Add ML-ready official indicator dataset

README.md

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+---
+license: other
+language:
+- en
+task_categories:
+- tabular-regression
+- time-series-forecasting
+multilinguality: monolingual
+size_categories:
+- n<1K
+tags:
+- tabular
+- csv
+- africa
+- tunisia
+- official-statistics
+- open-data
+pretty_name: "Statistiques pour la Direction de la Formation et Recyclage de 2018 à 2020 | Africa (Tunisia official open data)"
+---
+
+# Statistiques pour la Direction de la Formation et Recyclage de 2018 à 2020 | Africa (Tunisia official open data)
+
+18 rows - 1 Africa country - 2018-2020 - Repackaged by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)
+
+![rows](https://img.shields.io/badge/rows-18-blue)
+![countries](https://img.shields.io/badge/countries-1-green)
+![years](https://img.shields.io/badge/years-2018-2020-orange)
+![indicators](https://img.shields.io/badge/indicators-6-purple)
+![license](https://img.shields.io/badge/license-other-lightgrey)
+
+## TL;DR
+
+This dataset packages one official `CSV` resource from **Tunisia** 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:** [Statistiques pour la Direction de la Formation et Recyclage de 2018 à 2020](https://catalog.data.gov.tn/dataset/statistiques-pour-la-direction-de-la-formation-et-recyclage-de-2018-a-2020)
+- **Publisher:** Minstère des affaires culturelles
+- **Resource:** [Statistiques de 2018 à 2020](http://www.openculture.gov.tn/dataset/d75d3cd1-eb48-47bb-b400-449db90016f5/resource/ff67c259-5e95-4b2f-aebf-878daf82cdc2/download/formation-recyclage.csv)
+- **Format:** `CSV`
+- **License:** [Other open license]()
+- **Packaging mode:** `indicator_long`
+
+## Geographic coverage
+
+1 Africa country:
+
+| Country | Rows | First year | Last year | Name |
+|---------|-----:|-----------:|----------:|------|
+| `TUN` | 18 | 2018 | 2020 | `Tunisia` |
+
+## Indicators or Resource Contents
+
+- `statistiques-pour-la-direction-de-la-formation-et-recyclage-de-2018-a-20-bae35c73` - Statistiques pour la Direction de la Formation et Recyclage de 2018 à 2020 - participants centrale
+- `statistiques-pour-la-direction-de-la-formation-et-recyclage-de-2018-a-20-de90870a` - Statistiques pour la Direction de la Formation et Recyclage de 2018 à 2020 - participants centrale f
+- `statistiques-pour-la-direction-de-la-formation-et-recyclage-de-2018-a-20-1f18fe0f` - Statistiques pour la Direction de la Formation et Recyclage de 2018 à 2020 - participants centrale h
+- `statistiques-pour-la-direction-de-la-formation-et-recyclage-de-2018-a-20-adc68942` - Statistiques pour la Direction de la Formation et Recyclage de 2018 à 2020 - participants regionale
+- `statistiques-pour-la-direction-de-la-formation-et-recyclage-de-2018-a-20-9e92d8b2` - Statistiques pour la Direction de la Formation et Recyclage de 2018 à 2020 - participants regionale f
+- `statistiques-pour-la-direction-de-la-formation-et-recyclage-de-2018-a-20-9657126a` - Statistiques pour la Direction de la Formation et Recyclage de 2018 à 2020 - participants regionale h
+
+## Schema
+
+| Column | Type | Description | Example |
+|--------|------|-------------|---------|
+| `indicator_id` | `string` | Stable indicator identifier. | `statistiques-pour-la-direction-de-la-formation-et-recyclage-de-2018-a-20` |
+| `indicator_name` | `string` | Human-readable indicator name. | `Statistiques pour la Direction de la Formation et Recyclage de 2018 à 20` |
+| `country_iso3` | `string` | ISO3 country code. | `TUN` |
+| `country_name` | `string` | Country name. | `Tunisia` |
+| `year` | `Int64` | Observation year. | `2018` |
+| `value` | `float64` | Numeric observation value. | `1187.0` |
+| `unit` | `string` | Measurement unit, when available. | `source_units_unspecified` |
+| `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. | `2020` |
+| `source_period_label` | `string` | Human-readable period inferred from source resource metadata. | `2018-2020` |
+| `source_provider` | `string` | Publishing organization. | `Minstère des affaires culturelles` |
+| `source_dataset` | `string` | Source package title. | `Statistiques pour la Direction de la Formation et Recyclage de 2018 à 20` |
+| `source_resource` | `string` | Source resource title. | `Statistiques de 2018 à 2020` |
+| `source_package_id` | `string` | CKAN package UUID. | `dad09861-f4de-4e13-8638-c39392fed507` |
+| `source_resource_id` | `string` | CKAN resource UUID. | `3c4c214f-539a-4c52-aed8-e8a22ed559f5` |
+| `source_url` | `string` | Original source resource URL. | `http://www.openculture.gov.tn/dataset/d75d3cd1-eb48-47bb-b400-449db90016` |
+| `license_id` | `string` | Source license identifier. | `other-open` |
+| `retrieved_at` | `string` | UTC retrieval timestamp. | `2026-07-18T23:08:36Z` |
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+ds = load_dataset("electricsheepafrica/africa-tunisia-statistiques-pour-la-direction-de-la-formation-et-recyclag-08c95659")
+df = ds["train"].to_pandas()
+print(df.head())
+```
+
+### Filter to one country
+
+```python
+sample_country = df[df["country_iso3"] == "TUN"]
+```
+
+### 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_tunisia_statistiques_pour_la_direction_de_la_formation_et_recyclag_08c956_2020,
+  title        = {Statistiques pour la Direction de la Formation et Recyclage de 2018 à 2020 | Africa (Tunisia official open data)},
+  author       = {Minstère des affaires culturelles},
+  year         = {2020},
+  url          = {https://catalog.data.gov.tn/dataset/statistiques-pour-la-direction-de-la-formation-et-recyclage-de-2018-a-2020},
+  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
+  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-tunisia-statistiques-pour-la-direction-de-la-formation-et-recyclag-08c95659}}
+}
+```
+
+## License
+
+Released under [Other open license]().
+
+Original data (c) Minstère des affaires culturelles. 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 2026-07-19 via the Electric Sheep pipeline. Source URL:
+http://www.openculture.gov.tn/dataset/d75d3cd1-eb48-47bb-b400-449db90016f5/resource/ff67c259-5e95-4b2f-aebf-878daf82cdc2/download/formation-recyclage.csv

data/train-00000-of-00001.parquet

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+version https://git-lfs.github.com/spec/v1
+oid sha256:eaa58b0928cbf4ce92f0af78cc29f3598da934714a0785ebd26f44e6be033413
+size 14062

metadata/source_snapshot.json

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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": "2026-07-19T00:25:21Z",
+  "indicator_count": 6,
+  "mode": "indicator_long",
+  "repo_id": "electricsheepafrica/africa-tunisia-statistiques-pour-la-direction-de-la-formation-et-recyclag-08c95659",
+  "rows": 18,
+  "source": {
+    "api_base_url": "https://catalog.data.gov.tn",
+    "country_iso3": "TUN",
+    "country_name": "Tunisia",
+    "group_names": "culture",
+    "license_id": "other-open",
+    "license_title": "other-open",
+    "license_url": "",
+    "organization_id": "d86aa48c-bfb0-451f-9be5-36b13aa595e0",
+    "organization_name": "ministere-des-affaires-culturelles",
+    "organization_title": "Minstère des affaires culturelles",
+    "package_author": "DFR",
+    "package_id": "dad09861-f4de-4e13-8638-c39392fed507",
+    "package_maintainer": "",
+    "package_metadata_created": "2023-02-17T11:50:21.921197",
+    "package_metadata_modified": "2023-03-12T07:45:04.338396",
+    "package_name": "statistiques-pour-la-direction-de-la-formation-et-recyclage-de-2018-a-2020",
+    "package_notes": "Ce jeu de données contient des statistiques pour la Direction Direction de la Formation et du recyclage de 2018 à 2020 au nombre de participants à la formation au niveau central et régional.",
+    "package_page_url": "https://catalog.data.gov.tn/dataset/statistiques-pour-la-direction-de-la-formation-et-recyclage-de-2018-a-2020",
+    "package_private": "False",
+    "package_state": "active",
+    "package_title": "Statistiques pour la Direction de la Formation et Recyclage de 2018 à 2020",
+    "package_version": "",
+    "portal_url": "https://catalog.data.gov.tn",
+    "resource_created": "2023-02-17T11:50:21.923308",
+    "resource_datastore_active": "False",
+    "resource_description": "",
+    "resource_format": "CSV",
+    "resource_hash": "",
+    "resource_id": "3c4c214f-539a-4c52-aed8-e8a22ed559f5",
+    "resource_last_modified": "",
+    "resource_mimetype": "text/csv",
+    "resource_name": "Statistiques de 2018 à 2020",
+    "resource_position": "2",
+    "resource_size": "",
+    "resource_state": "active",
+    "resource_url": "http://www.openculture.gov.tn/dataset/d75d3cd1-eb48-47bb-b400-449db90016f5/resource/ff67c259-5e95-4b2f-aebf-878daf82cdc2/download/formation-recyclage.csv",
+    "retrieved_at": "2026-07-18T23:01:29Z",
+    "tag_names": "DFR; Statistique"
+  },
+  "year_max": 2020,
+  "year_min": 2018
+}