Datasets:

electricsheepafrica
/

africa-mauritania-africa-covid-19-recoveries-national-4bb5aa84

+---
+license: cc-by-4.0
+language:
+- en
+task_categories:
+- tabular-regression
+- time-series-forecasting
+multilinguality: monolingual
+size_categories:
+- 10K<n<100K
+tags:
+- tabular
+- xls
+- africa
+- mauritania
+- official-statistics
+- open-data
+- health
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: data/train-00000-of-00001.parquet
+pretty_name: "Africa: Covid-19 Recoveries (National) | Africa (Mauritania official open data)"
+---
+# Africa: Covid-19 Recoveries (National) | Africa (Mauritania official open data)
+13,662 rows - 1 Africa country - 2020 - Repackaged by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)
+![rows](https://img.shields.io/badge/rows-13662-blue)
+![countries](https://img.shields.io/badge/countries-1-green)
+![years](https://img.shields.io/badge/years-2020-orange)
+![indicators](https://img.shields.io/badge/indicators-1-purple)
+![license](https://img.shields.io/badge/license-cc-by-4.0-lightgrey)
+## TL;DR
+This dataset packages one official `XLS` resource from **Mauritania** as
+ML-ready Parquet. The source file is the provenance boundary; all usable
+indicators or tabular columns from the resource stay together in this repo.
+## About the source
+- **Source:** [Africa: Covid-19 Recoveries (National)](https://data.humdata.org/dataset/africa-covid-19-recovered-cases)
+- **Publisher:** HERA - Humanitarian Emergency Response Africa
+- **Resource:** [Africa_COVID19_Daily_Recoveries_National.xls](https://data.humdata.org/dataset/ea6b98e6-4789-498c-8456-0f22eaf37996/resource/00c54d15-72ad-4f77-b3f4-a35d8961d79d/download/africa_covid19_daily_recoveries_national.xls)
+- **Format:** `XLS`
+- **License:** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)
+- **Packaging mode:** `indicator_long`
+## Geographic coverage
+1 Africa country:
+| Country | Rows | First year | Last year | Name |
+|---------|-----:|-----------:|----------:|------|
+| `MRT` | 13,662 | 2020 | 2020 | `Mauritania` |
+## Indicators or Resource Contents
+- `africa-covid-19-recoveries-national-4bb5aa84` - Africa: Covid-19 Recoveries (National)
+## Schema
+| Column | Type | Description | Example |
+|--------|------|-------------|---------|
+| `indicator_id` | `string` | Stable indicator identifier. | `africa-covid-19-recoveries-national-4bb5aa84` |
+| `indicator_name` | `string` | Human-readable indicator name. | `Africa: Covid-19 Recoveries (National)` |
+| `country_iso3` | `string` | ISO3 country code. | `MRT` |
+| `source_sheet` | `string` | Workbook sheet name, when the source is a spreadsheet. | `Feuil1` |
+| `country_name` | `string` | Country name. | `Mauritania` |
+| `year` | `Int64` | Observation year. | `2020` |
+| `value` | `float64` | Numeric observation value. | `0.0` |
+| `unit` | `string` | Measurement unit, when available. | `source_units_unspecified` |
+| `dimension_iso` | `string` | Source dimension. | `DZA` |
+| `dimension_country_name` | `string` | Source dimension. | `Algeria` |
+| `dimension_african_region` | `string` | Source dimension. | `Northern Africa` |
+| `source_period_start_year` | `Int64` | First year inferred from source resource metadata. | `` |
+| `source_period_end_year` | `Int64` | Last year inferred from source resource metadata. | `` |
+| `source_period_label` | `string` | Human-readable period inferred from source resource metadata. | `` |
+| `source_provider` | `category` | Publishing organization. | `HERA - Humanitarian Emergency Response Africa` |
+| `source_dataset` | `category` | Source package title. | `Africa: Covid-19 Recoveries (National)` |
+| `source_resource` | `category` | Source resource title. | `Africa_COVID19_Daily_Recoveries_National.xls` |
+| `source_package_id` | `category` | CKAN package UUID. | `ea6b98e6-4789-498c-8456-0f22eaf37996` |
+| `source_resource_id` | `category` | CKAN resource UUID. | `00c54d15-72ad-4f77-b3f4-a35d8961d79d` |
+| `source_url` | `category` | Original source resource URL. | `https://data.humdata.org/dataset/ea6b98e6-4789-498c-8456-0f22eaf37996/re` |
+| `license_id` | `category` | Source license identifier. | `cc-by` |
+| `retrieved_at` | `category` | UTC retrieval timestamp. | `2026-08-18T00:06:00Z` |
+## Usage
+```python
+from datasets import load_dataset
+ds = load_dataset("electricsheepafrica/africa-mauritania-africa-covid-19-recoveries-national-4bb5aa84")
+df = ds["train"].to_pandas()
+print(df.head())
+```
+### Filter to one country
+```python
+sample_country = df[df["country_iso3"] == "MRT"]
+```
+### Work with indicators
+```python
+if "indicator_id" in df.columns:
+    print(df["indicator_id"].value_counts().head())
+    sample = df.sort_values([c for c in ["indicator_id", "year"] if c in df.columns])
+```
+## Citation
+```bibtex
+@misc{electric_sheep_africa_africa_mauritania_africa_covid_19_recoveries_national_4bb5aa84_2020,
+  title        = {Africa: Covid-19 Recoveries (National) | Africa (Mauritania official open data)},
+  author       = {HERA - Humanitarian Emergency Response Africa},
+  year         = {2020},
+  url          = {https://data.humdata.org/dataset/africa-covid-19-recovered-cases},
+  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
+  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-mauritania-africa-covid-19-recoveries-national-4bb5aa84}}
+}
+```
+## License
+Released under [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/).
+Original data (c) HERA - Humanitarian Emergency Response Africa. When using this dataset, please cite both the
+original source above and the Electric Sheep Africa repackaging.
+## About Electric Sheep
+Electric Sheep Africa is part of the Electric Sheep mission: a unified,
+ML-ready data layer for Africa on Hugging Face. 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/electricsheepafrica](https://huggingface.co/electricsheepafrica)
+---
+Provenance: ingested 2026-08-18 via the Electric Sheep pipeline. Source URL:
+https://data.humdata.org/dataset/ea6b98e6-4789-498c-8456-0f22eaf37996/resource/00c54d15-72ad-4f77-b3f4-a35d8961d79d/download/africa_covid19_daily_recoveries_national.xls

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+{
+  "columns": [
+    "indicator_id",
+    "indicator_name",
+    "country_iso3",
+    "source_sheet",
+    "country_name",
+    "year",
+    "value",
+    "unit",
+    "dimension_iso",
+    "dimension_country_name",
+    "dimension_african_region",
+    "source_period_start_year",
+    "source_period_end_year",
+    "source_period_label",
+    "source_provider",
+    "source_dataset",
+    "source_resource",
+    "source_package_id",
+    "source_resource_id",
+    "source_url",
+    "license_id",
+    "retrieved_at"
+  ],
+  "generated_at": "2026-08-18T01:23:19Z",
+  "indicator_count": 1,
+  "mode": "indicator_long",
+  "repo_id": "electricsheepafrica/africa-mauritania-africa-covid-19-recoveries-national-4bb5aa84",
+  "rows": 13662,
+  "source": {
+    "api_base_url": "https://data.humdata.org/api/3/action",
+    "country_iso3": "MRT",
+    "country_name": "Mauritania",
+    "group_names": "dza,ago,ben,bwa,bfa,bdi,cmr,caf,tcd,com,cog,civ,cod,dji,egy,gnq,eri,swz,eth,gab,gmb,gha,gin,gnb,ken,lso,lbr,mdg,mwi,mli,mrt,mus,mar,moz,nam,ner,nga,rwa,stp,syc,sle,som,zaf,ssd,tgo,tun,uga,tza,zmb,zwe",
+    "license_id": "cc-by",
+    "license_title": "Creative Commons Attribution International (CC BY)",
+    "license_url": "http://www.opendefinition.org/licenses/cc-by",
+    "organization_name": "hera-humanitarian-emergency-response-africa",
+    "organization_title": "HERA - Humanitarian Emergency Response Africa",
+    "package_id": "ea6b98e6-4789-498c-8456-0f22eaf37996",
+    "package_name": "africa-covid-19-recovered-cases",
+    "package_notes": "Covid-19 recoveries in Africa, per country, per day from the beginning of the pandemic. Source : national governments.",
+    "package_page_url": "https://data.humdata.org/dataset/africa-covid-19-recovered-cases",
+    "package_title": "Africa: Covid-19 Recoveries (National)",
+    "portal_url": "https://data.humdata.org",
+    "resource_description": "Daily Covid-19 recoveries per country in Africa HERA is gathering national and subnational Covid-19 data since the beginning of the outbreak. We would appreciate your feedback, feel free to contact us!",
+    "resource_format": "XLS",
+    "resource_id": "00c54d15-72ad-4f77-b3f4-a35d8961d79d",
+    "resource_last_modified": "2021-08-31T19:55:25.069242",
+    "resource_name": "Africa_COVID19_Daily_Recoveries_National.xls",
+    "resource_position": "1",
+    "resource_url": "https://data.humdata.org/dataset/ea6b98e6-4789-498c-8456-0f22eaf37996/resource/00c54d15-72ad-4f77-b3f4-a35d8961d79d/download/africa_covid19_daily_recoveries_national.xls",
+    "tag_names": "africa,central africa,covid-19,disease,eastern africa,epidemics-outbreaks,health,horn of africa,west africa"
+  },
+  "year_max": 2020,
+  "year_min": 2020
+}