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Big Data analysis tools: STATISTICA, KNIME, Rapid Miner, Salford Systems top rated; R on the rise 

Bob Thompson | Jul 24, 2012 6,125 views 1 Comment

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Rexer Analytics just released results of its 5th annual Analytics Data Miner Survey. For those interested in tools to gain insight from the Big Data explosion, this report is a must read. It’s a comprehensive survey of 1,319 data miners from over 60 countries.

A few highlights I’d like to share from the report.

  • Data mining / analytics can be used for a wide variety of problems in the enterprise. But for the past 5 years running the study had found CRM/Marketing as the top field. Data miners said that “improving the understanding of customers” and “retaining customers” were popular goals.
  • Text mining is on the rise. About 1/3 of data miners currently use text mining and another third plan to do so in the future. Key applications include customer survey analysis (verbatims) and making sense of the Social Web.
  • Based on this chart below, you can see that STATISTICA, KNIME, Rapid Miner and Salford Systems received the highest marks in overall satisfaction. I was somewhat surprised that IBM (SPSS) and SAS didn’t score better. You can see a noticeable gap in the top 4 in top box (extremely satisfied) vs. the rest.


  • R (the open source tool) usage is ramping up dramatically. Over the past 5 years R usage has more than doubled to 47%. According to the report:

    R users report preferring it for being free, open source, and having a wide variety of algorithms. Many people also cited R’s flexibility and the strength of the user community.


  • Finally, companies with more “sophisticated” analytics capabilities perform better than peers. Thankfully, the study notes that this is self-report data and correlation analysis. As we all know (right?), correlation doesn’t imply causation. There are lots of factors in company performance; analytics prowess is just one.

There’s lots more in the 37-page report. Learn more here or request your free copy by emailing DataMinerSurvey@RexerAnalytics.com.

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One Response to Big Data analysis tools: STATISTICA, KNIME, Rapid Miner, Salford Systems top rated; R on the rise

  1. Guest December 5, 2012 at 4:24 am (1 comment) #

    From what you said, is it true the STATISTICA, KNIME, Rapid Miner, Salford Systems and R are all used as Big Data analysis tools???? can you show us some use cases???

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