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If you don't have it installed, follow the [uv installation guide](https://docs.astral.sh/uv/getting-started/installation/).\n\n```bash\n# Install dependencies and create virtual environment\nuv sync\n```\n\n## ✨ Linting and Formatting\n\nWe use `ruff` to keep the code clean and consistent.\n\n```bash\n# Run linter\nuv run ruff check .\n\n# Run formatter\nuv run ruff format .\n```\n\n## 📓 Run Jupyter\n\n```bash\nuv run jupyter lab\n```\n\n---\n\n## 📬 Contacts\n\n- [E-mail](profissionalf.andre@gmail.com)\n- [LinkedIn](https://www.linkedin.com/in/devfandre/)\n- [Portfolio](https://developer-felipe-andre.vercel.app/)\n- [YouTube](https://www.youtube.com/@thistate/)\n\n## References\n\n- [pandas exercises](https://github.com/guipsamora/pandas_exercises)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffandredev%2Fml-my-guide","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffandredev%2Fml-my-guide","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffandredev%2Fml-my-guide/lists"}