3-variable Lineplot
With the help of the seaborn, we can view the dynamics of the population, for example, relative to each season during 10 years by adding the third variable to our lineplot.
To initialize a lineplot based on the pandas DataFrame, you need to input at least 4 parameters: x, y (columns-markers for the plot), hue (the third variable), and data (the DataFrame containing the data).
Look at the code below!
12345678910111213# Importing libraries needed import seaborn as sns import matplotlib.pyplot as plt import pandas as pd # Reading the file df = pd.read_csv('https://codefinity-content-media.s3.eu-west-1.amazonaws.com/c5b4ea8f-8a30-439f-9625-ddf2effbd9ac/example5.csv') # Creating the 3-variable lineplot sns.lineplot(x = 'x', y = 'y', hue = 'gender', data=df) # Showing the plot plt.show()
Swipe to start coding
- Import the
seabornwithsnsalias. - Import the
matplotlib.pyplotwithpltalias. - Import the
pandaswithpdalias. - Read the file using
dfvariable. - Create a 3-variable lineplot using
'year'column for the x-value and'population'column for the y-value and'season'for the hue-value. - Show the plot.
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3-variable Lineplot
Sveip for å vise menyen
With the help of the seaborn, we can view the dynamics of the population, for example, relative to each season during 10 years by adding the third variable to our lineplot.
To initialize a lineplot based on the pandas DataFrame, you need to input at least 4 parameters: x, y (columns-markers for the plot), hue (the third variable), and data (the DataFrame containing the data).
Look at the code below!
12345678910111213# Importing libraries needed import seaborn as sns import matplotlib.pyplot as plt import pandas as pd # Reading the file df = pd.read_csv('https://codefinity-content-media.s3.eu-west-1.amazonaws.com/c5b4ea8f-8a30-439f-9625-ddf2effbd9ac/example5.csv') # Creating the 3-variable lineplot sns.lineplot(x = 'x', y = 'y', hue = 'gender', data=df) # Showing the plot plt.show()
Swipe to start coding
- Import the
seabornwithsnsalias. - Import the
matplotlib.pyplotwithpltalias. - Import the
pandaswithpdalias. - Read the file using
dfvariable. - Create a 3-variable lineplot using
'year'column for the x-value and'population'column for the y-value and'season'for the hue-value. - Show the plot.
Løsning
Takk for tilbakemeldingene dine!
single