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Stefanie Molin stefmolin

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Software Engineer | Speaker | Author of "Hands-On Data Analysis with Pandas"
854 followers Β· 4 following
  • @bloomberg
  • stefaniemolin.com
  • https://orcid.org/0009-0001-3359-3346
  • @StefanieMolin
  • in/stefanie-molin
  • @stefaniemolin.com

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Achievement: Pair Extraordinairex3Achievement: Starstruckx3Achievement: Pull Sharkx3Achievement: Arctic Code Vault Contributor

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Achievement: Pair Extraordinairex3Achievement: Starstruckx3Achievement: Pull Sharkx3Achievement: Arctic Code Vault Contributor

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stefmolin/README.md

Stefanie Molin

Github Sponsor Buy Me a Coffee Ko-Fi

I'm a software engineer, author, and international speaker who helps people of all levels improve their computer science and data science skills.

πŸ“œ My recent articles

  • Becoming a Core Developer
  • Mind Your Image Metadata
  • Pre-Commit Hook Creation Guide
  • A Behind-the-Scenes Look at How Pre-Commit Works
  • Common Pre-Commit Errors and How to Solve Them

πŸ‘©πŸ½β€πŸ« My open source workshops

  • Introduction to Data Analysis Using Pandas
  • Beyond the Basics: Data Visualization in Python
  • (Pre-)Commit to Better Code
  • Process, Analyze, and Transform Python Code with ASTs

πŸ“š My published books

  • Hands-On Data Analysis with Pandas (2nd edition) – also available in Korean and Simplified Chinese
  • Hands-On Data Analysis with Pandas (1st edition)

πŸ‘©πŸ½β€πŸ’» What I'm currently working on

  • stefmolin/ast-explore - Tool for exploring the AST of given Python source code. (1 day ago)
  • stefmolin/data-morph - Morph an input dataset of 2D points into select shapes, while preserving the summary statistics to a given number of decimal points through simulated annealing. It is intended to be used as a teaching tool to illustrate the importance of data visualization. (2 weeks ago)
  • stefmolin/pandas-workshop - An introductory workshop on pandas with notebooks and exercises for following along. Slides contain all solutions. (2 weeks ago)
  • stefmolin/python-data-viz-workshop - A workshop on data visualization in Python with notebooks and exercises for following along. Slides contain all solutions. (2 weeks ago)
  • stefmolin/data-morph-talk - Slides for my talk "Data Morph: A Cautionary Tale of Summary Statistics" (3 weeks ago)

πŸ”­ Latest releases I've contributed to

  • fastapi/sqlmodel (0.0.49, 1 day ago) - SQL databases in Python, designed for simplicity, compatibility, and robustness.
  • executablebooks/sphinx-design (v0.8.0, 2 days ago) - A sphinx extension for designing beautiful, screen-size responsive web components.
  • stefmolin/ast-explore (0.3.0, 3 weeks ago) - Tool for exploring the AST of given Python source code.
  • stefmolin/docstringify (2.0.1, 3 weeks ago) - Flag missing docstrings and, optionally, generate them from signatures and type annotations.
  • stefmolin/exif-stripper (1.3.1, 3 weeks ago) - An easy-to-use tool to ensure image metadata (EXIF) is removed.

My website X (formerly Twitter) Follow BlueSky Follow LinkedIn Badge

Pinned Loading

  1. Hands-On-Data-Analysis-with-Pandas-2nd-edition Hands-On-Data-Analysis-with-Pandas-2nd-edition Public

    Materials for following along with Hands-On Data Analysis with Pandas – Second Edition

    Jupyter Notebook 739 1.6k

  2. pandas-workshop pandas-workshop Public

    An introductory workshop on pandas with notebooks and exercises for following along. Slides contain all solutions.

    Jupyter Notebook 463 876

  3. stock-analysis stock-analysis Public

    Simple to use interfaces for basic technical analysis of stocks.

    Python 372 134

  4. python-data-viz-workshop python-data-viz-workshop Public

    A workshop on data visualization in Python with notebooks and exercises for following along. Slides contain all solutions.

    Jupyter Notebook 285 372

  5. data-morph data-morph Public

    Morph an input dataset of 2D points into select shapes, while preserving the summary statistics to a given number of decimal points through simulated annealing. It is intended to be used as a teach…

    Python 133 25

  6. exif-stripper exif-stripper Public

    An easy-to-use tool to ensure image metadata (EXIF) is removed.

    Python 37 6

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