https://github.com/sychadelite/analytic-text-summarization

Jupyter Notebook based project that perform word-weighting and data visualization with python
https://github.com/sychadelite/analytic-text-summarization

analytics jupyter-notebook nlp tokenization visualization

Last synced: 18 days ago
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Jupyter Notebook based project that perform word-weighting and data visualization with python

• Host: GitHub
• URL: https://github.com/sychadelite/analytic-text-summarization
• Owner: sychadelite
• Created: 2022-04-21T08:27:10.000Z (almost 3 years ago)
• Default Branch: main
• Last Pushed: 2022-04-21T08:57:51.000Z (almost 3 years ago)
• Last Synced: 2024-11-26T00:33:59.941Z (3 months ago)
• Topics: analytics, jupyter-notebook, nlp, tokenization, visualization
• Language: Jupyter Notebook
• Homepage:
• Size: 745 KB
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# analytic-text-summarization

Perform word-weighting and data visualization with Python

## Contains

- Pre-processing Data

- Tokenizing

- Filtering

- Concordance List

- Visualizing World Cloud

## Package Used

- import re

- import string

- import nltk

- from nltk.tokenize import word_tokenize

- from nltk.corpus import stopwords

- from nltk.probability import FreqDist

- import matplotlib.pyplot as plt

- from collections import Counter

- from wordcloud import WordCloud