Visualizing Regression Plots
Learn how to harness Plotly figures to assist in visualizing and analysing regression models in Python.
Scatter plot smoothing
Scatter plot smoothing is a statistical technique used to gain an understanding of the general patterns in the data by creating a curve with a smoothed estimate of the relationship between two variables, x and y. It is also particularly useful for assessing bivariate outliers and influential observations that may affect the relationship between the variables.
This is a

GNP.deflator
: GNP implicit price deflator (1954=100) 
GNP
: Gross National Product 
Unemployed
: Number of unemployed 
Armed.Forces
: Number of people in the armed forces 
Population
: â€˜noninstitutionalizedâ€™ population â‰¥ 14 years of age 
Year
: The year (time) 
Employed
: Number of people employed
Note: This dataset is often used to demonstrate how regressing
Employed
on the remaining variables causes multicollinearity.
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