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imightbemary's profile
Katie Bauer!
Katie Bauer!
Katie Bauer!
@imightbemary

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Katie Bauer!

@imightbemary

Wrong but useful. Working @Twitter, tweeting about data science and people management. "Wait, it's all her views?" 🌎 👨‍🚀🔫👨‍🚀 "Always has been"

Joined September 2010

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    1. Katie Bauer!‏ @imightbemary 10 Sep 2020

      Katie Bauer! Retweeted Randy Au  🙃

      As someone who actually kinda likes data munging, I agree. Cleaning is part of EDA. What I suspect most people don't like about data cleaning is repetition (which can be scripted away) and opaque errors in your tooling (which is not a problem with data cleaning in and of itself).https://twitter.com/Randy_Au/status/1304121716831064065 …

      Katie Bauer! added,

      Randy Au  🙃 @Randy_Au
      Writing this thing, I'm coming to an epiphany: Data Cleaning *IS* Analysis People call it a separate step that's a giant time sink that we should automate all of it away so we hit DS productivity nirvana. Increasingly seems dangerous and futile.
      Show this thread
      1 reply 0 retweets 11 likes
    2. This Tweet is unavailable.
    3. Katie Bauer!‏ @imightbemary 10 Sep 2020
      Replying to @Mike_Kaminsky

      Pandas actually has a bunch of really nice utilities built into it, they're just impossible to find. IMO it suffers from fragmentation, but it is an open source project and incredible for what it is

      1 reply 0 retweets 0 likes
    4. Katie Bauer!‏ @imightbemary 10 Sep 2020
      Replying to @imightbemary @Mike_Kaminsky

      But to your point, it doesn't change the fact that software engineering is not the area expertise of most DS. That's not what they're hired to do, not what they want to do, and not how they're best positioned to add value.

      0 replies 0 retweets 0 likes
    5. This Tweet is unavailable.
    6. Katie Bauer!‏ @imightbemary 10 Sep 2020
      Replying to @Mike_Kaminsky

      Always good to dream! I'm more fluent in Python than R, but whenever I switch over to R world, I always marvel at how R is stats and analysis first. When it comes to the world of DS, Python certainly lives up to its reputation as the second best language for everything

      0 replies 0 retweets 3 likes
    7. This Tweet is unavailable.
      Katie Bauer!‏ @imightbemary 10 Sep 2020
      Replying to @Mike_Kaminsky

      For sure, and you see a lot of data analysis tools in Python trying to copy it. pandas is basically an attempt at porting data.frames, statsmodels takes R-style formulas, seaborn is ggplot...

      4:40 PM - 10 Sep 2020
      • 1 Retweet
      • 1 Like
      • Python for Data Science
      0 replies 1 retweet 1 like

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