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electricsheepafrica/africa-uganda-annual-gdp-publication-tables-revised-efc80022

Annual Gdp Publication Tables Revised | Africa (Uganda Bureau of Statistics) 838 rows - 1 Africa country/area - 2020 - source table - Engineered by Electric Sheep Africa TL;DR This dataset contains 838 rows from Uganda Bureau of Statistics, covering Annual Gdp Publication Tables Revised. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples. What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-uganda-annual-gdp-publication-tables-revised-efc80022.

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Dataset Card

Annual Gdp Publication Tables Revised | Africa (Uganda Bureau of Statistics)

838 rows - 1 Africa country/area - 2020 - source table - Engineered by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)

rows countries period indicators license

TL;DR

This dataset contains 838 rows from Uganda Bureau of Statistics, covering Annual Gdp Publication Tables Revised. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.

What This Dataset Measures

Economic datasets help analysts examine production, prices, public finance, trade flows, market conditions, and macroeconomic change.

Source-provided context: Annual GDP Publication Tables Revised - Last Updated on 31st March 2020

How To Read This Dataset

  • —One row means: one source record from the original tabular resource, with Electric Sheep Africa provenance columns added where available.
  • —Primary geography column: country_iso3.
  • —Best time column: year.
  • —Time coverage basis: year.
  • —Recommended join keys: country_iso3 where available plus source-specific keys.

Coverage

DimensionValue
Rows838
Countries/areas1
First period2020
Last period2020
Indicators0
Columns161
Source formatXLS

Geographic Coverage

Top areas shown below, sorted by row count when available:

AreaRowsFirst yearLast yearName
UGA83820202020Uganda

Indicators, Variables, Or Resource Contents

  • —This repo preserves one source tabular resource with its usable columns kept together.

Schema

ColumnTypeDescriptionExample
source_record_idstringStable row identifier assigned during Electric Sheep Africa engineering.ubos-stat-d284bd39072382:contents:0
country_iso3stringISO3 country or area code.UGA
country_namestringCountry or area name.Uganda
source_sheetstringSource column from the original resource.Contents
yearint64Observation year.2020
table_2_1stringSource column from the original resource.Table 2.2
gdp_by_economic_activity_at_current_pricesstringSource column from the original resource.GDP by economic activity: at Current Prices
in_billions_of_shillingsstringSource column from the original resource.Percentage Growth
source_period_start_yearint64Start year inferred from source metadata.2020
source_period_end_yearint64End year inferred from source metadata.2020
source_period_labelstringSource column from the original resource.2020
source_providerstringPublishing organization.Uganda Bureau of Statistics
source_datasetstringSource dataset or package title.Annual GDP Publication Tables Revised
source_resourcestringSource resource title, table name, or file name.Annual GDP Publication Tables Revised
source_package_idstringSource package identifier.annual-gdp-publication-tables-revised-ubos-stat-d284bd39072382
source_resource_idstringSource resource identifier.ubos-stat-d284bd39072382
source_urlstringOriginal source URL or download URL.https://www.ubos.org/wp-content/uploads/statistics/AGDP_Publication_T...
license_idstringSource license identifier.other-open
retrieved_atstringUTC source retrieval timestamp from the Electric Sheep Africa pipeline.2026-07-21T21:37:51Z
at_current_prices_billion_shillingsstringSource column from the original resource.``
d_48102_18623899991doubleSource column from the original resource.``
d_53678_696705078895doubleSource column from the original resource.``
d_64234_79648429449doubleSource column from the original resource.``
d_69259_35266382089doubleSource column from the original resource.``
d_74316_9965206456doubleSource column from the original resource.``
d_82100_4819135249doubleSource column from the original resource.``
d_90839_96214335902doubleSource column from the original resource.``
d_99733_72150951318doubleSource column from the original resource.``
d_108518_04092147312doubleSource column from the original resource.``
d_119906_65621270007doubleSource column from the original resource.``
d_128498_96598003825doubleSource column from the original resource.``
agriculture_forestry_and_fishingstringSource column from the original resource.``
astringSource column from the original resource.``
d_16214_230721813343doubleSource column from the original resource.``
d_17160_604449528637doubleSource column from the original resource.``
d_18244_61442469401doubleSource column from the original resource.``
d_18462_05873481358doubleSource column from the original resource.``
d_19155_98779145838doubleSource column from the original resource.``
d_20203_47021957003doubleSource column from the original resource.``
d_21162_419109565522doubleSource column from the original resource.``
d_22368_165862981492doubleSource column from the original resource.``
d_25457_068580120023doubleSource column from the original resource.``
d_27349_983467383197doubleSource column from the original resource.``
d_28164_739933250068doubleSource column from the original resource.``
d_21088_425030605384doubleSource column from the original resource.``
d_21695_130272753926doubleSource column from the original resource.``
d_22369_862599668377doubleSource column from the original resource.``
d_22502_77283119481doubleSource column from the original resource.``
d_22921_775126830875doubleSource column from the original resource.``
d_23540_13546370185doubleSource column from the original resource.``
d_24092_320243923445doubleSource column from the original resource.``
d_24769_153182398157doubleSource column from the original resource.``
d_25457_06858012002doubleSource column from the original resource.``
d_26423_780832112876doubleSource column from the original resource.``
d_27755_026727045155doubleSource column from the original resource.``
d_76_88687371523393doubleSource column from the original resource.``
d_79_09887718480296doubleSource column from the original resource.``
d_81_5589024894792doubleSource column from the original resource.``
d_82_04348358892142doubleSource column from the original resource.``
d_83_57113567978213doubleSource column from the original resource.``
d_85_82563278245848doubleSource column from the original resource.``
d_87_83885858774063doubleSource column from the original resource.``
d_90_30654257036575doubleSource column from the original resource.``
d_100_00000000000003doubleSource column from the original resource.``
d_103_50518588219862doubleSource column from the original resource.``
d_101_47617658680068doubleSource column from the original resource.``
d_0_01862002957498743doubleSource column from the original resource.``
d_0_02697698295395745doubleSource column from the original resource.``
d_0_023457162388596187doubleSource column from the original resource.``
d_0_02809330656500042doubleSource column from the original resource.``
d_0_10733948121290604doubleSource column from the original resource.``
column_1stringSource column from the original resource.``
isicstringSource column from the original resource.``
2008doubleSource column from the original resource.``
2009doubleSource column from the original resource.``
2010doubleSource column from the original resource.``
2011doubleSource column from the original resource.``
2012doubleSource column from the original resource.``
2013doubleSource column from the original resource.``
2014doubleSource column from the original resource.``
2015doubleSource column from the original resource.``
2016doubleSource column from the original resource.``
2017doubleSource column from the original resource.``
cash_cropsstringSource column from the original resource.``
aastringSource column from the original resource.``
d_159_74582221277348doubleSource column from the original resource.``
d_131_50007190121664doubleSource column from the original resource.``
d_134_09654528291833doubleSource column from the original resource.``
d_145_72392381657406doubleSource column from the original resource.``
d_175_03272886151248doubleSource column from the original resource.``
d_149_96261182345876doubleSource column from the original resource.``
d_248_92816462294584doubleSource column from the original resource.``
d_223_94380534792666doubleSource column from the original resource.``
d_253_63984588048487doubleSource column from the original resource.``
d_234_0810830833083doubleSource column from the original resource.``
d_206_13286156075603doubleSource column from the original resource.``
1923doubleSource column from the original resource.``
d_1426_8057450477602doubleSource column from the original resource.``
d_1423_1086852109845doubleSource column from the original resource.``
d_1711_175042896941doubleSource column from the original resource.``
d_1692_1904706616doubleSource column from the original resource.``
d_1694_0590710611511doubleSource column from the original resource.``
d_1787_8558742350124doubleSource column from the original resource.``
1903doubleSource column from the original resource.``
d_2298_30985405334doubleSource column from the original resource.``
d_2417_751073008862doubleSource column from the original resource.``
d_2475_3973862111075doubleSource column from the original resource.``
gdp_expenditure_billions_of_shillingsstringSource column from the original resource.``
2018doubleSource column from the original resource.``
1906doubleSource column from the original resource.``
d_1421_6702115515907doubleSource column from the original resource.``
d_1419_538944327777doubleSource column from the original resource.``
d_1698_5357336176405doubleSource column from the original resource.``
d_1695_9678986078447doubleSource column from the original resource.``
d_1684_6548891854268doubleSource column from the original resource.``
d_1821_9720751925456doubleSource column from the original resource.``
d_2122_747496088115doubleSource column from the original resource.``
d_2545_9203147140497doubleSource column from the original resource.``
d_2645_566782755195doubleSource column from the original resource.``
d_2675_1947079911574doubleSource column from the original resource.``
professional_scientific_and_technical_activitiesstringSource column from the original resource.``
mstringSource column from the original resource.``
d_307_47985632695446doubleSource column from the original resource.``
d_380_9286493283864doubleSource column from the original resource.``
d_548_4194540864034doubleSource column from the original resource.``
d_469_5809887995261doubleSource column from the original resource.``
d_473_9901745226209doubleSource column from the original resource.``
d_482_0396281235038doubleSource column from the original resource.``
d_429_55381624538654doubleSource column from the original resource.``
d_426_7780554579245doubleSource column from the original resource.``
d_460_424698188402doubleSource column from the original resource.``
d_509_58989456966736doubleSource column from the original resource.``
d_533_1322701901745doubleSource column from the original resource.``
d_3898_5979354919036doubleSource column from the original resource.``
d_4308_219920945749doubleSource column from the original resource.``
d_4578_0574839324945doubleSource column from the original resource.``
d_4485_330012308812doubleSource column from the original resource.``
d_4597_641891396652doubleSource column from the original resource.``
d_4878_191489227909doubleSource column from the original resource.``
d_5086_6546481508585doubleSource column from the original resource.``
d_5273_1452449465905doubleSource column from the original resource.``
d_6198_187307347888doubleSource column from the original resource.``
d_6712_168276865154doubleSource column from the original resource.``
d_6428_773588793822doubleSource column from the original resource.``
agriculture_forestry_and_fishing_2stringSource column from the original resource.``
a_2stringSource column from the original resource.``
d_11287_441421832234doubleSource column from the original resource.``
d_11898_3169475104doubleSource column from the original resource.``
d_12885_99472851177doubleSource column from the original resource.``
d_13720_456833072545doubleSource column from the original resource.``
d_15647_465435455866doubleSource column from the original resource.``
d_2620_538083599805doubleSource column from the original resource.``
d_3232_195836550631doubleSource column from the original resource.``
d_3508_8089758872447doubleSource column from the original resource.``
d_4511_094379118905doubleSource column from the original resource.``
d_4596_22594857876doubleSource column from the original resource.``
d_5182_359305504857doubleSource column from the original resource.``
d_5432_2930348054615doubleSource column from the original resource.``
d_5727_488637425349doubleSource column from the original resource.``
d_6683_898282852668doubleSource column from the original resource.``
d_7172_317687909901doubleSource column from the original resource.``

Usage

python
from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-uganda-annual-gdp-publication-tables-revised-efc80022")
df = ds["train"].to_pandas()
print(df.head())

Inspect Columns

python
print(df.info())
print(df.head())

Filter By Geography

python
if "country_iso3" in df.columns:
    sample = df[df["country_iso3"] == "UGA"]

Time-Series Pattern

python
if "value" in df.columns and "year" in df.columns:
    trend = df.sort_values("year")

Pivot For Analysis

python
if {"indicator_id", "year", "value"}.issubset(df.columns):
    matrix = df.pivot_table(index="year", columns="indicator_id", values="value")
    print(matrix.tail())

Data Quality Notes

  • —Canonical time field: year.
  • —Missing values are preserved rather than silently imputed.
  • —Column names are standardized for machine use; source meanings are preserved where known.
  • —Always confirm source methodology, units, and collection definitions before policy, production, or redistribution-sensitive use.

Source And Provenance

Transformations Applied

  • —Converted the source table to Parquet for efficient analytics and ML workflows.
  • —Added or preserved source provenance columns where available.
  • —Standardized README metadata, dataset loading configuration, schema documentation, and citation format.
  • —Preserved source-reported values without analytical imputation.

Suggested Analyses

  • —Build time-series dashboards
  • —Compare economic indicators
  • —Join with population or sector data
  • —Build time-series views and period-over-period comparisons
  • —Check missingness before modeling
  • —Use country_iso3 as the safest geography join key when present

Citation

bibtex
@misc{electric_sheep_africa_africa_uganda_annual_gdp_publication_tables_revised_efc80022_2020,
  title        = {Annual Gdp Publication Tables Revised | Africa (Uganda Bureau of Statistics)},
  author       = {Uganda Bureau of Statistics},
  year         = {2020},
  url          = {https://www.ubos.org/explore-statistics/0/},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-uganda-annual-gdp-publication-tables-revised-efc80022}}
}

License

Released under other-open.

Original data is published by Uganda Bureau of Statistics. Electric Sheep Africa engineering standardizes the data for discovery, loading, and analysis on Hugging Face. Cite both the original source and this ML-ready dataset when used.

About Electric Sheep Africa

Electric Sheep Africa publishes ML-ready African public datasets on Hugging Face.


Provenance: README standardized 2026-08-12 by the Electric Sheep Africa README system. Source URL: https://www.ubos.org/explore-statistics/0/