{ "info": { "author": "Vaughn Koch", "author_email": "code@datamode.com", "bugtrack_url": null, "classifiers": [ "Development Status :: 4 - Beta", "License :: OSI Approved :: Apache Software License", "Operating System :: OS Independent", "Programming Language :: Python", "Programming Language :: Python :: 3.6", "Programming Language :: Python :: 3.7", "Programming Language :: Python :: 3 :: Only", "Topic :: Scientific/Engineering :: Artificial Intelligence", "Topic :: Scientific/Engineering :: Visualization", "Topic :: Software Development :: User Interfaces", "Topic :: Utilities" ], "description": "# Datamode\n\n[Quickstart](https://datamode.readthedocs.io/en/latest/quickstart.html) |\n[Demo](http://bit.ly/datamode-live-demo) |\n[Documentation](https://datamode.readthedocs.io/en/latest/) |\n[Tutorial](https://datamode.readthedocs.io/en/latest/howtos/)\n\nDatamode is a free, open source tool to quickly build data science pipelines. Our Python data visualization and transformation tool runs directly in Jupyter Notebook. We help you:\n\n- Explore your data\n- Reshape your data\n- Deploy your data and models to production.\n\n## How will this help me?\n\nYou're a data scientist. You deal with messy datasets all the time. You often build custom dataviz to explore your data.\nYou spend countless hours building and rechecking your data transformation code so that your model is accurate.\n\nAlso, you usually have to ask Engineering to deploy your model, or worse, maintain the infrastructure yourself.\nWhen the pipeline or your model break down, you spend a lot of time diagnosing the problem with Engineering.\n\nDatamode can help you with all of that.\n\n## Try it out\n\nTry a live demo: .\n\nOr, go to [Quickstart](https://datamode.readthedocs.io/en/latest/quickstart.html) to try Datamode on your own data.\n\n\n## Quickstart\n\nYou can install Datamode with pip. After that, run the two bottom lines in Jupyter Notebook.\n\nFrom your command line:\n\n```\npip install -U datamode\njupyter notebook\n```\n\nIn your Jupyter notebook:\n\n```\n# Then run this code in Jupyter:\nfrom datamode.interface import quickshow\nquickshow('https://raw.githubusercontent.com/datamode/datasets/master/movies.csv')\n```\n\nNote: Datamode currently requires Python 3.6+ (64-bit). If you're having problems installing, see these pages:\n\n- [Install using pip](https://datamode.readthedocs.io/en/latest/quickstart.html#pip)\n- [Install using conda](https://datamode.readthedocs.io/en/latest/quickstart.html#conda)\n- [Create a Python 3.7 virtualenv](https://datamode.readthedocs.io/en/latest/quickstart.html#virtualenv)\n- [Check whether you're running 64-bit Python](https://datamode.readthedocs.io/en/latest/quickstart.html#64bit)\n\n\nExplore the dataset a little with Datamode, then try it on your own data.\n\n## Documentation\n\n- [Main Datamode documentation](https://datamode.readthedocs.io/)\n- [Quickstart](https://datamode.readthedocs.io/en/latest/quickstart.html)\n- [Tutorial](https://datamode.readthedocs.io/en/latest/howtos/)\n- [Transforms](https://datamode.readthedocs.io/en/latest/transforms.html)\n- [Datasources](https://datamode.readthedocs.io/en/latest/datasources.html)\n- [FAQ](https://datamode.readthedocs.io/en/latest/faq.html)\n\n\n## Feedback / Contributing\n\nIf you're trying out Datamode, we'd love to hear from you! We're especially interested in what's working/not working for you, and what's missing that you really need.\n\nEmail us: feedback@datamode.com.\n\nIf you want to contribute, see [Contributing](https://datamode.readthedocs.io/en/latest/contributing.html).\n\n\n", "description_content_type": "text/markdown", "docs_url": null, "download_url": "", "downloads": { "last_day": -1, "last_month": -1, "last_week": -1 }, "home_page": "https://www.datamode.com", "keywords": "datamode,dataviz,data science,data transformation,feature engineering,data prep,data preparation,data munging,data visualization", "license": "Apache 2.0", "maintainer": "", "maintainer_email": "", "name": "datamode", "package_url": "https://pypi.org/project/datamode/", "platform": "", "project_url": "https://pypi.org/project/datamode/", "project_urls": { "Documentation": "https://datamode.readthedocs.io/", "Homepage": "https://www.datamode.com", "Main website": "https://www.datamode.com", "Source": 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