indicator_code stringclasses 1
value | country_iso3 stringlengths 3 3 | who_region stringclasses 1
value | year int64 2.02k 2.02k | value_numeric float64 20 100 | value_low null | value_high null | value_display stringclasses 9
values | last_updated stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|
IHRSPAR2_C06 | LTU | EUR | 2,022 | 60 | null | null | 60 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | BIH | EUR | 2,021 | 20 | null | null | 20 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | DEU | EUR | 2,021 | 80 | null | null | 80 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | GRC | EUR | 2,021 | 60 | null | null | 60 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | SMR | EUR | 2,021 | 40 | null | null | 40 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | MNE | EUR | 2,023 | 40 | null | null | 40 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | LVA | EUR | 2,022 | 50 | null | null | 50 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | LIE | EUR | 2,022 | 80 | null | null | 80 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | BLR | EUR | 2,021 | 100 | null | null | 100 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | SRB | EUR | 2,023 | 50 | null | null | 50 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | CZE | EUR | 2,022 | 70 | null | null | 70 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | FRA | EUR | 2,022 | 80 | null | null | 80 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | MKD | EUR | 2,021 | 60 | null | null | 60 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | MLT | EUR | 2,022 | 90 | null | null | 90 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | ESP | EUR | 2,021 | 40 | null | null | 40 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | NOR | EUR | 2,022 | 100 | null | null | 100 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | IRL | EUR | 2,022 | 40 | null | null | 40 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | BGR | EUR | 2,021 | 50 | null | null | 50 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | EST | EUR | 2,021 | 60 | null | null | 60 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | ITA | EUR | 2,023 | 40 | null | null | 40 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | DEU | EUR | 2,022 | 80 | null | null | 80 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | SWE | EUR | 2,021 | 80 | null | null | 80 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | DNK | EUR | 2,022 | 100 | null | null | 100 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | LTU | EUR | 2,021 | 60 | null | null | 60 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | UKR | EUR | 2,021 | 40 | null | null | 40 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | AUT | EUR | 2,023 | 60 | null | null | 60 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | LIE | EUR | 2,023 | 80 | null | null | 80 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | LUX | EUR | 2,022 | 80 | null | null | 80 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | FRA | EUR | 2,021 | 80 | null | null | 80 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | HRV | EUR | 2,022 | 70 | null | null | 70 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | EST | EUR | 2,023 | 80 | null | null | 80 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | BLR | EUR | 2,022 | 100 | null | null | 100 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | LTU | EUR | 2,023 | 70 | null | null | 70 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | EST | EUR | 2,022 | 60 | null | null | 60 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | SVK | EUR | 2,023 | 40 | null | null | 40 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | BEL | EUR | 2,022 | 50 | null | null | 50 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | SVN | EUR | 2,023 | 70 | null | null | 70 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | GBR | EUR | 2,022 | 90 | null | null | 90 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | NOR | EUR | 2,023 | 100 | null | null | 100 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | LUX | EUR | 2,021 | 80 | null | null | 80 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | PRT | EUR | 2,022 | 80 | null | null | 80 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | RUS | EUR | 2,021 | 100 | null | null | 100 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | BEL | EUR | 2,023 | 70 | null | null | 70 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | BIH | EUR | 2,022 | 20 | null | null | 20 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | SMR | EUR | 2,023 | 40 | null | null | 40 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | AUT | EUR | 2,021 | 60 | null | null | 60 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | BLR | EUR | 2,023 | 100 | null | null | 100 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | FIN | EUR | 2,023 | 60 | null | null | 60 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | LVA | EUR | 2,021 | 50 | null | null | 50 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | POL | EUR | 2,022 | 80 | null | null | 80 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | BEL | EUR | 2,021 | 50 | null | null | 50 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | MDA | EUR | 2,023 | 30 | null | null | 30 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | RUS | EUR | 2,023 | 100 | null | null | 100 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | SRB | EUR | 2,021 | 50 | null | null | 50 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | IRL | EUR | 2,021 | 60 | null | null | 60 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | HRV | EUR | 2,023 | 70 | null | null | 70 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | MKD | EUR | 2,023 | 50 | null | null | 50 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | GRC | EUR | 2,022 | 60 | null | null | 60 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | MLT | EUR | 2,021 | 90 | null | null | 90 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | ITA | EUR | 2,022 | 50 | null | null | 50 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | SWE | EUR | 2,023 | 80 | null | null | 80 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | MDA | EUR | 2,022 | 30 | null | null | 30 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | POL | EUR | 2,023 | 80 | null | null | 80 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | FRA | EUR | 2,023 | 80 | null | null | 80 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | ISL | EUR | 2,022 | 90 | null | null | 90 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | NLD | EUR | 2,021 | 70 | null | null | 70 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | HRV | EUR | 2,021 | 70 | null | null | 70 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | MNE | EUR | 2,022 | 40 | null | null | 40 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | SWE | EUR | 2,022 | 80 | null | null | 80 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | ISL | EUR | 2,021 | 80 | null | null | 80 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | MCO | EUR | 2,021 | 80 | null | null | 80 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | ESP | EUR | 2,023 | 60 | null | null | 60 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | SVN | EUR | 2,022 | 70 | null | null | 70 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | ISL | EUR | 2,023 | 60 | null | null | 60 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | LIE | EUR | 2,021 | 80 | null | null | 80 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | ROU | EUR | 2,023 | 60 | null | null | 60 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | FIN | EUR | 2,022 | 60 | null | null | 60 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | DNK | EUR | 2,023 | 100 | null | null | 100 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | SRB | EUR | 2,022 | 50 | null | null | 50 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | ALB | EUR | 2,022 | 90 | null | null | 90 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | HUN | EUR | 2,022 | 30 | null | null | 30 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | CZE | EUR | 2,021 | 70 | null | null | 70 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | ALB | EUR | 2,023 | 90 | null | null | 90 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | CZE | EUR | 2,023 | 70 | null | null | 70 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | ROU | EUR | 2,022 | 60 | null | null | 60 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | PRT | EUR | 2,021 | 80 | null | null | 80 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | MNE | EUR | 2,021 | 50 | null | null | 50 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | SVK | EUR | 2,021 | 40 | null | null | 40 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | LVA | EUR | 2,023 | 50 | null | null | 50 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | MLT | EUR | 2,023 | 80 | null | null | 80 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | MKD | EUR | 2,022 | 30 | null | null | 30 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | UKR | EUR | 2,023 | 80 | null | null | 80 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | CHE | EUR | 2,023 | 80 | null | null | 80 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | ITA | EUR | 2,021 | 50 | null | null | 50 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | LUX | EUR | 2,023 | 80 | null | null | 80 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | RUS | EUR | 2,022 | 100 | null | null | 100 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | BIH | EUR | 2,023 | 20 | null | null | 20 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | NLD | EUR | 2,023 | 70 | null | null | 70 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | HUN | EUR | 2,021 | 20 | null | null | 20 | 2024-05-14T16:43:40.88+02:00 |
IHRSPAR2_C06 | ROU | EUR | 2,021 | 60 | null | null | 60 | 2024-05-14T16:43:40.88+02:00 |
Human resources | Europe (WHO GHO)
🇪🇺 125 observations · 42 Europe countries · 2021–2023 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 125 observations of Human resources data across 42 Europe countries, spanning 2021–2023, covering 1 distinct indicators.
About the source
- Source: WHO Global Health Observatory
- Publisher: World Health Organization
- License: cc-by-4.0
- Topic: Human resources
Geographic coverage
42 Europe countries · top rows shown below, sorted by row count:
| Country | Rows | First year | Last year |
|---|---|---|---|
ALB |
3 | 2021 | 2023 |
AUT |
3 | 2021 | 2023 |
BEL |
3 | 2021 | 2023 |
BGR |
3 | 2021 | 2023 |
BIH |
3 | 2021 | 2023 |
BLR |
3 | 2021 | 2023 |
CHE |
3 | 2021 | 2023 |
CZE |
3 | 2021 | 2023 |
DEU |
3 | 2021 | 2023 |
DNK |
3 | 2021 | 2023 |
ESP |
3 | 2021 | 2023 |
EST |
3 | 2021 | 2023 |
FIN |
3 | 2021 | 2023 |
FRA |
3 | 2021 | 2023 |
GBR |
3 | 2021 | 2023 |
| ... | 27 more countries |
Indicators (sample)
IHRSPAR2_C06
Schema
| Column | Type | Description | Example |
|---|---|---|---|
indicator_code |
object |
— | IHRSPAR2_C06 |
country_iso3 |
object |
— | ALB |
who_region |
object |
— | EUR |
year |
int64 |
— | 2021 |
value_numeric |
float64 |
— | 80.0 |
value_low |
object |
— | — |
value_high |
object |
— | — |
value_display |
object |
— | 80 |
last_updated |
object |
— | 2024-05-14T16:43:40.88+02:00 |
Usage
from datasets import load_dataset
ds = load_dataset("electricsheepeurope/europe-who-human-resources")
df = ds["train"].to_pandas()
print(df.head())
Filter to one country
germany = df[df["country_iso3"] == "DEU"]
Time-series for a single indicator
sample = (df[df["indicator_code"] == "IHRSPAR2_C06"]
.sort_values("year"))
sample.plot(x="year", y="value_numeric", title="IHRSPAR2_C06")
Pivot to country × year matrix
matrix = (df[df["indicator_code"] == "IHRSPAR2_C06"]
.pivot_table(index="year", columns="country_iso3", values="value_numeric"))
print(matrix.tail())
Citation
@misc{europe_who_human_resources_2023,
title = {Human resources | Europe (WHO GHO)},
author = {World Health Organization},
year = {2023},
url = {https://www.who.int/data/gho},
publisher = {HuggingFace Datasets, repackaged by Electric Sheep Europe},
howpublished = {\url{https://huggingface.co/datasets/electricsheepeurope/europe-who-human-resources}}
}
License
Released under cc-by-4.0.
Original data © World Health Organization. When using this dataset, please cite both the original source above and the Electric Sheep Europe repackaging.
About Electric Sheep
Electric Sheep Europe is part of the Electric Sheep mission: a unified, ML-ready data layer for Europe on HuggingFace. We pull data from authoritative open sources, normalize the schemas, package as Parquet, and publish with consistent dataset cards so researchers and developers can use load_dataset() to start working in seconds.
Browse the full collection: huggingface.co/electricsheepeurope
Provenance: ingested 2026-05-31 via the Electric Sheep pipeline. Source URL: https://www.who.int/data/gho
- Downloads last month
- 13