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Create a Point plot with SeaBorn – Python Pandas
The seaborn.pointplot() is used to create a point plot. Let’s say the following is our dataset in the form of a CSV file − Cricketers.csv
At first, import the required 3 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\\Cricketers.csv")
Plotting point plot with Age and Weight column −
sb.pointplot(x =dataFrame["Age"], y = dataFrame["Weight"], data = dataFrame)
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\\Cricketers.csv") # plotting point plot with Age and Weight column sb.pointplot(x =dataFrame["Age"], y = dataFrame["Weight"], data = dataFrame) # label plt.ylabel("Weight (kgs)") # display plt.show()
Output
This will produce the following output −
Example
Let us see another example wherein we have set the hue parameter −
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\\Cricketers.csv") # plotting point plot with Age and Weight column # we have set the hue parameter as Role columns sb.pointplot(dataFrame['Age'],dataFrame['Weight'], hue=dataFrame['Role']) # label plt.ylabel("Weight (kgs)") # display plt.show()
Output
This will produce the following output −
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