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nlp-preprocessing-toolkit
Text preprocessing technique catalog: tokenization, normalization, stopwords, morphological analysis, embedding selection, and language-specific processing guides. Use this skill for requests involving 'text preprocessing', 'tokenization', 'morphological analysis', 'KoNLPy', 'stopwords', 'normalization', 'TF-IDF', 'embeddings', 'Word2Vec', 'NLP preprocessing', etc. Enhances the text processing capabilities of the preprocessor and extractor agents. Note: sentiment analysis models and classification algorithm selection are outside the scope of this skill.
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# NLP Preprocessing Toolkit — Text Preprocessing Tools Guide
A catalog of preprocessing techniques for transforming text data into analysis-ready formats.
## Preprocessing Pipeline
```
Raw Text
├── 1. Encoding normalization (UTF-8)
├── 2. HTML/special character removal
├── 3. Unicode normalization (NFKC)
├── 4. Lowercasing (for alphabetic scripts)
├── 5. Tokenization
├── 6. Stopword removal