Research dataset
Dataset - Gemini 3.5 Flash-Generated Graduate-Level AI Essays Across 30 Majors (72,612 words)
This dataset contains 90 AI-generated graduate-level essays, totaling 72,612 words. The essays span five broad domains—Business, Education, Humanities, Psychology, and STEM—and cover 30 distinct majors, including Accounting, Biology, Computer Science, and Psychology. All texts were produced using the Gemini 3.5 Flash language model and are classified as non-ESL. The essays are distributed across word count buckets of 400, 800, and 1,200 words, providing a structured resource for studying academic writing at the graduate level.
Total word count: 72,612 words (reference / bibliography sections excluded).
Composition
Numbers in the table indicate article counts.
| Level | Domain | Major | Genre | Word count | ai |
|---|---|---|---|---|---|
| gemini-3.5-flash | |||||
| graduate | Business | Accounting | essay | 400 | 1 |
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Business Administration | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Economics | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Finance | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Marketing | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Education | Education | essay | 400 | 1 | |
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Humanities | Communications | essay | 400 | 1 | |
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Criminal Justice | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| English | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Graphic Design | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| History | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| International Relations | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Political Science | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Sociology | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Psychology | Psychology | essay | 400 | 1 | |
| 800 | 1 | ||||
| 1200 | 1 | ||||
| STEM | Biology | essay | 400 | 1 | |
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Biomedical Engineering | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Chemistry | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Civil Engineering | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Computer Science | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Data Science | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Electrical Engineering | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Environmental Science | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Health Sciences | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Information Technology | essay | 400 | 2 | ||
| 1200 | 1 | ||||
| Mathematics | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Mechanical Engineering | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Nursing | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Physics | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Pre-Med | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 |