electricsheepafrica/africa-mali-conflict-related-crsv-or-political-related-sexual-violence-db299511

Conflict-Related (CRSV) or Political-Related Sexual Violence Data | Africa (Mali official open data)

585 rows - 1 Africa country - 2025 - Repackaged by Electric Sheep Africa

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: Conflict-Related (CRSV) or Political-Related Sexual Violence Data
• Publisher: Insecurity Insight
• Resource: 2025 Conflict Related Sexual Violence Incident Data.xlsx
• Format: XLSX
• License: CC BY 4.0
• Packaging mode: indicator_long

Geographic coverage

1 Africa country:

Country	Rows	First year	Last year	Name
MLI	585	2025	2025	Mali

Indicators or Resource Contents

• conflict-related-crsv-or-political-related-sexual-violence-data-latitude-4220e8b8 - Conflict-Related (CRSV) or Political-Related Sexual Violence Data - latitude
• conflict-related-crsv-or-political-related-sexual-violence-data-longitud-ea67412e - Conflict-Related (CRSV) or Political-Related Sexual Violence Data - longitude
• conflict-related-crsv-or-political-related-sexual-violence-data-number-o-c179d649 - Conflict-Related (CRSV) or Political-Related Sexual Violence Data - number of reported victims
• conflict-related-crsv-or-political-related-sexual-violence-data-reported-e4896230 - Conflict-Related (CRSV) or Political-Related Sexual Violence Data - reported deaths following the sexual violence
• conflict-related-crsv-or-political-related-sexual-violence-data-sind-eve-dfde8784 - Conflict-Related (CRSV) or Political-Related Sexual Violence Data - sind event id

Schema

Column	Type	Description	Example
indicator_id	string	Stable indicator identifier.	conflict-related-crsv-or-political-related-sexual-violence-data-latitude
indicator_name	string	Human-readable indicator name.	Conflict-Related (CRSV) or Political-Related Sexual Violence Data - lati
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.	2025
value	float64	Numeric observation value.	15.5
unit	string	Measurement unit, when available.	source_units_unspecified
dimension_country	string	Source dimension.	Sudan
dimension_country_iso	string	Source dimension.	SDN
dimension_admin_1	string	Source dimension.	Al Khartum
dimension_geo_precision	string	Source dimension.	(3) District, Communicipality or Commune
dimension_location_where_sexual_violence_was_committed	string	Source dimension.	No Information
dimension_reported_perpetrator	string	Source dimension.	Other
dimension_reported_perpetrator_name	string	Source dimension.	Sudanese Armed Forces
dimension_single_and_group_perpetrators	string	Source dimension.	Single Perpetrator
dimension_weapon_carried_used	string	Source dimension.	No Information on the Weapon Used
dimension_survivor_or_victim	string	Source dimension.	Civilian
dimension_survivor_or_victim_sex	string	Source dimension.	Female
dimension_adult_or_minor	string	Source dimension.	Adult,
dimension_type_of_sv	string	Source dimension.	Rape
dimension_sv_context	string	Source dimension.	CRSV
dimension_classification	string	Source dimension.	Single Rape/SV Assault
source_period_start_year	Int64	First year inferred from source resource metadata.	2025
source_period_end_year	Int64	Last year inferred from source resource metadata.	2025
source_period_label	category	Human-readable period inferred from source resource metadata.	2025
source_provider	category	Publishing organization.	Insecurity Insight
source_dataset	category	Source package title.	Conflict-Related (CRSV) or Political-Related Sexual Violence Data
source_resource	category	Source resource title.	2025 Conflict Related Sexual Violence Incident Data.xlsx
source_package_id	category	CKAN package UUID.	4fd39213-b871-40cd-bb6c-32cf900a1158
source_resource_id	category	CKAN resource UUID.	2a91f0a0-3878-4a6b-9347-ebc9b520833f
source_url	category	Original source resource URL.	https://data.humdata.org/dataset/4fd39213-b871-40cd-bb6c-32cf900a1158/re
license_id	category	Source license identifier.	cc-by
retrieved_at	category	UTC retrieval timestamp.	2026-08-12T23:12:09Z

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-mali-conflict-related-crsv-or-political-related-sexual-violence-db299511")
df = ds["train"].to_pandas()
print(df.head())

Filter to one country

sample_country = df[df["country_iso3"] == "MLI"]

Work with indicators

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

@misc{electric_sheep_africa_africa_mali_conflict_related_crsv_or_political_related_sexual_violence_db299511_2025,
  title        = {Conflict-Related (CRSV) or Political-Related Sexual Violence Data | Africa (Mali official open data)},
  author       = {Insecurity Insight},
  year         = {2025},
  url          = {https://data.humdata.org/dataset/conflict-related-sexual-violence},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-mali-conflict-related-crsv-or-political-related-sexual-violence-db299511}}
}

License

Released under CC BY 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

---

Provenance: ingested 2026-08-13 via the Electric Sheep pipeline. Source URL: https://data.humdata.org/dataset/4fd39213-b871-40cd-bb6c-32cf900a1158/resource/2a91f0a0-3878-4a6b-9347-ebc9b520833f/download/2025-conflict-related-sexual-violence-incident-data.xlsx