Posit Platform (RStudio on SageMaker)
Posit Software, PBC (formerly RStudio)External reviews
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The only IDE to use with R!
What do you like best about the product?
I don't even know where to begin. Rstudio is highly customizable, allowing you to choose how to display your console, plots, workspace variables, etc within the IDE. The newer versions of Rstudio allow for version control with git as well, which is very advantageous for collaborative projects. Plotting is also easy, and you can easily scroll through your plot history to compare many plots. You can easily inspect your datasets and variables as well. Installation is very simple and takes a few moments. I use Rstudio with my PC and Mac, and I've never experienced problems with either. In addition to an IDE, you can also write latex and markdown documents integrated with R code and output. I love this feature, because I produce many reports in which I need to show R code and output. Also Rstudio is free!
What do you dislike about the product?
Although Rstudio is an excellent IDE, that comes at a cost of overhead. Compiling large lateX documents, for example, takes much longer if you run them through Rstudio versus the command line.
What problems is the product solving and how is that benefiting you?
I use Rstudio extensively daily to analyze, process, and manipulate data. It is an invaluable resource. I would not be as productive or efficient without it. I really love that I can produce high quality reports with R code. This helps others understand my work and makes my research reproducible.
Recommendations to others considering the product:
I would highly recommend Rstudio to a wide variety of people--from students to instructors, business professionals, and anyone who'd like to get some programming experience in a user friendly IDE. I especially recommend Rstudio to those who are on a budget, because Rstudio is free! I would also recommend it for analysts who wish to use version control on collaborative projects, because Rstudio integrates with github.
R-studio can handle statistical packages pretty well
What do you like best about the product?
What I like the most about R-studio is the variety of packages that it covers. Most statisticians are well-versed with R so most of their academic papers end up being a package in R which makes it a very useful software for statistics. R-studio is easy to use and it is quite friendly. I also like the visualization packages such as ggplot2 which generates fancy figures.
What do you dislike about the product?
I think R is very good for statistics but it's quite limiting for many other tasks such as data-wrangling, deep learning, and machine learning packages. If you are working in those areas I suggest using Python instead.
What problems is the product solving and how is that benefiting you?
I have been working with R-studio for a while now. I often run ANOVA models ore regressions. I also use it for mapping (ggmap) and visualization because I think the visualizations are great. Although, after the advent of Tableau, I barely use R-studio for visualization. Because of it being an open-source software, it is still a common software preferred by many companies including Mckinsey.
Recommendations to others considering the product:
Consider making Machine Learning and Deep learning packages more user friendly and provide a good tutorial on that so that you can resemble something like Scikit-learn)
Analyst of web applications performance
What do you like best about the product?
Rstudio for me is the principal tool that i use for the analysis of the monitor reports extracted from Dynatrace DCRUM. I like the IDE and the possibility to have all that i need in a application.
I can produce all my Rmarkdown reproducibiles reports , with charts and table, using only an instrument.
I can produce all my Rmarkdown reproducibiles reports , with charts and table, using only an instrument.
What do you dislike about the product?
I'd like to have a best editor for R like sublime text or IntelliJ with more shortcuts editing features
What problems is the product solving and how is that benefiting you?
Rapid creations of reproducible reports in a only one instrument has increase the speed of my application performance analysis
Recommendations to others considering the product:
For me is"the tool" if anyone make any type of data analysis with R language
Not the Most User Friendly Tooll
What do you like best about the product?
The data that you receive is very useful. The tool makes it very easy to write scripts.
What do you dislike about the product?
You will need an in-depth lesson to even use basic functionality of the tool. Not very user friendly.
What problems is the product solving and how is that benefiting you?
R Studio allows us to retrieve files (data recovery) that were thought to be lost. Also, provides nice data visualization to present to people who are unfamiliar with the data.
Recommendations to others considering the product:
More training on how to use the tool efficiently.
Essential for coding in R
What do you like best about the product?
R studio makes using various packages easy.
What do you dislike about the product?
Sometimes R Studio crashes with complicated analyses.
What problems is the product solving and how is that benefiting you?
We do predictive analytics for various customers and for analyzing internal operations.
RStudio Review
What do you like best about the product?
It is an open source with a good user community. It is easy to code and the variety of packages that it offers is amazing.
What do you dislike about the product?
I feel it is slower compared to Python and is difficult handling huge amount of data.
What problems is the product solving and how is that benefiting you?
work with city data on multiple problem statements, do exploratory analysis and predictive modeling.
great tool for data science and statisticians
What do you like best about the product?
The ease of use is just great. really easy to learn and powerful tool to work with. Availability of the packages
The number of jobs options a person can get with this tool is great.
The number of jobs options a person can get with this tool is great.
What do you dislike about the product?
The GUI is not that great. Only if it was more intuitive. It needs to be more dynamic.
What problems is the product solving and how is that benefiting you?
I am analyzing datasets using R-Studio. Benefits over tools like Excel is the option to use inbuilt functions.
Recommendations to others considering the product:
a lot of youtube videos and libraries available to learn from. i mostly use it for analyzing data sets
Great tool for analytics in R
What do you like best about the product?
Many already built packages. It’s a free software and much help is available online
What do you dislike about the product?
Vizulizations are hard to use and sometimes finding the right packages on it could become difficult
What problems is the product solving and how is that benefiting you?
We make better informed decisions with RStudio. Use it mostly for people analytics
Powerful open source data analysis software
What do you like best about the product?
Good capability for performing statistical analysis and visualizing the output of the spatial data. It includes all of the standard statistical tests, models, and analyses, and provides quick and easy to interpreted the outputs.
What do you dislike about the product?
Error messages are not easy to interpreted as many of the help files are poorly written. Not all the packages are comparable with the most recent version of R.
What problems is the product solving and how is that benefiting you?
Using it mainly for statistical spatial data analysis and predictive modeling.
Recommendations to others considering the product:
Once you learn syntax it is easy to use.
Production ready Analytics Tool
What do you like best about the product?
Ease of creating projects and mainataining a new environment of each project. This helps in managing multiple analytics projects. Another good thing is that it saves the variables and data inside a project for the next login. So you dont run into data loss issues.
What do you dislike about the product?
One of the factors that i would like to see improvement is with the ease of creating production ready webservices. The integration between R and leading vendors needs to be improved.
What problems is the product solving and how is that benefiting you?
Prediction Algorithms and integration with Sql sever to move data.
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