electricsheepafrica/africa-south-sudan-south-sudan-economy-and-growth-bd6f728f

South Sudan Economy and Growth | Africa (World Bank Group)

1,595 rows - 1 Africa country/area - 1970-2025 - 1 indicator - Engineered by Electric Sheep Africa

TL;DR

This dataset contains 1,595 rows from World Bank Group, covering South Sudan Economy and Growth. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.

What This Dataset Measures

Official statistics datasets help analysts inspect public data as published by governments, national statistical systems, and regional data portals.

Source-provided context: csv containing Economy and Growth indicators Indicators: Adjusted net national income, Adjusted net national income per capita, Adjusted net savings, Adjusted savings, Agriculture, Charges for the use of intellectual property, Communications, Current account balance, DEC alternative conversion factor, Discrepancy in expenditure estimate of GDP, Exports as a capacity to import, Exports of goods, Exports of goods and services, External balance on goods and services, Final consumption expenditure, Foreign direct investment, GDP, GDP deflator, GDP growth, GDP per capita, GDP per capita growth, GNI, GNI growth, GNI per capita, GNI per capita growth, Goods exports, Goods imports, Grants, Gross capital formation, Gross domestic income, Gross domestic savings, Gross fixed capital formation, Gross national expenditure, Gross national expenditure deflator, Gross savings, ICT service exports, Imports of goods, Imports of goods and services, Industry, Inflation, Insurance and financial services.

How To Read This Dataset

• One row means: one indicator observation for one geography, time period, and optional source dimensions.
• Primary geography column: country_iso3.
• Best time column: year.
• Time coverage basis: year.
• Recommended join keys: country_iso3, year, indicator_id.

Coverage

Dimension	Value
Rows	1,595
Countries/areas	1
First period	1970
Last period	2025
Indicators	1
Columns	22
Source format	CSV

Geographic Coverage

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

Area	Rows	First year	Last year	Name
SSD	1,595	1970	2025	South Sudan

Indicators, Variables, Or Resource Contents

• south-sudan-economy-and-growth-e5740b29 - South Sudan - Economy and Growth(source_units_unspecified)

Schema

Column	Type	Description	Example
indicator_id	string	Stable source or Electric Sheep Africa indicator identifier.	south-sudan-economy-and-growth-e5740b29
indicator_name	string	Human-readable indicator name.	South Sudan - Economy and Growth
country_iso3	string	ISO3 country or area code.	SSD
country_name	string	Country or area name.	South Sudan
year	int64	Observation year.	2023
value	double	Numeric observation value.	36.7261101859108
unit	string	Measurement unit, when supplied by the source.	source_units_unspecified
dimension_country_name	string	Source dimension retained during long-form normalization.	South Sudan
dimension_country_iso3	string	Source dimension retained during long-form normalization.	SSD
dimension_indicator_name	string	Source dimension retained during long-form normalization.	Trade in services (% of GDP)
dimension_indicator_code	string	Source dimension retained during long-form normalization.	BG.GSR.NFSV.GD.ZS
source_period_start_year	int64	Start year inferred from source metadata.	``
source_period_end_year	int64	End year inferred from source metadata.	``
source_period_label	string	Source column from the original resource.	``
source_provider	dictionary<values=string, indices=int8, ordered=0>	Publishing organization.	World Bank Group
source_dataset	dictionary<values=string, indices=int8, ordered=0>	Source dataset or package title.	South Sudan - Economy and Growth
source_resource	dictionary<values=string, indices=int8, ordered=0>	Source resource title, table name, or file name.	Economy and Growth Indicators for South Sudan
source_package_id	dictionary<values=string, indices=int8, ordered=0>	Source package identifier.	a0a4fef0-d8e0-4c8a-9050-386ca1fe778e
source_resource_id	dictionary<values=string, indices=int8, ordered=0>	Source resource identifier.	a427e867-c9b4-4c88-a696-680aea63137e
source_url	dictionary<values=string, indices=int8, ordered=0>	Original source URL or download URL.	https://data.humdata.org/dataset/a0a4fef0-d8e0-4c8a-9050-386ca1fe778e...
license_id	dictionary<values=string, indices=int8, ordered=0>	Source license identifier.	cc-by
retrieved_at	dictionary<values=string, indices=int8, ordered=0>	UTC source retrieval timestamp from the Electric Sheep Africa pipeline.	2026-08-10T18:18:23Z

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-south-sudan-south-sudan-economy-and-growth-bd6f728f")
df = ds["train"].to_pandas()
print(df.head())

Inspect Columns

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

Filter By Geography

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

Time-Series Pattern

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

Pivot For Analysis

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

• Source: World Bank Group
• Publisher: World Bank Group
• Portal: https://data.humdata.org
• Resource: Economy and Growth Indicators for South Sudan
• License: CC BY 4.0
• Retrieved/generated: 2026-08-10T18:53:59Z
• Hugging Face repo: electricsheepafrica/africa-south-sudan-south-sudan-economy-and-growth-bd6f728f

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

• Profile the distribution of values
• Compare categories or geographies
• Join with complementary public datasets
• Build time-series views and period-over-period comparisons
• Pivot to geography x period or indicator x period matrices
• Check missingness before modeling
• Use country_iso3 as the safest geography join key when present

Citation

@misc{electric_sheep_africa_africa_south_sudan_south_sudan_economy_and_growth_bd6f728f_2025,
  title        = {South Sudan Economy and Growth | Africa (World Bank Group)},
  author       = {World Bank Group},
  year         = {2025},
  url          = {https://data.humdata.org/dataset/world-bank-economy-and-growth-indicators-for-south-sudan},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-south-sudan-south-sudan-economy-and-growth-bd6f728f}}
}

License

Released under CC BY 4.0.

Original data is published by World Bank Group. 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.

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Provenance: README standardized 2026-08-12 by the Electric Sheep Africa README system. Source URL: https://data.humdata.org/dataset/world-bank-economy-and-growth-indicators-for-south-sudan