Methodology and Key Findings

•  Research survey of 518 business leaders from large organizations at Strata + Hadoop World.

•  84 percent of organizations need to blend data from 4+ data

sources; 49 percent need to blend 8 to 15+ data sources. •  70 percent report that data wrangling takes them many

days or weeks to get the information they need it to make decisions.

•  Most rely on email (69 percent), dashboards (59 percent),

and Excel (54 percent) when sharing and collaborating on insights.