SlideShare a Scribd company logo
The Lesser Known s
of the Tidyverse
Emily Robinson
@robinson_es
About Me
➔ R User ~ 6 years
➔ Data Scientist at DataCamp (as
of 4 days ago)
➔ Enjoy talking about:
◆ A/B testing
◆ Building and finding data
science community
◆ R
Talk Goals
1. Keep you hip to the lingo
2. Stop you from doing this ….
…. by sharing useful functions
3. Point you to resources
The Tidyverse
Coherent system of packages for
data manipulation, exploration,
and visualization that share a
common design philosophy
Women in Analytics Conference, April 2018
Women in Analytics Conference, April 2018
Tidyverse = ?
Tidyverse = !
Tidyverse != Hadleyverse
Tidyverse != Hadleyverse
Many other contributors
Demo
Women in Analytics Conference, April 2018
Review
Other
na_if
count
select_if
n_distinct
add_count
Dplyr forcats::fct_infreq
forcats::fct_relevel
Trelliscopejs::facet_trell
iscope
ggthemr::ggthemr
ggthemes::theme_tufte
readr::read_csv
skimr::skim
%<>%
purrr:map_df
tidyr:gather
tidyr:unnest
stringr::str_split
Resources
R4ds.had.co.nz
#rstats twitter
#rstats twitter
Community.rstudio.com/c/tidyverse
Base R to tidyverse translation
www.significantdigits.org/2017/10/switching-from-base-r-to-tidyverse
DataCamp.com
Learn | https://datacamp.com/courses
And more!
➔ https://tidyverse.org
➔ https://rstudio.com/resources/cheatsheets
➔ http://tiny.cc/hadleyvid
Conclusion
The tidyverse
Come for the stickers and
package names …
Stay for the friendly
community and happy
workflow
Thank you!
tiny.cc/wiatalk
hookedondata.org
@robinson_es

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Women in Analytics Conference, April 2018