{"id":28443278,"url":"https://github.com/farhad-here/height-distribution-analysis","last_synced_at":"2026-04-13T23:32:45.325Z","repository":{"id":297423844,"uuid":"995312355","full_name":"farhad-here/height-distribution-analysis","owner":"farhad-here","description":"Statistical comparison of height distributions in two groups using mean, standard deviation, and boxplots.","archived":false,"fork":false,"pushed_at":"2025-06-05T11:01:50.000Z","size":162,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-06-29T12:39:18.652Z","etag":null,"topics":["coefficient-of-variation","data-analysis","interquartile-ranges","matplotlib","mean","numpy","python","scipy","standard-deviation","variance"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/farhad-here.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}},"created_at":"2025-06-03T09:39:34.000Z","updated_at":"2025-06-05T11:01:52.000Z","dependencies_parsed_at":"2025-06-05T11:44:31.780Z","dependency_job_id":"c9dc8267-36ab-4037-ab12-a32fa2cbae27","html_url":"https://github.com/farhad-here/height-distribution-analysis","commit_stats":null,"previous_names":["farhad-here/height-distribution-analysis"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/farhad-here/height-distribution-analysis","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/farhad-here%2Fheight-distribution-analysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/farhad-here%2Fheight-distribution-analysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/farhad-here%2Fheight-distribution-analysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/farhad-here%2Fheight-distribution-analysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/farhad-here","download_url":"https://codeload.github.com/farhad-here/height-distribution-analysis/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/farhad-here%2Fheight-distribution-analysis/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31775813,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-13T20:17:16.280Z","status":"ssl_error","status_checked_at":"2026-04-13T20:17:08.216Z","response_time":93,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":["coefficient-of-variation","data-analysis","interquartile-ranges","matplotlib","mean","numpy","python","scipy","standard-deviation","variance"],"created_at":"2025-06-06T07:11:05.465Z","updated_at":"2026-04-13T23:32:45.307Z","avatar_url":"https://github.com/farhad-here.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Height Distribution Analysis\n\nThis project analyzes the **height distribution** of two synthetic groups (A and B) based on normal distributions.\n\n---\n\n## 📊 Problem Statement\n\n- **Group A:** Heights follow a normal distribution with a mean of 175 cm and a standard deviation of 5 cm.\n- **Group B:** Heights follow a normal distribution with a mean of 170 cm and a standard deviation of 15 cm.\n\nWe randomly generate 100 height values for each group and analyze:\n\n- Mean and standard deviation\n- Boxplots to visualize spread and outliers\n- Which group has greater variability?\n\n---\n\n## 📎 Objectives\n\n- Generate height data for each group\n- Calculate:\n  - Mean\n  - Standard Deviation\n  - variance\n  - Range\n  - Interquartile Range\n  - Coefficient of Variation\n- Plot boxplots\n- Interpret the results\n\n---\n# Group_A:\n-       Mean: 174.48\n-       Standard Deviation: 4.52 \n-       variance: 20.413054867346467 \n-       Range: 43.042959152030306 \n-       Interquartile Range: \n        5.034288612542554 \n-       Coefficient of Variation: \n        0.00025894434958140586\n# Group_B:\n-       Mean: 170.33 \n-       Standard Deviation: 14.23 \n-       variance: 202.58767172028197 \n-       Range: 69.58410572832992 \n-       Interquartile Range: \n        20.15746456230474 \n-       Coefficient of Variation:\n        0.0008356101587277632\n\n# 🧰 Requirements\n- Python 3.x\n\n- NumPy\n\n- Matplotlib\n- scipy\nInstall required libraries:\n\n```bash\npip install numpy matplotlib scipy\n```\n\n🧑‍💻 Author\nMade with ❤️ by FarhadGhaherdoost","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffarhad-here%2Fheight-distribution-analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffarhad-here%2Fheight-distribution-analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffarhad-here%2Fheight-distribution-analysis/lists"}