Package maleo

Maleo is wrapper library for text cleansing, preprocessing and POS Tagging in NLP

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

"""
`Maleo` is wrapper library for text cleansing, preprocessing and POS Tagging in NLP

.. include:: ./documentation.md
"""

Sub-modules

maleo.cleansing

maleo.pos_tag

maleo.preprocessing

maleo.scanner

maleo.stopword_remover

maleo.wizard