id int64 | department_id int64 | code string | name string | credits int64 | level string |
|---|---|---|---|---|---|
1 | 1 | CSCI-130 | American Literature | 4 | undergraduate |
2 | 1 | CSCI-219 | General Biology I | 3 | undergraduate |
3 | 1 | CSCI-305 | Technical Writing | 3 | undergraduate |
4 | 1 | CSCI-445 | Data Structures and Algorithms | 3 | undergraduate |
5 | 1 | CSCI-540 | US History Since 1865 | 3 | undergraduate |
6 | 1 | CSCI-643 | Human Resource Management | 3 | undergraduate |
7 | 2 | BUSA-145 | Statistics for Business | 3 | undergraduate |
8 | 2 | BUSA-207 | Research Methods | 3 | undergraduate |
9 | 2 | BUSA-324 | Financial Accounting | 3 | undergraduate |
10 | 2 | BUSA-406 | Organic Chemistry | 3 | undergraduate |
11 | 3 | ENGL-120 | Ethics in Technology | 3 | undergraduate |
12 | 3 | ENGL-202 | Environmental Science | 3 | undergraduate |
13 | 3 | ENGL-330 | Managerial Accounting | 3 | undergraduate |
14 | 3 | ENGL-428 | Statistics for Business | 3 | undergraduate |
15 | 4 | MATH-105 | Calculus I | 3 | undergraduate |
16 | 4 | MATH-222 | Human Resource Management | 3 | undergraduate |
17 | 4 | MATH-336 | Operating Systems | 3 | undergraduate |
18 | 4 | MATH-448 | General Psychology | 4 | undergraduate |
19 | 4 | MATH-507 | Microeconomics | 3 | undergraduate |
20 | 5 | PSYC-143 | Abnormal Psychology | 3 | undergraduate |
21 | 5 | PSYC-213 | Discrete Mathematics | 3 | undergraduate |
22 | 5 | PSYC-325 | Database Systems | 3 | undergraduate |
23 | 5 | PSYC-431 | World History to 1500 | 3 | undergraduate |
24 | 5 | PSYC-539 | American Literature | 4 | undergraduate |
25 | 5 | PSYC-609 | Statistics for Business | 3 | undergraduate |
26 | 6 | EDUC-122 | Public Speaking | 3 | undergraduate |
27 | 6 | EDUC-248 | Capstone Project | 3 | undergraduate |
28 | 6 | EDUC-314 | Linear Algebra | 4 | undergraduate |
29 | 6 | EDUC-433 | Business Law | 3 | undergraduate |
30 | 6 | EDUC-524 | Operating Systems | 3 | undergraduate |
31 | 6 | EDUC-633 | Database Systems | 3 | undergraduate |
32 | 7 | BIOL-149 | Introduction to Education | 4 | undergraduate |
33 | 7 | BIOL-203 | Calculus I | 3 | undergraduate |
34 | 7 | BIOL-326 | Technical Writing | 3 | undergraduate |
35 | 7 | BIOL-445 | Calculus II | 3 | undergraduate |
36 | 8 | HIST-142 | Macroeconomics | 3 | undergraduate |
37 | 8 | HIST-239 | Calculus I | 3 | undergraduate |
38 | 8 | HIST-312 | General Psychology | 3 | undergraduate |
39 | 8 | HIST-433 | Abnormal Psychology | 3 | undergraduate |
University Student Grades & Enrollment Dataset (Free Sample)
This is a free sample with 2,553 rows. The full dataset has 38,567 rows across 5 tables.
Academic records for a simulated mid-size US university (4,200 students) over 6 semesters (Fall 2021 - Spring 2024). Includes student demographics, course catalog, enrollment records, and grades with realistic GPA distributions.
Features grade inflation trend, prerequisite enforcement, major-specific performance patterns, and two anomalies: a COVID remote-semester grade bump and a cheating scandal causing mass failures in one course.
Ideal for: LMS development, academic analytics, student retention modeling, grade prediction ML, and education data warehouse testing.
Sample tables
| Table | Sample Rows |
|---|---|
| courses | 39 |
| departments | 8 |
| enrollments | 2,000 |
| semesters | 6 |
| students | 500 |
| Total | 2,553 |
Full dataset
The complete dataset includes all tables with full row counts:
| Table | Full Rows |
|---|---|
| courses | 39 |
| departments | 8 |
| enrollments | 34,314 |
| semesters | 6 |
| students | 4,200 |
| Total | 38,567 |
Formats included: CSV, Parquet, SQLite
Get the full dataset on Gumroad
About
Generated by Mindweave Technologies -- realistic synthetic datasets for developers, QA teams, and data engineers.
Every dataset features:
- Enforced foreign key relationships across all tables
- Realistic statistical distributions (not uniform random)
- Temporal patterns (seasonal, time-of-day, day-of-week)
- Injected anomalies for ML training and anomaly detection
- Deterministic generation (same seed = same output)
Browse all datasets: https://mindweavetech.gumroad.com
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