Data Visualization

Question 1

Lib needed for data visualization

Answer 1

Import matplotlib.pyplot as plt
Import seaborn as sns

Question 2

How to draw histogram chart for all columns in pandas data frame?

Answer 2

For i in df.Columns
sns.histplot(data=df,x=i)

Question 3

How to draw scatterplot chart for all columns in pandas data frame?

Answer 3

For i in df.Columns
sns.scatterplot(data=df,x=i)

Question 4

How to draw correlation chart for all columns in pandas data frame?

Answer 4

sns.heatmap(df.corr(),annot=True)
plt.show()