Python for Data Analysis- Real World Pandas & Data Viz Project

In this tutorial, I cover core elements relating to data analysis with Python, such as:
Importing gold standard data analysis libraries- Pandas, Numpy, Seaborn, Matplotlib
Using sample Seaborn data
Checking for null values
Dropping columns in a Pythonic way
Adding percentage columns using lambda functions
Grouping and aggregating average values
Visualising our data with customised scatter plots and line of best fit
Enjoy!
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[@Adeyeye_seyison]

Sir James the genius,
I personally don't joke around your value adding contents...
Sir, keep up the great work...
We are learning from you!❤❤❤

[@MatadorSoftware]

I really appreciate the kind comment, as always, Seyison! But I’m even happier that you’ve got some value from another one of my tutorials! Thanks for watching!