4 Pandas Functions That I Wish I Knew Earlier

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ะŸะพะบะฐะทะฐั‚ัŒ ะพะฟะธัะฐะฝะธะต

๐——๐—˜๐—ฆ๐—–๐—ฅ๐—œ๐—ฃ๐—ง๐—œ๐—ข๐—ก
โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€
In this video, I'm going to share with you 4 Pandas functions that I wish I knew earlier. These functions will make data analysis much easier and faster for you!

Download the Jupyter Notebook here:

๐—ง๐—ข๐—ข๐—Ÿ๐—ฆ ๐—”๐—ก๐—— ๐—ฅ๐—˜๐—ฆ๐—ข๐—จ๐—ฅ๐—–๐—˜๐—ฆ
โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€

๐—–๐—ข๐—ก๐—ก๐—˜๐—–๐—ง ๐—ช๐—œ๐—ง๐—› ๐— ๐—˜
โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€

โ˜• ๐—•๐˜‚๐˜† ๐—บ๐—ฒ ๐—ฎ ๐—ฐ๐—ผ๐—ณ๐—ณ๐—ฒ๐—ฒ?
ะ ะตะบะพะผะตะฝะดะฐั†ะธะธ ะฟะพ ั‚ะตะผะต
ะšะพะผะผะตะฝั‚ะฐั€ะธะธ
ะะฒั‚ะพั€

*Let me know which function was new for you, or even better, share your favourite pandas trick in the comments.*

CodingIsFun
ะะฒั‚ะพั€

The query function is new to me. It is similar to applying filters on the database, but definitely faster for generating results. Thank you for sharing!

YYZ
ะะฒั‚ะพั€

short and straight to the point. need more of these 4 min tips! thank you

cryptomugen
ะะฒั‚ะพั€

Wow! What a revelation! Great video! I think this format deserves a whole playlist!

whatisagoodusernamehere
ะะฒั‚ะพั€

Thanks! This is great. I was often frustrated heavy boolean filtering. Now I ll use the query method!

boris
ะะฒั‚ะพั€

Fantastisch! Kurz und sehr informativ!

I've been using Pandas for a few months now and everything in this except groupby() was new to me. I can't believe I've watched two Pandas tutorials and this is the first time I've learned about query().

sawyernd
ะะฒั‚ะพั€

That was Thank you so much! Your videos are truly meaningful! โค๏ธโค๏ธโค๏ธ

Asparuh.Emilov
ะะฒั‚ะพั€

Another great video. ๐Ÿ‘ Flatten the multiindex and the cut func are new to me. Will serve me well! Thank you!

sandrakyoutube
ะะฒั‚ะพั€

Never used cut before. Definitely a time saver if you need sub categories

andybecker
ะะฒั‚ะพั€

Great tips, thanks! I was making many of these things the "Hard way "

MrChristian
ะะฒั‚ะพั€

Great video. Query was new to me and Iโ€™ll definitely put it to work.

torque
ะะฒั‚ะพั€

Thank you for some very useful tips. I didn't know of the nlargest & nsmallest functions so thanks for sharing those

zak_
ะะฒั‚ะพั€

Thank you very much! If you are looking for ideas, please do video about advanced combinations of groupby function and other methods.
Anyway, thank you for short description in this video too :)

marsshakirov
ะะฒั‚ะพั€

Thank you so much!

Gotta go use the nlargest right now! It solves a problem that I have at the moment.

SantoRedentor
ะะฒั‚ะพั€

Didnโ€™t know nsmallest and nlargest, along with cut. Great vid, thanks!

Wilhuf
ะะฒั‚ะพั€

wow, query() is completly new for me, awesome, thanks

gitgosc
ะะฒั‚ะพั€

Really helpful. Gonna save my hours of hard work :")

upalkundu
ะะฒั‚ะพั€

These are the same functions i was feeling i needed to learn to get the function i needed

StalkedHuman
ะะฒั‚ะพั€

thanks a lot. very useful. You also showed the old way.

userhandle-ub
ะะฒั‚ะพั€

Amazing work! Thank you! I love your videos! Your videos have made my life easier. Most functions were new to me.

mazkaibil