{"id":30745247,"url":"https://github.com/danielhasan1/ad-attribution-system","last_synced_at":"2025-09-04T03:07:08.623Z","repository":{"id":309225800,"uuid":"1035506310","full_name":"danielhasan1/ad-attribution-system","owner":"danielhasan1","description":null,"archived":false,"fork":false,"pushed_at":"2025-08-17T18:06:28.000Z","size":21,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-08-17T20:21:55.090Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","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/danielhasan1.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":"2025-08-10T14:45:50.000Z","updated_at":"2025-08-17T18:06:31.000Z","dependencies_parsed_at":"2025-08-10T18:23:04.796Z","dependency_job_id":null,"html_url":"https://github.com/danielhasan1/ad-attribution-system","commit_stats":null,"previous_names":["danielhasan1/ad-attribution-system"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/danielhasan1/ad-attribution-system","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/danielhasan1%2Fad-attribution-system","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/danielhasan1%2Fad-attribution-system/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/danielhasan1%2Fad-attribution-system/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/danielhasan1%2Fad-attribution-system/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/danielhasan1","download_url":"https://codeload.github.com/danielhasan1/ad-attribution-system/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/danielhasan1%2Fad-attribution-system/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273544118,"owners_count":25124360,"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":"2025-09-04T02:00:08.968Z","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":[],"created_at":"2025-09-04T03:07:04.776Z","updated_at":"2025-09-04T03:07:08.609Z","avatar_url":"https://github.com/danielhasan1.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Ad Attribution System\n\nA production-grade data engineering solution for multi-channel advertising attribution and budget optimization.\n\n## Problem Statement\n\nMarketing teams waste 30-50% of ad budgets on underperforming channels due to lack of proper attribution modeling. This system provides real-time attribution analysis and automated budget reallocation recommendations.\n\n## Architecture\n\n- **Data Sources**: Facebook Ads API, Google Ads API\n- **Processing**: Real-time ETL pipelines with Apache Airflow\n- **Storage**: PostgreSQL for structured data, optimized for analytics queries\n- **Attribution**: Multi-touch attribution models (Last-touch, First-touch, Linear, Markov Chain)\n- **Visualization**: Real-time dashboards with actionable insights\n\n## Features\n\n- Multi-channel data ingestion (Facebook, Google Ads)\n- Real-time attribution modeling\n- Budget optimization recommendations\n- Performance monitoring and alerting\n- Interactive analytics dashboard\n\n## Tech Stack\n\n- **Language**: Python 3.9+\n- **Database**: PostgreSQL 17\n- **ETL**: Apache Airflow, Pandas\n- **APIs**: Facebook Marketing API, Google Ads API\n- **Dashboard**: Streamlit\n- **Deployment**: Docker\n\n## Setup\n\n```bash","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdanielhasan1%2Fad-attribution-system","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdanielhasan1%2Fad-attribution-system","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdanielhasan1%2Fad-attribution-system/lists"}