Upload dataset folder

README.md

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+---
+license: cc-by-sa-4.0
+language:
+- en
+task_categories:
+- tabular-classification
+- tabular-regression
+multilinguality: monolingual
+size_categories:
+- n<1K
+tags:
+- tabular
+- xls
+- africa
+- mauritius
+- official-statistics
+- open-data
+- tourism
+- economics
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: data/train-00000-of-00001.parquet
+pretty_name: "Earnings and Value Added of the Tourism Sector | Africa (Mauritius official open data)"
+---
+
+# Earnings and Value Added of the Tourism Sector | Africa (Mauritius official open data)
+
+796 rows - 1 Africa country - 1980-2022 - Repackaged by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)
+
+![rows](https://img.shields.io/badge/rows-796-blue)
+![countries](https://img.shields.io/badge/countries-1-green)
+![years](https://img.shields.io/badge/years-1980-2022-orange)
+![indicators](https://img.shields.io/badge/indicators-0-purple)
+![license](https://img.shields.io/badge/license-cc-by-sa-4.0-lightgrey)
+
+## TL;DR
+
+This dataset packages one official `XLS` resource from **Mauritius** 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:** [Earnings and Value Added of the Tourism Sector](https://data.govmu.org/dataset/earnings-and-value-added-tourism-sector)
+- **Publisher:** MDPA
+- **Resource:** [HS_Tourism_Yr22_250523_0.xls](https://data.govmu.org/dataset/bf849e4c-49ca-4c54-8d9f-a05710082cab/resource/3420c2ad-6b29-4021-9c78-df2cbfc7d3a7/download/hs_tourism_yr22_250523_0.xls)
+- **Format:** `XLS`
+- **License:** [CC BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/)
+- **Packaging mode:** `tabular_resource`
+
+## Geographic coverage
+
+1 Africa country:
+
+| Country | Rows | First year | Last year | Name |
+|---------|-----:|-----------:|----------:|------|
+| `MU` | 796 | 1980 | 2022 | `Mauritius` |
+
+## 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. | `3420c2ad-6b29-4021-9c78-df2cbfc7d3a7:table-of-contents:0` |
+| `country_iso3` | `category` | ISO3 country code. | `MU` |
+| `country_name` | `category` | Country name. | `Mauritius` |
+| `source_sheet` | `string` | Workbook sheet name, when the source is a spreadsheet. | `Table of contents` |
+| `year` | `float64` | Observation year. | `1983.0` |
+| `d_5a` | `string` | Source column. | `5b` |
+| `tourist_arrivals_by_country_of_residence_1983_2012` | `string` | Source column. | `Tourist arrivals by country of residence (covering a wider range of coun` |
+| `source_period_start_year` | `Int64` | First year inferred from source resource metadata. | `1983` |
+| `source_period_end_year` | `Int64` | Last year inferred from source resource metadata. | `1983` |
+| `source_period_label` | `category` | Human-readable period inferred from source resource metadata. | `1983` |
+| `source_provider` | `category` | Publishing organization. | `MDPA` |
+| `source_dataset` | `category` | Source package title. | `Earnings and Value Added of the Tourism Sector` |
+| `source_resource` | `category` | Source resource title. | `HS_Tourism_Yr22_250523_0.xls` |
+| `source_package_id` | `category` | CKAN package UUID. | `bf849e4c-49ca-4c54-8d9f-a05710082cab` |
+| `source_resource_id` | `category` | CKAN resource UUID. | `3420c2ad-6b29-4021-9c78-df2cbfc7d3a7` |
+| `source_url` | `category` | Original source resource URL. | `https://data.govmu.org/dataset/bf849e4c-49ca-4c54-8d9f-a05710082cab/reso` |
+| `license_id` | `category` | Source license identifier. | `CC-BY-SA-4.0` |
+| `retrieved_at` | `category` | UTC retrieval timestamp. | `2026-08-08T16:26:20Z` |
+| `d_1` | `float64` | Source column. | `` |
+| `tourist` | `string` | Source column. | `` |
+| `a_tourist_is_defined_as_a_non_resident_staying_overnight` | `string` | Source column. | `` |
+| `1980` | `float64` | Source column. | `` |
+| `d_163230` | `float64` | Source column. | `` |
+| `d_167269` | `float64` | Source column. | `` |
+| `d_6042` | `string` | Source column. | `` |
+| `d_5722` | `float64` | Source column. | `` |
+| `country_of_disembarkation` | `string` | Source column. | `` |
+| `1983` | `float64` | Source column. | `` |
+| `1984` | `float64` | Source column. | `` |
+| `1985` | `float64` | Source column. | `` |
+| `1986` | `float64` | Source column. | `` |
+| `1987` | `float64` | Source column. | `` |
+| `1988` | `float64` | Source column. | `` |
+| `1989` | `float64` | Source column. | `` |
+| `1990` | `float64` | Source column. | `` |
+| `1991` | `float64` | Source column. | `` |
+| `1992` | `float64` | Source column. | `` |
+| `1993` | `float64` | Source column. | `` |
+| `1994` | `float64` | Source column. | `` |
+| `1995` | `float64` | Source column. | `` |
+| `1996` | `float64` | Source column. | `` |
+| `1997` | `float64` | Source column. | `` |
+| `1998` | `float64` | Source column. | `` |
+| `1999` | `float64` | Source column. | `` |
+| `2000` | `float64` | Source column. | `` |
+| `2001` | `float64` | Source column. | `` |
+| `2002` | `float64` | Source column. | `` |
+| `2003` | `float64` | Source column. | `` |
+| `2004` | `float64` | Source column. | `` |
+| `2005` | `float64` | Source column. | `` |
+| `2006` | `float64` | Source column. | `` |
+| `2007` | `float64` | Source column. | `` |
+| `2008` | `float64` | Source column. | `` |
+| `2009` | `float64` | Source column. | `` |
+| `2010` | `float64` | Source column. | `` |
+| `2011` | `float64` | Source column. | `` |
+| `2012` | `float64` | Source column. | `` |
+| `2013` | `float64` | Source column. | `` |
+| `2014` | `float64` | Source column. | `` |
+| `2015` | `float64` | Source column. | `` |
+| `2016` | `float64` | Source column. | `` |
+| `2017` | `float64` | Source column. | `` |
+| `2018` | `float64` | Source column. | `` |
+| `2019` | `float64` | Source column. | `` |
+| `2020` | `float64` | Source column. | `` |
+| `2021` | `float64` | Source column. | `` |
+| `2022` | `float64` | Source column. | `` |
+| `month_of_arrival` | `string` | Source column. | `` |
+| `1974` | `float64` | Source column. | `` |
+| `1975` | `float64` | Source column. | `` |
+| `1976` | `float64` | Source column. | `` |
+| `1977` | `float64` | Source column. | `` |
+| `1978` | `float64` | Source column. | `` |
+| `1979` | `float64` | Source column. | `` |
+| `1981` | `float64` | Source column. | `` |
+| `1982` | `float64` | Source column. | `` |
+| `country_of_residence` | `string` | Source column. | `` |
+| `europe` | `string` | Source column. | `` |
+| `d_547061` | `float64` | Source column. | `` |
+| `d_570684` | `float64` | Source column. | `` |
+| `d_631627` | `float64` | Source column. | `` |
+| `d_734506` | `float64` | Source column. | `` |
+| `d_780209` | `float64` | Source column. | `` |
+| `d_824334` | `float64` | Source column. | `` |
+| `d_835946` | `float64` | Source column. | `` |
+| `d_207641` | `float64` | Source column. | `` |
+| `d_145812` | `float64` | Source column. | `` |
+| `d_674511` | `float64` | Source column. | `` |
+| `d_55_1` | `float64` | Source column. | `` |
+| `d_55` | `float64` | Source column. | `` |
+| `d_54_9` | `float64` | Source column. | `` |
+| `d_57_6` | `float64` | Source column. | `` |
+| `d_58_1` | `float64` | Source column. | `` |
+| `d_58_9` | `float64` | Source column. | `` |
+| `d_60_4` | `float64` | Source column. | `` |
+| `d_67_2` | `float64` | Source column. | `` |
+| `d_81_1` | `float64` | Source column. | `` |
+| `d_67_6` | `float64` | Source column. | `` |
+| `tourism_earnings_1_rs_million` | `float64` | Source column. | `` |
+| `value_added_2_rs_million` | `string` | Source column. | `` |
+| `contribution_to_gdp_2` | `string` | Source column. | `` |
+| `food_service` | `float64` | Source column. | `` |
+| `hotels` | `float64` | Source column. | `` |
+| `travel_other_services_2` | `float64` | Source column. | `` |
+| `total_tourism_industry` | `float64` | Source column. | `` |
+| `d_470` | `float64` | Source column. | `` |
+| `d_114610` | `float64` | Source column. | `` |
+| `d_115080` | `float64` | Source column. | `` |
+| `d_1301730` | `float64` | Source column. | `` |
+| `d_43` | `float64` | Source column. | `` |
+| `d_4000` | `float64` | Source column. | `` |
+| `september` | `string` | Source column. | `` |
+| `d_66_8` | `float64` | Source column. | `` |
+| `d_56_8` | `string` | Source column. | `` |
+| `d_82_9` | `float64` | Source column. | `` |
+| `d_74_4` | `float64` | Source column. | `` |
+| `d_84_9` | `float64` | Source column. | `` |
+| `d_75_9` | `float64` | Source column. | `` |
+| `d_81` | `float64` | Source column. | `` |
+| `d_73_4` | `float64` | Source column. | `` |
+| `d_74_5` | `float64` | Source column. | `` |
+| `d_67_4` | `float64` | Source column. | `` |
+| `d_63_9` | `float64` | Source column. | `` |
+| `d_59_1` | `float64` | Source column. | `` |
+| `d_67_9` | `float64` | Source column. | `` |
+| `d_63_5` | `float64` | Source column. | `` |
+| `d_72_3` | `float64` | Source column. | `` |
+| `d_66_5` | `float64` | Source column. | `` |
+| `d_76` | `float64` | Source column. | `` |
+| `d_71` | `float64` | Source column. | `` |
+| `d_73` | `float64` | Source column. | `` |
+| `d_67` | `float64` | Source column. | `` |
+| `d_77` | `float64` | Source column. | `` |
+| `d_68` | `float64` | Source column. | `` |
+| `d_85` | `float64` | Source column. | `` |
+| `d_75` | `float64` | Source column. | `` |
+| `d_82` | `float64` | Source column. | `` |
+| `d_72` | `float64` | Source column. | `` |
+| `d_77_2` | `float64` | Source column. | `` |
+| `d_68_2` | `float64` | Source column. | `` |
+| `d_76_2` | `float64` | Source column. | `` |
+| `d_74` | `float64` | Source column. | `` |
+| `d_66` | `float64` | Source column. | `` |
+| `d_76_3` | `float64` | Source column. | `` |
+| `d_68_3` | `float64` | Source column. | `` |
+| `d_67_3` | `float64` | Source column. | `` |
+| `d_59` | `float64` | Source column. | `` |
+| `d_69` | `float64` | Source column. | `` |
+| `d_62` | `float64` | Source column. | `` |
+| `d_67_5` | `float64` | Source column. | `` |
+| `d_60` | `float64` | Source column. | `` |
+| `d_71_2` | `float64` | Source column. | `` |
+| `d_63` | `float64` | Source column. | `` |
+| `d_78` | `float64` | Source column. | `` |
+| `d_70` | `float64` | Source column. | `` |
+| `d_68_4` | `float64` | Source column. | `` |
+| `d_61` | `float64` | Source column. | `` |
+| `d_64` | `float64` | Source column. | `` |
+| `d_56` | `float64` | Source column. | `` |
+| `d_58` | `float64` | Source column. | `` |
+| `d_66_2` | `float64` | Source column. | `` |
+| `d_58_2` | `float64` | Source column. | `` |
+| `d_62_2` | `float64` | Source column. | `` |
+| `d_54` | `float64` | Source column. | `` |
+| `d_67_7` | `float64` | Source column. | `` |
+| `d_60_2` | `float64` | Source column. | `` |
+| `d_68_5` | `float64` | Source column. | `` |
+| `d_61_2` | `float64` | Source column. | `` |
+| `d_74_2` | `float64` | Source column. | `` |
+| `d_68_6` | `float64` | Source column. | `` |
+| `d_78_2` | `float64` | Source column. | `` |
+| `d_68_7` | `float64` | Source column. | `` |
+| `d_79` | `float64` | Source column. | `` |
+| `d_69_2` | `float64` | Source column. | `` |
+| `d_82_2` | `float64` | Source column. | `` |
+| `d_72_2` | `float64` | Source column. | `` |
+| `d_77_3` | `float64` | Source column. | `` |
+| `d_65` | `float64` | Source column. | `` |
+| `d_8` | `float64` | Source column. | `` |
+| `d_8_2` | `float64` | Source column. | `` |
+| `d_11` | `float64` | Source column. | `` |
+| `d_9` | `float64` | Source column. | `` |
+| `d_75_2` | `float64` | Source column. | `` |
+| `d_63_2` | `float64` | Source column. | `` |
+| `accommodation` | `float64` | Source column. | `` |
+| `meals_beverages` | `float64` | Source column. | `` |
+| `transport` | `float64` | Source column. | `` |
+| `sightseeing` | `float64` | Source column. | `` |
+| `entertainment` | `float64` | Source column. | `` |
+| `shopping` | `float64` | Source column. | `` |
+| `other` | `float64` | Source column. | `` |
+| `total_1` | `float64` | Source column. | `` |
+| `country` | `string` | Source column. | `` |
+| `island_of_mauritius_1` | `float64` | Source column. | `` |
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+ds = load_dataset("electricsheepafrica/africa-mauritius-earnings-and-value-added-of-the-tourism-sector-5c358d8e")
+df = ds["train"].to_pandas()
+print(df.head())
+```
+
+### Filter to one country
+
+```python
+sample_country = df[df["country_iso3"] == "MU"]
+```
+
+### 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_mauritius_earnings_and_value_added_of_the_tourism_sector_5c358d8e_2022,
+  title        = {Earnings and Value Added of the Tourism Sector | Africa (Mauritius official open data)},
+  author       = {MDPA},
+  year         = {2022},
+  url          = {https://data.govmu.org/dataset/earnings-and-value-added-tourism-sector},
+  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
+  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-earnings-and-value-added-of-the-tourism-sector-5c358d8e}}
+}
+```
+
+## License
+
+Released under [CC BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/).
+
+Original data (c) MDPA. 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 2026-08-08 via the Electric Sheep pipeline. Source URL:
+https://data.govmu.org/dataset/bf849e4c-49ca-4c54-8d9f-a05710082cab/resource/3420c2ad-6b29-4021-9c78-df2cbfc7d3a7/download/hs_tourism_yr22_250523_0.xls

data/train-00000-of-00001.parquet

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+version https://git-lfs.github.com/spec/v1
+oid sha256:db29b170db30a56b976b4b7887659dbfe040e631991a456eee2afaf10b14814b
+size 169411

metadata/source_snapshot.json

@@ -0,0 +1,245 @@
+{
+  "columns": [
+    "source_record_id",
+    "country_iso3",
+    "country_name",
+    "source_sheet",
+    "year",
+    "d_5a",
+    "tourist_arrivals_by_country_of_residence_1983_2012",
+    "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",
+    "d_1",
+    "tourist",
+    "a_tourist_is_defined_as_a_non_resident_staying_overnight",
+    "1980",
+    "d_163230",
+    "d_167269",
+    "d_6042",
+    "d_5722",
+    "country_of_disembarkation",
+    "1983",
+    "1984",
+    "1985",
+    "1986",
+    "1987",
+    "1988",
+    "1989",
+    "1990",
+    "1991",
+    "1992",
+    "1993",
+    "1994",
+    "1995",
+    "1996",
+    "1997",
+    "1998",
+    "1999",
+    "2000",
+    "2001",
+    "2002",
+    "2003",
+    "2004",
+    "2005",
+    "2006",
+    "2007",
+    "2008",
+    "2009",
+    "2010",
+    "2011",
+    "2012",
+    "2013",
+    "2014",
+    "2015",
+    "2016",
+    "2017",
+    "2018",
+    "2019",
+    "2020",
+    "2021",
+    "2022",
+    "month_of_arrival",
+    "1974",
+    "1975",
+    "1976",
+    "1977",
+    "1978",
+    "1979",
+    "1981",
+    "1982",
+    "country_of_residence",
+    "europe",
+    "d_547061",
+    "d_570684",
+    "d_631627",
+    "d_734506",
+    "d_780209",
+    "d_824334",
+    "d_835946",
+    "d_207641",
+    "d_145812",
+    "d_674511",
+    "d_55_1",
+    "d_55",
+    "d_54_9",
+    "d_57_6",
+    "d_58_1",
+    "d_58_9",
+    "d_60_4",
+    "d_67_2",
+    "d_81_1",
+    "d_67_6",
+    "tourism_earnings_1_rs_million",
+    "value_added_2_rs_million",
+    "contribution_to_gdp_2",
+    "food_service",
+    "hotels",
+    "travel_other_services_2",
+    "total_tourism_industry",
+    "d_470",
+    "d_114610",
+    "d_115080",
+    "d_1301730",
+    "d_43",
+    "d_4000",
+    "september",
+    "d_66_8",
+    "d_56_8",
+    "d_82_9",
+    "d_74_4",
+    "d_84_9",
+    "d_75_9",
+    "d_81",
+    "d_73_4",
+    "d_74_5",
+    "d_67_4",
+    "d_63_9",
+    "d_59_1",
+    "d_67_9",
+    "d_63_5",
+    "d_72_3",
+    "d_66_5",
+    "d_76",
+    "d_71",
+    "d_73",
+    "d_67",
+    "d_77",
+    "d_68",
+    "d_85",
+    "d_75",
+    "d_82",
+    "d_72",
+    "d_77_2",
+    "d_68_2",
+    "d_76_2",
+    "d_74",
+    "d_66",
+    "d_76_3",
+    "d_68_3",
+    "d_67_3",
+    "d_59",
+    "d_69",
+    "d_62",
+    "d_67_5",
+    "d_60",
+    "d_71_2",
+    "d_63",
+    "d_78",
+    "d_70",
+    "d_68_4",
+    "d_61",
+    "d_64",
+    "d_56",
+    "d_58",
+    "d_66_2",
+    "d_58_2",
+    "d_62_2",
+    "d_54",
+    "d_67_7",
+    "d_60_2",
+    "d_68_5",
+    "d_61_2",
+    "d_74_2",
+    "d_68_6",
+    "d_78_2",
+    "d_68_7",
+    "d_79",
+    "d_69_2",
+    "d_82_2",
+    "d_72_2",
+    "d_77_3",
+    "d_65",
+    "d_8",
+    "d_8_2",
+    "d_11",
+    "d_9",
+    "d_75_2",
+    "d_63_2",
+    "accommodation",
+    "meals_beverages",
+    "transport",
+    "sightseeing",
+    "entertainment",
+    "shopping",
+    "other",
+    "total_1",
+    "country",
+    "island_of_mauritius_1"
+  ],
+  "generated_at": "2026-08-08T16:45:04Z",
+  "indicator_count": 0,
+  "mode": "tabular_resource",
+  "repo_id": "electricsheepafrica/africa-mauritius-earnings-and-value-added-of-the-tourism-sector-5c358d8e",
+  "rows": 796,
+  "source": {
+    "api_base_url": "https://data.govmu.org",
+    "country_iso3": "MU",
+    "country_name": "Mauritius",
+    "group_names": "travel-and-tourism",
+    "license_id": "CC-BY-SA-4.0",
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+    "package_notes": "<p>Dataset shows Tourism Earnings, % contribution to GDP and Value Added (at current basic prices) of the Tourism Sector as from 1983</p>",
+    "package_page_url": "https://data.govmu.org/dataset/earnings-and-value-added-tourism-sector",
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+    "retrieved_at": "2026-08-08T16:23:36Z",
+    "tag_names": "earnings; tourism; tourist; value added"
+  },
+  "year_max": 2022,
+  "year_min": 1980
+}