use seaborn.lineplot with hue year to plot data over different years in python

To use seaborn.lineplot with the hue parameter to plot data over different years in Python, you can follow these steps:

1. Import the necessary libraries:

main.py
import seaborn as sns
import matplotlib.pyplot as plt
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2. Load your data into a pandas DataFrame.

3. Use the seaborn.lineplot function to create the line plot, specifying the x and y parameters for the data columns to be plotted. Also, set the hue parameter to the year column in your dataset.

main.py
sns.set(style="darkgrid")  # Set the style of the plot
sns.lineplot(data=df, x="x_column", y="y_column", hue="year_column")
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4. Show the plot using plt.show():

main.py
plt.show()
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Make sure to replace "x_column", "y_column", and "year_column" with the actual column names from your dataset.

Here's an example of how the code should look:

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

# Load your data into a pandas DataFrame
df = ...

sns.set(style="darkgrid")  # Set the style of the plot
sns.lineplot(data=df, x="x_column", y="y_column", hue="year_column")

plt.show()  # Show the plot
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This will create a line plot with different colors representing different years in your dataset.