electricsheepafrica/africa-zambia-gdp-2010-2018-quarter-2-25a11ccf

GDP 2010-2018 Quarter 2 | Africa (Zambia official open data)

147 rows - 1 Africa country - 2010-2023 - Repackaged by Electric Sheep Africa

TL;DR

This dataset packages one official XLSX resource from Zambia 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: GDP 2010-2018 Quarter 2
• Publisher: Zambia Statistics Agency
• Resource: GDP 2010-2018 Quarter 2
• Format: XLSX
• License: Other open license
• Packaging mode: tabular_resource

Geographic coverage

1 Africa country:

Country	Rows	First year	Last year	Name
ZMB	147	2010	2023	Zambia

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.	zamstats-media-f9f304434f4a26:constant-2010-prices:0
country_iso3	string	ISO3 country code.	ZMB
country_name	string	Country name.	Zambia
source_sheet	string	Workbook sheet name, when the source is a spreadsheet.	Constant 2010 prices
column_1	string	Source column.	A
column_2	string	Source column.	Agriculture, forestry and fishing
column_3	string	Source column.	``
q1	float64	Source column.	2884.2128302880283
q2	float64	Source column.	2328.4689165322384
q3	float64	Source column.	1395.956528480938
q4	float64	Source column.	2550.0207495813943
q1_2	float64	Source column.	3066.8706930617614
q2_2	float64	Source column.	2570.112132820386
q3_2	float64	Source column.	1517.9301629343968
q4_2	float64	Source column.	2716.1761998719544
q1_3	float64	Source column.	3235.8524596638727
q2_3	float64	Source column.	2656.486463237342
q3_3	float64	Source column.	1557.4956963559544
q4_3	float64	Source column.	2755.4024956692992
q1_4	float64	Source column.	3080.272759571874
q2_4	float64	Source column.	2531.968616091656
q3_4	float64	Source column.	1516.6881412546995
q4_4	float64	Source column.	2684.1090616130527
q1_5	float64	Source column.	3134.165431400293
q2_5	float64	Source column.	2516.964029727435
q3_5	float64	Source column.	1513.968636579191
q4_5	float64	Source column.	2751.9073164455504
q1_6	float64	Source column.	2866.86938434112
q2_6	float64	Source column.	2320.935198135902
q3_6	float64	Source column.	1421.8493708794538
q4_6	float64	Source column.	2540.109044745463
q1_7	float64	Source column.	2956.7434753624475
q2_7	float64	Source column.	2299.0877358970047
q3_7	float64	Source column.	1433.0377386136802
q4_7	float64	Source column.	2801.221411621418
q1_8	float64	Source column.	3477.772371566333
q2_8	float64	Source column.	2648.7703048841254
q3_8	float64	Source column.	1658.5822113999045
q4_8	float64	Source column.	2633.8823739358204
q1_9	float64	Source column.	2877.2077231750504
q2_9	float64	Source column.	2138.9553164243493
source_period_start_year	Int64	First year inferred from source resource metadata.	2010
source_period_end_year	Int64	Last year inferred from source resource metadata.	2023
source_period_label	string	Human-readable period inferred from source resource metadata.	2010-2023
source_provider	string	Publishing organization.	Zambia Statistics Agency
source_dataset	string	Source package title.	GDP 2010-2018 Quarter 2
source_resource	string	Source resource title.	GDP 2010-2018 Quarter 2
source_package_id	string	CKAN package UUID.	gdp-2010-2018-quarter-2-zamstats-media-f9f304434f4a26
source_resource_id	string	CKAN resource UUID.	zamstats-media-f9f304434f4a26
source_url	string	Original source resource URL.	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/GDP-2010-2018-Qua
license_id	string	Source license identifier.	other-open
retrieved_at	string	UTC retrieval timestamp.	2026-07-22T09:43:48Z
a	string	Source column.	``
agriculture_forestry_and_fishing	string	Source column.	``
d_9158_6590248826	float64	Source column.	``
d_9871_089188688498	float64	Source column.	``
d_10205_237114926469	float64	Source column.	``
d_9813_038578531283	float64	Source column.	``
d_9917_005414152469	float64	Source column.	``
d_9149_762998101938	float64	Source column.	``
d_9490_09036149455	float64	Source column.	``
d_10419_007261786186	float64	Source column.	``
industry	string	Source column.	``
2010	float64	Source column.	``
2011	float64	Source column.	``
2012	float64	Source column.	``
2013	float64	Source column.	``
2014	float64	Source column.	``
2015	float64	Source column.	``
2016	float64	Source column.	``
2017	float64	Source column.	``

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-zambia-gdp-2010-2018-quarter-2-25a11ccf")
df = ds["train"].to_pandas()
print(df.head())

Filter to one country

sample_country = df[df["country_iso3"] == "ZMB"]

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_zambia_gdp_2010_2018_quarter_2_25a11ccf_2023,
  title        = {GDP 2010-2018 Quarter 2 | Africa (Zambia official open data)},
  author       = {Zambia Statistics Agency},
  year         = {2023},
  url          = {https://www.zamstats.gov.zm/gdp-2010-2018-quarter-2/},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-zambia-gdp-2010-2018-quarter-2-25a11ccf}}
}

License

Released under Other open license.

Original data (c) Zambia Statistics Agency. 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 2026-07-22 via the Electric Sheep pipeline. Source URL: https://www.zamstats.gov.zm/wp-content/uploads/2023/12/GDP-2010-2018-Quarter-2.xlsx