Python: Pandas Tutorial | Intro to DataFrames

Intro tutorial on how to use Python Pandas DataFrames (spread sheet) library. Intro to statistical data analysis and data science using array operations.
=======CONTENTS=======
0:00 Intro
2:45 ex1: hard-coded data to df
4:33 ex2: text file to df
5:22 ex3: print head, tail
6:06 ex4: get dtypes, index, columns, values
7:30 ex5: describe (statistical summary)
8:11 ex6: sort by a column
9:07 ex7: slicing rows & columns
12:59 ex8: filtering
14:14 ex9: assignment, add new column
17:23 ex10: rename columns
18:37 ex11: iterate a df
19:17 ex12: write to csv

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#Python #Pandas

[jackbauer]

4:40 Import file
6:10 Get data types, index, columns, values
7:30 Statistical summary
8:12 Sort
9:10 Slicing
13:00 Modifying
14:15 Assignment
17:30 Renaming columns
18:40 Iterate a dataframe
19:17 Write to csv

[mikepan]

One of the best videos on the subject out there. Simply explained and spot on. Many thanks.

[dgconnelly]

Fantastic walkthrough! I appreciate the time you put into this and the clarity of your explanations!

[muhammadumar]

Amazing tutorial!
I started as a beginner and now I felt the need to put a comment to help other learners to follow this amazing and super easy tutorial. Thanks man (y)

[swadhikarc]

Watching your video for the first time, and I'm a beginner to pandas. You've made it so simple for me to explore pandas. Thanks, Appreciate it!

[imtiazshahed]

concise, informative, well-explained with relevant examples make this tutorial a good start for the data science. thank you.

[aksharkottuvada]

Detailed and comprehensive explanation about pandas for beginners.
Thank you James!

[francoisfournier]

needed a crash course... this got me straight to the point. Thanks.

[ashvinparameswaran]

Great tutorial. So much goodness packed in with no time wasted. Well done.

[narendrar]

This video is very simple, precise and comprehensive. Thanks for posting this video, this is very useful!

[deeparaju]

Neatly explained with simple and clear instructions. Thank You.

[howardbjackson]

Great explanation. I really love the detail you put into your tutorials, thank you!

[jonass]

My GOD this video is gold! You made me understand Pandas :)

[rohansylvain]

Gets the point very quick! Awesome tutorial!

[goudaclark]

I almost didn't click this video because it was only 20 minutes and I'm about to begin a coding challenge using python/pandas for the first time. But this was super informative in a short amount of time. You can also listen to on 1.25 speed and easily follow along to shave a few minutes off.

[flyingsquirrel]

Exactly what I was looking for. Thanks, Joe! :D

[ericbecker]

This has been SO helpful, thank you for putting so much thought into breaking it all down to the basics without assuming previous knowledge for us beginners!

[mangobrother]

Brilliant presentation. Excellent teacher. Thank you, sir. Subscribed!

[vamsikasukurthi]

This is one heck of presentation tat can understandable for freshers easily

[midnight]

Thanks for this! I am starting a data science program and this was great!