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Python - Draw a Scatter Plot for a Pandas DataFrame
Scatter Plot is a data visualization technique. Use the plot.scatter() to plot the Scatter Plot. At first, Let us import the required libraries −
We have our data with Team Records. Set it in the Pandas DataFrame −
data = [["Australia", 2500],["Bangladesh", 1000],["England", 2000],["India", 3000],["Srilanka", 1500]] dataFrame = pd.DataFrame(data, columns=["Team","Rank_Points"])
Let us plot now with the columns −
dataFrame.plot.scatter(x="Team", y="Rank_Points")
Example
Following is the code −
import pandas as pd import matplotlib.pyplot as mp # our data data = [["Australia", 2500],["Bangladesh", 1000],["England", 2000],["India", 3000],["Srilanka", 1500]] # dataframe dataFrame = pd.DataFrame(data, columns=["Team","Rank_Points"]) # scatter plot the dataframe dataFrame.plot.scatter(x="Team", y="Rank_Points") # displaying scatter plot mp.show()
Output
This will produce the following output
Updated on: 30-Sep-2021
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