{"id":24360139,"url":"https://github.com/ryancodingg/chatgpt-and-claude-usage-viz","last_synced_at":"2026-05-16T22:06:25.263Z","repository":{"id":272734218,"uuid":"917583421","full_name":"ryancodingg/chatgpt-and-claude-usage-viz","owner":"ryancodingg","description":"This project visualizes ChatGPT and Claude usage patterns by analyzing conversation data and generating heatmaps for daily activity. 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The analysis is based on scripts inspired by [Chip Huyen](https://lnkd.in/eexMWvt8)'s work, and aims to uncover trends in AI conversation frequencies over time.\n\n## Project Overview\n\nThe main goal of this project is to:\n- **Visualize daily ChatGPT and Claude conversation counts** in 2024 and 2025.\n- **Generate heatmaps** to identify peak activity times and trends in AI usage.\n- **Compare usage patterns** between two AI systems: ChatGPT and Claude.\n\nThe data is analyzed and transformed into daily activity counts, then visualized using heatmaps for easy interpretation.\n\n## Requirements\n\nTo run the project and reproduce the analysis, you need the following Python libraries:\n- `json`\n- `pytz`\n- `datetime`\n- `matplotlib`\n- `numpy`\n- `collections`\n\nYou can install these libraries using pip:\n\n```bash\npip install pytz matplotlib numpy\n```\n\n## Usage\n\n1. Clone the repository:\n   ```bash\n   git clone https://github.com/ryancodingg/chatgpt-and-claude-usage-viz\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fryancodingg%2Fchatgpt-and-claude-usage-viz","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fryancodingg%2Fchatgpt-and-claude-usage-viz","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fryancodingg%2Fchatgpt-and-claude-usage-viz/lists"}