Descriptive Statistics:
In EDA, descriptive statistics help us understand the central tendency, variability, and distribution of the data. Pandas provides functions like mean()
, median()
, std()
, and hist()
to easily calculate and visualize these statistics.
# Calculating mean and median
print(data.mean())
print(data.median())
# Calculating standard deviation
print(data.std())
# Plotting a histogram
data['column'].hist()
plt.show()