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a python library to clean tweets fetched from the Twitter API.

Project description

CleanTweet version 0.1.1

CleanTweet helps in Natural Language Processing tasks especially in the area of preprocessing and cleaning your data

fetched from the Twitter API Backend.

Installation

pip install cleantweet

Get Started

How to clean your Twitter Object:

Example 1: If the text file containing the Twitter JSON Data is in the same directory as project files.

!pip install cleantweet

from cleantweet import CleanTweet

import nltk

nltk.download('punkt')

Instantiate the CleanTwitter Object

data = CleanTweet('sample_text.txt')

Call the clean method

print(data.clean())

Example 2: When the above is not the case.

!pip install cleantweet

from cleantweet import CleanTweet

import nltk

nltk.download('punkt')

import the os module

import os

Instantiate the CleanTwitter Object

data = CleanTweet(os.path.join('./nameoffolder', 'sampling.txt'))

Call the clean method

print(data.clean())

In this first version, the method clean() would only preprocess and clean the Twitter Object's default parameters which

are the id and text.

Project details


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