{"id":20196398,"url":"https://github.com/sohhamseal/help-me-with-my-data","last_synced_at":"2026-03-19T14:29:59.994Z","repository":{"id":236450366,"uuid":"792636537","full_name":"SohhamSeal/Help-me-with-my-data","owner":"SohhamSeal","description":"A website to help users view, verify and modify data for preprocessing and apply various classical ML algorrithms","archived":false,"fork":false,"pushed_at":"2024-05-01T12:50:42.000Z","size":186,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-03T08:14:15.580Z","etag":null,"topics":["correlation-analysis","data-transformation","data-visualization","descriptive-analysis","exploratory-data-analysis","k-means-clustering","regression-analysis"],"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/SohhamSeal.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":"2024-04-27T06:09:32.000Z","updated_at":"2024-05-01T12:50:45.000Z","dependencies_parsed_at":"2024-11-14T07:15:15.402Z","dependency_job_id":null,"html_url":"https://github.com/SohhamSeal/Help-me-with-my-data","commit_stats":null,"previous_names":["sohhamseal/simulate-a-little-help","sohhamseal/help-me-with-my-data"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/SohhamSeal/Help-me-with-my-data","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SohhamSeal%2FHelp-me-with-my-data","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SohhamSeal%2FHelp-me-with-my-data/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SohhamSeal%2FHelp-me-with-my-data/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SohhamSeal%2FHelp-me-with-my-data/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SohhamSeal","download_url":"https://codeload.github.com/SohhamSeal/Help-me-with-my-data/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SohhamSeal%2FHelp-me-with-my-data/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":279016088,"owners_count":26085802,"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":"2025-10-13T02:00:06.723Z","response_time":61,"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":["correlation-analysis","data-transformation","data-visualization","descriptive-analysis","exploratory-data-analysis","k-means-clustering","regression-analysis"],"created_at":"2024-11-14T04:23:51.588Z","updated_at":"2025-10-13T16:34:22.821Z","avatar_url":"https://github.com/SohhamSeal.png","language":"HTML","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Help me with my data\n\nWelcome to the \"Help me with my data\" project! This web development endeavor aims to provide a user-friendly platform for data preprocessing, analysis, and basic Exploratory Data Analysis (EDA). Whether you're new to data science or a seasoned practitioner, this tool will assist you in efficiently preparing your dataset and gaining valuable insights.\n\n## About the Simulator\n\nThe simulator offers a seamless experience for data preprocessing and analysis. Here's what you can expect:\n\n1. **Data Input:**\n   - Upload an Excel or CSV file for automatic configuration of the dataset.\n   - Alternatively, opt for manual entry, providing the number of rows, columns, and entering values individually.\n\n2. **Data Overview:**\n   - After data input, view a comprehensive overview of your dataset, displaying all columns and rows in a page view format.\n\n3. **Data Transformation:**\n   - Utilize the transform option to clean and preprocess your data efficiently.\n     - Replace missing or incorrect values.\n     - Options include:\n       - series mean,\n       - series median,\n       - nearby points mean (based on a user-defined hyperparameter),\n       - nearby points median,\n       - interpolation (coming soon).\n\n4. **Analysis:**\n   - Choose dependent and independent variables to proceed with the analysis.\n   - Options include:\n     - Descriptive analysis:\n         - frequency,\n         - mean,\n         - standard deviation, and\n         - Interquartile Range (IQR) values.\n     - Correlations: Examine correlations within the entire dataset or a subset of columns.\n     - Regression: Perform linear regression analysis.\n     - Clustering: Utilize K-means clustering with customizable parameters such as distance metrics (e.g., Euclidean, Manhattan, \u003cadd more here\u003e).\n\n## 🖼️ Screenshots\n\n[Placeholder for screenshots]\n\n---\n\nWith \"Help me with my data,\" you can streamline your data preprocessing workflow and gain valuable insights from your datasets. Get started today and unlock the power of your data! 🚀\n\nIf you have any questions, feedback, or suggestions, feel free to reach out. Happy analyzing! 📈\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsohhamseal%2Fhelp-me-with-my-data","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsohhamseal%2Fhelp-me-with-my-data","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsohhamseal%2Fhelp-me-with-my-data/lists"}