Upload dataset folder

README.md

@@ -0,0 +1,180 @@
+---
+license: cc-by-sa-4.0
+language:
+- en
+task_categories:
+- tabular-classification
+- tabular-regression
+multilinguality: monolingual
+size_categories:
+- n<1K
+tags:
+- tabular
+- xlsx
+- africa
+- mauritius
+- official-statistics
+- open-data
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: data/train-00000-of-00001.parquet
+pretty_name: "Water sales by tariff of subscriber | Africa (Mauritius official open data)"
+---
+
+# Water sales by tariff of subscriber | Africa (Mauritius official open data)
+
+28 rows - 1 Africa country - 2016-2022 - Repackaged by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)
+
+![rows](https://img.shields.io/badge/rows-28-blue)
+![countries](https://img.shields.io/badge/countries-1-green)
+![years](https://img.shields.io/badge/years-2016-2022-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 `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:** [Water sales by tariff of subscriber](https://data.govmu.org/dataset/water-sales-tariff-subscriber)
+- **Publisher:** MDPA
+- **Resource:** [Energy_Water_Yr22_060623_Source_File.xlsx](https://data.govmu.org/dataset/9584b934-20df-4dd5-98e7-e3ff15f7aa8e/resource/ff1be866-1f8f-4c16-af99-f14cd51ddfb5/download/energy_water_yr22_060623_source_file.xlsx)
+- **Format:** `XLSX`
+- **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` | 28 | 2016 | 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. | `ff1be866-1f8f-4c16-af99-f14cd51ddfb5:tab16:0` |
+| `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. | `TAB16` |
+| `column_1` | `string` | Source column. | `` |
+| `domestic` | `string` | Source column. | `Public Sector Agency` |
+| `d_365971` | `float64` | Source column. | `2587.0` |
+| `d_92_92495588253963` | `float64` | Source column. | `0.6568740716289817` |
+| `d_85053_399` | `float64` | Source column. | `4096.654` |
+| `d_69_77075636118678` | `float64` | Source column. | `3.360555268697507` |
+| `d_832555_79997` | `float64` | Source column. | `98681.707` |
+| `d_55_00829401135688` | `float64` | Source column. | `6.52005829806744` |
+| `d_232_40475064964164` | `float64` | Source column. | `1583.5539234634712` |
+| `d_9_788624672953988` | `float64` | Source column. | `24.088367482340463` |
+| `d_372734` | `float64` | Source column. | `2603.0` |
+| `d_92_94069244099789` | `float64` | Source column. | `0.649054345522323` |
+| `d_87497_492` | `float64` | Source column. | `4338.04` |
+| `d_68_68942650464635` | `float64` | Source column. | `3.40555452439958` |
+| `d_870695_6203399999` | `float64` | Source column. | `104306.187` |
+| `d_53_14584534898735` | `float64` | Source column. | `6.366680104672956` |
+| `d_234_74513191713126` | `float64` | Source column. | `1666.5539761813293` |
+| `d_9_951092316337478` | `float64` | Source column. | `24.04454246618289` |
+| `source_period_start_year` | `Int64` | First year inferred from source resource metadata. | `2016` |
+| `source_period_end_year` | `Int64` | Last year inferred from source resource metadata. | `2022` |
+| `source_period_label` | `category` | Human-readable period inferred from source resource metadata. | `2016-2022` |
+| `source_provider` | `category` | Publishing organization. | `MDPA` |
+| `source_dataset` | `category` | Source package title. | `Water sales by tariff of subscriber` |
+| `source_resource` | `category` | Source resource title. | `Energy_Water_Yr22_060623_Source_File.xlsx` |
+| `source_package_id` | `category` | CKAN package UUID. | `9584b934-20df-4dd5-98e7-e3ff15f7aa8e` |
+| `source_resource_id` | `category` | CKAN resource UUID. | `ff1be866-1f8f-4c16-af99-f14cd51ddfb5` |
+| `source_url` | `category` | Original source resource URL. | `https://data.govmu.org/dataset/9584b934-20df-4dd5-98e7-e3ff15f7aa8e/reso` |
+| `license_id` | `category` | Source license identifier. | `CC-BY-SA-4.0` |
+| `retrieved_at` | `category` | UTC retrieval timestamp. | `2026-08-08T16:26:20Z` |
+| `type_of_tariff` | `string` | Source column. | `` |
+| `column_2` | `string` | Source column. | `` |
+| `no_of_consumers` | `float64` | Source column. | `` |
+| `volume_sold_thousand_m3` | `float64` | Source column. | `` |
+| `amount_collectible_rs_000` | `float64` | Source column. | `` |
+| `average_sales_price_per_m3` | `float64` | Source column. | `` |
+| `no_of_consumers_2` | `float64` | Source column. | `` |
+| `volume_sold_thousand_m3_2` | `float64` | Source column. | `` |
+| `amount_collectible_rs_000_2` | `float64` | Source column. | `` |
+| `average_sales_price_per_m3_2` | `float64` | Source column. | `` |
+| `no_of_consumers_3` | `float64` | Source column. | `` |
+| `volume_sold_thousand_m3_3` | `float64` | Source column. | `` |
+| `amount_collectible_rs_000_3` | `float64` | Source column. | `` |
+| `average_sales_price_per_m3_3` | `float64` | Source column. | `` |
+| `no_of_consumers_4` | `float64` | Source column. | `` |
+| `volume_sold_thousand_m3_4` | `float64` | Source column. | `` |
+| `amount_collectible_rs_000_4` | `float64` | Source column. | `` |
+| `average_sales_price_per_m3_4` | `float64` | Source column. | `` |
+| `no_of_consumers_5` | `float64` | Source column. | `` |
+| `volume_sold_thousand_m3_5` | `float64` | Source column. | `` |
+| `amount_collectible_rs_000_5` | `float64` | Source column. | `` |
+| `average_sales_price_per_m3_5` | `float64` | Source column. | `` |
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+ds = load_dataset("electricsheepafrica/africa-mauritius-water-sales-by-tariff-of-subscriber-685f5471")
+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_water_sales_by_tariff_of_subscriber_685f5471_2022,
+  title        = {Water sales by tariff of subscriber | Africa (Mauritius official open data)},
+  author       = {MDPA},
+  year         = {2022},
+  url          = {https://data.govmu.org/dataset/water-sales-tariff-subscriber},
+  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
+  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-water-sales-by-tariff-of-subscriber-685f5471}}
+}
+```
+
+## 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/9584b934-20df-4dd5-98e7-e3ff15f7aa8e/resource/ff1be866-1f8f-4c16-af99-f14cd51ddfb5/download/energy_water_yr22_060623_source_file.xlsx

data/train-00000-of-00001.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:96a24c24697dfade020cffe4a655e2dd410d27d4edfe25dcc7ceb0ff6f72a878
+size 43748

metadata/source_snapshot.json

@@ -0,0 +1,106 @@
+{
+  "columns": [
+    "source_record_id",
+    "country_iso3",
+    "country_name",
+    "source_sheet",
+    "column_1",
+    "domestic",
+    "d_365971",
+    "d_92_92495588253963",
+    "d_85053_399",
+    "d_69_77075636118678",
+    "d_832555_79997",
+    "d_55_00829401135688",
+    "d_232_40475064964164",
+    "d_9_788624672953988",
+    "d_372734",
+    "d_92_94069244099789",
+    "d_87497_492",
+    "d_68_68942650464635",
+    "d_870695_6203399999",
+    "d_53_14584534898735",
+    "d_234_74513191713126",
+    "d_9_951092316337478",
+    "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",
+    "type_of_tariff",
+    "column_2",
+    "no_of_consumers",
+    "volume_sold_thousand_m3",
+    "amount_collectible_rs_000",
+    "average_sales_price_per_m3",
+    "no_of_consumers_2",
+    "volume_sold_thousand_m3_2",
+    "amount_collectible_rs_000_2",
+    "average_sales_price_per_m3_2",
+    "no_of_consumers_3",
+    "volume_sold_thousand_m3_3",
+    "amount_collectible_rs_000_3",
+    "average_sales_price_per_m3_3",
+    "no_of_consumers_4",
+    "volume_sold_thousand_m3_4",
+    "amount_collectible_rs_000_4",
+    "average_sales_price_per_m3_4",
+    "no_of_consumers_5",
+    "volume_sold_thousand_m3_5",
+    "amount_collectible_rs_000_5",
+    "average_sales_price_per_m3_5"
+  ],
+  "generated_at": "2026-08-08T16:30:12Z",
+  "indicator_count": 0,
+  "mode": "tabular_resource",
+  "repo_id": "electricsheepafrica/africa-mauritius-water-sales-by-tariff-of-subscriber-685f5471",
+  "rows": 28,
+  "source": {
+    "api_base_url": "https://data.govmu.org",
+    "country_iso3": "MU",
+    "country_name": "Mauritius",
+    "group_names": "environment-and-natural-resources",
+    "license_id": "CC-BY-SA-4.0",
+    "license_title": "CC-BY-SA-4.0",
+    "license_url": "",
+    "organization_id": "fba989d1-7b9a-4338-901c-978558936a9b",
+    "organization_name": "mdpa",
+    "organization_title": "MDPA",
+    "package_author": "",
+    "package_id": "9584b934-20df-4dd5-98e7-e3ff15f7aa8e",
+    "package_maintainer": "Open Data Mauritius",
+    "package_metadata_created": "2024-09-30T12:48:30.311368",
+    "package_metadata_modified": "2026-04-14T18:04:24.190100",
+    "package_name": "water-sales-tariff-subscriber",
+    "package_notes": "<p>The data shows the water sales by tariff of subscribers for island of Mauritius for the year 2016 to 2022</p>",
+    "package_page_url": "https://data.govmu.org/dataset/water-sales-tariff-subscriber",
+    "package_private": "False",
+    "package_state": "active",
+    "package_title": "Water sales by tariff of subscriber",
+    "package_version": "",
+    "portal_url": "https://data.govmu.org",
+    "resource_created": "2024-09-30T12:48:37.597135",
+    "resource_datastore_active": "True",
+    "resource_description": "",
+    "resource_format": "XLSX",
+    "resource_hash": "fd7a3b1dc9613a4cc91153550b331039",
+    "resource_id": "ff1be866-1f8f-4c16-af99-f14cd51ddfb5",
+    "resource_last_modified": "2024-09-30T12:48:37.567305",
+    "resource_mimetype": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet",
+    "resource_name": "Energy_Water_Yr22_060623_Source_File.xlsx",
+    "resource_position": "3",
+    "resource_size": "133470",
+    "resource_state": "active",
+    "resource_url": "https://data.govmu.org/dataset/9584b934-20df-4dd5-98e7-e3ff15f7aa8e/resource/ff1be866-1f8f-4c16-af99-f14cd51ddfb5/download/energy_water_yr22_060623_source_file.xlsx",
+    "retrieved_at": "2026-08-08T16:23:36Z",
+    "tag_names": "Commercial; Domestic; industrial; religious; water"
+  },
+  "year_max": 2022,
+  "year_min": 2016
+}