 | 2018–2025 | PEPFAR results by funding agency, PEPFAR results by funding agency and province 1989 overlapping rows, not to be added |
| People on ART at USAID-funded partners (MER TX_CURR) | on_art_count_usaid | count | 2036 | 45 | 2018–2025 | PEPFAR results by funding agency, PEPFAR results by funding agency and province 1982 overlapping rows, not to be added |
| HIV-exposed infants tested within two months of birth | early_infant_diagnosis_pct | percent | 1531 | 153 | 2010–2024 | UNAIDS AIDSinfo |
| Key-population people tested for HIV (count over the period) | kp_tested | count | 1395 | 81 | 2017–2026 | Cambodia NCHADS, Cameroon National AIDS Control Committee, Global Fund Data Service 8 overlapping rows, not to be added |
| Pregnant women tested for HIV in antenatal care | anc_hiv_testing_pct | percent | 1074 | 139 | 2010–2025 | UNAIDS AIDSinfo, UNAIDS service continuation dashboard |
| % of people newly enrolled in HIV treatment diagnosed with TB disease | plhiv_new_tb_diagnosed_pct | percent | 971 | 151 | 2013–2024 | UNAIDS AIDSinfo |
| HIV tests performed at a health facility | hiv_tests_performed_facility | count | 814 | 132 | 2018–2025 | PEPFAR testing by modality, WHO HIV testing services dashboard 370 overlapping rows, not to be added |
| % of people newly enrolled in HIV treatment started on TB preventive therapy | tpt_initiation_new_pct | percent | 714 | 131 | 2013–2025 | UNAIDS AIDSinfo, UNAIDS service continuation dashboard |
| HIV tests performed through community outreach | hiv_tests_performed_community | count | 619 | 106 | 2018–2025 | PEPFAR testing by modality, WHO HIV testing services dashboard 220 overlapping rows, not to be added |
| New HIV diagnoses with a CD4 count below 200 | late_hiv_diagnosis_pct | percent | 493 | 131 | 2015–2024 | UNAIDS AIDSinfo |
| People living with HIV on ART who started TB preventive therapy | tpt_initiations | count | 400 | 74 | 2017–2025 | Global Fund Data Service |
| People newly diagnosed at a health facility | new_diagnoses_facility | count | 397 | 55 | 2018–2025 | PEPFAR testing by modality |
| People aged 15 to 49 who had an HIV test in the last 12 months (household survey) | hiv_tested_12m_survey_pct | percent | 387 | 1 | 2013–2025 | Peru Demographic and Family Health Survey (ENDES) |
| People newly diagnosed through community outreach | new_diagnoses_community | count | 370 | 55 | 2018–2025 | PEPFAR testing by modality |
| Newly diagnosed at other US-agency partners (MER HTS_TST_POS) | new_diagnoses_other_agency | count | 300 | 14 | 2018–2025 | PEPFAR results by funding agency, PEPFAR results by funding agency and province 292 overlapping rows, not to be added |
| People living with HIV in care screened for TB | plhiv_tb_screened | count | 295 | 59 | 2017–2025 | Global Fund Data Service |
| % of people currently enrolled in HIV treatment started on TB preventive therapy | tpt_initiation_current_pct | percent | 294 | 106 | 2017–2024 | UNAIDS AIDSinfo |
| People who completed a course of TB preventive therapy | tpt_completions | count | 269 | 43 | 2018–2025 | Global Fund Data Service, PEPFAR Panorama Spotlight 8 overlapping rows, not to be added |
| People on ART on a dolutegravir-based regimen | on_art_dtg_pct | percent | 248 | 31 | 2020–2025 | PAHO Interactive HIV Data Dashboard |
| Newly enrolled on ART at other US-agency partners (MER TX_NEW) | art_initiations_other_agency | count | 202 | 9 | 2018–2025 | PEPFAR results by funding agency, PEPFAR results by funding agency and province 196 overlapping rows, not to be added |
| People on ART at other US-agency partners (MER TX_CURR) | on_art_count_other_agency | count | 200 | 9 | 2018–2025 | PEPFAR results by funding agency, PEPFAR results by funding agency and province 194 overlapping rows, not to be added |
| HIV self-test kits distributed | hiv_self_tests_distributed | count | 187 | 60 | 2018–2024 | WHO HIV testing services dashboard |
| % of people living with HIV on ART who completed a course of TB preventive therapy | tpt_completion_pct | percent | 128 | 58 | 2019–2024 | UNAIDS AIDSinfo |
| % of people living with HIV on ART (household survey) | art_coverage_survey_pct | percent | 51 | 13 | 2016–2021 | Population-based HIV Impact Assessment (PHIA) surveys, through the UNAIDS Inequalities dashboard |
| % of people living with HIV who are virally suppressed (household survey) | community_viral_suppression_survey_pct | percent | 51 | 13 | 2016–2021 | Population-based HIV Impact Assessment (PHIA) surveys, through the UNAIDS Inequalities dashboard |
| People on ART with a viral-load result in the year | viral_load_tests_performed | count | 46 | 2 | 2023–2024 | Cameroon National AIDS Control Committee, Chad health statistics yearbook |
| Number of PLHIV who have been diagnosed with HIV | know_status_count | count | 43 | 2 | 2021–2026 | Philippines DOH Epidemiology Bureau, Thailand HIV Info Hub |
| % of people on ART with a viral-load result in the year | viral_load_coverage_pct | percent | 22 | 1 | 2023–2024 | Cameroon National AIDS Control Committee |
| Key-population people newly enrolled on ART (count over the period) | kp_art_enrolled | count | 19 | 2 | 2022–2026 | Cambodia NCHADS, Cameroon National AIDS Control Committee |
| Key-population people newly testing HIV-positive (count over the period) | kp_hiv_positive | count | 19 | 2 | 2022–2026 | Cambodia NCHADS, Cameroon National AIDS Control Committee |
| HIV-positive TB patients given co-trimoxazole preventive therapy | tbhiv_on_cpt | count | 3 | 2 | 2017–2018 | Global Fund Data Service |
Epidemic estimates
People living with HIV, new infections, deaths and prevalence. Almost every epidemic estimate in the panel comes from the annual UNAIDS modelling round, whichever body publishes the estimate.
| Indicator | Identifier | Unit | Rows | Countries | Years | Sources |
|---|---|---|---|---|---|---|
| People living with HIV | plhiv | count | 80259 | 157 | 2000–2026 | National AIDS Control Organisation of India, Sankalak 2025, seventh edition, Nigeria NASCP National Data Repository, Philippines DOH Epidemiology Bureau, Thembisa model, University of Cape Town, UNAIDS AIDSinfo, UNAIDS Data 2025 country databook, UNAIDS HIV sub-national estimates viewer (Naomi), UNICEF HIV/AIDS dataset, WHO Global Health Observatory 17604 overlapping rows, not to be added |
| AIDS-related deaths | aids_deaths | count | 75399 | 152 | 2000–2025 | National AIDS Control Organisation of India, Sankalak 2025, seventh edition, Thembisa model, University of Cape Town, UNAIDS AIDSinfo, UNICEF HIV/AIDS dataset, WHO Global Health Observatory 15620 overlapping rows, not to be added |
| New HIV infections | new_infections | count | 70223 | 155 | 2000–2025 | National AIDS Control Organisation of India, Sankalak 2025, seventh edition, Thembisa model, University of Cape Town, UNAIDS AIDSinfo, UNAIDS HIV sub-national estimates viewer (Naomi), UNICEF HIV/AIDS dataset, WHO Global Health Observatory 16455 overlapping rows, not to be added |
| HIV prevalence, ages 15-49 | hiv_prevalence_15_49 | percent | 12399 | 155 | 2000–2025 | Demographic and Health Surveys, National AIDS Control Organisation of India, Sankalak 2025, seventh edition, Population-based HIV Impact Assessment (PHIA) surveys, through the UNAIDS Inequalities dashboard, Thembisa model, University of Cape Town, UNAIDS AIDSinfo, UNAIDS HIV sub-national estimates viewer (Naomi), World Bank Open Data 9024 overlapping rows, not to be added |
| Deaths from TB among people living with HIV | tbhiv_deaths | count | 9266 | 201 | 2000–2024 | UNAIDS AIDSinfo, WHO Global Tuberculosis Programme 8604 overlapping rows, not to be added |
| Incident TB cases among people living with HIV | tbhiv_incidence | count | 9199 | 200 | 2000–2024 | UNAIDS AIDSinfo, WHO Global Tuberculosis Programme 8502 overlapping rows, not to be added |
| HIV prevalence among a key population | kp_hiv_prevalence | percent | 1466 | 171 | 2000–2025 | Kazakh Scientific Centre of Dermatology and Infectious Diseases, surveys among people who inject drugs, 2022 and 2024, Thembisa model, University of Cape Town, UNAIDS AIDSinfo 11 overlapping rows, not to be added |
| People newly reported with AIDS, national surveillance | aids_cases_reported | count | 1235 | 50 | 2000–2025 | China National Disease Control and Prevention Administration yearly notifiable disease tables, HIV/AIDS surveillance in Europe 2025, the joint report of ECDC (the European Centre for Disease Prevention and Control) and the WHO Regional Office for Europe, Tables 1 and 13, WHO Europe Health for All database 370 overlapping rows, not to be added |
| HIV incidence per 1,000 uninfected people a year (household survey) | hiv_incidence_survey_per_1000 | per_1000 | 51 | 13 | 2016–2021 | Population-based HIV Impact Assessment (PHIA) surveys, through the UNAIDS Inequalities dashboard |
| Deaths reported among people reported with AIDS | aids_deaths_reported | count | 3 | 1 | 2023–2025 | China National Disease Control and Prevention Administration yearly notifiable disease tables |
Prevention and outreach
Pre-exposure prophylaxis (PrEP) and key-population outreach. Outreach figures are counts of people reached over a period, summed to a year, and not counts of people at a single date.
| Indicator | Identifier | Unit | Rows | Countries | Years | Sources |
|---|---|---|---|---|---|---|
| People receiving PrEP | prep_recipients | count | 3957 | 129 | 2016–2025 | Global Fund Data Service, PEPFAR Panorama Spotlight, PEPFAR results by province, Thailand HIV Info Hub, Thembisa model, University of Cape Town, UNAIDS AIDSinfo 2978 overlapping rows, not to be added |
| People with comprehensive correct knowledge of HIV (household survey) | hiv_comprehensive_knowledge_survey_pct | percent | 3501 | 70 | 2000–2025 | Central Bureau of Statistics of the DPRK and UNICEF, Multiple Indicator Cluster Survey 2009, Demographic and Health Surveys, Pacific Data Hub of SPC (the Pacific Community), Solomon Islands National Statistics Office, Demographic and Health Surveys 2006-2007 and 2015, Vanuatu National Statistics Office and UNICEF, Multiple Indicator Cluster Survey 2007 |
| Condom use at last higher-risk sex (household survey) | condom_last_higher_risk_sex_survey_pct | percent | 3017 | 68 | 2000–2025 | Demographic and Health Surveys, Pacific Data Hub of SPC (the Pacific Community), Solomon Islands National Statistics Office, Demographic and Health Surveys 2006-2007 and 2015 |
| Key-population people reached by outreach (count over the period) | kp_reached | count | 1400 | 88 | 2017–2026 | Cambodia NCHADS, Global Fund Data Service |
| Voluntary medical male circumcisions performed | circumcisions_performed | count | 455 | 18 | 2008–2025 | PEPFAR Panorama Spotlight, PEPFAR voluntary medical male circumcision, UNAIDS AIDSinfo, UNAIDS service continuation dashboard 412 overlapping rows, not to be added |
| Male condoms distributed in a year | male_condoms_distributed | count | 442 | 125 | 2019–2024 | UNAIDS AIDSinfo |
| Key-population members reached by prevention programmes | kp_prevention_coverage_pct | percent | 156 | 67 | 2024 | UNAIDS AIDSinfo |
| Young people who had sex before age 15 (household survey) | sex_before_15_survey_pct | percent | 18 | 8 | 2007–2015 | Pacific Data Hub of SPC (the Pacific Community) |
Service access
What service users report about stockouts, interruptions, staffing and cost. The reports come from a small number of selected facilities and are not a representative sample.
| Indicator | Identifier | Unit | Rows | Countries | Years | Sources |
|---|---|---|---|---|---|---|
| Left facility without ARV or OI medicines because of a stockout in the last three months (CLM) | clm_arv_stockout_pct | percent | 8 | 2 | 2023–2026 | CLM Asia |
| Enough staff to meet the needs of service users (CLM) | clm_enough_staff_pct | percent | 8 | 2 | 2023–2026 | CLM Asia |
| Facility opens and closes on time (CLM) | clm_facility_open_ontime_pct | percent | 8 | 2 | 2023–2026 | CLM Asia |
| Service user knows own viral load (CLM) | clm_know_vl_pct | percent | 8 | 2 | 2023–2026 | CLM Asia |
| Paid out of pocket for medicines or tests in the last six months (CLM) | clm_out_of_pocket_pct | percent | 8 | 2 | 2023–2026 | CLM Asia |
| Psychosocial support available for PLHIV (CLM) | clm_psychosocial_support_pct | percent | 8 | 2 | 2023–2026 | CLM Asia |
| Faced stigma or discrimination at the facility in the last six months (CLM) | clm_stigma_pct | percent | 8 | 2 | 2023–2026 | CLM Asia |
| Ever stopped antiretroviral treatment (CLM) | clm_treatment_interruption_pct | percent | 4 | 2 | 2023–2024 | CLM Asia |
Population denominators
Total population, used as the denominator for coverage and rates.
| Indicator | Identifier | Unit | Rows | Countries | Years | Sources |
|---|---|---|---|---|---|---|
| Total population | population_total | count | 7530 | 216 | 2000–2025 | Thembisa model, University of Cape Town, UNAIDS HIV sub-national estimates viewer (Naomi), World Bank Open Data 770 overlapping rows, not to be added |
| Estimated pregnant women with HIV needing ARVs for PMTCT | pregnant_women_hiv | count | 2740 | 101 | 2010–2025 | UNAIDS AIDSinfo, WHO Global Health Observatory 2412 overlapping rows, not to be added |
| Estimated size of a key population | kp_size_estimate | count | 552 | 170 | 2024 | UNAIDS AIDSinfo |
Sources
| Source | Type | Rows | Countries | Years | Read from | Retrieved |
|---|---|---|---|---|---|---|
| UNICEF HIV/AIDS dataset | Modelled estimate | 143,403 | 138 | 2010–2025 | sdmx.data.unicef.org | 2026-10-20 |
| UNAIDS AIDSinfo | Modelled estimate | 104,258 | 193 | 2000–2024 | aidsinfo.unaids.org | 2026-10-20 |
| WHO Global Health Observatory | Modelled estimate | 31,909 | 170 | 2000–2025 | ghoapi.azureedge.net | 2026-10-12 |
| PEPFAR results by province | Programme record | 27,328 | 55 | 2016–2025 | data.pepfar.gov | 2026-10-12 |
| WHO Global Tuberculosis Programme | Programme record | 23,697 | 215 | 2000–2025 | extranet.who.int | 2026-10-16 |
| Thembisa model, University of Cape Town | Modelled estimate | 14,150 | 1 | 2000–2025 | thembisa.org | 2026-10-15 |
| PEPFAR results by funding agency and province | Programme record | 12,705 | 43 | 2018–2025 | data.pepfar.gov | 2026-10-12 |
| UNAIDS HIV sub-national estimates viewer (Naomi) | Modelled estimate | 12,558 | 31 | 2014–2025 | nmviewerserver.azurewebsites.net | 2026-10-14 |
| Demographic and Health Surveys | Survey | 12,051 | 66 | 2000–2025 | api.dhsprogram.com | 2026-10-16 |
| World Bank Open Data | Modelled estimate | 9,384 | 216 | 2000–2025 | api.worldbank.org | 2026-10-12 |
| IATI, through d-portal | Expenditure account | 6,870 | 180 | 2000–2026 | d-portal.org | 2026-10-12 |
| Global Fund Data Service | Programme record | 6,789 | 107 | 2017–2025 | fetch.theglobalfund.org | 2026-10-12 |
| OECD Creditor Reporting System | Expenditure account | 6,533 | 153 | 2002–2024 | sdmx.oecd.org | 2026-10-12 |
| ForeignAssistance.gov | Expenditure account | 6,284 | 125 | 2001–2026 | foreignassistance.gov | 2026-10-29 |
| UNAIDS Global AIDS Monitoring expenditure database | Expenditure account | 5,669 | 120 | 2011–2024 | hivfinancial.unaids.org | 2026-10-12 |
| WHO HIV testing services dashboard | Programme record | 3,434 | 161 | 2018–2024 | eic-database-290813.ew.r.appspot.com | 2026-10-14 |
| PEPFAR Panorama Spotlight | Programme record | 3,338 | 58 | 2018–2025 | data.pepfar.gov | 2026-10-12 |
| WHO Global Health Expenditure Database | Expenditure account | 2,430 | 60 | 2013–2023 | apps.who.int | 2026-10-12 |
| PAHO Core Indicators | Programme record | 2,393 | 47 | 1995–2025 | opendata.paho.org | 2026-10-13 |
| PEPFAR testing by modality | Programme record | 2,365 | 58 | 2018–2025 | data.pepfar.gov | 2026-10-12 |
| PEPFAR results by funding agency | Programme record | 2,077 | 58 | 2018–2025 | data.pepfar.gov | 2026-10-12 |
| PEPFAR budgets and expenditure | Expenditure account | 1,934 | 57 | 2021–2025 | data.pepfar.gov | 2026-10-12 |
| WHO Europe Health for All database | Programme record | 1,719 | 48 | 2000–2019 | dw.euro.who.int | 2026-10-21 |
| PEPFAR commodity procurement plans | Expenditure account | 1,116 | 54 | 2019–2025 | data.pepfar.gov | 2026-10-12 |
| UNAIDS Data 2025 country databook | Expenditure account | 1,012 | 108 | 2015–2024 | aidsinfo.unaids.org | 2026-10-15 |
| National Statistical Committee of the Republic of Belarus (Belstat) data portal | Programme record | 1,009 | 1 | 2000–2025 | dataportal.belstat.gov.by | 2026-10-20 |
| HIV/AIDS surveillance in Europe 2025, the joint report of ECDC (the European Centre for Disease Prevention and Control) and the WHO Regional Office for Europe, Tables 1 and 13 | Programme record | 868 | 50 | 2015–2024 | ecdc.europa.eu | 2026-10-21 |
| Argentina Ministry of Health open data, HIV case notifications | Programme record | 750 | 1 | 2015–2024 | datos.salud.gob.ar | 2026-10-14 |
| PEPFAR operating-unit budgets | Expenditure account | 600 | 55 | 2005–2020 | data.pepfar.gov | 2026-10-12 |
| Niger health statistics yearbook | Programme record | 477 | 1 | 2013–2024 | stat-niger.org | 2026-10-12 |
| PAHO Interactive HIV Data Dashboard | Programme record | 421 | 32 | 2009–2025 | paho.org | 2026-10-14 |
| Global Fund allocations | Expenditure account | 390 | 105 | 2017–2026 | fetch.theglobalfund.org | 2026-10-12 |
| Peru Demographic and Family Health Survey (ENDES) | Survey | 387 | 1 | 2013–2025 | inei.gob.pe | 2026-10-13 |
| Papua New Guinea National Department of Health provincial HIV dashboard | Programme record | 319 | 1 | 2022–2023 | health.gov.pg | 2026-10-15 |
| Population-based HIV Impact Assessment (PHIA) surveys, through the UNAIDS Inequalities dashboard | Survey | 204 | 13 | 2016–2021 | aidsinfo.unaids.org | 2026-10-15 |
| CDC Peru HIV situation room (Sala VIH) | Programme record | 196 | 1 | 2019–2025 | app7.dge.gob.pe | 2026-10-28 |
| Cameroon National AIDS Control Committee | Programme record | 188 | 1 | 2023–2024 | cnls.cm | 2026-10-12 |
| Public Health Centre of the Ministry of Health of Ukraine, HIV monitoring portal | Programme record | 178 | 1 | 2016–2024 | npsi.phc.org.ua | 2026-10-20 |
| PEPFAR human resources for health inventory | Expenditure account | 162 | 54 | 2025 | data.pepfar.gov | 2026-10-12 |
| Nigeria NASCP National Data Repository | Programme record | 159 | 1 | 2025–2026 | ctd.nascp.gov.ng | 2026-10-12 |
| Philippines DOH Epidemiology Bureau | Programme record | 152 | 1 | 2025–2026 | ship.ph | 2026-10-12 |
| National AIDS Control Organisation of India, Sankalak 2025, seventh edition | Modelled estimate | 140 | 1 | 2024 | naco.mohfw.gov.in | 2026-10-21 |
| Agency on Statistics under the President of the Republic of Tajikistan, health compendium of 2019 | Programme record | 115 | 1 | 2014–2018 | moh.tj | 2026-10-22 |
| PEPFAR voluntary medical male circumcision | Programme record | 108 | 14 | 2010–2017 | data.pepfar.gov | 2026-10-12 |
| Chad health statistics yearbook | Programme record | 82 | 1 | 2022–2023 | inseed.ssn-tchad.td | 2026-10-12 |
| Pacific Data Hub of SPC (the Pacific Community) | Survey | 71 | 8 | 2007–2015 | stats-sdmx-disseminate.pacificdata.org | 2026-10-16 |
| Cameroon National AIDS Spending Assessments | Expenditure account | 67 | 1 | 2007–2021 | unaids.org | 2026-10-12 |
| UNAIDS service continuation dashboard | Programme record | 65 | 20 | 2024–2025 | aidsinfo.unaids.org | 2026-10-14 |
| CLM Asia | Community-led monitoring | 60 | 2 | 2023–2026 | data.clm-asia.org | 2026-10-14 |
| Cambodia NCHADS | Programme record | 60 | 1 | 2022–2026 | nchads.gov.kh | 2026-10-12 |
| National Statistics Office of Georgia (Geostat) statistical database | Programme record | 52 | 1 | 2002–2025 | pc-axis.geostat.ge | 2026-10-20 |
| Haiti Ministry of Public Health and Population statistical reports | Programme record | 44 | 1 | 2020–2023 | mspp.gouv.ht | 2026-10-13 |
| Guinea statistical yearbook | Programme record | 27 | 1 | 2022–2024 | stat-guinee.org | 2026-10-12 |
| Institute of Public Health of Montenegro, annual HIV report for 2025 | Programme record | 27 | 1 | 2001–2025 | api.ijzcg.me | 2026-10-21 |
| Ministry of Health and Social Protection of the Population of Tajikistan, health yearbooks for 2014, 2015, 2016, 2017 and 2021 | Programme record | 25 | 1 | 2014–2021 | moh.tj | 2026-10-22 |
| Lebanon Ministry of Public Health statistical bulletins | Programme record | 23 | 1 | 2007–2018 | moph.gov.lb | 2026-10-28 |
| Thailand HIV Info Hub | Programme record | 23 | 1 | 2021–2025 | hivhub.ddc.moph.go.th | 2026-10-12 |
| Central Bureau of Statistics of the DPRK and UNICEF, Multiple Indicator Cluster Survey 2009 | Survey | 22 | 1 | 2009 | dprk.un.org | 2026-10-22 |
| MERCOSUR HIV epidemiological bulletin 2012 | Programme record | 20 | 1 | 2000–2009 | gub.uy | 2026-10-14 |
| Sri Lanka National STD/AIDS Control Programme annual report 2025 | Programme record | 16 | 1 | 2010–2025 | aidscontrol.gov.lk | 2026-10-16 |
| Republican Centre for the Control of Blood-borne Viral Hepatitis and HIV of the Kyrgyz Republic, situation report of 1 July 2026 | Programme record | 13 | 1 | 2013–2025 | aidscenter.kg | 2026-10-21 |
| Ministry of Health of the Maldives, Maldives Health Statistics 2014 and 2015-16 | Programme record | 12 | 1 | 2005–2016 | health.gov.mv | 2026-10-21 |
| National Centre for Infectious Diseases of Armenia, HIV situation analysis 2025 | Programme record | 11 | 1 | 2015–2025 | ncid.am | 2026-10-21 |
| Mongolia Health Development Center Health Indicators books | Programme record | 11 | 1 | 2015–2025 | hdc.gov.mn | 2026-10-16 |
| National Centre for AIDS and STD Control of Nepal, World AIDS Day factsheets of 2014 to 2019 | Programme record | 11 | 1 | 2008–2018 | ncasc.gov.np | 2026-10-25 |
| AIDS/STD Programme of Bangladesh, World AIDS Day files 2016 to 2025 | Programme record | 10 | 1 | 2016–2025 | objectstorage.ap-dcc-gazipur-1.oraclecloud15.com | 2026-10-21 |
| Bolivia Ministry of Health and Sports epidemiology yearbook 2016 | Programme record | 10 | 1 | 2016 | minsalud.gob.bo | 2026-10-13 |
| Nicaragua Ministry of Health health map (Mapa Nacional de la Salud) | Programme record | 7 | 1 | 2017–2023 | mapasalud.minsa.gob.ni | 2026-10-27 |
| Belize Ministry of Health HIV Surveillance Report 2018 | Programme record | 6 | 1 | 2018 | nacbelize.org | 2026-10-13 |
| China National Disease Control and Prevention Administration yearly notifiable disease tables | Programme record | 6 | 1 | 2023–2025 | ndcpa.gov.cn | 2026-10-15 |
| Solomon Islands National Statistics Office, Demographic and Health Surveys 2006-2007 and 2015 | Survey | 5 | 1 | 2007–2015 | catalog.ihsn.org | 2026-10-21 |
| SDG Tracker of Bangladesh, National AIDS/STD Programme series of indicator 3.3.1, 2022 and 2024 | Programme record | 4 | 1 | 2022–2024 | sdg.gov.bd | 2026-10-21 |
| Kazakh Scientific Centre of Dermatology and Infectious Diseases, surveys among people who inject drugs, 2022 and 2024 | Survey | 3 | 1 | 2020–2024 | kncdiz.kz | 2026-10-21 |
| Vanuatu National Statistics Office and UNICEF, Multiple Indicator Cluster Survey 2007 | Survey | 2 | 1 | 2007 | childinfo.org | 2026-10-25 |
Terms of use
The panel is a compilation of figures published by the bodies listed above. Every body listed above sets separate terms of use, and the terms are stated at the source URL recorded on every row. Anyone quoting a figure from the panel should cite the compilation and also the body that published the figure, using the source name, the URL and the retrieval date carried on the row of the figure.
Smith, A. and Hung, J. (2026) HIV Funding Impacts: a source-tracked panel of HIV financing and service indicators under the Trump administration. Panel last assembled on 29 October 2026.