Please Provide a master checklist for EDA. I Know every step is not required for every dataset I will omit those when required.
- Check the shape of the data frame.
- Check for null values.
- Convert the variables into appropriate datatypes if there is a mismatch.
- Check for the frequency of different classes in case of a categorical variable.
- Check for distribution of continuous variables
- Check for correlation.
- Frame questions on the data set and try to answer them using calculations and plots.