AsroNLP
AsroNLP adalah paket Natural Language Processing (NLP) khusus untuk pengolahan teks Bahasa Indonesia. Paket ini menyediakan fitur preprocessing lengkap seperti pembersihan teks, tokenisasi, normalisasi, stemming, serta analisis sentimen berbasis kamus leksikon positif dan negatif.
Fitur Utama
- Pembersihan teks dari emoji, angka, simbol, URL, mention, dan duplikat data
- Tokenisasi teks Bahasa Indonesia menggunakan NLTK
- Penghapusan stopwords Bahasa Indonesia
- Normalisasi kata menggunakan kamus kata baku
- Stemming dengan algoritma Sastrawi
- Analisis sentimen dengan kamus leksikon positif dan negatif
- Deteksi sumber komentar (Media atau Individual)
- Visualisasi hasil analisis: distribusi sentimen, wordcloud, dan frekuensi kata
- Mendukung data dari YouTube (
comment) dan Twitter (full_text)
Instalasi
Instalasi paket AsroNLP beserta dependensinya dapat dilakukan dengan:
pip install pandas openpyxl rich nltk Sastrawi regex matplotlib wordcloud swifter
pip install asronlp==0.1.20
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Metadata
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Release files for AsroNLP 0.1.20
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| asronlp-0.1.20.tar.gz | 580.3 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| asronlp-0.1.20-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 1.2 MB
Release files / asronlp-0.1.20.tar.gz
| Download URL | asronlp-0.1.20.tar.gz |
|---|---|
| Size | 580.3 kB |
| Tags | Source |
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Release files / asronlp-0.1.20-py3-none-any.whl
| Download URL | asronlp-0.1.20-py3-none-any.whl |
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| Size | 577.5 kB |
| Tags | Python 3 |
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