LifeHack Exploratory Data Analysis

We surveyed students to define the problem statement and find the specific factors that were most important to them in finding a city to relocate to upon graduation. The students wanted to be empowered to make the right decision and the majority of students were concerned about trade-offs between opportunity and lifestyle factors. We scraped and aggregated various free datasets to gather the required information, and analyzed it in a number of ways. Our most interesting findings were:

 Big metro areas are generally high in opportunities, fun and vibrant, and surprisingly low in crime, but costs are high.

 There are trade-offs between OPPORTUNITY & LIFESTYLE. But there are hidden gems.

You can find the analysis in the python_final_project.ipynb file.