Pandas iloc, loc and Dataframes - Beginner Python Pandas Tutorial #1 (interactive python notebook)

Published: 23 May 2020
on channel: StrataScratch

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This is beginner Python Pandas tutorial #1 and in this video, we walk through Pandas iloc, loc and Dataframes. We start with the basics and fundamentals of Pandas by introducing one-dimensional Pandas dataframes -- Series. Then we’ll go over creating multi-dimensional Pandas Dataframes. Lastly, we’ll talk about how to select subsets of data from a dataframe using indexers like loc and iloc.

Documentation can be found here:
Pandas Series: https://pandas.pydata.org/pandas-docs...
Pandas DataFrame: https://pandas.pydata.org/pandas-docs...
Indexer: loc: https://pandas.pydata.org/pandas-docs...
Indexer: iloc: https://pandas.pydata.org/pandas-docs...

Let me know if you have any questions and please offer feedback on how I can improve to help you better.

If you enjoyed this video, please throw in a like and subscribe to my channel. I’ll be posting a lot more videos on data science concepts that cover all things python and SQL.

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Follow along interactively and execute code with me as I walk through the concepts!

Python notebook used in the video: https://bit.ly/3bYmHgQ

After watching the video, test yourself with our python exercises: https://bit.ly/3c0A5RI

Python exercises with solutions: https://bit.ly/36xaP4E

Here’s help on how to run a python notebook using Google Colabs: https://bit.ly/2YXKR8o

Much of the content was adapted from the book and GitHub of Jake VanderPlas’s Python Data Science Handbook: https://jakevdp.github.io/PythonDataS...
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