"Table 4. Distribution of modeled chemometric families by each sample type with percentages of sample types represented in each family. The data set includes samples from this study and from Lorenson and others (2009). The distribution reveals that the tribe 3 tarballs have no known produced oil source. The most frequent tarball family (22) occurs in 55.6 percent of the samples and in 16.5 percent of all seeps and from 17.5 percent of produced oils from Southern California. The most frequent produced oil family (13) comprises almost 40 percent of the produced oils, but only 7.0 percent of all seeps and 0.4 percent of the tarballs, indicating that produced oil spillage is not contributing to tarball deposition. Of the total seep samples, 36.7 percent could not be classified by our model due to typically extreme biodegradation. " [ Southern California oils: SC oils] Sample Type Percentage of Sample Type within each Family Family All Oils SC Oils Seeps Unlocated seep oil All Seeps Tarballs Total no. smpls. % All Oils %SC Oils % Seeps % Unlocated Seeps % All Seeps % Tarballs 0 8 0 56 2 58 18 84 7.5 0.0 46.3 5.4 36.7 3.4 Tribe 1 11 5 5 8 5 13 4 22 4.7 6.3 6.6 13.5 8.2 0.8 12 13 7 4 3 7 5 25 12.3 8.8 3.3 8.1 4.4 1.0 13 42 31 11 0 11 2 55 39.6 38.8 9.1 0 7.0 0.4 14 2 2 3 4 7 28 37 1.9 2.5 2.5 10.8 4.4 5.4 Tribe 2 22 15 14 18 8 26 291 84 14.2 17.5 14.9 21.6 16.5 55.6 211 2 2 11 11 22 32 56 1.9 2.5 9.1 29.7 13.9 6.1 212 5 5 5 3 8 20 33 4.7 6.3 4.1 8.1 5.1 3.8 213 14 14 0 0 0 1 15 13.2 17.5 0 0 0 0.2 Tribe 3 31 0 0 4 0 4 8 12 0 0 3.3 0 2.5 1.5 32 0 0 1 1 2 12 14 0 0 0.8 2.7 1.3 2.3 33 0 0 0 0 0 54 54 0 0 0 0 0 10.3 34 0 0 0 0 0 27 27 0 0 0 0 0 5.2 35 0 0 0 0 0 21 21 0 0 0 0 0 4.0 Total no. type 106 80 121 37 158 523 787