Examining tc, ldl, and hdl
The diabetes dataset, dia, will be used as the real-world example for both this chapter and the next. Proper data exploration is a foundation for performing effective Monte Carlo simulations, so you'll continue exploring the data in the exercises!
In this exercise, you'll focus on three variables: tc, ldl, and hdl. The dia DataFrame has been loaded for you.
The following libraries have been imported for you: pandas as pd, numpy as np, matplotlib.pyplot as plt, and seaborn as sns.
Deze oefening maakt deel uit van de cursus
Monte Carlo Simulations in Python
Oefeninstructies
- Use the
pairplot()function inseabornto visually examine the relationship between the columnstc,ldl, andhdlindia(specified in that order). - Use the
.corr()method frompandasto measure the correlation coefficients betweentc,ldl, andhdlindia(specified in that order).
Praktische interactieve oefening
Probeer deze oefening eens door deze voorbeeldcode in te vullen.
# Create a pairplot of tc, ldl, and hdl
____(dia[[____]])
plt.show()
# Calculate correlation coefficients
print(____)