python - seaborn FutureWarning: Pass the following variables as keyword args: x, y

Question

I want to plot a seaborn regplot. my code:

x=data['Healthy life expectancy']
y=data['max_dead']
sns.regplot(x,y)
plt.show()

However this gives me future warning error. How to fix this warning?

FutureWarning: Pass the following variables as keyword args: x, y. From version 0.12, the only valid 
positional argument will be 'data', and passing other arguments without an explicit keyword will 
result in an error or misinterpretation.

Answer 1

• I recommend doing as the warning says, specify the x and y parameters for seaborn.regplot, or any of the other seaborn plot functions with this warning.
• sns.regplot(x=x, y=y), where x and y are parameters for regplot, to which you are passing x and y variables.
• Beginning in version 0.12, passing any positional arguments, except data, will result in an error or misinterpretation.
• x and y are used as the data variable names because that is what is used in the OP. Data can be assigned to any variable name (e.g. a and b).

import seaborn as sns
import pandas as pd

pen = sns.load_dataset('penguins')

x = pen.culmen_depth_mm
y = pen.culmen_length_mm

# plot without specifying the x, y parameters
sns.regplot(x, y)

# plot with specifying the x, y parameters
sns.regplot(x=x, y=y)

Ignore the warnings

• I do not advise using this option.
• Once seaborn v0.12 is available, this option may not be viable.
• From version 0.12, the only valid positional argument will be data, and passing other arguments without an explicit keyword will result in an error or misinterpretation.

import warnings
warnings.simplefilter(action="ignore", category=FutureWarning)

# plot without specifying the x, y parameters
sns.regplot(x, y)