Datasets:

electricsheepafrica
/

africa-chad-education-in-danger-data-50c9ff13

+---
+license: cc-by-sa-4.0
+language:
+- en
+task_categories:
+- tabular-classification
+- tabular-regression
+multilinguality: monolingual
+size_categories:
+- n<1K
+tags:
+- tabular
+- xlsx
+- africa
+- chad
+- official-statistics
+- open-data
+- education
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: data/train-00000-of-00001.parquet
+pretty_name: "Education in Danger Data | Africa (Chad official open data)"
+---
+# Education in Danger Data | Africa (Chad official open data)
+137 rows - 1 Africa country - 2018-2023 - Repackaged by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)
+![rows](https://img.shields.io/badge/rows-137-blue)
+![countries](https://img.shields.io/badge/countries-1-green)
+![years](https://img.shields.io/badge/years-2018-2023-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 **Chad** 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:** [Education in Danger Data](https://data.humdata.org/dataset/sind-education-in-danger-monthly-news-briefs-dataset)
+- **Publisher:** Insecurity Insight
+- **Resource:** [2018-2023 West and Central Africa Arson Attacks Dataset.xlsx](https://data.humdata.org/dataset/c7db52ae-13c2-4bf5-ae71-a9243a68194e/resource/49e4698a-33c0-42cd-8421-83b7823d9597/download/2018-2023-west-and-central-africa-arson-attacks-dataset.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 |
+|---------|-----:|-----------:|----------:|------|
+| `TCD` | 137 | 2018 | 2023 | `Chad` |
+## 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. | `49e4698a-33c0-42cd-8421-83b7823d9597:2018-2023-arson-attacks-wc-afri:0` |
+| `country_iso3` | `category` | ISO3 country code. | `TCD` |
+| `country_name` | `category` | Country name. | `Chad` |
+| `source_sheet` | `string` | Workbook sheet name, when the source is a spreadsheet. | `2018-2023 Arson Attacks WC Afri` |
+| `date` | `string` | Observation date. | `#date +occurred` |
+| `country` | `string` | Source column. | `#country` |
+| `country_iso` | `string` | Source column. | `#country_ISO` |
+| `reported_perpetrator` | `string` | Source column. | `#group +perp` |
+| `reported_perpetrator_name` | `string` | Source column. | `#group +perp +name` |
+| `weapon_carried_used` | `string` | Source column. | `#weapons` |
+| `type_of_education_facility` | `string` | Source column. | `` |
+| `attacks_on_schools` | `float64` | Source column. | `` |
+| `attacks_on_universities` | `float64` | Source column. | `` |
+| `military_occupation_of_education_facility` | `float64` | Source column. | `` |
+| `arson_attack_on_education_facility` | `float64` | Source column. | `` |
+| `forced_entry_into_education_facility` | `float64` | Source column. | `` |
+| `damage_destruction_to_ed_facility_event` | `float64` | Source column. | `` |
+| `attacks_on_students_and_teachers` | `string` | Source column. | `` |
+| `educators_killed` | `float64` | Source column. | `` |
+| `educators_injured` | `float64` | Source column. | `` |
+| `educators_kidnapped` | `float64` | Source column. | `` |
+| `educators_arrested` | `float64` | Source column. | `` |
+| `known_educators_kidnap_or_arrest_outcome` | `string` | Source column. | `` |
+| `students_attacked_in_school` | `float64` | Source column. | `` |
+| `students_killed` | `float64` | Source column. | `` |
+| `students_injured` | `float64` | Source column. | `` |
+| `students_kidnapped` | `float64` | Source column. | `` |
+| `known_student_kidnap_or_arrest_outcome` | `string` | Source column. | `#affected +student +arrested` |
+| `students_arrested` | `float64` | Source column. | `` |
+| `sexual_violence_affecting_school_age_children` | `float64` | Source column. | `` |
+| `sind_event_id` | `float64` | Source column. | `` |
+| `source_period_start_year` | `Int64` | First year inferred from source resource metadata. | `2018` |
+| `source_period_end_year` | `Int64` | Last year inferred from source resource metadata. | `2023` |
+| `source_period_label` | `category` | Human-readable period inferred from source resource metadata. | `2018-2023` |
+| `source_provider` | `category` | Publishing organization. | `Insecurity Insight` |
+| `source_dataset` | `category` | Source package title. | `Education in Danger Data` |
+| `source_resource` | `category` | Source resource title. | `2018-2023 West and Central Africa Arson Attacks Dataset.xlsx` |
+| `source_package_id` | `category` | CKAN package UUID. | `c7db52ae-13c2-4bf5-ae71-a9243a68194e` |
+| `source_resource_id` | `category` | CKAN resource UUID. | `49e4698a-33c0-42cd-8421-83b7823d9597` |
+| `source_url` | `category` | Original source resource URL. | `https://data.humdata.org/dataset/c7db52ae-13c2-4bf5-ae71-a9243a68194e/re` |
+| `license_id` | `category` | Source license identifier. | `cc-by-sa` |
+| `retrieved_at` | `category` | UTC retrieval timestamp. | `2026-08-10T22:51:43Z` |
+| `data_notes` | `string` | Source column. | `` |
+## Usage
+```python
+from datasets import load_dataset
+ds = load_dataset("electricsheepafrica/africa-chad-education-in-danger-data-50c9ff13")
+df = ds["train"].to_pandas()
+print(df.head())
+```
+### Filter to one country
+```python
+sample_country = df[df["country_iso3"] == "TCD"]
+```
+### 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_chad_education_in_danger_data_50c9ff13_2023,
+  title        = {Education in Danger Data | Africa (Chad official open data)},
+  author       = {Insecurity Insight},
+  year         = {2023},
+  url          = {https://data.humdata.org/dataset/sind-education-in-danger-monthly-news-briefs-dataset},
+  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
+  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-chad-education-in-danger-data-50c9ff13}}
+}
+```
+## 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 2026-08-10 via the Electric Sheep pipeline. Source URL:
+https://data.humdata.org/dataset/c7db52ae-13c2-4bf5-ae71-a9243a68194e/resource/49e4698a-33c0-42cd-8421-83b7823d9597/download/2018-2023-west-and-central-africa-arson-attacks-dataset.xlsx

data/train-00000-of-00001.parquet ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:2df275e2bac086caf21ca93355ab35f7403f68db4c4716df2daef77c0d09d282
+size 36070

metadata/source_snapshot.json ADDED Viewed

	@@ -0,0 +1,79 @@

+{
+  "columns": [
+    "source_record_id",
+    "country_iso3",
+    "country_name",
+    "source_sheet",
+    "date",
+    "country",
+    "country_iso",
+    "reported_perpetrator",
+    "reported_perpetrator_name",
+    "weapon_carried_used",
+    "type_of_education_facility",
+    "attacks_on_schools",
+    "attacks_on_universities",
+    "military_occupation_of_education_facility",
+    "arson_attack_on_education_facility",
+    "forced_entry_into_education_facility",
+    "damage_destruction_to_ed_facility_event",
+    "attacks_on_students_and_teachers",
+    "educators_killed",
+    "educators_injured",
+    "educators_kidnapped",
+    "educators_arrested",
+    "known_educators_kidnap_or_arrest_outcome",
+    "students_attacked_in_school",
+    "students_killed",
+    "students_injured",
+    "students_kidnapped",
+    "known_student_kidnap_or_arrest_outcome",
+    "students_arrested",
+    "sexual_violence_affecting_school_age_children",
+    "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",
+    "data_notes"
+  ],
+  "generated_at": "2026-08-10T22:52:26Z",
+  "indicator_count": 0,
+  "mode": "tabular_resource",
+  "repo_id": "electricsheepafrica/africa-chad-education-in-danger-data-50c9ff13",
+  "rows": 137,
+  "source": {
+    "api_base_url": "https://data.humdata.org/api/3/action",
+    "country_iso3": "TCD",
+    "country_name": "Chad",
+    "group_names": "afg,alb,dza,ago,arm,aus,aze,bgd,blr,ben,bra,bfa,bdi,cmr,caf,tcd,chl,chn,col,cog,civ,cze,cod,dom,ecu,egy,swz,eth,fra,deu,gha,grc,gtm,hti,hnd,ind,idn,irn,irq,isr,ita,jam,jor,kaz,ken,xkx,kgz,lbn,lby,mdg,mwi,mli,mex,mng,mar,moz,mmr,npl,nic,ner,nga,pak,png,per,phl,rus,rwa,sau,srb,svk,som,zaf,ssd,lka,pse,sdn,syr,tjk,tha,tgo,tun,tur,uga,ukr,gbr,tza,usa,ven,vnm,yem,zmb,zwe",
+    "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": "c7db52ae-13c2-4bf5-ae71-a9243a68194e",
+    "package_name": "sind-education-in-danger-monthly-news-briefs-dataset",
+    "package_notes": "This page contains agency- and open source events published in the [Education in Danger Monthly News Brief](https://insecurityinsight.org/projects/education-in-danger/education-in-danger-monthly-news-brief). Categorized by country. Please get in touch if you are interested in curated Resources: info@insecurityinsight.org",
+    "package_page_url": "https://data.humdata.org/dataset/sind-education-in-danger-monthly-news-briefs-dataset",
+    "package_title": "Education in Danger Data",
+    "portal_url": "https://data.humdata.org",
+    "resource_description": "Dataset covering 01 January 2018 to 30 June 2023 on arson attacks on schools in West and Central Africa based on agency- and open source events.",
+    "resource_format": "XLSX",
+    "resource_id": "49e4698a-33c0-42cd-8421-83b7823d9597",
+    "resource_last_modified": "2023-08-17T11:52:30.330561",
+    "resource_name": "2018-2023 West and Central Africa Arson Attacks Dataset.xlsx",
+    "resource_position": "5",
+    "resource_url": "https://data.humdata.org/dataset/c7db52ae-13c2-4bf5-ae71-a9243a68194e/resource/49e4698a-33c0-42cd-8421-83b7823d9597/download/2018-2023-west-and-central-africa-arson-attacks-dataset.xlsx",
+    "tag_names": "damage assessment,education,education facilities-schools,fatalities"
+  },
+  "year_max": 2023,
+  "year_min": 2018
+}