Churn Prediction With BigQueryML to Increase Mobile Game Revenue

This page summarizes the projects mentioned and recommended in the original post on dev.to

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  • SurveyJS - Open-Source JSON Form Builder to Create Dynamic Forms Right in Your App
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  • rudder-sdk-unity

    Repo for RudderStack's Unity SDK. RudderStack is an open-source, warehouse-first Customer Data Pipeline and Segment-alternative. It collects and routes clickstream data and builds your customer data lake on your data warehouse.

  • You may recall a blog post in 2020 where we discussed how Torpedo was leveraging the RudderStack Unity SDK to send over 1 billion events per month to Redshift to power a robust analytics dashboard built with SuperSet. This cost-effective solution shed light on what player activities were important for driving engagement and helped refine the definition of high-value player cohorts as well as identify player churn. After crossing the 100 million download milestone, the teams at Wynn Resorts and Torpedo were looking for innovative ways to continue improving the gaming experience, user engagement and most importantly, reduce the churn on those high-value customers making in-app purchases.

  • superset

    Apache Superset is a Data Visualization and Data Exploration Platform

  • You may recall a blog post in 2020 where we discussed how Torpedo was leveraging the RudderStack Unity SDK to send over 1 billion events per month to Redshift to power a robust analytics dashboard built with SuperSet. This cost-effective solution shed light on what player activities were important for driving engagement and helped refine the definition of high-value player cohorts as well as identify player churn. After crossing the 100 million download milestone, the teams at Wynn Resorts and Torpedo were looking for innovative ways to continue improving the gaming experience, user engagement and most importantly, reduce the churn on those high-value customers making in-app purchases.

  • SurveyJS

    Open-Source JSON Form Builder to Create Dynamic Forms Right in Your App. With SurveyJS form UI libraries, you can build and style forms in a fully-integrated drag & drop form builder, render them in your JS app, and store form submission data in any backend, inc. PHP, ASP.NET Core, and Node.js.

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