The intention behind this lab is that you will get familiar with the process of reading a dataset, and exploring the data a little through the pandas framework
Pandas documentation: https://pandas.pydata.org/docs/
You are done with this lab when you have managed to display a values counts of the data like so
-
Inspect the data for outliers or missing data with pandas functionality
-
the
.info()
and.describe()
dataframe functions can help you a lot with finding outliers in data -
The teacher might have forgotten to fill out all the grades! (Deal with Nan Values)
- Use the
.isna()
and.dropna()
functions to help with cleaning the data
- Use the
In the pandas documentation