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Add ML-ready official indicator dataset

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README.md ADDED
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+ ---
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+ license: other
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+ language:
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+ - en
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+ task_categories:
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+ - tabular-classification
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+ - tabular-regression
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+ multilinguality: monolingual
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+ size_categories:
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+ - n<1K
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+ tags:
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+ - tabular
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+ - csv
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+ - africa
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+ - tunisia
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+ - official-statistics
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+ - open-data
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+ pretty_name: "Les subventions attribuées par secteurs en 2015 | Africa (Tunisia official open data)"
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+ ---
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+
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+ # Les subventions attribuées par secteurs en 2015 | Africa (Tunisia official open data)
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+
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+ 6 rows - 1 Africa country - 2015 - Repackaged by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)
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+
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+ ![rows](https://img.shields.io/badge/rows-6-blue)
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+ ![countries](https://img.shields.io/badge/countries-1-green)
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+ ![years](https://img.shields.io/badge/years-2015-orange)
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+ ![indicators](https://img.shields.io/badge/indicators-0-purple)
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+ ![license](https://img.shields.io/badge/license-other-lightgrey)
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+
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+ ## TL;DR
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+
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+ This dataset packages one official `CSV` resource from **Tunisia** as
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+ ML-ready Parquet. The source file is the provenance boundary; all usable
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+ indicators or tabular columns from the resource stay together in this repo.
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+
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+ ## About the source
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+
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+ - **Source:** [Les subventions attribuées par secteurs en 2015](https://catalog.data.gov.tn/dataset/les-subventions-attribuees-selon-les-secteurs-au-cours-de-l-annee-2015)
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+ - **Publisher:** Minstère des affaires culturelles
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+ - **Resource:** [Les subventions selon les secteurs au cours de l'année 2015](http://www.openculture.gov.tn/dataset/9b0116af-77ca-4fc1-868a-fc91b249577b/resource/ee934bd6-4eec-493b-aefe-0ec71c58715e/download/subventions-selonles-secteurs-annee-2015.csv)
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+ - **Format:** `CSV`
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+ - **License:** [Other open license]()
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+ - **Packaging mode:** `tabular_resource`
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+
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+ ## Geographic coverage
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+
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+ 1 Africa country:
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+
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+ | Country | Rows | First year | Last year | Name |
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+ |---------|-----:|-----------:|----------:|------|
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+ | `TUN` | 6 | 2015 | 2015 | `Tunisia` |
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+
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+ ## Indicators or Resource Contents
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+
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+ - This source file is packaged as a normalized tabular resource.
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+
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+ ## Schema
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+
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+ | Column | Type | Description | Example |
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+ |--------|------|-------------|---------|
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+ | `source_record_id` | `string` | Stable row identifier for tabular resources. | `2dde398b-3ce4-4bb3-aca8-65dd2f763f87:0` |
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+ | `country_iso3` | `string` | ISO3 country code. | `TUN` |
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+ | `country_name` | `string` | Country name. | `Tunisia` |
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+ | `year` | `Int64` | Observation year. | `2015` |
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+ | `secteur` | `string` | Source column. | `Arts sceniques` |
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+ | `subvention` | `float64` | Source column. | `412.35` |
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+ | `source_period_start_year` | `Int64` | First year inferred from source resource metadata. | `2015` |
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+ | `source_period_end_year` | `Int64` | Last year inferred from source resource metadata. | `2015` |
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+ | `source_period_label` | `string` | Human-readable period inferred from source resource metadata. | `2015` |
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+ | `source_provider` | `string` | Publishing organization. | `Minstère des affaires culturelles` |
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+ | `source_dataset` | `string` | Source package title. | `Les subventions attribuées par secteurs en 2015` |
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+ | `source_resource` | `string` | Source resource title. | `Les subventions selon les secteurs au cours de l'année 2015` |
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+ | `source_package_id` | `string` | CKAN package UUID. | `05a21f64-292b-4c42-8722-07075ef455ee` |
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+ | `source_resource_id` | `string` | CKAN resource UUID. | `2dde398b-3ce4-4bb3-aca8-65dd2f763f87` |
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+ | `source_url` | `string` | Original source resource URL. | `http://www.openculture.gov.tn/dataset/9b0116af-77ca-4fc1-868a-fc91b24957` |
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+ | `license_id` | `string` | Source license identifier. | `other-open` |
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+ | `retrieved_at` | `string` | UTC retrieval timestamp. | `2026-07-18T23:08:36Z` |
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+
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+ ## Usage
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+
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+ ```python
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+ from datasets import load_dataset
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+
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+ ds = load_dataset("electricsheepafrica/africa-tunisia-les-subventions-attribuees-par-secteurs-en-2015-a4756954")
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+ df = ds["train"].to_pandas()
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+ print(df.head())
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+ ```
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+
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+ ### Filter to one country
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+
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+ ```python
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+ sample_country = df[df["country_iso3"] == "TUN"]
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+ ```
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+
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+ ### Work with indicators
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+
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+ ```python
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+ if "indicator_id" in df.columns:
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+ print(df["indicator_id"].value_counts().head())
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+ sample = df.sort_values([c for c in ["indicator_id", "year"] if c in df.columns])
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+ ```
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+
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+ ## Citation
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+
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+ ```bibtex
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+ @misc{electric_sheep_africa_africa_tunisia_les_subventions_attribuees_par_secteurs_en_2015_a4756954_2015,
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+ title = {Les subventions attribuées par secteurs en 2015 | Africa (Tunisia official open data)},
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+ author = {Minstère des affaires culturelles},
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+ year = {2015},
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+ url = {https://catalog.data.gov.tn/dataset/les-subventions-attribuees-selon-les-secteurs-au-cours-de-l-annee-2015},
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+ publisher = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
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+ howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-tunisia-les-subventions-attribuees-par-secteurs-en-2015-a4756954}}
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+ }
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+ ```
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+
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+ ## License
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+
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+ Released under [Other open license]().
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+
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+ Original data (c) Minstère des affaires culturelles. When using this dataset, please cite both the
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+ original source above and the Electric Sheep Africa repackaging.
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+
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+ ## About Electric Sheep
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+
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+ Electric Sheep Africa is part of the Electric Sheep mission: a unified,
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+ ML-ready data layer for Africa on Hugging Face. We pull data from authoritative
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+ open sources, normalize the schemas, package as Parquet, and publish with
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+ consistent dataset cards so researchers and developers can use `load_dataset()`
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+ to start working in seconds.
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+
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+ Browse the full collection: [huggingface.co/electricsheepafrica](https://huggingface.co/electricsheepafrica)
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+
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+ ---
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+
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+ Provenance: ingested 2026-07-19 via the Electric Sheep pipeline. Source URL:
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+ http://www.openculture.gov.tn/dataset/9b0116af-77ca-4fc1-868a-fc91b249577b/resource/ee934bd6-4eec-493b-aefe-0ec71c58715e/download/subventions-selonles-secteurs-annee-2015.csv
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metadata/source_snapshot.json ADDED
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+ {
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+ "columns": [
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+ "source_record_id",
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+ "country_iso3",
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+ "country_name",
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+ "year",
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+ "secteur",
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+ "subvention",
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+ "source_period_start_year",
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+ "source_period_end_year",
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+ "source_period_label",
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+ "source_provider",
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+ "source_dataset",
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+ "source_resource",
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+ "source_package_id",
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+ "source_resource_id",
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+ "source_url",
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+ "license_id",
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+ "retrieved_at"
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+ ],
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+ "generated_at": "2026-07-19T00:16:35Z",
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+ "indicator_count": 0,
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+ "mode": "tabular_resource",
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+ "repo_id": "electricsheepafrica/africa-tunisia-les-subventions-attribuees-par-secteurs-en-2015-a4756954",
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+ "rows": 6,
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+ "source": {
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+ "api_base_url": "https://catalog.data.gov.tn",
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+ "country_iso3": "TUN",
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+ "country_name": "Tunisia",
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+ "group_names": "culture",
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+ "license_id": "other-open",
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+ "license_title": "other-open",
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+ "license_url": "",
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+ "organization_id": "d86aa48c-bfb0-451f-9be5-36b13aa595e0",
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+ "organization_name": "ministere-des-affaires-culturelles",
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+ "organization_title": "Minstère des affaires culturelles",
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+ "package_author": "",
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+ "package_id": "05a21f64-292b-4c42-8722-07075ef455ee",
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+ "package_maintainer": "",
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+ "package_metadata_created": "2023-02-17T11:50:59.472379",
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+ "package_metadata_modified": "2023-03-12T07:45:41.359579",
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+ "package_name": "les-subventions-attribuees-selon-les-secteurs-au-cours-de-l-annee-2015",
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+ "package_notes": "Les subventions affectées au profit des projets, dans le secteur des arts scéniques, des lettres, de lecture et d’édition, du patrimoine culturelle, d’ artisanat d'art, des arts plastiques,de photographie solaire, des arts audio-visuels, de la musique et danse, et dans le secteur des arts vivants au cours de l'année 2015.",
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+ "package_page_url": "https://catalog.data.gov.tn/dataset/les-subventions-attribuees-selon-les-secteurs-au-cours-de-l-annee-2015",
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+ "package_private": "False",
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+ "package_state": "active",
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+ "package_title": "Les subventions attribuées par secteurs en 2015",
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+ "package_version": "",
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+ "portal_url": "https://catalog.data.gov.tn",
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+ "resource_created": "2023-02-17T11:50:59.474634",
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+ "resource_datastore_active": "False",
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+ "resource_description": "",
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+ "resource_format": "CSV",
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+ "resource_hash": "",
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+ "resource_id": "2dde398b-3ce4-4bb3-aca8-65dd2f763f87",
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+ "resource_last_modified": "",
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+ "resource_mimetype": "text/csv",
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+ "resource_name": "Les subventions selon les secteurs au cours de l'année 2015",
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+ "resource_position": "2",
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+ "resource_size": "",
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+ "resource_state": "active",
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+ "resource_url": "http://www.openculture.gov.tn/dataset/9b0116af-77ca-4fc1-868a-fc91b249577b/resource/ee934bd6-4eec-493b-aefe-0ec71c58715e/download/subventions-selonles-secteurs-annee-2015.csv",
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+ "retrieved_at": "2026-07-18T23:01:29Z",
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+ "tag_names": "Arts plastiques; Musique et Danse; Patrimoine; Statistique; Subvention; arts audiovisuels"
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+ },
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+ "year_max": 2015,
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+ "year_min": 2015
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+ }