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This app is intended to scrap googlempas reviews and apply topic modeling techniques on them

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TopicMod: Topic Modeling on Google Maps Reviews

Project description:

This app is intended to scrap googlempas reviews and apply topic modeling techniques on them,

It contains 4 sous-packages : scraping, topicmodeling, EDA (exploratory data analysis) and webapp

Configuration

install dependecies in requirements.txt for hdbscan (download dependency as zipfile, unzip and then install it using python setup.py)

Usage

The usage of different sous-packages is depicted in the guided notebooks You can find the binary, that you should put in \bin folder, in the following link: https://huggingface.co/sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2

#Webapp To run the web application:

cd topicmod/webapp
streamlit run Homepage.py

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This app is intended to scrap googlempas reviews and apply topic modeling techniques on them

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