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in Technique[技术] by (71.8m points)

plotly regression line R

Problem with adding a regression line to a 'plotly' scatter plot. I've done the following code:

require(plotly)
data(airquality) 

## Scatter plot ##

c <- plot_ly(data = airquality, 
    x = Wind,
    y = Ozone, 
    type = "scatter",
    mode = "markers"
    )
c

enter image description here

## Adding regression line (HERE IS THE PROBLEM) ##

g <- add_trace(c, 
     x = Wind,
     y = fitted(lm(Ozone ~ Wind, airquality)),
     mode = "lines"
     )
g 

enter image description here

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1 Answer

0 votes
by (71.8m points)

I reckon it's caused by the missing values

airq <- airquality %>% 
  filter(!is.na(Ozone))

fit <- lm(Ozone ~ Wind, data = airq)

airq %>% 
  plot_ly(x = ~Wind) %>% 
  add_markers(y = ~Ozone) %>% 
  add_lines(x = ~Wind, y = fitted(fit))

enter image description here


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