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For those of you who us R still what is your use case? We found R has a really hard time integrating into data pipelines and was best used as a standalone tool by individuals, which doesn't really work in our particular professional setup where everyone works collaboratively together. About half our team can wrangle and plot as fast as we can think of ideas. It creates an incredibly tight cycle time between us having ideas and getting answers; sometimes many e. Before we used R, it would require someone jotting down things to investigate and reporting back in the next meeting. The unique qualities of R that allow this are that it's so easy to use, extremely reliable for package installation problems occur approximately never , and the tidyverse makes it incredible easy to translate ideas into code, not only in its broad, easy to understand and powerful vocabulary, but in there being little 'nesting' required; instead working left to right and top to bottom via the magrittr pipe - i.

Totally science io

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Maybe it makes more sense if you think like a statistician. I took a two or three day on-site intro to R class that my employer totally science io together.

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Totally science io

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Fell in love in stat at Cal and now while I am doing software engineering I have very fond memories of writing R and tidyverse reply. Before we used R, it would require someone jotting down things to investigate and reporting back in the next meeting. R packages mostly depend on those as well for heavy duty calcs. Totally Science is a product founded by Zach Yadegari. As honestly sklearn is one of the few things I was jealous of from the python ecosystem, historically. If what you have is FX-like I wouldn't be able to help beyond that anyway, FX modelling is its own thing and I haven't done anything there since the obligatory uni courses in equity space myself. Making http requests in parallel seems non-trivial compared to doing it with python. I have sometimes thought that something like a try catch wrapper which pattern matched or tested the value returned would be useful. Right now, I have to check to see if there are commandArgs , and, if not, do something else to get the information to the RStudio script. I can't move away from word and use html or pdf because we need the word file formatted by editors for publication and they need to follow the corpo guidelines. I love R. Thumb Fighter. But yes in comparison to Stata which is its main competitor in the space where I am using it. It is productive, it has a large ecosystem, lots of functionality, but it grew fast and organically and not in well planned manner, making it not consistent and a bit messy to work with. My workaround is to use sink to dump the error to a file, which is a little painful as the sink API and documentation are not the most straightforward or intuitive.

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It's the Harvardx course reply. Functions like sapply vs mapply are tricky to reason about from the documentation alone. I'm not sure if that's even possible, but I hope the computer science geniuses figure out a way. People joke about the complex packaging ecosystem in Python but at least there is such a thing. Block the Pig. SomeoneFromCA 7 hours ago root parent next [—]. What it lacks in editing tricks, it more than makes up for in simplifying R-specific tasks. Good point. New Games Temple of Boom. This and many other things may be found on our website for unblocked games without flash, like the captivating journeys taking races, the calm puzzles, the dynamic runners, and the merciless shooters that appeal to both boys and girls.