Data feedback interface

A method comprising:

• presenting a form pre-populated with a plurality of data sets;
• computing a first level of confidence corresponding to a first data set, in the plurality of data sets;
• determining that the first level of confidence corresponding to the first data set does not meet a first threshold value;
• responsive to determining that the first level of confidence corresponding to the first data set does not meet the first threshold value:
• displaying a textual message that suggests a need for user review associated with the first data set and indicates a reason underlying the first level of confidence determined for the first data set, wherein the textual message is displayed in association with the first data set in the form;
• computing a second level of confidence corresponding to a second data set, in the plurality of data sets;
• determining that the second level of confidence corresponding to the second data set, in the plurality of data sets, meets a second threshold value;
• and
• responsive to determining that the second level of confidence corresponding to the second data set meets the second threshold value:
• refraining from displaying any visualization, that suggests a need for user review associated with the second data set, in association with the second data set in the form;
• wherein:
• the first data set is obtained from a first source, of a plurality of sources;
• the second data set is obtained from a second source, of the plurality of sources;
• and
• the textual message further indicates that the first data set is obtained from the first source.

One or more non-transitory machine-readable media storing instructions which, when executed by one or more processors, cause performance of operations comprising:

• presenting a form pre-populated with a plurality of data sets comprising a first data set obtained from a first source and a second data set obtained from a second source;
• computing a first level of confidence corresponding to the first data set;
• determining that the first level of confidence corresponding to the first data set does not meet a first threshold value;
• responsive to determining that the first level of confidence corresponding to the first data set does not meet the first threshold value:
• displaying a textual message that suggests a need for user review associated with the first data set and indicates that the first data set is obtained from the first source, wherein the textual message is displayed in association with the first data set in the form;
• computing a second level of confidence corresponding to a second data set, in the plurality of data sets;
• determining that the second level of confidence corresponding to the second data set, in the plurality of data sets, meets a second threshold value;
• and
• responsive to determining that the second level of confidence corresponding to the second data set meets the second threshold value:
• refraining from displaying any visualization, that suggests a need for user review associated with the second data set, in association with the second data set in the form.