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cleanup the packages paragraph
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davidbudzynski committed Apr 16, 2024
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11 changes: 4 additions & 7 deletions _drafts/why-r-is-a-trash-language.md
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Expand Up @@ -140,20 +140,16 @@ code by using all the cores on your machine. The package is also very well
maintained and it is very popular. The package is so good that it is used by
many other packages as a backend because it is so fast and does not have any
dependencies. Python has been catching up with R in terms of data manipulation
with packages like `polars` but it is still not as well established as
with packages like [polars][8] but it is still not as well established as
data.table is.

In addition to very good quality packages, there are also many packages that are
very niche and although they are not very popular, they are very useful for some
people/companies. For example, there are many packages that are used for
Bayesian modelling through the [rstan][8] package. Many academics select R to
Bayesian modelling through the [rstan][9] package. Many academics select R to
create a package that uses a novel method they developed, so there are many
packages that are not available in other languages.

this is both good and bad, for several years there weren't that many packages to
compete with `data.table` in terms of functionality and speed but python caught
up and surpassed it with the `polars` package.

## What makes it diffiult to use R

### For Statisticians by Statisticians (this needs to broken into smaller points as there is a lot to unpack)
Expand Down Expand Up @@ -210,4 +206,5 @@ Python and C++
[5]: https://rmarkdown.rstudio.com/
[6]: https://ggplot2.tidyverse.org/
[7]: https://rdatatable.gitlab.io/data.table/
[8]: https://mc-stan.org/rstan/
[8]: https://polars.rs/
[9]: https://mc-stan.org/rstan/

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