electricsheepafrica/africa-uganda-producer-price-index-excel-tables-august-2021-45989be9

Producer Price Index Excel Tables - August 2021 | Africa (Uganda official open data)

58 rows - 1 Africa country - 2021 - Repackaged by Electric Sheep Africa

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: Producer Price Index Excel Tables - August 2021
• Publisher: Uganda Bureau of Statistics
• Resource: Producer Price Index Excel Tables - August 2021
• Format: XLSX
• License: Other open license
• Packaging mode: tabular_resource

Geographic coverage

1 Africa country:

Country	Rows	First year	Last year	Name
UGA	58	2021	2021	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-da536c13d338a6:annual-monthly-changes: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.	Annual & Monthly Changes
year	Int64	Observation year.	2021
sector	string	Source column.	Whole Sector
weights	float64	Source column.	100.0
2020	float64	Source column.	-2.48665404195314
2020_2	float64	Source column.	-2.350516121514568
2020_3	float64	Source column.	-0.5999950118799946
2020_4	float64	Source column.	-0.5978782490511647
2020_5	float64	Source column.	-0.4739558519550213
2021	float64	Source column.	-0.0800407493683263
2021_2	float64	Source column.	0.3406958888612976
2021_3	float64	Source column.	2.5042903755142065
2021_4	float64	Source column.	4.47662014003698
2021_5	float64	Source column.	3.2760460048349094
2021_6	float64	Source column.	3.744317835761768
2021_7	float64	Source column.	3.8740781599496232
2021_8	float64	Source column.	3.328740289389698
source_period_start_year	Int64	First year inferred from source resource metadata.	2021
source_period_end_year	Int64	Last year inferred from source resource metadata.	2021
source_period_label	string	Human-readable period inferred from source resource metadata.	2021
source_provider	string	Publishing organization.	Uganda Bureau of Statistics
source_dataset	string	Source package title.	Producer Price Index Excel Tables - August 2021
source_resource	string	Source resource title.	Producer Price Index Excel Tables - August 2021
source_package_id	string	CKAN package UUID.	producer-price-index-excel-tables-august-2021-ubos-stat-da536c13d338a6
source_resource_id	string	CKAN resource UUID.	ubos-stat-da536c13d338a6
source_url	string	Original source resource URL.	https://www.ubos.org/wp-content/uploads/statistics/Construction_Sector_I
license_id	string	Source license identifier.	other-open
retrieved_at	string	UTC retrieval timestamp.	2026-07-21T22:20:38Z
q1	string	Source column.	``
d_241_43556369547545	float64	Source column.	``
d_243_63275134059154	float64	Source column.	``
d_236_31065140349946	float64	Source column.	``
d_240_36553916574974	float64	Source column.	``
d_215_50314026813385	float64	Source column.	``
d_219_25000989964028	float64	Source column.	``
d_247_7976254357185	float64	Source column.	``
d_253_23997862008108	float64	Source column.	``
d_183_37680922194536	float64	Source column.	``
d_185_72187935646159	float64	Source column.	``

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-uganda-producer-price-index-excel-tables-august-2021-45989be9")
df = ds["train"].to_pandas()
print(df.head())

Filter to one country

sample_country = df[df["country_iso3"] == "UGA"]

Work with indicators

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

@misc{electric_sheep_africa_africa_uganda_producer_price_index_excel_tables_august_2021_45989be9_2021,
  title        = {Producer Price Index Excel Tables - August 2021 | Africa (Uganda official open data)},
  author       = {Uganda Bureau of Statistics},
  year         = {2021},
  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-producer-price-index-excel-tables-august-2021-45989be9}}
}

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

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Provenance: ingested 2026-07-21 via the Electric Sheep pipeline. Source URL: https://www.ubos.org/wp-content/uploads/statistics/Construction_Sector_Index_August_2021.xlsx