{"id":49487286,"url":"https://github.com/hetuvpatel/research-chatgpt","last_synced_at":"2026-05-01T02:34:39.598Z","repository":{"id":210457765,"uuid":"726601363","full_name":"hetuvpatel/research-chatgpt","owner":"hetuvpatel","description":"Research and data analysis project evaluating the social, ethical, and educational impacts of ChatGPT using survey-driven insights and Python-powered data analysis. 📚🤖","archived":false,"fork":false,"pushed_at":"2025-04-26T21:32:28.000Z","size":2575,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2026-05-01T02:34:38.445Z","etag":null,"topics":["data-analysis","matplotlib","pandas","python","seaborn"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/hetuvpatel.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2023-12-02T20:54:04.000Z","updated_at":"2025-04-26T21:33:59.000Z","dependencies_parsed_at":null,"dependency_job_id":"db6ba6af-aa8f-4b97-b17f-57a00f7a0421","html_url":"https://github.com/hetuvpatel/research-chatgpt","commit_stats":null,"previous_names":["hetuuuuu/research-chatgpt","hetuvpatel/research-chatgpt"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/hetuvpatel/research-chatgpt","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hetuvpatel%2Fresearch-chatgpt","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hetuvpatel%2Fresearch-chatgpt/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hetuvpatel%2Fresearch-chatgpt/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hetuvpatel%2Fresearch-chatgpt/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hetuvpatel","download_url":"https://codeload.github.com/hetuvpatel/research-chatgpt/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hetuvpatel%2Fresearch-chatgpt/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32483406,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-30T13:12:12.517Z","status":"online","status_checked_at":"2026-05-01T02:00:05.856Z","response_time":64,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["data-analysis","matplotlib","pandas","python","seaborn"],"created_at":"2026-05-01T02:34:37.122Z","updated_at":"2026-05-01T02:34:39.591Z","avatar_url":"https://github.com/hetuvpatel.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# 🤖 AI-Powered Chatbot: ChatGPT - A Social and Ethical Perspective\n\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"https://img.shields.io/badge/Built%20With-Python-3776AB?style=for-the-badge\u0026logo=python\" alt=\"Python\" /\u003e\n  \u003cimg src=\"https://img.shields.io/badge/Libraries-Pandas%20%7C%20Matplotlib%20%7C%20Seaborn-ff69b4?style=for-the-badge\u0026logo=python\" alt=\"Libraries\" /\u003e\n  \u003cimg src=\"https://img.shields.io/badge/Field-Social%20Issues%20%7C%20AI%20Ethics-29b6f6?style=for-the-badge\u0026logo=openai\" alt=\"Social Issues and Ethics\" /\u003e\n  \u003cimg src=\"https://img.shields.io/badge/Analysis-Survey%20Data%20Analysis-blueviolet?style=for-the-badge\" alt=\"Survey Data Analysis\" /\u003e\n  \u003cimg src=\"https://img.shields.io/badge/Status-Completed-brightgreen?style=for-the-badge\" alt=\"Completed Project\" /\u003e\n\u003c/p\u003e\n\n---\n\n## 📚 Project Overview\n\nThis project combines **survey-driven research** and **Python-based data analysis** to investigate the **social and ethical implications** of using ChatGPT in education.  \nUsing real-world survey responses and data science techniques, the study uncovers usage patterns, benefits, risks, and perceptions among students globally.\n\n✅ **Domain:** AI Ethics, Machine Learning Applications  \n✅ **Technologies Used:** Python, Pandas, Matplotlib, Seaborn  \n✅ **Dataset:** 106 Survey Responses collected via Google Forms\n\n---\n\n## 📖 Table of Contents\n\n- [Introduction](#introduction)\n- [Technical Stack](#technical-stack)\n- [Survey Data Analysis](#survey-data-analysis)\n- [Key Findings](#key-findings)\n- [Visualizations](#visualizations)\n- [Conclusion](#conclusion)\n- [Future Work](#future-work)\n- [Bibliography](#bibliography)\n- [Contact](#contact)\n\n---\n\n## 🧩 Introduction\n\nChatGPT by **OpenAI** is a generative transformer model that has transformed how humans interact with AI.  \nThis project aims to **analyze** how ChatGPT is impacting academia, using **data analytics** to draw technical and social insights.\n\n---\n\n## 🛠️ Technical Stack\n\n| Technology    | Purpose |\n|:--------------|:--------|\n| **Python**    | Core programming and data analysis |\n| **Pandas**    | Data manipulation and preprocessing |\n| **Matplotlib** | Survey data visualization |\n| **Seaborn**   | Enhanced graphs and statistical plots |\n\n---\n\n## 📊 Survey Data Analysis\n\n- **Data Preprocessing:**  \n  Survey data was cleaned, categorized, and analyzed using **Pandas**.\n\n- **Visualization Techniques:**  \n  Used **Matplotlib** and **Seaborn** to create:\n  - Distribution plots\n  - Heatmaps\n  - Categorical scatter plots\n  - Pie charts\n\n- **Statistical Summaries:**\n  - Frequency counts\n  - Group-by aggregations\n  - Cross-tabulations\n\n📸 **Sample Analysis:**\n- Usage frequency by field of study\n- Reliability ratings comparison\n- Relationship between ChatGPT usage and perceived benefits\n\n---\n\n## ✨ Key Findings\n\n| Insight | Observation |\n|:--------|:------------|\n| **Adoption Rate** | 72% of students have used ChatGPT |\n| **Recommendation Rate** | 75% recommend ChatGPT |\n| **Top Benefits** | Quick learning, translation aid, research support |\n| **Top Concerns** | Creativity loss, misinformation risks, critical thinking impact |\n\n---\n\n## ✅ Conclusion\n\nThrough **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.\n\n- Responsible usage policies are necessary.\n- Educators must adapt assessments for an AI-augmented future.\n- Students need training on AI literacy and critical analysis.\n\n---\n\n## 🔮 Future Work\n\n- 🧠 Expand to larger datasets for better generalization.\n- 📈 Apply **machine learning classifiers** to predict ChatGPT adoption likelihood.\n- 🌎 Conduct comparative studies across multiple continents.\n\n---\n\n## 📚 Bibliography\n\n- [Wikipedia - ChatGPT](https://en.wikipedia.org/wiki/ChatGPT)\n- [MIT Technology Review - Inside ChatGPT](https://www.technologyreview.com/)\n- [Entrepreneur - Impact on Education](https://www.entrepreneur.com/)\n- [Digital Trends - ChatGPT-4](https://www.digitaltrends.com/)\n\n---\n\n## 📬 Contact\n\n- **Hetu Patel**\n- 📫 [hetu.patel@torontomu.ca](mailto:hetu.patel@torontomu.ca)\n- 🌐 [Portfolio Website](https://hetuvpatel.github.io/hetu-patel-portfolio/)\n- 💻 [GitHub Profile](https://github.com/Patel-Hetu)\n\n---\n\n\u003e _\"Combining data science and ethics to understand the future of AI in education.\"_ 🚀📚\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhetuvpatel%2Fresearch-chatgpt","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhetuvpatel%2Fresearch-chatgpt","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhetuvpatel%2Fresearch-chatgpt/lists"}