Analyzing Boston Airbnb Data

Link for the data set https://www.kaggle.com/airbnb/boston

CRISP-DM Process

Business Understanding

Boston Airbnb listing dataset is available on Kaggle, our prime motive is to enlighten traits of given listings.

Three questions are raised around the interest:

1. What is the price range with highest no. of listings?
2. What are the most popular amenities?
3. What are the top 10 neighbourhood?

Data Understanding

Boston Airbnb listing has 3585 rows, 95 columns representing listing attributes.

Prepare Data

The preparation includes data cleaning, filling missing value.

Data Modeling

We will use ML models to get some interesting insights.

Evaluate the Results

Results are summarized in the Medium post. https://medium.com/@divvu/insights-of-boston-airbnb-8d3452d6f8ef?sk=75d5f652dc7235d5bb33a8b76d8b3ace