https://github.com/hetuvpatel/research-chatgpt
Research and data analysis project evaluating the social, ethical, and educational impacts of ChatGPT using survey-driven insights and Python-powered data analysis. 📚🤖
https://github.com/hetuvpatel/research-chatgpt
data-analysis matplotlib pandas python seaborn
Last synced: about 2 months ago
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Research and data analysis project evaluating the social, ethical, and educational impacts of ChatGPT using survey-driven insights and Python-powered data analysis. 📚🤖
- Host: GitHub
- URL: https://github.com/hetuvpatel/research-chatgpt
- Owner: hetuvpatel
- Created: 2023-12-02T20:54:04.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2025-04-26T21:32:28.000Z (about 1 year ago)
- Last Synced: 2026-05-01T02:34:38.445Z (about 2 months ago)
- Topics: data-analysis, matplotlib, pandas, python, seaborn
- Language: Python
- Homepage:
- Size: 2.46 MB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# 🤖 AI-Powered Chatbot: ChatGPT - A Social and Ethical Perspective
---
## 📚 Project Overview
This project combines **survey-driven research** and **Python-based data analysis** to investigate the **social and ethical implications** of using ChatGPT in education.
Using real-world survey responses and data science techniques, the study uncovers usage patterns, benefits, risks, and perceptions among students globally.
✅ **Domain:** AI Ethics, Machine Learning Applications
✅ **Technologies Used:** Python, Pandas, Matplotlib, Seaborn
✅ **Dataset:** 106 Survey Responses collected via Google Forms
---
## 📖 Table of Contents
- [Introduction](#introduction)
- [Technical Stack](#technical-stack)
- [Survey Data Analysis](#survey-data-analysis)
- [Key Findings](#key-findings)
- [Visualizations](#visualizations)
- [Conclusion](#conclusion)
- [Future Work](#future-work)
- [Bibliography](#bibliography)
- [Contact](#contact)
---
## 🧩 Introduction
ChatGPT by **OpenAI** is a generative transformer model that has transformed how humans interact with AI.
This project aims to **analyze** how ChatGPT is impacting academia, using **data analytics** to draw technical and social insights.
---
## 🛠️ Technical Stack
| Technology | Purpose |
|:--------------|:--------|
| **Python** | Core programming and data analysis |
| **Pandas** | Data manipulation and preprocessing |
| **Matplotlib** | Survey data visualization |
| **Seaborn** | Enhanced graphs and statistical plots |
---
## 📊 Survey Data Analysis
- **Data Preprocessing:**
Survey data was cleaned, categorized, and analyzed using **Pandas**.
- **Visualization Techniques:**
Used **Matplotlib** and **Seaborn** to create:
- Distribution plots
- Heatmaps
- Categorical scatter plots
- Pie charts
- **Statistical Summaries:**
- Frequency counts
- Group-by aggregations
- Cross-tabulations
📸 **Sample Analysis:**
- Usage frequency by field of study
- Reliability ratings comparison
- Relationship between ChatGPT usage and perceived benefits
---
## ✨ Key Findings
| Insight | Observation |
|:--------|:------------|
| **Adoption Rate** | 72% of students have used ChatGPT |
| **Recommendation Rate** | 75% recommend ChatGPT |
| **Top Benefits** | Quick learning, translation aid, research support |
| **Top Concerns** | Creativity loss, misinformation risks, critical thinking impact |
---
## ✅ Conclusion
Through **Python-powered data analytics** combined with **social science research**, this study highlights both the **opportunities** and **challenges** posed by integrating ChatGPT into modern education systems.
- Responsible usage policies are necessary.
- Educators must adapt assessments for an AI-augmented future.
- Students need training on AI literacy and critical analysis.
---
## 🔮 Future Work
- 🧠 Expand to larger datasets for better generalization.
- 📈 Apply **machine learning classifiers** to predict ChatGPT adoption likelihood.
- 🌎 Conduct comparative studies across multiple continents.
---
## 📚 Bibliography
- [Wikipedia - ChatGPT](https://en.wikipedia.org/wiki/ChatGPT)
- [MIT Technology Review - Inside ChatGPT](https://www.technologyreview.com/)
- [Entrepreneur - Impact on Education](https://www.entrepreneur.com/)
- [Digital Trends - ChatGPT-4](https://www.digitaltrends.com/)
---
## 📬 Contact
- **Hetu Patel**
- 📫 [hetu.patel@torontomu.ca](mailto:hetu.patel@torontomu.ca)
- 🌐 [Portfolio Website](https://hetuvpatel.github.io/hetu-patel-portfolio/)
- 💻 [GitHub Profile](https://github.com/Patel-Hetu)
---
> _"Combining data science and ethics to understand the future of AI in education."_ 🚀📚