Pandas Data Frames Continued

• We will go through the complicated but also powerfile options for us to manipulate our DataFrame object.
• The first is apply() method
• In general sense, this method is used to apply a function to all elements within a DataFrame object.

Student Data set

• Read the csv file Refer Here

• Create a data frame from csv file and create a new attribute called as female_flag which should be True if female and False if male

• Refer Here for the notebook explored in the class

Data Visualization with Matplotlib and Seaborn

• To install conda install matplotlib
• The general convention is to use pyplot pacakge import matplotlib.pyplot as plt
• Refer Here for the visualizations added