Did the cat eat your CSV file? Did it eat only every third record?

In this talk, we will talk about the different patterns of missing data and what are the best practices for handling each. In addition, we will show how to visualize missing data as part of our data exploration phase to understand our data better.

As python is the leading programing language for data scientists and data analysts, we will use pandas, missingno, scikit-learn and other tools to demonstrate those ideas and explore the data.