Zindi User Behaviour Birthday Challenge
Can you predict which users will be active on Zindi in the next month?
Prize
$3 000 USD
Time
Ended 5 months ago
Participants
174 active ยท 804 enrolled
Helping
Zindi
Intermediate
Prediction
About

The data is a subset of Zindi user activity. All variables have been masked to preserve privacy.

The objective of this competition is to create a machine learning model to determine if a user will be active on Zindi in the next month. An active user is one that enters a competition, makes a submission or engages through the discussion forums. Just imagine, you are one of the data points in this challenge!

  • competitions.csv: this file contains information about hackathons and competitions
  • CompetitionPartipation.csv: this file contains information about users' participation in hackathons and competitions
  • users.csv: this file contains information about the users such as when they registered and which country they are from
  • submissions.csv: this file contains information about each submission made
  • discussions.csv: this file contains information about every discussion made, such as which userID made the submission and when it was created
  • comments.csv: this file contains information about every comment made, such as which userID made the submission and when it was made
  • VariableDefinitions.csv: this file contains information about each table and each variable
  • train.csv - this is a summarized table of the above activities. You can use this table to train you model but it is recommended you pull features from the above tables to enrich your model.
  • test.csv - contains the userID, month and year you need to apply your model to.
  • SampleSubmission.csv - shows the submission format for this competition. The order of the rows does not matter, but the names of the ‘ID’ must be correct.

Files
Description
Files
this file contains information about hackathons and competitions