A Streamlit app that allows the user to clean text data and visualize word frequencies.
The app offers several data cleaning steps and in the visualizes the most frequent words in the text using a bar chart.
As special feature, it uses the LaTeXStripper library to allows users to clean LaTeX formatted files from their formatting allowing the analysis of the actual content instead of formatting features ;)
It currently offers the following cleaning options:
- Split Hyphenation
- Lemmatization
- Deletion of Stopwords
- Deletion of Punctuation
- Deletion of Single Characters
- Deletion of LaTeX Formatting
A beta version is currently deployed under the following URL: https://latex2wordcloud.herokuapp.com/