Posit Platform (RStudio on SageMaker)
Posit Software, PBC (formerly RStudio)External reviews
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RStudio for Data Analysis
What do you like best about the product?
Intuitive and easy to use! RStudio is a great vehicle through which to use R, and to visualize data. Additionally, it is very easy to find help online.
What do you dislike about the product?
At times RStudio will crash when running too much data.
What problems is the product solving and how is that benefiting you?
I love RStudio for visualizing data in my work on opioid use disorder research.
Awesome IDE for Data analysis and machine learning tasks
What do you like best about the product?
Supports a ton of libraries and so easy to install
What do you dislike about the product?
It could be more good for dashboard designing
What problems is the product solving and how is that benefiting you?
I use it for statistical data analysis
Recommendations to others considering the product:
Great environment for solving data science problems
Simplicity for all levels of learning
What do you like best about the product?
The statistical program is very easy to use and it's simplicity makes it appealing as the one of the best options out there.
What do you dislike about the product?
Cannot run on Linux based systens unfortunately
What problems is the product solving and how is that benefiting you?
It has enable our team to produce statistical reports and analyse data science quickly and efficiently.
Good analytical tool, but with a steep learning curve
What do you like best about the product?
Being able to complete statistical analysis quickly.
Plethora of packages available.
Plethora of packages available.
What do you dislike about the product?
Coding is difficult to learn and not always the most intuitive.
What problems is the product solving and how is that benefiting you?
Quick analysis. Projection models
Rstudio Review
What do you like best about the product?
Easy to use layout that allows you to see multiple plots, scripts and the console. Easy library installs.
What do you dislike about the product?
Not much. A big improvement on the base R interface.
What problems is the product solving and how is that benefiting you?
More complex distribution fitting and data analysis.
Outstanding environment for statistical computation
What do you like best about the product?
Rstudio is not only an incredible graphical interface for R language but it represents a complete (the most one) user and development environment. With Rstudio is very easy, for instance, to automatically import datasets and to navigate through source files and workspaces without write any line of code. Plus, it allows for a very efficient management of the generated plots and of the command flow. Eventually, Rstudio is a must-to-have tool for any R user.
What do you dislike about the product?
It's very hard to find some cons about Rstudio. Maybe, some graphical components could be more visually appreciable with an icon restyling
What problems is the product solving and how is that benefiting you?
When I have to proceed with statistical hypothesis, post-hoc analyses and descriptive statistics, including plotting, I heavily use Rstudio for that.
Great gui for R
What do you like best about the product?
Very easy to use even for beginners. A nice interface for the powerful R language with emphasis in plots and viewing data.
What do you dislike about the product?
You need to have a good command of R to start working with it. Using different R versions is not that easy.
What problems is the product solving and how is that benefiting you?
Data analysis and plotting.
There is no other way to work with R
What do you like best about the product?
The versatility of RStudio is second to none. Packages can be installed and loaded to much more easily analyse and process data.
What do you dislike about the product?
The default windows that are available in RStudio are somewhat unwieldy. Additionally some of the default settings for displaying data are inconvenient. Most users tend to always want scientific notation on or always want it off.
What problems is the product solving and how is that benefiting you?
I use RStudio to perform research with financial and healthcare data. RStudio has a rich variety of graph styles that can be used to accurately and clearly display data.
Recommendations to others considering the product:
Become familiar with multiple ways of doing things. Learn which ways to organize data are the fastest and most efficient.
Rather flexible but not as great as python
What do you like best about the product?
R Studio and R is great for manipulating matrices as compared to C or Java
What do you dislike about the product?
RStudio on Windows has very bad support for multithreading. Also the libraries for machine learning are alot worse than Python and SKLearn along with tpot
What problems is the product solving and how is that benefiting you?
Medical research. I use
Recommendations to others considering the product:
Consider using Python
Highly Recommended for Students
What do you like best about the product?
I enjoy the descriptive feedback I receive when entering a wrong code, or incorrect input. The User Interface is simple, easy for beginners, intricate enough for experienced users it offers something for everybody.
What do you dislike about the product?
I truly cannot say any of my experiences lead to a dissatisfaction with RStudio, within this short term of 1 year, it is indeed proficient enough where I can say you can expect a smooth ride throughout.
What problems is the product solving and how is that benefiting you?
Unlike many softwares I use, RStudio pinpoints user error, and personally that feature helped me further my learning and furthermore allows a productive coding session.
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