Plot data from a .txt file using matplotlib

MatplotlibPythonData Visualization

To plot data from .txt file using matplotlib, we can take the following steps −

  • Set the figure size and adjust the padding between and around the subplots.
  • Initialize empty lists for bar_names and bar_heights.
  • Open a sample .txt file in read "r" mode and append to bar's name and height list.
  • Make a bar plot.
  • To display the figure, use show() method.


from matplotlib import pyplot as plt

plt.rcParams["figure.figsize"] = [7.00, 3.50]
plt.rcParams["figure.autolayout"] = True

bar_names = []
bar_heights = []

for line in open("test_data.txt", "r"):
bar_name, bar_height = line.split()
bar_heights.append(bar_height), bar_heights)

"test_data.txt" contains the following data −

Javed  12
Raju   14
Rishi  15
Kiran  10
Satish 17
Arun   23


It will produce the following output

Updated on 21-Sep-2021 11:28:07