How VIVO differs from a spreadsheet, where VIVO data typically comes from, cleaning data prior to loading, matching against data already in VIVO, and doing further cleanup once it's in VIVO

 

How VIVO differs from a spreadsheet

 

Where VIVO data typically comes from

 

Cleaning data prior to loading

 

Matching against data already in VIVO

 

Doing further cleanup once in VIVO