Upload dataset folder

README.md

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+---
+license: cc-by-4.0
+language:
+- en
+task_categories:
+- tabular-regression
+- time-series-forecasting
+multilinguality: monolingual
+size_categories:
+- n<1K
+tags:
+- tabular
+- xlsx
+- africa
+- mauritius
+- official-statistics
+- open-data
+- tourism
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: data/train-00000-of-00001.parquet
+pretty_name: "Survey of Inbound Tourism - Frequency of visit 2015 - 2018 and 2023 | Africa (Mauritius official open data)"
+---
+
+# Survey of Inbound Tourism - Frequency of visit 2015 - 2018 and 2023 | Africa (Mauritius official open data)
+
+10 rows - 1 Africa country - 2015-2023 - Repackaged by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)
+
+![rows](https://img.shields.io/badge/rows-10-blue)
+![countries](https://img.shields.io/badge/countries-1-green)
+![years](https://img.shields.io/badge/years-2015-2023-orange)
+![indicators](https://img.shields.io/badge/indicators-1-purple)
+![license](https://img.shields.io/badge/license-cc-by-4.0-lightgrey)
+
+## TL;DR
+
+This dataset packages one official `XLSX` 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:** [Survey of Inbound Tourism - Frequency of visit 2015 - 2018 and 2023](https://data.govmu.org/dataset/survey-of-inbound-tourism-frequency-of-visit-2015-2018-and-2023)
+- **Publisher:** MDPA
+- **Resource:** [Source File](https://data.govmu.org/dataset/c643ecd4-cd43-4527-b342-7d521129010b/resource/87de6f40-d1d0-4e09-82d5-2f821a75e8f3/download/___)
+- **Format:** `XLSX`
+- **License:** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)
+- **Packaging mode:** `indicator_long`
+
+## Geographic coverage
+
+1 Africa country:
+
+| Country | Rows | First year | Last year | Name |
+|---------|-----:|-----------:|----------:|------|
+| `MU` | 10 | 2015 | 2023 | `Mauritius` |
+
+## Indicators or Resource Contents
+
+- `survey-of-inbound-tourism-frequency-of-visit-2015-2018-and-2023-b971bf06` - Survey of Inbound Tourism - Frequency of visit 2015 - 2018 and 2023
+
+## Schema
+
+| Column | Type | Description | Example |
+|--------|------|-------------|---------|
+| `indicator_id` | `string` | Stable indicator identifier. | `survey-of-inbound-tourism-frequency-of-visit-2015-2018-and-2023-b971bf06` |
+| `indicator_name` | `string` | Human-readable indicator name. | `Survey of Inbound Tourism - Frequency of visit 2015 - 2018 and 2023` |
+| `country_iso3` | `string` | ISO3 country code. | `MU` |
+| `source_sheet` | `string` | Workbook sheet name, when the source is a spreadsheet. | `Sheet1` |
+| `country_name` | `string` | Country name. | `Mauritius` |
+| `year` | `Int64` | Observation year. | `2015` |
+| `value` | `float64` | Numeric observation value. | `73.0` |
+| `unit` | `string` | Measurement unit, when available. | `source_units_unspecified` |
+| `dimension_indicators` | `string` | Source dimension. | `First visit` |
+| `source_period_start_year` | `Int64` | First year inferred from source resource metadata. | `2015` |
+| `source_period_end_year` | `Int64` | Last year inferred from source resource metadata. | `2023` |
+| `source_period_label` | `category` | Human-readable period inferred from source resource metadata. | `2015-2023` |
+| `source_provider` | `category` | Publishing organization. | `MDPA` |
+| `source_dataset` | `category` | Source package title. | `Survey of Inbound Tourism - Frequency of visit 2015 - 2018 and 2023` |
+| `source_resource` | `category` | Source resource title. | `Source File` |
+| `source_package_id` | `category` | CKAN package UUID. | `c643ecd4-cd43-4527-b342-7d521129010b` |
+| `source_resource_id` | `category` | CKAN resource UUID. | `87de6f40-d1d0-4e09-82d5-2f821a75e8f3` |
+| `source_url` | `category` | Original source resource URL. | `https://data.govmu.org/dataset/c643ecd4-cd43-4527-b342-7d521129010b/reso` |
+| `license_id` | `category` | Source license identifier. | `cc-by` |
+| `retrieved_at` | `category` | UTC retrieval timestamp. | `2026-08-08T16:26:20Z` |
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+ds = load_dataset("electricsheepafrica/africa-mauritius-survey-of-inbound-tourism-frequency-of-visit-2015-2018-and-b971bf06")
+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_survey_of_inbound_tourism_frequency_of_visit_2015_2018_and_b971_2023,
+  title        = {Survey of Inbound Tourism - Frequency of visit 2015 - 2018 and 2023 | Africa (Mauritius official open data)},
+  author       = {MDPA},
+  year         = {2023},
+  url          = {https://data.govmu.org/dataset/survey-of-inbound-tourism-frequency-of-visit-2015-2018-and-2023},
+  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
+  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-survey-of-inbound-tourism-frequency-of-visit-2015-2018-and-b971bf06}}
+}
+```
+
+## License
+
+Released under [CC BY 4.0](https://creativecommons.org/licenses/by/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/c643ecd4-cd43-4527-b342-7d521129010b/resource/87de6f40-d1d0-4e09-82d5-2f821a75e8f3/download/___

data/train-00000-of-00001.parquet

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+oid sha256:c30a02299c90d38df5d2dea9fa583c194a13b28e48b23c86aa3556939a88b570
+size 15796

metadata/source_snapshot.json

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+{
+  "columns": [
+    "indicator_id",
+    "indicator_name",
+    "country_iso3",
+    "source_sheet",
+    "country_name",
+    "year",
+    "value",
+    "unit",
+    "dimension_indicators",
+    "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": "2026-08-08T16:32:25Z",
+  "indicator_count": 1,
+  "mode": "indicator_long",
+  "repo_id": "electricsheepafrica/africa-mauritius-survey-of-inbound-tourism-frequency-of-visit-2015-2018-and-b971bf06",
+  "rows": 10,
+  "source": {
+    "api_base_url": "https://data.govmu.org",
+    "country_iso3": "MU",
+    "country_name": "Mauritius",
+    "group_names": "travel-and-tourism",
+    "license_id": "cc-by",
+    "license_title": "Creative Commons Attribution",
+    "license_url": "http://www.opendefinition.org/licenses/cc-by",
+    "organization_id": "fba989d1-7b9a-4338-901c-978558936a9b",
+    "organization_name": "mdpa",
+    "organization_title": "MDPA",
+    "package_author": "",
+    "package_id": "c643ecd4-cd43-4527-b342-7d521129010b",
+    "package_maintainer": "",
+    "package_metadata_created": "2025-05-28T09:59:59.050116",
+    "package_metadata_modified": "2026-04-14T17:56:13.072264",
+    "package_name": "survey-of-inbound-tourism-frequency-of-visit-2015-2018-and-2023",
+    "package_notes": "Dataset shows Survey of Inbound Tourism - Frequency of visit (%), 2015 - 2018 and 2023",
+    "package_page_url": "https://data.govmu.org/dataset/survey-of-inbound-tourism-frequency-of-visit-2015-2018-and-2023",
+    "package_private": "False",
+    "package_state": "active",
+    "package_title": "Survey of Inbound Tourism - Frequency of visit 2015 - 2018 and 2023",
+    "package_version": "",
+    "portal_url": "https://data.govmu.org",
+    "resource_created": "2025-05-28T10:00:50.800305",
+    "resource_datastore_active": "True",
+    "resource_description": "",
+    "resource_format": "XLSX",
+    "resource_hash": "1cf3ddc78c23ffd47a439a9470a006c9",
+    "resource_id": "87de6f40-d1d0-4e09-82d5-2f821a75e8f3",
+    "resource_last_modified": "2025-05-28T10:00:50.742069",
+    "resource_mimetype": "",
+    "resource_name": "Source File",
+    "resource_position": "3",
+    "resource_size": "8754",
+    "resource_state": "active",
+    "resource_url": "https://data.govmu.org/dataset/c643ecd4-cd43-4527-b342-7d521129010b/resource/87de6f40-d1d0-4e09-82d5-2f821a75e8f3/download/___",
+    "retrieved_at": "2026-08-08T16:23:36Z",
+    "tag_names": "Tourism; arrivals; continent; length of stay; ourist; passengers; stay"
+  },
+  "year_max": 2023,
+  "year_min": 2015
+}