Posit Platform (RStudio on SageMaker)
Posit Software, PBC (formerly RStudio)External reviews
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Mapping with RStudio
What do you like best about the product?
The best thing about mapping with RStudio is the ease with which you can adapt your data to what you need to express. Being such a quick language to learn, with RStudio and its tools you just need to be clear on how to convey your idea so that others understand it. Without a doubt, RStudio will help you with that, just take advantage of it.
What do you dislike about the product?
One aspect to improve is the design of the graphics, in this case of the maps. With the changes that exist in the different software of this type, RStudio must set its course towards higher quality in the graphics it generates.
What problems is the product solving and how is that benefiting you?
When working with market studies, I need to find different ways to express the variables I use. Therefore, with a simple NPS on a national scale, I had the opportunity to graph it on a geographic map, which helped me see the behavior of this indicator in the country, including by States and Municipalities.
Endless Possibilities
What do you like best about the product?
Open source programmabilities allow higher-level algorithms and analysis
What do you dislike about the product?
Steep learning curve and setup takes time
What problems is the product solving and how is that benefiting you?
More types of analyses are available and can be integrated with different software like Tableau.
Recommendations to others considering the product:
Switch early
Review of RStudio
What do you like best about the product?
RStudio is designed to offer an integrated development environment. RStudio is the reason why I chose programming in R. It is easy to use and the design is ideal. I also like that it is easy to update packages. The most outstanding feature is that it not only offers code auto-completion but also file path auto-completion. Although learning to program in R is somewhat complex at first, with RStudio it is easier and worth it.
What do you dislike about the product?
In general, I have no complaints about RStudio. The only thing I can mention is that it takes a while to load the environment. It takes time to process large datasets and they could implement the use of multiple processors. Still, it remains one of the best interfaces for using R.
What problems is the product solving and how is that benefiting you?
I use RStudio for complex statistical analyses such as structural equation models, Bayesian analyses, and hierarchical models. Fundamentally, I use it for research.
Recommendations to others considering the product:
Be patient with the R language. It is complex and takes time to learn, but once you master it, there is nothing better, and RStudio provides all the possible facilities to achieve it.
RStudio
What do you like best about the product?
I love how well the code works with displaying data visualization and how easy it is to install libraries. Works very well with machine learning libraries. I like how environment variables are displayed individually and how easy it is to work with the environment. Overall a good product. R in general is a relatively easy language to work with when you understand the core concepts.
What do you dislike about the product?
I don’t like how it doesn’t have the ability to connect to external databases very easily, and the databases it can connect with are limited. It also doesn’t integrate with other technology vey easily compared to some cloud providers, who can implement machine learning and deploy as a web service automatically.
What problems is the product solving and how is that benefiting you?
We are using machine learning for predictive analytics with various problems around our business. We are able to analyze the data to find patterns that may not be immediately apparent to the business side.
Recommendations to others considering the product:
Start off simple and work forward with it. Keep codes clean as many variables can lead to a complex environment.
Basic to work in data science related jobs
What do you like best about the product?
Versatile and simpler than R interface itself. You can customize it to create everything you can think of. Also you have a big community behind this tool, so you may discover the answer to your business problems easy through a solution or ideas in a forum or specialized website.
What do you dislike about the product?
At first is difficult to know how access new packages or new tools to improve your work, so it could be very frustrating at first without learning tools.
What problems is the product solving and how is that benefiting you?
Analyze data mainly to resolve business problems and data visualization graphs, but you can process and manipulate the data too.
Recommendations to others considering the product:
I think it's a very good choice. It's cheap and also very powerful tool.
R Studio for Sports Analytics
What do you like best about the product?
It's fairly easy to import data into R Studio. It is helpful to be able to write multiple scripts simultaneously in the Editor. The console displays the results of the script outcome and/or displays any errors.
What do you dislike about the product?
The Console does not save the output. It would be helpful if the console saved the output in different sections/windows for each corresponding script.
What problems is the product solving and how is that benefiting you?
I analyzed MLB sport related data. There were two datasets imported into R Studio, one for players and one for teams. I cleaned up the data. Dataframes were then created to merge and store the data. By creating the data frames and running the scripts, the sports stats became easier to analyze.
Recommendations to others considering the product:
I would definitely recommend R Studio to others, but it is import to learning the programming language first. It is also very important to learn how to clean up the data first through the appropriate script.
R studio review
What do you like best about the product?
It is free and open source which is really nice. It is pretty easy to work on. Far easy tha. Any R console. Layout is very simple and intuitive.
What do you dislike about the product?
I feel that changing the size of window automatically is hard. Project usage is also kind of complex.
What problems is the product solving and how is that benefiting you?
We use Rstudio when we need to work with datasets and when we need to analyze and visualize the data to make any prediction.
R studio makes it easy to work on because of its simple and intuitive layout. I never faced any issue related to Rstudio.
R studio makes it easy to work on because of its simple and intuitive layout. I never faced any issue related to Rstudio.
Effective data analytics
What do you like best about the product?
Easy to start, faster connection with data sources, on the job help
What do you dislike about the product?
it is not so easy to delete created data objects
What problems is the product solving and how is that benefiting you?
when you have big excel files with many columns, it helps to correlate data easily with different columns and different rows.
Recommendations to others considering the product:
If you are interested in more dedicated analytics of data on excel files, it is the essential tool.
Still the best IDE for R
What do you like best about the product?
I like how the script, console, help bar and all your variables can be viewed all at once. Very easy to learn.
What do you dislike about the product?
Can't seem to be able to customize font and font color? If that is possible it's not very obvious to users
What problems is the product solving and how is that benefiting you?
Used for predictive modeling and data visualization for scientific research
R studio helps perform statistical analysis
What do you like best about the product?
The best feature is that its an open source..libraries and packages are available free ..also the plotting can be done using just one line of code.
What do you dislike about the product?
The limit on the no of records it can load into hadoop at a time.
What problems is the product solving and how is that benefiting you?
Its opensource so the business didnt had to bother about cost. Also you can practise the code at home..so gives you an opportunity to xplore.
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