{"id":28707867,"url":"https://github.com/dylan-stewart/capstone","last_synced_at":"2026-04-09T22:54:56.628Z","repository":{"id":294414574,"uuid":"986888755","full_name":"Dylan-Stewart/Capstone","owner":"Dylan-Stewart","description":"Cloud-Based Analytics Application: CSV Check ~ Data Visualization for Inexperienced Users","archived":false,"fork":false,"pushed_at":"2025-06-03T10:15:50.000Z","size":3714,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-03T21:17:57.079Z","etag":null,"topics":["automation","cloud","css","csv","data-visualization","exploratory-data-analysis","file-processing","flask","gcp","gcs","html","javascript","machine-learning","python","visualization","web-app"],"latest_commit_sha":null,"homepage":"","language":"HTML","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Dylan-Stewart.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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}},"created_at":"2025-05-20T09:12:05.000Z","updated_at":"2025-06-03T10:15:52.000Z","dependencies_parsed_at":"2025-05-20T10:52:29.649Z","dependency_job_id":null,"html_url":"https://github.com/Dylan-Stewart/Capstone","commit_stats":null,"previous_names":["dylan-stewart/capstone"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Dylan-Stewart/Capstone","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Dylan-Stewart%2FCapstone","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Dylan-Stewart%2FCapstone/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Dylan-Stewart%2FCapstone/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Dylan-Stewart%2FCapstone/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Dylan-Stewart","download_url":"https://codeload.github.com/Dylan-Stewart/Capstone/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Dylan-Stewart%2FCapstone/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":259858511,"owners_count":22922945,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","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":["automation","cloud","css","csv","data-visualization","exploratory-data-analysis","file-processing","flask","gcp","gcs","html","javascript","machine-learning","python","visualization","web-app"],"created_at":"2025-06-14T17:42:03.862Z","updated_at":"2026-04-09T22:54:56.613Z","avatar_url":"https://github.com/Dylan-Stewart.png","language":"HTML","funding_links":[],"categories":[],"sub_categories":[],"readme":"# CSV Check\n\n**Cloud-Based Analytics Application**  \n**CSV Check – Data Visualization for Inexperienced Users**\n\nCSV Check is a lightweight, cloud-powered, cost-effective tool designed to help everyday users explore and understand their data. By simply uploading a CSV file, users receive cleaned data, automatically generated visualizations, and simplified AI-generated summaries — no technical knowledge required.\n\n---\n\n## 🚀 What It Does\n\n- Upload a CSV file\n- Automatically clean and process the data\n- Generate visual summaries with plots\n- Get plain-English explanations of insights\n- View basic machine learning predictions (if applicable)\n\nCSV Check aims to **bridge the gap between complex data tools and non-technical users**, providing insights through automation and clarity.\n\n---\n\n## 🌐 About This Repository\n\n\u003e **Important Note**  \n\u003e This repository only contains the **frontend and application-facing code** (Flask app, routing, HTML/CSS templates).  \n\u003e The cloud infrastructure (Google Cloud Functions, API calls, and backend logic) is **not included here**.\n\nThis means you're seeing the interface and local structure that connects to the cloud, not the full cloud processing logic itself.\n\n---\n\n## 🖼️ Screenshots \u0026 Previews\n\nBelow are some example screenshots of the application in use.\n\n### 📊 Upload and Analysis Interface\n![Upload Screenshot](images/upload_interface.png)\n\n### 📈 Sample Visualization Page Output\n![Visualization Page Screenshot](images/visualization_output.png)\n\n### 🤖 Sample Machine Learning Page Output\n![Machine Learning Page Screenshot](images/machine_learning_output.png)\n\n---\n\n## 🧠 Tech Stack\n\n- **Python** (Flask)\n- **HTML/CSS** for basic UI\n- **Google Cloud Storage** – For uploading and retrieving user files\n- **Google Cloud Functions** – For processing CSV files serverlessly\n- **OpenAI API** – For generating human-friendly summaries and insights\n- **Pandas / Matplotlib / Seaborn / Scikit-learn** – For data processing and visualizations\n\n---\n\n## 📁 File Structure (Partial)\n\ncsvCheck/\n├── static/\n│ └── css/\n│ └── style.css\n├── templates/\n│ ├── index.html\n│ ├── result.html\n├── app.py\n└── README.md\n\n---\n\n## ✍️ Author\n\n**Dylan Stewart**  \nMaster's in Computer Science  \nHofstra University\n\n---\n\n## 📌 Possible Future Plans\n\n- Add user-specified visualization options\n- Processing speed enhancements\n- Offer increased handling for dealing with very large file sizes\n- Include more interactive plots\n\n---\n\n## 📬 Feedback\n\nHave suggestions or want to contribute? Feel free to open an issue or reach out via email.\n\n---\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdylan-stewart%2Fcapstone","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdylan-stewart%2Fcapstone","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdylan-stewart%2Fcapstone/lists"}