{"id":28907609,"url":"https://github.com/mayanafazil/web-server-log-analysis","last_synced_at":"2026-04-15T21:31:13.865Z","repository":{"id":300150992,"uuid":"1005333048","full_name":"MayanaFazil/Web-Server-Log-Analysis","owner":"MayanaFazil","description":"This project is part of a take-home assignment provided by MapUp and involves analyzing the Calgary HTTP dataset, which contains one year's worth of HTTP request logs from the University of Calgary’s Computer Science web server.","archived":false,"fork":false,"pushed_at":"2025-06-20T04:58:58.000Z","size":1739,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-06-20T05:29:46.001Z","etag":null,"topics":["collections","datetime","gzip","https","jupyter-notebook","matplotlib-python","pandas","python310","seaborn"],"latest_commit_sha":null,"homepage":"https://youtu.be/evz7axWu-Bk?si=FzqvKbcJXvpcEde-","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/MayanaFazil.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":"2025-06-20T04:20:30.000Z","updated_at":"2025-06-20T05:03:57.000Z","dependencies_parsed_at":"2025-06-20T05:41:14.988Z","dependency_job_id":null,"html_url":"https://github.com/MayanaFazil/Web-Server-Log-Analysis","commit_stats":null,"previous_names":["mayanafazil/web-server-log-analysis"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/MayanaFazil/Web-Server-Log-Analysis","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MayanaFazil%2FWeb-Server-Log-Analysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MayanaFazil%2FWeb-Server-Log-Analysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MayanaFazil%2FWeb-Server-Log-Analysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MayanaFazil%2FWeb-Server-Log-Analysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/MayanaFazil","download_url":"https://codeload.github.com/MayanaFazil/Web-Server-Log-Analysis/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MayanaFazil%2FWeb-Server-Log-Analysis/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":279032462,"owners_count":26089384,"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":"2025-10-14T02:00:06.444Z","response_time":60,"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":["collections","datetime","gzip","https","jupyter-notebook","matplotlib-python","pandas","python310","seaborn"],"created_at":"2025-06-21T16:03:41.718Z","updated_at":"2025-10-15T00:40:30.638Z","avatar_url":"https://github.com/MayanaFazil.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"## 📄 Project Description\n\n**Webserver Log Analysis – MapUp Take-Home Assessment**\n\nThis project is part of a take-home assignment provided by MapUp and involves analyzing the **Calgary HTTP dataset**, which contains one year's worth of HTTP request logs from the University of Calgary’s Computer Science web server.\n\nThe goal is to process, clean, and analyze real-world Apache server logs using Python, demonstrating data handling, pattern discovery, and insight generation skills.\n\n### 📚 Dataset Information\n\n- **Source**: Confidential data(Available for assigmnent only from company)\n- **Format**: Apache Common Log Format (one HTTP request per line)\n- **Size**: ~52 MB uncompressed\n- **Fields**: Host, Timestamp, Filename, HTTP Status Code, Bytes Transferred\n\n### 🧪 Assessment Tasks Overview\n\nThe project includes:\n- **Data Loading and Cleaning**\n  - Decompress `.gz` file\n  - Parse timestamps and extract useful fields\n  - Handle malformed or missing entries\n- **Analysis Tasks**\n  - Total log records\n  - Unique host count\n  - Daily unique filename counts\n  - HTTP 404 error analysis\n  - Bandwidth usage per day (July 1995)\n  - Hourly traffic distribution\n  - Most requested files\n  - Status code distribution\n\n### 🛠️ Tools Used\n\n- Python 3.10\n- Jupyter Notebook\n- Libraries: `pandas`, `datetime`, `collections`, `gzip`, `matplotlib` (if visualization added)\n\nThis analysis demonstrates real-world log parsing and data exploration skills aligned with backend monitoring, performance evaluation, and anomaly detection.\n\n\u003e ⚠️ Note: This repository is based on a **confidential assignment**. Shared here only for educational and portfolio purposes, **do not redistribute the dataset**.\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmayanafazil%2Fweb-server-log-analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmayanafazil%2Fweb-server-log-analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmayanafazil%2Fweb-server-log-analysis/lists"}