A complete exploratory data analysis of Google Play Store App & Reviews data.
I have documented the entire process right from dataset sneak peak to complete Exploratory Data Analysis in following medium articles
- Most published app Category is "Family" followed by "Game" & "Tools".
- There are more free apps compared to paid.
- Most paid apps belong to "Family", "Medical" & "Game".
- Family Apps & games can have bulky size.
- People tend to download more Communication, Entertainment, Photography apps & Games.
- All apps costing above $99 are junk.
- Suitable app cost range is ~ 1.99 $ to ~7.99 $ with ~3 $ being a sweet spot. Medical apps may cost more than this range.
- All of the crazily downloaded apps are free apps by Google,Facebook, Skype & free games like Subway Surfers.
- Comics apps have better reviews than any other category.
- There exists more positive or neutral reviews in every category.
- Free Apps have some harsh reviews compared to paid apps.
- Issues regarding update should be a major concern for paid apps.
- Issues regarding ads should be a major concern for free apps.