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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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+ - xls
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+ - africa
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+ - uganda
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+ - official-statistics
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+ - open-data
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+ pretty_name: "Annual Gross Domestic Product Publication Tables 2025/26 June Release | Africa (Uganda official open data)"
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+ ---
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+
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+ # Annual Gross Domestic Product Publication Tables 2025/26 June Release | Africa (Uganda official open data)
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+
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+ 782 rows - 1 Africa country - 2025-2026 - Repackaged by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)
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+
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+ ![rows](https://img.shields.io/badge/rows-782-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-2025-2026-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 `XLS` resource from **Uganda** 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:** [Annual Gross Domestic Product Publication Tables 2025/26 June Release](https://www.ubos.org/explore-statistics/0/)
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+ - **Publisher:** Uganda Bureau of Statistics
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+ - **Resource:** [Annual Gross Domestic Product Publication Tables 2025/26 June Release](https://www.ubos.org/wp-content/uploads/statistics/06_2026AGDP_Publication_Tables_2025_26_June_Release.xls)
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+ - **Format:** `XLS`
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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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+ | `UGA` | 782 | 2025 | 2026 | `Uganda` |
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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. | `ubos-stat-4efa93b614dfa0:contents:0` |
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+ | `country_iso3` | `string` | ISO3 country code. | `UGA` |
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+ | `country_name` | `string` | Country name. | `Uganda` |
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+ | `source_sheet` | `string` | Workbook sheet name, when the source is a spreadsheet. | `Contents` |
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+ | `table_2_1` | `string` | Source column. | `Table 2.2` |
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+ | `gdp_by_economic_activity_at_current_prices` | `string` | Source column. | `GDP by economic activity: at Current Prices` |
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+ | `in_billions_of_shillings` | `string` | Source column. | `Contribution to GDP` |
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+ | `source_period_start_year` | `Int64` | First year inferred from source resource metadata. | `2025` |
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+ | `source_period_end_year` | `Int64` | Last year inferred from source resource metadata. | `2026` |
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+ | `source_period_label` | `string` | Human-readable period inferred from source resource metadata. | `2025-2026` |
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+ | `source_provider` | `string` | Publishing organization. | `Uganda Bureau of Statistics` |
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+ | `source_dataset` | `string` | Source package title. | `Annual Gross Domestic Product Publication Tables 2025/26 June Release` |
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+ | `source_resource` | `string` | Source resource title. | `Annual Gross Domestic Product Publication Tables 2025/26 June Release` |
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+ | `source_package_id` | `string` | CKAN package UUID. | `annual-gross-domestic-product-publication-tables-2025-26-june-release-ub` |
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+ | `source_resource_id` | `string` | CKAN resource UUID. | `ubos-stat-4efa93b614dfa0` |
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+ | `source_url` | `string` | Original source resource URL. | `https://www.ubos.org/wp-content/uploads/statistics/06_2026AGDP_Publicati` |
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+ | `license_id` | `string` | Source license identifier. | `other-open` |
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+ | `retrieved_at` | `string` | UTC retrieval timestamp. | `2026-07-21T21:37:51Z` |
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+ | `at_current_prices_billion_shillings` | `string` | Source column. | `` |
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+ | `d_108518_04092147312` | `float64` | Source column. | `` |
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+ | `d_120484_7774553837` | `float64` | Source column. | `` |
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+ | `d_132089_77478918506` | `float64` | Source column. | `` |
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+ | `d_139689_04510821824` | `float64` | Source column. | `` |
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+ | `d_148310_24763035832` | `float64` | Source column. | `` |
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+ | `d_162749_94727287057` | `float64` | Source column. | `` |
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+ | `d_183004_38631275875` | `float64` | Source column. | `` |
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+ | `d_203707_76822914762` | `float64` | Source column. | `` |
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+ | `d_227874_59688027092` | `float64` | Source column. | `` |
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+ | `d_250446_89906147736` | `float64` | Source column. | `` |
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+ | `agriculture_forestry_and_fishing` | `string` | Source column. | `` |
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+ | `a` | `string` | Source column. | `` |
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+ | `d_25457_068580120023` | `float64` | Source column. | `` |
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+ | `d_28013_0644321621` | `float64` | Source column. | `` |
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+ | `d_30308_67090734866` | `float64` | Source column. | `` |
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+ | `d_33426_23870776315` | `float64` | Source column. | `` |
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+ | `d_35359_83829566555` | `float64` | Source column. | `` |
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+ | `d_39079_064980477844` | `float64` | Source column. | `` |
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+ | `d_44084_97832632893` | `float64` | Source column. | `` |
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+ | `d_50150_71482589228` | `float64` | Source column. | `` |
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+ | `d_59549_42388706847` | `float64` | Source column. | `` |
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+ | `d_65620_7028790493` | `float64` | Source column. | `` |
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+ | `d_26574_425882050717` | `float64` | Source column. | `` |
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+ | `d_27987_05740813223` | `float64` | Source column. | `` |
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+ | `d_29336_819724614306` | `float64` | Source column. | `` |
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+ | `d_30604_199144737322` | `float64` | Source column. | `` |
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+ | `d_31881_275130615875` | `float64` | Source column. | `` |
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+ | `d_33327_64034327128` | `float64` | Source column. | `` |
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+ | `d_35186_642553572696` | `float64` | Source column. | `` |
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+ | `d_37563_335214042` | `float64` | Source column. | `` |
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+ | `d_39987_16780901723` | `float64` | Source column. | `` |
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+ | `d_100` | `float64` | Source column. | `` |
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+ | `d_105_41362043528883` | `float64` | Source column. | `` |
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+ | `d_108_29531116959026` | `float64` | Source column. | `` |
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+ | `d_113_9395443048577` | `float64` | Source column. | `` |
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+ | `d_115_53917202158188` | `float64` | Source column. | `` |
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+ | `d_122_57685685523245` | `float64` | Source column. | `` |
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+ | `d_132_2775266183209` | `float64` | Source column. | `` |
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+ | `d_142_5277070682045` | `float64` | Source column. | `` |
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+ | `d_158_53071498509425` | `float64` | Source column. | `` |
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+ | `d_164_10440267352877` | `float64` | Source column. | `` |
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+ | `column_1` | `string` | Source column. | `` |
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+ | `isic` | `string` | Source column. | `` |
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+ | `2008` | `string` | Source column. | `` |
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+ | `2009` | `string` | Source column. | `` |
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+ | `2010` | `string` | Source column. | `` |
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+ | `2011` | `string` | Source column. | `` |
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+ | `2012` | `string` | Source column. | `` |
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+ | `2013` | `string` | Source column. | `` |
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+ | `2014` | `string` | Source column. | `` |
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+ | `2015` | `string` | Source column. | `` |
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+ | `2016` | `float64` | Source column. | `` |
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+ | `2017` | `float64` | Source column. | `` |
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+ | `cash_crops` | `string` | Source column. | `` |
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+ | `aa` | `string` | Source column. | `` |
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+ | `d_253_63984588048487` | `float64` | Source column. | `` |
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+ | `d_238_00313145702762` | `float64` | Source column. | `` |
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+ | `d_225_0529963091497` | `float64` | Source column. | `` |
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+ | `d_233_2995157932633` | `float64` | Source column. | `` |
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+ | `d_268_2023396337569` | `float64` | Source column. | `` |
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+ | `d_333_62160127585724` | `float64` | Source column. | `` |
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+ | `d_380_4364779026904` | `float64` | Source column. | `` |
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+ | `d_669_6747900405255` | `float64` | Source column. | `` |
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+ | `d_744_7783938507231` | `float64` | Source column. | `` |
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+ | `d_788_2317116792926` | `float64` | Source column. | `` |
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+ | `d_2298_30985405334` | `float64` | Source column. | `` |
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+ | `d_2466_741494080279` | `float64` | Source column. | `` |
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+ | `d_2384_3006230778437` | `float64` | Source column. | `` |
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+ | `d_2514_443149112801` | `float64` | Source column. | `` |
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+ | `d_2782_4851029578053` | `float64` | Source column. | `` |
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+ | `d_4128_105355326828` | `float64` | Source column. | `` |
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+ | `d_4269_618503704287` | `float64` | Source column. | `` |
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+ | `d_6559_338727452835` | `float64` | Source column. | `` |
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+ | `d_10629_337615219047` | `float64` | Source column. | `` |
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+ | `d_12053_641273985322` | `float64` | Source column. | `` |
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+ | `gdp_expenditure_billions_of_shillings` | `string` | Source column. | `` |
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+ | `2018` | `float64` | Source column. | `` |
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+ | `2019` | `float64` | Source column. | `` |
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+ | `2020` | `float64` | Source column. | `` |
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+ | `2021` | `float64` | Source column. | `` |
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+ | `2022` | `float64` | Source column. | `` |
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+ | `2023` | `float64` | Source column. | `` |
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+ | `2024` | `float64` | Source column. | `` |
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+ | `2025` | `float64` | Source column. | `` |
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+ | `d_2545_92031471405` | `float64` | Source column. | `` |
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+ | `d_2698_354238113565` | `float64` | Source column. | `` |
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+ | `d_2603_18860831867` | `float64` | Source column. | `` |
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+ | `d_2741_2506878063755` | `float64` | Source column. | `` |
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+ | `d_3043_479710488931` | `float64` | Source column. | `` |
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+ | `d_4451_185420236389` | `float64` | Source column. | `` |
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+ | `d_4639_068490463375` | `float64` | Source column. | `` |
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+ | `d_7211_9338284787` | `float64` | Source column. | `` |
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+ | `d_11347_242859119022` | `float64` | Source column. | `` |
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+ | `d_12811_532027464697` | `float64` | Source column. | `` |
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+ | `public_administration` | `string` | Source column. | `` |
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+ | `o` | `string` | Source column. | `` |
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+ | `d_2677_639626592122` | `float64` | Source column. | `` |
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+ | `d_3048_5572418803426` | `float64` | Source column. | `` |
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+ | `d_3253_9943545885644` | `float64` | Source column. | `` |
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+ | `d_3864_5014873433065` | `float64` | Source column. | `` |
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+ | `d_4454_979446386565` | `float64` | Source column. | `` |
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+ | `d_4778_320078898917` | `float64` | Source column. | `` |
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+ | `d_5258_872635758394` | `float64` | Source column. | `` |
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+ | `d_5791_760635300226` | `float64` | Source column. | `` |
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+ | `d_6229_704438408723` | `float64` | Source column. | `` |
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+ | `d_6883_313972810704` | `float64` | Source column. | `` |
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+ | `d_6309_090861150444` | `float64` | Source column. | `` |
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+ | `d_7041_753463547948` | `float64` | Source column. | `` |
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+ | `d_7291_593473309904` | `float64` | Source column. | `` |
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+ | `d_7865_15013179964` | `float64` | Source column. | `` |
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+ | `d_8264_315408593839` | `float64` | Source column. | `` |
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+ | `d_8919_028192183769` | `float64` | Source column. | `` |
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+ | `d_10269_015532242312` | `float64` | Source column. | `` |
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+ | `d_11008_165879707489` | `float64` | Source column. | `` |
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+ | `d_12031_566983379287` | `float64` | Source column. | `` |
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+ | `d_12931_201478117515` | `float64` | Source column. | `` |
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+ | `gdp_at_market_prices` | `string` | Source column. | `` |
198
+ | `d_108518_04092147313` | `float64` | Source column. | `` |
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+ | `d_120484_77745538371` | `float64` | Source column. | `` |
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+ | `d_162749_94727287063` | `float64` | Source column. | `` |
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+ | `d_183004_38631275878` | `float64` | Source column. | `` |
202
+
203
+ ## Usage
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+
205
+ ```python
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+ from datasets import load_dataset
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+
208
+ ds = load_dataset("electricsheepafrica/africa-uganda-annual-gross-domestic-product-publication-tables-2025-26-j-34470a2c")
209
+ df = ds["train"].to_pandas()
210
+ print(df.head())
211
+ ```
212
+
213
+ ### Filter to one country
214
+
215
+ ```python
216
+ sample_country = df[df["country_iso3"] == "UGA"]
217
+ ```
218
+
219
+ ### Work with indicators
220
+
221
+ ```python
222
+ if "indicator_id" in df.columns:
223
+ print(df["indicator_id"].value_counts().head())
224
+ sample = df.sort_values([c for c in ["indicator_id", "year"] if c in df.columns])
225
+ ```
226
+
227
+ ## Citation
228
+
229
+ ```bibtex
230
+ @misc{electric_sheep_africa_africa_uganda_annual_gross_domestic_product_publication_tables_2025_26_j_34470a2_2026,
231
+ title = {Annual Gross Domestic Product Publication Tables 2025/26 June Release | Africa (Uganda official open data)},
232
+ author = {Uganda Bureau of Statistics},
233
+ year = {2026},
234
+ url = {https://www.ubos.org/explore-statistics/0/},
235
+ publisher = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
236
+ howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-uganda-annual-gross-domestic-product-publication-tables-2025-26-j-34470a2c}}
237
+ }
238
+ ```
239
+
240
+ ## License
241
+
242
+ Released under [Other open license]().
243
+
244
+ Original data (c) Uganda Bureau of Statistics. When using this dataset, please cite both the
245
+ original source above and the Electric Sheep Africa repackaging.
246
+
247
+ ## About Electric Sheep
248
+
249
+ Electric Sheep Africa is part of the Electric Sheep mission: a unified,
250
+ ML-ready data layer for Africa on Hugging Face. We pull data from authoritative
251
+ open sources, normalize the schemas, package as Parquet, and publish with
252
+ consistent dataset cards so researchers and developers can use `load_dataset()`
253
+ 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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+
257
+ ---
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+
259
+ Provenance: ingested 2026-07-21 via the Electric Sheep pipeline. Source URL:
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+ https://www.ubos.org/wp-content/uploads/statistics/06_2026AGDP_Publication_Tables_2025_26_June_Release.xls
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metadata/source_snapshot.json ADDED
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1
+ {
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+ "columns": [
3
+ "source_record_id",
4
+ "country_iso3",
5
+ "country_name",
6
+ "source_sheet",
7
+ "table_2_1",
8
+ "gdp_by_economic_activity_at_current_prices",
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+ "in_billions_of_shillings",
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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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+ "at_current_prices_billion_shillings",
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+ "d_108518_04092147312",
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+ "d_120484_7774553837",
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+ "d_132089_77478918506",
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+ "d_227874_59688027092",
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+ "d_250446_89906147736",
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+ "agriculture_forestry_and_fishing",
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+ "a",
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+ "d_25457_068580120023",
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+ "d_28013_0644321621",
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+ "d_30308_67090734866",
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+ "d_33426_23870776315",
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+ "d_35359_83829566555",
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+ "d_39079_064980477844",
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+ "d_44084_97832632893",
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+ "d_37563_335214042",
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+ "d_39987_16780901723",
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+ "d_100",
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+ "d_105_41362043528883",
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+ "d_108_29531116959026",
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+ "d_158_53071498509425",
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+ "d_164_10440267352877",
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+ "column_1",
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+ "isic",
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+ "2008",
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+ "2009",
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+ "2010",
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+ "2011",
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+ "2012",
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+ "2013",
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+ "2014",
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+ "2015",
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+ "2016",
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+ "2017",
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+ "cash_crops",
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+ "aa",
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+ "d_253_63984588048487",
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+ "d_238_00313145702762",
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+ "d_225_0529963091497",
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+ "d_2298_30985405334",
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+ "d_2384_3006230778437",
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+ "d_2514_443149112801",
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+ "d_2782_4851029578053",
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