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Python Data Analysis Tips Seaborn lmplot

Updated: Aug 21, 2023

Seaborn's lmplot helps use to examine linear relationships. Lmplot, linear model plot, performs a linear regression between x and y. We can also use the row and col argument to groupby a categorical variable and plot the linear correlation between two variables in the subgroups. The lmplot sits on top of the Seaborn's FacetGrid.











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seaborn, python, data analysis, analysis, lmplot, analyze, statical analysis, distribution
lmplot in Seaborn

Using kws arguments we can control the scatterplot and lineplot functions that make up the lmplot to add extra detail to our analysis.



seaborn, python, data analysis, analysis, lmplot, analyze, statical analysis, distribution
lmplot in Python with Seaborn

In Seaborn's lmplot we can see the linear relationships in categories using the row and col argument.



seaborn, python, data analysis, analysis, lmplot, regression, linear regression, analyze, statical analysis, distribution
lmplot in Python with Seaborn hue = category feature

Use Seaborn's lmplot to plot the linear relationships in the subcategories in our dataset.




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