How to plot CSV data using Matplotlib and Pandas in Python?

MatplotlibPythonData Visualization

To plot CSV data using Matplotlib and Pandas in Python, we can take the following steps −

  • Set the figure size and adjust the padding between and around the subplots.
  • Make a list of headers of the .CSV file.
  • Read the CSV file with headers.
  • Set the index and plot the dataframe.
  • To display the figure, use show() method.

Example

import pandas as pd
import matplotlib.pyplot as plt

plt.rcParams["figure.figsize"] = [7.50, 3.50]
plt.rcParams["figure.autolayout"] = True

headers = ['Name', 'Age', 'Marks']

df = pd.read_csv('student.csv', names=headers)

df.set_index('Name').plot()

plt.show()

Output

raja
Published on 04-Aug-2021 12:41:34
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