Posit Platform (RStudio on SageMaker)
Posit Software, PBC (formerly RStudio)External reviews
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RStudio Review
What do you like best about the product?
Very powerful IDE for development related to R language and Data Analytics !!
Can include loads of packages and libraries which can be very helpful in visualizing data efficiently.
In built version control feature available with RStudio.
Various build tools can be configured within the IDE
Can include loads of packages and libraries which can be very helpful in visualizing data efficiently.
In built version control feature available with RStudio.
Various build tools can be configured within the IDE
What do you dislike about the product?
Slow boot up and load time.
IDE can be a lot more intuitive.
IDE can be a lot more intuitive.
What problems is the product solving and how is that benefiting you?
Helps in developing real time analytics applications. Provides lot of libraries for performing mathematical and data related computations on high volume data files.
Recommendations to others considering the product:
It is a very powerful IDE while developing Predictive Analytics applications in Data Science field. I will certainly recommend it !!
Data Analytics using RStudio
What do you like best about the product?
The best thing about RStudio is how user friendly the console is. I can save my code and its easy to run the required lines repeatedly. I do not have to rewrite it. It is easy to install all the required packages.
What do you dislike about the product?
When I want to connect the RStudio with PowerBI its not possible. I need to have R Console
What problems is the product solving and how is that benefiting you?
I do most of work on data table using RStudio. It takes only few functions to perform any joins or aggregations on a data unlike Java or any other language. I like the visualization part of dataset which is very convenient.
Recommendations to others considering the product:
Anytime RStudio is better than R console
Ease of Use
What do you like best about the product?
Extremely easy to navigate and use, especially for just those individuals that are starting out in data analytics and data science. Requires little prerequisites, and just basic understanding of R. Would recommend.
What do you dislike about the product?
Not easy to learn. The software itself doesn't offer demonstration or lessons (although a few data sets are available). Software would improve much more if there were available lessons.
What problems is the product solving and how is that benefiting you?
Cleaning, storing data, analyzing trends and joining tables.
Data Analyst in healthcare field
What do you like best about the product?
Easy to learn for users without programming experience. All the frequently used and popular algorithms are available with constant updates.
What do you dislike about the product?
Not high functionality or scalability as other open source languages. Its not easy to integrate with other programs. The packages are not verified and thus results are at our own risk.
What problems is the product solving and how is that benefiting you?
I have used it in healthcare field to analyse claims issues and improve revenue flow.
Its very easy to use and has lot of tools available. Its good for data visualisation and its open source.
Its very easy to use and has lot of tools available. Its good for data visualisation and its open source.
Recommendations to others considering the product:
Very useful and developing everyday.
Favorite analytic program
What do you like best about the product?
I love that it is open source and it is free.
What do you dislike about the product?
It is challenging to learn at first, but pays off.
What problems is the product solving and how is that benefiting you?
Statistical analysis
Recommendations to others considering the product:
Stackoverflow is a great additional resource.
I recommend rstudio
What do you like best about the product?
I like how easy it was to learn from the beginning, but that the advanced features are there when you need them. It's great that rstudio is opensource, as well.
What do you dislike about the product?
I dislike that compiling latex can take so long, but that is to be expected.
What problems is the product solving and how is that benefiting you?
Rstudio provides data visualization and has helped develop insights into data. It is also a good IDE to practice and learn R. Having a helpful working environment has made the learning curve easier to deal with.
Recommendations to others considering the product:
Go for it. If you're going to be using R to do predictive analytics or data visualization, using Rstudio will only help you along the way.
Classic R as user-friendly GUI
What do you like best about the product?
The graphical interface is pleasant and retains all the features of the CLUI-based R.
What do you dislike about the product?
Troubleshooting code is sonewhat more difficult for me to do I R than in other coding languages (C++, Python).
What problems is the product solving and how is that benefiting you?
Writing bioinformatic scripta in R for genome sequence analyses.
Great platform for R
What do you like best about the product?
The ability to manage the workspace, the console, the terminal, the file directory, and the variable environment all in the same window.
What do you dislike about the product?
Sometimes, the plots disappear automatically, and the application needs to be restarted.
What problems is the product solving and how is that benefiting you?
Data analysis and demand forecasting
Recommendations to others considering the product:
RStudio is the fastest platform to use when it comes to big data. I think it runs directly on RAM, so requires a PC with HIGH RAM (8GB works just fine!), and that is what gives it the speed it offers.
RStudio: professional figures made easy
What do you like best about the product?
As a first time RStudio user, I was able to customize parameters (colors, fonts, etc.) and construct clear figures for an evolutionary ecology paper.
What do you dislike about the product?
It was initially hard to teach myself to code in R.
What problems is the product solving and how is that benefiting you?
It's been a useful resource for data visualization, which is invaluable for writing grant proposals and obtaining funding to continue my research.
Recommendations to others considering the product:
There are many useful online resources, since so many people use RStudio and contribute to forums like StackOverflow. As a result, usually if you have a question, you can find someone else who has already answered it.
Nice UI and easy to use
What do you like best about the product?
The console is very good and fast. Helps a lot for beginners
What do you dislike about the product?
It should more inbuilt features which could ease the use for users.
What problems is the product solving and how is that benefiting you?
Working on making predictive models for clients
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