Statistics of invalid atom types (r = 0) from select data sources. For the top-3 depositors of substances containing invalid ‘organic-only’ atom types, the incidence of the respective top-10 most frequent invalid atom types is shown. Incidence is calculated for each contributor separately based on the total number of substances containing such atom types. For the corresponding atom types, see Fig. 10.