electricsheepafrica/africa-south-sudan-education-in-emergencies-eie-key-figures-ccdb4f67

Education in Emergencies Eie Key Figures | Africa (Global Education Cluster)

140 rows - 1 Africa country/area - 2021-2027 - source table - Engineered by Electric Sheep Africa

TL;DR

This dataset contains 140 rows from Global Education Cluster, covering Education in Emergencies Eie Key Figures. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.

What This Dataset Measures

Education datasets help analysts study access, participation, learning systems, infrastructure, and outcomes across places and periods.

Source-provided context: The data shows key figures on Education in Emergencies (EiE) at country level and as reported by country Clusters/Sectors/Working Groups since 2021

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

Dimension	Value
Rows	140
Countries/areas	1
First period	2021
Last period	2027
Indicators	0
Columns	32
Source format	XLSX

Geographic Coverage

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

Area	Rows	First year	Last year	Name
SSD	140	2021	2027	South Sudan

Indicators, Variables, Or Resource Contents

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

Schema

Column	Type	Description	Example
source_record_id	string	Stable row identifier assigned during Electric Sheep Africa engineering.	ba914b15-9ad4-41e4-8c14-a04d73d0e9c6:vocab:0
country_iso3	dictionary<values=string, indices=int8, ordered=0>	ISO3 country or area code.	SSD
country_name	dictionary<values=string, indices=int8, ordered=0>	Country or area name.	South Sudan
source_sheet	string	Source column from the original resource.	VOCAB
year	double	Observation year.	2021.0
country	string	Source column from the original resource.	Afghanistan
source_period_start_year	int64	Start year inferred from source metadata.	2021
source_period_end_year	int64	End year inferred from source metadata.	2021
source_period_label	dictionary<values=string, indices=int8, ordered=0>	Source column from the original resource.	2021
source_provider	dictionary<values=string, indices=int8, ordered=0>	Publishing organization.	Global Education Cluster
source_dataset	dictionary<values=string, indices=int8, ordered=0>	Source dataset or package title.	Education in Emergencies (EiE) Key Figures
source_resource	dictionary<values=string, indices=int8, ordered=0>	Source resource title, table name, or file name.	EiE_KeyFigures_Since2021_HDX.xlsx
source_package_id	dictionary<values=string, indices=int8, ordered=0>	Source package identifier.	d5bd5d9c-d77c-4c1e-ad71-3c81c9b82ebd
source_resource_id	dictionary<values=string, indices=int8, ordered=0>	Source resource identifier.	ba914b15-9ad4-41e4-8c14-a04d73d0e9c6
source_url	dictionary<values=string, indices=int8, ordered=0>	Original source URL or download URL.	https://data.humdata.org/dataset/d5bd5d9c-d77c-4c1e-ad71-3c81c9b82ebd...
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
total_pin	double	Source column from the original resource.	``
total_children_pin	double	Source column from the original resource.	``
girls_pin	double	Source column from the original resource.	``
boys_pin	double	Source column from the original resource.	``
total_adults_pin	double	Source column from the original resource.	``
total_target	double	Source column from the original resource.	``
total_children_targeted	double	Source column from the original resource.	``
girls_targeted	double	Source column from the original resource.	``
boys_targeted	double	Source column from the original resource.	``
total_adults_targeted	double	Source column from the original resource.	``
total_reached	double	Source column from the original resource.	``
girls_reached	double	Source column from the original resource.	``
boys_reached	double	Source column from the original resource.	``
total_children_reached	double	Source column from the original resource.	``
total_adults_reached	double	Source column from the original resource.	``

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-south-sudan-education-in-emergencies-eie-key-figures-ccdb4f67")
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: Global Education Cluster
• Publisher: Global Education Cluster
• Portal: https://data.humdata.org
• Resource: EiE_KeyFigures_Since2021_HDX.xlsx
• License: CC BY 4.0
• Retrieved/generated: 2026-08-10T19:36:10Z
• Hugging Face repo: electricsheepafrica/africa-south-sudan-education-in-emergencies-eie-key-figures-ccdb4f67

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

• Compare education indicators by geography
• Track participation or completion trends
• Join with population and poverty indicators
• 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

@misc{electric_sheep_africa_africa_south_sudan_education_in_emergencies_eie_key_figures_ccdb4f67_2027,
  title        = {Education in Emergencies Eie Key Figures | Africa (Global Education Cluster)},
  author       = {Global Education Cluster},
  year         = {2027},
  url          = {https://data.humdata.org/dataset/eie_keyfigures_since2021},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-south-sudan-education-in-emergencies-eie-key-figures-ccdb4f67}}
}

License

Released under CC BY 4.0.

Original data is published by Global Education Cluster. 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/eie_keyfigures_since2021