September 2018
Beginner to intermediate
140 pages
2h 52m
English
Content preview from Applied Data Visualization with R and ggplot2
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Trends, Correlations, and Scatter plots
You can study trends in data by looking at scatter plots of two variables. This can reveal whether one variable is related to another variable. If variable A increases as variable B increases, it is considered a positive correlation. If variable A decreases as variable B increases, it is considered a negative correlation. If there is no clear trend, then it is considered a zero correlation. The values of the correlation coefficient can be from -1 to +1.
To study whether there is a trend, you can add a trend line by fitting the points and studying the goodness of fit.
For example, we can add a linear regression line to a scatter plot. To do so, we will add stat_smooth() and tell it to use method=lm
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