cargide/steam-store-analysis

Data Analysis project: downloading, cleaning and analyzing Steam Store Data

Steam Store Analysis

Analysis of the combined data downloaded from the Steam API and the SteamSpy API. Based loosely on the work of Nik Davis (https://github.com/nik-davis/steam-data-science-project)

Structure

The work is divided into different notebooks that require the files created on the previous notebook.

1 - Download

Scripts created to fetch the data from the two APIs mentioned: Steam and SteamSpy. Limited to 35000 rows due to time constraints (Steam API requires a lot of time).

2 - Cleanup

Fixing the values to homogenize both dataset and merge them.

3 - Processing

Analying the data to remove information that will not be used.

4 - Exploratory Data Analysis (WIP)

Please refer to the Tableau link to see a preliminary analysis (just the plots)

5 - Hypothesis testing

I want to test if RPG games that are free have more than 500 positive reviews using a two tailed test.

Extra - Tableau plotting

https://public.tableau.com/app/profile/carlos.gil.denia/viz/SteamProject_16445212518660/Story1#1