Aspects of the present disclosure provide techniques for integration scoring. Embodiments include importing a set of values from a data source to an electronic data system and assigning each value of the set of values to an import variable of a set of import variables in the electronic data system. Embodiments include displaying in a user interface a value for each import variable in the set of import variables in the electronic data system and receiving, via the user interface, one or more corrections to one or more import variables in the set of import variables. Embodiments include determining a weight corresponding to each import variable for which a correction was received. Embodiments include determining an integration score based on the one or more corrections and the weight corresponding to each import variable in the set of import variables for which a correction was received via the user interface.