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Women in Analytics Conference, April 2018

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Women in Analytics Conference, April 2018

  1. 1. The Lesser Known s of the Tidyverse Emily Robinson @robinson_es
  2. 2. 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
  3. 3. Talk Goals
  4. 4. 1. Keep you hip to the lingo
  5. 5. 2. Stop you from doing this ….
  6. 6. …. by sharing useful functions
  7. 7. 3. Point you to resources
  8. 8. The Tidyverse
  9. 9. Coherent system of packages for data manipulation, exploration, and visualization that share a common design philosophy
  10. 10. Tidyverse = ?
  11. 11. Tidyverse = !
  12. 12. Tidyverse != Hadleyverse
  13. 13. Tidyverse != Hadleyverse Many other contributors
  14. 14. Demo
  15. 15. 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
  16. 16. Resources
  17. 17. R4ds.had.co.nz
  18. 18. #rstats twitter
  19. 19. #rstats twitter
  20. 20. Community.rstudio.com/c/tidyverse
  21. 21. Base R to tidyverse translation www.significantdigits.org/2017/10/switching-from-base-r-to-tidyverse
  22. 22. DataCamp.com
  23. 23. Learn | https://datacamp.com/courses
  24. 24. And more! ➔ https://tidyverse.org ➔ https://rstudio.com/resources/cheatsheets ➔ http://tiny.cc/hadleyvid
  25. 25. Conclusion
  26. 26. The tidyverse Come for the stickers and package names … Stay for the friendly community and happy workflow
  27. 27. Thank you! tiny.cc/wiatalk hookedondata.org @robinson_es

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