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Introduction

Small repository that cleans/stacks wish data from KQM discord whales into a usable dataset for general analysis, along with some basic analyses.

To use the final data, you can use the stacked file in "Output/genshin_whale_wish_data_stacked_anonymized.csv". Current dataset contains upwards of 125k wish observations across 39 accounts. Current banner distributions are roughly:

  • 50% character event wishes
  • Less than 1% novice wishes
  • 20% permanent wishes
  • 30% weapon event wishes

All actual identifying information has been hashed to avoid having their info out in the open.

Planned Updates

  • Add data on banner duration and rate up characters to the repository for banner specific analyses
  • Add some of the code that runs basic statistics to the repo
  • Run some of the additional planned analyses including pity mechanics and confirming analytical/simulated solutions to wish rates

Credits

  • Sase from KQM for taking the initial initiative to get people to submit their data
  • Everyone who has been generous enough to take the time to submit their data.