Keerthana Sampath Kumar

New York Airbnb, 2019

Project Goal

Airbnb is a popular online platform that allows travelers to book unique
accommodations directly from local hosts. To perform an initial data and exploratory analysis of some of their data in order to derive insights.

Data

  • This is a project done using Airbnb New York property listing data of 2019. Data source

Tools Used

  • Python, Anaconda, Jupyter Notebook
  • Libraries ( Pandas, Numpy, Seaborn, Matplotlib, Scipy)

Skills

  • Python
  • Sourcing Open Data
  • Exploratory Visual Analysis
  • Geographical Visualizations with Python
  • Supervised Machine Learning: Linear Regression
  • Unsupervised Machine Learning: Clustering
  • Sourcing & Analyzing Time Series Data
  • Creating Data Dashboards

Detailed Report