Add ML-ready official indicator dataset

README.md

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+---
+license: other
+language:
+- en
+task_categories:
+- tabular-classification
+- tabular-regression
+multilinguality: monolingual
+size_categories:
+- n<1K
+tags:
+- tabular
+- xlsx
+- africa
+- uganda
+- official-statistics
+- open-data
+- economics
+pretty_name: "Average Monthly consumption expenditure per household, Ugx (2016-17 prices) | Africa (Uganda official open data)"
+---
+
+# Average Monthly consumption expenditure per household, Ugx (2016-17 prices) | Africa (Uganda official open data)
+
+5 rows - 1 Africa country - 2016-2025 - Repackaged by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)
+
+![rows](https://img.shields.io/badge/rows-5-blue)
+![countries](https://img.shields.io/badge/countries-1-green)
+![years](https://img.shields.io/badge/years-2016-2025-orange)
+![indicators](https://img.shields.io/badge/indicators-0-purple)
+![license](https://img.shields.io/badge/license-other-lightgrey)
+
+## TL;DR
+
+This dataset packages one official `XLSX` resource from **Uganda** 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:** [Average Monthly consumption expenditure per household, Ugx (2016-17 prices)](https://www.ubos.org/explore-statistics/0/)
+- **Publisher:** Uganda Bureau of Statistics
+- **Resource:** [Average Monthly consumption expenditure per household, Ugx (2016-17 prices)](https://www.ubos.org/wp-content/uploads/statistics/Average-Monthly-consumption-expenditure-per-household-Ugx-2016-17-prices.xlsx)
+- **Format:** `XLSX`
+- **License:** [Other open license]()
+- **Packaging mode:** `tabular_resource`
+
+## Geographic coverage
+
+1 Africa country:
+
+| Country | Rows | First year | Last year | Name |
+|---------|-----:|-----------:|----------:|------|
+| `UGA` | 5 | 2016 | 2025 | `Uganda` |
+
+## 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. | `ubos-stat-10f5f8466c408c:data:0` |
+| `country_iso3` | `string` | ISO3 country code. | `UGA` |
+| `country_name` | `string` | Country name. | `Uganda` |
+| `source_sheet` | `string` | Workbook sheet name, when the source is a spreadsheet. | `Data` |
+| `central` | `string` | Source column. | `Eastern` |
+| `d_534749` | `float64` | Source column. | `461048.0` |
+| `d_928898` | `float64` | Source column. | `575343.0` |
+| `d_699628` | `float64` | Source column. | `481788.0` |
+| `d_582899` | `float64` | Source column. | `461949.0` |
+| `d_826472` | `float64` | Source column. | `604405.0` |
+| `d_711031` | `float64` | Source column. | `504043.0` |
+| `d_2_5` | `float64` | Source column. | `0.1` |
+| `d_3_3` | `float64` | Source column. | `1.4` |
+| `d_0_5` | `float64` | Source column. | `1.3` |
+| `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. | `2025` |
+| `source_period_label` | `string` | Human-readable period inferred from source resource metadata. | `2016-2025` |
+| `source_provider` | `string` | Publishing organization. | `Uganda Bureau of Statistics` |
+| `source_dataset` | `string` | Source package title. | `Average Monthly consumption expenditure per household, Ugx (2016-17 pric` |
+| `source_resource` | `string` | Source resource title. | `Average Monthly consumption expenditure per household, Ugx (2016-17 pric` |
+| `source_package_id` | `string` | CKAN package UUID. | `average-monthly-consumption-expenditure-per-household-ugx-2016-17-prices` |
+| `source_resource_id` | `string` | CKAN resource UUID. | `ubos-stat-10f5f8466c408c` |
+| `source_url` | `string` | Original source resource URL. | `https://www.ubos.org/wp-content/uploads/statistics/Average-Monthly-consu` |
+| `license_id` | `string` | Source license identifier. | `other-open` |
+| `retrieved_at` | `string` | UTC retrieval timestamp. | `2026-07-21T21:37:51Z` |
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+ds = load_dataset("electricsheepafrica/africa-uganda-average-monthly-consumption-expenditure-per-household-ugx-87441c60")
+df = ds["train"].to_pandas()
+print(df.head())
+```
+
+### Filter to one country
+
+```python
+sample_country = df[df["country_iso3"] == "UGA"]
+```
+
+### 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_uganda_average_monthly_consumption_expenditure_per_household_ugx_87441c60_2025,
+  title        = {Average Monthly consumption expenditure per household, Ugx (2016-17 prices) | Africa (Uganda official open data)},
+  author       = {Uganda Bureau of Statistics},
+  year         = {2025},
+  url          = {https://www.ubos.org/explore-statistics/0/},
+  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
+  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-uganda-average-monthly-consumption-expenditure-per-household-ugx-87441c60}}
+}
+```
+
+## License
+
+Released under [Other open license]().
+
+Original data (c) Uganda Bureau of Statistics. 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 2026-07-21 via the Electric Sheep pipeline. Source URL:
+https://www.ubos.org/wp-content/uploads/statistics/Average-Monthly-consumption-expenditure-per-household-Ugx-2016-17-prices.xlsx

data/train-00000-of-00001.parquet

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+version https://git-lfs.github.com/spec/v1
+oid sha256:e599b6e2e39761b17a32c09a967a45edd2f8cbcf5cb069aa0c748aed9cb98290
+size 17940

metadata/source_snapshot.json

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+{
+  "columns": [
+    "source_record_id",
+    "country_iso3",
+    "country_name",
+    "source_sheet",
+    "central",
+    "d_534749",
+    "d_928898",
+    "d_699628",
+    "d_582899",
+    "d_826472",
+    "d_711031",
+    "d_2_5",
+    "d_3_3",
+    "d_0_5",
+    "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": "2026-07-21T21:40:26Z",
+  "indicator_count": 0,
+  "mode": "tabular_resource",
+  "repo_id": "electricsheepafrica/africa-uganda-average-monthly-consumption-expenditure-per-household-ugx-87441c60",
+  "rows": 5,
+  "source": {
+    "api_base_url": "https://www.ubos.org/explore-statistics/0/",
+    "country_iso3": "UGA",
+    "country_name": "Uganda",
+    "group_names": "All Statistics; statistics; Average-Monthly-consumption-expenditure-per-household-Ugx-2016-17-prices.xlsx; 2025-10-14",
+    "license_id": "other-open",
+    "license_title": "UBOS public data reuse guidance",
+    "license_url": "https://www.ubos.org/about-us/guidelines-on-usage-and-reproduction-of-data/",
+    "organization_title": "Uganda Bureau of Statistics",
+    "package_id": "average-monthly-consumption-expenditure-per-household-ugx-2016-17-prices-ubos-st",
+    "package_name": "average-monthly-consumption-expenditure-per-household-ugx-2016-17-prices-ubos-st",
+    "package_notes": "Public UBOS statistics download listed under All Statistics.",
+    "package_page_url": "https://www.ubos.org/explore-statistics/0/",
+    "package_title": "Average Monthly consumption expenditure per household, Ugx (2016-17 prices)",
+    "package_type": "statistics-download",
+    "portal_title": "Uganda Bureau of Statistics",
+    "portal_url": "https://www.ubos.org",
+    "resource_created": "2025-10-14",
+    "resource_description": "Average Monthly consumption expenditure per household, Ugx (2016-17 prices) - Last Updated on 14th October 2025",
+    "resource_filename": "Average-Monthly-consumption-expenditure-per-household-Ugx-2016-17-prices.xlsx",
+    "resource_format": "XLSX",
+    "resource_id": "ubos-stat-10f5f8466c408c",
+    "resource_last_modified": "2025-10-14",
+    "resource_mimetype": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet",
+    "resource_name": "Average Monthly consumption expenditure per household, Ugx (2016-17 prices)",
+    "resource_position": "49",
+    "resource_url": "https://www.ubos.org/wp-content/uploads/statistics/Average-Monthly-consumption-expenditure-per-household-Ugx-2016-17-prices.xlsx",
+    "source_catalog_id": "all-statistics",
+    "source_idno": "ubos-stat-10f5f8466c408c",
+    "source_total_downloads": "",
+    "source_total_views": "",
+    "tag_names": "ubos; official-statistics; public-download; statistics; xlsx; All Statistics"
+  },
+  "year_max": 2025,
+  "year_min": 2016
+}