August 2026
Notes, issues, defects and warranties from iControl. Notes and issues share the same finding record. The class is the observation type.
01 · Volume
Active findings across projects and clients. Deleted rows are out.
02 · Classes
Clients name their own types. Nearby names are grouped: Avvikelse / Fel / Issue as issues, Notering as notes, E-types as contractor errors.
Share of active findings by grouped observation type.
As named by each client, ungrouped.
03 · Problems
Themes come from the top 200 error labels (26.7% of all findings). Pass answers such as “Utan anmärkning” are out of this list.
Grouped from the long tail of field labels.
The raw labels as they were recorded.
04 · Where
Space is empty on 91.6% of rows. Trade is empty on 96%. Object type is the most complete place field.
05 · Warranties
Warranty records are rare. Comments sit on findings. They are not a second problem list.