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Google Play Store Apps Data (Power BI Project)
Google Play Store Apps Data
This dataset consists of web scraped data of more than 10,000 Google Play Store apps and 60,000 app reviews. apps_data.csv
consists of data about the apps such as category, number of installs, and price. review_data.csv
holds reviews of the apps, including the text of the review and sentiment scores.
For this project I decided to create a Power BI report accessible via Google Play Store Project.It's still a work in progress.
Data Dictionary
data_apps.csv
variable | class | description |
---|---|---|
App | character | The application name |
Category | character | The category the app belongs to |
Rating | numeric | Overall user rating of the app |
Reviews | numeric | Number of user reviews for the app |
Size | character | The size of the app |
Installs | character | Number of user installs for the app |
Type | character | Either "Paid" or "Free" |
Price | character | Price of the app |
Content Rating | character | The age group the app is targeted at - "Children" / "Mature 21+" / "Adult" |
Genres | character | Possibly multiple genres the app belongs to |
Last Updated | character | The date the app was last updated |
Current Ver | character | The current version of the app |
Android Ver | character | The Android version needed for this app |
data_reviews.csv
variable | class | description |
---|---|---|
App | character | The application name |
Translated_Review | character | User review (translated to English) |
Sentiment | character | The sentiment of the user - Positive/Negative/Neutral |
Sentiment_Polarity | character | The sentiment polarity score |
Sentiment_Subjectivity | character | The sentiment subjectivity score |