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sswt/stanford-act-mooc

The MOOC User Action dataset records user interactions on a MOOC platform, including action attributes, timestamps, and a binary label indicating whether the user dropped out of the course after the action. The original three CSV files have been merged into a single file containing columns ACTIONID, USERID, TARGETID, four feature columns (FEATUREx), TIMESTAMP, and LABEL.

Updated 11/27/2023
hugging_face

Description

Social Network: MOOC User Action Dataset

Description

The MOOC User Action dataset represents user behavior on a popular MOOC platform. Each action has attributes and a timestamp, and a binary label indicating whether the user exited the course after the action (i.e., whether the action was the user's final one).

Source

The dataset was generated as part of a project on advanced user modeling and recommendation systems.

Files

Originally three separate CSV files; they have been merged into a single file.

Columns

  • ACTIONID: Unique identifier for each action.
  • USERID: Unique identifier for each user.
  • TARGETID: Unique identifier for each target activity.
  • FEATUREx: Feature values associated with the action (four dimensions, forming a 4‑D feature vector).
  • TIMESTAMP: Timestamp of the action measured in seconds from the start.
  • LABEL: Binary label indicating whether the student dropped out after the action (1 = dropout, 0 = otherwise).

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Topics

Online Education
User Behaviour Analysis

Source

Organization: hugging_face

Created: Unknown

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