using matplotlib plot values of different years using hue in python

To plot values of different years using hue in Python with matplotlib, you can use the seaborn library along with the lineplot function. Here's an example of how you can achieve this:

main.py
import pandas as pd
import seaborn as sns
import matplotlib.pyplot as plt

# Create a dataframe with year and value columns
data = pd.DataFrame({'year': [2010, 2011, 2012, 2013, 2014, 2015],
                     'value': [10, 15, 12, 20, 18, 25],
                     'group': ['A', 'A', 'B', 'B', 'C', 'C']})

# Plot the values of different years using hue
sns.lineplot(x='year', y='value', hue='group', data=data)

# Add title and labels
plt.title('Values of different years')
plt.xlabel('Year')
plt.ylabel('Value')

# Show the plot
plt.show()
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In this example, I've created a dataframe with columns for the year, value, and group. The hue parameter in sns.lineplot is used to differentiate the lines for different groups on the plot. Finally, we add a title, labels, and display the plot using plt.show().

Make sure you have seaborn and matplotlib installed in your Python environment before running this code. You can install them using the following commands:

main.py
pip install seaborn
pip install matplotlib
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Feel free to replace the data dataframe with your own data, and customize the plot as per your requirements.