Assignment1.xlsx
Customers
| CustID | Sex | Race | BirthDate | College | HouseholdSize | ZipCode | Income | Spending2017 | Spending2018 | NumOfOrders | DaysSinceLast | Satisfaction | Channel |
| 1530016 | Female | Black | 12/16/86 | Yes | 5 | 90047 | 53000 | 287 | 241 | 3 | 101 | Very Dissatisfied | SM |
| 1531136 | Male | White | 5/9/93 | Yes | 5 | 90026 | 94000 | 1227 | 843 | 12 | 262 | | TV |
| 1532160 | Male | Black | 5/22/66 | Yes | 2 | 90027 | 64000 | 523 | | 9 | 122 | Very Satisfied | TV |
| 1532307 | Male | White | 9/16/64 | Yes | 4 | 90029 | 60000 | 516 | 582 | 13 | 129 | Very Dissatisfied | SM |
| 1532356 | Female | Hispanic | | No | 5 | 90017 | 57000 | 555 | 845 | 7 | 97 | Very Dissatisfied | Web |
| 1532387 | Male | White | 8/27/57 | Yes | 2 | 90028 | | 631 | 452 | 9 | 150 | Neutral | SM |
| 1533017 | Female | Hispanic | 5/14/85 | Yes | 3 | 90063 | 84000 | 229 | 153 | 2 | 144 | Very Satisfied | Web |
| 1533561 | Male | Hispanic | 2/10/81 | Yes | 5 | 90050 | 76000 | | 1079 | 23 | 122 | Very Satisfied | Referral |
| 1533697 | Female | | 10/8/74 | Yes | 3 | | 42000 | 300 | 247 | 3 | 238 | Very Satisfied | Web |
| 1533766 | Male | | 9/16/71 | Yes | | 90057 | 71000 | 925 | 708 | 4 | 171 | Neutral | TV |
| 1533791 | Male | White | 10/27/99 | Yes | 1 | 90060 | 97000 | 828 | 1028 | 17 | 110 | Very Dissatisfied | Web |
| 1533917 | Female | Black | 3/3/93 | Yes | 3 | 90045 | | 768 | 915 | 15 | 19 | Very Satisfied | Referral |
| 1534502 | Male | Hispanic | 12/26/89 | Yes | 2 | 90056 | 114000 | 938 | 665 | 7 | 262 | | TV |
| 1534928 | Male | Hispanic | 1/18/59 | Yes | 5 | 90033 | 96000 | 631 | 796 | 13 | 68 | Neutral | Referral |
| 1535063 | Female | White | 12/17/82 | Yes | 3 | 90024 | 42000 | 341 | 313 | 4 | 300 | Very Dissatisfied | TV |
| 1535406 | Male | White | 2/4/84 | No | 5 | 90051 | 55000 | 129 | 100 | 1 | 80 | Very Dissatisfied | Web |
| 1535449 | Male | Black | 9/21/58 | No | 2 | 90062 | 56000 | 435 | 384 | 6 | 180 | Very Dissatisfied | TV |
| 1535927 | Male | White | 1/12/79 | Yes | 1 | 90003 | | 1283 | 879 | 10 | 35 | Very Satisfied | Referral |
| 1536475 | Male | Pacific Islander | 5/17/58 | Yes | 2 | | 73000 | 1276 | 1108 | 20 | 56 | Neutral | Web |
| 1536814 | Male | Black | 7/25/62 | Yes | 5 | 90036 | 86000 | 478 | 401 | 3 | 80 | Very Dissatisfied | Web |
| 1537373 | Female | Black | 1/20/72 | No | 5 | 90035 | 44000 | 615 | 748 | 15 | 295 | Very Satisfied |
| 1537553 | Female | White | 7/7/61 | No | 4 | 90060 | | 153 | | 2 | 360 | Very Satisfied | TV |
| 1538886 | Male | American Indian | 9/15/96 | Yes | 2 | 90014 | 94000 | 590 | 524 | 7 | 177 | Somewhat Satisfied | Referral |
| 1539494 | Male | White | 11/17/73 | Yes | 4 | 90038 | 54000 | 451 | 307 | 6 | 35 | Neutral | Web |
| 1539808 | Male | Black | 8/2/54 | Yes | 5 | 90024 | 82000 | 389 | 486 | 6 | 167 | Neutral | Web |
| 1539941 | Male | Hispanic | 6/22/94 | No | 1 | 90033 | 42000 | 697 | 1150 | 22 | 267 | Very Satisfied | Referral |
| 1539995 | Female | Hispanic | 10/12/56 | Yes | 2 | 90067 | 96000 | 631 | 802 | 17 | 354 | Somewhat Satisfied | TV |
| 1540076 | Male | American Indian | 1/24/78 | Yes | 5 | 90012 | 60000 | 63 | 113 | 1 | 178 | Very Satisfied | TV |
| 1540183 | Male | White | | Yes | 1 | 90066 | | 1018 | 800 | 10 | 6 | Somewhat Satisfied | Web |
| 1540217 | Male | Hispanic | 10/22/69 | Yes | | 90011 | 76000 | 546 | 1037 | 26 | 271 | Somewhat Satisfied | SM |
| 1540539 | Male | White | 5/28/60 | Yes | 5 | 90049 | 100000 | 50 | 50 | 1 | 240 | Somewhat Satisfied | Web |
| 1540604 | Female | White | 4/22/70 | Yes | 3 | 90011 | 73000 | 428 | 539 | 5 | 12 | Very Satisfied | Web |
| 1541742 | Male | Black | 3/15/60 | Yes | 2 | 90052 | 106000 | 775 | 536 | 12 | 140 | Somewhat Dissatisfied | Referral |
| 1541931 | Male | Black | 1/4/56 | Yes | 3 | 90011 | 55000 | 561 | 587 | 3 | 302 | Somewhat Satisfied | TV |
| 1542099 | Male | Asian | 7/6/84 | Yes | 2 | 90038 | 86000 | 234 | 314 | 7 | 96 | Somewhat Dissatisfied | SM |
| 1542147 | Male | Black | 3/27/89 | Yes | 5 | 90030 | 51000 | 398 | 573 | 8 | 218 | Somewhat Satisfied |
| 1542352 | Male | White | 4/3/78 | Yes | 4 | 90048 | 60000 | 84 | 132 | 3 | 349 | Neutral | SM |
| 1542818 | Female | White | 12/10/60 | Yes | 1 | | | 969 | 814 | 14 | 58 | Neutral | TV |
| 1543502 | Male | Hispanic | 4/6/82 | Yes | | 90007 | 55000 | 461 | 563 | 12 | 17 | Somewhat Satisfied | SM |
| 1543582 | Male | White | 4/23/73 | Yes | 3 | 90047 | 101000 | 1166 | 1064 | 13 | 108 | Somewhat Dissatisfied | Web |
| 1543734 | Male | Pacific Islander | 3/6/90 | Yes | 5 | 90042 | 69000 | 390 | 442 | 3 | 265 | Somewhat Satisfied | TV |
| 1543850 | Male | White | 12/7/53 | Yes | 1 | 90008 | 66000 | 1851 | 1241 | 21 | 315 | Very Satisfied | SM |
| 1543988 | Male | Hispanic | 6/19/63 | Yes | | 90060 | 83000 | 449 | 813 | 11 | 263 | Somewhat Satisfied | Web |
| 1544003 | Male | Hispanic | 5/8/84 | Yes | 4 | 90010 | 68000 | 1357 | 1214 | 31 | 95 | Somewhat Satisfied | Referral |
| 1544391 | Male | White | 8/20/97 | Yes | 2 | 90005 | 68000 | 1314 | 1027 | 25 | 92 | Somewhat Satisfied | TV |
| 1544417 | Male | Hispanic | 3/14/80 | Yes | 4 | 90040 | 46000 | 299 | 369 | 3 | 281 | Somewhat Satisfied | TV |
| 1544461 | Female | Black | 8/3/72 | No | 5 | 90033 | 47000 | 328 | 300 | 4 | 66 | Neutral | SM |
| 1544588 | Male | White | 9/1/95 | Yes | 3 | 90028 | 78000 | 562 | 1057 | 16 | 224 | Neutral | SM |
| 1544628 | Male | White | 9/15/83 | Yes | 3 | 90021 | 69000 | 215 | 173 | 3 | 11 | Somewhat Satisfied |
| 1544649 | Male | White | 11/19/62 | No | 4 | 90055 | 55000 | 1081 | 1116 | 28 | 328 | Somewhat Dissatisfied | TV |
| 1544764 | Female | Black | 12/16/95 | Yes | 5 | 90045 | 97000 | 1272 | 911 | 16 | 59 | Somewhat Satisfied | Web |
| 1545054 | Male | Hispanic | 5/11/84 | Yes | 5 | 90014 | 102000 | 356 | 626 | 9 | 320 | Very Satisfied | Referral |
| 1545822 | Male | Hispanic | 10/17/64 | Yes | 4 | 90023 | 96000 | 613 | 1196 | 9 | 240 | Very Satisfied | Web |
| 1546050 | Male | Black | 3/3/65 | Yes | 2 | 90050 | 148000 | 1172 | 892 | 19 | 9 | Somewhat Satisfied | TV |
| 1546105 | Male | Black | 7/13/60 | Yes | 2 | 90033 | 123000 | 1000 | 799 | 8 | 360 | Somewhat Satisfied | Referral |
| 1546138 | Female | Black | 3/8/81 | Yes | 1 | | | 1170 | 1125 | 26 | 100 | Somewhat Satisfied | SM |
| 1546179 | Female | Black | 9/22/74 | Yes | 4 | 90034 | 50000 | 911 | 850 | 10 | 47 | Somewhat Satisfied | SM |
| 1546224 | Female | Asian | 9/25/80 | Yes | 5 | 90043 | 99000 | 228 | 417 | 9 | 76 | Somewhat Satisfied | Web |
| 1546623 | Female | Hispanic | 5/24/80 | Yes | 2 | 90029 | 56000 | 723 | 1038 | 22 | 188 | Somewhat Satisfied | Referral |
| 1546870 | Female | Black | 5/24/63 | Yes | 4 | 90062 | 71000 | 870 | 1127 | 19 | 40 | Very Satisfied | Referral |
| 1547473 | Male | White | 11/26/92 | Yes | 4 | 90027 | 65000 | 42 | 78 | 2 | 11 | Somewhat Satisfied | Referral |
| 1547620 | Male | White | 11/5/62 | Yes | 2 | 90001 | 63000 | 95 | 113 | 2 | 241 | Somewhat Satisfied | TV |
| 1547771 | Male | Asian | 3/10/96 | Yes | 3 | 90023 | 56000 | 679 | 790 | 10 | 352 | Neutral | Web |
| 1547864 | Female | Hispanic | 6/15/87 | Yes | 2 | 90050 | 44000 | 397 | 500 | 5 | 333 | Somewhat Satisfied | TV |
| 1548038 | Male | Hispanic | 10/13/96 | No | 3 | 90014 | 72000 | 182 | 163 | 1 | 52 | Somewhat Satisfied | Web |
| 1548419 | Female | Hispanic | 5/27/54 | No | 4 | 90067 | 42000 | 476 | 453 | 4 | 26 | Very Satisfied | Referral |
| 1549186 | Male | Hispanic | 3/18/57 | Yes | 2 | | 94000 | 967 | 764 | 7 | 262 | Neutral | TV |
| 1549239 | Male | Black | 7/8/90 | Yes | 1 | 90010 | 151000 | 667 | 688 | 17 | 296 | Very Satisfied | SM |
| 1549430 | Male | White | 3/26/98 | Yes | 2 | 90066 | 97000 | 1334 | 1020 | 24 | 176 | Somewhat Satisfied | TV |
| 1549535 | Male | Hispanic | 10/5/61 | Yes | 4 | 90008 | 87000 | 438 | 538 | 8 | 320 | Somewhat Satisfied | Web |
| 1549652 | Female | Black | 12/3/57 | Yes | 4 | 90025 | 94000 | 572 | 767 | 7 | 227 | Somewhat Dissatisfied | TV |
| 1549708 | Male | White | | Yes | 3 | 90032 | | 516 | 388 | 8 | 330 | Very Satisfied | Web |
| 1550134 | Male | Asian | 1/7/97 | Yes | 4 | 90021 | 91000 | 571 | 423 | 6 | 18 | Somewhat Satisfied | TV |
| 1550268 | Female | White | | Yes | 5 | 90010 | 62000 | 986 | 862 | 19 | 273 | Very Satisfied | Web |
| 1550307 | Male | Asian | 11/26/54 | Yes | 1 | 90013 | 97000 | 887 | 1195 | 12 | 49 | Somewhat Dissatisfied | Referral |
| 1550486 | Male | White | 4/28/55 | No | 3 | 90001 | 122000 | 124 | 130 | 1 | 205 | Very Satisfied | TV |
| 1550596 | Female | Black | 6/20/87 | Yes | 5 | 90038 | 92000 | 125 | 183 | 1 | 26 | Neutral | Referral |
| 1550597 | Male | White | 5/4/63 | Yes | 1 | 90020 | | 618 | 489 | 7 | 308 | Somewhat Satisfied | TV |
| 1550751 | Male | Hispanic | 1/15/53 | Yes | 3 | 90013 | 56000 | 65 | 87 | 1 | 341 | Somewhat Satisfied | Web |
| 1550842 | Male | White | 11/3/84 | Yes | 4 | 90053 | 60000 | 403 | 684 | 14 | 195 | Very Satisfied | TV |
| 1550969 | Female | White | 4/8/78 | Yes | 4 | 90030 | 47000 | 1045 | 774 | 16 | 76 | Neutral | TV |
| 1551391 | Female | Black | 6/10/87 | Yes | 5 | 90051 | 63000 | 105 | 188 | 4 | 183 | Somewhat Satisfied | Web |
| 1551454 | Male | Black | 8/5/99 | Yes | 3 | 90034 | 94000 | 675 | 580 | 15 | 342 | Very Satisfied | Web |
| 1551735 | Male | Asian | 9/27/76 | Yes | 4 | 90028 | 73000 | 107 | 148 | 4 | 214 |
| 1551796 | Male | Black | 11/14/61 | No | 4 | 90045 | 46000 | 1730 | 1206 | 19 | 159 | Very Satisfied | Web |
| 1552447 | Female | White | 7/1/96 | Yes | 1 | | | 312 | 602 | 5 | 200 | Somewhat Dissatisfied | Web |
| 1552841 | Female | White | 9/14/76 | Yes | 3 | 90068 | 52000 | 860 | 582 | 12 | 218 | Somewhat Satisfied | Referral |
| 1553405 | Female | Asian | 1/9/64 | Yes | 1 | 90042 | 50000 | 1566 | 1193 | 27 | 251 | Somewhat Satisfied | SM |
| 1553430 | Male | | 11/10/52 | Yes | 4 | 90044 | 77000 | 707 | 587 | 5 | 180 | Very Satisfied | Referral |
| 1553530 | Male | | 9/15/00 | Yes | 5 | 90033 | 109000 | 1028 | 1113 | 13 | 29 | Somewhat Satisfied | Web |
| 1553559 | Male | White | 8/26/97 | Yes | 4 | 90065 | 68000 | 87 | 82 | 2 | 149 | Somewhat Dissatisfied | SM |
| 1553637 | Male | Black | 8/27/58 | Yes | 5 | 90002 | | 547 | 900 | 15 | 158 | Somewhat Satisfied | SM |
| 1553660 | Female | White | 8/2/88 | Yes | 2 | 90023 | 47000 | 698 | 745 | 5 | 160 | Somewhat Satisfied | SM |
| 1553692 | Male | | 4/23/95 | No | 4 | 90019 | 70000 | 63 | 60 | 1 | 288 | Very Satisfied | Web |
| 1553737 | Female | Hispanic | 8/20/79 | Yes | 5 | 90052 | 83000 | 1210 | 867 | 16 | 95 | Neutral | TV |
| 1553843 | Male | White | 11/13/80 | Yes | 5 | 90014 | 136000 | 363 | 289 | 4 | 89 | Somewhat Satisfied | Web |
| 1553952 | Male | Black | | No | 5 | 90060 | 43000 | 771 | 1250 | 20 | 267 | Somewhat Satisfied | TV |
| 1554342 | Male | Hispanic | 11/4/69 | Yes | 1 | | 97000 | 1495 | 1126 | 26 | 313 | Somewhat Dissatisfied | TV |
| 1554589 | Male | Asian | 9/20/95 | No | 2 | 90030 | 56000 | 1489 | 1226 | 12 | 12 | Somewhat Satisfied | TV |
| 1555143 | Male | Asian | 10/10/75 | Yes | 1 | 90059 | | 870 | 950 | 18 | 211 | Somewhat Dissatisfied | Web |
| 1555266 | Male | White | 4/4/99 | Yes | 3 | 90063 | 50000 | 324 | 482 | 11 | 130 | Somewhat Satisfied | SM |
| 1555356 | Male | Hispanic | 8/4/87 | Yes | 3 | 90028 | 89000 | 899 | 1004 | 16 | 132 | Somewhat Satisfied | Web |
| 1555414 | Male | White | 3/9/56 | No | 5 | 90031 | 109000 | 652 | 1046 | 10 | 351 | Neutral | SM |
| 1555438 | Female | White | 1/21/66 | Yes | 5 | 90016 | 65000 | 637 | 728 | 12 | 22 | Somewhat Dissatisfied | Web |
| 1555539 | Female | Black | 6/10/81 | Yes | 2 | 90061 | 41000 | 913 | 1182 | 8 | | Very Satisfied | TV |
| 1555659 | Female | Black | 8/18/94 | Yes | 3 | 90029 | 42000 | 1456 | 1101 | 11 | 38 | Very Satisfied | TV |
| 1555979 | Male | White | 1/22/56 | Yes | 2 | 90055 | 69000 | 636 | 706 | 12 | 67 | Somewhat Satisfied | TV |
| 1556518 | Female | White | 6/25/96 | Yes | 5 | 90025 | 62000 | 794 | 724 | 19 | 305 | Somewhat Satisfied | Referral |
| 1556823 | Female | Hispanic | 4/26/83 | Yes | 4 | 90032 | 58000 | 686 | 1123 | 8 | 254 | Somewhat Satisfied | Referral |
| 1557181 | Male | White | 2/19/69 | Yes | 1 | 90067 | 105000 | 428 | 327 | 2 | 345 | Very Satisfied | SM |
| 1557273 | Male | Black | 12/2/66 | Yes | 2 | 90007 | 61000 | 275 | 431 | 6 | 205 | Somewhat Satisfied | Web |
| 1557386 | Male | Black | 9/23/75 | No | 3 | | 66000 | 706 | 564 | 4 | 69 | Neutral | TV |
| 1557407 | Male | White | 12/26/76 | Yes | 4 | 90015 | 48000 | 1398 | 1163 | 16 | 16 | Somewhat Satisfied | Referral |
| 1557679 | | White | 9/28/84 | Yes | 2 | 90004 | 72000 | 571 | 728 | 13 | 241 | Somewhat Satisfied | TV |
| 1557697 | Female | White | 2/28/61 | Yes | 2 | 90007 | | 1112 | 897 | 10 | 239 | Somewhat Satisfied | SM |
| 1557820 | | Black | 9/13/66 | Yes | 3 | 90039 | 80000 | 578 | 568 | 10 | 353 | Neutral | SM |
| 1559734 | Male | American Indian | 6/26/68 | Yes | 1 | 90004 | 75000 | 822 | 603 | 9 | 252 | Neutral | TV |
| 1560021 | Male | Black | 6/28/97 | Yes | 5 | 90054 | 50000 | 181 | 210 | 3 | 309 | Neutral | SM |
| 1560248 | Male | Black | 3/8/77 | No | 2 | 90021 | 54000 | 284 | 439 | 9 | 196 | Somewhat Satisfied | Web |
| 1560301 | Male | White | 3/23/85 | No | 3 | 90054 | 93000 | 553 | 907 | 17 | 164 | Very Satisfied | Referral |
| 1560457 | Male | Black | 12/7/89 | Yes | 3 | 90015 | | 789 | 745 | 15 | 318 | Somewhat Dissatisfied | SM |
| 1560632 | Female | Black | 11/15/52 | Yes | 2 | 90062 | 84000 | 532 | 467 | 11 | 108 | Somewhat Satisfied | TV |
| 1560809 | Male | Asian | 8/26/83 | Yes | 4 | 90047 | 58000 | 542 | 673 | 15 | 149 | Somewhat Satisfied | SM |
| 1560830 | Female | Black | 2/4/74 | Yes | 3 | 90034 | 63000 | 463 | 383 | 9 | 145 | Somewhat Satisfied | Web |
| 1561447 | Female | Black | 11/27/74 | Yes | 3 | 90043 | 43000 | 447 | 626 | 13 | 296 | Somewhat Satisfied | SM |
| 1562348 | Female | White | 12/2/63 | Yes | 3 | 90031 | 97000 | 877 | 860 | 7 | 115 | Neutral | TV |
| 1562398 | Male | White | 11/7/87 | No | 5 | 90047 | 70000 | 280 | 233 | 2 | 117 | Somewhat Satisfied | Web |
| 1562550 | Female | White | 9/19/77 | Yes | 4 | 90035 | 48000 | 1514 | 1106 | 26 | 342 | Very Satisfied | TV |
| 1562867 | Female | Black | 7/2/71 | Yes | 5 | | 97000 | 660 | 739 | 5 | 76 | Somewhat Satisfied | TV |
| 1563068 | Female | White | 10/24/93 | No | 5 | 90029 | 38000 | 369 | 267 | 6 | 308 | Somewhat Satisfied | TV |
| 1563186 | Male | Black | 3/22/64 | Yes | 5 | 90020 | 70000 | | 871 | 13 | 76 | Somewhat Satisfied | Web |
| 1563296 | Male | White | 8/12/99 | Yes | 3 | 90027 | 95000 | 474 | 407 | 9 | 30 | Very Satisfied | SM |
| 1563548 | Male | American Indian | 10/2/88 | Yes | 5 | 90043 | 167000 | | 692 | 12 | 221 | Very Satisfied | SM |
| 1563690 | Male | White | 5/11/64 | Yes | 4 | 90057 | 100000 | 281 | 221 | 4 | 354 | Very Satisfied | Web |
| 1563805 | Female | White | 5/21/79 | Yes | 5 | 90032 | | 194 | 151 | 2 | 234 | Somewhat Satisfied | Web |
| 1563935 | Male | Hispanic | 3/14/74 | Yes | 1 | 90063 | 74000 | 1062 | 1075 | 28 | 145 | Somewhat Satisfied | Web |
| 1563995 | Male | Asian | 12/10/58 | Yes | 2 | 90010 | 109000 | 178 | 127 | 1 | 319 | Very Satisfied | Web |
| 1564191 | Male | White | 11/17/95 | No | 3 | 90059 | 38000 | 794 | 555 | 6 | 14 | Somewhat Satisfied | Referral |
| 1564329 | Female | Hispanic | 1/10/82 | Yes | 4 | 90029 | 102000 | 522 | 449 | 6 | 296 | Somewhat Satisfied | Web |
| 1565323 | Female | White | 7/28/66 | Yes | 3 | 90059 | 73000 | 451 | 421 | 10 | 180 | Somewhat Satisfied | SM |
| 1565499 | Male | White | 11/14/83 | Yes | 1 | 90018 | 69000 | 424 | 499 | 9 | 279 | Somewhat Satisfied | Referral |
| 1565587 | Male | Black | 5/27/85 | Yes | 4 | 90063 | 91000 | 657 | 842 | 7 | 103 | Somewhat Satisfied | TV |
| 1565651 | Male | Hispanic | 2/1/52 | Yes | 3 | 90032 | 65000 | 1646 | 1110 | 7 | 250 | Neutral | SM |
| 1565786 | Male | Asian | 2/23/60 | Yes | 3 | 90031 | 80000 | 415 | 300 | 4 | 139 | Neutral | Referral |
| 1566013 | Female | Black | 8/12/99 | Yes | 1 | 90022 | | 960 | 761 | 12 | 296 | Somewhat Satisfied | SM |
| 1566051 | Male | Hispanic | 9/25/95 | Yes | 1 | 90029 | 47000 | 274 | 517 | 10 | 345 | Neutral | TV |
| 1566110 | Male | Hispanic | 7/3/66 | No | 3 | 90055 | 51000 | 683 | 1092 | 22 | 358 | Somewhat Satisfied | Web |
| 1566529 | Female | White | 3/3/92 | Yes | 3 | | 78000 | 1164 | 1105 | 13 | 280 | Somewhat Dissatisfied | Web |
| 1567124 | Female | Black | 12/9/56 | No | 5 | 90015 | 67000 | 610 | 1128 | 10 | 59 | Neutral | Web |
| 1567193 | Female | White | 10/15/64 | Yes | 3 | 90010 | 61000 | 1157 | 962 | 22 | 168 | Somewhat Dissatisfied | TV |
| 1567195 | Male | White | 7/13/58 | Yes | 2 | 90047 | 136000 | 333 | 563 | 14 | 15 | Somewhat Satisfied | Web |
| 1567250 | Male | White | 3/13/77 | Yes | 4 | 90050 | 77000 | 275 | 288 | 2 | 174 | Somewhat Satisfied | SM |
| 1567389 | Female | Black | 12/9/00 | Yes | 2 | 90030 | 41000 | 1344 | 979 | 9 | 213 | Very Satisfied | Web |
| 1567469 | Male | White | 2/18/60 | Yes | 1 | 90065 | 87000 | 157 | 247 | 4 | 129 | Somewhat Satisfied | Referral |
| 1567597 | Male | White | 9/5/81 | No | 1 | 90032 | 71000 | 882 | 659 | 11 | 121 | Very Satisfied | Referral |
| 1567998 | Female | White | 5/27/88 | Yes | 2 | 90014 | | 653 | 556 | 5 | 100 | Somewhat Satisfied | Referral |
| 1568380 | Female | Pacific Islander | 8/19/56 | Yes | 2 | 90020 | 62000 | 1096 | 963 | 9 | 231 | Neutral | TV |
| 1568821 | Female | White | 6/27/74 | Yes | 2 | 90034 | 52000 | 572 | 698 | 10 | 345 | Somewhat Satisfied | TV |
| 1569187 | Male | Black | 2/12/56 | Yes | 4 | 90054 | 68000 | 758 | 620 | 11 | 97 | Somewhat Dissatisfied | Web |
| 1569198 | Male | Hispanic | 6/3/54 | Yes | 4 | 90064 | 54000 | 835 | 920 | 23 | 331 | Somewhat Satisfied | Web |
| 1569840 | Female | White | 8/25/89 | Yes | 1 | 90007 | 44000 | 700 | 823 | 20 | 173 | Somewhat Satisfied | Web |
| 1570150 | Female | White | 3/8/63 | No | 3 | 90054 | 53000 | 947 | 1155 | 27 | 352 | Very Satisfied | TV |
| 1571158 | Male | Black | 11/22/79 | Yes | 1 | 90052 | 74000 | 214 | 220 | 2 | 134 | Somewhat Satisfied | Web |
| 1571419 | Female | | 8/17/64 | Yes | 5 | 90064 | 41000 | 1285 | 1137 | 18 | 44 | Very Satisfied | Web |
| 1571455 | Male | | 3/5/60 | Yes | 4 | 90043 | 95000 | 585 | 1144 | 7 | 176 | Very Satisfied | Web |
| 1571457 | Male | | 2/19/96 | Yes | 1 | 90001 | | 963 | 1099 | 13 | 248 | Somewhat Satisfied | SM |
| 1571887 | Male | Black | 8/11/76 | Yes | | 90013 | 99000 | 610 | 520 | 7 | 68 | Neutral | SM |
| 1571944 | Male | White | 11/20/67 | Yes | 5 | 90001 | 86000 | 312 | 226 | 2 | 100 | Somewhat Satisfied | TV |
| 1572715 | Female | Black | 4/25/97 | No | 4 | 90026 | 43000 | 93 | 69 | 1 | 223 | Somewhat Satisfied | TV |
| 1572877 | Female | White | 7/28/99 | No | 1 | 90032 | 42000 | 245 | 183 | 4 | 60 | Somewhat Satisfied | TV |
| 1573196 | Female | Black | 11/4/00 | Yes | 4 | 90012 | 70000 | 127 | 104 | 3 | 137 | Neutral | Referral |
| 1573273 | Male | White | 9/9/75 | Yes | 5 | 90023 | 110000 | 1497 | 1157 | 28 | 220 | Somewhat Satisfied | Web |
| 1573758 | Female | Hispanic | 6/7/00 | | 3 | 90013 | 57000 | 531 | 986 | 15 | | Somewhat Satisfied | TV |
| 1573908 | Male | White | 9/10/90 | No | 4 | 90039 | 71000 | 213 | 293 | 2 | 42 | Very Satisfied | Referral |
| 1574015 | Male | White | | No | 2 | 90049 | 67000 | 708 | 549 | 12 | 133 | Neutral | Web |
| 1574042 | Female | Hispanic | 10/19/74 | Yes | 3 | 90013 | 108000 | 593 | 1044 | 9 | 213 | | TV |
| 1574047 | Female | Black | 2/4/72 | Yes | 1 | 90010 | 49000 | 298 | 202 | 2 | 248 | Somewhat Satisfied | TV |
| 1574098 | Male | Hispanic | 11/24/79 | Yes | 4 | 90050 | 86000 | 75 | 68 | 1 | 176 | Somewhat Satisfied | Referral |
| 1574151 | Female | Black | 1/28/80 | Yes | 5 | 90012 | 61000 | 778 | 1144 | 28 | 95 | Somewhat Satisfied | TV |
| 1574379 | Male | Black | 9/1/79 | Yes | 2 | 90047 | 60000 | 514 | 636 | 10 | 265 | Neutral | Referral |
| 1574687 | Female | Black | 10/12/68 | Yes | 1 | 90030 | 54000 | 266 | 338 | 5 | 281 | Very Satisfied | Referral |
| 1574764 | Female | White | 2/19/80 | Yes | 4 | 90041 | 87000 | 841 | 689 | 7 | 181 | Somewhat Satisfied | TV |
| 1574841 | Female | White | 11/6/81 | Yes | 2 | 90037 | 57000 | 1212 | 1122 | 28 | | Very Satisfied | Referral |
| 1575294 | Male | White | 8/25/63 | Yes | 3 | 90061 | 75000 | 175 | 172 | 2 | 211 | Somewhat Satisfied | Referral |
| 1575448 | Male | Hispanic | 6/19/98 | Yes | 4 | 90050 | 100000 | 486 | 437 | 5 | 223 | Somewhat Satisfied | Referral |
| 1575538 | Male | Hispanic | 11/2/96 | Yes | 5 | 90063 | 129000 | 813 | 949 | 24 | 140 | Neutral | Web |
| 1575993 | Male | White | 11/10/86 | Yes | 3 | 90036 | 92000 | 406 | 409 | 3 | 294 | Somewhat Satisfied | SM |
| 1576211 | Female | White | 8/14/85 | No | 1 | 90017 | 31000 | 1336 | 1244 | 15 | 280 | Very Satisfied | Web |
| 1576752 | Male | Black | 7/18/68 | Yes | 4 | 90044 | 82000 | 1322 | 1241 | 11 | 159 | Very Satisfied | TV |
| 1576984 | Male | Black | 2/20/66 | Yes | 4 | 90050 | | 152 | 247 | 6 | 148 | Neutral | Web |
| 1577095 | Male | White | 12/4/97 | Yes | 2 | 90030 | 58000 | 471 | 319 | 2 | 128 | Somewhat Satisfied | SM |
| 1577691 | Male | Hispanic | 3/27/76 | Yes | 5 | 90001 | 97000 | 70 | 89 | 2 | 205 | Somewhat Satisfied | TV |
| 1577940 | Female | Black | 2/27/73 | Yes | 5 | 90019 | 94000 | 634 | 1206 | 18 | 181 | Somewhat Satisfied | Web |
| 1578327 | Male | Hispanic | 8/24/67 | Yes | 1 | 90024 | 49000 | 1015 | 760 | 11 | 136 | Neutral | SM |
| 1578472 | Female | Black | 7/4/62 | Yes | 2 | 90067 | 76000 | 385 | 322 | 7 | | | Web |
| 1578525 | Male | Hispanic | 12/12/63 | Yes | 1 | 90005 | 82000 | 1521 | | 25 | 302 | Somewhat Satisfied | Web |
| 1579349 | Male | Asian | 12/19/80 | Yes | 1 | 90010 | 49000 | | 397 | 10 | 200 | Somewhat Satisfied | Web |
| 1579389 | Female | American Indian | 5/21/00 | Yes | 1 | 90009 | 50000 | 625 | 514 | 10 | 233 | Somewhat Dissatisfied | Referral |
| 1579857 | Female | White | 1/26/91 | Yes | 1 | 90055 | 52000 | 325 | 586 | 13 | 219 | Somewhat Dissatisfied | Referral |
| 1579979 | Male | White | 7/5/99 | Yes | 5 | | 102000 | 1080 | 926 | 10 | 113 | Somewhat Satisfied | SM |