/airbnb-sentiment-analysis

Sentiment analysis and price clustering of Airbnb listings.

Primary LanguageJupyter Notebook

Airbnb Sentiment Analysis

Dataset source: https://www.kaggle.com/airbnb/seattle

VADER Sentiment Analysis of Airbnb Reviews

Mostly positive user reviews are observed, and some without any sentiments detected.

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Price Clustering of Airbnb Listings

3 clusters of prices can be observed - low, medium and high

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Most Commonly Used Words in Reviews

From the graph, most guests find that the apartments are 'clean' and 'comfortable'.

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