forcats
tidyr
| forcats | tidyr | |
|---|---|---|
| 4 | 2 | |
| 537 | 1,340 | |
| 0.4% | 0.3% | |
| 3.1 | 6.5 | |
| 2 months ago | 7 days ago | |
| R | R | |
| GNU General Public License v3.0 or later | GNU General Public License v3.0 or later |
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forcats
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Using scale_x_discrete on graphs
Have a look at the forcats package https://forcats.tidyverse.org/
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[Q] 'pivot_longer' applied to an object of class "character"
Such a function wouldn't add anything that factor() or as.factor() don't already do, but the forcats tidyverse package does make it easier to work with factor variables afterwards: https://forcats.tidyverse.org/
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This chart has the days of the week on the x-axis, but they are all over the place, starting with Sunday and then going to Wednesday. My table has the correct sequence of days. So why is this happening to me? :\
Turn weekdays to factors to have some control over order. https://forcats.tidyverse.org/ https://r4ds.had.co.nz/factors.html#modifying-factor-order
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Frustration: One Year with R
This was fun to play around with. I made some very minor changes and posted at https://gist.github.com/hadley/d54895557fbb0fe0402d2277b9011....
It revealed to me that there's a buglet in `forcats::last()` (https://github.com/tidyverse/forcats/issues/303) and made me wonder if `pivot_longer()` should be able to rename the columns as you pivot them (https://github.com/tidyverse/tidyr/issues/1338)
tidyr
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Frustration: One Year with R
This was fun to play around with. I made some very minor changes and posted at https://gist.github.com/hadley/d54895557fbb0fe0402d2277b9011....
It revealed to me that there's a buglet in `forcats::last()` (https://github.com/tidyverse/forcats/issues/303) and made me wonder if `pivot_longer()` should be able to rename the columns as you pivot them (https://github.com/tidyverse/tidyr/issues/1338)
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What are your thoughts on data.table vs tidyverse vs tidy syntax with data.table backends (dtplyr, tidytable) in R?
I originally wrote tidytable because dtplyr was missing a lot of functionality my coworkers and I needed, and at the time dtplyr looked like a "forgotten package" (lots of open issues/bugs, very infrequent updates). Hadley Wickham also mentioned at one point [he had no plans for adding tidyr functions)[https://github.com/tidyverse/tidyr/issues/1015#issuecomment-682977139]. He changed his mind on that one - tidyr functions are the ones that I'm in the process of contributing to dtplyr now.
What are some alternatives?
cheatsheets - Posit Cheat Sheets - Can also be found at https://posit.co/resources/cheatsheets/.
tidytable - Tidy interface to 'data.table'
dtplyr - Data table backend for dplyr
ggplot2-book - ggplot2: elegant graphics for data analysis
Frustration-One-Year-With-R - An extremely long review of R.
ggplot2 - An implementation of the Grammar of Graphics in R
plotnine - A Grammar of Graphics for Python
wesanderson - A Wes Anderson color palette for R
COVID-19 - Plots and analysis relating to the pandemic
mech - 🦾 Main repository for the Mech programming language. Start here!