electricsheepafrica/africa-percentage-of-fully-immunized-children-under-1-year-in-kenya

Percentage of Fully immunized children under 1 year in Kenya

Publisher: OCHA Regional Office for Southern and Eastern Africa (ROSEA) · Source: HDX · License: other-pd-nr · Updated: 2025-05-05

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Abstract

The dataset shows the percentage of children under 1 year fully immunized in Kenya per county

Each row in this dataset represents country-level aggregates. Data was last updated on HDX on 2025-05-05. Geographic scope: KEN.

Curated into ML-ready Parquet format by Electric Sheep Africa.

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Dataset Characteristics

Domain	Public health
Unit of observation	Country-level aggregates
Rows (total)	48
Columns	5 (1 numeric, 4 categorical, 0 datetime)
Train split	38 rows
Test split	9 rows
Geographic scope	KEN
Publisher	OCHA Regional Office for Southern and Eastern Africa (ROSEA)
HDX last updated	2025-05-05

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Variables

Geographic — country (Kenya), fully_immunized_children_1_yr (range 30.9–92.4).

Outcome / Measurement — counties (National Average, Baringo, Meru).

Identifier / Metadata — esa_source (HDX), esa_processed (2026-04-05).

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Quick Start

from datasets import load_dataset

ds    = load_dataset("electricsheepafrica/africa-percentage-of-fully-immunized-children-under-1-year-in-kenya")
train = ds["train"].to_pandas()
test  = ds["test"].to_pandas()

print(train.shape)
train.head()

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Schema

Column	Type	Null %	Range / Sample Values
country	object	0.0%	Kenya
counties	object	0.0%	National Average, Baringo, Meru
fully_immunized_children_1_yr	float64	0.0%	30.9 – 92.4 (mean 61.9)
esa_source	object	0.0%	HDX
esa_processed	object	0.0%	2026-04-05

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Numeric Summary

Column	Min	Max	Mean	Median
fully_immunized_children_1_yr	30.9	92.4	61.9	64.4

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Curation

Raw data was downloaded from HDX via the CKAN API and converted to Parquet. Column names were lowercased and standardised to snake_case. Common missing-value markers (N/A, null, none, -, unknown, no data, #N/A) were unified to NaN. The dataset was split 80/20 into train and test partitions using a fixed random seed (42) and saved as Snappy-compressed Parquet.

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Limitations

• Data originates from OCHA Regional Office for Southern and Eastern Africa (ROSEA) and has not been independently validated by ESA.
• Automated cleaning cannot correct for misreported values, definitional inconsistencies, or sampling bias in the original collection.
• Refer to the original HDX dataset page for the publisher's own methodology notes and caveats.

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Citation

@dataset{hdx_africa_percentage_of_fully_immunized_children_under_1_year_in_kenya,
  title     = {Percentage of Fully immunized children under 1 year in Kenya},
  author    = {OCHA Regional Office for Southern and Eastern Africa (ROSEA)},
  year      = {2025},
  url       = {https://data.humdata.org/dataset/percentage-of-fully-immunized-children-under-1-year-in-kenya},
  note      = {Repackaged for machine learning by Electric Sheep Africa (https://huggingface.co/electricsheepafrica)}
}

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Electric Sheep Africa — Africa's ML dataset infrastructure. Lagos, Nigeria.