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Python - Draw a single horizontal swarm plot with Seaborn
Swarm Plot in Seaborn is used to draw a categorical scatterplot with non-overlapping points. The seaborn.swarmplot() is used for this. Let’s say the following is our dataset in the form of a CSV file − Cricketers2.csv
At first, import the required libraries −
import seaborn as sb import pandas as pd import matplotlib.pyplot as plt
Load data from a CSV file into a Pandas DataFrame −
dataFrame = pd.read_csv("C:\Users\amit_\Desktop\Cricketers2.csv")
Plotting swarm plot with the “Matches” column −
sb.swarmplot(x = dataFrame["Matches"])
Example
Following is the code −
import seaborn as sb import pandas as pd import matplotlib.pyplot as plt # Load data from a CSV file into a Pandas DataFrame dataFrame = pd.read_csv("C:\Users\amit_\Desktop\Cricketers2.csv") # setting theme sb.set_theme(style="whitegrid") # plotting swarm plot with Matches sb.swarmplot(x = dataFrame["Matches"]) # display plt.show()
Output
This will produce the following output −
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