Posit Workbench x86_64 AMI (DEPRECATED)
Posit (Legacy- see link for latest) | 2023.12.1Linux/Unix, Ubuntu 22.04 - 64-bit Amazon Machine Image (AMI)
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Highly recommended for data scientist
What do you like best about the product?
It has best packages which helps data analysis and modeling very simple and effective. Highly collaborative and easy to use
What do you dislike about the product?
IDE is not much improved when compared to eclipse
What problems is the product solving and how is that benefiting you?
Machine learning modeling and data analysis
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Great for statisicians
What do you like best about the product?
Easy GUI to interact with R and freely available online
What do you dislike about the product?
The support is average for the free version, which is understandble
What problems is the product solving and how is that benefiting you?
Interacting with R language
Easy
What do you like best about the product?
This language is so easy, even a basic leaner can use it. This programming language we can learn in even in one week.
What do you dislike about the product?
Case sensitive, lots of syntax. Interface.
What problems is the product solving and how is that benefiting you?
Regression
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 !!
Great for data analysis and modeling
What do you like best about the product?
RStudio is incredibly user-friendly and presents an aesthetically pleasing and simple interface for data analysis through R. Additionally, it contains a vast repository of information regarding its functions, making it easier even for a beginner to pick up on how to use it.
What do you dislike about the product?
Sometimes when working on multiple projects, it has a tendency to slow down, which can make working with large files a little difficult. Image quality defaults can also be a little low.
What problems is the product solving and how is that benefiting you?
I have used RStudio to model biological systems and sort through large data relevant to my current research. I have also used it to generate figures for publication.
Recommendations to others considering the product:
Great for anyone doing data analysis, across all fields.
Easiest way to use R
What do you like best about the product?
Was a perfect IDE and it met all my requirements.
What do you dislike about the product?
Some more documentarion on licensing (for shiny, etc.) would be nice. Need to know what OSS I can use
What problems is the product solving and how is that benefiting you?
Used as and IDE to code in and create reports and an application
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.
Great Experience for Using R studio
What do you like best about the product?
R studio does not have much format to follow. I can easily build in my own function and do application. What's more, I can knit the result in several different ways. The packages with instruction and explanation are useful for new user to understand the usage.
I can treat R studio as a calculator and notebook. It can show the results very fast and easy to operate.
It can add the Greek sign, matrix and several mathematical symbol as the comments. Therefore, we can knit an entire report at once with nice format, clear output and code.
It also have nice plot package such as ggplot, which can output a nice and colorful plot.
I can treat R studio as a calculator and notebook. It can show the results very fast and easy to operate.
It can add the Greek sign, matrix and several mathematical symbol as the comments. Therefore, we can knit an entire report at once with nice format, clear output and code.
It also have nice plot package such as ggplot, which can output a nice and colorful plot.
What do you dislike about the product?
For the traditional plot, there is not too much choices to edit them in a nice way.
For the result, it does not show everything in one step. You have to run different codes and packages to get what you want.
It is kind of hard to contribute existed data in a new way. For example, if we want to inverse the entire data, treat one column and row, it is kind of hard to do it.
And R studio distinguish the capital word and lower case character, which we need to pay attention to this point every time.
For the result, it does not show everything in one step. You have to run different codes and packages to get what you want.
It is kind of hard to contribute existed data in a new way. For example, if we want to inverse the entire data, treat one column and row, it is kind of hard to do it.
And R studio distinguish the capital word and lower case character, which we need to pay attention to this point every time.
What problems is the product solving and how is that benefiting you?
I often use R studio to do data analysis.
clear output and easy code typing
It can give you the result with complete format.
clear output and easy code typing
It can give you the result with complete format.
Recommendations to others considering the product:
R studio usually saving a lot of records in the environment, which, in my opinion, is a waste of memory. If the history can be cleaned after we quit the software, it may be better.
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.
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