https://www.analyticsvidhya.com/blog/2021/05/pandas-functions-13-most-important/

 https://www.analyticsvidhya.com/blog/2021/05/pandas-functions-13-most-important/

Probably pretty accurate list. 

1 Line of Python Code for Data Profiling

 https://towardsdatascience.com/1-line-of-python-code-for-data-profiling-660496883d8f

kind-of-amazing all-in-one data profiling package. 

11 Pandas Built-in Functions You Should Know

 https://towardsdatascience.com/11-pandas-built-in-functions-you-should-know-1cf1783c2b9

Good intro to the panda way of thinking

From Pandas-wan to Pandas-master

https://medium.com/unit8-machine-learning-publication/from-pandas-wan-to-pandas-master-4860cf0ce442
The pandas way

Minimal Pandas Subset for Data Scientists

https://towardsdatascience.com/minimal-pandas-subset-for-data-scientists-6355059629ae
the parts of pandas you really need

How to use Pandas the RIGHT way to speed up your code

https://towardsdatascience.com/how-to-use-pandas-the-right-way-to-speed-up-your-code-4a19bd89926d
let it loop and clean as it goes.

3 simple ways to handle large data with Pandas

https://towardsdatascience.com/3-simple-ways-to-handle-large-data-with-pandas-d9164a3c02c1
chunked, dropped and schemaed.

Did You Know Pandas Can Do So Much?

https://medium.com/fintechexplained/did-you-know-pandas-can-do-so-much-f65dc7db3051
Some of the highlights of Python Pandas.