Sky Data Analysis

Inspiration

• Sky: Children of Light HackMIT Challenge

What it does

• This project aims to look at a dataset given by That Game Company and identify meaningful relationships within the game. From simple data analysis like finding which countries are more likely to buy items in sky shop to more complex ones like abnormal activities.

How we built it

• Test trials with various ways to interact with data such in json & pkl format

Challenges we ran into

• Loading in 4GBs of file content

Accomplishments that we're proud of

• Pinpointing outlier users while playing around with the dataset and diving deeper into why they stand out.

Presentation slides

https://docs.google.com/presentation/d/1jJLsmSnjX9uQ8o-3D2L0lydEbP5nNOnRlI7CTMGZUfY/edit?usp=sharing

Built With

• jupyter
• matplotlib
• python