Indexes in Pandas | Python Pandas Tutorials

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In this series we will be walking through everything you need to know to get started in Pandas! In this video, we learn about Indexing in Pandas.

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0:00 Intro
0:34 Import Pandas and Read DataFrame
1:12 Index
1:45 Changing the Index
2:47 Reset Index
3:14 Setting Index
4:11 Searching through an Index
5:42 Multi Index
6:44 Sort Index
8:51 Searching through Multi Index
10:25 Outro

*All opinions or statements in this video are my own and do not reflect the opinion of the company I work for or have ever worked for*

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Your SQL tutorial project helped me in getting my first job! I have no words to thank you, I was struggling financially. Keep up the great work!!!

henriqueleijoto

Just as a quick tip:

to see the drop down options inside the parenthesis you have to use: "Shift" +"Tab" and slightly place the cursor in the bottob half of the parenthesis.

MrMikeymontemayor

I have always struggled with filtering in pandas because the way it works is so different from that in other languages which I am familiar with. Thank you for making this video which is an excellent summary of the possibilities that I can refer to when I need to filter my data.

leucam

df.xs('Australia', level='Country') met cross section kan je op land zoeken zonder continent te specifieren, geweldige serie, alles gevolgd tot nu toe. Je tempo is top, niet te snel niet te langszaam

kevindeschepper

10:35 Actually sort_index() also has an 'inplace' parameter (similar to set_index()). You have to set inplace=True for the underlying integer index to change to the new order. Executing df.iloc[1] after setting inplace=True for sort_index() will give Angola as the output.

gphanisrinivasful

Another great video! I'm SO EXCITED that I've made it this far through your bootcamp series. Also, super happy that I finally get to learn about Pandas! I can't wait to finish this series and start on your Analyst Builder courses! :) As always, THANK YOU ALEX!!

sj

I just told my entire family that i learned how to do power bi because of you! Told them also to subscribe!!

tedanthonytarona

Thank you for helping me understand iloc!

DreaSimply

8:18 Do notice that Alex changes it quickly to ROWS and not COLUMNS, he shows the max rows of the table.

nimrod

Please, teach us how to clean data with pandas Great channel!!🤓

carolwrezende

Hi Alex, I just came across your channel. Amazing. I just started doing YouTube myself in the last year or so. Was wondering if you have some tips on how you were able to build such a massive channel in just a few short years?

jellymaneducation

Hi Alex, you mentioned that iloc didn't work in multi-index but as I practice it was not working since we didn't save the changes after sorting multi-indexes.

muhammadsaadmalik

Hi Alex - it would be amazing if you did a deep dive on the new Seaborn Objects API. I personally tried it and think it is the future of Python visualization. Amazing video as always!

simhz