Upload dataset folder

README.md

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+---
+license: cc-by-sa-4.0
+language:
+- en
+task_categories:
+- tabular-regression
+- time-series-forecasting
+multilinguality: monolingual
+size_categories:
+- 100K<n<1M
+tags:
+- tabular
+- xlsx
+- africa
+- mali
+- official-statistics
+- open-data
+- ict
+- health
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: data/train-00000-of-00001.parquet
+pretty_name: "Attacks on Health Care Data | Africa (Mali official open data)"
+---
+
+# Attacks on Health Care Data | Africa (Mali official open data)
+
+303,728 rows - 1 Africa country - 2024-2026 - Repackaged by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)
+
+![rows](https://img.shields.io/badge/rows-303728-blue)
+![countries](https://img.shields.io/badge/countries-1-green)
+![years](https://img.shields.io/badge/years-2024-2026-orange)
+![indicators](https://img.shields.io/badge/indicators-16-purple)
+![license](https://img.shields.io/badge/license-cc-by-sa-4.0-lightgrey)
+
+## TL;DR
+
+This dataset packages one official `XLSX` 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:** [Attacks on Health Care Data](https://data.humdata.org/dataset/sind-safeguarding-healthcare-monthly-news-briefs-dataset)
+- **Publisher:** Insecurity Insight
+- **Resource:** [2016-2026 Attacks on Health Care Incident Data.xlsx](https://data.humdata.org/dataset/3777392b-8dc6-4615-ab1d-8ea136075d93/resource/75933f3d-7b20-437d-8d6e-5aba864124f4/download/2016-2026-attacks-on-health-care-incident-data.xlsx)
+- **Format:** `XLSX`
+- **License:** [CC BY-SA](https://creativecommons.org/licenses/by-sa/4.0/)
+- **Packaging mode:** `indicator_long`
+
+## Geographic coverage
+
+1 Africa country:
+
+| Country | Rows | First year | Last year | Name |
+|---------|-----:|-----------:|----------:|------|
+| `MLI` | 303,728 | 2024 | 2026 | `Mali` |
+
+## Indicators or Resource Contents
+
+- `attacks-on-health-care-data-number-of-attacks-on-health-facilities-repor-e4ccac77` - Attacks on Health Care Data - number of attacks on health facilities reporting destruc
+- `attacks-on-health-care-data-number-of-attacks-on-health-facilities-repor-a1896576` - Attacks on Health Care Data - number of attacks on health facilities reporting damaged
+- `attacks-on-health-care-data-forceful-entry-into-health-facility-aaee4080` - Attacks on Health Care Data - forceful entry into health facility
+- `attacks-on-health-care-data-occupation-of-health-facility-c540e73a` - Attacks on Health Care Data - occupation of health facility
+- `attacks-on-health-care-data-vicinity-of-health-facility-affected-e63ab3fd` - Attacks on Health Care Data - vicinity of health facility affected
+- `attacks-on-health-care-data-health-transportation-destroyed-65b7bdb7` - Attacks on Health Care Data - health transportation destroyed
+- `attacks-on-health-care-data-health-transportation-damaged-dde2b736` - Attacks on Health Care Data - health transportation damaged
+- `attacks-on-health-care-data-health-transportation-stolen-hijacked-e5719d6d` - Attacks on Health Care Data - health transportation stolen hijacked
+- `attacks-on-health-care-data-health-workers-killed-db6a5cda` - Attacks on Health Care Data - health workers killed
+- `attacks-on-health-care-data-health-workers-injured-1e410239` - Attacks on Health Care Data - health workers injured
+- `attacks-on-health-care-data-health-workers-kidnapped-26174f8b` - Attacks on Health Care Data - health workers kidnapped
+- `attacks-on-health-care-data-health-workers-arrested-4f5c871b` - Attacks on Health Care Data - health workers arrested
+- `attacks-on-health-care-data-health-workers-threatened-166bb0bd` - Attacks on Health Care Data - health workers threatened
+- `attacks-on-health-care-data-health-workers-assaulted-81465ff6` - Attacks on Health Care Data - health workers assaulted
+- `attacks-on-health-care-data-health-workers-sexually-assaulted-11d89be9` - Attacks on Health Care Data - health workers sexually assaulted
+- `attacks-on-health-care-data-sind-event-id-0deda6ab` - Attacks on Health Care Data - sind event id
+
+## Schema
+
+| Column | Type | Description | Example |
+|--------|------|-------------|---------|
+| `indicator_id` | `string` | Stable indicator identifier. | `attacks-on-health-care-data-number-of-attacks-on-health-facilities-repor` |
+| `indicator_name` | `string` | Human-readable indicator name. | `Attacks on Health Care Data - number of attacks on health facilities rep` |
+| `country_iso3` | `string` | ISO3 country code. | `MLI` |
+| `source_sheet` | `string` | Workbook sheet name, when the source is a spreadsheet. | `Sheet1` |
+| `country_name` | `string` | Country name. | `Mali` |
+| `year` | `Int64` | Observation year. | `2026` |
+| `value` | `float64` | Numeric observation value. | `0.0` |
+| `unit` | `string` | Measurement unit, when available. | `source_units_unspecified` |
+| `dimension_date` | `string` | Source dimension. | `2026-08-04 00:00:00` |
+| `dimension_country` | `string` | Source dimension. | `DRC` |
+| `dimension_country_iso` | `string` | Source dimension. | `COD` |
+| `dimension_admin_1` | `string` | Source dimension. | `Ituri` |
+| `dimension_geo_precision` | `string` | Source dimension. | `censored` |
+| `dimension_reported_perpetrator` | `string` | Source dimension. | `Civilian` |
+| `dimension_reported_perpetrator_name` | `string` | Source dimension. | `Youth` |
+| `dimension_weapon_carried_used` | `string` | Source dimension. | `Unspecified Explosive` |
+| `dimension_location_of_incident` | `string` | Source dimension. | `Health Building` |
+| `dimension_affects_access_to_medicines_vaccines_and_other` | `string` | Source dimension. | `False` |
+| `dimension_known_kidnapping_or_arrest_outcome` | `string` | Source dimension. | `` |
+| `dimension_conflict_related_violence` | `string` | Source dimension. | `ConflictEvent` |
+| `dimension_political_related_violence` | `string` | Source dimension. | `NotApplicable` |
+| `dimension_covid_19_related_violence` | `string` | Source dimension. | `NotApplicable` |
+| `dimension_ebola_related_violence` | `string` | Source dimension. | `Ebola-related` |
+| `dimension_vaccination_related_violence` | `string` | Source dimension. | `NotApplicable` |
+| `dimension_attacks_on_emergency_medical_services` | `string` | Source dimension. | `NotApplicable` |
+| `dimension_polio_related_violence` | `string` | Source dimension. | `NotApplicable` |
+| `dimension_children_s_health_services_affected` | `string` | Source dimension. | `NotApplicable` |
+| `dimension_attacks_on_children_s_hospitals` | `string` | Source dimension. | `NotApplicable` |
+| `dimension_women_s_health_services_affected` | `string` | Source dimension. | `NotApplicable` |
+| `dimension_hospital_utilities_affected` | `string` | Source dimension. | `NotApplicable` |
+| `dimension_date_event_entered` | `string` | Source dimension. | `2026-08-05 00:00:00` |
+| `source_period_start_year` | `Int64` | First year inferred from source resource metadata. | `2016` |
+| `source_period_end_year` | `Int64` | Last year inferred from source resource metadata. | `2026` |
+| `source_period_label` | `category` | Human-readable period inferred from source resource metadata. | `2016-2026` |
+| `source_provider` | `category` | Publishing organization. | `Insecurity Insight` |
+| `source_dataset` | `category` | Source package title. | `Attacks on Health Care Data` |
+| `source_resource` | `category` | Source resource title. | `2016-2026 Attacks on Health Care Incident Data.xlsx` |
+| `source_package_id` | `category` | CKAN package UUID. | `3777392b-8dc6-4615-ab1d-8ea136075d93` |
+| `source_resource_id` | `category` | CKAN resource UUID. | `75933f3d-7b20-437d-8d6e-5aba864124f4` |
+| `source_url` | `category` | Original source resource URL. | `https://data.humdata.org/dataset/3777392b-8dc6-4615-ab1d-8ea136075d93/re` |
+| `license_id` | `category` | Source license identifier. | `cc-by-sa` |
+| `retrieved_at` | `category` | UTC retrieval timestamp. | `2026-08-12T23:12:09Z` |
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+ds = load_dataset("electricsheepafrica/africa-mali-attacks-on-health-care-data-5f769d12")
+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_attacks_on_health_care_data_5f769d12_2026,
+  title        = {Attacks on Health Care Data | Africa (Mali official open data)},
+  author       = {Insecurity Insight},
+  year         = {2026},
+  url          = {https://data.humdata.org/dataset/sind-safeguarding-healthcare-monthly-news-briefs-dataset},
+  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
+  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-mali-attacks-on-health-care-data-5f769d12}}
+}
+```
+
+## License
+
+Released under [CC BY-SA](https://creativecommons.org/licenses/by-sa/4.0/).
+
+Original data (c) Insecurity Insight. 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/3777392b-8dc6-4615-ab1d-8ea136075d93/resource/75933f3d-7b20-437d-8d6e-5aba864124f4/download/2016-2026-attacks-on-health-care-incident-data.xlsx

data/train-00000-of-00001.parquet

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+version https://git-lfs.github.com/spec/v1
+oid sha256:16f6ffead89007be191a7e148bd32aee614b92249c45ef5d99d88f0b15206621
+size 328351

metadata/source_snapshot.json

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+{
+  "columns": [
+    "indicator_id",
+    "indicator_name",
+    "country_iso3",
+    "source_sheet",
+    "country_name",
+    "year",
+    "value",
+    "unit",
+    "dimension_date",
+    "dimension_country",
+    "dimension_country_iso",
+    "dimension_admin_1",
+    "dimension_geo_precision",
+    "dimension_reported_perpetrator",
+    "dimension_reported_perpetrator_name",
+    "dimension_weapon_carried_used",
+    "dimension_location_of_incident",
+    "dimension_affects_access_to_medicines_vaccines_and_other",
+    "dimension_known_kidnapping_or_arrest_outcome",
+    "dimension_conflict_related_violence",
+    "dimension_political_related_violence",
+    "dimension_covid_19_related_violence",
+    "dimension_ebola_related_violence",
+    "dimension_vaccination_related_violence",
+    "dimension_attacks_on_emergency_medical_services",
+    "dimension_polio_related_violence",
+    "dimension_children_s_health_services_affected",
+    "dimension_attacks_on_children_s_hospitals",
+    "dimension_women_s_health_services_affected",
+    "dimension_hospital_utilities_affected",
+    "dimension_date_event_entered",
+    "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": "2026-08-12T23:43:33Z",
+  "indicator_count": 16,
+  "mode": "indicator_long",
+  "repo_id": "electricsheepafrica/africa-mali-attacks-on-health-care-data-5f769d12",
+  "rows": 303728,
+  "source": {
+    "api_base_url": "https://data.humdata.org/api/3/action",
+    "country_iso3": "MLI",
+    "country_name": "Mali",
+    "group_names": "afg,dza,arg,arm,aus,aut,aze,bgd,blr,bel,blz,bol,bra,bfa,bdi,khm,cmr,can,caf,tcd,chl,chn,col,cog,cri,civ,hrv,cyp,cod,dji,dom,ecu,egy,slv,swz,eth,fin,fra,gmb,geo,deu,gha,grc,gtm,gnb,hti,hnd,ind,idn,irn,irq,isr,ita,jpn,jor,kaz,ken,kwt,lby,mdg,mwi,mli,mlt,mus,mex,mar,moz,mmr,nru,npl,nld,nzl,nic,ner,nga,mkd,nor,pak,png,per,phl,pol,prt,rou,rus,sau,sen,srb,sle,sgp,som,zaf,ssd,esp,lka,pse,sdn,swe,che,syr,tjk,tha,tto,tun,tur,uga,ukr,are,gbr,tza,usa,ven,yem,zmb",
+    "license_id": "cc-by-sa",
+    "license_title": "Creative Commons Attribution Share-Alike (CC BY-SA)",
+    "license_url": "http://www.opendefinition.org/licenses/cc-by-sa",
+    "organization_name": "insecurity-insight",
+    "organization_title": "Insecurity Insight",
+    "package_id": "3777392b-8dc6-4615-ab1d-8ea136075d93",
+    "package_name": "sind-safeguarding-healthcare-monthly-news-briefs-dataset",
+    "package_notes": "This page contains agency- and open source events published in the [Attacks on Health Care News Brief](https://insecurityinsight.org/projects/healthcare/monthlynewsbrief). Categorized by country. Please get in touch if you are interested in curated Resources: info@insecurityinsight.org. For data supporting the Safeguarding Health in Conflict Coalition (SHCC), please see: https://data.humdata.org/dataset/shcchealthcare-dataset",
+    "package_page_url": "https://data.humdata.org/dataset/sind-safeguarding-healthcare-monthly-news-briefs-dataset",
+    "package_title": "Attacks on Health Care Data",
+    "portal_url": "https://data.humdata.org",
+    "resource_description": "Resource covering 01 January 2016 to 04 August 2026 on [attacks on health care](https://insecurityinsight.org/projects/healthcare/monthlynewsbrief) based on agency- and open source events. Categorised by country.",
+    "resource_format": "XLSX",
+    "resource_id": "75933f3d-7b20-437d-8d6e-5aba864124f4",
+    "resource_last_modified": "2026-08-10T08:05:07.149697",
+    "resource_name": "2016-2026 Attacks on Health Care Incident Data.xlsx",
+    "resource_position": "0",
+    "resource_url": "https://data.humdata.org/dataset/3777392b-8dc6-4615-ab1d-8ea136075d93/resource/75933f3d-7b20-437d-8d6e-5aba864124f4/download/2016-2026-attacks-on-health-care-incident-data.xlsx",
+    "tag_names": "complex emergency-conflict-security,crisis-greater-middle-east,disease,health,health facilities"
+  },
+  "year_max": 2026,
+  "year_min": 2024
+}