README.md

---
annotations_creators:
- no-annotation
language_creators:
- crowdsourced
language:
- ace
- ban
- bjn
- bug
- gor
- id
- jv
- mis
- min
- ms
- nia
- su
- tet
license:
- cc-by-sa-3.0
- gfdl
multilinguality:
- multilingual
source_datasets:
- Wikipedia-HF
task_categories:
- text-generation
- fill-mask
task_ids:
- language-modeling
- masked-language-modeling
pretty_name: Wikipedia Archive for Indonesian Languages & Local Languages
tags:
- Wikipedia
- Indonesian
- Sundanese
- Javanese
- Malay
- Dialect
- Javanese Dialect (Banyumase/Ngapak)
- Indonesian Language
- Malay Language
- Indonesia-related Languages
- Indonesian Local Languages
dataset_info:
- config_name: indowiki_all
  features:
  - name: url
    dtype: string
  - name: title
    dtype: string
  - name: text
    dtype: string
  splits:
  - name: ace
    num_bytes: 4875688
    num_examples: 12932
  - name: ban
    num_bytes: 17561379
    num_examples: 20243
  - name: bjn
    num_bytes: 6669628
    num_examples: 10460
  - name: bug
    num_bytes: 3297641
    num_examples: 15877
  - name: gor
    num_bytes: 6007726
    num_examples: 14572
  - name: id
    num_bytes: 1103106307
    num_examples: 657990
  - name: jv
    num_bytes: 70335030
    num_examples: 73150
  - name: map_bms
    num_bytes: 5215803
    num_examples: 13574
  - name: min
    num_bytes: 116481049
    num_examples: 227024
  - name: ms
    num_bytes: 416001194
    num_examples: 367463
  - name: nia
    num_bytes: 1938378
    num_examples: 1651
  - name: su
    num_bytes: 47489084
    num_examples: 61557
  - name: tet
    num_bytes: 1452716
    num_examples: 1465
  download_size: 1803193334
  dataset_size: 1800431623
- config_name: indowiki_dedup_all
  features:
  - name: url
    dtype: string
  - name: title
    dtype: string
  - name: text
    dtype: string
  splits:
  - name: ace
    num_bytes: 4867838
    num_examples: 12904
  - name: ban
    num_bytes: 17366080
    num_examples: 19837
  - name: bjn
    num_bytes: 6655378
    num_examples: 10437
  - name: bug
    num_bytes: 2072609
    num_examples: 9793
  - name: gor
    num_bytes: 5989252
    num_examples: 14514
  - name: id
    num_bytes: 1100932403
    num_examples: 654287
  - name: jv
    num_bytes: 69774853
    num_examples: 72667
  - name: map_bms
    num_bytes: 5060989
    num_examples: 11832
  - name: min
    num_bytes: 116376870
    num_examples: 225858
  - name: ms
    num_bytes: 410443550
    num_examples: 346186
  - name: nia
    num_bytes: 1938121
    num_examples: 1650
  - name: su
    num_bytes: 47410439
    num_examples: 61494
  - name: tet
    num_bytes: 1447926
    num_examples: 1460
  download_size: 1793103024
  dataset_size: 1790336308
- config_name: indowiki_dedup_id_only
  features:
  - name: url
    dtype: string
  - name: title
    dtype: string
  - name: text
    dtype: string
  splits:
  - name: train
    num_bytes: 1100932403
    num_examples: 654287
  download_size: 1103131493
  dataset_size: 1100932403
---

# **Indonesian Wikipedia Data Repository**
---
license: cc-by-sa-3.0
---
Welcome to Indonesian Wikipedia Data Repository. The datasets are extracted from [Wikipedia HF](https://huggingface.co/datasets/wikipedia) and processed using the scripts available in this repository for reproducibility purpose.

# **FAQS**
### What are the available languages provided in dataset?
Please check the following table.

| Lang Code | Lang Desc | Wiki Info | Total Data | Total Size (bytes) |
| :---: | :----: | :--- | ---: | ---: | 
| ace | Acehnese | [Wiki Link](https://en.wikipedia.org/wiki/Acehnese_language) | 12904 | 4867838 |
| ban | Balinese | [Wiki Link](https://en.wikipedia.org/wiki/Balinese_language) | 19837 | 17366080 |
| bjn | Acehnese | [Wiki Link](https://en.wikipedia.org/wiki/Banjarese_language) |  10437 | 6655378 |
| bug | Buginese | [Wiki Link](https://en.wikipedia.org/wiki/Buginese_language) | 9793 | 2072609 |
| gor | Gorontalo | [Wiki Link](https://en.wikipedia.org/wiki/Gorontalo_language) | 14514 | 5989252 |
| id | Indonesian | [Wiki Link](https://en.wikipedia.org/wiki/Indonesian_language) | 654287 | 1100932403 |
| jv | Javanese | [Wiki Link](https://en.wikipedia.org/wiki/Javanese_language) | 72667 | 69774853 |
| map_bms | Banyumasan <br />(Dialect of Javanese) | [Wiki Link](https://en.wikipedia.org/wiki/Banyumasan_dialect) | 11832 | 5060989 | 
| min | Minangkabau | [Wiki Link](https://en.wikipedia.org/wiki/Minangkabau_language) | 225858 | 116376870 |
| ms | Malay | [Wiki Link](https://en.wikipedia.org/wiki/Malay_language) | 346186 | 410443550 |
| nia | Nias | [Wiki Link](https://en.wikipedia.org/wiki/Nias_language) | 1650 | 1938121 |
| su | Sundanese | [Wiki Link](https://en.wikipedia.org/wiki/Sundanese_language) | 61494 | 47410439 |
| tet | Tetum | [Wiki Link](https://en.wikipedia.org/wiki/Tetum_language) | 1465 | 1452716 |


### How do I extract new Wikipedia Dataset of Indonesian languages?
You may check to the script [_```extract_raw_wiki_data.py```_](https://huggingface.co/datasets/sabilmakbar/indo_wiki/blob/main/extract_raw_wiki_data.py) to understand its implementations, or you can adjust the bash provided in [_```extract_raw_wiki_data_indo.sh```_](https://huggingface.co/datasets/sabilmakbar/indo_wiki/blob/main/extract_raw_wiki_data_indo.sh) to extract it on your own. Please note that this dataset is extensible to any languages of your choice.

### How do I extract new Wikipedia Dataset of Indonesian languages?
You may visit this [Wikipedia Dump Index](https://dumps.wikimedia.org/backup-index.html) to check any latest available data and this link [Wikipedia Language Coverage](https://meta.wikimedia.org/wiki/List_of_Wikipedias#All_Wikipedias_ordered_by_number_of_articles) to map into any languages that you're wanting to extract.

### How does the data being preprocessed? What makes it different from loading it directly from Wikipedia HF?
The data available in here are processed with following flows:
1. Raw data is being deduplicated on ```title``` and ```text``` (text-content from a given article), to remove articles containing boilerplate text (template text that are used usually for no-available informations or asking for contributions of content in that article), which usually deemed noisy for NLP data.
2. Furthermore, the ```title``` and ```text``` data are being checked for string-matching duplication (duplication of text that are being pre-processed, i.e symbols removed, HTML tags striped, or ASCII-chars validated). You may check this [ ```cleanse_wiki_data.py```](https://huggingface.co/datasets/sabilmakbar/indo_wiki/blob/main/cleanse_wiki_data.py) script to understand its implementation.

# Getting Started #
### To read the datasets directly ###
Use one of the following code chunks to load it from HuggingFace Hub:
You can refer to the 2nd args of ```config name``` using the following script
```
dataset = load_dataset(
  "sabilmakbar/indo_wiki",
  "indo_wiki_dedup_data" # a config name, can be "indo_wiki_raw_data" or "indowiki_dedup_id_only", defaults to "indo_wiki_dedup_data"
)
```
Or you can provide both ```lang``` and ```date_stamp``` (providing only one will thrown an error)
```
dataset = load_dataset(
  "sabilmakbar/indo_wiki",
  lang = "id", # see the splits for complete lang choices
  date_stamp="20230901"
)
```

### To replicate the whole dataset generation process ###
1. Set-up a new Python/Conda Environment (recommended Python version: 3.9.6 to 3.9.18 or 3.10.0 to 3.10.13) and install the requirements on ```requirements.txt``` use this codebase via ```pip install -r requirements.txt```.
2. Activate the chosen Python/Conda environment which the requirements are being installed.
3. Run this ```sh``` script for extractions from Wikimedia Dump:
    ```sh extract_raw_wiki_data_indo.sh```.
4. Run this ```sh``` script of deduplication:
    ```sh dedup_raw_wiki_data_indo.sh```.

## Citation Info:
```
@ONLINE{wikidump,
    author = "Wikimedia Foundation",
    title  = "Wikimedia Downloads",
    url    = "https://dumps.wikimedia.org"}
@ONLINE{wikipedia-hf,
    title  = "Huggingface Wikipedia Dataset",
    url    = "https://huggingface.co/datasets/wikipedia"}
```