/Text-Analysis-Webapp

Webapp for automating Text Analysis

Primary LanguageJupyter Notebook

Text-Analysis-Webapp

Webapp for automating Text Analysis

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The purpose of this app is to offer anyone starting off an NLP projects a fast and convenient means of exploring the text data cutting down the time between EDA and Modelling

To run the app:

  1. Download google news 300 model and place it in textanalysis-app/ directory.
    Link: https://drive.google.com/file/d/1a_a-s_QvvYBJFCTKb2GBnJxJgPRBbJxR/view?usp=sharing
  2. pip install -r requirements.txt
  3. In the path Text-Analysis-Webapp/textanalysis-app/ run the command streamlit run app.py
    The app will run in your local server.

The app offers 4 main analysis options:

  1. Creating Word Cloud (using image mask as well)
    img

  2. N-gram Analysis
    img

  3. Part of Speech and NER Analysis
    img img

  4. Similarity Analysis (training custom model or using pre-trained google news 300)
    img