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#Day9 | Distributions – Wealth | #30DayChartChallenge | Income Distribution in Central America, source World Bank. Built with #RStats using #ggplot2, #dplyr, #tidyr, #patchwork, #ggtext, #scales, #wbstats and #purrr.

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#Día5 | Comparaciones – Experimental | #30DayChartChallenge. Experimenté agregando una sumatoria horizontal de observaciones en un boxplot sobre la capacidad endocraneana en especies del género Homo. Creada usando R con #ggplot2, #ggdist, #dplyr, #scales, #ggtext, #patchwork, #tibble y #tidyr.

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#Día 2 | Comparaciones – Pictograma | #30DayChartChallenge. Centroamérica suma más de 51 millones de habitantes. El gráfico fue creada usando R con #ggplot2, #dplyr, #tidyr, #scales, #ggflags, #sf, #rnaturalearth, #rnaturalearthdata, #patchwork..

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Day 2 is on the way! #tidyr @usherbrooke.bsky.social @centre-seve.bsky.social

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Seems like it was ~shudders~ 😆

#dplyr deserves its popularity (⭐️⭐️⭐️⭐️⭐️), and #tidyr is 🤌, but I still miss some of the array shaping efficiency in MATLAB.

Luckily, Hiebeler wrote this:

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There's a lot going on... so I am burying my head in data. Only, I'm not very fluent in #tidyR. What's your favorite intro to the Tidyverse for people who have some very basic proficiency in base R?

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A screenshot of an R script that uses {tidyr}'s uncount() function.

A screenshot of an R script that uses {tidyr}'s uncount() function.

Impossible for me to use {tidyr}'s uncount() function without hearing Toni Braxton singing Un-Break My Heart.
#rstats #tidyr
www.youtube.com/watch?v=p2Rc...

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A screenshot of an R script that shows a use of the {tidyr} function pivot_longer().

A screenshot of an R script that shows a use of the {tidyr} function pivot_longer().

If Saturday was the day when pivot_wider() *changed* my life, today is the day that pivot_longer() *saved* my life!
#rstats #tidyr

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An extract from an R script that shows {tidyr}'s pivot_wider() function being used to create a crosstab.

An extract from an R script that shows {tidyr}'s pivot_wider() function being used to create a crosstab.

One of those glorious moments when you suddenly realise the answer - pivot_wider() - has been hiding in plain sight - {tidyr} - all this time.
#rstats #tidyr

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Fill in missing values with previous or next value — fill Fills missing values in selected columns using the next or previous entry. This is useful in the common output format where values are not repeated, and are only recorded when they change.

Cannot believe it's taken me until today to discover {tidyr}'s fill() function.
A punch the air moment.
tidyr.tidyverse.org/reference/fi...
#rstats #tidyr

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An Introduction to ruminate An introduction and overview of the ruminate R package

Howdy #rstats and #pharmacometrics folks. I've recently updated the ruminate package. It's a shiny interface to common packages (#dplyr, #tidyr, #ggplot2, #PKNCA, etc) for PMx analyses:

vimeo.com/1042516737

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Great new pivoting methods #pivot_wider and #pivot_longer are coming to #tidyr package!
https://tidyr.tidyverse.org/dev/articles/pivot.html
But is it really wider? 😉
@hadleywickham #rstats #tidyverse

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I just used group_by(), and am getting more excited about #tidyr by the day. It's so much more intuitive than aggregate() #tidyverse #dplyr

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I just gather()ed something for the first time ever, and it was awesome #tidyr #awholenewworld

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#sf + #dplyr + #tidyr + #ggplot2 = a pretty incredible combination for #geospatial analysis in #Rstats!

x.com/StrimasMackey/…

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