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Python - Density Plots with Pandas for a specific attribute
We will use plot.density() to density plot on a Dataset in the form of a csv file. Let’s say the following is our dataset − Cricketers2.csv
At first, import the required libraries −
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 the density plot. Attribute considered is "Age" −
dataFrame.Age.plot.density(color='green')
Example
Following is the complete code −
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 the density plot
# attribute considered is "Age"
dataFrame.Age.plot.density(color='green')
plt.title('Density plot = Age')
plt.show()Output
This will produce the following output −
Updated on: 04-Oct-2021
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