Posit Platform (RStudio on SageMaker)
Posit Software, PBC (formerly RStudio)External reviews
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Rstudio is the best tool to code R
What do you like best about the product?
The fact that the environment is visible and you can visually see all the datsets that are loaded in memory is I think the best feature and something that other data analysis softwares should have
What do you dislike about the product?
Sometimes coding in Rmarkdown wouldn't give errors or warning even though the data load is not successful. Debugging is difficult
What problems is the product solving and how is that benefiting you?
Performing data analysis, implementing machine learning algorithms, using templates using Rmarkdown is super useful.
The best IDE for R
What do you like best about the product?
What I like most about RStudio is how it makes working with R. super practical.
You have all the information of your R session distributed in the panels in a clear way, you will always have your variables, functions, graphs and Datasets in sight which helps a lot in my work.
The generation of reports is simple since it comes with an integrated Markdown editor and can be generated in other formats such as HTML or Shiny slides.
You have all the information of your R session distributed in the panels in a clear way, you will always have your variables, functions, graphs and Datasets in sight which helps a lot in my work.
The generation of reports is simple since it comes with an integrated Markdown editor and can be generated in other formats such as HTML or Shiny slides.
What do you dislike about the product?
There are few things that dislike Rstudio, the processing speed is reduced a bit when using it, sometimes it can be inconvenient to have to update R and RStudio due to version incompatibilities.
What problems is the product solving and how is that benefiting you?
With RStudio I have been able to do data analysis in a more orderly and fast way, create reports of my analysis to share them with collaborators and students.
Recommendations to others considering the product:
Totally recommended for students and researchers, it is the best way to work with R and the best, totally free.
RStudio great place to do all the statistical analysis
What do you like best about the product?
One thing which I like best about RStudio is how efficiently we can carry out ML Algorithms and make .R script of it.
What do you dislike about the product?
One thing which I dislike about RStudio is with every update, we need to re download all our packages which we downloaded once
What problems is the product solving and how is that benefiting you?
One problem which I m solving using RStudio is I can even present my insights of statistical analysis within RStudio using ggplot2 library
Recommendations to others considering the product:
Rstudio should be givien a go for all your statistical analysis as it is the most stable tool available in the market right now.
Free, useful, and easy to learn
What do you like best about the product?
RStudio is fantastic. It makes writing and implementing code in R a breeze. I like the GUI setup where I can see my console, scripting area, variable list, and plots all on the same screen. Saving files as R projects is also helpful, as is the integration with R Markdown.
What do you dislike about the product?
It is hard to pick something to dislike. Maybe more descriptive error messages?
What problems is the product solving and how is that benefiting you?
I mainly use R for data cleaning, analyzing, and visualization. It is super handy for manipulating data and customizing visualizations.
RStudio For Academia and Healthcare
What do you like best about the product?
I love how the language is one that can extend into python (similar) and how it is easily downloaded and can share packages.
What do you dislike about the product?
However, packages being shared are not always 100% correct so need to be very thorough in your research of a package/cran to use
What problems is the product solving and how is that benefiting you?
Data-simulation/data-viz
higher level analytics
higher level analytics
Useful in statistics
What do you like best about the product?
It’s useful to analyse big data sets, hard to do in excel
What do you dislike about the product?
Learning to code was hard, once you are past the steep learning curve, it’s eas
What problems is the product solving and how is that benefiting you?
I’m analysing my research data using R
Recommendations to others considering the product:
Use the resources online to learn
Best IDE for Data Wrangling
What do you like best about the product?
The most intuitive IDE for ingesting, manipulating, and visualizing data.
What do you dislike about the product?
There is almost nothing I don’t enjoy about RStudio.
What problems is the product solving and how is that benefiting you?
I’m managing a data pipeline more efficiently than before and displaying via Markdown with increased internal customer satisfaction.
Research Experience
What do you like best about the product?
The interface is convenient, with accessible documentation and environment breakdown in the same window as the core script and console.
What do you dislike about the product?
It can do a better job with marketing/distinguishing R against other data analysis languages.
What problems is the product solving and how is that benefiting you?
Open source packages have allowed me to find specialized functions for niche subfields in academia. The relative free of cost, except in the cloud, is helpful for a resouce strapped research team!
R and RStudio are the bread and butter for statisticians
What do you like best about the product?
R is a great programming language and R Studio is the only and best IDE for it. Overs the years, the creators of R Studio have constantly brought new improvements and features that have really made my life easy.
What do you dislike about the product?
The only thing I dislike about R Studio is that sometimes it crashes during intensive runs and computations.
What problems is the product solving and how is that benefiting you?
I use RStudio every single day to analyze, clean, and understand data. Without R Studio, I would not have a job. It can help me make insights and clean visualizations that I like.
Recommendations to others considering the product:
More color schemes! There should be more color options than just black and white. Pycharm has pretty good color options.
Updated Coding platform for R
What do you like best about the product?
R Studio, the alternate version of the original "R" application, is definitely new and improved. Instead of having to look at separate windows and copy to run code, it is all in one place simultaneously, which makes every step just that much easier. I had started off using R, but once a professor of mine recommended I use Rstudio, I did not go back to R! Combining all the windows into one was a very necessary change.
What do you dislike about the product?
Sometimes R studio can become a little funky when creating variables/adding new variables to an imported data set, which can be annoying. Also, I wish it was more optimized for excel when copying tables as well but that's just a personal minor issue.
What problems is the product solving and how is that benefiting you?
I do like how it shows your variables made on the right-hand side, which ensures me that my variable is indeed in the data set or has been appended to it correctly.
Recommendations to others considering the product:
It can be a little overwhelming, as most coding environments are at first, but it is a great coding environment for programming in R
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