Seaborn – Strip Plot Visualization
Table Of Contents:
- What Is Strip Plot ?
- Where To Use Strip Plot ?
- Examples Of Strip Plot ?
(1) What Is Strip Plot ?
(2) Where To Use Strip Plot ?
(3) Examples Of Strip Plot ?
Example-1: Strip Plot of Fare Prices by Class
import seaborn as sns
import matplotlib.pyplot as plt
# Load Titanic dataset
titanic = sns.load_dataset("titanic")
# Create a strip plot for fare
sns.stripplot(data=titanic, x="class", y="fare", jitter=False)
plt.xlabel("Passenger Class")
plt.ylabel("Fare ($)")
plt.title("Strip Plot of Fare Prices by Class")
plt.show()
Example-2: Strip Plot with Jitter (Spreading Out Points)
import seaborn as sns
import matplotlib.pyplot as plt
# Load Titanic dataset
titanic = sns.load_dataset("titanic")
# Create a strip plot for fare
sns.stripplot(data=titanic, x="class", y="fare",jitter=True)
plt.xlabel("Passenger Class")
plt.ylabel("Fare ($)")
plt.title("Strip Plot of Fare Prices by Class")
plt.show()
Example-3: Combining Strip Plot with Box Plot
import seaborn as sns
import matplotlib.pyplot as plt
# Load Titanic dataset
titanic = sns.load_dataset("titanic")
# Create a strip plot for fare
sns.boxplot(data=titanic, x="class", y="fare")
sns.stripplot(data=titanic, x="class", y="fare", color="black", alpha=0.5)
plt.xlabel("Passenger Class")
plt.ylabel("Fare ($)")
plt.title("Strip Plot of Fare Prices by Class")
plt.show()
