{"id":24890619,"url":"https://github.com/adnaen/water-quality-analysis","last_synced_at":"2025-12-30T22:07:02.229Z","repository":{"id":259183686,"uuid":"876476937","full_name":"adnaen/water-quality-analysis","owner":"adnaen","description":"End-to-end Ground Water Quality Prediction app using Streamlit.","archived":false,"fork":false,"pushed_at":"2024-12-16T17:10:05.000Z","size":25216,"stargazers_count":0,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-27T12:48:47.964Z","etag":null,"topics":["classification-model","machine-learing","matplotlib","notebook","numpy","pandas","plotly","python","sklearn","streamlit"],"latest_commit_sha":null,"homepage":"","language":"HTML","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/adnaen.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}},"created_at":"2024-10-22T03:18:02.000Z","updated_at":"2024-12-26T18:52:50.000Z","dependencies_parsed_at":"2025-01-23T17:38:14.750Z","dependency_job_id":"5387fa03-391e-4b3a-bdf4-9ca5778df710","html_url":"https://github.com/adnaen/water-quality-analysis","commit_stats":null,"previous_names":["adnaaaen/ground-water-quality-analysis","adnaaaen/water-quality-analysis","adnaen/water-quality-analysis"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/adnaen/water-quality-analysis","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/adnaen%2Fwater-quality-analysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/adnaen%2Fwater-quality-analysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/adnaen%2Fwater-quality-analysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/adnaen%2Fwater-quality-analysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/adnaen","download_url":"https://codeload.github.com/adnaen/water-quality-analysis/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/adnaen%2Fwater-quality-analysis/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":266364306,"owners_count":23917858,"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","status":"online","status_checked_at":"2025-07-21T11:47:31.412Z","response_time":64,"last_error":null,"robots_txt_status":null,"robots_txt_updated_at":null,"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":["classification-model","machine-learing","matplotlib","notebook","numpy","pandas","plotly","python","sklearn","streamlit"],"created_at":"2025-02-01T17:17:10.156Z","updated_at":"2025-12-30T22:07:02.171Z","avatar_url":"https://github.com/adnaen.png","language":"HTML","funding_links":[],"categories":[],"sub_categories":[],"readme":" \n[![Typing SVG](https://readme-typing-svg.demolab.com?font=Poppins\u0026weight=700\u0026size=40\u0026duration=3000\u0026pause=1500\u0026color=FFFFFF\u0026multiline=false\u0026repeat=true\u0026width=750\u0026height=100\u0026lines=Water+Quality+Prediction:;+An+End-to-End+ML+Application)]()\n\n\u003cdiv align=\"center\"\u003e\n\n\u003ca href='https://docs.streamlit.io/' target=\"_blank\"\u003e\u003cimg alt='' src='https://img.shields.io/badge/streamlit-100000?style=for-the-badge\u0026logo=\u0026logoColor=FFFFFF\u0026labelColor=000000\u0026color=000000'/\u003e\u003c/a\u003e\n\u003ca href='https://scikit-learn.org/stable/getting_started.html' target=\"_blank\"\u003e\u003cimg alt='' src='https://img.shields.io/badge/scikit_learn-100000?style=for-the-badge\u0026logo=\u0026logoColor=FFFFFF\u0026labelColor=000000\u0026color=000000'/\u003e\u003c/a\u003e\n\u003ca href='https://matplotlib.org/stable/index.html' target=\"_blank\"\u003e\u003cimg alt='' src='https://img.shields.io/badge/matplotlib-100000?style=for-the-badge\u0026logo=\u0026logoColor=FFFFFF\u0026labelColor=000000\u0026color=000000'/\u003e\u003c/a\u003e\n\u003ca href='https://dash.plotly.com/?_gl=1*jeuit8*_gcl_au*MzQwNDgwMjA2LjE3MzAzMTgxOTk.*_ga*MjE0Mjk4NDM3OC4xNzMwMzE4MjAw*_ga_6G7EE0JNSC*MTczNDM4NzE3NS42LjAuMTczNDM4NzE3NS42MC4wLjA.' target=\"_blank\"\u003e\u003cimg alt='' src='https://img.shields.io/badge/plotly-100000?style=for-the-badge\u0026logo=\u0026logoColor=FFFFFF\u0026labelColor=000000\u0026color=000000'/\u003e\u003c/a\u003e\n\u003ca href='https://pandas.pydata.org/docs/' target=\"_blank\"\u003e\u003cimg alt='' src='https://img.shields.io/badge/pandas-100000?style=for-the-badge\u0026logo=\u0026logoColor=FFFFFF\u0026labelColor=000000\u0026color=000000'/\u003e\u003c/a\u003e\n\u003ca href='https://numpy.org/doc/' target=\"_blank\"\u003e\u003cimg alt='' src='https://img.shields.io/badge/numpy-100000?style=for-the-badge\u0026logo=\u0026logoColor=FFFFFF\u0026labelColor=000000\u0026color=000000'/\u003e\u003c/a\u003e\n\u003c/div\u003e\n\n## Overview\n\nProject aims to assess and predict water quality in various regions. Utilizing machine learning techniques,\n\n## Workflow\n\n1. **Data Preprocessing**:\n2. **Exploratory Data Analysis (EDA)**:\n3. **Feature Engineering**\n4. **Data Transforming**\n5. **Model Development**:\n6. **Model Deployment**:\n\n\u003e [!WARNING]\n\u003e\n\u003e To run the project locally, make sure to execute the Streamlit app from the `app/` folder. Running it from a different location may result in errors.\n\n## Screenshot\n\n![Streamlit Screenshot](https://github.com/user-attachments/assets/0e942071-95db-4f42-bad2-61cc7b1f7dc5)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fadnaen%2Fwater-quality-analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fadnaen%2Fwater-quality-analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fadnaen%2Fwater-quality-analysis/lists"}