Why I chose Python & Polars for Data Analysis

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[@JohnWatsonRooney]

To try everything Brilliant has to offer-free-for a full 30 days, visit brilliant.org/JohnWatsonRooney/ . You’ll also get 20% off an annual premium subscription.

[@moose304]

Nice video! As a someone that uses and loves Polars, you might consider adding Polars into the title/description...etc. (though I'm not YT algorithm expert) but in general, since Polars is newer there are currently fewer educational resources vs. Pandas and this is a really great walk through! Thanks for the great video!

[@JohnWatsonRooney]

Thanks - yeah good idea. I’m new to polars but I love it so far

[@allanribeiro7268]

Great content. I'm enjoying polars so far and I am happy to migrate to it.

[@bc4198]

Python: the tool of choice for people who will ever need to do something more than once 🐍🐍 Excel: the tool of choice for restrictive IT environments, where they wont let you have Python.

[@tmb8807]

Basically!

[@sajithjames4692]

Some guys will not move from excel/vba or microsoft env

[@IntellimedicsLLC]

Goolge Colab - Run Python in the browser. On Google's computers. No install or permissions needed. Just have to give all your data to Google 😧😧

[@crissydogg]

Just in time for lunch :)

[@tonymudau3005]

I feel you man

[@kebincui]

👍❤, Thanks for sharing

[@intercooler1983]

Why not only Power BI?

[@ButchCassidyAndSundanceKid]

Polars is good, like its cousin Pandas, they can only do simple queries, if you need to do some complicated joins, updates, you will need a proper RDBMS.

[@EgnachHelton]

I think Polars and Pandas are strictly more expressive than whatever complex queries RDBMS can do, but of course as a trade off they don't scale as well as proper relational databases.

[@bakasenpaidesu]

...

[@JohnDoe-bq5oo]

why do you always shill 7 different libraries?

[@bc4198]

Because it's reflective of how people use Python? Otherwise... "To learn more about the logic behind this, sign up now for Brilliant!" 😉😆