electricsheepafrica/africa-fully-immunization-coverage-rate-for-children-under-1-year-per-county-in-kenya-2011-2013

---
annotations_creators:
- no-annotation
language_creators:
- found
language:
- en
license: cc-by-4.0
multilinguality:
- monolingual
size_categories:
- n<1K
source_datasets:
- original
task_categories:
- tabular-classification
- tabular-regression
task_ids: []
tags:
- africa
- humanitarian
- hdx
- electric-sheep-africa
- health
- vaccination-immunization
- ken
pretty_name: "Fully Immunization coverage rate for children under 1 year per county in kenya (2011-2013)"
dataset_info:
splits:
- name: train
num_examples: 37
- name: test
num_examples: 9
---

# Fully Immunization coverage rate for children under 1 year per county in kenya (2011-2013)

**Publisher:** Kenya National Bureau of Statistics (inactive) · **Source:** [HDX](https://data.humdata.org/dataset/fully-immunization-coverage-rate-for-children-under-1-year-per-county-in-kenya-2011-2013) · **License:** `cc-by-igo` · **Updated:** 2025-02-06

---

## Abstract

The dataset shows the rate of full immunization for children under the age of 1 Year in kenya per county

Each row in this dataset represents tabular records. Data was last updated on HDX on 2025-02-06. Geographic scope: **KEN**.

*Curated into ML-ready Parquet format by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica).*

---

## Dataset Characteristics

| | |
|---|---|
| **Domain** | Public health |
| **Unit of observation** | Tabular records |
| **Rows (total)** | 47 |
| **Columns** | 6 (3 numeric, 3 categorical, 0 datetime) |
| **Train split** | 37 rows |
| **Test split** | 9 rows |
| **Geographic scope** | KEN |
| **Publisher** | Kenya National Bureau of Statistics (inactive) |
| **HDX last updated** | 2025-02-06 |

---

## Variables

**Geographic** — `county` (Baringo, Nyeri, Migori).

**Identifier / Metadata** — `esa_source` (HDX), `esa_processed` (2026-04-09).

**Other** — `2011` (range 47.1949–213.0745), `2012` (range 42.023–170.4448), `2013` (range 48.443–139.6213).

---

## Quick Start

```python
from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-fully-immunization-coverage-rate-for-children-under-1-year-per-county-in-kenya-2011-2013")
train = ds["train"].to_pandas()
test = ds["test"].to_pandas()

print(train.shape)
train.head()
```

---

## Schema

| Column | Type | Null % | Range / Sample Values |
|---|---|---|---|
| `county` | object | 0.0% | Baringo, Nyeri, Migori |
| `2011` | float64 | 0.0% | 47.1949 – 213.0745 (mean 84.8188) |
| `2012` | float64 | 0.0% | 42.023 – 170.4448 (mean 83.6084) |
| `2013` | float64 | 0.0% | 48.443 – 139.6213 (mean 76.9025) |
| `esa_source` | object | 0.0% | HDX |
| `esa_processed` | object | 0.0% | 2026-04-09 |

---

## Numeric Summary

| Column | Min | Max | Mean | Median |
|---|---|---|---|---|
| `2011` | 47.1949 | 213.0745 | 84.8188 | 83.6183 |
| `2012` | 42.023 | 170.4448 | 83.6084 | 82.7932 |
| `2013` | 48.443 | 139.6213 | 76.9025 | 76.6489 |

---

## 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.

---

## Limitations

- Data originates from Kenya National Bureau of Statistics (inactive) 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](https://data.humdata.org/dataset/fully-immunization-coverage-rate-for-children-under-1-year-per-county-in-kenya-2011-2013) for the publisher's own methodology notes and caveats.

---

## Citation

```bibtex
@dataset{hdx_africa_fully_immunization_coverage_rate_for_children_under_1_year_per_county_in_kenya_2011_2013,
title = {Fully Immunization coverage rate for children under 1 year per county in kenya (2011-2013)},
author = {Kenya National Bureau of Statistics (inactive)},
year = {2025},
url = {https://data.humdata.org/dataset/fully-immunization-coverage-rate-for-children-under-1-year-per-county-in-kenya-2011-2013},
note = {Repackaged for machine learning by Electric Sheep Africa (https://huggingface.co/electricsheepafrica)}
}
```

---

*[Electric Sheep Africa](https://huggingface.co/electricsheepafrica) — Africa's ML dataset infrastructure. Lagos, Nigeria.*