Datasets:

electricsheepafrica
/

africa-morocco-chiffres-relatifs-a-l-investissement-en-mad-et-a-l-emploi-8f8498f0

+---
+license: odbl
+language:
+- en
+task_categories:
+- tabular-classification
+- tabular-regression
+multilinguality: monolingual
+size_categories:
+- n<1K
+tags:
+- tabular
+- xlsx
+- africa
+- morocco
+- official-statistics
+- open-data
+pretty_name: "Chiffres relatifs à l'investissement (en MAD) et à l'emploi dans la région de Drâa Tafilalet en 2021. | Africa (Morocco official open data)"
+---
+# Chiffres relatifs à l'investissement (en MAD) et à l'emploi dans la région de Drâa Tafilalet en 2021. | Africa (Morocco official open data)
+20 rows - 1 Africa country - not-applicable - Repackaged by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)
+![rows](https://img.shields.io/badge/rows-20-blue)
+![countries](https://img.shields.io/badge/countries-1-green)
+![years](https://img.shields.io/badge/years-not-applicable-orange)
+![indicators](https://img.shields.io/badge/indicators-0-purple)
+![license](https://img.shields.io/badge/license-odbl-lightgrey)
+## TL;DR
+This dataset packages one official `XLSX` resource from **Morocco** 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:** [Chiffres relatifs à l'investissement (en MAD) et à l'emploi dans la région de Drâa Tafilalet en 2021.](https://data.gov.ma/data/dataset/chiffres-relatifs-a-l-investissement-en-mad-et-a-l-emploi-dans-la-region-de-draa-tafilalet-en-2021)
+- **Publisher:** Centre Régional d'Investissement Drâa Tafilalet
+- **Resource:** [Open Data - CRI DT 2021 v2.xlsx](https://data.gov.ma/data/fr/dataset/71174484-bf01-41ee-b515-15f65bfbe831/resource/ea17ccc7-df00-4db2-b333-69ee7b748c65/download/open-data-cri-dt-2021-v2.xlsx)
+- **Format:** `XLSX`
+- **License:** [Open Data Commons Open Database License](https://opendatacommons.org/licenses/odbl/)
+- **Packaging mode:** `tabular_resource`
+## Geographic coverage
+1 Africa country:
+| Country | Rows | First year | Last year | Name |
+|---------|-----:|-----------:|----------:|------|
+| `MAR` | 20 | n/a | n/a | `Morocco` |
+## 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. | `ea17ccc7-df00-4db2-b333-69ee7b748c65:sheet1:0` |
+| `country_iso3` | `string` | ISO3 country code. | `MAR` |
+| `country_name` | `string` | Country name. | `Morocco` |
+| `source_sheet` | `string` | Workbook sheet name, when the source is a spreadsheet. | `Sheet1` |
+| `errachidia` | `string` | Source column. | `MIDELT` |
+| `d_709002375_8` | `float64` | Source column. | `216549496.0` |
+| `commerce` | `string` | Source column. | `Energie et Mines` |
+| `d_43117000` | `float64` | Source column. | `1117445716.0` |
+| `source_provider` | `string` | Publishing organization. | `Centre Régional d'Investissement Drâa Tafilalet` |
+| `source_dataset` | `string` | Source package title. | `Chiffres relatifs à l'investissement (en MAD) et à l'emploi dans la régi` |
+| `source_resource` | `string` | Source resource title. | `Open Data - CRI DT 2021 v2.xlsx` |
+| `source_package_id` | `string` | CKAN package UUID. | `71174484-bf01-41ee-b515-15f65bfbe831` |
+| `source_resource_id` | `string` | CKAN resource UUID. | `ea17ccc7-df00-4db2-b333-69ee7b748c65` |
+| `source_url` | `string` | Original source resource URL. | `https://data.gov.ma/data/fr/dataset/71174484-bf01-41ee-b515-15f65bfbe831` |
+| `license_id` | `string` | Source license identifier. | `odc-odbl` |
+| `retrieved_at` | `string` | UTC retrieval timestamp. | `2026-07-16T21:31:48Z` |
+## Usage
+```python
+from datasets import load_dataset
+ds = load_dataset("electricsheepafrica/africa-morocco-chiffres-relatifs-a-l-investissement-en-mad-et-a-l-emploi-8f8498f0")
+df = ds["train"].to_pandas()
+print(df.head())
+```
+### Filter to one country
+```python
+sample_country = df[df["country_iso3"] == "MAR"]
+```
+### 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_morocco_chiffres_relatifs_a_l_investissement_en_mad_et_a_l_emploi_8f8498f_2026,
+  title        = {Chiffres relatifs à l'investissement (en MAD) et à l'emploi dans la région de Drâa Tafilalet en 2021. | Africa (Morocco official open data)},
+  author       = {Centre Régional d'Investissement Drâa Tafilalet},
+  year         = {2026},
+  url          = {https://data.gov.ma/data/dataset/chiffres-relatifs-a-l-investissement-en-mad-et-a-l-emploi-dans-la-region-de-draa-tafilalet-en-2021},
+  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
+  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-morocco-chiffres-relatifs-a-l-investissement-en-mad-et-a-l-emploi-8f8498f0}}
+}
+```
+## License
+Released under [Open Data Commons Open Database License](https://opendatacommons.org/licenses/odbl/).
+Original data (c) Centre Régional d'Investissement Drâa Tafilalet. 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 2026-07-16 via the Electric Sheep pipeline. Source URL:
+https://data.gov.ma/data/fr/dataset/71174484-bf01-41ee-b515-15f65bfbe831/resource/ea17ccc7-df00-4db2-b333-69ee7b748c65/download/open-data-cri-dt-2021-v2.xlsx

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	@@ -0,0 +1,67 @@

+{
+  "columns": [
+    "source_record_id",
+    "country_iso3",
+    "country_name",
+    "source_sheet",
+    "errachidia",
+    "d_709002375_8",
+    "commerce",
+    "d_43117000",
+    "source_provider",
+    "source_dataset",
+    "source_resource",
+    "source_package_id",
+    "source_resource_id",
+    "source_url",
+    "license_id",
+    "retrieved_at"
+  ],
+  "generated_at": "2026-07-16T22:11:48Z",
+  "indicator_count": 0,
+  "mode": "tabular_resource",
+  "repo_id": "electricsheepafrica/africa-morocco-chiffres-relatifs-a-l-investissement-en-mad-et-a-l-emploi-8f8498f0",
+  "rows": 20,
+  "source": {
+    "api_base_url": "https://data.gov.ma/data",
+    "country_iso3": "MAR",
+    "country_name": "Morocco",
+    "group_names": "societe",
+    "license_id": "odc-odbl",
+    "license_title": "Open Data Commons Open Database License (ODbL)",
+    "license_url": "http://www.opendefinition.org/licenses/odc-odbl",
+    "organization_id": "4ac4b813-2c34-49f4-9743-f15215e0fe91",
+    "organization_name": "centre-regional-d-investissement-draa-tafilalet",
+    "organization_title": "Centre Régional d'Investissement Drâa Tafilalet",
+    "package_author": "",
+    "package_id": "71174484-bf01-41ee-b515-15f65bfbe831",
+    "package_maintainer": "",
+    "package_metadata_created": "2022-05-16T11:52:09.977200",
+    "package_metadata_modified": "2022-05-16T11:53:59.116223",
+    "package_name": "chiffres-relatifs-a-l-investissement-en-mad-et-a-l-emploi-dans-la-region-de-draa-tafilalet-en-2021",
+    "package_notes": "Ce fichier présente des chiffres relatifs à l’investissement (en MAD) et à l’emploi dans la région de Drâa Tafilalet au titre de l’année 2021.",
+    "package_page_url": "https://data.gov.ma/data/dataset/chiffres-relatifs-a-l-investissement-en-mad-et-a-l-emploi-dans-la-region-de-draa-tafilalet-en-2021",
+    "package_private": "False",
+    "package_state": "active",
+    "package_title": "Chiffres relatifs à l'investissement (en MAD) et à l'emploi dans la région de Drâa Tafilalet en 2021.",
+    "package_version": "",
+    "portal_url": "https://data.gov.ma/data",
+    "resource_created": "2022-05-16T11:53:58.861376",
+    "resource_datastore_active": "False",
+    "resource_description": "",
+    "resource_format": "XLSX",
+    "resource_hash": "",
+    "resource_id": "ea17ccc7-df00-4db2-b333-69ee7b748c65",
+    "resource_last_modified": "2022-05-16T11:53:58.836848",
+    "resource_mimetype": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet",
+    "resource_name": "Open Data - CRI DT 2021 v2.xlsx",
+    "resource_position": "1",
+    "resource_size": "14355",
+    "resource_state": "active",
+    "resource_url": "https://data.gov.ma/data/fr/dataset/71174484-bf01-41ee-b515-15f65bfbe831/resource/ea17ccc7-df00-4db2-b333-69ee7b748c65/download/open-data-cri-dt-2021-v2.xlsx",
+    "retrieved_at": "2026-07-16T17:56:59Z",
+    "tag_names": "CRI; Région; investissement"
+  },
+  "year_max": null,
+  "year_min": null
+}