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Top Rated
41 Ratings

RStudio

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Top Rated
52 Ratings
Top Rated
41 Ratings
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Score 8.7 out of 101

RStudio

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Top Rated
52 Ratings
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Score 8.9 out of 101

Add comparison

Likelihood to Recommend

Anaconda

Anaconda is the best solution when you need to make more basic algorithm training. However, when the client necessity if completely new or there're poor libraries, anaconda is too basic.When designing algorithms, I find ai-one to be very useful. Other tools that more suitable than Anaconda for more complex tasks are protege, biffblue and Nervana Neon
Mauricio Quiroga-Pascal Ortega profile photo

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 profile photo

Feature Rating Comparison

Data Exploration

Anaconda
7.5
RStudio
Visualization
Anaconda
7.0
RStudio
Interactive Data Analysis
Anaconda
8.0
RStudio

Data Preparation

Anaconda
7.0
RStudio
Interactive Data Cleaning and Enrichment
Anaconda
7.0
RStudio
Data Transformations
Anaconda
8.0
RStudio
Data Encryption
Anaconda
6.0
RStudio
Built-in Processors
Anaconda
7.0
RStudio

Platform Data Modeling

Anaconda
5.7
RStudio
Automated Machine Learning
Anaconda
4.0
RStudio
Single platform for multiple model development
Anaconda
7.0
RStudio
Self-Service Model Delivery
Anaconda
6.0
RStudio

Model Deployment

Anaconda
4.5
RStudio
Flexible Model Publishing Options
Anaconda
5.0
RStudio
Security, Governance, and Cost Controls
Anaconda
4.0
RStudio

Pros

  • Anaconda is one platform with all the necessary toolset for data analysis. It is very easy to set up on any OS.
  • Adding new libraries and configuring them is quite simple and easy. Traditionally this task using command prompt is not simple. Updating the existing libraries is also easy.
  • I experimented many platforms and tools before deciding on Anaconda as this platform helps with lots of business insights for enhancing my work function.
  • Sharing the dashboards to team with very good visuals is easy as Jupyter Notebooks offers various forms of sharing.
  • For someone who is new, the learning curve is very simple. Excellent community help.
SURA SREENIVASULU profile photo
  • Organizes R in a fashion that is understandable
  • Provides a console to quickly test or run scripts
  • Easily understandable error prompts
  • Good documentation and consistent updates
  • Open source
No photo available

Cons

  • Sometimes it takes too much time to initialize
  • Some of the packages are not already charged so you need to upload them by hand.
Luciana Montivero profile photo
  • Will run slower on larger projects than on command line
  • Different from the traditional command line so has a very slight learning curve
  • Open source
No photo available

Likelihood to Renew

No score
No answers yet
No answers on this topic
RStudio9.5
Based on 2 answers
Rstudio is my go - to language for anything involving analysis. It has far more capabilities for data analysis than Python (in my opinion). New packages for novel analytical techniques are often published. Rstudio continues to implement great updates every few months as well. Finally, I really like that I can write LateX documents in Rstudio and integrate R code into them.
Maike Holthuijzen profile photo

Usability

No score
No answers yet
No answers on this topic
RStudio8.5
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.
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Alternatives Considered

Other systems might be easier to set-up but Anaconda is a fairly flexible analytics toolkit. It can be configured in a way that truly matches the way in which your business or analytics department works. Built on top of lots of open source projects so things aren't siloed and you can avoid vendor lock-in.
No photo available
We have only used RStudio to do any coding or scripts in R. Among other IDE's it was decided to use RStudio since it had the best documentation and an active community that pushes out pretty frequent updates. Cost of the platform and for training was also a consideration and both seemed to be minimalized after we formalized on RStudio.
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Return on Investment

  • We save a lot of programming time, since all the add-ons are in the same environment.
  • Being multiplatform, Anaconda is perfect for work teams with many people, since it supports all operating systems.
  • The only negative thing that can happen is that at first, the way of working in Anaconda can be a bit confusing. Once passed the learning period, its daily use is very comfortable.
Alejandro Daniel Copati profile photo
  • License for Rstudio is very cheap as compared to the value it adds to the business.
  • Have huge return of investment if power of Rstudio is utilised properly.
  • Data is secured on the local machine which is very valuable.
Rajat Wadhwani profile photo

Pricing Details

Anaconda

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

RStudio

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