Paket NLP untuk pengolahan teks Bahasa Indonesia
Project description
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
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file asronlp-0.1.20.tar.gz.
File metadata
- Download URL: asronlp-0.1.20.tar.gz
- Upload date:
- Size: 580.3 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.5
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
732913be3b157511a050ff076347eca0ddc55c1b8cdfadd478448e52378aef5c
|
|
| MD5 |
eae4f818cdec4216b807d75ca74e7e37
|
|
| BLAKE2b-256 |
81c1ebb10c14018eb9ea1e99c3542f77cf9b78eac273a78e1021ddc2183d7727
|
File details
Details for the file asronlp-0.1.20-py3-none-any.whl.
File metadata
- Download URL: asronlp-0.1.20-py3-none-any.whl
- Upload date:
- Size: 577.5 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.12.5
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
8bac6200bbd38c557a71b42dc7b3a88962f087dbf94949f929b133d01596b1ad
|
|
| MD5 |
5e20c4ea436cc3d423f851d5ca924575
|
|
| BLAKE2b-256 |
7b4ba301e7876e7198dbb8d183dab6847b0e5e0305d35030c7e0f01a8c5d3383
|
