Upload dataset folder

README.md

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+---
+license: cc-by-sa-4.0
+language:
+- en
+task_categories:
+- tabular-classification
+- tabular-regression
+multilinguality: monolingual
+size_categories:
+- 1K<n<10K
+tags:
+- tabular
+- xlsx
+- africa
+- libya
+- official-statistics
+- open-data
+- ict
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: data/train-00000-of-00001.parquet
+pretty_name: "Explosive Weapons Monitor Data by Insecurity Insight | Africa (Libya official open data)"
+---
+
+# Explosive Weapons Monitor Data by Insecurity Insight | Africa (Libya official open data)
+
+1,832 rows - 1 Africa country - 2024 - Repackaged by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)
+
+![rows](https://img.shields.io/badge/rows-1832-blue)
+![countries](https://img.shields.io/badge/countries-1-green)
+![years](https://img.shields.io/badge/years-2024-orange)
+![indicators](https://img.shields.io/badge/indicators-0-purple)
+![license](https://img.shields.io/badge/license-cc-by-sa-4.0-lightgrey)
+
+## TL;DR
+
+This dataset packages one official `XLSX` resource from **Libya** 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:** [Explosive Weapons Monitor Data by Insecurity Insight](https://data.humdata.org/dataset/explosive-weapons-use-affecting-aid-access-education-and-healthcare-services)
+- **Publisher:** Insecurity Insight
+- **Resource:** [2024 EPWIA and Impact to Health Care Data.xlsx](https://data.humdata.org/dataset/729040e4-e253-44ca-b265-123d452738d6/resource/578054e6-d03d-47b3-ab05-6ac763de11ac/download/2024-epwia-and-impact-to-health-care-data.xlsx)
+- **Format:** `XLSX`
+- **License:** [CC BY-SA](https://creativecommons.org/licenses/by-sa/4.0/)
+- **Packaging mode:** `tabular_resource`
+
+## Geographic coverage
+
+1 Africa country:
+
+| Country | Rows | First year | Last year | Name |
+|---------|-----:|-----------:|----------:|------|
+| `LBY` | 1,832 | 2024 | 2024 | `Libya` |
+
+## 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. | `578054e6-d03d-47b3-ab05-6ac763de11ac:2024-data:0` |
+| `country_iso3` | `category` | ISO3 country code. | `LBY` |
+| `country_name` | `category` | Country name. | `Libya` |
+| `source_sheet` | `string` | Workbook sheet name, when the source is a spreadsheet. | `2024 Data` |
+| `date` | `string` | Observation date. | `2024-12-31 00:00:00` |
+| `country` | `string` | Source column. | `OPT` |
+| `admin_1` | `string` | Source column. | `West Bank` |
+| `latitude` | `float64` | Source column. | `` |
+| `longitude` | `float64` | Source column. | `` |
+| `geo_precision` | `string` | Source column. | `censored` |
+| `reported_perpetrator` | `string` | Source column. | `` |
+| `reported_perpetrator_name` | `string` | Source column. | `` |
+| `weapon_carried_used` | `string` | Source column. | `RPG` |
+| `location_of_incident` | `string` | Source column. | `Health building` |
+| `number_of_attacks_on_health_facilities_reporting_destruc` | `float64` | Source column. | `0.0` |
+| `number_of_attacks_on_health_facilities_reporting_damaged` | `float64` | Source column. | `1.0` |
+| `number_of_attacks_on_health_facilities_reporting_destruc_2` | `float64` | Source column. | `1.0` |
+| `forceful_entry_into_health_facility` | `float64` | Source column. | `0.0` |
+| `occupation_of_health_facility` | `float64` | Source column. | `0.0` |
+| `vicinity_of_health_facility_affected` | `float64` | Source column. | `0.0` |
+| `health_transportation_destroyed` | `float64` | Source column. | `0.0` |
+| `health_transportation_damaged` | `float64` | Source column. | `0.0` |
+| `health_workers_killed` | `float64` | Source column. | `0.0` |
+| `health_workers_injured` | `float64` | Source column. | `0.0` |
+| `health_workers_kidnapped` | `float64` | Source column. | `0.0` |
+| `health_workers_arrested` | `float64` | Source column. | `0.0` |
+| `known_kidnapping_or_arrest_outcome` | `string` | Source column. | `` |
+| `health_workers_threatened` | `float64` | Source column. | `0.0` |
+| `health_workers_assaulted` | `float64` | Source column. | `0.0` |
+| `health_workers_sexually_assaulted` | `float64` | Source column. | `0.0` |
+| `conflict_related_violence` | `string` | Source column. | `ConflictEvent` |
+| `political_related_violence` | `string` | Source column. | `NotApplicable` |
+| `covid_19_related_violence` | `string` | Source column. | `NotApplicable` |
+| `ebola_related_violence` | `string` | Source column. | `NotApplicable` |
+| `vaccination_related_violence` | `string` | Source column. | `NotApplicable` |
+| `sind_event_id` | `float64` | Source column. | `88062.0` |
+| `source_period_start_year` | `Int64` | First year inferred from source resource metadata. | `2024` |
+| `source_period_end_year` | `Int64` | Last year inferred from source resource metadata. | `2024` |
+| `source_period_label` | `category` | Human-readable period inferred from source resource metadata. | `2024` |
+| `source_provider` | `category` | Publishing organization. | `Insecurity Insight` |
+| `source_dataset` | `category` | Source package title. | `Explosive Weapons Monitor Data by Insecurity Insight` |
+| `source_resource` | `category` | Source resource title. | `2024 EPWIA and Impact to Health Care Data.xlsx` |
+| `source_package_id` | `category` | CKAN package UUID. | `729040e4-e253-44ca-b265-123d452738d6` |
+| `source_resource_id` | `category` | CKAN resource UUID. | `578054e6-d03d-47b3-ab05-6ac763de11ac` |
+| `source_url` | `category` | Original source resource URL. | `https://data.humdata.org/dataset/729040e4-e253-44ca-b265-123d452738d6/re` |
+| `license_id` | `category` | Source license identifier. | `cc-by-sa` |
+| `retrieved_at` | `category` | UTC retrieval timestamp. | `2026-08-17T13:13:43Z` |
+| `year` | `Int64` | Observation year. | `` |
+| `citation` | `string` | Source column. | `` |
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+ds = load_dataset("electricsheepafrica/africa-libya-explosive-weapons-monitor-data-by-insecurity-insight-4aa7bf83")
+df = ds["train"].to_pandas()
+print(df.head())
+```
+
+### Filter to one country
+
+```python
+sample_country = df[df["country_iso3"] == "LBY"]
+```
+
+### 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_libya_explosive_weapons_monitor_data_by_insecurity_insight_4aa7bf83_2024,
+  title        = {Explosive Weapons Monitor Data by Insecurity Insight | Africa (Libya official open data)},
+  author       = {Insecurity Insight},
+  year         = {2024},
+  url          = {https://data.humdata.org/dataset/explosive-weapons-use-affecting-aid-access-education-and-healthcare-services},
+  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
+  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-libya-explosive-weapons-monitor-data-by-insecurity-insight-4aa7bf83}}
+}
+```
+
+## 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 2026-08-17 via the Electric Sheep pipeline. Source URL:
+https://data.humdata.org/dataset/729040e4-e253-44ca-b265-123d452738d6/resource/578054e6-d03d-47b3-ab05-6ac763de11ac/download/2024-epwia-and-impact-to-health-care-data.xlsx

data/train-00000-of-00001.parquet

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+version https://git-lfs.github.com/spec/v1
+oid sha256:895a875607a579d29e83ebebaffb5d01b40aadfe02046907605286721b8bf3b9
+size 73059

metadata/source_snapshot.json

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+{
+  "columns": [
+    "source_record_id",
+    "country_iso3",
+    "country_name",
+    "source_sheet",
+    "date",
+    "country",
+    "admin_1",
+    "latitude",
+    "longitude",
+    "geo_precision",
+    "reported_perpetrator",
+    "reported_perpetrator_name",
+    "weapon_carried_used",
+    "location_of_incident",
+    "number_of_attacks_on_health_facilities_reporting_destruc",
+    "number_of_attacks_on_health_facilities_reporting_damaged",
+    "number_of_attacks_on_health_facilities_reporting_destruc_2",
+    "forceful_entry_into_health_facility",
+    "occupation_of_health_facility",
+    "vicinity_of_health_facility_affected",
+    "health_transportation_destroyed",
+    "health_transportation_damaged",
+    "health_workers_killed",
+    "health_workers_injured",
+    "health_workers_kidnapped",
+    "health_workers_arrested",
+    "known_kidnapping_or_arrest_outcome",
+    "health_workers_threatened",
+    "health_workers_assaulted",
+    "health_workers_sexually_assaulted",
+    "conflict_related_violence",
+    "political_related_violence",
+    "covid_19_related_violence",
+    "ebola_related_violence",
+    "vaccination_related_violence",
+    "sind_event_id",
+    "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",
+    "year",
+    "citation"
+  ],
+  "generated_at": "2026-08-17T13:14:32Z",
+  "indicator_count": 0,
+  "mode": "tabular_resource",
+  "repo_id": "electricsheepafrica/africa-libya-explosive-weapons-monitor-data-by-insecurity-insight-4aa7bf83",
+  "rows": 1832,
+  "source": {
+    "api_base_url": "https://data.humdata.org/api/3/action",
+    "country_iso3": "LBY",
+    "country_name": "Libya",
+    "group_names": "afg,ago,arm,aze,bgd,bel,bol,bra,bfa,bdi,khm,cmr,caf,tcd,col,cyp,cod,eth,hti,ind,irn,irq,isr,ken,kgz,lbn,lby,mwi,mdv,mli,mex,moz,mmr,nld,ner,nga,pak,phl,rus,sau,slb,som,ssd,pse,sdn,syr,tha,tgo,tur,uga,ukr,gbr,usa,ven,yem",
+    "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": "729040e4-e253-44ca-b265-123d452738d6",
+    "package_name": "explosive-weapons-use-affecting-aid-access-education-and-healthcare-services",
+    "package_notes": "This page contains agency- and open source events in which aid access, education, food systems and health care services were impacted by [explosive weapons](https://insecurityinsight.org/projects/explosive-weapons). Categorized by country. Insecurity Insight collaborates with the [International Network on Explosive Weapons (INEW)](https://www.inew.org/) in producing research and analysis on the harm and use of explosive weapons for the [Explosive Weapons Monitor](https://www.explosiveweaponsmonitor.org/) by documenting their effects on health care, education, food systems and aid access. Please get in touch if you are interested in curated Resources: info@insecurityinsight.org",
+    "package_page_url": "https://data.humdata.org/dataset/explosive-weapons-use-affecting-aid-access-education-and-healthcare-services",
+    "package_title": "Explosive Weapons Monitor Data by Insecurity Insight",
+    "portal_url": "https://data.humdata.org",
+    "resource_description": "Dataset covering 01 January to 31 December 2024 on incidents in which healthcare services were impacted by [explosive weapons](https://insecurityinsight.org/projects/explosive-weapons) based on agency- and open source events. Categorised by country.",
+    "resource_format": "XLSX",
+    "resource_id": "578054e6-d03d-47b3-ab05-6ac763de11ac",
+    "resource_last_modified": "2025-09-08T12:48:49.183783",
+    "resource_name": "2024 EPWIA and Impact to Health Care Data.xlsx",
+    "resource_position": "6",
+    "resource_url": "https://data.humdata.org/dataset/729040e4-e253-44ca-b265-123d452738d6/resource/578054e6-d03d-47b3-ab05-6ac763de11ac/download/2024-epwia-and-impact-to-health-care-data.xlsx",
+    "tag_names": "complex emergency-conflict-security,conflict-violence,crisis-greater-middle-east"
+  },
+  "year_max": 2024,
+  "year_min": 2024
+}