What users are saying about
Top Rated
43 Ratings
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Top Rated
69 Ratings
Top Rated
43 Ratings
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Score 8.3 out of 100

RStudio

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Top Rated
69 Ratings
<a href='https://www.trustradius.com/static/about-trustradius-scoring' target='_blank' rel='nofollow noopener noreferrer'>trScore algorithm: Learn more.</a>
Score 8.8 out of 100

Likelihood to Recommend

RapidMiner Studio

RapidMiner is really fantastic to perform fast ETL processes and work on your data as you want, no matter what is the source. You will really save a lot of time when you learn how to use it. You can create mining analysis with several algorithms, and thanks to add-ons, you can apply a lot of techniques. It will not replace a business intelligence dashboard but it allows to create great datamarts for your BI tools.One negative thing is that It's no easy to share your outputs.
David Baltar Boilève | TrustRadius Reviewer

RStudio

Well suited: For anyone interested in data analysis. R can help you do a simple exploratory analysis to increase your R Square with a boosted decision tree! It's probably one of the most comprehensive analytics tools.Less appropriate: Maybe if you have a team more focused on business and less on data analysis (marketers, salespeople, for instance), RStudio might not be the best, since the learning curve is complicated.
Gabriel Chiararia | TrustRadius Reviewer

Feature Rating Comparison

Platform Connectivity

RapidMiner Studio
10.0
RStudio
Connect to Multiple Data Sources
RapidMiner Studio
10.0
RStudio
Extend Existing Data Sources
RapidMiner Studio
10.0
RStudio
Automatic Data Format Detection
RapidMiner Studio
10.0
RStudio

Data Exploration

RapidMiner Studio
9.0
RStudio
Visualization
RapidMiner Studio
10.0
RStudio
Interactive Data Analysis
RapidMiner Studio
8.0
RStudio

Data Preparation

RapidMiner Studio
9.0
RStudio
Interactive Data Cleaning and Enrichment
RapidMiner Studio
10.0
RStudio
Data Transformations
RapidMiner Studio
10.0
RStudio
Data Encryption
RapidMiner Studio
6.0
RStudio
Built-in Processors
RapidMiner Studio
10.0
RStudio

Platform Data Modeling

RapidMiner Studio
9.5
RStudio
Multiple Model Development Languages and Tools
RapidMiner Studio
10.0
RStudio
Automated Machine Learning
RapidMiner Studio
10.0
RStudio
Single platform for multiple model development
RapidMiner Studio
10.0
RStudio
Self-Service Model Delivery
RapidMiner Studio
8.0
RStudio

Model Deployment

RapidMiner Studio
5.0
RStudio
Flexible Model Publishing Options
RapidMiner Studio
5.0
RStudio

Pros

RapidMiner Studio

  • I am very impressed at how easily you can work within RapidMiner without much data analytics training. Plus with the help of the crowd, you can see what steps others have taken with their data analytics projects.
  • Text mining was simple and clean. We used this for our call transcription problem where we didn't have the resources to listen to each call. We needed to qualify each call based on some key phrases.
  • Our direct mail program was large and not very targeted. Using RapidMiner, we were able to isolate a predictive level we felt comfortable with and decided not to send to anyone below that level. We saved quite a bit of money.
Sue Bennett | TrustRadius Reviewer

RStudio

  • Rstudio is very customizable. You can easily change font colors, sizes, and screen layout. I am particular about how I like my IDE setup, so this is a big plus for me.
  • Rstudio allows you to look at datasets in your workspace with the click of a button. I do a lot of data manipulation, so I am constantly having to look at datasets after operations to make sure they look correct. The view option in Rstudio makes checking datasets very fast.
  • Finally, I love the way Rstudio manages plotting. Your plots can be viewed in one of the panels. Those plots can easily be copy/pasted or exported into a variety of file types. You can also magnify the plots and scroll between plots to look at previous plots.
Maike Holthuijzen | TrustRadius Reviewer

Cons

RapidMiner Studio

  • I hope RapidMiner would be the first data science platform that allows data scientists to change the behaviour of a machine learning algorithm that already exists in the repository. For example, I want to be able to change the way a genetic algorithm mutates.
  • Automatic programming: One day, I hope RapidMiner can automatically generate codes in any 4th generation programming language based on the developed model.
  • More tutorials/samples needed: Why doesn't RapidMiner becomes the next 'UC Irvine Machine Learning Repository'? Provide real examples and real cases for users to study and understand the best practices in modelling. RapidMiner already has some datasets for a tutorial. Besides the existing samples, I hope RapidMiner can provide more sample data and examples.
Mohd Zakree Ahmad Nazri | TrustRadius Reviewer

RStudio

  • When you first start with RStudio, you need to install and then reference them in your script. In my view RStudio should come with pre-installed packages that most fundamental to any data analysis. Few example packages are 'dplyr' and 'ggplot.'
  • While everything in RStudio is achieved via writing script, it should include more point and click tasks such as right-clicking temporary datasets and removing them.
Anonymous | TrustRadius Reviewer

Likelihood to Renew

RapidMiner Studio

RapidMiner Studio 9.0
Based on 1 answer
Very fast and user-friendly tool
David Baltar Boilève | TrustRadius Reviewer

RStudio

RStudio 9.2
Based on 2 answers
We have internal BI tools support R libraries. So, Rstudio is our natural choice for other prototyping needs and predictions. Rstudio has been rather stable for quick needs and do not plan to switch to any other tool. It is free and we are not bound to pay anything. It is quick to learn and use.
Anonymous | TrustRadius Reviewer

Usability

RapidMiner Studio

RapidMiner Studio 9.0
Based on 1 answer
Very use to use and learn
David Baltar Boilève | TrustRadius Reviewer

RStudio

RStudio 8.9
Based on 2 answers
I think it's a quick and easy to use tool. The IDE is very intuitive and easy to adapt to. You do not need to learn a lot of things to use this tool. Any programmer and a person with knowledge or R can quick use this tool without issues.
Anonymous | TrustRadius Reviewer

Support Rating

RapidMiner Studio

No score
No answers yet
No answers on this topic

RStudio

RStudio 8.0
Based on 8 answers
Since R is trendy among statisticians, you can find lots of help from the data science/ stats communities. If you need help with anything related to RStudio or R, google it or search on StackOverflow, you might easily find the solution that you are looking for.
Xiaotong Song | TrustRadius Reviewer

Alternatives Considered

RapidMiner Studio

We selected RapidMiner due to ease of use and a comfortable user interface. It stacks up very well against these tools in the predictive analytics space. For basic analytics and data reporting, we chose QlikView and Qlik Sense as a more robust reporting platform.
Anonymous | TrustRadius Reviewer

RStudio

RStudio is the free alternative to MATLAB. It works just as well as the other software, and more features can be accessed but to the open-source nature. This software is more commonplace in the research lab setting due to its free cost.
Anonymous | TrustRadius Reviewer

Return on Investment

RapidMiner Studio

  • Thanks to the patters that RapidMiner has detected, we have been able to follow clues in the right direction, both for the Protein Interaction Network Analysis and for the Epilepsy Research
  • Students and participants of the machine learning workshops have learned about this technology and about the tool
Anonymous | TrustRadius Reviewer

RStudio

  • We've been able to implement several predictive models that stratify risk among our patient population which has been a positive impact.
  • We've conducted several clinical program evaluations using the MatchIt package in RStudio which demonstrated the clinical effectiveness of our programs.
  • We've kept the costs relatively low in productionalizing our models by running all automated jobs through RStudio using the Linux server CRONTAB.
Yoni Dvorkis | TrustRadius Reviewer

Pricing Details

RapidMiner Studio

General

Free Trial
Free/Freemium Version
Premium Consulting/Integration Services
Entry-level set up fee?
No

RStudio

General

Free Trial
Free/Freemium Version
Premium Consulting/Integration Services
Entry-level set up fee?
No

Rating Summary

Likelihood to Recommend

RapidMiner Studio
8.9
RStudio
8.8

Likelihood to Renew

RapidMiner Studio
9.0
RStudio
9.2

Usability

RapidMiner Studio
9.0
RStudio
8.9

Support Rating

RapidMiner Studio
RStudio
8.0

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