Introduction to the Tidyverse
Import, wrangle, model, and communicate data
2020-08-22
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Working with data in R
the tidyverse is a collection of friendly and consistent tools for data analysis and visualization.
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Working with data in R
the tidyverse is a collection of friendly and consistent tools for data analysis and visualization.
They live as, R packages, each of which does one thing well.
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library(tidyverse) will load
the core packages:
ggplot2, for data visualisation.
dplyr, for data manipulation.
tidyr, for data tidying.
readr, for data import.
purrr, for functional programming.
tibble, for tibbles, a modern re-imagining of data frames.
stringr, for strings.
forcats, for factors.
class: inverse, center, middle
This course is hands on!
Each section has an exercises file: exercises.Rmd
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exercises.Rmd
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code chunks
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running code chunks
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outputting to the console
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Project contents
├── 01-dplyr_5verbs│ ├── cheatsheet_dplyr_5verbs.pdf│ ├── diabetes.csv│ ├── exercises.Rmd│ ├── slides.pdf10 / 11
Let's head to https://rstudio.cloud/
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