The main difference between data analytics and data visualization is: data analytics is a graphical presentation of data. data analytics helps identify meaningful relations and trends from the past only data analytics helps identify meaningful relations and trends related to the future only Odata analytics helps identify meaningful relations and trends from both past events and the future to help predict future events.