Datasets:

electricsheepafrica
/

africa-senegal-repartition-des-naissances-vivantes-au-cours-des-12-dernie-61502492

+---
+license: cc-by-4.0
+language:
+- en
+task_categories:
+- tabular-regression
+- time-series-forecasting
+multilinguality: monolingual
+size_categories:
+- n<1K
+tags:
+- tabular
+- csv
+- africa
+- senegal
+- official-statistics
+- open-data
+- population
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: data/train-00000-of-00001.parquet
+pretty_name: "Répartition des naissances vivantes au cours des 12 derniers mois selon le sexe | Africa (Senegal official open data)"
+---
+# Répartition des naissances vivantes au cours des 12 derniers mois selon le sexe | Africa (Senegal official open data)
+2 rows - 1 Africa country - 2013-2023 - Repackaged by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)
+![rows](https://img.shields.io/badge/rows-2-blue)
+![countries](https://img.shields.io/badge/countries-1-green)
+![years](https://img.shields.io/badge/years-2013-2023-orange)
+![indicators](https://img.shields.io/badge/indicators-1-purple)
+![license](https://img.shields.io/badge/license-cc-by-4.0-lightgrey)
+## TL;DR
+This dataset packages one official `CSV` resource from **Senegal** 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:** [Répartition des naissances vivantes au cours des 12 derniers mois selon le sexe](https://agridata.ansd.sn/dataset/rpartition_des_naissances_vivantes_au_cours_des_12_derniers_mois_selon_le_sexe)
+- **Publisher:** ANSD
+- **Resource:** [grtrzhf_202505Md_164614.csv](https://agridata.ansd.sn/dataset/2ae05dad-8561-4ae0-83bc-0e57ef0b39e3/resource/6e55a9da-6f98-4c7c-b0bb-f0ce3c1b1e05/download/grtrzhf_202505md_164614.csv)
+- **Format:** `CSV`
+- **License:** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)
+- **Packaging mode:** `indicator_long`
+## Geographic coverage
+1 Africa country:
+| Country | Rows | First year | Last year | Name |
+|---------|-----:|-----------:|----------:|------|
+| `SEN` | 2 | 2013 | 2023 | `Senegal` |
+## Indicators or Resource Contents
+- `repartition-des-naissances-vivantes-au-cours-des-12-derniers-mois-selon-61502492` - Répartition des naissances vivantes au cours des 12 derniers mois selon le sexe
+## Schema
+| Column | Type | Description | Example |
+|--------|------|-------------|---------|
+| `indicator_id` | `string` | Stable indicator identifier. | `repartition-des-naissances-vivantes-au-cours-des-12-derniers-mois-selon-` |
+| `indicator_name` | `string` | Human-readable indicator name. | `Répartition des naissances vivantes au cours des 12 derniers mois selon ` |
+| `country_iso3` | `string` | ISO3 country code. | `SEN` |
+| `country_name` | `string` | Country name. | `Senegal` |
+| `year` | `Int64` | Observation year. | `2013` |
+| `value` | `float64` | Numeric observation value. | `174947.0` |
+| `unit` | `string` | Measurement unit, when available. | `source_units_unspecified` |
+| `source_period_start_year` | `Int64` | First year inferred from source resource metadata. | `` |
+| `source_period_end_year` | `Int64` | Last year inferred from source resource metadata. | `` |
+| `source_period_label` | `string` | Human-readable period inferred from source resource metadata. | `` |
+| `source_provider` | `category` | Publishing organization. | `ANSD` |
+| `source_dataset` | `category` | Source package title. | `Répartition des naissances vivantes au cours des 12 derniers mois selon ` |
+| `source_resource` | `category` | Source resource title. | `grtrzhf_202505Md_164614.csv` |
+| `source_package_id` | `category` | CKAN package UUID. | `2ae05dad-8561-4ae0-83bc-0e57ef0b39e3` |
+| `source_resource_id` | `category` | CKAN resource UUID. | `6e55a9da-6f98-4c7c-b0bb-f0ce3c1b1e05` |
+| `source_url` | `category` | Original source resource URL. | `https://agridata.ansd.sn/dataset/2ae05dad-8561-4ae0-83bc-0e57ef0b39e3/re` |
+| `license_id` | `category` | Source license identifier. | `cc-by` |
+| `retrieved_at` | `category` | UTC retrieval timestamp. | `2026-07-27T11:04:43Z` |
+## Usage
+```python
+from datasets import load_dataset
+ds = load_dataset("electricsheepafrica/africa-senegal-repartition-des-naissances-vivantes-au-cours-des-12-dernie-61502492")
+df = ds["train"].to_pandas()
+print(df.head())
+```
+### Filter to one country
+```python
+sample_country = df[df["country_iso3"] == "SEN"]
+```
+### 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_senegal_repartition_des_naissances_vivantes_au_cours_des_12_dernie_615024_2023,
+  title        = {Répartition des naissances vivantes au cours des 12 derniers mois selon le sexe | Africa (Senegal official open data)},
+  author       = {ANSD},
+  year         = {2023},
+  url          = {https://agridata.ansd.sn/dataset/rpartition_des_naissances_vivantes_au_cours_des_12_derniers_mois_selon_le_sexe},
+  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
+  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-senegal-repartition-des-naissances-vivantes-au-cours-des-12-dernie-61502492}}
+}
+```
+## License
+Released under [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/).
+Original data (c) ANSD. 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 2026-07-27 via the Electric Sheep pipeline. Source URL:
+https://agridata.ansd.sn/dataset/2ae05dad-8561-4ae0-83bc-0e57ef0b39e3/resource/6e55a9da-6f98-4c7c-b0bb-f0ce3c1b1e05/download/grtrzhf_202505md_164614.csv

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+{
+  "columns": [
+    "indicator_id",
+    "indicator_name",
+    "country_iso3",
+    "country_name",
+    "year",
+    "value",
+    "unit",
+    "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": "2026-07-27T11:05:02Z",
+  "indicator_count": 1,
+  "mode": "indicator_long",
+  "repo_id": "electricsheepafrica/africa-senegal-repartition-des-naissances-vivantes-au-cours-des-12-dernie-61502492",
+  "rows": 2,
+  "source": {
+    "api_base_url": "https://agridata.ansd.sn",
+    "country_iso3": "SEN",
+    "country_name": "Senegal",
+    "group_names": "population",
+    "license_id": "cc-by",
+    "license_title": "Creative Commons Attribution",
+    "license_url": "http://www.opendefinition.org/licenses/cc-by",
+    "organization_id": "a2a5a440-9c34-4e8c-b1ad-1a24d12e7449",
+    "organization_name": "ansd",
+    "organization_title": "ANSD",
+    "package_author": "",
+    "package_id": "2ae05dad-8561-4ae0-83bc-0e57ef0b39e3",
+    "package_maintainer": "",
+    "package_metadata_created": "2025-05-30T16:46:14.130655",
+    "package_metadata_modified": "2025-05-30T16:46:20.253478",
+    "package_name": "rpartition_des_naissances_vivantes_au_cours_des_12_derniers_mois_selon_le_sexe",
+    "package_notes": "Dataset créé automatiquement avec une ressource SDMX",
+    "package_page_url": "https://agridata.ansd.sn/dataset/rpartition_des_naissances_vivantes_au_cours_des_12_derniers_mois_selon_le_sexe",
+    "package_private": "False",
+    "package_state": "active",
+    "package_title": "Répartition des naissances vivantes au cours des 12 derniers mois selon le sexe",
+    "package_version": "",
+    "portal_url": "https://agridata.ansd.sn",
+    "resource_created": "2025-05-30T16:46:16.321520",
+    "resource_datastore_active": "True",
+    "resource_description": "",
+    "resource_format": "CSV",
+    "resource_hash": "486e11c67b2a3c33113a535b9fbeb241",
+    "resource_id": "6e55a9da-6f98-4c7c-b0bb-f0ce3c1b1e05",
+    "resource_last_modified": "2025-05-30T16:46:16.305771",
+    "resource_mimetype": "text/csv",
+    "resource_name": "grtrzhf_202505Md_164614.csv",
+    "resource_position": "1",
+    "resource_size": "24",
+    "resource_state": "active",
+    "resource_url": "https://agridata.ansd.sn/dataset/2ae05dad-8561-4ae0-83bc-0e57ef0b39e3/resource/6e55a9da-6f98-4c7c-b0bb-f0ce3c1b1e05/download/grtrzhf_202505md_164614.csv",
+    "retrieved_at": "2026-07-27T11:03:56Z",
+    "tag_names": ""
+  },
+  "year_max": 2023,
+  "year_min": 2013
+}