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- What is Text Cleaner? Text Cleaner or Clean Text is an all-in-one online text cleaning and text formatting tool that can perform many complex text operations. With this, you can also create your very own 'find and replace text online' list. It can remove unnecessary spaces and unwanted characters.
Released:
An open-source python package to clean raw text data
Project description
cleantext is a an open-source python package to clean raw text data. Source code for the library can be found here.
![Clean Clean](/uploads/1/3/7/4/137455896/530016735.jpg)
Clean Text Menurut
Features
cleantext has two main methods,
- clean: to clean raw text and return the cleaned text
- clean_words: to clean raw text and return a list of clean words
cleantext can apply all, or a selected combination of the following cleaning operations:
- Remove extra white spaces
- Convert the entire text into a uniform lowercase
- Remove digits from the text
- Remove punctuations from the text
- Remove stop words, and choose a language for stop words( Stop words are generally the most common words in a language with no significant meaning such as is, am, the, this, are etc.)
- Stem the words(Stemming is a process of converting words with similar meaning into a single word. For example, stemming of words run, runs, running will result run, run, run)
Installation
cleantext requires Python 3 and NLTK to execute.
Clean Text Menu
To install using pip, use
pip install cleantext
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Usage
- Import the library:
- Choose a method:
To return the text in a string format,
To return a list of words from the text,
To choose a specific set of cleaning operations,
Examples
returns,
![Clean text menurut Clean text menurut](/uploads/1/3/7/4/137455896/990154618.jpg)
returns,
License
MIT
For any questions, issues, bugs, and suggestions please visit here
Release historyRelease notifications | RSS feed
1.1.3
1.1.2
1.1.1
1.1.0
1.0.2
1.0.1
1.0.0
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