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:

Results:

Datasets:

• Boston AirBnB Open Data
• Seattle AirBnB Open Data
• Inside AirBnB Chicago Detailed Review Data

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)