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ProgrammingEnthusiastsDB

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metadata
license: mit
tags:
  - infinite-dataset-hub
  - synthetic

ProgrammingEnthusiastsDB

tags: education, online learning, engagement tracking

Note: This is an AI-generated dataset so its content may be inaccurate or false

Dataset Description:

The 'ProgrammingEnthusiastsDB' dataset contains anonymized user data from an online programming and technology school. The dataset is designed to help educational researchers and ML practitioners analyze user engagement, course effectiveness, and overall satisfaction with the online learning experience.

Columns in the dataset:

  • UserID: A unique identifier for each user.
  • Age: The age of the user.
  • Gender: The gender of the user (male, female, other).
  • Location: The geographical location of the user.
  • CourseName: The name of the course the user is enrolled in.
  • CourseDuration: The duration of the course (in days).
  • CourseCompletionStatus: Whether the user has completed the course (Yes/No).
  • TotalCourseSessions: The total number of sessions the user has attended.
  • AverageSessionLength: The average length of the user's sessions (in minutes).
  • EngagementScore: A score representing the user's level of engagement (1-10).
  • SatisfactionRating: A rating given by the user for the course (1-5).

CSV Content Preview:

UserID,Age,Gender,Location,CourseName,CourseDuration,CourseCompletionStatus,TotalCourseSessions,AverageSessionLength,EngagementScore,SatisfactionRating
001,25,Male,California,Introduction to Programming,45,Yes,10,90,8,4
002,30,Female,New York,Web Development Basics,30,Yes,12,105,7,5
003,22,Other,Texas,Advanced Java,60,No,5,60,5,3
004,28,Male,Florida,Data Structures,45,Yes,15,120,9,5
005,26,Female,Illinois,Full Stack Development,90,Yes,20,180,7,4

Source of the data:

The dataset was generated using the Infinite Dataset Hub and microsoft/Phi-3-mini-4k-instruct using the query 'User database of an online programming and technology school':