Duplicate from sapinsapin/philippine-text-corpus

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README.md

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+---
+language:
+- fil
+- ceb
+- ilo
+task_categories:
+- text-generation
+- fill-mask
+tags:
+- fineweb
+- philippine-languages
+- tagalog
+- cebuano
+- ilocano
+- pretraining
+---
+
+# BantayWika
+
+A FineWeb-compatible pretraining text corpus for Philippine languages, derived from the **Bantay-Wika** corpus collected by the University of the Philippines Sentro ng Wikang Filipino (UP-SWF) and the UP Digital Signal Processing (DSP) Laboratory.
+
+The Bantay-Wika (Language Watch) project was started in 1994 by UP-SWF to track how the Philippine national language is used and develops, particularly in Philippine media. The first phase (1994–2004) involved manual collection and frequency counts from eleven major Philippine tabloids. The project was revived in March 2010 with UP-SWF partnering with the UP-DSP Laboratory, expanding to include Cebuano and Ilocano sources.
+
+## Citation
+
+If you use this dataset, please cite the original Bantay-Wika work:
+
+```
+Ilao, Joel, and Jovy Peregrino. "Bantay-Wika: towards a Better Understanding of
+the Dynamics of Filipino Culture and Linguistic Change." 2011.
+```
+[Paper link](https://www.academia.edu/3034996)
+
+```
+Ilao, J. P., Santos, T. I. D., & Guevara, R. C. L. (2012).
+"Comparative analysis of actual language usage and selected grammar and orthographical rules for Filipino, Cebuano-Visayan and Ilokano: a Corpus-based Approach."
+Electrical and Electronics Engineering Institute. University of the Philippines Diliman.
+```
+[Paper link](https://www.academia.edu/download/9588047/Ilao_Santos_Guevara_MLE2012_3.pdf)
+
+## Schema
+
+Each record follows the FineWeb document schema:
+
+| Field | Type | Description |
+|---|---|---|
+| `text` | `str` | Document text |
+| `id` | `str` | Unique document identifier |
+| `source` | `str` | Corpus source label |
+| `language` | `str` | ISO 639-3 language code |
+| `token_count` | `int` | Whitespace-tokenized word count |
+
+## Sources
+
+| Source | Language | Description |
+|---|---|---|
+| `filipiniana` | `fil` | Classic Tagalog literary texts (1879–1930s) |
+| `proj_gutenberg` | `fil` | Project Gutenberg Tagalog texts |
+| `newspaper_fil` | `fil` | Filipino-language newspaper articles (2005–2007) |
+| `palito` | `fil` | Tagalog literary and religious texts |
+| `filnet_novels` | `fil` | 100 Nobelang Tagalog — Filipino novel collection |
+| `transcribed` | `fil` | Transcribed Filipino literary works |
+| `isip_ceb` | `ceb` | Cebuano news articles |
+| `isip_ilk` | `ilo` | Ilocano news articles |
+
+## Quality Filters
+
+- Minimum 50 words per document
+- ≥40% Latin/ASCII characters (removes non-target-language noise)
+- Exact-match deduplication by MD5 content hash
+
+## Cleaning
+
+- HTML entity decoding
+- Control character removal
+- Tokenizer artifact repair (`n~g` → `ng`, split clitics rejoined)
+- Footnote/reference marker removal
+- Metadata and section header lines dropped
+- Cebuano parenthetical Tagalog translations stripped
+- Whitespace normalization
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+ds = load_dataset("sapinsapin/philippine-text-corpus")
+print(ds["train"][0])
+```
+
+## Code
+
+Processing code is available at https://github.com/sapinsapin/pretraining
+
+## Splits
+
+| Split | Description |
+|---|---|
+| `train` | 90% of documents |
+| `test` | 10% of documents |

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