{"id":29907973,"url":"https://github.com/devbm7/deadshot-stats","last_synced_at":"2025-10-05T04:40:25.754Z","repository":{"id":303872215,"uuid":"1016956245","full_name":"devbm7/Deadshot-Stats","owner":"devbm7","description":"A Place where you can view the stats of deashot","archived":false,"fork":false,"pushed_at":"2025-08-09T18:09:53.000Z","size":6732,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-08-09T20:24:40.634Z","etag":null,"topics":["csv","datetime","pandas","pillow","plotly","postgresql","python","streamlit","supabase","supabase-db"],"latest_commit_sha":null,"homepage":"https://deadshot-stats.streamlit.app/","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/devbm7.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":"2025-07-09T19:43:16.000Z","updated_at":"2025-08-09T18:09:55.000Z","dependencies_parsed_at":"2025-07-10T06:54:13.785Z","dependency_job_id":"7861630b-9750-476f-80d7-3d56b946aafb","html_url":"https://github.com/devbm7/Deadshot-Stats","commit_stats":null,"previous_names":["devbm7/deadshot-stats"],"tags_count":6,"template":false,"template_full_name":null,"purl":"pkg:github/devbm7/Deadshot-Stats","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/devbm7%2FDeadshot-Stats","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/devbm7%2FDeadshot-Stats/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/devbm7%2FDeadshot-Stats/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/devbm7%2FDeadshot-Stats/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/devbm7","download_url":"https://codeload.github.com/devbm7/Deadshot-Stats/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/devbm7%2FDeadshot-Stats/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":269809466,"owners_count":24478541,"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":"2025-08-10T02:00:08.965Z","response_time":71,"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":["csv","datetime","pandas","pillow","plotly","postgresql","python","streamlit","supabase","supabase-db"],"created_at":"2025-08-01T23:16:22.402Z","updated_at":"2025-10-05T04:40:25.748Z","avatar_url":"https://github.com/devbm7.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Deadshot Stats Dashboard\n\nA very nice good comprehensive gaming analytics dashboard for tracking player performance, team dynamics, and match statistics.\n\n## 🎮 Game Modes Supported\n\n### Standard Modes\n- **Team**: Team-based matches with assists and team assignments\n- **FFA (Free-for-All)**: Individual performance tracking\n\n### Tag Collection Modes\n- **Confirm**: Tag collection mode where players drop tags when killed. The player with the most collected tags wins.\n- **Team Confirm**: Team-based tag collection where teams compete for the most total tags. The team with the most tags wins.\n\n## 🚀 Features\n\n### 📊 Analytics\n- **Player Performance**: K/D ratios, win rates, per-minute statistics\n- **Team Analysis**: Team chemistry, role analysis, formation performance\n- **Match History**: Timeline analysis, map performance, weapon usage\n- **Advanced Analytics**: Player evolution, performance clusters, streak analysis\n\n### 🎯 Tag Collection Features\n- **Tag Tracking**: Complete tag collection statistics for Confirm/Team Confirm modes\n- **Tag Leaderboards**: Track total tags and average tags per match\n- **Tag Performance**: Best match tags, tags per minute metrics\n- **Team Tag Analysis**: Team tag collection performance and win rates\n\n### 📈 Visualizations\n- Interactive charts and graphs\n- Performance trends over time\n- Team chemistry heatmaps\n- Player comparison radar charts\n\n### 🎮 Data Input\n- **AI-Powered Image Extraction**: Upload screenshots for automatic data extraction\n- **Manual Entry**: Direct data input with validation\n- **Bulk Import**: Support for CSV/Excel data import\n\n## 🛠️ Installation\n\n1. Clone the repository\n2. Install dependencies: `pip install -r requirements.txt`\n3. Set up environment variables (see Configuration section)\n4. Run the app: `streamlit run app.py`\n\n## ⚙️ Configuration\n\n### Required Environment Variables\n- `GEMINI_API_KEY`: For AI-powered image extraction\n- `SUPABASE_URL` and `SUPABASE_KEY`: For cloud data storage\n\n### Local Development\nCreate a `.streamlit/secrets.toml` file:\n```toml\n[gemini]\napi_key = \"your_gemini_api_key_here\"\n\n[supabase]\nurl = \"your_supabase_url_here\"\nkey = \"your_supabase_key_here\"\n```\n\n## 📊 Data Structure\n\nThe dashboard tracks the following metrics:\n- **Basic Stats**: Kills, deaths, assists, score, coins\n- **Tag Stats**: Tags collected (for Confirm/Team Confirm modes)\n- **Performance**: K/D ratios, win rates, per-minute metrics\n- **Technical**: Ping, weapon usage, map performance\n- **Team**: Team assignments, team performance, chemistry\n\n## 🎯 Tag Collection Mechanics\n\n### Confirm Mode\n- Players drop tags when killed\n- Other players can collect these tags\n- Winner is determined by total tags collected\n- Individual performance tracking\n\n### Team Confirm Mode\n- Same tag collection mechanics as Confirm\n- Teams compete for total team tags\n- Team with most combined tags wins\n- Includes team assists and coordination\n\n## 📈 Analytics Features\n\n### Player Analysis\n- Individual performance tracking\n- Tag collection efficiency\n- Performance evolution over time\n- Achievement tracking\n\n### Team Analysis\n- Team chemistry and synergy\n- Role-based analysis\n- Formation performance\n- Tag collection strategies\n\n### Advanced Features\n- Performance clustering\n- Streak analysis\n- Gaming session analysis\n- Predictive analytics\n\n## 🏆 Leaderboards\n\nMultiple leaderboard types including:\n- K/D Ratio\n- Total Kills\n- Win Rate\n- **Total Tags** (new)\n- **Average Tags per Match** (new)\n- And more...\n\n## 🔧 Technical Details\n\n- **Backend**: Python with Streamlit\n- **Data Storage**: CSV files with Supabase cloud backup\n- **AI Integration**: Google Gemini for image processing\n- **Visualizations**: Plotly for interactive charts\n- **Data Processing**: Pandas for analytics\n\n## 📝 Usage\n\n1. **Add Match Data**: Use the Data Input page to add new matches\n2. **View Analytics**: Explore player and team performance\n3. **Track Progress**: Monitor improvements over time\n4. **Compare Players**: Use comparison tools to analyze differences\n5. **Export Data**: Download statistics for external analysis\n\n## 🤝 Contributing\n\nContributions are welcome! Please feel free to submit pull requests or open issues for bugs and feature requests.\n\n## 📄 License\n\nThis project is licensed under the MIT License.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdevbm7%2Fdeadshot-stats","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdevbm7%2Fdeadshot-stats","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdevbm7%2Fdeadshot-stats/lists"}