Go to TogaWare.com Home Page. Data Science Desktop Survival Guide
by Graham Williams
Duck Duck Go



CLICK HERE TO VISIT THE UPDATED SURVIVAL GUIDE

Flipped Mean Confidence Intervals

20200822

\includegraphics[width=\textwidth]{figures/onepager/ggplot2:mean_temp3pm_location_flip_coords_ci-1}

ds %>%
  filter(location %in% (ds$location %>% unique %>% sample(20))) %>%
  mutate(location=factor(location,
                         levels=location %>% unique() %>%
                                   sort() %>% rev())) %>%
  ggplot(aes(location, temp_3pm, fill=location)) +
  stat_summary(fun="mean", geom="bar") +
  stat_summary(fun.data="mean_cl_normal", geom="errorbar", width=0.35) +
  theme(legend.position="none") +
  labs(x=vnames["temp_3pm"], y=vnames["location"]) +
  coord_flip()

Various annotations can be added to plots. In this example we include a confidence interval around the average values.


Support further development by purchasing the PDF version of the book.
Other online resources include the GNU/Linux Desktop Survival Guide.
Books available on Amazon include Data Mining with Rattle and Essentials of Data Science.
Popular open source software includes rattle and wajig.
Hosted by Togaware, a pioneer of free and open source software since 1984.
Copyright © 2000-2020 Togaware Pty Ltd. . Creative Commons ShareAlike V4.