DataScience Classroomnotes 26/Mar/2022

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

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