Maleo
Wrapper library for text cleansing, preprocessing and POS Tagging in NLP
Docs
https://jakartaresearch.github.io/maleo/
Overview of features
- Scanner : get insight about your text dataset (ex: number of chars, words, emojis, etc)
- Remove hyperlink, punctuation, stopword, emoticon, etc
- Extract hashtags, price from text
- Convert email, phone number, date to <TAG>
- Convert Indonesian slang to formal word
- Convert emoji to word or <TAG>
- Convert word to number
- Predict Part-of-Speech (POS) tags
Installation
pip install maleo
Getting Started
from maleo.wizard import Wizard
from maleo.pos_tag import POS
wiz = Wizard()
pos = POS()
wiz.scanner(df, 'text')
wiz.emoji_to_word(df.text)
wiz.slang_to_formal(df.text)
pos.predict('saya mau pergi beli makan siang dulu', output_pair=False)
Universal POS tags
https://universaldependencies.org/u/pos/index.html
Contributor:
- Ruben Stefanus
1 maintainer
Metadata
1 maintainer
Release files for maleo 0.0.7.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| maleo-0.0.7.0.tar.gz | 96.2 kB | Details |
Release files / maleo-0.0.7.0.tar.gz
| Download URL | maleo-0.0.7.0.tar.gz |
|---|---|
| Size | 96.2 kB |
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