Normalizing student grades against median
Normalizing student grades against median
Data Analysis Python Pandas Data Manipulation Normalization
You are given a dataframe containing student information, named df (shown below). Suppose you want to normalize each student's grade based on the group's median age.
| Age | Favorite Color | Grade | Name |
|---|---|---|---|
| 20 | blue | 88 | Willard Morris |
| 19 | blue | 95 | Al Jennings |
| 22 | yellow | 92 | Omar Mullins |
| 21 | green | 70 | Spencer McDaniel |
Write a function using Python Pandas that will add a new column to your dataframe containing a new grade normalized against the median age of the students.
Click here to view this problem in an interactive Colab (Jupyter) notebook.
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