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Data analysis pipeline for soa website #14

@theSage21

Description

@theSage21

The website needs a data analysis pipeline for at least the following questions. Please feel free to add your own tasks.

  • data analysis on event data
    • identify participants who need help/mentorship
      • Mentor time is precious. They need to know which participants are in need of mentorship
      • For example, we can skip those participants who have only logged in once.
    • identify people who need reminders
      • People who signed up but never logged in again might be sent a reminder.
      • How to identify such people?
    • criteria for whom to award prizes. We need some way to calculate this automatically.
    • Track analysis.
      • which tasks are doing well
      • Which tasks are too difficult for participants?
      • Which tasks are having cheating?

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    help wantedExtra attention is neededsite designA system running on the soa site

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