38 Data preparation tools and platforms: Review of 38+ Data preparation tools and platforms including Actian Vector in Hadoop (VectorH Express), AdvancedMiner, Alpine Chorus, Alteryx Analytics, ClearStory Data, Datameer, Datawatch, FICO Big Data Analyzer, Holistics, IBM SPSS Modeler, Informatica Rev, Information Builders WebFOCUS Platform, KNIME, Lavastorm Analytics Engine, Logi DataHub, Logi Vision, Looker, Microsoft Power Query for Excel, Paxata, Pentaho Big Data Analytics, Platfora, RapidMiner, SAP Lumira, SAS Enterprise Guide, SAS Enterprise Miner, Segment, Stytch, Tamr, Teradata Loom, Trifacta, Vero Analytics, Waterline Data, Dell Toad Data Point, IBM DataWorks, Progress Easyl, and Omniscope are some of the top Data preparation tools and platforms in no particular order.