We performed a comparison between Alteryx and IBM SPSS Statistics based on real PeerSpot user reviews.
Find out in this report how the two Data Science Platforms solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI."The Alteryx designer has been the most useful feature in the solution."
"There are a lot of good customization capabilities."
"Alteryx is so advanced. It's just drag and drop."
"Automation is the most valuable aspect for us. The ability to wrap business logic around the data is very helpful."
"The three data signs and data engineering are great features."
"The most valuable feature is user-friendliness, as Alteryx can be used by those without any coding experience or experienced data scientists as it has the functionality to embed R and Python scripts."
"The solution offers excellent predicting power. The accuracy and confidence have been great."
"I like the solution's velocity, the speed with which it processes data, and its ease of use."
"You can quickly build models because it does the work for you."
"It has the ability to easily change any variable in our research."
"The most valuable feature is its robust statistical analysis capabilities."
"Some of the most valuable features that we are using with some business models are machine learning algorithms, statistical models given to us by the business, and getting data from the database or text files."
"The software offers consistency across multiple research projects helping us with predictive analytics capabilities."
"The most valuable features are the small learning curve and its ability to hold a lot of data."
"Most of the product features are good but I particularly like the linear regression analysis."
"The best part is that they have an algorithm handbook, so you can open it up and understand how it works, and if it is useful, this is very important."
"It seems to me that it is not always user friendly."
"Mastering Alteryx, a comprehensive solution, takes time. However, once you have gained proficiency with its layout and how to drag, drop, and connect components, it becomes remarkably easy, yet still thorough."
"They should make the solution user-friendly for nontechnical people by giving specific names to the options."
"From a commercial standpoint, more options should be available for pricing. The licensing model needs to be specific."
"The workflow and pipeline need to improve."
"The solution can be made more affordable."
"All of the reports are migrated or exported in an Excel file, and most of the time, a business intelligence tool is required. They could have better reporting. The aesthetic could be improved."
"I mostly used it for flat files, but I have many colleagues who reported that to tune a query, in case they want to directly connect to the database, there is no option to optimize the performance of the query, as we have in Informatica."
"In some cases, the product takes time to load a large dataset. They could improve this particular area."
"It could allow adding color to data models to make them easier to interpret."
"The reports could be better."
"Most of the package will give you the fixed value, or the p-value, without an explanation as to whether it it significant or not. Some beginners might need not just the results, but also some explanation for them."
"I'd like to see them use more artificial intelligence. It should be smart enough to do predictions and everything based on what you input."
"There is a learning curve; it's not very steep, but there is one."
"SPSS slows down the computer or the laptop if the data is huge; then you need a faster computer."
"The solution could improve by providing a visual network for predictions and a self-organizing map for clustering."
Alteryx is ranked 3rd in Data Science Platforms with 74 reviews while IBM SPSS Statistics is ranked 8th in Data Science Platforms with 36 reviews. Alteryx is rated 8.4, while IBM SPSS Statistics is rated 8.0. The top reviewer of Alteryx writes "Feature-rich ETL that condenses a number of functions into one tool". On the other hand, the top reviewer of IBM SPSS Statistics writes "Enhancing survey analysis that provides valued insightfulness". Alteryx is most compared with KNIME, Dataiku, Databricks, RapidMiner and SAS Enterprise Guide, whereas IBM SPSS Statistics is most compared with TIBCO Statistica, Microsoft Azure Machine Learning Studio, IBM SPSS Modeler, Weka and Oracle Advanced Analytics. See our Alteryx vs. IBM SPSS Statistics report.
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Alteryx Definitely. SPSS is an old product et very outdated as compared to the new tools such as Alteryx or Knime.