# AI Usage Among High School Students for Homework

## Project Goal

Investigate how high school students use AI tools for homework, which tools are popular, usage frequency, and student perceptions.

## Dataset

- Source: Lumina Foundation (Jan 2024)

- Content: AI tools, frequency of use, perceptions, grade level, subject, demographics

## Research Questions

1. What proportion of students use AI tools for homework?

2. Which AI tools are most popular?

3. How frequently do students use these tools?

4. What are students’ perceptions of AI usage?

5. Are there patterns based on grade level or subject?

## Folder Structure

AI_Homework_Project/

├─ data/

├─ analysis/

├─ figures/

├─ report/

├─ Day1_notes.txt

├─ README.md

## Tools & Libraries

- Python (Pandas, Matplotlib, Seaborn) or Excel

- PDF extraction: Tabula, pdfplumber, Adobe Acrobat