Datasets:

electricsheepafrica
/

africa-senegal-deficit-excedent-pluviometrique-eaed970a

+---
+license: odbl
+language:
+- en
+task_categories:
+- tabular-classification
+- tabular-regression
+multilinguality: monolingual
+size_categories:
+- n<1K
+tags:
+- tabular
+- xlsx
+- africa
+- senegal
+- official-statistics
+- open-data
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: data/train-00000-of-00001.parquet
+pretty_name: "Déficit /Excédent pluviométrique | Africa (Senegal official open data)"
+---
+# Déficit /Excédent pluviométrique | Africa (Senegal official open data)
+1 rows - 1 Africa country - not-applicable - Repackaged by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)
+![rows](https://img.shields.io/badge/rows-1-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 **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:** [Déficit /Excédent pluviométrique](https://agridata.ansd.sn/dataset/deficitouexcedentpluviometrique)
+- **Publisher:** ANACIM
+- **Resource:** [META DONNEES](https://agridata.ansd.sn/dataset/abffbd69-e914-4afa-997f-6e2ce6cdfd40/resource/996d04b0-3154-4d85-b54f-00a524d30e8f/download/metadata.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 |
+|---------|-----:|-----------:|----------:|------|
+| `SEN` | 1 | n/a | n/a | `Senegal` |
+## 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. | `996d04b0-3154-4d85-b54f-00a524d30e8f:metadata:0` |
+| `country_iso3` | `category` | ISO3 country code. | `SEN` |
+| `country_name` | `category` | Country name. | `Senegal` |
+| `source_sheet` | `string` | Workbook sheet name, when the source is a spreadsheet. | `METADATA` |
+| `methode_de_collecte` | `string` | Source column. | `Données d'observation` |
+| `mode_de_calcul` | `string` | Source column. | `Différence` |
+| `frequence_de_production` | `string` | Source column. | `saisonière` |
+| `delai_de_diffusion` | `string` | Source column. | `annuelle (avant la fin de saison courante)` |
+| `indicateur_diffuse` | `string` | Source column. | `non` |
+| `niveau_de_desagregation` | `string` | Source column. | `zone` |
+| `statut_de_l_indicateur` | `string` | Source column. | `définitif` |
+| `unite_echelle` | `string` | Source column. | `unité` |
+| `source` | `string` | Source column. | `ANACIM` |
+| `methode_de_acces` | `string` | Source column. | `sur demande` |
+| `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. | `ANACIM` |
+| `source_dataset` | `category` | Source package title. | `Déficit /Excédent pluviométrique` |
+| `source_resource` | `category` | Source resource title. | `META DONNEES` |
+| `source_package_id` | `category` | CKAN package UUID. | `abffbd69-e914-4afa-997f-6e2ce6cdfd40` |
+| `source_resource_id` | `category` | CKAN resource UUID. | `996d04b0-3154-4d85-b54f-00a524d30e8f` |
+| `source_url` | `category` | Original source resource URL. | `https://agridata.ansd.sn/dataset/abffbd69-e914-4afa-997f-6e2ce6cdfd40/re` |
+| `license_id` | `category` | Source license identifier. | `odc-odbl` |
+| `retrieved_at` | `category` | UTC retrieval timestamp. | `2026-07-27T11:04:43Z` |
+## Usage
+```python
+from datasets import load_dataset
+ds = load_dataset("electricsheepafrica/africa-senegal-deficit-excedent-pluviometrique-eaed970a")
+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_deficit_excedent_pluviometrique_eaed970a_2026,
+  title        = {Déficit /Excédent pluviométrique | Africa (Senegal official open data)},
+  author       = {ANACIM},
+  year         = {2026},
+  url          = {https://agridata.ansd.sn/dataset/deficitouexcedentpluviometrique},
+  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
+  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-senegal-deficit-excedent-pluviometrique-eaed970a}}
+}
+```
+## License
+Released under [Open Data Commons Open Database License](https://opendatacommons.org/licenses/odbl/).
+Original data (c) ANACIM. 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/abffbd69-e914-4afa-997f-6e2ce6cdfd40/resource/996d04b0-3154-4d85-b54f-00a524d30e8f/download/metadata.xlsx

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+size 18408

metadata/source_snapshot.json ADDED Viewed

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+{
+  "columns": [
+    "source_record_id",
+    "country_iso3",
+    "country_name",
+    "source_sheet",
+    "methode_de_collecte",
+    "mode_de_calcul",
+    "frequence_de_production",
+    "delai_de_diffusion",
+    "indicateur_diffuse",
+    "niveau_de_desagregation",
+    "statut_de_l_indicateur",
+    "unite_echelle",
+    "source",
+    "methode_de_acces",
+    "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": "2026-07-27T11:05:07Z",
+  "indicator_count": 0,
+  "mode": "tabular_resource",
+  "repo_id": "electricsheepafrica/africa-senegal-deficit-excedent-pluviometrique-eaed970a",
+  "rows": 1,
+  "source": {
+    "api_base_url": "https://agridata.ansd.sn",
+    "country_iso3": "SEN",
+    "country_name": "Senegal",
+    "group_names": "climat; indicateursoddnationaux",
+    "license_id": "odc-odbl",
+    "license_title": "Open Data Commons Open Database License (ODbL)",
+    "license_url": "http://www.opendefinition.org/licenses/odc-odbl",
+    "organization_id": "7b3361ae-57cc-49a8-a402-a10cd9a1e7c3",
+    "organization_name": "anacim",
+    "organization_title": "ANACIM",
+    "package_author": "",
+    "package_id": "abffbd69-e914-4afa-997f-6e2ce6cdfd40",
+    "package_maintainer": "",
+    "package_metadata_created": "2024-08-30T16:55:24.489866",
+    "package_metadata_modified": "2025-04-14T16:46:10.852854",
+    "package_name": "deficitouexcedentpluviometrique",
+    "package_notes": "Déficit /Excédent pluviométrique ANACIM",
+    "package_page_url": "https://agridata.ansd.sn/dataset/deficitouexcedentpluviometrique",
+    "package_private": "False",
+    "package_state": "active",
+    "package_title": "Déficit /Excédent pluviométrique",
+    "package_version": "",
+    "portal_url": "https://agridata.ansd.sn",
+    "resource_created": "2024-08-30T16:56:39.274823",
+    "resource_datastore_active": "True",
+    "resource_description": "META DATA de l'indicateur du déficit ou excédent pluviométrique",
+    "resource_format": "XLSX",
+    "resource_hash": "ba29cf78fef3157cde73ee07fc7fd298",
+    "resource_id": "996d04b0-3154-4d85-b54f-00a524d30e8f",
+    "resource_last_modified": "2024-08-30T16:56:39.217060",
+    "resource_mimetype": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet",
+    "resource_name": "META DONNEES",
+    "resource_position": "1",
+    "resource_size": "8967",
+    "resource_state": "active",
+    "resource_url": "https://agridata.ansd.sn/dataset/abffbd69-e914-4afa-997f-6e2ce6cdfd40/resource/996d04b0-3154-4d85-b54f-00a524d30e8f/download/metadata.xlsx",
+    "retrieved_at": "2026-07-27T11:03:56Z",
+    "tag_names": ""
+  },
+  "year_max": null,
+  "year_min": null
+}