We performed a comparison between IBM SPSS Modeler and IBM SPSS Statistics based on real PeerSpot user reviews.
Find out in this report how the two Data Mining solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI."It is a great product for running statistical analysis."
"Very good data aggregation."
"We have a local representative who specializes in SPSS. He will help us do the PoC."
"A lot of jobs that are stuck in Excel due to the huge numbers of rows are tackled pretty quickly."
"Our business units' capabilities with SPSS Modeler is high. They no longer waste time on modeling and algorithms, meaning they are not coding any more. For example, segmentation projects now take one to three months, rather than six months to a year, as before."
"It helped me in that I didn't need to write them by hand, and I could get a result in one or two minutes. That helped me a lot."
"Our go live process has been slightly enhanced compared to the previous programmatic process. There is now a faster time to production from the business end."
"Some basic form of feature engineering for classification models. This really quickens the model development process."
"In terms of the features I've found most valuable, I'd say the duration, the correlation, and of course the nonparametric statistics. I use it for reliability and survival analysis, time series, regression models in different solutions, and different types of solutions."
"It is a modeling tool with helpful automation."
"in terms of the simplicity, I think the SPSS basic can handle it."
"The software offers consistency across multiple research projects helping us with predictive analytics capabilities."
"The SPSS interface is very accessible and user-friendly. It's really easy to get information in it. I've shared it with experts and beginners, and everyone can navigate it."
"The features that I have found most valuable are the Bayesian statistics and descriptive statistics."
"SPSS can handle whatever you throw at it, whether your data set contains 10,000, 100,000, or a million objects. It's like the heavy artillery of analytical tools."
"The most valuable features are the small learning curve and its ability to hold a lot of data."
"I would like better integration into the Weather Company solution. I have raised a couple of concerns about this integration and having more time series capabilities."
"When you are not using the product, such as during the pandemic where we had worldwide lockdowns, you still have to pay for the licensing."
"The biggest issue with the visual modeling capability is that we can't extract the SQL code under the hood."
"The standard package (personal) is not supported for database connection."
"Dimension reduction should be classified separately."
"I think mapping for geographic data would also be a really great thing to be able to use."
"It is not integrated with Qlik, Tableau, and Power BI."
"I would like see more programming languages added, like MATLAB. That would be better."
"I feel that when it comes to conducting multiple analyses, there could be more detailed information provided. Currently, the software gives a summary and an overview, but it would be beneficial to have specific details for each product or variable."
"The solution could improve by providing a visual network for predictions and a self-organizing map for clustering."
"IBM SPSS Statistics could improve the visual outputs where you are producing, for example, a graph for a company board of directors, or an advert."
"Improvements are needed in the user interface, particularly in terms of user-friendliness."
"The product should provide more ways to import data and export results that are user-friendly for high-level executives."
"The reports could be better."
"Better documentation on how to use macros."
"Perhaps in terms of visualization. It's not really easy to do some data visualization, just simple, descriptive analysis in SPSS. I think that could be an area for improvement."
IBM SPSS Modeler is ranked 4th in Data Mining with 38 reviews while IBM SPSS Statistics is ranked 3rd in Data Mining with 36 reviews. IBM SPSS Modeler is rated 8.0, while IBM SPSS Statistics is rated 8.0. The top reviewer of IBM SPSS Modeler writes "Easy to use, quick to learn, and offers many ways to analyze data". On the other hand, the top reviewer of IBM SPSS Statistics writes "Enhancing survey analysis that provides valued insightfulness". IBM SPSS Modeler is most compared with Microsoft Power BI, KNIME, RapidMiner, Alteryx and SAS Visual Analytics, whereas IBM SPSS Statistics is most compared with Alteryx, TIBCO Statistica, Microsoft Azure Machine Learning Studio, Weka and Oracle Advanced Analytics. See our IBM SPSS Modeler vs. IBM SPSS Statistics report.
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