Maternal care survey panel by country (UNICEF)
Survey-wave panel of three headline maternal-care coverage indicators for ~150-190 countries (keyless UNICEF Data Warehouse SDMX, MNCH dataflow): births attended by skilled health personnel (SDG 3.1.2), antenatal care with 4+ visits, and institutional deliveries, 2000-2025 — each wave with its source survey, a chronological wave index, a latest-wave flag, and the change in points versus the country's first wave. The maternal-care layer for development, global-health and country-risk models; joins on country_code with the catalog's other global panels. Survey waves, not an annual panel.
Les titres et les descriptions proviennent des sources de données, en anglais.
- Lignes
- 4 285
- Colonnes
- 13
- Cadence de la source
- Annuelle
- Dernière actualisation
- 5 oct. 2026
- Thème
- health
| Colonne | Type | Description |
|---|---|---|
| country_code | string | ISO 3166-1 alpha-3 country code (UNICEF Data Warehouse field REF_AREA; regional aggregates dropped; XKX kept for Kosovo). |
| country | string | Country name from the catalog's canonical ISO3 mapper (+Kosovo override). |
| indicator | string | Canonical indicator slug: sab (SDG 3.1.2), anc4, or instdel. |
| indicator_label | string | Human-readable indicator definition. |
| value_pct | float | Survey-wave estimate of the indicator, percent. (unit: %) |
| estimate_year | integer | Reference year of the survey estimate (TIME_PERIOD). |
| data_source | string | Source survey name from the UNICEF CL_MATERNAL_SOURCE codelist (raw MNCH_SRC_* code when the codelist has no entry). |
| source_label | string | Originating database/programme label (SOURCE_LINK, e.g. the Joint UNICEF-WHO Database on Skilled Birth Attendance). |
| wave_seq | integer | Chronological wave number within (country, indicator), 1 = earliest wave. |
| is_latest | integer | 1 if this is the country's latest wave for the indicator, else 0. |
| change_pp_vs_first | float | Value minus the country's first-wave value for the indicator, percentage points (0.0 on the first wave). (unit: pp) |
| obs_status | string | UNICEF observation status (RP on every row). |
| row_hash | string | Deterministic 12-hex row identity hash (country_code|indicator|estimate_year). |
10 premières lignes d’exemple — un aperçu, pas le jeu de données complet.
| country_code | country | indicator | indicator_label | value_pct | estimate_year | data_source | source_label | wave_seq | is_latest | change_pp_vs_first | obs_status | row_hash |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AFG | Afghanistan | anc4 | Antenatal care, 4+ visits (%) | 16,1 | 2 010 | Afghanistan Mortality Survey 2010 | — | 1 | 0 | 0 | RP | b2ec802691c1 |
| AFG | Afghanistan | anc4 | Antenatal care, 4+ visits (%) | 14,6 | 2 011 | Multiple Indicator Cluster Survey 2010-2011 | — | 2 | 0 | -1,5 | RP | 66a3de4fc439 |
| AFG | Afghanistan | anc4 | Antenatal care, 4+ visits (%) | 22,7 | 2 014 | Living Conditions Survey 2013-2014 | — | 3 | 0 | 6,6 | RP | 4dc5462e8bc1 |
| AFG | Afghanistan | anc4 | Antenatal care, 4+ visits (%) | 17,8 | 2 015 | Demographic and Health Survey 2015 | — | 4 | 0 | 1,7 | RP | 1df6ae935b70 |
| AFG | Afghanistan | anc4 | Antenatal care, 4+ visits (%) | 16,3 | 2 017 | Afghanistan Living Conditions Survey 2016-17. Kabul: Central Statistics Organization (CSO); 2018. | — | 5 | 0 | 0,2 | RP | 9d881e31240e |
| AFG | Afghanistan | anc4 | Antenatal care, 4+ visits (%) | 20,9 | 2 018 | Afghanistan Health Survey 2018. Amsterdam: KIT Royal Tropical Institute; 2018. | — | 6 | 0 | 4,8 | RP | 2b8ee987115c |
| AFG | Afghanistan | anc4 | Antenatal care, 4+ visits (%) | 27,6 | 2 020 | Afghanistan 2019-2020 Income; Expenditure & Labour Force Survey; National Statistics and Information Authority | — | 7 | 0 | 11,5 | RP | c4d2212b9190 |
| AFG | Afghanistan | anc4 | Antenatal care, 4+ visits (%) | 33,4 | 2 023 | Multiple Indicators Survey 2022-23 | — | 8 | 1 | 17,3 | RP | 92b200fe39e8 |
| AGO | Angola | anc4 | Antenatal care, 4+ visits (%) | 61,4 | 2 016 | Demographic and Health Survey 2015-2016 | — | 1 | 0 | 0 | RP | 597de5f1052a |
| AGO | Angola | anc4 | Antenatal care, 4+ visits (%) | 51,2 | 2 024 | Demographic and Household Survey 2023-24 Key Indicators Report | CRAVE 2025 - Template | 2 | 1 | -10,2 | RP | 998e520f1aa6 |
- Actuelle
20261005T182905Z-2969f2a587a4 · sha256 2969f2a587a4…
4 285 lignes · premier instantané
Dirigez n’importe quel LLM vers le point d’accès des métadonnées — la documentation ci-dessus est aussi lisible par machine (JSON-LD + Croissant).
curl "https://datazimuts.com/v1/datasets/unicef_mnch_intel/unicef_mnch_maternal_care_panel" | jq '{title, rows, columns_count, license}'import requests
ds = requests.get("https://datazimuts.com/v1/datasets/unicef_mnch_intel/unicef_mnch_maternal_care_panel").json()
print(ds["title"], ds["rows"], "rows")
# Sample rows for an LLM context window
for row in ds.get("sample_rows", [])[:5]:
print(row)Point d’accès API : https://datazimuts.com/v1/datasets/unicef_mnch_intel/unicef_mnch_maternal_care_panel
Astuce : récupérez /llms.txt pour le catalogue complet lisible par machine.
D’où viennent ces données et ce qui en a été fait. Le travail des autres apparaît sous forme de décomptes ; seuls les projets partagés sont nommés.
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Épinglé à l’instantané 20261005T182905Z-2969f2a587a4 et à son empreinte, pour que vos lecteurs obtiennent exactement les données utilisées.
UNICEF maternal-care intelligence. (2026). Maternal care survey panel by country (UNICEF) [Data set, snapshot 20261005T182905Z-2969f2a587a4, sha256 2969f2a587a4]. Datazimuts. Retrieved 2026-10-06, from https://datazimuts.com/fr/datasets/unicef_mnch_intel/unicef_mnch_maternal_care_panel?snapshot=20261005T182905Z-2969f2a587a4
@misc{dz_unicef_mnch_intel_unicef_mnch_maternal_c_2969f2a5,
title = {{Maternal care survey panel by country (UNICEF)}},
author = {{UNICEF maternal-care intelligence}},
year = {2026},
publisher = {Datazimuts},
howpublished = {\url{https://datazimuts.com/fr/datasets/unicef_mnch_intel/unicef_mnch_maternal_care_panel?snapshot=20261005T182905Z-2969f2a587a4}},
note = {Snapshot 20261005T182905Z-2969f2a587a4, sha256 2969f2a587a4820a2fa1467cb02d70d64b5f534d8e3c350639f56b8c9aaf1f7a; accessed 2026-10-06}
}Intégrer un tableau ou un graphique
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<iframe src="https://datazimuts.com/embed/chart?dataset=unicef_mnch_intel%2Funicef_mnch_maternal_care_panel&lang=fr&theme=auto&snapshot=20261005T182905Z-2969f2a587a4&x=estimate_year&y=value_pct&agg=avg" title="Maternal care survey panel by country (UNICEF)" width="100%" height="380" style="border:0" loading="lazy"></iframe>
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