Google_Data

Python Analysis with two datasets; Google Apps and App Reviews

* I made a presentation for this analysis you can check this on google slides by clicking here

CONTENT LIST

1. Importing the data

2. Understanding the data

3. Cleaning Data
        Dropping the Duplicates
        Correcting the shifts
        Rating
        Reviews
        Size
        Installs
        Price
        Category
        Last Updated
        Type
   

4. Visualising the Data
        Content Rating
        Free and Paid Apps
   

5. Exploratory Data Analysis
        General Correlation
        Correlation with Type
        Category and Type
        Category and Reviews
        Category and Installs
        Category and Price
        Type and Installs
        Word Count in Reviews
        Mean Sentiment for Each App
        Comparison of two dataframes (Apps and Reviews)
   

6. Joining the Data (Apps and Reviews)
   

7. Further Analysis
        Reviews of Paid Apps and Review Word Counts
        Reviews of Free Apps and Review Word Counts
        Highest revenued apps and reviews
        Highest Revenued App Categories and Review Word Counts
        Most Successfull apps, types and categories