Airbnb: is price the only factor?

OVERVIEW

Airbnb provides an online platform to rent lodging for tourism activities. With this analysis, the listings located in Broward County, FL were explored to derive insights for the travel industry.

OBJECTIVE

In this project, an advanced exploratory analysis was conducted in Python utilizing correlation diagrams, JSON, linear regression, clusters, and time series. An interactive dashboard in Tableau was built to showcase the results.

DATASETS

The open-source dataset comes from the www.insideairbnb.com, a project that uses web scraping methods to collect the data. For this analysis, I used the set with rental properties that were scraped on September 27th, 2021. For the geographical visualization, I used the JSON file from the project's website.

TOOLS

Jupyter Notebook + Libraries (pandas, numpy, seaborn, matpltolib, statsmodels) + Tableau Public + PowerPoint

This study project was part of my data analytics course with CareerFoundry.

• PROJECT'S RESULTS in TABLEAU
• CASE STUDY PDF
• PROJECT'S FILES

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