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  ---
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- dataset_info:
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- features:
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- dtype: int64
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- - name: VERSION
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- splits:
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- - name: train
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- num_bytes: 109440119
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- num_examples: 87613
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- download_size: 6855943
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- dataset_size: 109440119
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- configs:
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- - config_name: default
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- data_files:
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- - split: train
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- path: data/train-*
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  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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+ license: cc-by-4.0
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+ language:
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+ - en
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+ task_categories:
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+ - tabular-classification
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+ - tabular-regression
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+ - time-series-forecasting
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+ multilinguality: monolingual
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+ size_categories:
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+ - 10K<n<100K
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+ tags:
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+ - tabular
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+ - africa
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+ - harvard-dataverse-(ifpri-africarising)
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+ - household-survey-microdata
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+ - ifpri
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+ - dataverse
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+ - africa-rising
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+ - microdata
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+ pretty_name: "Korean Labor and Income Panel Study (KLIPS), 1998-2206: Wave 1-9 (M1194) | Africa (Harvard Dataverse / AfricaRISING)"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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+
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+ # Korean Labor and Income Panel Study (KLIPS), 1998-2206: Wave 1-9 (M1194) | Africa (Harvard Dataverse / AfricaRISING)
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+
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+ 🌍 **87,613 observations** · **0 Africa countries** · **—–—** · *Repackaged by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)*
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+
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+ ![rows](https://img.shields.io/badge/rows-87,613-blue) ![countries](https://img.shields.io/badge/countries-0-green) ![license](https://img.shields.io/badge/license-cc-by-4.0-lightgrey)
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+
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+ ## TL;DR
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+
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+ This dataset contains **87,613 observations** of `Household Survey Microdata` data across **0 Africa countries**.
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+
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+ ## About the source
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+
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+ - **Source:** [Harvard Dataverse (IFPRI AfricaRISING)](https://dataverse.harvard.edu/dataverse/africaRISING)
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+ - **Publisher:** International Food Policy Research Institute
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+ - **License:** [cc-by-4.0](https://creativecommons.org/licenses/by/4.0/)
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+ - **Topic:** Household Survey Microdata
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+
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+ ## Geographic coverage
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+
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+ 0 Africa countries · top rows shown below, sorted by row count:
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+
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+ _Per-country coverage not computable for this schema._
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+
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+ ## Schema
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+
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+ | Column | Type | Description | Example |
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+ |--------|------|-------------|---------|
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+ | `PID` | `int64` | — | `101` |
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+ | `jobwave` | `int64` | — | `1` |
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+ | `jobseq` | `int64` | — | `1` |
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+ | `jobnum` | `int64` | — | `101` |
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+ | `jobnumc` | `float64` | — | `101.0` |
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+ | `jobcens` | `int64` | — | `3` |
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+ | `jobtype` | `float64` | — | `1.0` |
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+ | `jobclass` | `float64` | — | `1.0` |
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+ | `mainjob` | `float64` | — | `1.0` |
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+ | `HHID98` | `float64` | — | `1.0` |
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+ | `HMEM98` | `float64` | — | `1.0` |
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+ | `HHID99` | `float64` | — | `1.0` |
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+ | `HMEM99` | `float64` | — | `1.0` |
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+ | `HHID00` | `float64` | — | `1.0` |
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+ | `HMEM00` | `float64` | — | `1.0` |
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+ | `HHID01` | `float64` | — | `2.0` |
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+ | `HMEM01` | `float64` | — | `1.0` |
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+ | `HHID02` | `float64` | — | `1.0` |
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+ | `HMEM02` | `float64` | — | `1.0` |
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+ | `HHID03` | `float64` | — | `1.0` |
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+ | `HMEM03` | `float64` | — | `1.0` |
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+ | `HHID04` | `float64` | — | `1.0` |
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+ | `HMEM04` | `float64` | — | `2.0` |
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+ | `HHID05` | `float64` | — | `1.0` |
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+ | `HMEM05` | `float64` | — | `1.0` |
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+ | `HHID06` | `float64` | — | `1.0` |
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+ | `HMEM06` | `float64` | — | `1.0` |
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+ | `J001` | `float64` | — | `1988.0` |
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+ | `J002` | `float64` | — | `10.0` |
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+ | `J003` | `float64` | — | `20.0` |
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+ | `j004` | `float64` | — | `2001.0` |
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+ | `j005` | `float64` | — | `6.0` |
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+ | `j006` | `float64` | — | `10.0` |
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+ | `j007` | `float64` | — | `1.0` |
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+ | `j008` | `float64` | — | `2002.0` |
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+ | `j009` | `float64` | — | `4.0` |
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+ | `j010` | `float64` | — | `2003.0` |
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+ | `j011` | `float64` | — | `5.0` |
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+ | `j012` | `float64` | — | `999.0` |
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+ | `j013` | `float64` | — | `3.0` |
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+ | _... (113 more columns)_ | | | |
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+
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+ ## Usage
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+
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+ ```python
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+ from datasets import load_dataset
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+
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+ ds = load_dataset("electricsheepafrica/africa-arising-korean-labor-and-income-panel-study-klips-1998-2206-wav")
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+ df = ds["train"].to_pandas()
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+ print(df.head())
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+ ```
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+
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+ ### Filter to one country
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+
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+ ```python
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+ kenya = df[df["country_iso3"] == "KEN"]
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+ ```
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+
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+ ### Time-series for a single indicator
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+
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+ ```python
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+ sample = df.sort_values("year")
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+ sample.plot(x="year", y="value")
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+ ```
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+
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+ ## Citation
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+
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+ ```bibtex
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+ @misc{africa_arising_korean_labor_and_income_panel_study_klips_1998_2206_wav_2026,
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+ title = {Korean Labor and Income Panel Study (KLIPS), 1998-2206: Wave 1-9 (M1194) | Africa (Harvard Dataverse / AfricaRISING)},
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+ author = {International Food Policy Research Institute},
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+ year = {2026},
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+ url = {https://dataverse.harvard.edu/dataverse/africaRISING},
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+ publisher = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
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+ howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-arising-korean-labor-and-income-panel-study-klips-1998-2206-wav}}
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+ }
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+ ```
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+
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+ ## License
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+
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+ Released under [cc-by-4.0](https://creativecommons.org/licenses/by/4.0/).
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+
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+ Original data © International Food Policy Research Institute. When using this dataset, please cite both the original source above and the Electric Sheep Africa repackaging.
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+
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+ ## About Electric Sheep
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+
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+ Electric Sheep Africa is part of the Electric Sheep mission: a unified, ML-ready data layer for Africa on HuggingFace. 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.
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+
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+ Browse the full collection: [huggingface.co/electricsheepafrica](https://huggingface.co/electricsheepafrica)
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+
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+ ---
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+
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+ _Provenance: ingested 2026-05-26 via the Electric Sheep pipeline. Source URL: https://dataverse.harvard.edu/dataverse/africaRISING_