In the two years since Gartner proclaimed “self-service data preparation” to be an essential component of the broader analytics market, the technology and competitive landscape has changed dramatically.

There are now dozens of vendors offering stand-alone data prep tools, data prep features integrated into business intelligence (BI)/data science platforms, and data prep utilities added to data visualization and data quality solutions. There are solutions available onsite or in the cloud, some with rich scripting and data mining features, others with automation and modern user-experiences intended for non-technical/business users.

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