File size: 7,014 Bytes
9456206 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 | ---
license: cc-by-4.0
language:
- en
task_categories:
- tabular-classification
- tabular-regression
multilinguality: monolingual
size_categories:
- n<1K
tags:
- tabular
- xlsx
- africa
- libya
- official-statistics
- open-data
- population
configs:
- config_name: default
data_files:
- split: train
path: data/train-00000-of-00001.parquet
pretty_name: "Libya: Population Statistics | Africa (Libya official open data)"
---
# Libya: Population Statistics | Africa (Libya official open data)
507 rows - 1 Africa country - 2021 - Repackaged by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)
## TL;DR
This dataset packages one official `XLSX` resource from **Libya** 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:** [Libya: Population Statistics](https://data.humdata.org/dataset/libya-total-population-by-mantika)
- **Publisher:** OCHA Libya (inactive)
- **Resource:** [LBY_POP_2021](https://data.humdata.org/dataset/d3b4d8cf-a9db-48d5-afe3-065011ab5ab2/resource/7b1e5eff-b760-4df0-9a95-2503f0cecb79/download/pop-consolidated_sadd_for_hno_28aug2021.xlsx)
- **Format:** `XLSX`
- **License:** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)
- **Packaging mode:** `tabular_resource`
## Geographic coverage
1 Africa country:
| Country | Rows | First year | Last year | Name |
|---------|-----:|-----------:|----------:|------|
| `LBY` | 507 | 2021 | 2021 | `Libya` |
## 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. | `7b1e5eff-b760-4df0-9a95-2503f0cecb79:pop-pivot:0` |
| `country_iso3` | `category` | ISO3 country code. | `LBY` |
| `country_name` | `category` | Country name. | `Libya` |
| `source_sheet` | `string` | Workbook sheet name, when the source is a spreadsheet. | `Pop pivot` |
| `year` | `Int64` | Observation year. | `2021` |
| `row_labels` | `string` | Source column. | `IDPs` |
| `sum_of_individuals` | `float64` | Source column. | `212593.0` |
| `sum_of_male_below_18` | `float64` | Source column. | `41925.0` |
| `sum_of_male_18_59` | `float64` | Source column. | `59200.0` |
| `sum_of_male_60` | `float64` | Source column. | `6000.0` |
| `sum_of_female_below_18` | `float64` | Source column. | `45290.0` |
| `sum_of_female_18_59` | `float64` | Source column. | `54514.0` |
| `sum_of_female_60` | `float64` | Source column. | `5664.0` |
| `source_period_start_year` | `Int64` | First year inferred from source resource metadata. | `2021` |
| `source_period_end_year` | `Int64` | Last year inferred from source resource metadata. | `2021` |
| `source_period_label` | `category` | Human-readable period inferred from source resource metadata. | `2021` |
| `source_provider` | `category` | Publishing organization. | `OCHA Libya (inactive)` |
| `source_dataset` | `category` | Source package title. | `Libya: Population Statistics` |
| `source_resource` | `category` | Source resource title. | `LBY_POP_2021` |
| `source_package_id` | `category` | CKAN package UUID. | `d3b4d8cf-a9db-48d5-afe3-065011ab5ab2` |
| `source_resource_id` | `category` | CKAN resource UUID. | `7b1e5eff-b760-4df0-9a95-2503f0cecb79` |
| `source_url` | `category` | Original source resource URL. | `https://data.humdata.org/dataset/d3b4d8cf-a9db-48d5-afe3-065011ab5ab2/re` |
| `license_id` | `category` | Source license identifier. | `cc-by` |
| `retrieved_at` | `category` | UTC retrieval timestamp. | `2026-08-17T13:13:43Z` |
| `mantika_pcode` | `string` | Source column. | `` |
| `adm2_mantika_en` | `string` | Source column. | `` |
| `baladiya_pcode` | `string` | Source column. | `` |
| `adm3_baladiya_en` | `string` | Source column. | `` |
| `population_group` | `string` | Source column. | `` |
| `individuals` | `float64` | Source column. | `` |
| `male_below_18` | `float64` | Source column. | `` |
| `male_18_59` | `float64` | Source column. | `` |
| `male_60` | `float64` | Source column. | `` |
| `female_below_18` | `float64` | Source column. | `` |
| `female_18_59` | `float64` | Source column. | `` |
| `female_60` | `float64` | Source column. | `` |
| `male_below_18_2` | `float64` | Source column. | `` |
| `male_18_59_2` | `float64` | Source column. | `` |
| `male_60_2` | `float64` | Source column. | `` |
| `female_below_18_2` | `float64` | Source column. | `` |
| `female_18_59_2` | `float64` | Source column. | `` |
| `female_60_2` | `float64` | Source column. | `` |
## Usage
```python
from datasets import load_dataset
ds = load_dataset("electricsheepafrica/africa-libya-libya-population-statistics-13ed2671")
df = ds["train"].to_pandas()
print(df.head())
```
### Filter to one country
```python
sample_country = df[df["country_iso3"] == "LBY"]
```
### Work with indicators
```python
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
```bibtex
@misc{electric_sheep_africa_africa_libya_libya_population_statistics_13ed2671_2021,
title = {Libya: Population Statistics | Africa (Libya official open data)},
author = {OCHA Libya (inactive)},
year = {2021},
url = {https://data.humdata.org/dataset/libya-total-population-by-mantika},
publisher = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-libya-libya-population-statistics-13ed2671}}
}
```
## License
Released under [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/).
Original data (c) OCHA Libya (inactive). 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](https://huggingface.co/electricsheepafrica)
---
Provenance: ingested 2026-08-17 via the Electric Sheep pipeline. Source URL:
https://data.humdata.org/dataset/d3b4d8cf-a9db-48d5-afe3-065011ab5ab2/resource/7b1e5eff-b760-4df0-9a95-2503f0cecb79/download/pop-consolidated_sadd_for_hno_28aug2021.xlsx
|