Upload dataset folder

README.md

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+---
+license: cc-by-4.0
+language:
+- en
+task_categories:
+- tabular-classification
+- tabular-regression
+multilinguality: monolingual
+size_categories:
+- 10K<n<100K
+tags:
+- tabular
+- csv
+- africa
+- mali
+- official-statistics
+- open-data
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: data/train-00000-of-00001.parquet
+pretty_name: "Wildfire: Humanitarian Response Plan (HRP) Countries Hazard Data for Disaster Risk Assessment | Africa (Mali official open data)"
+---
+
+# Wildfire: Humanitarian Response Plan (HRP) Countries Hazard Data for Disaster Risk Assessment | Africa (Mali official open data)
+
+21,914 rows - 1 Africa country - 2000-2021 - Repackaged by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)
+
+![rows](https://img.shields.io/badge/rows-21914-blue)
+![countries](https://img.shields.io/badge/countries-1-green)
+![years](https://img.shields.io/badge/years-2000-2021-orange)
+![indicators](https://img.shields.io/badge/indicators-0-purple)
+![license](https://img.shields.io/badge/license-cc-by-4.0-lightgrey)
+
+## TL;DR
+
+This dataset packages one official `CSV` resource from **Mali** 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:** [Wildfire: Humanitarian Response Plan (HRP) Countries Hazard Data for Disaster Risk Assessment](https://data.humdata.org/dataset/climada-wildfire-dataset)
+- **Publisher:** ETH Zürich - Weather and Climate Risks
+- **Resource:** [yemen-admin1-wildfire.csv](https://data.humdata.org/dataset/ca740910-069b-4a78-92a8-595bd5b2c930/resource/1e709d31-6394-40f2-808a-cdc317235bee/download/yemen-admin1-wildfire.csv)
+- **Format:** `CSV`
+- **License:** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)
+- **Packaging mode:** `tabular_resource`
+
+## Geographic coverage
+
+1 Africa country:
+
+| Country | Rows | First year | Last year | Name |
+|---------|-----:|-----------:|----------:|------|
+| `MLI` | 21,914 | 2000 | 2021 | `Mali` |
+
+## Indicators or Resource Contents
+
+- This source file is packaged as a normalized tabular resource.
+
+## Schema
+
+| Column | Type | Description | Example |
+|--------|------|-------------|---------|
+| `source_record_id` | `string` | Stable row identifier for tabular resources. | `1e709d31-6394-40f2-808a-cdc317235bee:0` |
+| `country_iso3` | `category` | ISO3 country code. | `MLI` |
+| `country_name` | `category` | Country name. | `Mali` |
+| `country_name_2` | `string` | Source column. | `#country` |
+| `admin1_name` | `string` | Source column. | `#adm1+name` |
+| `latitude` | `float64` | Source column. | `` |
+| `longitude` | `float64` | Source column. | `` |
+| `aggregation` | `string` | Source column. | `` |
+| `indicator` | `string` | Source column. | `#indicator+name` |
+| `value` | `float64` | Numeric observation value. | `` |
+| `source_period_start_year` | `Int64` | First year inferred from source resource metadata. | `2000` |
+| `source_period_end_year` | `Int64` | Last year inferred from source resource metadata. | `2021` |
+| `source_period_label` | `category` | Human-readable period inferred from source resource metadata. | `2000-2021` |
+| `source_provider` | `category` | Publishing organization. | `ETH Zürich - Weather and Climate Risks` |
+| `source_dataset` | `category` | Source package title. | `Wildfire: Humanitarian Response Plan (HRP) Countries Hazard Data for Dis` |
+| `source_resource` | `category` | Source resource title. | `yemen-admin1-wildfire.csv` |
+| `source_package_id` | `category` | CKAN package UUID. | `ca740910-069b-4a78-92a8-595bd5b2c930` |
+| `source_resource_id` | `category` | CKAN resource UUID. | `1e709d31-6394-40f2-808a-cdc317235bee` |
+| `source_url` | `category` | Original source resource URL. | `https://data.humdata.org/dataset/ca740910-069b-4a78-92a8-595bd5b2c930/re` |
+| `license_id` | `category` | Source license identifier. | `cc-by` |
+| `retrieved_at` | `category` | UTC retrieval timestamp. | `2026-08-12T23:12:09Z` |
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+ds = load_dataset("electricsheepafrica/africa-mali-wildfire-humanitarian-response-plan-hrp-countries-hazard-d-3f15eb28")
+df = ds["train"].to_pandas()
+print(df.head())
+```
+
+### Filter to one country
+
+```python
+sample_country = df[df["country_iso3"] == "MLI"]
+```
+
+### 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_mali_wildfire_humanitarian_response_plan_hrp_countries_hazard_d_3f15eb28_2021,
+  title        = {Wildfire: Humanitarian Response Plan (HRP) Countries Hazard Data for Disaster Risk Assessment | Africa (Mali official open data)},
+  author       = {ETH Zürich - Weather and Climate Risks},
+  year         = {2021},
+  url          = {https://data.humdata.org/dataset/climada-wildfire-dataset},
+  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
+  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-mali-wildfire-humanitarian-response-plan-hrp-countries-hazard-d-3f15eb28}}
+}
+```
+
+## License
+
+Released under [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/).
+
+Original data (c) ETH Zürich - Weather and Climate Risks. 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 2026-08-13 via the Electric Sheep pipeline. Source URL:
+https://data.humdata.org/dataset/ca740910-069b-4a78-92a8-595bd5b2c930/resource/1e709d31-6394-40f2-808a-cdc317235bee/download/yemen-admin1-wildfire.csv

data/train-00000-of-00001.parquet

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+version https://git-lfs.github.com/spec/v1
+oid sha256:c8ff94e933d0756f49698089c7e9afd96f9845171d865a76aa511148daab755b
+size 82538

metadata/source_snapshot.json

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+{
+  "columns": [
+    "source_record_id",
+    "country_iso3",
+    "country_name",
+    "country_name_2",
+    "admin1_name",
+    "latitude",
+    "longitude",
+    "aggregation",
+    "indicator",
+    "value",
+    "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": "2026-08-13T00:19:52Z",
+  "indicator_count": 0,
+  "mode": "tabular_resource",
+  "repo_id": "electricsheepafrica/africa-mali-wildfire-humanitarian-response-plan-hrp-countries-hazard-d-3f15eb28",
+  "rows": 21914,
+  "source": {
+    "api_base_url": "https://data.humdata.org/api/3/action",
+    "country_iso3": "MLI",
+    "country_name": "Mali",
+    "group_names": "afg,bfa,bdi,cmr,caf,tcd,col,cod,eth,hti,mli,moz,mmr,ner,nga,som,ssd,pse,sdn,syr,ukr,ven,yem",
+    "license_id": "cc-by",
+    "license_title": "Creative Commons Attribution International (CC BY)",
+    "license_url": "http://www.opendefinition.org/licenses/cc-by",
+    "organization_name": "eth-zurich-weather-and-climate-risks",
+    "organization_title": "ETH Zürich - Weather and Climate Risks",
+    "package_id": "ca740910-069b-4a78-92a8-595bd5b2c930",
+    "package_name": "climada-wildfire-dataset",
+    "package_notes": "Global wildfire dataset at 4km resolution, based on MODIS satellite data 2000-2021 (cf https://firms.modaps.eosdis.nasa.gov).",
+    "package_page_url": "https://data.humdata.org/dataset/climada-wildfire-dataset",
+    "package_title": "Wildfire: Humanitarian Response Plan (HRP) Countries Hazard Data for Disaster Risk Assessment",
+    "portal_url": "https://data.humdata.org",
+    "resource_description": "Gridded (4kmx4km) wildfire extent for Yemen at with admin1 name column",
+    "resource_format": "CSV",
+    "resource_id": "1e709d31-6394-40f2-808a-cdc317235bee",
+    "resource_last_modified": "2025-09-05T07:54:14.876335",
+    "resource_name": "yemen-admin1-wildfire.csv",
+    "resource_position": "24",
+    "resource_url": "https://data.humdata.org/dataset/ca740910-069b-4a78-92a8-595bd5b2c930/resource/1e709d31-6394-40f2-808a-cdc317235bee/download/yemen-admin1-wildfire.csv",
+    "tag_names": "geodata,hazards and risk,humanitarian response plan-hrp,hxl"
+  },
+  "year_max": 2021,
+  "year_min": 2000
+}