Student Engagement by Kaggle | Demographics and Population Studies

About this Dataset

Student Engagement

Predicting Engagement and Exam Performance

About this dataset

This dataset contains information on student engagement with Tableau, including quizzes, exams, and lessons. The data includes the course title, the rating of the course, the date the course was rated, the exam category, the exam duration, whether the answer was correct or not, the number of quizzes completed, the number of exams completed, the number of lessons completed, the date engaged, the exam result, and more

How to use the dataset

The 'Student Engagement with Tableau' dataset offers insights into student engagement with the Tableau software. The data includes information on courses, exams, quizzes, and student learning.

This dataset can be used to examine how students use Tableau, what kind of engagement leads to better learning outcomes, and whether certain course or exam characteristics are associated with student engagement

Research Ideas

Creating a heat map of student engagement by course and location

Determining which courses are most popular among students from different countries

Identifying patterns in students' exam results

Acknowledgements

Data Source

License

> License: CC0 1.0 Universal (CC0 1.0) - Public Domain Dedication
> No Copyright - You can copy, modify, distribute and perform the work, even for commercial purposes, all without asking permission. See Other Information.

Columns

File: 365_course_info.csv

Column name	Description
course_title	The title of the course. (String)

File: 365_course_ratings.csv

Column name	Description
course_rating	The rating given to the course by the student. (Numeric)
date_rated	The date on which the course was rated. (Date)

File: 365_exam_info.csv

Column name	Description
exam_category	The category of the exam. (Categorical)
exam_duration	The duration of the exam in minutes. (Numerical)

File: 365_quiz_info.csv

Column name	Description
answer_correct	Whether or not the student answered the question correctly. (Boolean)

File: 365_student_engagement.csv

Column name	Description
engagement_quizzes	The number of times a student has engaged with quizzes. (Numeric)
engagement_exams	The number of times a student has engaged with exams. (Numeric)
engagement_lessons	The number of times a student has engaged with lessons. (Numeric)
date_engaged	The date of the student's engagement. (Date)

File: 365_student_exams.csv

Column name	Description
exam_result	The result of the exam. (Categorical)
exam_completion_time	The time it took to complete the exam. (Numerical)
date_exam_completed	The date the exam was completed. (Date)

File: 365_student_hub_questions.csv

Column name	Description
date_question_asked	The date the question was asked. (Date)

File: 365_student_info.csv

Column name	Description
student_country	The country of the student. (Categorical)
date_registered	The date the student registered for the course. (Date)

File: 365_student_learning.csv

Column name	Description
minutes_watched	The number of minutes watched by a student. (Numeric)
date_watched	The date of engagement. (Date)

Acknowledgements

If you use this dataset in your research, please credit the original author.

Tables

N 365 Course Info

@kaggle.thedevastator_student_engagement_with_tableau_a_data_science_p.n_365_course_info

3.52 KB
46 rows
2 columns


CREATE TABLE n_365_course_info (
  "course_id" BIGINT,
  "course_title" VARCHAR
);

N 365 Course Ratings

@kaggle.thedevastator_student_engagement_with_tableau_a_data_science_p.n_365_course_ratings

17.8 KB
2500 rows
4 columns


CREATE TABLE n_365_course_ratings (
  "course_id" BIGINT,
  "student_id" BIGINT,
  "course_rating" BIGINT,
  "date_rated" TIMESTAMP
);

N 365 Exam Info

@kaggle.thedevastator_student_engagement_with_tableau_a_data_science_p.n_365_exam_info

3.93 KB
156 rows
3 columns


CREATE TABLE n_365_exam_info (
  "exam_id" BIGINT,
  "exam_category" BIGINT,
  "exam_duration" BIGINT
);

N 365 Quiz Info

@kaggle.thedevastator_student_engagement_with_tableau_a_data_science_p.n_365_quiz_info

45.26 KB
4741 rows
4 columns


CREATE TABLE n_365_quiz_info (
  "quiz_id" BIGINT,
  "question_id" BIGINT,
  "answer_id" BIGINT,
  "answer_correct" VARCHAR
);

N 365 Student Engagement

@kaggle.thedevastator_student_engagement_with_tableau_a_data_science_p.n_365_student_engagement

624.21 KB
65371 rows
6 columns


CREATE TABLE n_365_student_engagement (
  "engagement_id" BIGINT,
  "student_id" BIGINT,
  "engagement_quizzes" BIGINT,
  "engagement_exams" BIGINT,
  "engagement_lessons" BIGINT,
  "date_engaged" TIMESTAMP
);

N 365 Student Exams

@kaggle.thedevastator_student_engagement_with_tableau_a_data_science_p.n_365_student_exams

401.32 KB
34030 rows
6 columns


CREATE TABLE n_365_student_exams (
  "exam_attempt_id" BIGINT,
  "student_id" BIGINT,
  "exam_id" BIGINT,
  "exam_result" BIGINT,
  "exam_completion_time" DOUBLE,
  "date_exam_completed" TIMESTAMP
);

N 365 Student Hub Questions

@kaggle.thedevastator_student_engagement_with_tableau_a_data_science_p.n_365_student_hub_questions

11.97 KB
827 rows
3 columns


CREATE TABLE n_365_student_hub_questions (
  "hub_question_id" BIGINT,
  "student_id" BIGINT,
  "date_question_asked" TIMESTAMP
);

N 365 Student Info

@kaggle.thedevastator_student_engagement_with_tableau_a_data_science_p.n_365_student_info

247.9 KB
35230 rows
3 columns


CREATE TABLE n_365_student_info (
  "student_id" BIGINT,
  "student_country" VARCHAR,
  "date_registered" TIMESTAMP
);

N 365 Student Learning

@kaggle.thedevastator_student_engagement_with_tableau_a_data_science_p.n_365_student_learning

353.6 KB
64535 rows
4 columns


CREATE TABLE n_365_student_learning (
  "student_id" BIGINT,
  "course_id" BIGINT,
  "minutes_watched" DOUBLE,
  "date_watched" TIMESTAMP
);

N 365 Student Purchases

@kaggle.thedevastator_student_engagement_with_tableau_a_data_science_p.n_365_student_purchases

37.32 KB
3041 rows
4 columns


CREATE TABLE n_365_student_purchases (
  "purchase_id" BIGINT,
  "student_id" BIGINT,
  "purchase_type" VARCHAR,
  "date_purchased" TIMESTAMP
);

N 365 Student Quizzes

@kaggle.thedevastator_student_engagement_with_tableau_a_data_science_p.n_365_student_quizzes

773.7 KB
147029 rows
4 columns


CREATE TABLE n_365_student_quizzes (
  "student_id" BIGINT,
  "quiz_id" BIGINT,
  "question_id" BIGINT,
  "answer_id" DOUBLE
);