ibm-spss-vs-rstudio

Intro

RStudio and IBM SPSS are powerful data science platforms used to conduct statistical analysis of data sets. 

RStudio is an open-source tool that uses the R programming language to analyze data and create visualizations. IBM SPSS is used for statistical analysis and has features that make it easier for individuals without coding knowledge to analyze large datasets.  

Both RStudio and IBM SPSS are popular with large companies and in higher education, but RStudio is also commonly used by individuals due to its open-source nature and expansive free options. 

Features

Both RStudio and IBM SPSS offer robust statistical abilities but have key features that may make them more appealing to certain customers. 

Because RStudio is open-source software it offers a large community of users that can make finding solutions to problems. Users also speak highly of the product’s enterprise-level support. Due to its open-source nature, RStudio also offers a large number of user-created downloadable packages and programs which can be used to analyze datasets. Users also report that RStudio integrates well with a variety of different software and database applications. 

A key feature of IBM SPSS is that it offers better out of the box capabilities with less setup and downloading of packages. This program offers a minimal learning curve due to its more accessible graphical user interface and the ability to run scripts without extensive coding knowledge. Another advantage of  IBM SPSS is that it offers built-in data scrubbing and staging capabilities. 

Limitations

While both RStudio and IBM SPSS are both excellent data analysis tools, both exhibit some shortcomings depending on a customer’s use case. 

RStudio users have complained about poor debugging abilities and difficulty in understanding errors. RStudio is also resource-intensive and can drastically slow computer performance if the user’s machine does not have enough RAM. Users have also noted that this issue may be compounded by a limited number of statistical packages that are able to make use of CPU parallel processing. Another issue that users have encountered with RStudio is backward compatibility. Some packages may not work correctly after software updates and they may have to be redownloaded or patched. 

IBM SPSS users have mentioned that visualizations and output graphics could be of a higher quality and may need to be exported to other programs to make them look presentation ready. Users have also complained about performance or installation issues when using Mac products. The final downside to IBM SPSS vs some of its newer competition is its price since there are many free and open-source competitors in this space. This can make it a poor choice for small businesses or individuals looking for an affordable option.l. 

Pricing

RStudio and IMB SPSS both offer free versions of their software with Rstudio offering a forever free version to individuals and IMB SPSS offering a 14-day trial. 

RStudio also offers enterprise-level packages. Pricing starts with RStudio Desktop Pro at $995.00 per year for a single user and includes access to RStudio support. The next available tier is RStudio Server Pro Standard at $4,975.00 per year which allows 5 named users and includes access to an online launcher and supports multiple R versions and sessions. The top tier product offering is RStudio Server Pro Enterprise and is priced at $11,950.00 per year which allows 10 named users and includes access to more servers such as development, production, and disaster recovery. This tier also includes the ability to deploy to Amazon Web Services and Microsoft Azure. If your organization requires more users than are offered in the aforementioned tiers, there is a custom option offered and pricing can be obtained by contacting the vendor. 

IBM SPSS can be purchased in two ways. A per month subscription model to the base level software can be purchased for $99.00 per user per month. This tier includes desktop-only capability. 3 additional expansion modules can be added to this tier for an extra cost of $79.00 each. Prices for perpetual term licenses for the Base, Standard, Professional, and Premium packages can be obtained by contacting the vendor. This tier includes access to server-based analytics and cloud storage.