Observing categoricals
Remember from the previous exercise that:
- Ordinal variables have two or more categories which can be ranked or ordered
- Nominal variables have two or more categories which do not have an intrinsic order
In your dataset:
salaryis an ordinal variabledepartmentis a nominal variable
In this exercise, you're going to observe the categorical variables found in the previous exercise. To do that, first of all, you will import the pandas library and read the CSV file called "turnover.csv". Then, you will print the unique values of those variables.
Este ejercicio forma parte del curso
HR Analytics: Predicting Employee Churn in Python
Instrucciones del ejercicio
- Import
pandas(aspd) to read the data (this has already been done for you). - Read the
"turnover.csv"file and save it in a DataFrame calleddata. - Print the unique values of the
"department"column. - Print the unique values of the
"salary"column.
Ejercicio interactivo práctico
Prueba este ejercicio y completa el código de muestra.
# Import pandas (as pd) to read the data
import pandas as pd
# Read "turnover.csv" file and save it in a DataFrame called data
data = pd.read_csv(____)
# Print the unique values of the "department" column
print(data.____.____())
# Print the unique values of the "salary" column
print(data.____.____())