Global displacement-pressure signals (UNHCR-derived)
Yearly forced-displacement pressure signals derived from the UNHCR Refugee Population Statistics Database demographics (2001 ->): per-country totals hosted (HOST_<ISO3>) and originated (ORIGIN_<ISO3>), with 5-year change, 10-year OLS trend slopes, 3-sigma anomaly flags, 5-year linear-extrapolation forecasts, per-year cross-country ranks, global burden shares, surge flags, and top-10 host/origin flags. The humanitarian-flow companion to wb-poverty-inequality-signals and wb-demographic-transition-signals. All country labels normalized to ISO alpha-3. Raw data: UNHCR Refugee Population Statistics Database (CC-BY-4.0).
Qualité
Attribution
UNHCR Refugee Population Statistics Database
Schéma
| Colonne | Type | Description |
|---|---|---|
| date | string | Reference year of the displacement stock (UNHCR Refugee Population Statistics Database, yearly, YYYY-MM-DD with month/day fixed to 01-01). |
| country | string | |
| country_code | string | |
| series_id | string | HOST_<ISO3> for forcibly displaced persons hosted by the country of asylum, ORIGIN_<ISO3> for persons originating from the country of origin. |
| series_label | string | Human-readable series label naming the country and whether the series counts hosted or originated forcibly displaced persons. |
| value | float | Total forcibly displaced persons (refugees, asylum-seekers, IDPs, Venezuelans displaced abroad and others in need of international protection, per UNHCR categories) hosted by or originating from the country in the reference year, persons. |
| anomaly_flag | integer | |
| forecast_1m | float | |
| rank | integer | |
| change_5y_pct | float | |
| trend_slope_10y | float | |
| share_global | float | |
| surge_flag | integer | |
| top_host_flag | integer |
Exemple de lignes
| date | country | country_code | series_id | series_label | value | anomaly_flag | forecast_1m | rank | change_5y_pct | trend_slope_10y | share_global | surge_flag | top_host_flag |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-01-01 | Aruba | ABW | HOST_ABW | Forcibly displaced persons hosted by Aruba | 5 | 0 | 28030.43296703297 | 163 | — | — | 1.410850262454831e-7 | 0 | 0 |
| 2012-01-01 | Aruba | ABW | HOST_ABW | Forcibly displaced persons hosted by Aruba | 5 | 0 | 28030.43296703297 | 166 | — | — | 1.3948707144550116e-7 | 0 | 0 |
| 2013-01-01 | Aruba | ABW | HOST_ABW | Forcibly displaced persons hosted by Aruba | 5 | 0 | 28030.43296703297 | 167 | — | — | 1.1672998412285447e-7 | 0 | 0 |
| 2014-01-01 | Aruba | ABW | HOST_ABW | Forcibly displaced persons hosted by Aruba | 5 | 0 | 28030.43296703297 | 168 | — | — | 9.099517068610231e-8 | 0 | 0 |
| 2016-01-01 | Aruba | ABW | HOST_ABW | Forcibly displaced persons hosted by Aruba | 5 | 0 | 28030.43296703297 | 170 | — | — | 7.391028122610711e-8 | 0 | 0 |
Télécharger un échantillon
Téléchargez l'échantillon complet de ce jeu de données (lignes d'exemple, pas le jeu complet).
Utiliser avec un LLM
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
curl "https://datazimuts.com/v1/datasets/displacement_pressure_signals/unhcr_displacement_pressure_signals" | jq '{title, rows, columns_count, license}'Python
import requests
ds = requests.get("https://datazimuts.com/v1/datasets/displacement_pressure_signals/unhcr_displacement_pressure_signals").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/displacement_pressure_signals/unhcr_displacement_pressure_signals
Astuce : récupérez /llms.txt pour le catalogue complet lisible par machine.