How can I create a line plot using Matplotlib and Pandas?
You can create a line plot by using the plot()
function from Matplotlib after loading your data into a Pandas DataFrame. Would you like a code example?
Yes, please provide a code example.
Sure! Here's a simple example:
import pandas as pd
import matplotlib.pyplot as plt
# Sample data
data = {'x': [1, 2, 3, 4, 5], 'y': [2, 3, 5, 7, 11]}
df = pd.DataFrame(data)
# Create a line plot
plt.plot(df['x'], df['y'])
plt.title('Line Plot Example')
plt.xlabel('X-axis')
plt.ylabel('Y-axis')
plt.show()
What if I want to customize the plot with colors and markers?
You can customize the plot by adding parameters to the plot()
function. For example:
plt.plot(df['x'], df['y'], color='red', marker='o')
This will change the line color to red and add circular markers at each data point.
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