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Top Rated
214 Ratings
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RStudio

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Top Rated
214 Ratings
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Score 9.1 out of 100

Likelihood to Recommend

Apache Spark MLib

No answers on this topic

RStudio

If you've got a bit of Linux skills in your organisation, and if you have the money to pay for RStudio Connect (or RStudio Workbench on the development side) then I think RStudio is definitely a sound investment. If you don't have Linux skills, or your analysts are not sufficiently advanced in R to need to deploy stuff running live (and are just emailing stuff around, basically) then you're probably not ready yet.
Chris Beeley | TrustRadius Reviewer

Feature Rating Comparison

Platform Connectivity

Apache Spark MLib
RStudio
8.7
Connect to Multiple Data Sources
Apache Spark MLib
RStudio
10.0
Extend Existing Data Sources
Apache Spark MLib
RStudio
9.0
Automatic Data Format Detection
Apache Spark MLib
RStudio
7.0

Data Exploration

Apache Spark MLib
RStudio
8.8
Visualization
Apache Spark MLib
RStudio
9.0
Interactive Data Analysis
Apache Spark MLib
RStudio
8.5

Data Preparation

Apache Spark MLib
RStudio
7.3
Interactive Data Cleaning and Enrichment
Apache Spark MLib
RStudio
7.0
Data Transformations
Apache Spark MLib
RStudio
7.5

Platform Data Modeling

Apache Spark MLib
RStudio
8.8
Multiple Model Development Languages and Tools
Apache Spark MLib
RStudio
9.0
Single platform for multiple model development
Apache Spark MLib
RStudio
8.5
Self-Service Model Delivery
Apache Spark MLib
RStudio
9.0

Model Deployment

Apache Spark MLib
RStudio
8.8
Flexible Model Publishing Options
Apache Spark MLib
RStudio
8.5
Security, Governance, and Cost Controls
Apache Spark MLib
RStudio
9.0

Pros

Apache Spark MLib

No answers on this topic

RStudio

  • Excellent integration of both R and Python IDEs in one.
  • Simple publishing of dashboards and applications from RStudio IDE to RStudio Connect.
  • Integration of package management with projects to support collaboration.
  • Excellent contributors to the R Open Source community, really invested in its health.
  • Support integration with Enterprise AD environments for security.
B. Mark Ewing | TrustRadius Reviewer

Cons

Apache Spark MLib

No answers on this topic

RStudio

  • Management of some deeper aspects of the platform is not a so straight-forward, especially when it comes to deal to customization (connections, packages management...).
  • Administration console may be a bit richer, making available of some operations that you may be interested on doing by user interface and not by shell.
  • Deploying apps is still a bit problematic for some particular (rare!) packages, make it easier to install packages not from the CRAN.
Flavio Leccese | TrustRadius Reviewer

Likelihood to Renew

Apache Spark MLib

No score
No answers yet
No answers on this topic

RStudio

RStudio 9.4
Based on 15 answers
There is no viable alternative right now. The toolset is good and the functionality is increasing with every release. It is backed by regular releases and ongoing development by the RStudio team.There is good engagement with RStudio directly when support is required.Also there's a strong and growing community of developers who provide additional support and sample code.
Anonymous | TrustRadius Reviewer

Usability

Apache Spark MLib

No score
No answers yet
No answers on this topic

RStudio

RStudio 9.0
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

Apache Spark MLib

No score
No answers yet
No answers on this topic

RStudio

RStudio 7.9
Based on 15 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

Implementation Rating

Apache Spark MLib

No score
No answers yet
No answers on this topic

RStudio

RStudio 8.9
Based on 4 answers
We did it at the individual level: anyone willing to code in R can use it.No real deployment involved.
Anonymous | TrustRadius Reviewer

Alternatives Considered

Apache Spark MLib

No answers on this topic

RStudio

Before implementing RStudio, our team struggling with coding in R. We tried to implement Visual Studio and Jupyter as alternatives to RStudio. But Jupyter was found to be not user friendly for our end-user and Visual Studio enterprise was not that great. We have not evaluated any other products available.
Anonymous | TrustRadius Reviewer

Return on Investment

Apache Spark MLib

No answers on this topic

RStudio

  • RStudio has allowed us to rapidly build and deploy functional Shiny applications that execute underlying code. In many cases, users don't realize they are running R under the hood.
  • Allowed us to integrate Python code and R code in a single application/visualization.
Anonymous | TrustRadius Reviewer

Screenshots

Pricing Details

Apache Spark MLib

General

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

RStudio

General

Free Trial
Yes
Free/Freemium Version
Yes
Premium Consulting/Integration Services
Entry-level set up fee?
Optional

Rating Summary

Likelihood to Recommend

Apache Spark MLib
RStudio
9.1

Likelihood to Renew

Apache Spark MLib
RStudio
9.4

Usability

Apache Spark MLib
RStudio
9.0

Support Rating

Apache Spark MLib
RStudio
7.9

Implementation Rating

Apache Spark MLib
RStudio
8.9

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