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AirBnB Review Summarizer

A tool to create visualizations out of AirBnB reviews per city.

Try the app at VisualizeBnB

All analysis was performed in python, with results being stored into a SQLite database, which is later used by the Flask application.

Web App Screens:

Landing Page:

Home Page

Results:

Results Page Top Results Page Bottom

Datasets:

Techniques Used:

  • Bag of Words (to create wordcloud using frequency of words)
  • Sentiment Analysis (which also generates top hosts)
  • Topic Modelling (to get vibe of city)
  • Word2Vec (to get places to visit in city)