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CRM_Call_Center_Logs (first 100 rows)
| date_received | complaint_id | rand_client | phonefinal | vru_line | call_id | priority | type | outcome | server | ser_start | ser_exit | ser_time | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2017-03-27 | CR2406263 | 4587.0 | 977-806-9726 | AA0103 | 34536.0 | 0.0 | NW | AGENT | MICHAL | 13:34:11 | 13:40:23 | 00:06:12 |
| 1 | 2017-03-27 | CR2405641 | 3328.0 | 322-598-7152 | AA0205 | 34537.0 | 0.0 | PS | AGENT | TOVA | 10:58:22 | 11:16:10 | 00:17:48 |
| 2 | 2017-03-27 | CR2405629 | 1685.0 | 508-311-5237 | AA0110 | 34538.0 | 2.0 | PS | AGENT | YIFAT | 13:00:54 | 13:13:31 | 00:12:37 |
| 3 | 2017-03-23 | CR2400594 | 1945.0 | 265-394-2727 | AA0113 | 34540.0 | 2.0 | PS | AGENT | AVNI | 16:18:21 | 16:19:40 | 00:01:19 |
| 4 | 2017-03-22 | CR2399607 | 4303.0 | 206-008-0460 | AA0102 | 34541.0 | 1.0 | PS | AGENT | STEREN | 14:48:22 | 14:55:19 | 00:06:57 |
| 5 | 2017-03-22 | CR2398621 | 10209.0 | 617-060-9671 | AA0203 | 34542.0 | 0.0 | PS | AGENT | ANAT | 09:15:43 | 09:32:44 | 00:17:01 |
| 6 | 2017-03-22 | CR2398447 | 4248.0 | 617-739-1926 | AA0203 | 34543.0 | 0.0 | PS | AGENT | YIFAT | 11:33:16 | 11:41:36 | 00:08:20 |
| 7 | 2017-03-16 | CR2391104 | 375.0 | 508-906-6051 | AA0102 | 34553.0 | 2.0 | PS | AGENT | TOVA | 14:10:43 | 14:23:31 | 00:12:48 |
| 8 | 2017-03-15 | CR2388840 | 2259.0 | 854-860-5683 | AA0204 | 34554.0 | 2.0 | PS | AGENT | GILI | 14:31:14 | 14:45:46 | 00:14:32 |
| 9 | 2017-03-15 | CR2388580 | 3366.0 | 356-333-5984 | AA0201 | 34555.0 | 1.0 | PS | AGENT | KAZAV | 16:22:51 | 16:38:04 | 00:15:13 |
| 10 | 2017-03-14 | CR2386079 | 9987.0 | 294-459-8475 | AA0103 | 34557.0 | 2.0 | NE | AGENT | KAZAV | 11:11:40 | 11:20:04 | 00:08:24 |
| 11 | 2017-03-10 | CR2382372 | 1401.0 | 124-161-2235 | AA0201 | 34559.0 | 0.0 | PS | AGENT | YITZ | 10:33:03 | 10:34:01 | 00:00:58 |
| 12 | 2017-03-09 | CR2376980 | 3545.0 | 472-217-3837 | AA0110 | 34560.0 | 2.0 | PS | AGENT | DARMON | 10:21:54 | 10:35:22 | 00:13:28 |
| 13 | 2017-03-08 | CR2377263 | 4301.0 | 495-249-7895 | AA0215 | 34561.0 | 0.0 | PS | AGENT | SHLOMO | 10:38:34 | 10:45:56 | 00:07:22 |
| 14 | 2017-03-08 | CR2378338 | 4528.0 | 463-191-1159 | AA0215 | 34562.0 | 0.0 | PS | AGENT | MIKI | 16:59:32 | 17:06:41 | 00:07:09 |
| 15 | 2017-03-08 | CR2378433 | 1632.0 | 847-606-9704 | AA0202 | 34563.0 | 0.0 | PS | AGENT | YIFAT | 16:46:17 | 16:55:11 | 00:08:54 |
| 16 | 2017-03-08 | CR2378816 | 3074.0 | 212-741-2757 | AA0101 | 34564.0 | 0.0 | NW | AGENT | STEREN | 09:33:16 | 09:38:21 | 00:05:05 |
| 17 | 2017-03-08 | CR2376941 | 2354.0 | 212-022-5279 | AA0213 | 34565.0 | 0.0 | PS | AGENT | GILI | 13:13:22 | 13:29:31 | 00:16:09 |
| 18 | 2017-03-07 | CR2374521 | 2508.0 | 909-238-3879 | AA0106 | 34566.0 | 0.0 | PS | AGENT | MIKI | 13:00:28 | 13:11:03 | 00:10:35 |
| 19 | 2017-03-07 | CR2375008 | 4113.0 | 914-751-1865 | AA0204 | 34567.0 | 0.0 | NW | AGENT | MICHAL | 10:41:15 | 11:01:00 | 00:19:45 |
| 20 | 2017-03-06 | CR2372694 | 4906.0 | 386-438-1635 | AA0104 | 34568.0 | 0.0 | PS | AGENT | AVIDAN | 11:31:53 | 11:51:46 | 00:19:53 |
| 21 | 2017-03-06 | CR2373271 | 6366.0 | 817-770-7405 | AA0103 | 34569.0 | 0.0 | PS | AGENT | AVIDAN | 12:51:02 | 12:58:13 | 00:07:11 |
| 22 | 2017-03-06 | CR2373496 | 4015.0 | 617-592-2307 | AA0109 | 34570.0 | 0.0 | PS | AGENT | ZOHARI | 13:37:53 | 13:37:53 | 00:00:00 |
| 23 | 2017-03-06 | CR2374246 | 11804.0 | 893-107-7760 | AA0103 | 34571.0 | 2.0 | PS | AGENT | SHLOMO | 16:42:54 | 17:02:48 | 00:19:54 |
| 24 | 2017-03-03 | CR2371358 | 4193.0 | 101-824-7809 | AA0115 | 34572.0 | 2.0 | PS | AGENT | YIFAT | 11:44:45 | 11:54:42 | 00:09:57 |
| 25 | 2017-03-03 | CR2370069 | 13657.0 | 617-004-7243 | AA0110 | 34573.0 | 0.0 | NW | AGENT | NO_SERVER | 12:10:00 | 12:23:52 | 00:13:52 |
| 26 | 2017-03-01 | CR2367546 | 1592.0 | 617-452-6384 | AA0109 | 34578.0 | 1.0 | PS | AGENT | DORIT | 15:06:36 | 15:08:37 | 00:02:01 |
| 27 | 2017-02-28 | CR2364438 | 1950.0 | 678-731-5913 | AA0105 | 34580.0 | 0.0 | NW | AGENT | AVNI | 14:28:04 | 14:28:41 | 00:00:37 |
| 28 | 2017-02-28 | CR2365383 | 4474.0 | 865-751-9494 | AA0204 | 34581.0 | 2.0 | PS | AGENT | MIKI | 14:24:06 | 14:41:59 | 00:17:53 |
| 29 | 2017-02-27 | CR2363462 | 2806.0 | 508-791-3193 | AA0201 | 34584.0 | 2.0 | PS | AGENT | AVNI | 09:10:42 | 09:31:01 | 00:20:19 |
| 30 | 2017-02-27 | CR2362129 | 11267.0 | 617-853-1807 | AA0113 | 34585.0 | 1.0 | PS | AGENT | SHARON | 14:47:03 | 14:52:48 | 00:05:45 |
| 31 | 2017-02-24 | CR2360714 | 76.0 | 293-545-7588 | AA0104 | 34586.0 | 0.0 | NW | AGENT | IDIT | 11:49:21 | 11:55:21 | 00:06:00 |
| 32 | 2017-02-23 | CR2357722 | 4541.0 | 401-778-6265 | AA0115 | 34587.0 | 1.0 | NW | AGENT | SHLOMO | 10:35:26 | 10:49:20 | 00:13:54 |
| 33 | 2017-02-23 | CR2358198 | 3463.0 | 212-616-8813 | AA0106 | 34588.0 | 2.0 | PS | AGENT | SHARON | 14:58:09 | 15:14:29 | 00:16:20 |
| 34 | 2017-02-22 | CR2355167 | 1029.0 | 212-333-2794 | AA0215 | 34589.0 | 0.0 | PS | AGENT | BENSION | 13:26:16 | 13:39:18 | 00:13:02 |
| 35 | 2017-02-22 | CR2356522 | 2597.0 | 348-023-8834 | AA0214 | 34590.0 | 0.0 | PS | AGENT | KAZAV | 12:24:46 | 12:43:11 | 00:18:25 |
| 36 | 2017-02-22 | CR2355552 | 7723.0 | 508-561-6860 | AA0214 | 34591.0 | 1.0 | PS | AGENT | AVNI | 13:36:02 | 13:47:54 | 00:11:52 |
| 37 | 2017-02-22 | CR2356350 | 7127.0 | 456-256-2055 | AA0210 | 34592.0 | 0.0 | PS | AGENT | TOVA | 16:24:35 | 16:35:57 | 00:11:22 |
| 38 | 2017-02-21 | CR2354272 | 446.0 | 505-839-7581 | AA0109 | 34595.0 | 0.0 | NW | AGENT | MICHAL | 16:40:59 | 16:46:23 | 00:05:24 |
| 39 | 2017-02-21 | CR2354077 | 1753.0 | 781-292-5899 | AA0201 | 34596.0 | 0.0 | NW | AGENT | MORIAH | 11:46:04 | 11:59:02 | 00:12:58 |
| 40 | 2017-02-21 | CR2353608 | 2480.0 | 161-776-5723 | AA0203 | 34597.0 | 0.0 | PS | AGENT | TOVA | 09:38:24 | 09:42:07 | 00:03:43 |
| 41 | 2017-02-17 | CR2349304 | 2902.0 | 150-386-8887 | AA0204 | 34598.0 | 2.0 | PS | AGENT | STEREN | 14:31:11 | 14:51:46 | 00:20:35 |
| 42 | 2017-02-16 | CR2347795 | 1122.0 | 298-650-1719 | AA0105 | 34599.0 | 1.0 | PS | AGENT | GELBER | 13:18:47 | 13:29:04 | 00:10:17 |
| 43 | 2017-02-15 | CR2346999 | 1890.0 | 242-066-8207 | AA0115 | 34602.0 | 2.0 | PS | AGENT | TOVA | 16:54:11 | 16:59:12 | 00:05:01 |
| 44 | 2017-02-14 | CR2344160 | 10828.0 | 212-376-3611 | AA0102 | 34603.0 | 0.0 | PS | AGENT | YIFAT | 11:36:54 | 11:38:06 | 00:01:12 |
| 45 | 2017-02-14 | CR2343097 | 515.0 | 918-314-3728 | AA0102 | 34604.0 | 0.0 | NE | AGENT | KAZAV | 13:19:04 | 13:23:18 | 00:04:14 |
| 46 | 2017-02-13 | CR2340997 | 3047.0 | 663-775-5494 | AA0201 | 34607.0 | 2.0 | PS | AGENT | ANAT | 14:27:40 | 14:42:56 | 00:15:16 |
| 47 | 2017-02-13 | CR2341553 | 2578.0 | 914-297-7141 | AA0214 | 34608.0 | 0.0 | NW | AGENT | TOVA | 13:21:37 | 13:22:55 | 00:01:18 |
| 48 | 2017-02-10 | CR2339177 | 2693.0 | 570-293-7736 | AA0109 | 34610.0 | 0.0 | PS | AGENT | NO_SERVER | 09:16:26 | 09:19:33 | 00:03:07 |
| 49 | 2017-02-09 | CR2336561 | 9846.0 | 361-447-3343 | AA0203 | 34611.0 | 0.0 | NW | AGENT | TOVA | 15:43:18 | 15:47:13 | 00:03:55 |
| 50 | 2017-02-09 | CR2336515 | 4735.0 | 799-709-6386 | AA0201 | 34612.0 | 1.0 | PS | AGENT | TOVA | 13:30:05 | 13:35:43 | 00:05:38 |
| 51 | 2017-02-07 | CR2332670 | 10070.0 | 617-987-0617 | AA0214 | 34614.0 | 0.0 | PS | AGENT | TOVA | 13:05:10 | 13:07:11 | 00:02:01 |
| 52 | 2017-02-06 | CR2330453 | 3907.0 | 197-430-7586 | AA0213 | 34615.0 | 0.0 | NE | AGENT | GILI | 10:43:17 | 10:46:42 | 00:03:25 |
| 53 | 2017-02-06 | CR2330518 | 1408.0 | 238-765-9083 | AA0202 | 34616.0 | 0.0 | PS | AGENT | KAZAV | 13:44:38 | 13:59:06 | 00:14:28 |
| 54 | 2017-02-02 | CR2324151 | 1013.0 | 894-336-4117 | AA0214 | 34618.0 | 1.0 | PS | AGENT | STEREN | 14:33:01 | 14:45:25 | 00:12:24 |
| 55 | 2017-03-22 | CR2398401 | 486.0 | 478-749-3447 | AA0204 | 34544.0 | 0.0 | PS | AGENT | TOVA | 15:05:09 | 15:17:45 | 00:12:36 |
| 56 | 2017-03-22 | CR2398768 | 2342.0 | 994-862-3218 | AA0101 | 34545.0 | 0.0 | NW | AGENT | STEREN | 10:19:11 | 10:19:57 | 00:00:46 |
| 57 | 2017-03-21 | CR2397737 | 3730.0 | 617-161-9051 | AA0205 | 34546.0 | 0.0 | PS | AGENT | YIFAT | 10:47:11 | 10:53:13 | 00:06:02 |
| 58 | 2017-03-21 | CR2398271 | 1891.0 | 953-476-9580 | AA0105 | 34547.0 | 0.0 | NW | AGENT | MIKI | 14:20:21 | 14:31:52 | 00:11:31 |
| 59 | 2017-03-17 | CR2392378 | 3321.0 | 254-815-1076 | AA0106 | 34549.0 | 1.0 | PS | AGENT | DORIT | 09:00:11 | 09:03:53 | 00:03:42 |
| 60 | 2017-03-17 | CR2392249 | 4218.0 | 508-495-9597 | AA0102 | 34550.0 | 0.0 | PS | AGENT | AVNI | 12:38:08 | 12:42:25 | 00:04:17 |
| 61 | 2017-03-16 | CR2391330 | 4622.0 | 716-474-3082 | AA0214 | 34551.0 | 2.0 | PS | AGENT | MORIAH | 10:41:54 | 10:56:57 | 00:15:03 |
| 62 | 2017-03-16 | CR2391051 | 4266.0 | 212-955-2224 | AA0103 | 34552.0 | 0.0 | NW | AGENT | YIFAT | 14:36:47 | 14:45:13 | 00:08:26 |
| 63 | 2017-02-02 | CR2321678 | 3791.0 | 356-349-1063 | AA0209 | 34619.0 | 2.0 | PS | AGENT | MORIAH | 14:03:58 | 14:08:05 | 00:04:07 |
| 64 | 2017-02-02 | CR2325187 | 1628.0 | 504-968-6745 | AA0113 | 34620.0 | 0.0 | NE | AGENT | ELI | 14:11:18 | 14:29:46 | 00:18:28 |
| 65 | 2017-01-30 | CR2317826 | 1248.0 | 940-007-9030 | AA0213 | 34622.0 | 0.0 | PS | AGENT | BASCH | 11:55:01 | 12:05:28 | 00:10:27 |
| 66 | 2017-01-30 | CR2317569 | 3475.0 | 924-456-1095 | AA0107 | 34623.0 | 2.0 | TT | AGENT | NO_SERVER | 10:20:37 | 10:36:00 | 00:15:23 |
| 67 | 2017-01-30 | CR2317933 | 2151.0 | 508-174-5751 | AA0206 | 34624.0 | 2.0 | PS | AGENT | ANAT | 11:32:41 | 11:42:47 | 00:10:06 |
| 68 | 2017-01-27 | CR2314643 | 1797.0 | 312-349-2628 | AA0101 | 34626.0 | 0.0 | PS | AGENT | DORIT | 13:07:44 | 13:20:57 | 00:13:13 |
| 69 | 2017-01-27 | CR2314736 | 2226.0 | 312-080-0390 | AA0105 | 34628.0 | 0.0 | PS | AGENT | SHARON | 11:00:40 | 11:05:56 | 00:05:16 |
| 70 | 2017-01-27 | CR2315474 | 3875.0 | 212-994-8696 | AA0209 | 34629.0 | 2.0 | PS | AGENT | YITZ | 10:48:38 | 10:48:45 | 00:00:07 |
| 71 | 2017-01-25 | CR2310722 | 3657.0 | 248-634-7803 | AA0205 | 34630.0 | 2.0 | PS | AGENT | MIKI | 14:28:10 | 14:47:31 | 00:19:21 |
| 72 | 2017-01-25 | CR2311288 | 11147.0 | 265-012-6222 | AA0110 | 34631.0 | 2.0 | PS | AGENT | MIKI | 13:58:17 | 13:59:01 | 00:00:44 |
| 73 | 2017-01-25 | CR2310354 | 232.0 | 854-444-6236 | AA0109 | 34632.0 | 2.0 | PS | AGENT | SHARON | 14:06:28 | 14:20:38 | 00:14:10 |
| 74 | 2017-01-24 | CR2308539 | 2503.0 | 281-754-2076 | AA0104 | 34633.0 | 2.0 | PS | AGENT | MORIAH | 11:57:51 | 12:16:03 | 00:18:12 |
| 75 | 2017-01-24 | CR2305383 | 146.0 | 917-678-2836 | AA0103 | 34634.0 | 2.0 | PS | AGENT | AVNI | 11:24:26 | 11:30:51 | 00:06:25 |
| 76 | 2017-01-23 | CR2305857 | 110.0 | 634-013-0057 | AA0102 | 34635.0 | 2.0 | PS | AGENT | DARMON | 10:17:50 | 10:25:12 | 00:07:22 |
| 77 | 2017-01-20 | CR2301475 | 2268.0 | 910-018-0049 | AA0214 | 34636.0 | 2.0 | PS | AGENT | MIKI | 12:14:56 | 12:17:58 | 00:03:02 |
| 78 | 2017-01-20 | CR2301210 | 4258.0 | 547-226-1341 | AA0206 | 34637.0 | 1.0 | PS | AGENT | ANAT | 15:05:55 | 15:25:31 | 00:19:36 |
| 79 | 2017-01-20 | CR2301127 | 8489.0 | 585-787-6851 | AA0203 | 34639.0 | 0.0 | PS | AGENT | TOVA | 16:29:32 | 16:43:15 | 00:13:43 |
| 80 | 2017-01-19 | CR2298291 | 3258.0 | 711-170-3148 | AA0103 | 34640.0 | 2.0 | PS | AGENT | SHARON | 12:38:21 | 12:39:12 | 00:00:51 |
| 81 | 2017-01-18 | CR2294240 | 917.0 | 857-625-6519 | AA0206 | 34642.0 | 0.0 | PS | AGENT | DARMON | 15:16:07 | 15:36:24 | 00:20:17 |
| 82 | 2017-01-18 | CR2292024 | 3067.0 | 508-728-2172 | AA0204 | 34643.0 | 1.0 | PS | AGENT | YITZ | 13:20:50 | 13:26:26 | 00:05:36 |
| 83 | 2017-01-18 | CR2293938 | 3467.0 | 212-985-4873 | AA0215 | 34644.0 | 0.0 | PS | AGENT | MORIAH | 15:42:19 | 15:51:52 | 00:09:33 |
| 84 | 2017-01-13 | CR2288912 | 3348.0 | 346-192-7574 | AA0213 | 34646.0 | 0.0 | NW | AGENT | YIFAT | 09:56:22 | 10:12:22 | 00:16:00 |
| 85 | 2017-01-13 | CR2289056 | 2981.0 | 944-944-0200 | AA0103 | 34647.0 | 0.0 | PS | AGENT | MORIAH | 14:16:51 | 14:36:07 | 00:19:16 |
| 86 | 2017-01-11 | CR2285660 | 2906.0 | 461-185-8491 | AA0206 | 34648.0 | 0.0 | PS | AGENT | AVIDAN | 12:24:56 | 12:38:37 | 00:13:41 |
| 87 | 2017-01-10 | CR2283299 | 287.0 | 716-179-4777 | AA0109 | 34649.0 | 0.0 | NW | AGENT | TOVA | 15:42:47 | 15:49:43 | 00:06:56 |
| 88 | 2017-01-10 | CR2283645 | 1394.0 | 674-781-6659 | AA0205 | 34650.0 | 0.0 | NW | AGENT | YITZ | 13:33:46 | 13:50:25 | 00:16:39 |
| 89 | 2017-01-10 | CR2282295 | 2786.0 | 671-085-3435 | AA0111 | 34651.0 | 0.0 | TT | AGENT | BASCH | 11:19:59 | 11:40:31 | 00:20:32 |
| 90 | 2017-01-09 | CR2281138 | 1199.0 | 644-160-4985 | AA0215 | 34652.0 | 0.0 | NW | AGENT | MIKI | 15:37:19 | 15:51:58 | 00:14:39 |
| 91 | 2017-01-06 | CR2275944 | 3782.0 | 212-522-4265 | AA0106 | 34653.0 | 0.0 | PS | AGENT | BENSION | 09:21:43 | 09:38:30 | 00:16:47 |
| 92 | 2017-01-06 | CR2279164 | 3909.0 | 459-262-9261 | AA0115 | 34654.0 | 0.0 | PS | AGENT | GILI | 10:38:36 | 10:42:02 | 00:03:26 |
| 93 | 2017-01-06 | CR2279262 | 4514.0 | 617-286-0356 | AA0108 | 34655.0 | 0.0 | TT | AGENT | STEREN | 16:08:32 | 16:18:02 | 00:09:30 |
| 94 | 2017-01-03 | CR2273074 | 1529.0 | 184-946-5589 | AA0204 | 34656.0 | 0.0 | PS | AGENT | AVNI | 13:12:58 | 13:13:46 | 00:00:48 |
| 95 | 2017-01-03 | CR2272555 | 4275.0 | 411-416-0778 | AA0209 | 34657.0 | 0.0 | PS | AGENT | SHARON | 14:40:57 | 14:49:22 | 00:08:25 |
| 96 | 2017-01-03 | CR2272801 | 2430.0 | 996-964-9510 | AA0215 | 34658.0 | 0.0 | NW | AGENT | STEREN | 16:54:36 | 17:08:11 | 00:13:35 |
| 97 | 2016-12-28 | CR2267388 | 1121.0 | 617-927-2995 | AA0110 | 34659.0 | 0.0 | PS | AGENT | YIFAT | 11:34:46 | 11:42:41 | 00:07:55 |
| 98 | 2016-12-27 | CR2264142 | 1434.0 | 946-732-1068 | AA0101 | 34662.0 | 0.0 | PS | AGENT | YIFAT | 13:16:58 | 13:27:12 | 00:10:14 |
| 99 | 2016-12-27 | CR2264909 | 5325.0 | 755-055-9989 | AA0110 | 34663.0 | 2.0 | NE | AGENT | IDIT | 16:41:25 | 16:52:04 | 00:10:39 |
CRM_Events (first 100 rows)
| date_received | product | sub_product | issue | sub_issue | consumer_complaint_narrative | tags | consumer_consent_provided | submitted_via | date_sent_to_company | company_response_to_consumer | timely_response | consumer_disputed | complaint_id | client_id | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2014-07-03 | Bank account or service | Checking account | Deposits and withdrawals | None | None | None | None | 2014-07-09 | Closed with explanation | Yes | No | CR0922485 | 1925.0 | |
| 1 | 2012-04-12 | Bank account or service | Savings account | Account opening, closing, or management | None | None | None | None | 2012-04-13 | Closed with relief | Yes | No | CR0057298 | 3141.0 | |
| 2 | 2012-04-03 | Bank account or service | Checking account | Account opening, closing, or management | None | None | None | None | 2012-04-03 | Closed without relief | Yes | No | CR0043811 | 297.0 | |
| 3 | 2012-03-14 | Credit card | None | Billing disputes | None | None | None | None | 2012-03-14 | Closed with relief | Yes | No | CR0035411 | 4275.0 | |
| 4 | 2012-03-05 | Bank account or service | Checking account | Account opening, closing, or management | None | None | None | None | 2012-03-06 | Closed with relief | Yes | No | CR0030939 | 900.0 | |
| 5 | 2012-03-05 | Bank account or service | Checking account | Problems caused by my funds being low | None | None | None | None | 2012-03-05 | Closed with relief | Yes | No | CR0030070 | 11596.0 | |
| 6 | 2012-02-23 | Credit card | None | Other fee | None | None | None | None | 2012-02-24 | Closed without relief | Yes | No | CR0013328 | 2716.0 | |
| 7 | 2017-02-16 | Credit card | None | Identity theft / Fraud / Embezzlement | None | None | None | None | Fax | 2017-02-22 | Closed with explanation | Yes | None | CR2347888 | 11252.0 |
| 8 | 2017-02-03 | Bank account or service | (CD) Certificate of deposit | Deposits and withdrawals | None | None | None | None | Fax | 2017-02-07 | Closed with explanation | Yes | None | CR2327253 | 7366.0 |
| 9 | 2017-01-31 | Credit card | None | Other | None | None | None | None | Fax | 2017-02-03 | Closed with explanation | Yes | None | CR2319065 | 4459.0 |
| 10 | 2017-01-30 | Bank account or service | Other bank product/service | Making/receiving payments, sending money | None | None | None | None | Fax | 2017-02-02 | Closed with explanation | Yes | None | CR2318000 | 2463.0 |
| 11 | 2017-01-09 | Credit card | None | Other | None | None | None | None | Fax | 2017-01-10 | Closed with explanation | Yes | Yes | CR2281296 | 1075.0 |
| 12 | 2016-12-19 | Credit card | None | Credit line increase/decrease | None | None | None | None | Fax | 2016-12-19 | Closed with explanation | Yes | Yes | CR2254957 | 3048.0 |
| 13 | 2016-12-08 | Credit card | None | Billing disputes | None | None | None | None | Fax | 2016-12-09 | Closed with explanation | Yes | No | CR2241469 | 3061.0 |
| 14 | 2016-12-08 | Credit card | None | Billing disputes | None | None | None | None | Fax | 2016-12-09 | Closed with explanation | Yes | Yes | CR2241293 | 2563.0 |
| 15 | 2016-12-07 | Bank account or service | Checking account | Making/receiving payments, sending money | None | None | None | None | Fax | 2016-12-08 | Closed with monetary relief | Yes | No | CR2239563 | 2298.0 |
| 16 | 2016-12-01 | Credit card | None | Late fee | None | None | None | None | Fax | 2016-12-02 | Closed with monetary relief | Yes | No | CR2230679 | 2771.0 |
| 17 | 2016-11-28 | Bank account or service | Other bank product/service | Account opening, closing, or management | None | None | None | None | Fax | 2016-11-29 | Closed with explanation | Yes | No | CR2225814 | 1537.0 |
| 18 | 2016-11-17 | Bank account or service | Checking account | Deposits and withdrawals | None | None | None | None | Fax | 2016-11-18 | Closed with monetary relief | Yes | No | CR2214250 | 10077.0 |
| 19 | 2016-11-16 | Bank account or service | Checking account | Deposits and withdrawals | None | None | None | None | Fax | 2016-11-16 | Closed with explanation | Yes | No | CR2208613 | 1768.0 |
| 20 | 2016-11-08 | Bank account or service | (CD) Certificate of deposit | Account opening, closing, or management | None | None | None | None | Fax | 2016-11-09 | Closed with explanation | Yes | No | CR2200226 | 1671.0 |
| 21 | 2016-11-04 | Credit card | None | Sale of account | None | None | None | None | Fax | 2016-11-07 | Closed with explanation | Yes | No | CR2195804 | 2994.0 |
| 22 | 2016-11-02 | Credit card | None | Identity theft / Fraud / Embezzlement | None | None | None | None | Fax | 2016-11-15 | Closed with monetary relief | Yes | No | CR2192368 | 3098.0 |
| 23 | 2011-12-07 | Credit card | None | Collection debt dispute | None | None | None | None | 2012-02-29 | Closed without relief | Yes | No | CR0003732 | 146.0 | |
| 24 | 2017-03-27 | Bank account or service | Other bank product/service | Deposits and withdrawals | None | None | None | None | Fax | 2017-03-27 | Closed with explanation | Yes | None | CR2405000 | 778.0 |
| 25 | 2017-03-21 | Credit card | None | Other | None | None | None | None | Fax | 2017-03-21 | Closed with non-monetary relief | Yes | None | CR2398334 | 706.0 |
| 26 | 2017-03-20 | Bank account or service | Other bank product/service | Account opening, closing, or management | None | None | None | None | Fax | 2017-03-21 | In progress | Yes | None | CR2395319 | 2065.0 |
| 27 | 2017-03-07 | Bank account or service | Other bank product/service | Deposits and withdrawals | None | None | None | None | Fax | 2017-03-09 | Closed with explanation | Yes | None | CR2375209 | 298.0 |
| 28 | 2017-03-03 | Bank account or service | Checking account | Account opening, closing, or management | None | None | None | None | Fax | 2017-03-08 | Closed with monetary relief | Yes | None | CR2371479 | 2926.0 |
| 29 | 2017-03-02 | Credit card | None | Identity theft / Fraud / Embezzlement | None | None | None | None | Fax | 2017-03-06 | Closed with explanation | Yes | None | CR2368953 | 3552.0 |
| 30 | 2017-02-21 | Bank account or service | Savings account | Deposits and withdrawals | None | None | None | None | Fax | 2017-02-24 | Closed with monetary relief | Yes | None | CR2353277 | 438.0 |
| 31 | 2016-11-02 | Credit card | None | Identity theft / Fraud / Embezzlement | None | None | None | None | Fax | 2016-11-14 | Closed with monetary relief | Yes | No | CR2190357 | 3203.0 |
| 32 | 2016-10-28 | Bank account or service | Other bank product/service | Account opening, closing, or management | None | None | Older American | None | Fax | 2016-10-31 | Closed with non-monetary relief | Yes | No | CR2184843 | 10041.0 |
| 33 | 2016-10-06 | Bank account or service | Other bank product/service | Account opening, closing, or management | None | None | None | None | Fax | 2016-10-12 | Closed with explanation | Yes | No | CR2150336 | 1791.0 |
| 34 | 2016-10-05 | Bank account or service | (CD) Certificate of deposit | Account opening, closing, or management | None | None | Older American | None | Fax | 2016-10-14 | Closed with explanation | Yes | No | CR2147799 | 5050.0 |
| 35 | 2016-10-04 | Bank account or service | Other bank product/service | Account opening, closing, or management | None | None | None | None | Fax | 2016-10-06 | Closed with explanation | Yes | Yes | CR2146555 | 3330.0 |
| 36 | 2016-09-30 | Bank account or service | Other bank product/service | Deposits and withdrawals | None | None | None | None | Fax | 2016-10-14 | Closed with monetary relief | Yes | No | CR2140531 | 3003.0 |
| 37 | 2016-09-26 | Bank account or service | Other bank product/service | Deposits and withdrawals | None | None | None | None | Fax | 2016-09-28 | Closed with monetary relief | Yes | No | CR2132541 | 489.0 |
| 38 | 2016-09-23 | Bank account or service | Checking account | Account opening, closing, or management | None | None | None | None | Fax | 2016-09-27 | Closed with explanation | Yes | Yes | CR2128698 | 1520.0 |
| 39 | 2016-09-22 | Bank account or service | Other bank product/service | Account opening, closing, or management | None | None | None | None | Fax | 2016-09-26 | Closed with explanation | Yes | No | CR2125933 | 3001.0 |
| 40 | 2016-09-12 | Credit card | None | Balance transfer fee | None | None | None | None | Fax | 2016-09-14 | Closed with non-monetary relief | Yes | No | CR2106749 | 11329.0 |
| 41 | 2016-08-31 | Credit card | None | Billing disputes | None | None | None | None | Fax | 2016-09-06 | Closed with explanation | Yes | No | CR2089516 | 3317.0 |
| 42 | 2016-08-26 | Bank account or service | Other bank product/service | Deposits and withdrawals | None | None | None | None | Fax | 2016-08-30 | Closed with explanation | Yes | No | CR2083797 | 1600.0 |
| 43 | 2016-08-25 | Bank account or service | Savings account | Deposits and withdrawals | None | None | None | None | Fax | 2016-08-30 | Closed with explanation | Yes | Yes | CR2081319 | 572.0 |
| 44 | 2016-08-22 | Credit card | None | Billing disputes | None | None | None | None | Fax | 2016-08-24 | Closed with explanation | Yes | No | CR2075840 | 119.0 |
| 45 | 2016-08-09 | Bank account or service | Other bank product/service | Account opening, closing, or management | None | None | None | None | Fax | 2016-08-29 | Closed with monetary relief | Yes | Yes | CR2053856 | 3819.0 |
| 46 | 2016-08-04 | Bank account or service | Other bank product/service | Making/receiving payments, sending money | None | None | None | None | Fax | 2016-08-08 | Closed with explanation | Yes | No | CR2047406 | 3069.0 |
| 47 | 2016-07-28 | Bank account or service | (CD) Certificate of deposit | Account opening, closing, or management | None | None | Older American | None | Fax | 2016-08-02 | Closed with explanation | Yes | No | CR2036377 | 524.0 |
| 48 | 2016-07-19 | Bank account or service | Checking account | Deposits and withdrawals | None | None | Older American | None | Fax | 2016-07-20 | Closed with monetary relief | Yes | No | CR2019528 | 697.0 |
| 49 | 2016-07-18 | Bank account or service | Other bank product/service | Account opening, closing, or management | None | None | Older American | None | Fax | 2016-07-19 | Closed with explanation | Yes | No | CR2017443 | 4643.0 |
| 50 | 2016-07-15 | Bank account or service | Checking account | Account opening, closing, or management | None | None | None | None | Fax | 2016-07-16 | Closed with explanation | Yes | No | CR2015196 | 137.0 |
| 51 | 2016-07-01 | Credit card | None | Billing disputes | None | None | None | None | Fax | 2016-07-11 | Closed with explanation | Yes | No | CR1994567 | 7011.0 |
| 52 | 2016-06-02 | Bank account or service | Checking account | Deposits and withdrawals | None | None | None | None | Fax | 2016-06-06 | Closed with explanation | Yes | No | CR1952426 | 3837.0 |
| 53 | 2016-05-26 | Bank account or service | Other bank product/service | Account opening, closing, or management | None | None | None | None | Fax | 2016-05-27 | Closed with explanation | Yes | No | CR1943347 | 2799.0 |
| 54 | 2016-05-25 | Credit card | None | Identity theft / Fraud / Embezzlement | None | None | None | None | Fax | 2016-05-31 | Closed with explanation | Yes | No | CR1942158 | 3834.0 |
| 55 | 2016-05-25 | Bank account or service | Other bank product/service | Account opening, closing, or management | None | None | None | None | Fax | 2016-05-31 | Closed with explanation | Yes | No | CR1941865 | 5180.0 |
| 56 | 2016-05-24 | Credit card | None | Identity theft / Fraud / Embezzlement | None | None | None | None | Fax | 2016-05-31 | Closed with explanation | Yes | Yes | CR1938865 | 1699.0 |
| 57 | 2016-05-23 | Bank account or service | Checking account | Problems caused by my funds being low | None | None | None | None | Fax | 2016-05-24 | Closed with explanation | Yes | Yes | CR1936930 | 3632.0 |
| 58 | 2016-05-19 | Bank account or service | Checking account | Account opening, closing, or management | None | None | None | None | Fax | 2016-05-31 | Closed with explanation | Yes | No | CR1932270 | 2463.0 |
| 59 | 2016-05-13 | Bank account or service | Other bank product/service | Account opening, closing, or management | None | None | None | None | Fax | 2016-05-13 | Closed with explanation | Yes | No | CR1924106 | 4493.0 |
| 60 | 2016-05-06 | Credit card | None | Customer service / Customer relations | None | None | None | None | Fax | 2016-05-11 | Closed with monetary relief | Yes | No | CR1913916 | 3116.0 |
| 61 | 2016-05-06 | Bank account or service | Checking account | Account opening, closing, or management | None | None | None | None | Fax | 2016-05-16 | Closed with non-monetary relief | Yes | No | CR1912930 | 2324.0 |
| 62 | 2016-05-02 | Bank account or service | Checking account | Account opening, closing, or management | None | None | None | None | Fax | 2016-05-02 | Closed with explanation | Yes | No | CR1905472 | 1579.0 |
| 63 | 2016-04-25 | Credit card | None | Identity theft / Fraud / Embezzlement | None | None | None | None | Fax | 2016-04-28 | Closed with explanation | Yes | No | CR1894861 | 3039.0 |
| 64 | 2016-04-19 | Bank account or service | Other bank product/service | Deposits and withdrawals | None | None | None | None | Fax | 2016-04-21 | Closed with monetary relief | Yes | Yes | CR1885950 | 4294.0 |
| 65 | 2016-04-18 | Bank account or service | Other bank product/service | Deposits and withdrawals | None | None | None | None | Fax | 2016-04-18 | Closed with explanation | Yes | Yes | CR1884968 | 12358.0 |
| 66 | 2016-04-15 | Bank account or service | Other bank product/service | Problems caused by my funds being low | None | None | None | None | Fax | 2016-04-15 | Closed with monetary relief | Yes | No | CR1881766 | 462.0 |
| 67 | 2016-04-15 | Bank account or service | Checking account | Deposits and withdrawals | None | None | None | None | Fax | 2016-04-15 | Closed with monetary relief | Yes | No | CR1882476 | 13417.0 |
| 68 | 2016-04-07 | Bank account or service | Other bank product/service | Account opening, closing, or management | None | None | None | None | Fax | 2016-04-11 | Closed with explanation | Yes | No | CR1869568 | 1445.0 |
| 69 | 2016-04-04 | Credit card | None | Identity theft / Fraud / Embezzlement | None | None | Older American, Servicemember | None | Fax | 2016-04-06 | Closed with explanation | Yes | No | CR1863969 | 2209.0 |
| 70 | 2016-03-23 | Bank account or service | Checking account | Deposits and withdrawals | None | None | Servicemember | None | Fax | 2016-03-23 | Closed with explanation | Yes | No | CR1845683 | 6256.0 |
| 71 | 2016-03-10 | Bank account or service | Other bank product/service | Account opening, closing, or management | None | None | None | None | Fax | 2016-03-10 | Closed with explanation | Yes | Yes | CR1826636 | 472.0 |
| 72 | 2016-03-08 | Bank account or service | Checking account | Account opening, closing, or management | None | None | None | None | Fax | 2016-03-08 | Closed with explanation | Yes | No | CR1822084 | 3977.0 |
| 73 | 2016-02-29 | Bank account or service | Checking account | Deposits and withdrawals | None | None | None | None | Fax | 2016-03-01 | Closed with explanation | Yes | No | CR1809285 | 3372.0 |
| 74 | 2016-02-17 | Bank account or service | Other bank product/service | Deposits and withdrawals | None | None | None | None | Fax | 2016-02-18 | Closed with explanation | Yes | Yes | CR1791074 | 11906.0 |
| 75 | 2016-02-16 | Bank account or service | Other bank product/service | Account opening, closing, or management | None | None | None | None | Fax | 2016-03-21 | Closed with explanation | Yes | Yes | CR1789593 | 9236.0 |
| 76 | 2016-02-11 | Credit card | None | Other | None | None | None | None | Fax | 2016-02-17 | Closed with explanation | Yes | No | CR1784697 | 9458.0 |
| 77 | 2016-02-05 | Bank account or service | Checking account | Account opening, closing, or management | None | None | Servicemember | None | Fax | 2016-02-05 | Closed with non-monetary relief | Yes | No | CR1775172 | 4445.0 |
| 78 | 2016-02-04 | Bank account or service | Other bank product/service | Account opening, closing, or management | None | None | None | None | Fax | 2016-02-17 | Closed with explanation | Yes | No | CR1773179 | 3283.0 |
| 79 | 2016-02-04 | Bank account or service | Checking account | Deposits and withdrawals | None | None | None | None | Fax | 2016-02-17 | Closed with explanation | Yes | No | CR1773807 | 2129.0 |
| 80 | 2016-01-29 | Credit card | None | Billing disputes | None | None | None | None | Fax | 2016-02-01 | Closed with explanation | Yes | No | CR1764286 | 2084.0 |
| 81 | 2016-01-28 | Credit card | None | Other | None | None | None | None | Fax | 2016-01-29 | Closed with explanation | Yes | Yes | CR1762648 | 4449.0 |
| 82 | 2016-01-25 | Credit card | None | Billing disputes | None | None | None | None | Fax | 2016-01-26 | Closed with explanation | Yes | None | CR1756498 | 2296.0 |
| 83 | 2016-01-25 | Credit card | None | Identity theft / Fraud / Embezzlement | None | None | None | None | Fax | 2016-02-01 | Closed with explanation | Yes | Yes | CR1756563 | 2642.0 |
| 84 | 2016-01-15 | Bank account or service | Other bank product/service | Account opening, closing, or management | None | None | None | None | Fax | 2016-01-20 | Closed with monetary relief | Yes | No | CR1744554 | 3532.0 |
| 85 | 2016-01-08 | Bank account or service | Other bank product/service | Deposits and withdrawals | None | None | Older American | None | Fax | 2016-01-12 | Closed with monetary relief | Yes | No | CR1734737 | 4387.0 |
| 86 | 2016-01-06 | Bank account or service | Other bank product/service | Account opening, closing, or management | None | None | Older American | None | Fax | 2016-01-07 | Closed with explanation | Yes | No | CR1729929 | 2727.0 |
| 87 | 2016-01-04 | Bank account or service | Other bank product/service | Account opening, closing, or management | None | None | Older American | None | Fax | 2016-01-04 | Closed with explanation | Yes | Yes | CR1725606 | 3241.0 |
| 88 | 2015-12-22 | Bank account or service | Other bank product/service | Making/receiving payments, sending money | None | None | None | None | Fax | 2015-12-23 | Closed with explanation | Yes | No | CR1713275 | 1316.0 |
| 89 | 2015-12-18 | Bank account or service | Other bank product/service | Problems caused by my funds being low | None | None | None | None | Fax | 2015-12-18 | Closed with monetary relief | Yes | No | CR1708290 | 11064.0 |
| 90 | 2015-11-30 | Bank account or service | Other bank product/service | Account opening, closing, or management | None | None | Older American | None | Fax | 2015-12-04 | Closed with explanation | Yes | Yes | CR1676436 | 520.0 |
| 91 | 2015-11-18 | Credit card | None | Other | None | None | None | None | Fax | 2015-12-14 | Closed with explanation | Yes | No | CR1660760 | 3092.0 |
| 92 | 2015-11-09 | Bank account or service | Checking account | Account opening, closing, or management | None | None | None | None | Fax | 2015-11-09 | Closed with monetary relief | Yes | No | CR1645849 | 1323.0 |
| 93 | 2015-11-09 | Bank account or service | Other bank product/service | Problems caused by my funds being low | None | None | None | None | Fax | 2015-11-10 | Closed with explanation | Yes | No | CR1645852 | 482.0 |
| 94 | 2015-10-29 | Bank account or service | Other bank product/service | Deposits and withdrawals | None | None | None | None | Fax | 2015-10-30 | Closed with explanation | Yes | No | CR1631076 | 2709.0 |
| 95 | 2015-10-23 | Credit card | None | Other | None | None | None | None | Fax | 2015-10-26 | Closed with explanation | Yes | Yes | CR1621364 | 6924.0 |
| 96 | 2015-10-23 | Credit card | None | Identity theft / Fraud / Embezzlement | None | None | Older American | None | Fax | 2015-10-27 | Closed | Yes | Yes | CR1621318 | 1129.0 |
| 97 | 2015-10-05 | Credit card | None | Billing disputes | None | None | None | None | Fax | 2015-10-07 | Closed with monetary relief | Yes | Yes | CR1592064 | 3450.0 |
| 98 | 2015-10-02 | Bank account or service | Checking account | Problems caused by my funds being low | None | None | None | None | Fax | 2015-10-06 | Closed with explanation | Yes | No | CR1590438 | 2755.0 |
| 99 | 2015-09-21 | Bank account or service | Other bank product/service | Making/receiving payments, sending money | None | None | None | None | Fax | 2015-09-24 | Closed with non-monetary relief | Yes | No | CR1573466 | 2409.0 |
CRM_Reviews (first 100 rows)
| date_ | stars | reviews | product | district_id | |
|---|---|---|---|---|---|
| 0 | 2017-10-04 | 5 | Great job, Eagle National! Each person was professional and helped us move through our refinance process smoothly. Thank you! | Eagle National Mortgage | 65 |
| 1 | 2017-10-02 | 5 | Matthew Richardson is professional and helpful. He helped us find the correct product for our mortgage. Thank you very much for the excellent service, Matthew! | Eagle National Mortgage | 66 |
| 2 | 2017-08-21 | 5 | We had a past experience with Eagle National Mortgage and would without question use again and again if needed!! Eagle went beyond the extra mile to not only right a wrong encountered from the servicer we were dealing on our previous loan, but they pulled together and found a viable option for us that ultimately saved us money. We would highly recommend Brad Thomka and the Eagle National Mortgage team for your mortgage needs. Sincerest thanks Eagle!! Ed & Lind | Eagle National Mortgage | 23 |
| 3 | 2017-12-17 | 5 | We have been dealing with Brad Thomka from the beginning of what started out to be a very stressful time for us, but with the help from Brad and the entire Eagle Mortgage team it was turned into a happy ending!! Brad and Eagle went beyond the extra mile to not only right a wrong encountered from the servicer we were dealing on our previous loan, but they pulled together and found a viable option for us that ultimately saved us money. We are indebted and would highly recommend Brad Thomka and the Eagle National Mortgage team for your mortgage needs. Sincerest thanks Eagle!! Ed & LindRead Less | Eagle National Mortgage | 55 |
| 4 | 2016-05-27 | 5 | I can't express how grateful I am for the support that Zach provided to me and my family during this home purchase! His customer service, responsiveness and professional demeanor is second to none. He was very thorough and took the time to educate me about the process along the way. I highly recommend working with Zach and Eagle National! | Eagle National Mortgage | 24 |
| 5 | 2016-12-20 | 5 | I had the pleasure of working with Eagle National in September 2018 as my family and I were making a home purchase in Columbus, OH. From the original conversation with the loan officer to underwriting and all the way through closing, the entire team from Eagle was very responsive and professional. I was VERY impressed with how smooth their process was and how timely the communication was given how stressful of a process home buying (and selling) can be | Eagle National Mortgage | 15 |
| 6 | 2017-12-17 | 5 | My experience with Mattison was beyond greatly professionally done!! She really cares about her clients needs! She stays on top of everything and if there was a misunderstanding, she would be on top of it for you. Overall she truly bends her back professionally for her clients. She is a wonderful person! | Eagle National Mortgage | 12 |
| 7 | 2016-08-16 | 5 | Patrick answered all my questions by email immediately and he spent a lot of time making sure I got the right loan for my situation. The portal they use is extremely easy and we closed on the refinance with 2 weeks. Very pleased with the customer service and intend on using Patrick again when we refinance later!!!! | Eagle National Mortgage | 55 |
| 8 | 2017-04-09 | 5 | I loved working with this group of people! They laughed with me over the phone! Always answered my questions and moved the loan along as quickly as possible! Knowledgeable staff! While we were shopping around for a lender, one lender badmouthed Eagle, they lost my business because of it. When I told Eagle about it, they had the class not to say anything negative about another company, just to get the "sell" | Eagle National Mortgage | 25 |
| 9 | 2016-03-22 | 5 | Great web interface for both the loan application and document upload and download features. Quick responses to any questions or concerns. Willingness to communicate almost exclusively via email...as phone calls weren't always an option for us. | Eagle National Mortgage | 18 |
| 10 | 2017-02-04 | 5 | Working with Michelle and Eagle went really well for me. As a first time homeowner and this being my first refinance, I feel that this process was smooth and successful. I will definitely recommend Michelle to friends and family. | Eagle National Mortgage | 37 |
| 11 | 2016-06-02 | 5 | usten Butler brought the humanity and connection to what can be a very stiff, lifeless, and scary transaction. Not only that, it is quite possibly the largest purchase my wife and I will ever make. We didn't simply want to transact with a faceless institution. A lot was riding on picking the right house and making sure everything would work out. Austen was there for us, every step of the way. It's true. Austen got us the best deal. Yes, that's also true. But it's more than that. From when we first starting looking to over a year later when we found the home we wanted, his presence, positivity, and guidance gave us the confidence to take the step and move into our dream home. It's made a HUGE difference for our family, we're right where we want to be, have 13 kids on our block, and couldn't be happier - and it's all thanks to Austen Butler's help. | Eagle National Mortgage | 8 |
| 12 | 2016-11-06 | 5 | Jay was easy to get a hold of if I had any questions so that was huge to me because there's a lot to do during this whole loan process and you want to know if everything's right. He provided as great a service as I could've wanted | Eagle National Mortgage | 32 |
| 13 | 2017-04-03 | 5 | If I had a million Friends I would recommend all of them to Eagle National especially to Mark Taylor he’s great he really help with even of the clock thanks a million mark I mean that from heart I appreciate everything you did for me. | Eagle National Mortgage | 60 |
| 14 | 2016-06-11 | 5 | Chaz was fantastic throughout the entire lending processs. I had my share of challenges with the original underwriter through no fault of Chase yet he stepped in quickly to rectify any issues I had. He was the glue that kept this deal together. I did have some challenges with my first property falling through and the last minute yet Chaz kept my spirits up and assisted through quickly transitioning to the new and much better property in the end. Again, cannot say enough positive things about Chaz. Consummate professional and very responsive. I would highly recommend doing business with him and plan on staying in touch for future opportunities | Eagle National Mortgage | 38 |
| 15 | 2016-03-07 | 5 | Austen has been awsome in every step of the way with my refi and new home purchase. He explains your best options thoroughly with out any of the B.S other companies use to get your business . Being a repeat customer says it all. | Eagle National Mortgage | 1 |
| 16 | 2016-07-10 | 5 | The salesperson kept pushing a cash out refi on me even when i told him I'm looking for a heloc specifically. Then he hangs up on me because I said I was quoted a better rate at TD bank. Ridiculous.... | Eagle National Mortgage | 55 |
| 17 | 2017-02-24 | 1 | This was the worst experience ever. It was like they had never gone through the process before. I could not get a complete list of the documents required. Every other day it was a new request. The appraiser that they hired made so many mistakes I had to send in corrections and then during the underwriting process they had to go back and make more corrections. Wyndum would continue to ask for copies of documents over and over again. There were many documents that I had to send 3 and 4 times because they "lost" them or was not filed correctly, we went through 4 different people through the process. I would NEVER use them. Awful experience! | Eagle National Mortgage | 20 |
| 18 | 2016-03-14 | 1 | A good rate but a very frustrating process, constant delays, decisions made then changed, overwhelmed underwriting team with 3 week back log, rookie mistake related to Texas law that caused an additional 2 week wait. Closing happened almost 6 weeks after it should have. Courteous and professional, but not very knowledgeable and no sense of urgency. Would not recommend | Eagle National Mortgage | 65 |
| 19 | 2017-08-13 | 1 | They were not upfront. Learn from my mistake... I trusted the loan officer that my zero point rate is an option before closing the loan because he convinced me to initially sign the Good Faith Estimate with higher rate plus lender's credit. After running my numbers, the lower interest is favorable for me and asking for it now, I'm being charge points. It looks like they are only good in their words at the beginning so please be careful dealing with this lender | Eagle National Mortgage | 66 |
| 20 | 2016-06-26 | 1 | Initially, the Mortgage Broker was very friendly and assertive. Once the paper work was filled out and closing on the loan was eminent, it became increasingly difficult to reach the broker. I had to initiate all phone calls. It seemed as if I had to call to make the process move forward. It took four weeks to get a copy of my closing documents and the payoff for my credit card | Eagle National Mortgage | 63 |
| 21 | 2016-06-26 | 1 | Initially, the Mortgage Broker was very friendly and assertive. Once the paper work was filled out and closing on the loan was eminent, it became increasingly difficult to reach the broker. I had to initiate all phone calls. It seemed as if I had to call to make the process move forward. It took four weeks to get a copy of my closing documents and the payoff for my credit card | Eagle National Mortgage | 67 |
| 22 | 2016-01-15 | 5 | I worked with Kory and Carla at NASB. They were a superb team and provided excellent, responsive and knowledgeable service throughout the entire process. Ours was a complicated process with a refinance and a loan and they hung in there with us the entire time. It was a great experience working with both of them. I highly recommend them and will use them in the future for all of my mortgage needs | Eagle National Bank | 34 |
| 23 | 2017-11-10 | 5 | Kory was by far the best loan officer I have ever worked with. We were dealing with a complicated refinance and purchase of two different properties and he was cool, calm, professional and extremely knowledgeable throughout the entire process. I wouldn’t use anyone else moving forward. His level of integrity and responsiveness is second to none. Thanks for everything, Kory | Eagle National Bank | 28 |
| 24 | 2016-10-14 | 5 | Expert loan officer, well versed in VA and the financial impacts of loan component changes. The best I have worked with across 7 home buying/selling deals. Now advocated for by the #1 real estate broker in the state due to his ability to close complicated and high pressure deals. She places him at the top of the list after 32 years in the business! Professionally and patiently answers detailed questions and can rally the expanded NASB team (also stellar!) to support your needs. He handled my complicated VA loan that seemed to change every week while we tried to buy an Antebellum home (tough comps) during my retirement from the military (tough income verification) with five families all swapping homes (tons of contingencies). Everything along the way mattered and Aaron and the NASB team got it done (even on weekends) and closed on time with the best interest rate in the market and no added origination fees. Look, do NOT pass up an opportunity to work with him. | Eagle National Bank | 48 |
| 25 | 2016-08-01 | 5 | The NASB team went above and beyond for me and my family and closed an important VA home loan on time despite many changes, my military retirement, and a very challenging Antebellum home that required the entire NASB team to pull out all the stops, know the rules and regulations, and guide us through a tough VA process. I truly believe we would not have closed on time with a different team. I will only recommend NASB for home loans...especially complicate VA loans | Eagle National Bank | 40 |
| 26 | 2016-10-22 | 5 | Dallas Goodlet and his entire team are deserving a special thank you. He was as professional as they come and closed our loan in 12 days. We were with another competitor originally and he called, saving us thousands over our current lender. It was a real pleasure getting to work with this institution and a class act like Dallas. Great job! | Eagle National Bank | 14 |
| 27 | 2017-12-09 | 5 | Comments: To begin my wife and I were at the point of signing completion with the leader of online home mortgage service. We were not satisfied with the origination cost so we applied to lending tree for competitive bids. Several lender matched or slightly beat NASB but none were convincing at closing on time. We chose NASB because of Dallas Goodlet believability on the closing. The sales, loan service and application process was competitive, assuring, professional, timely, supportive, and truthful. Dallas Goodlet/ Brent Custer and the whole NASB team delivered the mortgage on time and at the price promised. We are completely satisfied and appreciative of the staff, product and service of your company. Kudos to all | Eagle National Bank | 63 |
| 28 | 2017-05-24 | 5 | Working with Jon was such an amazing experience! From the start he offered answers to any questions I had since after all this was our first home purchase! Jon was always a phone call away ready to help where needed. He made the stringent home buying process as easy as possible! I would definitely recommend any potential buyers to work with Jon, I know for myself I will be calling him if we ever decide to buy another house! Thanks Jon | Eagle National Bank | 54 |
| 29 | 2017-02-05 | 5 | NASB was amazing to work with! The pre-approval process was easy and informational. We chose our home and closed within 30 days of our agreement date! Thanks NASB for making our first home purchase an amazing experience! | Eagle National Bank | 34 |
| 30 | 2016-07-18 | 5 | Jon Barrett was a great asset to my husband and I. He made our mortgage loan process extremely simple and quick! Jon was knowledgeable, helpful, patient and accurate. We will be passing Jon's name along to anyone looking for a mortgage loan! | Eagle National Bank | 5 |
| 31 | 2016-07-18 | 5 | \nWorking with our agent was quick and very simple. We had to do very little and things were completed well and we were very pleased with the service and result we received.\n | Eagle Capital | 76 |
| 32 | 2017-10-02 | 5 | \nTeddy represents his company very well. He is communicative, patient, hard-working and gets the job done. \n | Eagle Capital | 59 |
| 33 | 2016-05-05 | 5 | \nTeddy Ferrell and Binh Lai were excellent team members. Teddy explained everything from beginning to end and was very honest and up front with all that was required for my transactions to take place. He answered all of my calls and emails in a very timely manner. Very professional with excellent communication\n | Eagle Capital | 1 |
| 34 | 2016-07-18 | 5 | \nThank you for all of your help Kelly! Your patience and kindness in assisting us with our loan is greatly appreciated! Look forward to working again together in the future! \n | Eagle Capital | 15 |
| 35 | 2017-10-04 | 5 | \nKelly & Rasool were extremely helpful! It was a stressful time for me and my family and they made us feel taken care of and really cared about helping us! Thank you Again! I will be referring them to family and friends in the future!\n | Eagle Capital | 50 |
| 36 | 2017-09-05 | 5 | \nFrom the very first conversation that I had with Steve, I knew that he understood our situation perfectly and he was able to help us achieve our dream of home ownership. We were given very realistic expectations from the beginning and Steve kept in touch with us throughout the process. It was a relief to work with someone who gave us accurate information and didn't string us along.... Read More\n | Eagle Capital | 50 |
| 37 | 2016-01-30 | 5 | \nThe staff was very friendly and great to work with. They kept me well informed throughout the process\n | Eagle Capital | 77 |
| 38 | 2016-01-23 | 5 | None | Eagle Capital | 28 |
| 39 | 2016-05-05 | 5 | None | Eagle Capital | 8 |
| 40 | 2017-09-05 | 5 | None | Eagle Capital | 58 |
| 41 | 2017-08-13 | 5 | None | Eagle Capital | 37 |
| 42 | 2017-12-24 | 5 | None | Eagle Capital | 71 |
| 43 | 2017-10-02 | 5 | None | Eagle Capital | 7 |
| 44 | 2016-05-20 | 5 | None | Eagle Capital | 76 |
| 45 | 2016-02-29 | 5 | None | Eagle Capital | 64 |
| 46 | 2019-08-05 | 5 | None | Eagle Capital | 40 |
| 47 | 2016-08-08 | 5 | None | Eagle Capital | 12 |
| 48 | 2016-03-05 | 5 | None | Eagle Capital | 29 |
| 49 | 2013-04-04 | 5 | None | Eagle Capital | 34 |
| 50 | 2013-02-04 | 5 | None | Eagle Capital | 62 |
| 51 | 2013-05-06 | 5 | None | Eagle Capital | 34 |
| 52 | 2019-08-05 | 5 | None | Eagle Capital | 73 |
| 53 | 2016-08-08 | 5 | None | Eagle Capital | 19 |
| 54 | 2016-03-05 | 5 | None | Eagle Capital | 57 |
| 55 | 2013-04-04 | 5 | None | Eagle Capital | 45 |
| 56 | 2013-02-04 | 5 | None | Eagle Capital | 68 |
| 57 | 2013-05-06 | 5 | None | Eagle Capital | 36 |
| 58 | 2019-08-05 | 1 | None | Eagle Capital | 52 |
| 59 | 2016-08-08 | 1 | None | Eagle Capital | 59 |
| 60 | 2016-03-05 | 1 | None | Eagle Capital | 5 |
| 61 | 2013-04-04 | 1 | None | Eagle Capital | 21 |
| 62 | 2013-02-04 | 1 | None | Eagle Capital | 26 |
| 63 | 2013-05-06 | 1 | None | Eagle Capital | 63 |
| 64 | 2019-08-05 | 1 | None | Eagle Capital | 70 |
| 65 | 2016-07-18 | 1 | None | Eagle Capital | 49 |
| 66 | 2017-10-02 | 1 | None | Eagle Capital | 23 |
| 67 | 2016-05-05 | 1 | None | Eagle Capital | 60 |
| 68 | 2016-07-18 | 1 | None | Eagle Capital | 35 |
| 69 | 2017-10-04 | 1 | None | Eagle Capital | 60 |
| 70 | 2017-09-05 | 1 | None | Eagle Capital | 75 |
| 71 | 2016-01-30 | 2 | None | Eagle Capital | 75 |
| 72 | 2016-01-23 | 1 | None | Eagle Capital | 53 |
| 73 | 2016-05-05 | 1 | None | Eagle Capital | 67 |
| 74 | 2017-09-05 | 1 | None | Eagle Capital | 24 |
| 75 | 2017-08-13 | 1 | None | Eagle Capital | 57 |
| 76 | 2017-12-24 | 5 | None | Eagle National Mortgage | 7 |
| 77 | 2017-10-02 | 5 | None | Eagle National Mortgage | 11 |
| 78 | 2016-05-20 | 5 | None | Eagle National Mortgage | 51 |
| 79 | 2016-02-29 | 5 | None | Eagle National Mortgage | 75 |
| 80 | 2013-02-04 | 5 | None | Eagle National Mortgage | 48 |
| 81 | 2013-05-06 | 5 | None | Eagle National Mortgage | 17 |
| 82 | 2019-08-05 | 5 | None | Eagle National Mortgage | 16 |
| 83 | 2016-08-08 | 5 | None | Eagle National Mortgage | 29 |
| 84 | 2016-03-05 | 5 | None | Eagle National Mortgage | 60 |
| 85 | 2013-04-04 | 5 | None | Eagle National Mortgage | 19 |
| 86 | 2013-02-04 | 5 | None | Eagle National Mortgage | 42 |
| 87 | 2013-05-06 | 5 | None | Eagle National Mortgage | 39 |
| 88 | 2019-08-05 | 5 | None | Eagle National Mortgage | 27 |
| 89 | 2013-12-07 | 5 | None | Eagle National Mortgage | 76 |
| 90 | 2014-03-29 | 5 | None | Eagle National Mortgage | 5 |
| 91 | 2014-04-18 | 5 | None | Eagle National Mortgage | 73 |
| 92 | 2014-06-17 | 5 | None | Eagle National Mortgage | 32 |
| 93 | 2014-07-01 | 5 | None | Eagle National Mortgage | 42 |
| 94 | 2014-07-29 | 5 | None | Eagle National Mortgage | 40 |
| 95 | 2017-10-02 | 5 | I can't express how incredibly awesome our experience was with working with Bryant Small at NASB. As a military family, we have purchased or refinanced many homes and this was by far the BEST experience we have ever had. Bryant makes it easy and took the time to discuss the best options for us. I've never met Bryant, but you can't mistake authenticity and we knew instantly he and NASB were who we were going with. | Eagle National Bank | 33 |
| 96 | 2016-05-05 | 5 | Best loan officer I could have hoped for! Jeff exceeded my expectations. He worked very hard to get me the best rate possible. Highly recommended | Eagle National Bank | 44 |
| 97 | 2016-07-18 | 5 | Adam was great to work with during our refi! His attention to detail made this a smooth and easy transaction. It has been several years since we've gone thru the home loan process and we were unsure where to start. After talking with Adam, we were confident he was the one to help us with our refi. He was professional, helpful, very knowledgeable about the loan process and answered all of our questions in a timely manner. I would highly recommend Adam and would not hesitate to work with him agai | Eagle National Bank | 53 |
| 98 | 2017-10-04 | 5 | Great website, knowledgeable, responsive and always got back to us quickly with answers to our questions. Mortgage process can be very tedious and they made it easy. | Eagle National Bank | 28 |
| 99 | 2017-09-05 | 5 | We received offers from multiple banks after our lending tree request for a mortgage. Alex Madewell from NASB was by far the best offer. He made the entire process easy and was very knowledgeable. The closing on this home was seamless, no surprises. I would definitely recommend Alex Madewell and NASB to anyone looking for a mortgage. | Eagle National Bank | 65 |
LuxuryLoanPortfolio (first 100 rows)
| loan_id | funded_amount | funded_date | duration_years | duration_months | _10_yr_treasury_index_date_funded | interest_rate_percent | interest_rate | payments | total_past_payments | loan_balance | property_value | purpose | firstname | middlename | lastname | social | phone | title | employment_length | building_class_category | tax_class_at_present | building_class_at_present | address_1 | address_2 | zip_code | city | state | total_units | land_square_feet | gross_square_feet | tax_class_at_time_of_sale | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | LL0000076 | 790000.0 | 2012-04-27 | 20 | 240 | 1.9600 | 3.359 | 0.03359 | 4524.65 | 92 | 373732.18 | 930250.0 | boat | Devin | Knox | Walters | 972-69-4236 | 542-843-5089 | Vice President Global Field Services | 6 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2C | R1 | 171 SOUTH 9TH STREET | 9 | 10001 | New York City | NY | 1 | 0.0 | 0.0 | 2 |
| 1 | LL0000151 | 1720000.0 | 2014-10-14 | 15 | 180 | 2.2100 | 3.508 | 0.03508 | 12302.74 | 62 | 957230.24 | 1995250.0 | boat | Rhett | Felix | Calderon | 577-13-5838 | 625-614-0118 | Senior program manager | 10 | 04 TAX CLASS 1 CONDOS | 1A | R3 | 1242 E 80TH ST | 19 | 10104 | New York City | NY | 1 | 0.0 | 0.0 | 1 |
| 2 | LL0000161 | 3720000.0 | 2014-06-07 | 15 | 180 | 2.6000 | 3.896 | 0.03896 | 27322.92 | 66 | 1916687.35 | 3881700.0 | boat | Jax | Sean | Richards | 263-55-1721 | 255-592-5290 | None | 1 | 04 TAX CLASS 1 CONDOS | 1A | R3 | 1884 53RD STREET | 2 | 10029 | New York City | NY | 1 | 0.0 | 0.0 | 1 |
| 3 | LL0000175 | 1079000.0 | 2012-02-23 | 20 | 240 | 1.9900 | 3.389 | 0.03389 | 6196.40 | 94 | 496538.75 | 1402450.0 | boat | Nicholas | Jeremy | Priest | 512-60-5121 | 757-337-7073 | Vice presiden | 17 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2C | R1 | 79 EAGLE STREET | 6 | 10010 | New York City | NY | 1 | 0.0 | 0.0 | 2 |
| 4 | LL0000178 | 2028000.0 | 2016-04-01 | 20 | 240 | 1.7900 | 3.188 | 0.03188 | 11439.05 | 45 | 1513242.57 | 2216500.0 | boat | Riley | Matteo | Hoffman | 271-64-4634 | 478-573-2416 | Bank examiner | 5 | 49 CONDO WAREHOUSES/FACTORY/INDUS | 4 | RW | 34 NORTH 7TH STREET | 5 | 10172 | New York City | NY | 1 | 0.0 | 0.0 | 4 |
| 5 | LL0000195 | 612000.0 | 2017-10-26 | 20 | 240 | 2.4609 | 3.860 | 0.03860 | 3663.61 | 26 | 516746.19 | 711850.0 | boat | Arabella | Marley | Castro | 474-50-8126 | 892-292-9784 | Senior Director of Video Programming | 3 | 07 RENTALS - WALKUP APARTMENTS | 2A | C3 | 1586 PROSPECT PLACE | 4 | 10026 | New York City | NY | 4 | 3194.0 | 3296.0 | 2 |
| 6 | LL0000206 | 630000.0 | 2017-12-07 | 15 | 180 | 2.3700 | 3.669 | 0.03669 | 4556.23 | 24 | 520650.57 | 667750.0 | boat | Leonardo | Jasper | Burdick | 626-46-8957 | 697-948-0097 | Field CTO | 1 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2C | R1 | 221 KINGSLAND AVENUE | 1 | 10023 | New York City | NY | 1 | 0.0 | 0.0 | 2 |
| 7 | LL0000234 | 795000.0 | 2017-10-06 | 20 | 240 | 2.3589 | 3.758 | 0.03758 | 4716.77 | 26 | 672363.91 | 895850.0 | boat | Henry | Jackson | Thao | 981-33-3139 | 640-589-4719 | vp of Sourcing and Supply Chain | 11 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2C | R1 | 221 KINGSLAND AVENUE | 2 | 10028 | New York City | NY | 1 | 0.0 | 0.0 | 2 |
| 8 | LL0000250 | 2004000.0 | 2019-10-12 | 15 | 180 | 1.7600 | 3.058 | 0.03058 | 13895.23 | 2 | 1976209.55 | 2068050.0 | boat | Amelia | Harper | Dickerson | 861-62-0214 | 331-988-6536 | Vice Presiden | 5 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2C | R1 | 221 KINGSLAND AVENUE | 3 | 10013 | New York City | NY | 1 | 0.0 | 0.0 | 2 |
| 9 | LL0000311 | 4752000.0 | 2019-09-20 | 20 | 240 | 1.7400 | 3.135 | 0.03135 | 26676.78 | 3 | 4671969.67 | 4937150.0 | boat | Sergio | Gideon | Benson | 152-86-8191 | 817-743-2573 | Sales manager | 1 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2C | R1 | 221 KINGSLAND AVENUE | 4 | 10199 | New York City | NY | 1 | 0.0 | 0.0 | 2 |
| 10 | LL0000319 | 1790000.0 | 2018-12-11 | 20 | 240 | 2.8900 | 4.288 | 0.04288 | 11120.61 | 12 | 1656552.66 | 1869300.0 | boat | Martin | Prince | Willey | 385-00-3598 | 964-655-0840 | Trading manager | 11 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2C | R1 | 221 KINGSLAND AVENUE | 5 | 10121 | New York City | NY | 1 | 0.0 | 0.0 | 2 |
| 11 | LL0000327 | 1890000.0 | 2016-06-13 | 20 | 240 | 1.6200 | 3.018 | 0.03018 | 10498.93 | 42 | 1449044.81 | 1954850.0 | boat | Raven | Danna | Robles | 632-74-2673 | 367-790-6730 | SrUnderwriter | 13 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2C | R1 | 221 KINGSLAND AVENUE | 6 | 10166 | New York City | NY | 1 | 0.0 | 0.0 | 2 |
| 12 | LL0000400 | 1310000.0 | 2017-01-08 | 20 | 240 | 2.4193 | 3.818 | 0.03818 | 7813.28 | 35 | 1036535.37 | 1364400.0 | boat | Jesse | Archer | Fairchild | 912-82-7956 | 585-743-3074 | Practice Director | 5 | 07 RENTALS - WALKUP APARTMENTS | 2A | C3 | 136 AMITY STREET | 5 | 10115 | New York City | NY | 4 | 2500.0 | 5000.0 | 2 |
| 13 | LL0000527 | 5577000.0 | 2015-07-14 | 20 | 240 | 2.4100 | 3.804 | 0.03804 | 33222.32 | 53 | 3816216.90 | 5718600.0 | boat | Brody | Omar | Stoddard | 565-55-8737 | 802-065-0912 | Sales Manager | 12 | 07 RENTALS - WALKUP APARTMENTS | 2A | C2 | 37 FROST STREET | 6 | 10010 | New York City | NY | 6 | 2500.0 | 4125.0 | 2 |
| 14 | LL0000544 | 1640000.0 | 2018-12-10 | 15 | 180 | 2.8500 | 4.148 | 0.04148 | 12252.87 | 12 | 1492965.52 | 1719350.0 | boat | Emiliano | Landen | Oh | 961-10-9612 | 665-662-7472 | Owner | 10 | 07 RENTALS - WALKUP APARTMENTS | 2B | C1 | 168 HICKS STREET | 10 | 10006 | New York City | NY | 10 | 2550.0 | 5625.0 | 2 |
| 15 | LL0000549 | 728000.0 | 2017-12-19 | 20 | 240 | 2.4600 | 3.859 | 0.03859 | 4357.64 | 24 | 623416.73 | 825150.0 | boat | Charlotte | Emily | Becker | 562-19-5485 | 398-608-2965 | Realtor | 13 | 04 TAX CLASS 1 CONDOS | 1A | R3 | 1204 44TH STREET | 3 | 10081 | New York City | NY | 1 | 0.0 | 0.0 | 1 |
| 16 | LL0000558 | 1368000.0 | 2015-12-23 | 20 | 240 | 2.2700 | 3.669 | 0.03669 | 8053.16 | 48 | 981448.18 | 1561500.0 | boat | Brady | Tucker | Kramer | 228-81-5265 | 405-437-1466 | Registered nurse | 13 | 07 RENTALS - WALKUP APARTMENTS | 2A | C2 | 722 KNICKERBOCKER AVENUE | 6 | 10012 | New York City | NY | 6 | 2600.0 | 5850.0 | 2 |
| 17 | LL0000568 | 1380000.0 | 2018-05-12 | 20 | 240 | 2.9700 | 4.369 | 0.04369 | 8633.28 | 19 | 1215967.68 | 1589950.0 | boat | Zoey | Helen | Gonzalez | 212-58-0465 | 799-297-7340 | Product Manager | 4 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2C | R1 | 45 LORIMER STREET | 2 | 10110 | New York City | NY | 1 | 0.0 | 0.0 | 2 |
| 18 | LL0000569 | 1290000.0 | 2012-09-17 | 20 | 240 | 1.8500 | 3.249 | 0.03249 | 7316.17 | 87 | 653493.12 | 1603100.0 | boat | Lylah | Emily | Parrish | 682-05-8535 | 594-044-3081 | Owner/Partner+Landlord | 4 | 04 TAX CLASS 1 CONDOS | 1A | R3 | 1420 OUTLOOK AVENUE | 2 | 10022 | New York City | NY | 1 | 0.0 | 0.0 | 1 |
| 19 | LL0000578 | 638000.0 | 2014-04-20 | 15 | 180 | 2.7300 | 4.029 | 0.04029 | 4728.49 | 68 | 316462.94 | 802100.0 | boat | Cody | Jorge | Patrick | 207-54-2146 | 246-322-0352 | Vice President | 13 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2C | R1 | 235 LEE AVENUE | 4 | 10031 | New York City | NY | 1 | 0.0 | 0.0 | 2 |
| 20 | LL0000603 | 1180000.0 | 2018-03-03 | 15 | 180 | 2.8600 | 4.159 | 0.04159 | 8822.64 | 21 | 994724.64 | 1273450.0 | boat | Nina | Alison | Barnett | 325-65-4707 | 556-914-0518 | Principal Broker | 2 | 07 RENTALS - WALKUP APARTMENTS | 2 | C1 | 3020 AVE D | 21 | 10109 | New York City | NY | 12 | 3683.0 | 9758.0 | 2 |
| 21 | LL0000612 | 1100000.0 | 2014-05-19 | 20 | 240 | 2.5400 | 3.939 | 0.03939 | 6630.48 | 67 | 655757.87 | 1382650.0 | boat | Joel | Cristian | Satterfield | 410-18-9502 | 335-993-9247 | Director | 12 | 07 RENTALS - WALKUP APARTMENTS | 2A | C3 | 151 EAST 52ND STREET | 4 | 10027 | New York City | NY | 4 | 2700.0 | 3564.0 | 2 |
| 22 | LL0000617 | 1020500.0 | 2014-09-09 | 15 | 180 | 2.5000 | 3.799 | 0.03799 | 7446.14 | 63 | 551393.34 | 1177500.0 | boat | Alejandro | Marcus | Strickland | 993-22-8242 | 684-389-7424 | Sole Proprietor | 10 | 07 RENTALS - WALKUP APARTMENTS | 2A | C2 | 6804 OWLS HEAD COURT | 6 | 10155 | New York City | NY | 6 | 2033.0 | 4920.0 | 2 |
| 23 | LL0000619 | 1730000.0 | 2013-11-13 | 20 | 240 | 2.7500 | 4.148 | 0.04148 | 10618.87 | 73 | 954822.78 | 1962000.0 | boat | Fabian | Grady | Marquez | 308-88-7665 | 656-759-1207 | Sr. Director Global Talent | 14 | 07 RENTALS - WALKUP APARTMENTS | 2A | C2 | 6804 OWLS HEAD COURT | 6 | 10013 | New York City | NY | 6 | 2033.0 | 4920.0 | 2 |
| 24 | LL0000625 | 688000.0 | 2016-12-07 | 20 | 240 | 2.3401 | 3.739 | 0.03739 | 4075.13 | 36 | 541295.17 | 864000.0 | boat | Renata | Amelia | Kane | 534-24-2156 | 529-390-5291 | HOSPITALIST | 10 | 04 TAX CLASS 1 CONDOS | 1C | R6 | 1270 56TH STREET | 1 | 10087 | New York City | NY | 1 | 0.0 | 0.0 | 1 |
| 25 | LL0000638 | 496000.0 | 2015-02-11 | 20 | 240 | 2.0000 | 3.400 | 0.03400 | 2851.18 | 58 | 330631.67 | 645250.0 | boat | Trenton | Cohen | Graves | 816-85-4406 | 820-226-4790 | Advisory Systems Engineer | 8 | 08 RENTALS - ELEVATOR APARTMENTS | 2 | D5 | 5302 6 AVENUE | 25 | 10002 | New York City | NY | 25 | 9550.0 | 27648.0 | 2 |
| 26 | LL0000642 | 1670000.0 | 2015-07-05 | 20 | 240 | 2.4000 | 3.798 | 0.03798 | 9943.00 | 53 | 1143020.89 | 1812050.0 | boat | Jaelyn | Demi | Nash | 860-24-9387 | 817-209-1881 | Administrator | 12 | 08 RENTALS - ELEVATOR APARTMENTS | 2 | D5 | 5302 6 AVENUE | 25 | 10016 | New York City | NY | 25 | 9550.0 | 27648.0 | 2 |
| 27 | LL0000651 | 1850000.0 | 2012-08-28 | 15 | 180 | 1.6400 | 2.938 | 0.02938 | 12720.67 | 88 | 730581.20 | 2164100.0 | boat | Hadassah | Harper | Farrell | 901-05-8699 | 445-355-8603 | CEO and Manager | 1 | 07 RENTALS - WALKUP APARTMENTS | 2 | C1 | 323 43RD STREET | 24 | 10173 | New York City | NY | 24 | 6261.0 | 21000.0 | 2 |
| 28 | LL0000703 | 808500.0 | 2014-08-25 | 15 | 180 | 2.3900 | 3.689 | 0.03689 | 5855.16 | 64 | 433770.00 | 966250.0 | boat | Evangeline | Shelby | Schultz | 177-63-1486 | 420-956-9711 | Business Intelligence Architect | 13 | 07 RENTALS - WALKUP APARTMENTS | 2B | C1 | 517 49TH STREET | 8 | 10175 | New York City | NY | 8 | 3005.0 | 6960.0 | 2 |
| 29 | LL0000706 | 1460000.0 | 2016-01-22 | 15 | 180 | 2.0700 | 3.369 | 0.03369 | 10343.61 | 47 | 973850.11 | 1592000.0 | boat | Arthur | Archer | Bates | 283-55-0140 | 969-945-7728 | crna | 9 | 07 RENTALS - WALKUP APARTMENTS | 2B | C1 | 517 49TH STREET | 8 | 10044 | New York City | NY | 8 | 3005.0 | 6960.0 | 2 |
| 30 | LL0000749 | 676500.0 | 2012-05-19 | 20 | 240 | 1.7100 | 3.109 | 0.03109 | 3788.87 | 91 | 331712.54 | 815650.0 | boat | Emmett | Chance | Maier | 886-36-2032 | 551-719-7673 | Sole Equity Partner | 14 | 07 RENTALS - WALKUP APARTMENTS | 2B | C1 | 448 51ST STREET | 8 | 10169 | New York City | NY | 8 | 3000.0 | 6928.0 | 2 |
| 31 | LL0000842 | 1524000.0 | 2018-11-16 | 15 | 180 | 3.0800 | 4.379 | 0.04378 | 11563.70 | 13 | 1373671.91 | 1604550.0 | boat | Sadie | Mia | Collins | 258-18-9319 | 329-493-6700 | Branch Manager | 13 | 07 RENTALS - WALKUP APARTMENTS | 2B | C1 | 448 51ST STREET | 8 | 10161 | New York City | NY | 8 | 3000.0 | 6928.0 | 2 |
| 32 | LL0000888 | 1932000.0 | 2019-08-16 | 15 | 180 | 1.5500 | 2.848 | 0.02848 | 13201.26 | 4 | 1879194.98 | 1938900.0 | boat | Francisco | Judah | Ochoa | 253-85-9789 | 944-811-7728 | Manager | 3 | 07 RENTALS - WALKUP APARTMENTS | 2B | C1 | 523 51ST STREET | 8 | 10162 | New York City | NY | 8 | 2980.0 | 8268.0 | 2 |
| 33 | LL0000898 | 1560000.0 | 2012-10-19 | 20 | 240 | 1.7900 | 3.188 | 0.03188 | 8799.27 | 86 | 803262.59 | 1871500.0 | boat | Alessandra | Lilah | Holland | 660-74-3688 | 375-695-8959 | CEO | 14 | 07 RENTALS - WALKUP APARTMENTS | 2B | C1 | 523 51ST STREET | 8 | 10002 | New York City | NY | 8 | 2980.0 | 8268.0 | 2 |
| 34 | LL0000913 | 1180000.0 | 2018-04-28 | 20 | 240 | 2.9600 | 4.359 | 0.04359 | 7375.75 | 20 | 1032484.97 | 1330650.0 | boat | Killian | Jaylen | Mann | 700-66-4358 | 474-117-4947 | Director | 14 | 07 RENTALS - WALKUP APARTMENTS | 2B | C1 | 549 49TH STREET | 8 | 10103 | New York City | NY | 8 | 2504.0 | 6348.0 | 2 |
| 35 | LL0000966 | 1540000.0 | 2019-10-19 | 20 | 240 | 1.7600 | 3.159 | 0.03158 | 8663.12 | 2 | 1522673.76 | 1723700.0 | boat | Milo | Drake | Augustine | 104-25-9863 | 579-098-9389 | President | 12 | 07 RENTALS - WALKUP APARTMENTS | 2B | C1 | 549 49TH STREET | 8 | 10113 | New York City | NY | 8 | 2504.0 | 6348.0 | 2 |
| 36 | LL0001011 | 1450000.0 | 2015-06-04 | 15 | 180 | 2.3100 | 3.609 | 0.03609 | 10443.59 | 54 | 886046.39 | 1533600.0 | boat | Xavier | Ayden | Powell | 961-86-0050 | 200-802-5289 | Administrator | 6 | 07 RENTALS - WALKUP APARTMENTS | 2B | C1 | 4702 4 AVENUE | 8 | 10037 | New York City | NY | 8 | 2500.0 | 8264.0 | 2 |
| 37 | LL0001097 | 1670000.0 | 2012-07-10 | 20 | 240 | 1.5300 | 2.928 | 0.02928 | 9201.70 | 89 | 851048.36 | 1806550.0 | boat | Fabian | Nash | Parrish | 378-53-5029 | 280-292-5980 | Vice President | 5 | 07 RENTALS - WALKUP APARTMENTS | 2B | C1 | 4702 4 AVENUE | 8 | 10016 | New York City | NY | 8 | 2500.0 | 8264.0 | 2 |
| 38 | LL0001110 | 1190000.0 | 2015-05-12 | 10 | 120 | 2.2800 | 3.479 | 0.03479 | 11755.72 | 55 | 543435.65 | 1454750.0 | boat | Maxwell | Jorge | Wakefield | 326-88-9901 | 456-304-8819 | Sales | 4 | 38 ASYLUMS AND HOMES | 4 | N9 | 115 RALPH AVENUE | 3 | 10153 | New York City | NY | 1 | 1440.0 | 4400.0 | 4 |
| 39 | LL0001113 | 799500.0 | 2015-10-07 | 20 | 240 | 2.0800 | 3.479 | 0.03479 | 4628.16 | 50 | 568092.24 | 936850.0 | boat | Regina | Michaela | Cervantes | 705-49-2057 | 669-377-2700 | VP, Client Sales | 15 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2C | R1 | 1826 51ST STREET | 2 | 10040 | New York City | NY | 1 | 0.0 | 0.0 | 2 |
| 40 | LL0001115 | 3840000.0 | 2017-04-10 | 20 | 240 | 2.3661 | 3.762 | 0.03762 | 22790.90 | 32 | 3110691.22 | 3949800.0 | boat | Beckett | Reed | Loyd | 594-52-7770 | 558-745-1032 | Systems Manager | 4 | 44 CONDO PARKING | 4 | RG | 444 12TH STREET | 13 | 10129 | New York City | NY | 1 | 0.0 | 0.0 | 4 |
| 41 | LL0001131 | 1200000.0 | 2018-10-10 | 20 | 240 | 3.2200 | 4.619 | 0.04619 | 7669.09 | 14 | 1092632.72 | 1402400.0 | boat | Isabella | Ariella | Jones | 247-64-0158 | 688-039-4206 | Chief Information Officer | 18 | 07 RENTALS - WALKUP APARTMENTS | 2A | C2 | 810 MACON STREET | 6 | 10027 | New York City | NY | 6 | 2500.0 | 4275.0 | 2 |
| 42 | LL0001165 | 1650000.0 | 2018-09-27 | 15 | 180 | 3.0600 | 4.358 | 0.04358 | 12502.97 | 15 | 1462455.39 | 1733050.0 | boat | Gabriel | Benjamin | Nagy | 852-95-4541 | 550-921-4404 | Sales Engineer | 18 | 13 CONDOS - ELEVATOR APARTMENTS | 2 | R4 | 110 LIVINGSTON STREET | 10C | 10177 | New York City | NY | 1 | 0.0 | 0.0 | 2 |
| 43 | LL0001203 | 1344000.0 | 2018-07-02 | 20 | 240 | 2.8700 | 4.269 | 0.04269 | 8336.14 | 17 | 1202285.65 | 1431400.0 | boat | Kailey | Alanna | Hoover | 148-48-5654 | 612-840-4306 | None | 14 | 07 RENTALS - WALKUP APARTMENTS | 2B | C1 | 305 JEFFERSON STREET | 8 | 10119 | New York City | NY | 8 | 2500.0 | 6500.0 | 2 |
| 44 | LL0001248 | 1330000.0 | 2016-01-08 | 15 | 180 | 2.1300 | 3.429 | 0.03429 | 9461.63 | 47 | 885303.25 | 1522700.0 | boat | Isaac | Oliver | Grubbs | 330-01-2664 | 367-246-5176 | Principal Project Manager | 15 | 04 TAX CLASS 1 CONDOS | 1C | R6 | 1216 47TH STREET | 3 | 10168 | New York City | NY | 1 | 0.0 | 0.0 | 1 |
| 45 | LL0001319 | 1120000.0 | 2014-02-20 | 20 | 240 | 2.7600 | 4.159 | 0.04159 | 6881.18 | 70 | 638317.24 | 1347050.0 | boat | Jaxon | Hunter | Roberts | 252-89-5024 | 968-978-4135 | Physician/Medical Director | 8 | 44 CONDO PARKING | 4 | RP | 120 OCEANA DRIVE WEST | 2 | 10153 | New York City | NY | 1 | 0.0 | 0.0 | 4 |
| 46 | LL0001335 | 3672000.0 | 2019-06-10 | 15 | 180 | 2.1500 | 3.446 | 0.03446 | 26153.22 | 6 | 3515080.68 | 3862250.0 | boat | Francisco | River | Oliver | 711-10-2793 | 515-133-7291 | Anesthetist | 12 | 02 TWO FAMILY DWELLINGS | 1 | B1 | 298 SACKETT STREET | 2 | 10249 | New York City | NY | 2 | 1735.0 | 3415.0 | 1 |
| 47 | LL0001346 | 1452000.0 | 2012-09-18 | 15 | 180 | 1.8200 | 3.119 | 0.03119 | 10110.56 | 87 | 572381.62 | 1645050.0 | boat | Jameson | Ashton | Simpson | 143-13-0617 | 868-752-8567 | Pilot | 11 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2C | R1 | 105 LORIMER STREET | 2 | 10165 | New York City | NY | 1 | 0.0 | 0.0 | 2 |
| 48 | LL0001352 | 877500.0 | 2016-02-10 | 15 | 180 | 1.7100 | 3.009 | 0.03009 | 6063.65 | 46 | 598571.97 | 948550.0 | boat | Kylee | Evangeline | Lynch | 174-24-5168 | 506-956-0578 | Associate Director | 13 | 11A CONDO-RENTALS | 2 | RR | 150 CLERMONT AVENUE | 1 | 10175 | New York City | NY | 52 | 19659.0 | 52513.0 | 2 |
| 49 | LL0001355 | 1860000.0 | 2016-06-15 | 20 | 240 | 1.6000 | 2.998 | 0.02998 | 10313.65 | 42 | 1426826.57 | 2104750.0 | boat | Josephine | Delilah | Wells | 965-22-0215 | 615-884-2762 | Senior Director, IT | 3 | 04 TAX CLASS 1 CONDOS | 1A | R3 | 1262 51ST STREET | 3 | 10038 | New York City | NY | 1 | 0.0 | 0.0 | 1 |
| 50 | LL0001399 | 3192000.0 | 2013-02-26 | 20 | 240 | 1.8800 | 3.277 | 0.03277 | 18148.64 | 82 | 1703811.82 | 3497000.0 | boat | Damian | Maxwell | Hayes | 437-60-0541 | 673-465-2275 | Founder/CEO | 10 | 43 CONDO OFFICE BUILDINGS | 4 | RB | 150 CLERMONT AVENUE | 3 | 10171 | New York City | NY | 1 | 0.0 | 0.0 | 4 |
| 51 | LL0001434 | 640000.0 | 2016-06-13 | 15 | 180 | 1.6200 | 2.919 | 0.02919 | 4394.83 | 42 | 455417.01 | 884850.0 | boat | Montserrat | Elizabeth | Liu | 883-30-9337 | 840-908-6591 | RN | 1 | 46 CONDO STORE BUILDINGS | 4 | RK | 150 CLERMONT AVENUE | 2 | 10106 | New York City | NY | 1 | 0.0 | 0.0 | 4 |
| 52 | LL0001449 | 1180000.0 | 2017-12-23 | 20 | 240 | 2.4800 | 3.879 | 0.03879 | 7075.56 | 24 | 1010186.63 | 1216950.0 | boat | Charlie | Omar | Shaffer | 271-21-6671 | 455-025-7864 | Supervisor | 11 | 46 CONDO STORE BUILDINGS | 4 | RK | 150 CLERMONT AVENUE | 4 | 10033 | New York City | NY | 1 | 0.0 | 0.0 | 4 |
| 53 | LL0001457 | 5148000.0 | 2016-03-28 | 15 | 180 | 1.8900 | 3.185 | 0.03185 | 36010.98 | 45 | 3527506.07 | 5336700.0 | boat | Elijah | Felix | Doyle | 755-73-3171 | 487-492-4340 | Owner | 17 | 04 TAX CLASS 1 CONDOS | 1A | R3 | 1719 OCEAN AVENUE | 1 | 10150 | New York City | NY | 1 | 0.0 | 0.0 | 1 |
| 54 | LL0001458 | 1692000.0 | 2018-09-24 | 15 | 180 | 3.0800 | 4.378 | 0.04378 | 12838.44 | 15 | 1499423.43 | 1715200.0 | boat | Harlow | Brittany | Sherman | 792-56-7549 | 214-528-5656 | Agency administrator | 16 | 07 RENTALS - WALKUP APARTMENTS | 2A | C2 | 536 MC DONALD AVENUE | 6 | 10018 | New York City | NY | 6 | 2400.0 | 4896.0 | 2 |
| 55 | LL0001538 | 803000.0 | 2018-04-13 | 20 | 240 | 2.8200 | 4.219 | 0.04219 | 4959.19 | 20 | 703816.30 | 954400.0 | boat | Adelina | Kaelyn | Serrano | 154-91-4163 | 612-496-5548 | Pharmacist | 15 | 14 RENTALS - 4-10 UNIT | 2A | S3 | 236 MALCOLM X BOULEVARD | 3 | 10033 | New York City | NY | 4 | 1700.0 | 4320.0 | 2 |
| 56 | LL0001556 | 1200000.0 | 2017-09-21 | 15 | 180 | 2.2765 | 3.575 | 0.03575 | 8622.86 | 27 | 967182.90 | 1301600.0 | boat | Travis | Orion | Yancey | 315-40-3352 | 241-780-6884 | Sales Mgr | 18 | 07 RENTALS - WALKUP APARTMENTS | 2 | C1 | 401 MACON STREET | 16 | 10112 | New York City | NY | 16 | 4000.0 | 14240.0 | 2 |
| 57 | LL0001599 | 2232000.0 | 2017-06-15 | 15 | 180 | 2.1637 | 3.462 | 0.03461 | 15913.47 | 30 | 1754596.04 | 2338500.0 | boat | Elliot | Mark | Bauer | 973-71-4066 | 466-690-5166 | CEO | 1 | 07 RENTALS - WALKUP APARTMENTS | 2A | C3 | 1049 BERGEN STREET | 4 | 10095 | New York City | NY | 4 | 1950.0 | 5684.0 | 2 |
| 58 | LL0001605 | 1956000.0 | 2012-09-23 | 15 | 180 | 1.7700 | 3.068 | 0.03068 | 13571.84 | 87 | 775250.05 | 2148800.0 | boat | Bristol | Melany | Barton | 728-85-5629 | 755-303-2416 | Manager | 6 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2C | R1 | 307 DIVISION AVENUE | 4 | 10018 | New York City | NY | 1 | 0.0 | 0.0 | 2 |
| 59 | LL0001634 | 3927000.0 | 2017-06-28 | 15 | 180 | 2.2279 | 3.524 | 0.03524 | 28119.74 | 30 | 3083407.70 | 4092850.0 | boat | Aileen | Adelina | Shepherd | 996-29-7577 | 551-153-6006 | Owner | 11 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2C | R1 | 543 BROOKLYN AVE | 6 | 10119 | New York City | NY | 1 | 0.0 | 0.0 | 2 |
| 60 | LL0001656 | 1750000.0 | 2017-10-03 | 20 | 240 | 2.3229 | 3.721 | 0.03721 | 10349.15 | 26 | 1480922.01 | 1851000.0 | boat | Lacey | Karla | Conner | 747-97-1117 | 683-062-9815 | Partner | 3 | 07 RENTALS - WALKUP APARTMENTS | 2B | C7 | 2282 EAST 7TH STREET | 9 | 10013 | New York City | NY | 9 | 3041.0 | 8352.0 | 2 |
| 61 | LL0001718 | 1632000.0 | 2015-04-23 | 20 | 240 | 1.9600 | 3.358 | 0.03358 | 9346.29 | 56 | 1108607.60 | 1837700.0 | boat | Diego | Josue | Newton | 817-83-7011 | 440-604-6440 | General Sales Manager | 3 | 07 RENTALS - WALKUP APARTMENTS | 2A | C3 | 1718 WEST 13TH STREET | 4 | 10043 | New York City | NY | 4 | 3000.0 | 3900.0 | 2 |
| 62 | LL0000724 | 6270000.0 | 2013-04-08 | 15 | 180 | 1.7600 | 3.054 | 0.03054 | 43462.49 | 80 | 2793000.53 | 6572950.0 | investment property | Edwin | Walter | Gregory | 300-11-8536 | 496-244-8464 | Financial Planner | 8 | 46 CONDO STORE BUILDINGS | 4 | RK | 756 MYRTLE AVENUE | 1 | 10176 | New York City | NY | 1 | 0.0 | 0.0 | 4 |
| 63 | LL0000064 | 6138000.0 | 2013-09-25 | 30 | 360 | 2.6300 | 4.224 | 0.04224 | 30101.92 | 75 | 3880356.26 | 6432450.0 | investment property | Damian | Andres | Worthington | 452-66-1934 | 776-744-6579 | executive vice prsident | 12 | 07 RENTALS - WALKUP APARTMENTS | 2 | C1 | 323 43RD STREET | 24 | 10156 | New York City | NY | 24 | 6261.0 | 21000.0 | 2 |
| 64 | LL0000818 | 6237000.0 | 2019-06-16 | 15 | 180 | 2.0900 | 3.384 | 0.03384 | 44232.78 | 6 | 5971603.31 | 6426950.0 | commerical property | Mariana | Amber | Ortega | 724-02-8534 | 511-363-4736 | VP Manufacturing Operations | 16 | 07 RENTALS - WALKUP APARTMENTS | 2B | C1 | 329 LINCOLN PLACE | 8 | 10279 | New York City | NY | 10 | 3600.0 | 11743.0 | 2 |
| 65 | LL0000938 | 6237000.0 | 2014-03-18 | 30 | 360 | 2.6800 | 4.274 | 0.04274 | 30769.99 | 69 | 4113870.97 | 6402750.0 | investment property | Kaylie | Liana | Gallegos | 165-56-8997 | 855-831-2238 | CPA/Shareholder | 8 | 16 CONDOS - 2-10 UNIT WITH COMMERCIAL UNIT | 2C | R8 | 90 GREENE STREET | 1 | 10022 | New York City | NY | 1 | NaN | NaN | 2 |
| 66 | LL0000753 | 6270000.0 | 2017-02-09 | 30 | 360 | 2.3948 | 3.989 | 0.03989 | 29894.19 | 34 | 5253597.52 | 6382800.0 | home | Joseph | Michael | Smith | 852-31-3277 | 289-479-3701 | Managing Director | 9 | 46 CONDO STORE BUILDINGS | 4 | RK | 808 BROADWAY | 1 | 10166 | New York City | NY | 1 | NaN | NaN | 4 |
| 67 | LL0000911 | 6171000.0 | 2016-07-27 | 30 | 360 | 1.5200 | 3.114 | 0.03114 | 26398.13 | 41 | 5088676.69 | 6353650.0 | home | Mia | Madison | Contreras | 689-31-5161 | 748-412-3850 | nurse | 3 | 13 CONDOS - ELEVATOR APARTMENTS | 2 | R4 | 325 W. BROADWAY | 9 | 10104 | New York City | NY | 1 | NaN | NaN | 2 |
| 68 | LL0000786 | 6072000.0 | 2013-07-22 | 30 | 360 | 2.5000 | 4.094 | 0.04094 | 29318.67 | 77 | 3814462.04 | 6309700.0 | home | Aaron | Jack | Jefferson | 344-46-2408 | 829-171-9108 | AVP Consulting Sales North America | 12 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2C | R1 | 3 EAST 95TH STREET | 3 | 10095 | New York City | NY | 1 | NaN | NaN | 2 |
| 69 | LL0001678 | 6171000.0 | 2015-05-21 | 30 | 360 | 2.1900 | 3.784 | 0.03784 | 28698.05 | 55 | 4592607.25 | 6255300.0 | commerical property | Aliyah | Presley | Meyer | 407-75-3282 | 851-266-8749 | FINANCIAL ADVISOR | 10 | 13 CONDOS - ELEVATOR APARTMENTS | 2 | R4 | 25 MERCER STREET | 5 | 10106 | New York City | NY | 1 | NaN | NaN | 2 |
| 70 | LL0000467 | 6171000.0 | 2015-11-19 | 30 | 360 | 2.2400 | 3.834 | 0.03834 | 28873.80 | 49 | 4756183.90 | 6246200.0 | home | Titus | Fernando | Wall | 962-50-7580 | 249-580-6538 | Managing Director | 7 | 13 CONDOS - ELEVATOR APARTMENTS | 2 | R4 | 145 WEST 11TH | 5 | 10151 | New York City | NY | 1 | NaN | NaN | 2 |
| 71 | LL0001260 | 6105000.0 | 2018-09-21 | 30 | 360 | 3.0700 | 4.664 | 0.04664 | 31530.87 | 15 | 5632036.89 | 6188350.0 | commerical property | Kaelyn | Madilynn | Olsen | 287-80-4827 | 706-608-2739 | GM / VP - Sales | 8 | 13 CONDOS - ELEVATOR APARTMENTS | 2 | R4 | 27 MERCER STREET | 6 | 10162 | New York City | NY | 1 | NaN | NaN | 2 |
| 72 | LL0001210 | 6039000.0 | 2012-02-20 | 30 | 360 | 2.0100 | 3.604 | 0.03604 | 27469.61 | 94 | 3456856.83 | 6182600.0 | commerical property | Brayden | Isaiah | Bond | 128-81-8008 | 341-646-0332 | Airline Pilot | 1 | 13 CONDOS - ELEVATOR APARTMENTS | 2 | R4 | 145 WEST 11 | 2 | 10150 | New York City | NY | 1 | NaN | NaN | 2 |
| 73 | LL0000080 | 5940000.0 | 2012-09-14 | 30 | 360 | 1.8800 | 3.474 | 0.03474 | 26587.12 | 87 | 3626920.62 | 6133250.0 | commerical property | Christian | Isaac | Lombardo | 277-63-5491 | 476-925-9180 | Claims Consultant | 7 | 07 RENTALS - WALKUP APARTMENTS | 2 | C1 | 427 DEAN STREET | 16 | 10119 | New York City | NY | 17 | 4808.0 | 16200.0 | 2 |
| 74 | LL0000922 | 6039000.0 | 2016-05-15 | 15 | 180 | 1.7100 | 3.004 | 0.03004 | 41715.84 | 43 | 4245218.71 | 6105300.0 | commerical property | Max | Cole | Gibson | 296-72-7133 | 555-917-3940 | Pilot | 14 | 13 CONDOS - ELEVATOR APARTMENTS | 2 | R4 | 18 GRAMERCY PARK SOUTH | 16 | 10113 | New York City | NY | 1 | NaN | NaN | 2 |
| 75 | LL0000826 | 5808000.0 | 2013-02-20 | 15 | 180 | 2.0200 | 3.314 | 0.03314 | 40991.90 | 82 | 2446663.95 | 5993300.0 | investment property | Makayla | Brielle | Vasquez | 895-85-1281 | 303-662-8628 | Crew Forman | 18 | 13 CONDOS - ELEVATOR APARTMENTS | 2 | R4 | 1 MAIN STREET | 16 | 10103 | New York City | NY | 1 | 0.0 | 0.0 | 2 |
| 76 | LL0000265 | 5907000.0 | 2018-10-24 | 30 | 360 | 3.1000 | 4.694 | 0.04694 | 30614.64 | 14 | 5478395.09 | 5988700.0 | home | Abby | Amari | Miranda | 451-42-2885 | 579-721-6442 | DIRECTOR OF FINANCE | 8 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2C | R1 | 17 EAST 12TH STREET | 10 | 10175 | New York City | NY | 1 | NaN | NaN | 2 |
| 77 | LL0000200 | 5775000.0 | 2016-04-06 | 30 | 360 | 1.7600 | 3.354 | 0.03354 | 25463.97 | 44 | 4654585.18 | 5963250.0 | investment property | Kai | Bryson | Avila | 326-68-6887 | 326-855-9232 | GM | 4 | 13 CONDOS - ELEVATOR APARTMENTS | 2 | R4 | 145 WEST 11 | 3 | 10101 | New York City | NY | 1 | NaN | NaN | 2 |
| 78 | LL0001206 | 5643000.0 | 2012-08-21 | 30 | 360 | 1.8000 | 3.394 | 0.03394 | 25006.88 | 88 | 3442394.89 | 5897450.0 | commerical property | Brielle | Kinsley | Harrison | 409-62-4064 | 750-661-4664 | Managing Director | 13 | 04 TAX CLASS 1 CONDOS | 1C | R6 | 22 GRAMERCY PARK SOUTH | 2 | 10170 | New York City | NY | 1 | NaN | NaN | 1 |
| 79 | LL0000664 | 5808000.0 | 2018-10-14 | 30 | 360 | 3.1500 | 4.744 | 0.04744 | 30276.28 | 14 | 5384132.14 | 5890200.0 | investment property | Rachel | Julianna | Fox | 309-53-2805 | 972-682-8589 | Doctor | 15 | 13 CONDOS - ELEVATOR APARTMENTS | 2 | R4 | 18 GRAMERCY PARK SOUTH | 3 | 10090 | New York City | NY | 1 | NaN | NaN | 2 |
| 80 | LL0001280 | 5841000.0 | 2018-12-09 | 30 | 360 | 2.8500 | 4.444 | 0.04444 | 29401.45 | 12 | 5488182.55 | 5860400.0 | commerical property | Walker | Erik | Miles | 888-64-1773 | 920-114-3793 | physician | 8 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2C | R1 | 155 EAST 79TH STREET | 5 | 10260 | New York City | NY | 1 | NaN | NaN | 2 |
| 81 | LL0001471 | 5709000.0 | 2012-08-10 | 30 | 360 | 1.6500 | 3.244 | 0.03244 | 24827.13 | 88 | 3524212.31 | 5844000.0 | commerical property | Dallas | Messiah | Weiss | 284-80-4254 | 779-277-3780 | Regional Vice President | 10 | 43 CONDO OFFICE BUILDINGS | 4 | RB | 305 EAST 47TH STREET | 2 | 10060 | New York City | NY | 1 | NaN | NaN | 4 |
| 82 | LL0001408 | 5709000.0 | 2016-02-28 | 30 | 360 | 1.7600 | 3.354 | 0.03354 | 25172.96 | 46 | 4551044.00 | 5839150.0 | commerical property | Liberty | Helena | Whitaker | 743-84-2222 | 686-216-7591 | Sr. Vice President - Retirement Plans | 13 | 16 CONDOS - 2-10 UNIT WITH COMMERCIAL UNIT | 2C | R8 | 339 GREENWICH STREET | 1 | 10128 | New York City | NY | 1 | NaN | NaN | 2 |
| 83 | LL0000668 | 5544000.0 | 2015-08-11 | 30 | 360 | 2.1500 | 3.745 | 0.03744 | 25656.26 | 52 | 4209874.65 | 5804200.0 | investment property | Zariah | Imani | Drake | 978-49-9635 | 903-987-8861 | Physician | 5 | 43 CONDO OFFICE BUILDINGS | 4 | RB | 55 EAST 59TH STREET | 12 | 10175 | New York City | NY | 1 | NaN | NaN | 4 |
| 84 | LL0001333 | 5610000.0 | 2017-04-07 | 30 | 360 | 2.3822 | 3.977 | 0.03977 | 26708.66 | 32 | 4755322.75 | 5779950.0 | investment property | Leon | Maximiliano | Allison | 553-66-8361 | 806-298-1964 | Provider | 2 | 13 CONDOS - ELEVATOR APARTMENTS | 2 | R4 | 944 PARK AVENUE | 14 | 10021 | New York City | NY | 1 | NaN | NaN | 2 |
| 85 | LL0001687 | 5544000.0 | 2019-01-20 | 30 | 360 | 2.7900 | 4.385 | 0.04384 | 27709.81 | 11 | 5239192.06 | 5741300.0 | commerical property | Easton | Lincoln | Whitmore | 565-55-5455 | 889-027-5571 | Physician | 12 | 31 COMMERCIAL VACANT LAND | 4 | V1 | 189 MONTAGUE STREET | 5 | 10163 | New York City | NY | 1 | 10000.0 | 0.0 | 4 |
| 86 | LL0001460 | 5478000.0 | 2012-06-26 | 30 | 360 | 1.6600 | 3.255 | 0.03255 | 23855.64 | 90 | 3330992.64 | 5735250.0 | investment property | Miguel | Edward | Stone | 704-86-4705 | 930-165-1091 | VP, Business and Legal Affairs | 16 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2C | R1 | 155 EAST 79TH STREET | 2 | 10025 | New York City | NY | 1 | NaN | NaN | 2 |
| 87 | LL0000509 | 5511000.0 | 2015-03-16 | 30 | 360 | 2.1000 | 3.695 | 0.03694 | 25347.50 | 57 | 4066192.69 | 5718600.0 | commerical property | Anthony | Aiden | Corey | 639-59-2036 | 985-961-7606 | Portfolio Manager | 4 | 14 RENTALS - 4-10 UNIT | 2B | S9 | 292 ATLANTIC AVENUE | 3 | 10003 | New York City | NY | 8 | 3200.0 | 7500.0 | 2 |
| 88 | LL0000249 | 5511000.0 | 2018-09-19 | 30 | 360 | 3.0800 | 4.675 | 0.04674 | 28496.07 | 15 | 5083558.94 | 5714450.0 | investment property | Dalton | Cruz | Vazquez | 873-91-6374 | 418-049-9547 | Owner | 9 | 08 RENTALS - ELEVATOR APARTMENTS | 2 | D9 | 35 PINEAPPLE STREET | 14 | 10034 | New York City | NY | 15 | 2545.0 | 11842.0 | 2 |
| 89 | LL0001500 | 5544000.0 | 2013-05-27 | 30 | 360 | 2.0100 | 3.605 | 0.03604 | 25218.00 | 79 | 3551777.92 | 5664500.0 | commerical property | Ryleigh | Kate | Cunningham | 724-62-0952 | 248-747-2217 | President | 11 | 13 CONDOS - ELEVATOR APARTMENTS | 2 | R4 | 147 WAVERLY PLACE | 9 | 10039 | New York City | NY | 1 | NaN | NaN | 2 |
| 90 | LL0001445 | 5412000.0 | 2016-03-20 | 30 | 360 | 1.8800 | 3.475 | 0.03475 | 24226.84 | 45 | 4321792.39 | 5661100.0 | investment property | Donovan | Pablo | Edmondson | 416-30-6450 | 284-653-6416 | Vice President | 14 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2C | R1 | 17 EAST 12TH STREET | 8 | 10176 | New York City | NY | 1 | NaN | NaN | 2 |
| 91 | LL0001157 | 5412000.0 | 2015-05-08 | 30 | 360 | 2.1600 | 3.755 | 0.03755 | 25079.17 | 55 | 4032645.48 | 5616950.0 | investment property | Abigail | Isabella | Christian | 166-87-2742 | 893-509-9313 | Managing Director | 11 | 13 CONDOS - ELEVATOR APARTMENTS | 2 | R4 | 65 WEST 13TH STREET | 10B/C | 10101 | New York City | NY | 1 | NaN | NaN | 2 |
| 92 | LL0000971 | 5478000.0 | 2012-07-09 | 30 | 360 | 1.5300 | 3.125 | 0.03125 | 23466.41 | 89 | 3389489.75 | 5614600.0 | home | Erick | Romeo | Marlow | 902-77-6815 | 454-237-3754 | Branch Owner | 2 | 43 CONDO OFFICE BUILDINGS | 4 | RB | 29 EAST 10TH STREET | 7 | 10176 | New York City | NY | 1 | NaN | NaN | 4 |
| 93 | LL0000472 | 5478000.0 | 2017-02-01 | 30 | 360 | 2.4699 | 4.064 | 0.04064 | 26355.33 | 35 | 4555563.32 | 5591200.0 | home | Leonardo | Elias | Patterson | 100-48-3476 | 780-416-6544 | President | 8 | 13 CONDOS - ELEVATOR APARTMENTS | 2 | R4 | 21 EAST 66TH STREET | 11 | 10055 | New York City | NY | 1 | NaN | NaN | 2 |
| 94 | LL0000532 | 5445000.0 | 2012-10-14 | 30 | 360 | 1.6900 | 3.285 | 0.03285 | 23801.70 | 86 | 3398053.42 | 5576750.0 | investment property | Gabrielle | Sienna | Berry | 382-40-8949 | 295-670-6155 | General Manager | 7 | 13 CONDOS - ELEVATOR APARTMENTS | 2 | R4 | 515 PARK AVENUE | 18 | 10159 | New York City | NY | 1 | NaN | NaN | 2 |
| 95 | LL0001108 | 5412000.0 | 2016-05-25 | 30 | 360 | 1.8700 | 3.465 | 0.03465 | 24196.69 | 43 | 4371542.51 | 5537800.0 | commerical property | Mabel | Lillie | Cameron | 927-32-5555 | 633-243-5889 | President | 18 | 13 CONDOS - ELEVATOR APARTMENTS | 2 | R4 | 170 EAST END AVENUE | 10C/D | 10038 | New York City | NY | 1 | NaN | NaN | 2 |
| 96 | LL0000459 | 5346000.0 | 2012-11-03 | 15 | 180 | 1.7500 | 3.045 | 0.03045 | 37034.31 | 85 | 2198084.02 | 5536750.0 | investment property | Weston | Micah | Wetzel | 419-18-2105 | 543-379-8399 | Wholesale Loan Ops Manager/SVP | 2 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2C | R1 | 12 EAST 13TH STREET | 5 | 10158 | New York City | NY | 1 | NaN | NaN | 2 |
| 97 | LL0000284 | 5445000.0 | 2018-09-13 | 30 | 360 | 2.9700 | 4.565 | 0.04565 | 27799.71 | 15 | 5028004.39 | 5528750.0 | investment property | Matteo | Kaden | Mueller | 843-89-8451 | 419-367-5651 | Vice President | 3 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2C | R1 | 17 EAST 12TH STREET | 7 | 10022 | New York City | NY | 1 | NaN | NaN | 2 |
| 98 | LL0001642 | 5214000.0 | 2013-07-25 | 30 | 360 | 2.6100 | 4.205 | 0.04205 | 25512.57 | 77 | 3249531.82 | 5511550.0 | commerical property | Elliana | Raelyn | Santiago | 954-33-5929 | 851-503-2301 | CEO | 6 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2C | R1 | 17 EAST 12TH STREET | 6 | 10261 | New York City | NY | 1 | NaN | NaN | 2 |
| 99 | LL0001191 | 5478000.0 | 2019-09-11 | 30 | 360 | 1.7500 | 3.345 | 0.03345 | 24127.15 | 3 | 5405618.54 | 5483600.0 | commerical property | Skyla | Carter | Wall | 312-15-1961 | 966-193-9111 | Vice president | 10 | 13 CONDOS - ELEVATOR APARTMENTS | 2 | R4 | 235 WEST 71ST STREET | 7 | 10178 | New York City | NY | 1 | NaN | NaN | 2 |
completedacct (first 100 rows)
| account_id | district_id | frequency | parseddate | year_ | month_ | day_ | date_ | |
|---|---|---|---|---|---|---|---|---|
| 0 | A00000576 | 55 | Monthly Issuance | 2013-01-01 | 2013 | 1 | 1 | 2013-01-01 |
| 1 | A00003818 | 74 | Monthly Issuance | 2013-01-01 | 2013 | 1 | 1 | 2013-01-01 |
| 2 | A00000704 | 55 | Monthly Issuance | 2013-01-01 | 2013 | 1 | 1 | 2013-01-01 |
| 3 | A00000793 | 47 | Monthly Issuance | 2013-01-03 | 2013 | 1 | 3 | 2013-01-03 |
| 4 | A00002484 | 74 | Monthly Issuance | 2013-01-03 | 2013 | 1 | 3 | 2013-01-03 |
| 5 | A00001695 | 76 | Monthly Issuance | 2013-01-03 | 2013 | 1 | 3 | 2013-01-03 |
| 6 | A00001726 | 48 | Monthly Issuance | 2013-01-03 | 2013 | 1 | 3 | 2013-01-03 |
| 7 | A00002881 | 70 | Monthly Issuance | 2013-01-04 | 2013 | 1 | 4 | 2013-01-04 |
| 8 | A00002357 | 19 | Monthly Issuance | 2013-01-04 | 2013 | 1 | 4 | 2013-01-04 |
| 9 | A00002177 | 62 | Monthly Issuance | 2013-01-04 | 2013 | 1 | 4 | 2013-01-04 |
| 10 | A00000485 | 6 | Issuance After Transaction | 2013-01-04 | 2013 | 1 | 4 | 2013-01-04 |
| 11 | A00002378 | 16 | Monthly Issuance | 2013-01-01 | 2013 | 1 | 1 | 2013-01-01 |
| 12 | A00002632 | 24 | Monthly Issuance | 2013-01-02 | 2013 | 1 | 2 | 2013-01-02 |
| 13 | A00001972 | 77 | Monthly Issuance | 2013-01-02 | 2013 | 1 | 2 | 2013-01-02 |
| 14 | A00001539 | 1 | Issuance After Transaction | 2013-01-03 | 2013 | 1 | 3 | 2013-01-03 |
| 15 | A00000652 | 21 | Monthly Issuance | 2013-01-05 | 2013 | 1 | 5 | 2013-01-05 |
| 16 | A00009635 | 70 | Monthly Issuance | 2013-01-05 | 2013 | 1 | 5 | 2013-01-05 |
| 17 | A00001844 | 44 | Monthly Issuance | 2013-01-06 | 2013 | 1 | 6 | 2013-01-06 |
| 18 | A00001926 | 37 | Monthly Issuance | 2013-01-06 | 2013 | 1 | 6 | 2013-01-06 |
| 19 | A00002393 | 10 | Monthly Issuance | 2013-01-07 | 2013 | 1 | 7 | 2013-01-07 |
| 20 | A00003510 | 41 | Monthly Issuance | 2013-01-07 | 2013 | 1 | 7 | 2013-01-07 |
| 21 | A00001276 | 36 | Monthly Issuance | 2013-01-07 | 2013 | 1 | 7 | 2013-01-07 |
| 22 | A00001637 | 1 | Monthly Issuance | 2013-01-08 | 2013 | 1 | 8 | 2013-01-08 |
| 23 | A00003871 | 26 | Monthly Issuance | 2013-01-08 | 2013 | 1 | 8 | 2013-01-08 |
| 24 | A00000192 | 55 | Monthly Issuance | 2013-01-08 | 2013 | 1 | 8 | 2013-01-08 |
| 25 | A00000764 | 1 | Monthly Issuance | 2013-01-08 | 2013 | 1 | 8 | 2013-01-08 |
| 26 | A00002087 | 7 | Weekly Issuance | 2013-01-08 | 2013 | 1 | 8 | 2013-01-08 |
| 27 | A00002122 | 68 | Monthly Issuance | 2013-01-08 | 2013 | 1 | 8 | 2013-01-08 |
| 28 | A00003592 | 54 | Monthly Issuance | 2013-01-08 | 2013 | 1 | 8 | 2013-01-08 |
| 29 | A00003487 | 41 | Monthly Issuance | 2013-01-08 | 2013 | 1 | 8 | 2013-01-08 |
| 30 | A00000435 | 38 | Monthly Issuance | 2013-01-08 | 2013 | 1 | 8 | 2013-01-08 |
| 31 | A00001730 | 1 | Monthly Issuance | 2013-01-09 | 2013 | 1 | 9 | 2013-01-09 |
| 32 | A00001493 | 41 | Monthly Issuance | 2013-01-09 | 2013 | 1 | 9 | 2013-01-09 |
| 33 | A00000374 | 38 | Monthly Issuance | 2013-01-09 | 2013 | 1 | 9 | 2013-01-09 |
| 34 | A00002925 | 1 | Monthly Issuance | 2013-01-10 | 2013 | 1 | 10 | 2013-01-10 |
| 35 | A00000866 | 9 | Monthly Issuance | 2013-01-10 | 2013 | 1 | 10 | 2013-01-10 |
| 36 | A00001628 | 60 | Monthly Issuance | 2013-01-10 | 2013 | 1 | 10 | 2013-01-10 |
| 37 | A00002379 | 44 | Monthly Issuance | 2013-01-10 | 2013 | 1 | 10 | 2013-01-10 |
| 38 | A00001979 | 26 | Monthly Issuance | 2013-01-11 | 2013 | 1 | 11 | 2013-01-11 |
| 39 | A00000346 | 37 | Monthly Issuance | 2013-01-11 | 2013 | 1 | 11 | 2013-01-11 |
| 40 | A00001338 | 74 | Monthly Issuance | 2013-01-11 | 2013 | 1 | 11 | 2013-01-11 |
| 41 | A00001909 | 14 | Monthly Issuance | 2013-01-12 | 2013 | 1 | 12 | 2013-01-12 |
| 42 | A00002099 | 3 | Weekly Issuance | 2013-01-12 | 2013 | 1 | 12 | 2013-01-12 |
| 43 | A00003760 | 44 | Monthly Issuance | 2013-01-13 | 2013 | 1 | 13 | 2013-01-13 |
| 44 | A00005270 | 44 | Monthly Issuance | 2013-01-13 | 2013 | 1 | 13 | 2013-01-13 |
| 45 | A00001699 | 53 | Monthly Issuance | 2013-01-14 | 2013 | 1 | 14 | 2013-01-14 |
| 46 | A00003909 | 1 | Monthly Issuance | 2013-01-14 | 2013 | 1 | 14 | 2013-01-14 |
| 47 | A00002926 | 50 | Monthly Issuance | 2013-01-14 | 2013 | 1 | 14 | 2013-01-14 |
| 48 | A00001731 | 33 | Monthly Issuance | 2013-01-14 | 2013 | 1 | 14 | 2013-01-14 |
| 49 | A00011265 | 15 | Monthly Issuance | 2013-01-14 | 2013 | 1 | 14 | 2013-01-14 |
| 50 | A00002519 | 4 | Monthly Issuance | 2013-01-15 | 2013 | 1 | 15 | 2013-01-15 |
| 51 | A00010364 | 55 | Monthly Issuance | 2013-01-17 | 2013 | 1 | 17 | 2013-01-17 |
| 52 | A00001481 | 15 | Monthly Issuance | 2013-01-17 | 2013 | 1 | 17 | 2013-01-17 |
| 53 | A00000401 | 32 | Monthly Issuance | 2013-01-18 | 2013 | 1 | 18 | 2013-01-18 |
| 54 | A00004034 | 1 | Monthly Issuance | 2013-01-18 | 2013 | 1 | 18 | 2013-01-18 |
| 55 | A00002330 | 54 | Monthly Issuance | 2013-01-19 | 2013 | 1 | 19 | 2013-01-19 |
| 56 | A00001806 | 40 | Monthly Issuance | 2013-01-19 | 2013 | 1 | 19 | 2013-01-19 |
| 57 | A00003834 | 54 | Monthly Issuance | 2013-01-19 | 2013 | 1 | 19 | 2013-01-19 |
| 58 | A00001222 | 66 | Monthly Issuance | 2013-01-20 | 2013 | 1 | 20 | 2013-01-20 |
| 59 | A00000212 | 27 | Weekly Issuance | 2013-01-20 | 2013 | 1 | 20 | 2013-01-20 |
| 60 | A00000456 | 49 | Monthly Issuance | 2013-01-21 | 2013 | 1 | 21 | 2013-01-21 |
| 61 | A00000459 | 47 | Monthly Issuance | 2013-01-21 | 2013 | 1 | 21 | 2013-01-21 |
| 62 | A00000772 | 45 | Monthly Issuance | 2013-01-21 | 2013 | 1 | 21 | 2013-01-21 |
| 63 | A00001019 | 52 | Monthly Issuance | 2013-01-21 | 2013 | 1 | 21 | 2013-01-21 |
| 64 | A00011295 | 74 | Monthly Issuance | 2013-01-21 | 2013 | 1 | 21 | 2013-01-21 |
| 65 | A00002970 | 60 | Monthly Issuance | 2013-01-22 | 2013 | 1 | 22 | 2013-01-22 |
| 66 | A00002676 | 73 | Monthly Issuance | 2013-01-22 | 2013 | 1 | 22 | 2013-01-22 |
| 67 | A00001536 | 41 | Weekly Issuance | 2013-01-22 | 2013 | 1 | 22 | 2013-01-22 |
| 68 | A00001179 | 74 | Monthly Issuance | 2013-01-23 | 2013 | 1 | 23 | 2013-01-23 |
| 69 | A00000280 | 25 | Monthly Issuance | 2013-01-23 | 2013 | 1 | 23 | 2013-01-23 |
| 70 | A00002425 | 41 | Monthly Issuance | 2013-01-23 | 2013 | 1 | 23 | 2013-01-23 |
| 71 | A00009307 | 68 | Monthly Issuance | 2013-01-24 | 2013 | 1 | 24 | 2013-01-24 |
| 72 | A00004055 | 23 | Monthly Issuance | 2013-01-24 | 2013 | 1 | 24 | 2013-01-24 |
| 73 | A00005065 | 66 | Monthly Issuance | 2013-01-24 | 2013 | 1 | 24 | 2013-01-24 |
| 74 | A00003704 | 75 | Monthly Issuance | 2013-01-24 | 2013 | 1 | 24 | 2013-01-24 |
| 75 | A00000477 | 1 | Monthly Issuance | 2013-01-25 | 2013 | 1 | 25 | 2013-01-25 |
| 76 | A00005891 | 54 | Monthly Issuance | 2013-01-25 | 2013 | 1 | 25 | 2013-01-25 |
| 77 | A00001000 | 77 | Monthly Issuance | 2013-01-25 | 2013 | 1 | 25 | 2013-01-25 |
| 78 | A00001750 | 1 | Monthly Issuance | 2013-01-26 | 2013 | 1 | 26 | 2013-01-26 |
| 79 | A00002023 | 68 | Monthly Issuance | 2013-01-26 | 2013 | 1 | 26 | 2013-01-26 |
| 80 | A00006473 | 12 | Monthly Issuance | 2013-01-26 | 2013 | 1 | 26 | 2013-01-26 |
| 81 | A00001649 | 46 | Monthly Issuance | 2013-01-26 | 2013 | 1 | 26 | 2013-01-26 |
| 82 | A00002670 | 13 | Monthly Issuance | 2013-01-27 | 2013 | 1 | 27 | 2013-01-27 |
| 83 | A00001127 | 27 | Monthly Issuance | 2013-01-27 | 2013 | 1 | 27 | 2013-01-27 |
| 84 | A00000163 | 30 | Monthly Issuance | 2013-01-27 | 2013 | 1 | 27 | 2013-01-27 |
| 85 | A00002566 | 48 | Monthly Issuance | 2013-01-27 | 2013 | 1 | 27 | 2013-01-27 |
| 86 | A00000009 | 70 | Monthly Issuance | 2013-01-27 | 2013 | 1 | 27 | 2013-01-27 |
| 87 | A00001144 | 59 | Monthly Issuance | 2013-01-28 | 2013 | 1 | 28 | 2013-01-28 |
| 88 | A00002902 | 32 | Monthly Issuance | 2013-01-28 | 2013 | 1 | 28 | 2013-01-28 |
| 89 | A00004296 | 63 | Monthly Issuance | 2013-01-28 | 2013 | 1 | 28 | 2013-01-28 |
| 90 | A00000443 | 64 | Monthly Issuance | 2013-01-28 | 2013 | 1 | 28 | 2013-01-28 |
| 91 | A00003693 | 61 | Monthly Issuance | 2013-01-29 | 2013 | 1 | 29 | 2013-01-29 |
| 92 | A00002070 | 72 | Monthly Issuance | 2013-01-29 | 2013 | 1 | 29 | 2013-01-29 |
| 93 | A00001843 | 12 | Monthly Issuance | 2013-01-30 | 2013 | 1 | 30 | 2013-01-30 |
| 94 | A00002714 | 1 | Monthly Issuance | 2013-01-30 | 2013 | 1 | 30 | 2013-01-30 |
| 95 | A00004078 | 40 | Monthly Issuance | 2013-01-30 | 2013 | 1 | 30 | 2013-01-30 |
| 96 | A00001675 | 36 | Monthly Issuance | 2013-02-01 | 2013 | 2 | 1 | 2013-02-01 |
| 97 | A00005868 | 44 | Monthly Issuance | 2013-02-02 | 2013 | 2 | 2 | 2013-02-02 |
| 98 | A00001805 | 1 | Monthly Issuance | 2013-02-02 | 2013 | 2 | 2 | 2013-02-02 |
| 99 | A00002434 | 17 | Monthly Issuance | 2013-02-02 | 2013 | 2 | 2 | 2013-02-02 |
completedcard (first 100 rows)
| card_id | disp_id | type | year_ | month_ | day_ | date_ | fulldate | |
|---|---|---|---|---|---|---|---|---|
| 0 | V00001005 | D00009285 | VISA Signature | 2013 | 11 | 7 | 2013-11-07 | 2013-11-07 |
| 1 | V00000104 | D00000588 | VISA Signature | 2014 | 1 | 19 | 2014-01-19 | 2014-01-19 |
| 2 | V00000747 | D00004915 | VISA Signature | 2014 | 2 | 5 | 2014-02-05 | 2014-02-05 |
| 3 | V00000070 | D00000439 | VISA Signature | 2014 | 2 | 8 | 2014-02-08 | 2014-02-08 |
| 4 | V00000577 | D00003687 | VISA Signature | 2014 | 2 | 15 | 2014-02-15 | 2014-02-15 |
| 5 | V00000377 | D00002429 | VISA Signature | 2014 | 3 | 3 | 2014-03-03 | 2014-03-03 |
| 6 | V00000721 | D00004680 | VISA Standard | 2014 | 4 | 5 | 2014-04-05 | 2014-04-05 |
| 7 | V00000437 | D00002762 | VISA Signature | 2014 | 6 | 1 | 2014-06-01 | 2014-06-01 |
| 8 | V00000188 | D00001146 | VISA Signature | 2014 | 6 | 19 | 2014-06-19 | 2014-06-19 |
| 9 | V00000013 | D00000087 | VISA Signature | 2014 | 6 | 29 | 2014-06-29 | 2014-06-29 |
| 10 | V00000732 | D00004763 | VISA Signature | 2014 | 7 | 21 | 2014-07-21 | 2014-07-21 |
| 11 | V00000181 | D00001066 | VISA Signature | 2014 | 8 | 19 | 2014-08-19 | 2014-08-19 |
| 12 | V00000384 | D00002475 | VISA Standard | 2014 | 9 | 15 | 2014-09-15 | 2014-09-15 |
| 13 | V00000309 | D00001946 | VISA Signature | 2014 | 9 | 19 | 2014-09-19 | 2014-09-19 |
| 14 | V00000478 | D00003084 | VISA Signature | 2014 | 10 | 9 | 2014-10-09 | 2014-10-09 |
| 15 | V00000563 | D00003589 | VISA Signature | 2014 | 10 | 21 | 2014-10-21 | 2014-10-21 |
| 16 | V00000369 | D00002363 | VISA Signature | 2014 | 11 | 8 | 2014-11-08 | 2014-11-08 |
| 17 | V00000376 | D00002428 | VISA Signature | 2014 | 11 | 10 | 2014-11-10 | 2014-11-10 |
| 18 | V00000483 | D00003115 | VISA Signature | 2014 | 11 | 24 | 2014-11-24 | 2014-11-24 |
| 19 | V00000174 | D00001039 | VISA Standard | 2014 | 12 | 4 | 2014-12-04 | 2014-12-04 |
| 20 | V00000658 | D00004251 | VISA Signature | 2014 | 12 | 25 | 2014-12-25 | 2014-12-25 |
| 21 | V00000763 | D00005138 | VISA Standard | 2014 | 12 | 30 | 2014-12-30 | 2014-12-30 |
| 22 | V00000778 | D00005275 | VISA Signature | 2015 | 1 | 2 | 2015-01-02 | 2015-01-02 |
| 23 | V00001039 | D00009837 | VISA Signature | 2015 | 1 | 7 | 2015-01-07 | 2015-01-07 |
| 24 | V00000477 | D00003082 | VISA Standard | 2015 | 1 | 16 | 2015-01-16 | 2015-01-16 |
| 25 | V00000168 | D00001018 | VISA Signature | 2015 | 1 | 24 | 2015-01-24 | 2015-01-24 |
| 26 | V00000314 | D00001999 | VISA Standard | 2015 | 1 | 27 | 2015-01-27 | 2015-01-27 |
| 27 | V00000468 | D00003023 | VISA Signature | 2015 | 1 | 30 | 2015-01-30 | 2015-01-30 |
| 28 | V00000208 | D00001246 | VISA Infinite | 2015 | 2 | 8 | 2015-02-08 | 2015-02-08 |
| 29 | V00000766 | D00005200 | VISA Signature | 2015 | 2 | 11 | 2015-02-11 | 2015-02-11 |
| 30 | V00000464 | D00002984 | VISA Signature | 2015 | 2 | 21 | 2015-02-21 | 2015-02-21 |
| 31 | V00000497 | D00003184 | VISA Signature | 2015 | 3 | 3 | 2015-03-03 | 2015-03-03 |
| 32 | V00000166 | D00000999 | VISA Signature | 2015 | 3 | 5 | 2015-03-05 | 2015-03-05 |
| 33 | V00000015 | D00000114 | VISA Signature | 2015 | 3 | 5 | 2015-03-05 | 2015-03-05 |
| 34 | V00000503 | D00003225 | VISA Signature | 2015 | 3 | 8 | 2015-03-08 | 2015-03-08 |
| 35 | V00001038 | D00009787 | VISA Standard | 2015 | 3 | 30 | 2015-03-30 | 2015-03-30 |
| 36 | V00000737 | D00004791 | VISA Signature | 2015 | 4 | 13 | 2015-04-13 | 2015-04-13 |
| 37 | V00000418 | D00002623 | VISA Signature | 2015 | 4 | 14 | 2015-04-14 | 2015-04-14 |
| 38 | V00000759 | D00005117 | VISA Standard | 2015 | 4 | 18 | 2015-04-18 | 2015-04-18 |
| 39 | V00000223 | D00001353 | VISA Signature | 2015 | 4 | 18 | 2015-04-18 | 2015-04-18 |
| 40 | V00000005 | D00000051 | VISA Standard | 2015 | 4 | 24 | 2015-04-24 | 2015-04-24 |
| 41 | V00000159 | D00000946 | VISA Signature | 2015 | 5 | 1 | 2015-05-01 | 2015-05-01 |
| 42 | V00001223 | D00013231 | VISA Standard | 2015 | 5 | 2 | 2015-05-02 | 2015-05-02 |
| 43 | V00000662 | D00004293 | VISA Signature | 2015 | 5 | 9 | 2015-05-09 | 2015-05-09 |
| 44 | V00000779 | D00005323 | VISA Standard | 2015 | 5 | 21 | 2015-05-21 | 2015-05-21 |
| 45 | V00001040 | D00009890 | VISA Standard | 2015 | 5 | 28 | 2015-05-28 | 2015-05-28 |
| 46 | V00000545 | D00003458 | VISA Signature | 2015 | 5 | 30 | 2015-05-30 | 2015-05-30 |
| 47 | V00000467 | D00003019 | VISA Signature | 2015 | 6 | 5 | 2015-06-05 | 2015-06-05 |
| 48 | V00001247 | D00013660 | VISA Signature | 2015 | 6 | 13 | 2015-06-13 | 2015-06-13 |
| 49 | V00000652 | D00004211 | VISA Signature | 2015 | 6 | 16 | 2015-06-16 | 2015-06-16 |
| 50 | V00000559 | D00003573 | VISA Signature | 2015 | 6 | 17 | 2015-06-17 | 2015-06-17 |
| 51 | V00000719 | D00004663 | VISA Signature | 2015 | 6 | 24 | 2015-06-24 | 2015-06-24 |
| 52 | V00000397 | D00002513 | VISA Signature | 2015 | 6 | 24 | 2015-06-24 | 2015-06-24 |
| 53 | V00000107 | D00000593 | VISA Signature | 2015 | 6 | 27 | 2015-06-27 | 2015-06-27 |
| 54 | V00000661 | D00004270 | VISA Signature | 2015 | 7 | 3 | 2015-07-03 | 2015-07-03 |
| 55 | V00000484 | D00003116 | VISA Signature | 2015 | 7 | 4 | 2015-07-04 | 2015-07-04 |
| 56 | V00000501 | D00003197 | VISA Signature | 2015 | 7 | 9 | 2015-07-09 | 2015-07-09 |
| 57 | V00000422 | D00002650 | VISA Standard | 2015 | 7 | 11 | 2015-07-11 | 2015-07-11 |
| 58 | V00000705 | D00004555 | VISA Signature | 2015 | 7 | 12 | 2015-07-12 | 2015-07-12 |
| 59 | V00000410 | D00002569 | VISA Signature | 2015 | 7 | 20 | 2015-07-20 | 2015-07-20 |
| 60 | V00000136 | D00000778 | VISA Signature | 2015 | 7 | 28 | 2015-07-28 | 2015-07-28 |
| 61 | V00000592 | D00003782 | VISA Standard | 2015 | 8 | 7 | 2015-08-07 | 2015-08-07 |
| 62 | V00000262 | D00001647 | VISA Standard | 2015 | 8 | 24 | 2015-08-24 | 2015-08-24 |
| 63 | V00000018 | D00000128 | VISA Signature | 2015 | 8 | 25 | 2015-08-25 | 2015-08-25 |
| 64 | V00000003 | D00000041 | VISA Infinite | 2015 | 9 | 3 | 2015-09-03 | 2015-09-03 |
| 65 | V00000098 | D00000537 | VISA Signature | 2015 | 9 | 6 | 2015-09-06 | 2015-09-06 |
| 66 | V00000167 | D00001011 | VISA Signature | 2015 | 9 | 15 | 2015-09-15 | 2015-09-15 |
| 67 | V00000097 | D00000531 | VISA Standard | 2015 | 9 | 19 | 2015-09-19 | 2015-09-19 |
| 68 | V00000699 | D00004532 | VISA Signature | 2015 | 9 | 26 | 2015-09-26 | 2015-09-26 |
| 69 | V00000342 | D00002157 | VISA Signature | 2015 | 9 | 27 | 2015-09-27 | 2015-09-27 |
| 70 | V00000713 | D00004627 | VISA Signature | 2015 | 9 | 30 | 2015-09-30 | 2015-09-30 |
| 71 | V00000118 | D00000652 | VISA Signature | 2015 | 10 | 22 | 2015-10-22 | 2015-10-22 |
| 72 | V00000783 | D00005433 | VISA Standard | 2015 | 10 | 24 | 2015-10-24 | 2015-10-24 |
| 73 | V00001103 | D00011189 | VISA Signature | 2015 | 11 | 4 | 2015-11-04 | 2015-11-04 |
| 74 | V00000504 | D00003230 | VISA Standard | 2015 | 11 | 6 | 2015-11-06 | 2015-11-06 |
| 75 | V00000261 | D00001629 | VISA Infinite | 2015 | 11 | 9 | 2015-11-09 | 2015-11-09 |
| 76 | V00000296 | D00001876 | VISA Infinite | 2015 | 11 | 13 | 2015-11-13 | 2015-11-13 |
| 77 | V00000113 | D00000629 | VISA Standard | 2015 | 11 | 16 | 2015-11-16 | 2015-11-16 |
| 78 | V00000092 | D00000508 | VISA Signature | 2015 | 11 | 20 | 2015-11-20 | 2015-11-20 |
| 79 | V00001225 | D00013268 | VISA Signature | 2015 | 11 | 22 | 2015-11-22 | 2015-11-22 |
| 80 | V00000393 | D00002498 | VISA Standard | 2015 | 12 | 3 | 2015-12-03 | 2015-12-03 |
| 81 | V00000695 | D00004507 | VISA Signature | 2015 | 12 | 15 | 2015-12-15 | 2015-12-15 |
| 82 | V00000666 | D00004328 | VISA Standard | 2015 | 12 | 25 | 2015-12-25 | 2015-12-25 |
| 83 | V00000462 | D00002978 | VISA Signature | 2015 | 12 | 30 | 2015-12-30 | 2015-12-30 |
| 84 | V00000085 | D00000489 | VISA Signature | 2015 | 12 | 31 | 2015-12-31 | 2015-12-31 |
| 85 | V00000337 | D00002141 | VISA Signature | 2016 | 1 | 1 | 2016-01-01 | 2016-01-01 |
| 86 | V00000771 | D00005233 | VISA Signature | 2016 | 1 | 8 | 2016-01-08 | 2016-01-08 |
| 87 | V00000379 | D00002431 | VISA Signature | 2016 | 1 | 12 | 2016-01-12 | 2016-01-12 |
| 88 | V00000106 | D00000592 | VISA Signature | 2016 | 1 | 14 | 2016-01-14 | 2016-01-14 |
| 89 | V00000606 | D00003883 | VISA Signature | 2016 | 1 | 22 | 2016-01-22 | 2016-01-22 |
| 90 | V00000427 | D00002688 | VISA Infinite | 2016 | 1 | 25 | 2016-01-25 | 2016-01-25 |
| 91 | V00000202 | D00001228 | VISA Signature | 2016 | 2 | 4 | 2016-02-04 | 2016-02-04 |
| 92 | V00000814 | D00005911 | VISA Signature | 2016 | 2 | 15 | 2016-02-15 | 2016-02-15 |
| 93 | V00001064 | D00010328 | VISA Signature | 2016 | 2 | 17 | 2016-02-17 | 2016-02-17 |
| 94 | V00000014 | D00000112 | VISA Signature | 2016 | 2 | 17 | 2016-02-17 | 2016-02-17 |
| 95 | V00000423 | D00002657 | VISA Signature | 2016 | 2 | 19 | 2016-02-19 | 2016-02-19 |
| 96 | V00000989 | D00009119 | VISA Signature | 2016 | 2 | 21 | 2016-02-21 | 2016-02-21 |
| 97 | V00000364 | D00002329 | VISA Signature | 2016 | 2 | 29 | 2016-02-29 | 2016-02-29 |
| 98 | V00000267 | D00001691 | VISA Standard | 2016 | 3 | 9 | 2016-03-09 | 2016-03-09 |
| 99 | V00000621 | D00003970 | VISA Standard | 2016 | 3 | 19 | 2016-03-19 | 2016-03-19 |
completedclient (first 100 rows)
| client_id | sex | fulldate | day_ | month_ | year_ | date_ | age | social | first_ | middle | last_ | phone | address_1 | address_2 | city | state | zipcode | district_id | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | C00000001 | Female | 1990-12-13 | 13 | 12 | 1990 | 1990-12-13 | 29 | 926-93-2157 | Emma | Avaya | Smith | 367-171-6840 | emma.smith@gmail.com | 387 Wellington Ave. | Unit 1 | Albuquerque | NM | 47246 | 18 |
| 1 | C00000002 | Male | 1965-02-04 | 4 | 2 | 1965 | 1965-02-04 | 54 | 806-94-5725 | Noah | Everest | Thompson | 212-423-7734 | noah.thompson@gmail.com | 75 W. Berkshire St. | None | New York City | NY | 10040 | 1 |
| 2 | C00000003 | Female | 1960-10-09 | 9 | 10 | 1960 | 1960-10-09 | 59 | 614-70-9100 | Olivia | Brooklynne | Johnson | 212-425-6932 | olivia.johnson@outlook.com | 36 Second St. | None | New York City | NY | 10162 | 1 |
| 3 | C00000004 | Male | 1976-12-01 | 1 | 12 | 1976 | 1976-12-01 | 43 | 580-20-3414 | Liam | Irvin | White | 951-567-8925 | liam.white@gmail.com | 7607 Sunnyslope Street | None | Indianapolis | IN | 49047 | 5 |
| 4 | C00000005 | Female | 1980-07-03 | 3 | 7 | 1980 | 1980-07-03 | 39 | 536-14-5809 | Sophia | Danae | Williams | 428-265-1568 | sophia.williams@gmail.com | 755 Galvin Street | None | Indianapolis | IN | 40852 | 5 |
| 5 | C00000006 | Male | 1939-09-22 | 22 | 9 | 1939 | 1939-09-22 | 80 | 430-17-5825 | Mason | Javen | Lopez | 813-629-5038 | mason.lopez7@gmail.com | 8266 Arnold Drive | Unit 6 | Portland | OR | 44987 | 12 |
| 6 | C00000007 | Male | 1949-01-25 | 25 | 1 | 1949 | 1949-01-25 | 71 | 305-80-4254 | Jacob | Khai | Lee | 836-845-8120 | jacob.lee7@gmail.com | 827 N. Green Lake Court | None | Louisville | KY | 44359 | 15 |
| 7 | C00000008 | Female | 1958-02-21 | 21 | 2 | 1958 | 1958-02-21 | 61 | 425-96-6358 | Ava | Eliora | Brown | 413-444-9280 | ava.brown8@gmail.com | 817 Joy Ridge Dr. | None | Springfield | MA | 1101 | 51 |
| 8 | C00000009 | Male | 1955-10-16 | 16 | 10 | 1955 | 1955-10-16 | 64 | 832-31-7252 | William | Marek | Gonzalez | 781-995-6192 | william.marek.gonzalez@gmail.com | 68 Carriage Road | None | Lynn | MA | 1901 | 60 |
| 9 | C00000010 | Male | 1963-05-01 | 1 | 5 | 1963 | 1963-05-01 | 56 | 295-22-6122 | Ethan | Veer | Harris | 508-902-5510 | ethan.harris9@gmail.com | 754 Grandrose St. | None | New Bedford | MA | 2740 | 57 |
| 10 | C00000011 | Female | 1970-08-22 | 22 | 8 | 1970 | 1970-08-22 | 49 | 666-36-2990 | Isabella | Haidyn | Jones | 508-688-6461 | isabella.jones@hotmail.com | 873 Randall Mill Dr. | None | New Bedford | MA | 2741 | 57 |
| 11 | C00000012 | Male | 2001-02-20 | 20 | 2 | 2001 | 2001-02-20 | 18 | 771-44-3992 | James | Amauri | Clark | 431-869-3807 | james.clark9@gmail.com | 275 Fairground Drive | None | Fargo | ND | 42009 | 40 |
| 12 | C00000013 | Female | 1994-05-29 | 29 | 5 | 1994 | 1994-05-29 | 25 | 618-33-8801 | Mia | Hawa | Miller | 840-168-6970 | mia.miller@gmail.com | 7429 Linden Drive | None | Houston | TX | 47052 | 54 |
| 13 | C00000014 | Female | 1962-06-22 | 22 | 6 | 1962 | 1962-06-22 | 57 | 806-78-2944 | Abigail | Inaaya | Davis | 914-018-0811 | abigail.davis5@gmail.com | 708 Oak Valley St. | None | Yonkers | NY | 10701 | 76 |
| 14 | C00000015 | Female | 1938-08-28 | 28 | 8 | 1938 | 1938-08-28 | 81 | 711-78-2371 | Emily | Joann | Garcia | 556-415-7930 | emily.garcia43@outlook.com | 30 Brown St. | None | Omaha | NE | 49180 | 21 |
| 15 | C00000016 | Male | 1939-02-25 | 25 | 2 | 1939 | 1939-02-25 | 80 | 923-11-6562 | Alexander | Bronx | Lewis | 760-882-7015 | alexander.lewis3@gmail.com | 734 Bay Meadows Street | Unit 80 | Omaha | NE | 41275 | 21 |
| 16 | C00000017 | Male | 1954-10-13 | 13 | 10 | 1954 | 1954-10-13 | 65 | 800-28-6783 | Michael | Clifton | Robinson | 914-238-1020 | michael.robinson2@gmail.com | 907 Green Lake Court | None | Yonkers | NY | 10702 | 76 |
| 17 | C00000018 | Female | 1951-04-05 | 5 | 4 | 1951 | 1951-04-05 | 68 | 392-61-8907 | Charlotte | Joi | Rodriguez | 914-823-6406 | charlotte.rodriguez2@gmail.com | 7463 Griffin St. | None | Yonkers | NY | 10703 | 76 |
| 18 | C00000019 | Male | 1962-12-28 | 28 | 12 | 1962 | 1962-12-28 | 57 | 832-01-3704 | Benjamin | Denis | Walker | 927-296-6436 | benjamin.walker@gmail.com | 8095 Devon Court | None | Charleston | WV | 48126 | 47 |
| 19 | C00000020 | Male | 1999-01-04 | 4 | 1 | 1999 | 1999-01-04 | 21 | 419-19-0547 | Elijah | Grayden | Perez | 886-176-3524 | elijah.perez@gmail.com | 597 Foster Street | None | San Diego | CA | 48787 | 46 |
| 20 | C00000021 | Female | 1972-10-29 | 29 | 10 | 1972 | 1972-10-29 | 47 | 139-70-2852 | Harper | Juno | Wilson | 894-384-1832 | harper.wilson@outlook.com | 6 Devon Court | None | Portland | OR | 45780 | 12 |
| 21 | C00000022 | Female | 1989-10-11 | 11 | 10 | 1989 | 1989-10-11 | 30 | 157-87-6583 | Madison | Kimberlyn | Martinez | 212-093-8170 | madison.martinez@gmail.com | 7062 Temple Court | Unit 1B | New York City | NY | 10282 | 1 |
| 22 | C00000023 | Male | 1993-05-29 | 29 | 5 | 1993 | 1993-05-29 | 26 | 158-18-4299 | Daniel | Isa | Hall | 212-803-8384 | daniel.hall67@gmail.com | 30 West Westport Dr. | None | New York City | NY | 10009 | 1 |
| 23 | C00000024 | Female | 1959-07-29 | 29 | 7 | 1959 | 1959-07-29 | 60 | 637-42-2042 | Amelia | Leora | Anderson | 302-681-4855 | amelia.anderson8@gmail.com | 44 Walt Whitman St. | None | Wilmington | DE | 45260 | 43 |
| 24 | C00000025 | Female | 1959-04-23 | 23 | 4 | 1959 | 1959-04-23 | 60 | 349-52-4604 | Elizabeth | Lupita | Taylor | 184-276-9486 | elizabeth.taylor@gmail.com | 92 Fairway Drive | None | Omaha | NE | 42325 | 21 |
| 25 | C00000026 | Female | 1989-04-20 | 20 | 4 | 1989 | 1989-04-20 | 30 | 956-04-7186 | Sofia | Makaila | Thomas | 660-390-7055 | sofia.thomas@gmail.com | 17 East Glenridge Road | Apt. 3D | Chicago | IL | 46300 | 74 |
| 26 | C00000027 | Female | 1986-03-26 | 26 | 3 | 1986 | 1986-03-26 | 33 | 691-10-5744 | Evelyn | Mari | Hernandez | 407-745-6584 | evelyn.mari.hernandez8@gmail.com | 88 Second Dr. | None | Houston | TX | 47795 | 54 |
| 27 | C00000028 | Male | 1965-09-29 | 29 | 9 | 1965 | 1965-09-29 | 54 | 517-85-8773 | Aiden | Jamil | Young | 212-751-6276 | aiden.young9@gmail.com | 125 North Holly Dr. | None | New York City | NY | 10158 | 1 |
| 28 | C00000029 | Female | 1971-09-11 | 11 | 9 | 1971 | 1971-09-11 | 48 | 518-96-1042 | Avery | Mildred | Moore | 996-691-7268 | avery.moore@hotmail.com | 327 Golf St. | None | Boise | ID | 48851 | 30 |
| 29 | C00000030 | Female | 1977-10-09 | 9 | 10 | 1977 | 1977-10-09 | 42 | 610-21-2152 | Chloe | Odette | Martin | 255-965-5392 | chloe.martin8765@gmail.com | 8 Pacific Lane | None | Chicago | IL | 42552 | 74 |
| 30 | C00000031 | Male | 1982-02-09 | 9 | 2 | 1982 | 1982-02-09 | 37 | 318-55-4386 | Logan | Judd | Allen | 452-935-2140 | logan.allen4@gmail.com | 9953 Coffee Court | None | Cranston | RI | 46720 | 68 |
| 31 | C00000032 | Male | 2000-07-28 | 28 | 7 | 2000 | 2000-07-28 | 19 | 755-20-3365 | Matthew | Keyon | Sanchez | 214-728-5200 | matthew.sanchez3@gmail.com | 8163 Sutor Court | None | New Haven | CT | 45291 | 52 |
| 32 | C00000033 | Female | 1968-12-04 | 4 | 12 | 1968 | 1968-12-04 | 51 | 956-56-8470 | Ella | Triniti | Jackson | 769-780-3102 | ella.jackson4@outlook.com | 940 Vale Lane | None | New Britain | CT | 46386 | 73 |
| 33 | C00000036 | Female | 1998-07-17 | 17 | 7 | 1998 | 1998-07-17 | 21 | 611-81-5222 | Grace | Emma | Thompson | 530-856-5348 | grace.thompson56@gmail.com | 9675 Tanglewood Drive | None | Denver | CO | 41755 | 7 |
| 34 | C00000037 | Male | 1990-08-10 | 10 | 8 | 1990 | 1990-08-10 | 29 | 288-95-5033 | Lucas | Korben | Wright | 854-055-8899 | lucas.wright5@gmail.com | 50 Elmwood Street | None | Denver | CO | 48628 | 7 |
| 35 | C00000038 | Female | 1993-07-23 | 23 | 7 | 1993 | 1993-07-23 | 26 | 881-47-7103 | Victoria | Olivia | White | 976-965-9681 | victoria.white43@gmail.com | 329 Jockey Hollow Court | None | Providence | RI | 48105 | 36 |
| 36 | C00000039 | Male | 1988-01-25 | 25 | 1 | 1988 | 1988-01-25 | 32 | 426-18-0606 | Jackson | Rishaan | King | 918-846-9875 | jackson.king@gmail.com | 21 Middle River Drive | None | Cranston | RI | 43461 | 68 |
| 37 | C00000040 | Female | 1977-01-22 | 22 | 1 | 1977 | 1977-01-22 | 43 | 461-50-3823 | Aubrey | Sophia | Lopez | 776-464-1839 | aubrey.lopez@gmail.com | 943 N. Birch Hill Avenue | None | Indianapolis | IN | 42125 | 5 |
| 38 | C00000041 | Male | 1988-08-27 | 27 | 8 | 1988 | 1988-08-27 | 31 | 779-39-2212 | David | Yousif | Scott | 232-353-1692 | david.scott@outlook.com | 8572 Mill Pond Rd. | None | Virginia Beach | VA | 45895 | 22 |
| 39 | C00000042 | Male | 1955-08-17 | 17 | 8 | 1955 | 1955-08-17 | 64 | 472-48-0888 | Oliver | Bailey | Green | 334-407-0626 | oliver.green@gmail.com | 50 Smith Store Ave. | None | Cranston | RI | 45795 | 68 |
| 40 | C00000043 | Male | 1940-10-28 | 28 | 10 | 1940 | 1940-10-28 | 79 | 445-32-4546 | Jayden | Cedar | Baker | 585-209-6726 | jayden.baker4@gmail.com | 38 Prairie Street | Unit 81 | Rochester | NY | 14602 | 75 |
| 41 | C00000044 | Female | 1997-01-11 | 11 | 1 | 1997 | 1997-01-11 | 23 | 396-63-1548 | Scarlett | Ann | Lee | 184-418-5826 | scarlett.lee@gmail.com | 9461 Rockledge Street | None | Bridgeport | CT | 44504 | 38 |
| 42 | C00000045 | Male | 1972-08-26 | 26 | 8 | 1972 | 1972-08-26 | 47 | 665-55-8941 | Joseph | Ely | Adams | 786-924-4329 | joseph.adams@gmail.com | 421 Vermont Drive | None | Kansas City | MO | 42666 | 20 |
| 43 | C00000046 | Female | 1960-01-30 | 30 | 1 | 1960 | 1960-01-30 | 60 | 883-63-2770 | Zoey | Emma | Gonzalez | 129-567-0397 | zoey.gonzalez@gmail.com | 9437 Greystone Drive | None | Atlanta | GA | 42729 | 19 |
| 44 | C00000047 | Male | 1954-07-14 | 14 | 7 | 1954 | 1954-07-14 | 65 | 247-03-1392 | Gabriel | Jahlil | Nelson | 914-406-1227 | gabriel.jahlil.nelson@gmail.com | 8953 Jones Street | None | Yonkers | NY | 10704 | 76 |
| 45 | C00000048 | Male | 1960-02-09 | 9 | 2 | 1960 | 1960-02-09 | 59 | 392-60-6346 | Samuel | Koby | Hill | 627-964-4534 | samuel.hill@gmail.com | 14 Hanover Ave. | Unit 1B | Baltimore | MD | 41466 | 16 |
| 46 | C00000049 | Female | 1979-05-11 | 11 | 5 | 1979 | 1979-05-11 | 40 | 918-27-5875 | Addison | Olivia | Harris | 492-103-4485 | addison.harris@hotmail.com | 7715 Prince Dr. | None | Philadelphia | PA | 43443 | 72 |
| 47 | C00000050 | Female | 1998-07-30 | 30 | 7 | 1998 | 1998-07-30 | 21 | 874-41-6125 | Lily | Sophia | Clark | 874-304-7236 | lily.clark@gmail.com | 44 Fordham Ave. | None | Charleston | SC | 48339 | 39 |
| 48 | C00000051 | Female | 1999-12-02 | 2 | 12 | 1999 | 1999-12-02 | 20 | 605-79-6843 | Lillian | Ava | Lewis | 193-754-1578 | lillian.lewis@gmail.com | 948 Annadale St. | None | Providence | RI | 48078 | 36 |
| 49 | C00000052 | Male | 1944-12-12 | 12 | 12 | 1944 | 1944-12-12 | 75 | 599-20-6019 | Carter | Markel | Ramirez | 594-267-8218 | carter.ramirez@gmail.com | 89 Henry Smith St. | None | Birmingham | AL | 45430 | 32 |
| 50 | C00000053 | Male | 1997-05-05 | 5 | 5 | 1997 | 1997-05-05 | 22 | 749-94-5094 | Anthony | Oskar | Campbell | 123-412-3909 | anthony.campbell@outlook.com | 8661 Dogwood Lane | None | Phoenix | AZ | 40915 | 64 |
| 51 | C00000055 | Female | 1968-09-18 | 18 | 9 | 1968 | 1968-09-18 | 51 | 167-61-1121 | Natalie | Isabella | Robinson | 352-888-5607 | natalie.robinson@gmail.com | 114 Spring Street | None | Cheyenne | WY | 44611 | 45 |
| 52 | C00000056 | Male | 1980-03-31 | 31 | 3 | 1980 | 1980-03-31 | 39 | 986-31-0393 | John | Rigoberto | Mitchell | 943-306-4745 | john.mitchell@gmail.com | 174 Halifax Ave. | None | Omaha | NE | 40089 | 21 |
| 53 | C00000057 | Female | 1981-12-17 | 17 | 12 | 1981 | 1981-12-17 | 38 | 767-26-4726 | Hannah | Mia | Walker | 410-131-4320 | hannah.walker@gmail.com | 62 South Manor Station Drive | None | Omaha | NE | 40846 | 21 |
| 54 | C00000058 | Female | 1947-04-29 | 29 | 4 | 1947 | 1947-04-29 | 72 | 810-95-8590 | Aria | Abigail | Perez | 212-621-0332 | aria.perez@gmail.com | 9122 South Fieldstone Dr. | None | New York City | NY | 10116 | 1 |
| 55 | C00000059 | Male | 1977-02-18 | 18 | 2 | 1977 | 1977-02-18 | 42 | 305-32-3513 | Dylan | Tiberius | Roberts | 212-616-4139 | dylan.roberts@gmail.com | 188 1st Road | None | New York City | NY | 10199 | 1 |
| 56 | C00000060 | Male | 2000-02-19 | 19 | 2 | 2000 | 2000-02-19 | 19 | 534-35-1562 | Luke | Wolfgang | Carter | 694-391-2679 | luke.carter@outlook.com | 8604 Miller Rd. | None | Danbury | CT | 42452 | 67 |
| 57 | C00000061 | Female | 1968-08-06 | 6 | 8 | 1968 | 1968-08-06 | 51 | 890-87-8722 | Layla | Emily | Hall | 452-815-2646 | layla.hall@gmail.com | 8673 Wakehurst Court | None | Baltimore | MD | 47090 | 16 |
| 58 | C00000062 | Male | 1952-12-08 | 8 | 12 | 1952 | 1952-12-08 | 67 | 721-99-5393 | Henry | Chayce | Phillips | 315-775-0721 | henry.phillips@gmail.com | 279 Mechanic Lane | None | Syracuse | NY | 13201 | 77 |
| 59 | C00000063 | Male | 1979-06-04 | 4 | 6 | 1979 | 1979-06-04 | 40 | 486-07-3316 | Andrew | Deven | Evans | 853-813-3217 | andrew.evans@gmail.com | 9 Iroquois St. | None | Charlotte | NC | 46324 | 4 |
| 60 | C00000064 | Male | 1946-04-22 | 22 | 4 | 1946 | 1946-04-22 | 73 | 538-17-0630 | Isaac | Levon | Turner | 750-089-7210 | isaac.turner@gmail.com | 9314 Lees Creek Rd. | None | Kansas City | MO | 40005 | 20 |
| 61 | C00000065 | Female | 1963-05-27 | 27 | 5 | 1963 | 1963-05-27 | 56 | 380-98-0077 | Brooklyn | Charlotte | Young | 716-102-4229 | brooklyn.young@gmail.com | 682 Linden Dr. | None | Buffalo | NY | 14267 | 50 |
| 62 | C00000066 | Female | 1971-11-10 | 10 | 11 | 1971 | 1971-11-10 | 48 | 269-51-2282 | Alexa | Harper | Allen | 212-875-6847 | alexa.harper.allen@gmail.com | 18 Rockville Dr. | None | New York City | NY | 10087 | 1 |
| 63 | C00000067 | Female | 1952-11-11 | 11 | 11 | 1952 | 1952-11-11 | 67 | 400-72-8738 | Zoe | Madison | Sanchez | 254-359-7450 | zoe.sanchez@gmail.com | 388 Fawn Dr. | None | Newark | NJ | 45151 | 29 |
| 64 | C00000068 | Male | 1966-12-14 | 14 | 12 | 1966 | 1966-12-14 | 53 | 854-39-7488 | Christopher | Lloyd | Torres | 798-103-7589 | christopher.torres@hotmail.com | 9855 Riverview Lane | None | Wilmington | DE | 45109 | 43 |
| 65 | C00000070 | Male | 1945-12-22 | 22 | 12 | 1945 | 1945-12-22 | 74 | 618-58-1887 | Joshua | Carsyn | Parker | 956-519-0084 | joshua.parker@gmail.com | 70 Oak Ave. | None | Los Angeles | CA | 40489 | 70 |
| 66 | C00000071 | Female | 1947-02-06 | 6 | 2 | 1947 | 1947-02-06 | 72 | 861-61-1685 | Penelope | Amelia | Wright | 365-143-7361 | penelope.wright@gmail.com | 9886 Ridgeview Street | None | Los Angeles | CA | 41039 | 70 |
| 67 | C00000072 | Male | 1943-01-13 | 13 | 1 | 1943 | 1943-01-13 | 77 | 613-29-1524 | Wyatt | Devyn | Collins | 542-643-2130 | wyatt.collins@gmail.com | 547 Marconi Court | None | Charleston | WV | 43117 | 47 |
| 68 | C00000073 | Male | 1944-02-20 | 20 | 2 | 1944 | 1944-02-20 | 75 | 818-46-2099 | Sebastian | Dov | Edwards | 916-123-8829 | sebastian.edwards@outlook.com | 9187 Hillcrest Rd. | None | Virginia Beach | VA | 42612 | 22 |
| 69 | C00000074 | Female | 1945-07-26 | 26 | 7 | 1945 | 1945-07-26 | 74 | 921-32-4873 | Riley | Elizabeth | King | 966-857-3250 | riley.king@gmail.com | 7 Ridgeview Street | None | Virginia Beach | VA | 42021 | 22 |
| 70 | C00000075 | Female | 1997-09-19 | 19 | 9 | 1997 | 1997-09-19 | 22 | 659-99-6511 | Leah | Sofia | Scott | 617-030-2759 | leah.scott@gmail.com | 35 Walnutwood Ave. | None | Phoenix | AZ | 41921 | 64 |
| 71 | C00000076 | Female | 1987-10-01 | 1 | 10 | 1987 | 1987-10-01 | 32 | 297-77-5386 | Audrey | Evelyn | Green | 293-545-7588 | audrey.green@gmail.com | 8109 Lake View Road | None | Providence | RI | 47819 | 36 |
| 72 | C00000077 | Female | 1976-02-18 | 18 | 2 | 1976 | 1976-02-18 | 43 | 381-22-7472 | Savannah | Avery | Baker | 212-996-3299 | savannah.baker@gmail.com | 24 Leatherwood St. | None | New York City | NY | 10114 | 1 |
| 73 | C00000078 | Female | 1964-06-13 | 13 | 6 | 1964 | 1964-06-13 | 55 | 309-65-8189 | Allison | Chloe | Adams | 206-534-4919 | allison.adams@gmail.com | 63 Bald Hill Street | None | Baltimore | MD | 42644 | 16 |
| 74 | C00000079 | Female | 1989-03-10 | 10 | 3 | 1989 | 1989-03-10 | 30 | 869-81-2271 | Samantha | Ella | Nelson | 192-898-8157 | samantha.nelson@outlook.com | 808 Glenwood Street | None | Jackson | MS | 42623 | 37 |
| 75 | C00000080 | Female | 1999-02-25 | 25 | 2 | 1999 | 1999-02-25 | 20 | 132-47-0825 | Nora | Grace | Hill | 914-011-1365 | nora.hill@gmail.com | 366 Purple Finch Road | None | Phoenix | AZ | 44952 | 64 |
| 76 | C00000081 | Male | 1996-04-29 | 29 | 4 | 1996 | 1996-04-29 | 23 | 867-44-1568 | Owen | Drayden | Stewart | 427-771-2986 | owen.stewart@gmail.com | 874 Riverside Drive | None | Washington | DC | 48427 | 8 |
| 77 | C00000082 | Female | 1999-12-25 | 25 | 12 | 1999 | 1999-12-25 | 20 | 100-94-2798 | Skylar | Victoria | Ramirez | 963-716-6263 | skylar.ramirez@gmail.com | 772 Sunnyslope Ave. | None | Washington | DC | 45679 | 8 |
| 78 | C00000083 | Female | 1998-12-25 | 25 | 12 | 1998 | 1998-12-25 | 21 | 470-19-9896 | Camila | Aubrey | Campbell | 212-031-4727 | camila.campbell@gmail.com | 619 Whitemarsh Rd. | None | New York City | NY | 10278 | 1 |
| 79 | C00000084 | Male | 1999-05-05 | 5 | 5 | 1999 | 1999-05-05 | 20 | 495-13-7873 | Caleb | Floyd | Flores | 212-946-7532 | caleb.flores@gmail.com | 7100 Wintergreen Street | None | New York City | NY | 10019 | 1 |
| 80 | C00000085 | Male | 1981-08-27 | 27 | 8 | 1981 | 1981-08-27 | 38 | 751-50-9916 | Nathan | Fynn | Morris | 212-601-6414 | nathan.fynn.morris@gmail.com | 6 East Young Circle | None | New York City | NY | 10168 | 1 |
| 81 | C00000086 | Female | 1989-07-20 | 20 | 7 | 1989 | 1989-07-20 | 30 | 414-33-2516 | Anna | Scarlett | Mitchell | 212-302-5046 | anna.mitchell@gmail.com | 9360 Bayport Ave. | None | New York City | NY | 10111 | 1 |
| 82 | C00000087 | Female | 1966-11-17 | 17 | 11 | 1966 | 1966-11-17 | 53 | 145-42-2241 | Paisley | Zoey | Roberts | 112-422-3285 | paisley.roberts@hotmail.com | 673 East Ramblewood Street | None | Philadelphia | PA | 45190 | 72 |
| 83 | C00000089 | Female | 1971-05-05 | 5 | 5 | 1971 | 1971-05-05 | 48 | 802-29-4364 | Ariana | Addison | Carter | 212-320-0620 | ariana.carter@gmail.com | 94 Chestnut Rd. | None | New York City | NY | 10175 | 1 |
| 84 | C00000090 | Male | 1995-08-17 | 17 | 8 | 1995 | 1995-08-17 | 24 | 141-54-7729 | Ryan | Jaron | Nguyen | 917-017-6595 | ryan.nguyen@gmail.com | 921 Lake Forest Dr. | None | New Haven | CT | 42164 | 52 |
| 85 | C00000091 | Male | 1960-08-07 | 7 | 8 | 1960 | 1960-08-07 | 59 | 530-30-1461 | Jack | Kaius | Murphy | 831-379-6638 | jack.murphy@gmail.com | 556 South Schoolhouse St. | None | Norwalk | CT | 40947 | 63 |
| 86 | C00000092 | Female | 1986-06-12 | 12 | 6 | 1986 | 1986-06-12 | 33 | 790-98-9800 | Ellie | Lily | Phillips | 485-505-9594 | ellie.phillips@outlook.com | 40 Myers Lane | None | Chicago | IL | 47075 | 74 |
| 87 | C00000093 | Male | 1945-02-16 | 16 | 2 | 1945 | 1945-02-16 | 74 | 350-92-7187 | Hunter | Kyran | Rivera | 388-389-6102 | hunter.rivera@gmail.com | 6 Theatre Street | None | Columbus | OH | 43964 | 3 |
| 88 | C00000094 | Male | 1967-09-09 | 9 | 9 | 1967 | 1967-09-09 | 52 | 766-62-4458 | Levi | Laken | Cook | 933-101-0725 | levi.cook@gmail.com | 353 Birchpond Court | Unit 7 | Wilmington | DE | 44476 | 43 |
| 89 | C00000095 | Female | 1972-08-03 | 3 | 8 | 1972 | 1972-08-03 | 47 | 744-82-5035 | Aaliyah | Lillian | Evans | 208-186-5708 | aaliyah.evansw@gmail.com | 6 Alderwood Ave. | None | Wilmington | DE | 43812 | 43 |
| 90 | C00000096 | Male | 1992-02-29 | 29 | 2 | 1992 | 1992-02-29 | 27 | 848-45-1989 | Christian | Monte | Rogers | 708-773-3715 | christian.rogers@gmail.com | 12 Selby Street | None | Chicago | IL | 44520 | 74 |
| 91 | C00000097 | Male | 1985-11-28 | 28 | 11 | 1985 | 1985-11-28 | 34 | 109-31-5533 | Jaxon | Stephon | Morgan | 348-250-2252 | jaxon.morgan@gmail.com | 9079 Bald Hill Drive | None | Honolulu | HI | 42423 | 26 |
| 92 | C00000098 | Female | 1993-05-04 | 4 | 5 | 1993 | 1993-05-04 | 26 | 951-79-2346 | Claire | Natalie | Turner | 194-309-8767 | claire.turner@outlook.com | 86 Manchester Street | None | Salt Lake City | UT | 44715 | 33 |
| 93 | C00000099 | Male | 1993-01-26 | 26 | 1 | 1993 | 1993-01-26 | 27 | 378-12-6869 | Julian | Britton | Peterson | 805-269-0051 | julian.peterson@gmail.com | 478 High Ridge Street | None | Salt Lake City | UT | 40996 | 33 |
| 94 | C00000100 | Female | 1962-08-11 | 11 | 8 | 1962 | 1962-08-11 | 57 | 744-16-6873 | Violet | Hannah | Torres | 912-067-2706 | violet.torres@gmail.com | 626 Arlington Rd. | Unit 77 | Portland | ME | 47410 | 44 |
| 95 | C00000101 | Male | 1963-01-23 | 23 | 1 | 1963 | 1963-01-23 | 57 | 110-19-8110 | Landon | Estevan | Cooper | 294-252-5352 | landon.cooper3@gmail.com | 221 Ashley Rd. | None | Cranston | RI | 47959 | 68 |
| 96 | C00000102 | Female | 1978-09-10 | 10 | 9 | 1978 | 1978-09-10 | 41 | 710-90-1424 | Stella | Aria | Parker | 181-988-1584 | stella.parker@gmail.com | 238 Foxrun St. | None | Chicago | IL | 48791 | 74 |
| 97 | C00000103 | Male | 1975-07-11 | 11 | 7 | 1975 | 1975-07-11 | 44 | 851-42-9875 | Grayson | Johnnie | Reed | 440-368-5820 | grayson.reed45@gmail.com | 745 Bellevue Lane | None | Chicago | IL | 42641 | 74 |
| 98 | C00000105 | Male | 2000-05-26 | 26 | 5 | 2000 | 2000-05-26 | 19 | 407-34-0962 | Jonathan | Jones | Bailey | 255-585-1034 | jonathan.jones.bailey66@gmail.com | 50 Wild Rose Court | None | Des Moines | IA | 43442 | 31 |
| 99 | C00000106 | Female | 1988-12-30 | 30 | 12 | 1988 | 1988-12-30 | 31 | 138-45-7585 | Sadie | Layla | Collins | 735-784-3483 | sadie.collins6@gmail.com | 28 Cypress St. | None | Cranston | RI | 48179 | 68 |
completeddisposition (first 100 rows)
| disp_id | client_id | account_id | type | |
|---|---|---|---|---|
| 0 | D00000001 | 1.0 | A00000001 | Owner |
| 1 | D00000002 | 2.0 | A00000002 | Owner |
| 2 | D00000003 | 3.0 | A00000002 | User |
| 3 | D00000004 | 4.0 | A00000003 | Owner |
| 4 | D00000005 | 5.0 | A00000003 | User |
| 5 | D00000006 | 6.0 | A00000004 | Owner |
| 6 | D00000007 | 7.0 | A00000005 | Owner |
| 7 | D00000008 | 8.0 | A00000006 | Owner |
| 8 | D00000009 | 9.0 | A00000007 | Owner |
| 9 | D00000010 | 10.0 | A00000008 | Owner |
| 10 | D00000011 | 11.0 | A00000008 | User |
| 11 | D00000012 | 12.0 | A00000009 | Owner |
| 12 | D00000013 | 13.0 | A00000010 | Owner |
| 13 | D00000014 | 14.0 | A00000011 | Owner |
| 14 | D00000015 | 15.0 | A00000012 | Owner |
| 15 | D00000016 | 16.0 | A00000012 | User |
| 16 | D00000017 | 17.0 | A00000013 | Owner |
| 17 | D00000018 | 18.0 | A00000013 | User |
| 18 | D00000019 | 19.0 | A00000014 | Owner |
| 19 | D00000020 | 20.0 | A00000015 | Owner |
| 20 | D00000021 | 21.0 | A00000016 | Owner |
| 21 | D00000022 | 22.0 | A00000017 | Owner |
| 22 | D00000023 | 23.0 | A00000017 | User |
| 23 | D00000024 | 24.0 | A00000018 | Owner |
| 24 | D00000025 | 25.0 | A00000019 | Owner |
| 25 | D00000026 | 26.0 | A00000020 | Owner |
| 26 | D00000027 | 27.0 | A00000021 | Owner |
| 27 | D00000028 | 28.0 | A00000022 | Owner |
| 28 | D00000029 | 29.0 | A00000023 | Owner |
| 29 | D00000030 | 30.0 | A00000024 | Owner |
| 30 | D00000031 | 31.0 | A00000025 | Owner |
| 31 | D00000032 | 32.0 | A00000026 | Owner |
| 32 | D00000033 | 33.0 | A00000027 | Owner |
| 33 | D00000036 | 36.0 | A00000029 | Owner |
| 34 | D00000037 | 37.0 | A00000029 | User |
| 35 | D00000038 | 38.0 | A00000030 | Owner |
| 36 | D00000039 | 39.0 | A00000031 | Owner |
| 37 | D00000040 | 40.0 | A00000032 | Owner |
| 38 | D00000041 | 41.0 | A00000033 | Owner |
| 39 | D00000042 | 42.0 | A00000034 | Owner |
| 40 | D00000043 | 43.0 | A00000035 | Owner |
| 41 | D00000044 | 44.0 | A00000036 | Owner |
| 42 | D00000045 | 45.0 | A00000037 | Owner |
| 43 | D00000046 | 46.0 | A00000038 | Owner |
| 44 | D00000047 | 47.0 | A00000039 | Owner |
| 45 | D00000048 | 48.0 | A00000040 | Owner |
| 46 | D00000049 | 49.0 | A00000041 | Owner |
| 47 | D00000050 | 50.0 | A00000042 | Owner |
| 48 | D00000051 | 51.0 | A00000043 | Owner |
| 49 | D00000052 | 52.0 | A00000044 | Owner |
| 50 | D00000053 | 53.0 | A00000045 | Owner |
| 51 | D00000055 | 55.0 | A00000047 | Owner |
| 52 | D00000056 | 56.0 | A00000048 | Owner |
| 53 | D00000057 | 57.0 | A00000048 | User |
| 54 | D00000058 | 58.0 | A00000049 | Owner |
| 55 | D00000059 | 59.0 | A00000050 | Owner |
| 56 | D00000060 | 60.0 | A00000051 | Owner |
| 57 | D00000061 | 61.0 | A00000052 | Owner |
| 58 | D00000062 | 62.0 | A00000053 | Owner |
| 59 | D00000063 | 63.0 | A00000054 | Owner |
| 60 | D00000064 | 64.0 | A00000055 | Owner |
| 61 | D00000065 | 65.0 | A00000056 | Owner |
| 62 | D00000066 | 66.0 | A00000057 | Owner |
| 63 | D00000067 | 67.0 | A00000058 | Owner |
| 64 | D00000068 | 68.0 | A00000059 | Owner |
| 65 | D00000070 | 70.0 | A00000061 | Owner |
| 66 | D00000071 | 71.0 | A00000061 | User |
| 67 | D00000072 | 72.0 | A00000062 | Owner |
| 68 | D00000073 | 73.0 | A00000063 | Owner |
| 69 | D00000074 | 74.0 | A00000063 | User |
| 70 | D00000075 | 75.0 | A00000064 | Owner |
| 71 | D00000076 | 76.0 | A00000065 | Owner |
| 72 | D00000077 | 77.0 | A00000066 | Owner |
| 73 | D00000078 | 78.0 | A00000067 | Owner |
| 74 | D00000079 | 79.0 | A00000068 | Owner |
| 75 | D00000080 | 80.0 | A00000069 | Owner |
| 76 | D00000081 | 81.0 | A00000070 | Owner |
| 77 | D00000082 | 82.0 | A00000070 | User |
| 78 | D00000083 | 83.0 | A00000071 | Owner |
| 79 | D00000084 | 84.0 | A00000071 | User |
| 80 | D00000085 | 85.0 | A00000072 | Owner |
| 81 | D00000086 | 86.0 | A00000072 | User |
| 82 | D00000087 | 87.0 | A00000073 | Owner |
| 83 | D00000089 | 89.0 | A00000075 | Owner |
| 84 | D00000090 | 90.0 | A00000076 | Owner |
| 85 | D00000091 | 91.0 | A00000077 | Owner |
| 86 | D00000092 | 92.0 | A00000078 | Owner |
| 87 | D00000093 | 93.0 | A00000079 | Owner |
| 88 | D00000094 | 94.0 | A00000080 | Owner |
| 89 | D00000095 | 95.0 | A00000080 | User |
| 90 | D00000096 | 96.0 | A00000081 | Owner |
| 91 | D00000097 | 97.0 | A00000082 | Owner |
| 92 | D00000098 | 98.0 | A00000083 | Owner |
| 93 | D00000099 | 99.0 | A00000083 | User |
| 94 | D00000100 | 100.0 | A00000084 | Owner |
| 95 | D00000101 | 101.0 | A00000085 | Owner |
| 96 | D00000102 | 102.0 | A00000086 | Owner |
| 97 | D00000103 | 103.0 | A00000086 | User |
| 98 | D00000105 | 105.0 | A00000088 | Owner |
| 99 | D00000106 | 106.0 | A00000089 | Owner |
completeddistrict (first 100 rows)
| district_id | city | state_name | state_abbrev | region | division | |
|---|---|---|---|---|---|---|
| 0 | 1 | New York City | New York | NY | Northeast | Middle Atlantic |
| 1 | 2 | Jacksonville | Florida | FL | South | South Atlantic |
| 2 | 3 | Columbus | Ohio | OH | Midwest | East North Central |
| 3 | 4 | Charlotte | North Carolina | NC | South | South Atlantic |
| 4 | 5 | Indianapolis | Indiana | IN | Northeast | East North Central |
| 5 | 6 | Seattle | Washington | WA | West | Pacific |
| 6 | 7 | Denver | Colorado | CO | West | Mountain |
| 7 | 8 | Washington | District of Columbia | DC | South | South Atlantic |
| 8 | 9 | Boston | Massachusetts | MA | Northeast | New England |
| 9 | 10 | Detroit | Michigan | MI | Midwest | East North Central |
| 10 | 11 | Nashville | Tennessee | TN | South | East South Central |
| 11 | 12 | Portland | Oregon | OR | West | Pacific |
| 12 | 13 | Oklahoma City | Oklahoma | OK | South | West South Central |
| 13 | 14 | Las Vegas | Nevada | NV | West | Mountain |
| 14 | 15 | Louisville | Kentucky | KY | South | East South Central |
| 15 | 16 | Baltimore | Maryland | MD | South | South Atlantic |
| 16 | 17 | Milwaukee | Wisconsin | WI | Midwest | East North Central |
| 17 | 18 | Albuquerque | New Mexico | NM | West | Mountain |
| 18 | 19 | Atlanta | Georgia | GA | South | South Atlantic |
| 19 | 20 | Kansas City | Missouri | MO | Midwest | West North Central |
| 20 | 21 | Omaha | Nebraska | NE | Midwest | West North Central |
| 21 | 22 | Virginia Beach | Virginia | VA | South | South Atlantic |
| 22 | 23 | Minneapolis | Minnesota | MN | Midwest | West North Central |
| 23 | 24 | New Orleans | Louisiana | LA | South | West South Central |
| 24 | 25 | Wichita | Kansas | KS | Midwest | West North Central |
| 25 | 26 | Honolulu | Hawaii | HI | West | Pacific |
| 26 | 27 | San Antonio | Texas | TX | South | West South Central |
| 27 | 28 | Anchorage | Alaska | AK | West | Pacific |
| 28 | 29 | Newark | New Jersey | NJ | Northeast | Middle Atlantic |
| 29 | 30 | Boise | Idaho | ID | West | Mountain |
| 30 | 31 | Des Moines | Iowa | IA | Midwest | West North Central |
| 31 | 32 | Birmingham | Alabama | AL | South | East South Central |
| 32 | 33 | Salt Lake City | Utah | UT | West | Mountain |
| 33 | 34 | Little Rock | Arkansas | AR | South | West South Central |
| 34 | 35 | Sioux Falls | South Dakota | SD | Midwest | West North Central |
| 35 | 36 | Providence | Rhode Island | RI | Northeast | New England |
| 36 | 37 | Jackson | Mississippi | MS | South | East South Central |
| 37 | 38 | Bridgeport | Connecticut | CT | Northeast | New England |
| 38 | 39 | Charleston | South Carolina | SC | South | South Atlantic |
| 39 | 40 | Fargo | North Dakota | ND | Midwest | West North Central |
| 40 | 41 | Manchester | New Hampshire | NH | Northeast | New England |
| 41 | 42 | Billings | Montana | MT | West | Mountain |
| 42 | 43 | Wilmington | Delaware | DE | South | South Atlantic |
| 43 | 44 | Portland | Maine | ME | Northeast | New England |
| 44 | 45 | Cheyenne | Wyoming | WY | West | Mountain |
| 45 | 46 | San Diego | California | CA | West | Pacific |
| 46 | 47 | Charleston | West Virginia | WV | South | South Atlantic |
| 47 | 48 | Worcester | Massachusetts | MA | Northeast | New England |
| 48 | 49 | Burlington | Vermont | VT | Northeast | New England |
| 49 | 50 | Buffalo | New York | NY | Northeast | Middle Atlantic |
| 50 | 51 | Springfield | Massachusetts | MA | Northeast | New England |
| 51 | 52 | New Haven | Connecticut | CT | Northeast | New England |
| 52 | 53 | Hartford | Connecticut | CT | Northeast | New England |
| 53 | 54 | Houston | Texas | TX | South | West South Central |
| 54 | 55 | Lowell | Massachusetts | MA | Northeast | New England |
| 55 | 56 | Cambridge | Massachusetts | MA | Northeast | New England |
| 56 | 57 | New Bedford | Massachusetts | MA | Northeast | New England |
| 57 | 58 | Brockton | Massachusetts | MA | Northeast | New England |
| 58 | 59 | Quincy | Massachusetts | MA | Northeast | New England |
| 59 | 60 | Lynn | Massachusetts | MA | Northeast | New England |
| 60 | 61 | Fall River | Massachusetts | MA | Northeast | New England |
| 61 | 62 | Nashua | New Hampshire | NH | Northeast | New England |
| 62 | 63 | Norwalk | Connecticut | CT | Northeast | New England |
| 63 | 64 | Phoenix | Arizona | AZ | West | Mountain |
| 64 | 65 | Newton | Massachusetts | MA | Northeast | New England |
| 65 | 66 | Warwick | Rhode Island | RI | Northeast | New England |
| 66 | 67 | Danbury | Connecticut | CT | Northeast | New England |
| 67 | 68 | Cranston | Rhode Island | RI | Northeast | New England |
| 68 | 69 | Lawrence | Massachusetts | MA | Northeast | New England |
| 69 | 70 | Los Angeles | California | CA | West | Pacific |
| 70 | 71 | Somerville | Massachusetts | MA | Northeast | New England |
| 71 | 72 | Philadelphia | Pennsylvania | PA | Northeast | Middle Atlantic |
| 72 | 73 | New Britain | Connecticut | CT | Northeast | New England |
| 73 | 74 | Chicago | Illinois | IL | Northeast | East North Central |
| 74 | 75 | Rochester | New York | NY | Northeast | Middle Atlantic |
| 75 | 76 | Yonkers | New York | NY | Northeast | Middle Atlantic |
| 76 | 77 | Syracuse | New York | NY | Northeast | Middle Atlantic |
completedloan (first 100 rows)
| loan_id | account_id | amount | duration | payments | status | year_ | month_ | day_ | date_ | fulldate | location | purpose | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 5657.0 | A00003354 | 4980 | 12 | 415 | A | 2014 | 7 | 5 | 2014-07-05 | 2014-07-05 | 59 | car |
| 1 | 6234.0 | A00006061 | 5148 | 12 | 429 | C | 2018 | 5 | 28 | 2018-05-28 | 2018-05-28 | 1 | car |
| 2 | 6699.0 | A00008330 | 7656 | 24 | 319 | A | 2014 | 3 | 30 | 2014-03-30 | 2014-03-30 | 1 | car |
| 3 | 6688.0 | A00008268 | 8616 | 24 | 359 | C | 2017 | 9 | 26 | 2017-09-26 | 2017-09-26 | 1 | car |
| 4 | 6312.0 | A00006453 | 10944 | 36 | 304 | C | 2018 | 5 | 17 | 2018-05-17 | 2018-05-17 | 1 | car |
| 5 | 6019.0 | A00005033 | 11400 | 12 | 950 | A | 2016 | 7 | 25 | 2016-07-25 | 2016-07-25 | 1 | car |
| 6 | 6229.0 | A00006040 | 11736 | 24 | 489 | A | 2014 | 10 | 2 | 2014-10-02 | 2014-10-02 | 1 | car |
| 7 | 5103.0 | A00000666 | 12540 | 12 | 1045 | A | 2017 | 11 | 28 | 2017-11-28 | 2017-11-28 | 64 | debt_consolidation |
| 8 | 6539.0 | A00007559 | 12792 | 12 | 1066 | C | 2018 | 7 | 11 | 2018-07-11 | 2018-07-11 | 1 | car |
| 9 | 5718.0 | A00003637 | 14028 | 12 | 1169 | A | 2017 | 9 | 1 | 2017-09-01 | 2017-09-01 | 1 | car |
| 10 | 6064.0 | A00005215 | 14628 | 12 | 1219 | A | 2014 | 8 | 4 | 2014-08-04 | 2014-08-04 | 1 | car |
| 11 | 5897.0 | A00004476 | 15192 | 24 | 633 | A | 2016 | 9 | 25 | 2016-09-25 | 2016-09-25 | 1 | car |
| 12 | 5599.0 | A00003064 | 15420 | 12 | 1285 | A | 2015 | 3 | 21 | 2015-03-21 | 2015-03-21 | 18 | car |
| 13 | 6852.0 | A00009140 | 16032 | 48 | 334 | C | 2018 | 11 | 10 | 2018-11-10 | 2018-11-10 | 1 | car |
| 14 | 6377.0 | A00006792 | 17184 | 12 | 1432 | A | 2017 | 3 | 17 | 2017-03-17 | 2017-03-17 | 1 | debt_consolidation |
| 15 | 6297.0 | A00006363 | 17508 | 12 | 1459 | A | 2014 | 10 | 25 | 2014-10-25 | 2014-10-25 | 1 | car |
| 16 | 5463.0 | A00002413 | 17952 | 12 | 1496 | C | 2018 | 10 | 6 | 2018-10-06 | 2018-10-06 | 59 | car |
| 17 | 6942.0 | A00009513 | 18324 | 12 | 1527 | A | 2017 | 7 | 16 | 2017-07-16 | 2017-07-16 | 1 | car |
| 18 | 5740.0 | A00003752 | 18564 | 12 | 1547 | A | 2015 | 4 | 2 | 2015-04-02 | 2015-04-02 | 1 | debt_consolidation |
| 19 | 7230.0 | A00010954 | 18720 | 60 | 312 | C | 2017 | 4 | 2 | 2017-04-02 | 2017-04-02 | 1 | car |
| 20 | 7034.0 | A00010001 | 19044 | 36 | 529 | C | 2016 | 7 | 11 | 2016-07-11 | 2016-07-11 | 1 | car |
| 21 | 5651.0 | A00003329 | 19248 | 12 | 1604 | A | 2017 | 12 | 8 | 2017-12-08 | 2017-12-08 | 59 | car |
| 22 | 5429.0 | A00002268 | 20196 | 36 | 561 | C | 2016 | 7 | 18 | 2016-07-18 | 2016-07-18 | 59 | car |
| 23 | 5922.0 | A00004580 | 20220 | 12 | 1685 | A | 2015 | 8 | 5 | 2015-08-05 | 2015-08-05 | 1 | car |
| 24 | 6043.0 | A00005126 | 20352 | 48 | 424 | C | 2016 | 1 | 11 | 2016-01-11 | 2016-01-11 | 1 | debt_consolidation |
| 25 | 6591.0 | A00007819 | 20832 | 48 | 434 | C | 2015 | 2 | 2 | 2015-02-02 | 2015-02-02 | 1 | car |
| 26 | 6721.0 | A00008475 | 21072 | 24 | 878 | A | 2014 | 1 | 21 | 2014-01-21 | 2014-01-21 | 1 | car |
| 27 | 5980.0 | A00004825 | 21396 | 12 | 1783 | A | 2015 | 8 | 18 | 2015-08-18 | 2015-08-18 | 1 | car |
| 28 | 6600.0 | A00007861 | 21852 | 36 | 607 | A | 2015 | 10 | 8 | 2015-10-08 | 2015-10-08 | 1 | car |
| 29 | 7121.0 | A00010364 | 21924 | 36 | 609 | A | 2013 | 11 | 10 | 2013-11-10 | 2013-11-10 | 1 | debt_consolidation |
| 30 | 7072.0 | A00010148 | 22104 | 12 | 1842 | C | 2018 | 1 | 27 | 2018-01-27 | 2018-01-27 | 1 | debt_consolidation |
| 31 | 5147.0 | A00000938 | 22260 | 60 | 371 | C | 2018 | 5 | 21 | 2018-05-21 | 2018-05-21 | 64 | debt_consolidation |
| 32 | 6052.0 | A00005164 | 22356 | 36 | 621 | C | 2018 | 3 | 23 | 2018-03-23 | 2018-03-23 | 1 | car |
| 33 | 5382.0 | A00002134 | 22932 | 36 | 637 | C | 2017 | 3 | 17 | 2017-03-17 | 2017-03-17 | 59 | car |
| 34 | 6354.0 | A00006688 | 22968 | 36 | 638 | C | 2016 | 10 | 23 | 2016-10-23 | 2016-10-23 | 1 | car |
| 35 | 5754.0 | A00003834 | 23052 | 12 | 1921 | A | 2014 | 9 | 28 | 2014-09-28 | 2014-09-28 | 1 | home_improvement |
| 36 | 6878.0 | A00009242 | 23184 | 12 | 1932 | A | 2017 | 1 | 24 | 2017-01-24 | 2017-01-24 | 1 | debt_consolidation |
| 37 | 5384.0 | A00002142 | 23328 | 12 | 1944 | C | 2018 | 3 | 7 | 2018-03-07 | 2018-03-07 | 59 | car |
| 38 | 7139.0 | A00010445 | 23412 | 12 | 1951 | C | 2018 | 1 | 22 | 2018-01-22 | 2018-01-22 | 1 | debt_consolidation |
| 39 | 5229.0 | A00001329 | 23520 | 12 | 1960 | A | 2017 | 9 | 6 | 2017-09-06 | 2017-09-06 | 64 | home_improvement |
| 40 | 5723.0 | A00003674 | 23628 | 12 | 1969 | A | 2014 | 9 | 10 | 2014-09-10 | 2014-09-10 | 1 | debt_consolidation |
| 41 | 7187.0 | A00010711 | 24180 | 60 | 403 | C | 2017 | 12 | 24 | 2017-12-24 | 2017-12-24 | 1 | car |
| 42 | 5130.0 | A00000813 | 24312 | 12 | 2026 | A | 2014 | 5 | 11 | 2014-05-11 | 2014-05-11 | 64 | debt_consolidation |
| 43 | 5479.0 | A00002486 | 24516 | 12 | 2043 | A | 2014 | 1 | 10 | 2014-01-10 | 2014-01-10 | 59 | home_improvement |
| 44 | 5584.0 | A00002986 | 24792 | 24 | 1033 | C | 2017 | 12 | 6 | 2017-12-06 | 2017-12-06 | 18 | debt_consolidation |
| 45 | 6407.0 | A00006930 | 25944 | 24 | 1081 | A | 2014 | 5 | 26 | 2014-05-26 | 2014-05-26 | 1 | home_improvement |
| 46 | 6242.0 | A00006097 | 26208 | 36 | 728 | C | 2017 | 10 | 22 | 2017-10-22 | 2017-10-22 | 1 | debt_consolidation |
| 47 | 5005.0 | A00000176 | 27456 | 12 | 2288 | A | 2017 | 4 | 10 | 2017-04-10 | 2017-04-10 | 1 | debt_consolidation |
| 48 | 6578.0 | A00007765 | 27984 | 12 | 2332 | A | 2015 | 12 | 11 | 2015-12-11 | 2015-12-11 | 1 | debt_consolidation |
| 49 | 6227.0 | A00006030 | 28248 | 24 | 1177 | A | 2015 | 3 | 4 | 2015-03-04 | 2015-03-04 | 1 | debt_consolidation |
| 50 | 6865.0 | A00009199 | 29448 | 12 | 2454 | B | 2016 | 9 | 11 | 2016-09-11 | 2016-09-11 | 1 | debt_consolidation |
| 51 | 6676.0 | A00008159 | 29784 | 24 | 1241 | A | 2015 | 6 | 13 | 2015-06-13 | 2015-06-13 | 1 | debt_consolidation |
| 52 | 5620.0 | A00003161 | 30012 | 12 | 2501 | C | 2018 | 6 | 16 | 2018-06-16 | 2018-06-16 | 18 | home_improvement |
| 53 | 5311.0 | A00001766 | 30060 | 60 | 501 | C | 2016 | 6 | 15 | 2016-06-15 | 2016-06-15 | 64 | debt_consolidation |
| 54 | 6501.0 | A00007418 | 30276 | 12 | 2523 | B | 2016 | 4 | 29 | 2016-04-29 | 2016-04-29 | 1 | home_improvement |
| 55 | 4961.0 | A00000019 | 30276 | 12 | 2523 | B | 2016 | 4 | 29 | 2016-04-29 | 2016-04-29 | 1 | debt_consolidation |
| 56 | 6502.0 | A00007424 | 30276 | 12 | 2523 | A | 2017 | 12 | 8 | 2017-12-08 | 2017-12-08 | 1 | debt_consolidation |
| 57 | 4962.0 | A00000025 | 30276 | 12 | 2523 | A | 2017 | 12 | 8 | 2017-12-08 | 2017-12-08 | 1 | debt_consolidation |
| 58 | 7200.0 | A00010799 | 31140 | 60 | 519 | C | 2018 | 7 | 11 | 2018-07-11 | 2018-07-11 | 1 | debt_consolidation |
| 59 | 6185.0 | A00005774 | 31176 | 24 | 1299 | A | 2015 | 11 | 28 | 2015-11-28 | 2015-11-28 | 1 | debt_consolidation |
| 60 | 5576.0 | A00002962 | 31248 | 12 | 2604 | A | 2014 | 12 | 21 | 2014-12-21 | 2014-12-21 | 18 | debt_consolidation |
| 61 | 7110.0 | A00010345 | 31260 | 12 | 2605 | C | 2018 | 1 | 21 | 2018-01-21 | 2018-01-21 | 1 | home_improvement |
| 62 | 6970.0 | A00009677 | 31620 | 60 | 527 | C | 2017 | 6 | 17 | 2017-06-17 | 2017-06-17 | 1 | debt_consolidation |
| 63 | 6546.0 | A00007607 | 31728 | 24 | 1322 | A | 2015 | 3 | 27 | 2015-03-27 | 2015-03-27 | 1 | home_improvement |
| 64 | 6130.0 | A00005541 | 32640 | 48 | 680 | C | 2016 | 7 | 18 | 2016-07-18 | 2016-07-18 | 1 | debt_consolidation |
| 65 | 6758.0 | A00008742 | 33144 | 12 | 2762 | A | 2017 | 7 | 29 | 2017-07-29 | 2017-07-29 | 1 | debt_consolidation |
| 66 | 5932.0 | A00004626 | 33348 | 12 | 2779 | A | 2017 | 6 | 18 | 2017-06-18 | 2017-06-18 | 1 | debt_consolidation |
| 67 | 6764.0 | A00008776 | 33984 | 48 | 708 | C | 2015 | 8 | 26 | 2015-08-26 | 2015-08-26 | 1 | debt_consolidation |
| 68 | 6310.0 | A00006440 | 34572 | 12 | 2881 | A | 2017 | 6 | 17 | 2017-06-17 | 2017-06-17 | 1 | debt_consolidation |
| 69 | 6643.0 | A00008038 | 35856 | 24 | 1494 | C | 2018 | 1 | 18 | 2018-01-18 | 2018-01-18 | 1 | debt_consolidation |
| 70 | 5207.0 | A00001244 | 35904 | 48 | 748 | C | 2017 | 2 | 28 | 2017-02-28 | 2017-02-28 | 64 | home_improvement |
| 71 | 7008.0 | A00009897 | 36168 | 12 | 3014 | A | 2015 | 9 | 22 | 2015-09-22 | 2015-09-22 | 1 | debt_consolidation |
| 72 | 6682.0 | A00008225 | 36204 | 12 | 3017 | D | 2018 | 3 | 30 | 2018-03-30 | 2018-03-30 | 1 | home_improvement |
| 73 | 6929.0 | A00009472 | 36396 | 12 | 3033 | A | 2015 | 5 | 8 | 2015-05-08 | 2015-05-08 | 1 | debt_consolidation |
| 74 | 6306.0 | A00006425 | 36684 | 12 | 3057 | A | 2014 | 12 | 20 | 2014-12-20 | 2014-12-20 | 1 | debt_consolidation |
| 75 | 7096.0 | A00010257 | 37812 | 12 | 3151 | C | 2018 | 9 | 2 | 2018-09-02 | 2018-09-02 | 1 | home_improvement |
| 76 | 6362.0 | A00006738 | 37908 | 12 | 3159 | A | 2015 | 10 | 31 | 2015-10-31 | 2015-10-31 | 1 | debt_consolidation |
| 77 | 5332.0 | A00001869 | 37944 | 36 | 1054 | C | 2018 | 1 | 29 | 2018-01-29 | 2018-01-29 | 64 | home_improvement |
| 78 | 6820.0 | A00009034 | 38148 | 12 | 3179 | A | 2013 | 12 | 16 | 2013-12-16 | 2013-12-16 | 1 | debt_consolidation |
| 79 | 6321.0 | A00006505 | 38496 | 12 | 3208 | C | 2018 | 10 | 8 | 2018-10-08 | 2018-10-08 | 1 | home_improvement |
| 80 | 5358.0 | A00002018 | 38520 | 12 | 3210 | A | 2017 | 1 | 21 | 2017-01-21 | 2017-01-21 | 59 | debt_consolidation |
| 81 | 5634.0 | A00003229 | 39024 | 12 | 3252 | A | 2017 | 5 | 1 | 2017-05-01 | 2017-05-01 | 59 | home_improvement |
| 82 | 7294.0 | A00011327 | 39168 | 24 | 1632 | C | 2018 | 9 | 27 | 2018-09-27 | 2018-09-27 | 1 | debt_consolidation |
| 83 | 6888.0 | A00009265 | 39576 | 12 | 3298 | A | 2014 | 7 | 11 | 2014-07-11 | 2014-07-11 | 1 | home_improvement |
| 84 | 6887.0 | A00009263 | 39576 | 12 | 3298 | A | 2017 | 5 | 8 | 2017-05-08 | 2017-05-08 | 1 | debt_consolidation |
| 85 | 5665.0 | A00003390 | 40632 | 12 | 3386 | C | 2018 | 3 | 11 | 2018-03-11 | 2018-03-11 | 1 | home_improvement |
| 86 | 5582.0 | A00002982 | 41256 | 12 | 3438 | C | 2018 | 4 | 17 | 2018-04-17 | 2018-04-17 | 18 | debt_consolidation |
| 87 | 5808.0 | A00004099 | 41856 | 48 | 872 | C | 2017 | 7 | 31 | 2017-07-31 | 2017-07-31 | 1 | debt_consolidation |
| 88 | 6895.0 | A00009307 | 41904 | 12 | 3492 | A | 2014 | 9 | 19 | 2014-09-19 | 2014-09-19 | 1 | debt_consolidation |
| 89 | 6535.0 | A00007546 | 41952 | 12 | 3496 | A | 2015 | 11 | 2 | 2015-11-02 | 2015-11-02 | 1 | home_improvement |
| 90 | 5841.0 | A00004268 | 41988 | 12 | 3499 | C | 2018 | 11 | 4 | 2018-11-04 | 2018-11-04 | 1 | debt_consolidation |
| 91 | 6553.0 | A00007636 | 42384 | 12 | 3532 | C | 2018 | 1 | 26 | 2018-01-26 | 2018-01-26 | 1 | home_improvement |
| 92 | 5046.0 | A00000349 | 42816 | 12 | 3568 | C | 2018 | 9 | 9 | 2018-09-09 | 2018-09-09 | 70 | debt_consolidation |
| 93 | 6727.0 | A00008505 | 42840 | 12 | 3570 | A | 2017 | 12 | 10 | 2017-12-10 | 2017-12-10 | 1 | debt_consolidation |
| 94 | 6621.0 | A00007957 | 42900 | 12 | 3575 | A | 2017 | 6 | 14 | 2017-06-14 | 2017-06-14 | 1 | debt_consolidation |
| 95 | 6315.0 | A00006472 | 43164 | 12 | 3597 | A | 2015 | 2 | 6 | 2015-02-06 | 2015-02-06 | 1 | debt_consolidation |
| 96 | 5313.0 | A00001776 | 43200 | 24 | 1800 | C | 2018 | 5 | 27 | 2018-05-27 | 2018-05-27 | 64 | debt_consolidation |
| 97 | 5693.0 | A00003489 | 44088 | 24 | 1837 | A | 2015 | 8 | 1 | 2015-08-01 | 2015-08-01 | 1 | debt_consolidation |
| 98 | 7087.0 | A00010215 | 44304 | 24 | 1846 | C | 2017 | 2 | 20 | 2017-02-20 | 2017-02-20 | 1 | home_improvement |
| 99 | 6144.0 | A00005593 | 44376 | 12 | 3698 | A | 2016 | 8 | 9 | 2016-08-09 | 2016-08-09 | 1 | debt_consolidation |
completedorder (first 100 rows)
| order_id | account_id | bank_to | account_to | amount | k_symbol | |
|---|---|---|---|---|---|---|
| 0 | 29401 | A00000001 | YZ | 87144583 | 2452.0 | Household Payment |
| 1 | 29402 | A00000002 | ST | 89597016 | 3372.7 | Loan Payment |
| 2 | 29403 | A00000002 | QR | 13943797 | 7266.0 | Household Payment |
| 3 | 29404 | A00000003 | WX | 83084338 | 1135.0 | Household Payment |
| 4 | 29405 | A00000003 | CD | 24485939 | 327.0 | None |
| 5 | 29406 | A00000003 | AB | 59972357 | 3539.0 | Insurance Payment |
| 6 | 29407 | A00000004 | UV | 26693541 | 2078.0 | Household Payment |
| 7 | 29408 | A00000004 | UV | 5848086 | 1285.0 | Household Payment |
| 8 | 29409 | A00000005 | GH | 37390208 | 2668.0 | Household Payment |
| 9 | 29410 | A00000006 | AB | 44486999 | 3954.0 | Household Payment |
| 10 | 29411 | A00000007 | IJ | 34452903 | 4880.0 | Household Payment |
| 11 | 29412 | A00000008 | UV | 12510681 | 2612.0 | Household Payment |
| 12 | 29413 | A00000008 | IJ | 93210345 | 6712.0 | None |
| 13 | 29414 | A00000010 | UV | 18686104 | 7033.0 | Household Payment |
| 14 | 29415 | A00000010 | QR | 93182509 | 1344.0 | Leasing Payment |
| 15 | 29433 | A00000025 | AB | 79838293 | 1110.0 | None |
| 16 | 29434 | A00000025 | WX | 52864879 | 164.0 | Insurance Payment |
| 17 | 29435 | A00000026 | EF | 12891853 | 10387.0 | Household Payment |
| 18 | 29436 | A00000027 | CD | 28175699 | 4054.0 | Household Payment |
| 19 | 29439 | A00000029 | ST | 32924878 | 6871.0 | Household Payment |
| 20 | 29440 | A00000029 | MN | 93088209 | 829.0 | None |
| 21 | 29441 | A00000029 | UV | 41335338 | 8.0 | Insurance Payment |
| 22 | 29442 | A00000030 | EF | 66168540 | 2480.2 | Leasing Payment |
| 23 | 29443 | A00000031 | ST | 42430687 | 10202.0 | Household Payment |
| 24 | 29444 | A00000033 | KL | 33047658 | 3892.0 | Household Payment |
| 25 | 29445 | A00000034 | WX | 21845197 | 1479.0 | Leasing Payment |
| 26 | 29446 | A00000034 | GH | 19993174 | 502.0 | Household Payment |
| 27 | 29447 | A00000034 | IJ | 58999049 | 6070.0 | None |
| 28 | 29448 | A00000035 | MN | 56788617 | 1022.0 | Household Payment |
| 29 | 29449 | A00000035 | MN | 99848401 | 1362.0 | Household Payment |
| 30 | 29450 | A00000036 | CD | 80693810 | 4069.0 | Household Payment |
| 31 | 29451 | A00000037 | QR | 71644407 | 5307.5 | Loan Payment |
| 32 | 29452 | A00000037 | IJ | 29728555 | 2317.0 | Household Payment |
| 33 | 29453 | A00000037 | OP | 23782724 | 2584.0 | None |
| 34 | 29454 | A00000037 | YZ | 89609831 | 97.0 | Insurance Payment |
| 35 | 29455 | A00000038 | QR | 79067885 | 2306.8 | Loan Payment |
| 36 | 29456 | A00000038 | EF | 2692229 | 6901.0 | Household Payment |
| 37 | 29457 | A00000038 | KL | 83435654 | 231.0 | None |
| 38 | 29458 | A00000038 | OP | 64685678 | 228.0 | Insurance Payment |
| 39 | 29459 | A00000039 | CD | 77015351 | 145.0 | Household Payment |
| 40 | 29460 | A00000039 | WX | 949460 | 2970.0 | Household Payment |
| 41 | 29461 | A00000040 | ST | 31161588 | 33.0 | Household Payment |
| 42 | 29462 | A00000040 | MN | 96111678 | 4301.0 | None |
| 43 | 29463 | A00000042 | CD | 1007766 | 4239.0 | Household Payment |
| 44 | 29464 | A00000042 | KL | 55873340 | 239.0 | None |
| 45 | 29465 | A00000042 | YZ | 38318204 | 1592.0 | Insurance Payment |
| 46 | 29466 | A00000043 | CD | 89718746 | 6589.0 | Household Payment |
| 47 | 29416 | A00000011 | ST | 38470870 | 2132.0 | Household Payment |
| 48 | 29417 | A00000012 | CD | 23010808 | 297.0 | Household Payment |
| 49 | 29418 | A00000012 | KL | 63607060 | 3295.0 | Household Payment |
| 50 | 29419 | A00000013 | EF | 35443323 | 2444.0 | Household Payment |
| 51 | 29420 | A00000014 | WX | 11793136 | 3629.0 | Household Payment |
| 52 | 29421 | A00000015 | KL | 24265569 | 3072.0 | Household Payment |
| 53 | 29422 | A00000017 | EF | 15076423 | 4032.0 | Household Payment |
| 54 | 29423 | A00000019 | QR | 14132368 | 2523.2 | Loan Payment |
| 55 | 29425 | A00000020 | AB | 3399968 | 2003.0 | Household Payment |
| 56 | 29426 | A00000021 | YZ | 60152441 | 6276.0 | Household Payment |
| 57 | 29427 | A00000022 | ST | 34691494 | 6352.0 | Household Payment |
| 58 | 29428 | A00000023 | MN | 20774019 | 5807.0 | Household Payment |
| 59 | 29429 | A00000024 | IJ | 50810194 | 221.0 | Household Payment |
| 60 | 29430 | A00000024 | QR | 46086388 | 7641.0 | None |
| 61 | 29431 | A00000025 | YZ | 1301700 | 2523.2 | Loan Payment |
| 62 | 29432 | A00000025 | IJ | 4896235 | 6817.0 | Household Payment |
| 63 | 29467 | A00000044 | GH | 11344862 | 2344.0 | Household Payment |
| 64 | 29470 | A00000047 | KL | 76620852 | 6940.0 | Household Payment |
| 65 | 29471 | A00000047 | KL | 37438374 | 174.0 | None |
| 66 | 29472 | A00000047 | EF | 83359431 | 141.0 | Insurance Payment |
| 67 | 29473 | A00000047 | UV | 30289006 | 9.0 | None |
| 68 | 29474 | A00000048 | AB | 50218236 | 6268.0 | Household Payment |
| 69 | 29475 | A00000048 | ST | 2071685 | 1029.0 | None |
| 70 | 29476 | A00000049 | CD | 83233099 | 3102.0 | Household Payment |
| 71 | 29477 | A00000050 | WX | 75148117 | 269.0 | Household Payment |
| 72 | 29478 | A00000050 | UV | 17270559 | 7024.0 | None |
| 73 | 29479 | A00000051 | KL | 71050131 | 2074.0 | Household Payment |
| 74 | 29480 | A00000051 | KL | 74449389 | 2057.0 | None |
| 75 | 29481 | A00000052 | EF | 6008005 | 560.0 | Household Payment |
| 76 | 29482 | A00000052 | QR | 85721850 | 3723.0 | None |
| 77 | 29483 | A00000053 | MN | 81024360 | 2851.0 | Household Payment |
| 78 | 29484 | A00000054 | IJ | 90659772 | 2280.0 | Household Payment |
| 79 | 29485 | A00000055 | EF | 53077900 | 3086.0 | Household Payment |
| 80 | 29486 | A00000056 | KL | 73539948 | 8080.0 | Household Payment |
| 81 | 29487 | A00000057 | YZ | 55066728 | 4107.0 | Household Payment |
| 82 | 29489 | A00000059 | IJ | 38201576 | 695.0 | Household Payment |
| 83 | 29490 | A00000059 | ST | 65394794 | 6190.0 | None |
| 84 | 29493 | A00000061 | EF | 20533621 | 1645.0 | Household Payment |
| 85 | 29494 | A00000061 | IJ | 20426410 | 668.0 | Household Payment |
| 86 | 29495 | A00000062 | EF | 80010622 | 2273.0 | Household Payment |
| 87 | 29496 | A00000063 | CD | 85474604 | 2237.0 | Household Payment |
| 88 | 29497 | A00000063 | EF | 8346772 | 157.0 | Household Payment |
| 89 | 29498 | A00000065 | YZ | 74934333 | 686.0 | Household Payment |
| 90 | 29499 | A00000065 | CD | 20976132 | 3315.0 | None |
| 91 | 29500 | A00000065 | GH | 7764506 | 3401.0 | Insurance Payment |
| 92 | 29501 | A00000066 | GH | 17993182 | 4471.3 | Leasing Payment |
| 93 | 29502 | A00000067 | YZ | 45128363 | 6915.0 | Loan Payment |
| 94 | 29503 | A00000067 | YZ | 57342255 | 6393.0 | Household Payment |
| 95 | 29504 | A00000067 | UV | 59079301 | 445.0 | None |
| 96 | 29505 | A00000068 | WX | 86834001 | 1705.0 | Household Payment |
| 97 | 29506 | A00000068 | IJ | 8292192 | 1186.0 | None |
| 98 | 29507 | A00000068 | ST | 34692824 | 137.0 | Insurance Payment |
| 99 | 29508 | A00000068 | MN | 92248808 | 61.0 | None |
completedtrans (first 100 rows)
| column_a | trans_id | account_id | type | operation | amount | balance | k_symbol | bank | account | year_ | month_ | day_ | date_ | fulldate | fulltime | fulldatewithtime | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | T00695247 | A00002378 | Credit | Credit in Cash | 700.0 | 700.0 | None | None | NaN | 2013 | 1 | 1 | 2013-01-01 | 2013-01-01 | 11:02:40 | 2013-01-01T11:02:40 |
| 1 | 2 | T00171812 | A00000576 | Credit | Credit in Cash | 900.0 | 900.0 | None | None | NaN | 2013 | 1 | 1 | 2013-01-01 | 2013-01-01 | 08:23:33 | 2013-01-01T08:23:33 |
| 2 | 3 | T00207264 | A00000704 | Credit | Credit in Cash | 1000.0 | 1000.0 | None | None | NaN | 2013 | 1 | 1 | 2013-01-01 | 2013-01-01 | 15:19:21 | 2013-01-01T15:19:21 |
| 3 | 4 | T01117247 | A00003818 | Credit | Credit in Cash | 600.0 | 600.0 | None | None | NaN | 2013 | 1 | 1 | 2013-01-01 | 2013-01-01 | 10:42:35 | 2013-01-01T10:42:35 |
| 4 | 5 | T00579373 | A00001972 | Credit | Credit in Cash | 400.0 | 400.0 | None | None | NaN | 2013 | 1 | 2 | 2013-01-02 | 2013-01-02 | 11:39:25 | 2013-01-02T11:39:25 |
| 5 | 6 | T00771035 | A00002632 | Credit | Credit in Cash | 1100.0 | 1100.0 | None | None | NaN | 2013 | 1 | 2 | 2013-01-02 | 2013-01-02 | 15:15:12 | 2013-01-02T15:15:12 |
| 6 | 7 | T00452728 | A00001539 | Credit | Credit in Cash | 600.0 | 600.0 | None | None | NaN | 2013 | 1 | 3 | 2013-01-03 | 2013-01-03 | 09:34:29 | 2013-01-03T09:34:29 |
| 7 | 8 | T00725751 | A00002484 | Credit | Credit in Cash | 1100.0 | 1100.0 | None | None | NaN | 2013 | 1 | 3 | 2013-01-03 | 2013-01-03 | 09:36:35 | 2013-01-03T09:36:35 |
| 8 | 9 | T00497211 | A00001695 | Credit | Credit in Cash | 200.0 | 200.0 | None | None | NaN | 2013 | 1 | 3 | 2013-01-03 | 2013-01-03 | 15:22:23 | 2013-01-03T15:22:23 |
| 9 | 10 | T00232960 | A00000793 | Credit | Credit in Cash | 800.0 | 800.0 | None | None | NaN | 2013 | 1 | 3 | 2013-01-03 | 2013-01-03 | 15:08:16 | 2013-01-03T15:08:16 |
| 10 | 11 | T00505240 | A00001726 | Credit | Credit in Cash | 1000.0 | 1000.0 | None | None | NaN | 2013 | 1 | 3 | 2013-01-03 | 2013-01-03 | 13:54:49 | 2013-01-03T13:54:49 |
| 11 | 12 | T00144541 | A00000485 | Credit | Credit in Cash | 300.0 | 300.0 | None | None | NaN | 2013 | 1 | 4 | 2013-01-04 | 2013-01-04 | 16:40:53 | 2013-01-04T16:40:53 |
| 12 | 13 | T00637741 | A00002177 | Credit | Credit in Cash | 800.0 | 800.0 | None | None | NaN | 2013 | 1 | 4 | 2013-01-04 | 2013-01-04 | 10:30:59 | 2013-01-04T10:30:59 |
| 13 | 14 | T00689827 | A00002357 | Credit | Credit in Cash | 800.0 | 800.0 | None | None | NaN | 2013 | 1 | 4 | 2013-01-04 | 2013-01-04 | 16:29:16 | 2013-01-04T16:29:16 |
| 14 | 15 | T00846006 | A00002881 | Credit | Credit in Cash | 700.0 | 700.0 | None | None | NaN | 2013 | 1 | 4 | 2013-01-04 | 2013-01-04 | 09:29:01 | 2013-01-04T09:29:01 |
| 15 | 16 | T00637742 | A00002177 | Credit | Collection from Another Bank | 5123.0 | 5923.0 | Old Age Pension | State Street Corp. | 62457513.0 | 2013 | 1 | 5 | 2013-01-05 | 2013-01-05 | 16:44:42 | 2013-01-05T16:44:42 |
| 16 | 17 | T02908688 | A00009635 | Credit | Credit in Cash | 400.0 | 400.0 | None | None | NaN | 2013 | 1 | 5 | 2013-01-05 | 2013-01-05 | 13:32:11 | 2013-01-05T13:32:11 |
| 17 | 18 | T00232961 | A00000793 | Credit | Collection from Another Bank | 3401.0 | 4201.0 | None | Goldman Sachs | 6149286.0 | 2013 | 1 | 5 | 2013-01-05 | 2013-01-05 | 11:56:11 | 2013-01-05T11:56:11 |
| 18 | 19 | T00192096 | A00000652 | Credit | Credit in Cash | 700.0 | 700.0 | None | None | NaN | 2013 | 1 | 5 | 2013-01-05 | 2013-01-05 | 09:28:49 | 2013-01-05T09:28:49 |
| 19 | 20 | T00542215 | A00001844 | Credit | Credit in Cash | 500.0 | 500.0 | None | None | NaN | 2013 | 1 | 6 | 2013-01-06 | 2013-01-06 | 14:38:54 | 2013-01-06T14:38:54 |
| 20 | 21 | T00565654 | A00001926 | Credit | Credit in Cash | 700.0 | 700.0 | None | None | NaN | 2013 | 1 | 6 | 2013-01-06 | 2013-01-06 | 11:41:28 | 2013-01-06T11:41:28 |
| 21 | 22 | T00542216 | A00001844 | Credit | Collection from Another Bank | 3242.0 | 3742.0 | None | Capital One | 42988401.0 | 2013 | 1 | 7 | 2013-01-07 | 2013-01-07 | 10:11:45 | 2013-01-07T10:11:45 |
| 22 | 23 | T01027725 | A00003510 | Credit | Credit in Cash | 500.0 | 500.0 | None | None | NaN | 2013 | 1 | 7 | 2013-01-07 | 2013-01-07 | 08:59:48 | 2013-01-07T08:59:48 |
| 23 | 24 | T00374589 | A00001276 | Credit | Credit in Cash | 400.0 | 400.0 | None | None | NaN | 2013 | 1 | 7 | 2013-01-07 | 2013-01-07 | 13:53:48 | 2013-01-07T13:53:48 |
| 24 | 25 | T00579374 | A00001972 | Credit | Collection from Another Bank | 5298.0 | 5698.0 | Old Age Pension | Bank of New York Mellon Corp. | 14132887.0 | 2013 | 1 | 7 | 2013-01-07 | 2013-01-07 | 08:09:01 | 2013-01-07T08:09:01 |
| 25 | 26 | T00699220 | A00002393 | Credit | Credit in Cash | 900.0 | 900.0 | None | None | NaN | 2013 | 1 | 7 | 2013-01-07 | 2013-01-07 | 09:44:19 | 2013-01-07T09:44:19 |
| 26 | 27 | T00129502 | A00000435 | Credit | Credit in Cash | 400.0 | 400.0 | None | None | NaN | 2013 | 1 | 8 | 2013-01-08 | 2013-01-08 | 11:33:46 | 2013-01-08T11:33:46 |
| 27 | 28 | T00374590 | A00001276 | Credit | Credit in Cash | 6774.0 | 7174.0 | None | None | NaN | 2013 | 1 | 8 | 2013-01-08 | 2013-01-08 | 10:41:24 | 2013-01-08T10:41:24 |
| 28 | 29 | T00057433 | A00000192 | Credit | Credit in Cash | 300.0 | 300.0 | None | None | NaN | 2013 | 1 | 8 | 2013-01-08 | 2013-01-08 | 11:27:40 | 2013-01-08T11:27:40 |
| 29 | 30 | T00497212 | A00001695 | Credit | Credit in Cash | 11832.0 | 12032.0 | None | None | NaN | 2013 | 1 | 8 | 2013-01-08 | 2013-01-08 | 11:42:14 | 2013-01-08T11:42:14 |
| 30 | 31 | T00621760 | A00002122 | Credit | Credit in Cash | 300.0 | 300.0 | None | None | NaN | 2013 | 1 | 8 | 2013-01-08 | 2013-01-08 | 13:23:47 | 2013-01-08T13:23:47 |
| 31 | 32 | T00480214 | A00001637 | Credit | Credit in Cash | 500.0 | 500.0 | None | None | NaN | 2013 | 1 | 8 | 2013-01-08 | 2013-01-08 | 14:01:07 | 2013-01-08T14:01:07 |
| 32 | 33 | T00612392 | A00002087 | Credit | Credit in Cash | 600.0 | 600.0 | None | None | NaN | 2013 | 1 | 8 | 2013-01-08 | 2013-01-08 | 13:21:14 | 2013-01-08T13:21:14 |
| 33 | 34 | T00224342 | A00000764 | Credit | Credit in Cash | 1100.0 | 1100.0 | None | None | NaN | 2013 | 1 | 8 | 2013-01-08 | 2013-01-08 | 10:25:46 | 2013-01-08T10:25:46 |
| 34 | 35 | T01049881 | A00003592 | Credit | Credit in Cash | 600.0 | 600.0 | None | None | NaN | 2013 | 1 | 8 | 2013-01-08 | 2013-01-08 | 13:49:31 | 2013-01-08T13:49:31 |
| 35 | 36 | T01132662 | A00003871 | Credit | Credit in Cash | 300.0 | 300.0 | None | None | NaN | 2013 | 1 | 8 | 2013-01-08 | 2013-01-08 | 14:07:56 | 2013-01-08T14:07:56 |
| 36 | 37 | T01021120 | A00003487 | Credit | Credit in Cash | 800.0 | 800.0 | None | None | NaN | 2013 | 1 | 8 | 2013-01-08 | 2013-01-08 | 08:08:38 | 2013-01-08T08:08:38 |
| 37 | 38 | T00439035 | A00001493 | Credit | Credit in Cash | 200.0 | 200.0 | None | None | NaN | 2013 | 1 | 9 | 2013-01-09 | 2013-01-09 | 09:39:13 | 2013-01-09T09:39:13 |
| 38 | 39 | T00110534 | A00000374 | Credit | Credit in Cash | 400.0 | 400.0 | None | None | NaN | 2013 | 1 | 9 | 2013-01-09 | 2013-01-09 | 09:09:09 | 2013-01-09T09:09:09 |
| 39 | 40 | T00771036 | A00002632 | Credit | Credit in Cash | 14264.0 | 15364.0 | None | None | NaN | 2013 | 1 | 9 | 2013-01-09 | 2013-01-09 | 09:27:45 | 2013-01-09T09:27:45 |
| 40 | 41 | T00506450 | A00001730 | Credit | Credit in Cash | 900.0 | 900.0 | None | None | NaN | 2013 | 1 | 9 | 2013-01-09 | 2013-01-09 | 11:42:16 | 2013-01-09T11:42:16 |
| 41 | 42 | T00192097 | A00000652 | Credit | Credit in Cash | 13851.0 | 14551.0 | None | None | NaN | 2013 | 1 | 9 | 2013-01-09 | 2013-01-09 | 16:46:01 | 2013-01-09T16:46:01 |
| 42 | 43 | T01117248 | A00003818 | Credit | Credit in Cash | 17366.0 | 17966.0 | None | None | NaN | 2013 | 1 | 9 | 2013-01-09 | 2013-01-09 | 08:09:03 | 2013-01-09T08:09:03 |
| 43 | 44 | T00695720 | A00002379 | Credit | Credit in Cash | 800.0 | 800.0 | None | None | NaN | 2013 | 1 | 10 | 2013-01-10 | 2013-01-10 | 15:55:39 | 2013-01-10T15:55:39 |
| 44 | 45 | T00857973 | A00002925 | Credit | Credit in Cash | 1000.0 | 1000.0 | None | None | NaN | 2013 | 1 | 10 | 2013-01-10 | 2013-01-10 | 12:19:11 | 2013-01-10T12:19:11 |
| 45 | 46 | T00477638 | A00001628 | Credit | Credit in Cash | 700.0 | 700.0 | None | None | NaN | 2013 | 1 | 10 | 2013-01-10 | 2013-01-10 | 08:10:26 | 2013-01-10T08:10:26 |
| 46 | 47 | T01049882 | A00003592 | Credit | Collection from Another Bank | 6007.0 | 6607.0 | Old Age Pension | U.S. Bancorp | 73166322.0 | 2013 | 1 | 10 | 2013-01-10 | 2013-01-10 | 09:02:13 | 2013-01-10T09:02:13 |
| 47 | 48 | T00252644 | A00000866 | Credit | Credit in Cash | 500.0 | 500.0 | None | None | NaN | 2013 | 1 | 10 | 2013-01-10 | 2013-01-10 | 10:45:25 | 2013-01-10T10:45:25 |
| 48 | 49 | T00393505 | A00001338 | Credit | Credit in Cash | 400.0 | 400.0 | None | None | NaN | 2013 | 1 | 11 | 2013-01-11 | 2013-01-11 | 08:34:56 | 2013-01-11T08:34:56 |
| 49 | 50 | T00171813 | A00000576 | Credit | Collection from Another Bank | 6207.0 | 7107.0 | Old Age Pension | State Street Corp. | 30300313.0 | 2013 | 1 | 11 | 2013-01-11 | 2013-01-11 | 16:36:38 | 2013-01-11T16:36:38 |
| 50 | 51 | T00581699 | A00001979 | Credit | Credit in Cash | 900.0 | 900.0 | None | None | NaN | 2013 | 1 | 11 | 2013-01-11 | 2013-01-11 | 12:20:47 | 2013-01-11T12:20:47 |
| 51 | 52 | T00252645 | A00000866 | Credit | Credit in Cash | 12644.0 | 13144.0 | None | None | NaN | 2013 | 1 | 11 | 2013-01-11 | 2013-01-11 | 15:04:16 | 2013-01-11T15:04:16 |
| 52 | 53 | T00101386 | A00000346 | Credit | Credit in Cash | 800.0 | 800.0 | None | None | NaN | 2013 | 1 | 11 | 2013-01-11 | 2013-01-11 | 11:25:35 | 2013-01-11T11:25:35 |
| 53 | 54 | T00689828 | A00002357 | Credit | Collection from Another Bank | 6434.0 | 7234.0 | Old Age Pension | PNC Financial Services | 34144538.0 | 2013 | 1 | 12 | 2013-01-12 | 2013-01-12 | 10:30:16 | 2013-01-12T10:30:16 |
| 54 | 55 | T00725752 | A00002484 | Credit | Credit in Cash | 14779.0 | 15879.0 | None | None | NaN | 2013 | 1 | 12 | 2013-01-12 | 2013-01-12 | 16:47:37 | 2013-01-12T16:47:37 |
| 55 | 56 | T00565655 | A00001926 | Credit | Credit in Cash | 4507.0 | 5207.0 | None | None | NaN | 2013 | 1 | 12 | 2013-01-12 | 2013-01-12 | 13:52:16 | 2013-01-12T13:52:16 |
| 56 | 57 | T00857974 | A00002925 | Credit | Credit in Cash | 6446.0 | 7446.0 | None | None | NaN | 2013 | 1 | 12 | 2013-01-12 | 2013-01-12 | 12:34:59 | 2013-01-12T12:34:59 |
| 57 | 58 | T00560898 | A00001909 | Credit | Credit in Cash | 800.0 | 800.0 | None | None | NaN | 2013 | 1 | 12 | 2013-01-12 | 2013-01-12 | 14:13:45 | 2013-01-12T14:13:45 |
| 58 | 59 | T00207265 | A00000704 | Credit | Credit in Cash | 17477.0 | 18477.0 | None | None | NaN | 2013 | 1 | 12 | 2013-01-12 | 2013-01-12 | 11:04:49 | 2013-01-12T11:04:49 |
| 59 | 60 | T00477639 | A00001628 | Credit | Collection from Another Bank | 4276.0 | 4976.0 | Old Age Pension | Bank of New York Mellon Corp. | 15916598.0 | 2013 | 1 | 12 | 2013-01-12 | 2013-01-12 | 11:14:10 | 2013-01-12T11:14:10 |
| 60 | 61 | T00615542 | A00002099 | Credit | Credit in Cash | 1100.0 | 1100.0 | None | None | NaN | 2013 | 1 | 12 | 2013-01-12 | 2013-01-12 | 13:13:38 | 2013-01-12T13:13:38 |
| 61 | 62 | T00439036 | A00001493 | Credit | Collection from Another Bank | 5009.0 | 5209.0 | Old Age Pension | JPMorgan Chase | 54522466.0 | 2013 | 1 | 13 | 2013-01-13 | 2013-01-13 | 14:38:37 | 2013-01-13T14:38:37 |
| 62 | 63 | T01100759 | A00003760 | Credit | Credit in Cash | 1000.0 | 1000.0 | None | None | NaN | 2013 | 1 | 13 | 2013-01-13 | 2013-01-13 | 15:18:01 | 2013-01-13T15:18:01 |
| 63 | 64 | T00480215 | A00001637 | Credit | Collection from Another Bank | 5718.0 | 6218.0 | Old Age Pension | Bank of New York Mellon Corp. | 45134812.0 | 2013 | 1 | 13 | 2013-01-13 | 2013-01-13 | 14:23:02 | 2013-01-13T14:23:02 |
| 64 | 65 | T01548749 | A00005270 | Credit | Credit in Cash | 800.0 | 800.0 | None | None | NaN | 2013 | 1 | 13 | 2013-01-13 | 2013-01-13 | 13:11:54 | 2013-01-13T13:11:54 |
| 65 | 66 | T00505241 | A00001726 | Credit | Credit in Cash | 13967.0 | 14967.0 | None | None | NaN | 2013 | 1 | 13 | 2013-01-13 | 2013-01-13 | 12:29:39 | 2013-01-13T12:29:39 |
| 66 | 67 | T00846007 | A00002881 | Credit | Credit in Cash | 6959.0 | 7659.0 | None | None | NaN | 2013 | 1 | 13 | 2013-01-13 | 2013-01-13 | 14:39:11 | 2013-01-13T14:39:11 |
| 67 | 68 | T01021121 | A00003487 | Credit | Credit in Cash | 15914.0 | 16714.0 | None | None | NaN | 2013 | 1 | 13 | 2013-01-13 | 2013-01-13 | 13:39:09 | 2013-01-13T13:39:09 |
| 68 | 69 | T02908689 | A00009635 | Credit | Collection from Another Bank | 4470.0 | 4870.0 | Old Age Pension | Bank of America | 37906074.0 | 2013 | 1 | 14 | 2013-01-14 | 2013-01-14 | 14:50:59 | 2013-01-14T14:50:59 |
| 69 | 70 | T00858384 | A00002926 | Credit | Credit in Cash | 600.0 | 600.0 | None | None | NaN | 2013 | 1 | 14 | 2013-01-14 | 2013-01-14 | 10:12:59 | 2013-01-14T10:12:59 |
| 70 | 71 | T00498389 | A00001699 | Credit | Credit in Cash | 800.0 | 800.0 | None | None | NaN | 2013 | 1 | 14 | 2013-01-14 | 2013-01-14 | 14:55:00 | 2013-01-14T14:55:00 |
| 71 | 72 | T00699221 | A00002393 | Credit | Credit in Cash | 10737.0 | 11637.0 | None | None | NaN | 2013 | 1 | 14 | 2013-01-14 | 2013-01-14 | 14:59:01 | 2013-01-14T14:59:01 |
| 72 | 73 | T01142758 | A00003909 | Credit | Credit in Cash | 700.0 | 700.0 | None | None | NaN | 2013 | 1 | 14 | 2013-01-14 | 2013-01-14 | 14:49:02 | 2013-01-14T14:49:02 |
| 73 | 74 | T01548750 | A00005270 | Credit | Collection from Another Bank | 44749.0 | 45549.0 | None | Goldman Sachs | 80269753.0 | 2013 | 1 | 14 | 2013-01-14 | 2013-01-14 | 09:52:52 | 2013-01-14T09:52:52 |
| 74 | 75 | T00506836 | A00001731 | Credit | Credit in Cash | 200.0 | 200.0 | None | None | NaN | 2013 | 1 | 14 | 2013-01-14 | 2013-01-14 | 16:20:17 | 2013-01-14T16:20:17 |
| 75 | 76 | T03393738 | A00011265 | Credit | Credit in Cash | 1000.0 | 1000.0 | None | None | NaN | 2013 | 1 | 14 | 2013-01-14 | 2013-01-14 | 11:58:13 | 2013-01-14T11:58:13 |
| 76 | 77 | T00621775 | A00002122 | Credit | Credit in Cash | 46552.0 | 46852.0 | None | None | NaN | 2013 | 1 | 15 | 2013-01-15 | 2013-01-15 | 10:12:11 | 2013-01-15T10:12:11 |
| 77 | 78 | T00737258 | A00002519 | Credit | Credit in Cash | 500.0 | 500.0 | None | None | NaN | 2013 | 1 | 15 | 2013-01-15 | 2013-01-15 | 15:25:00 | 2013-01-15T15:25:00 |
| 78 | 79 | T00144549 | A00000485 | Credit | Credit in Cash | 13156.0 | 13456.0 | None | None | NaN | 2013 | 1 | 16 | 2013-01-16 | 2013-01-16 | 14:32:23 | 2013-01-16T14:32:23 |
| 79 | 80 | T00435762 | A00001481 | Credit | Credit in Cash | 1000.0 | 1000.0 | None | None | NaN | 2013 | 1 | 17 | 2013-01-17 | 2013-01-17 | 14:42:51 | 2013-01-17T14:42:51 |
| 80 | 81 | T01027726 | A00003510 | Credit | Credit in Cash | 23323.0 | 23823.0 | None | None | NaN | 2013 | 1 | 17 | 2013-01-17 | 2013-01-17 | 08:48:50 | 2013-01-17T08:48:50 |
| 81 | 82 | T03122924 | A00010364 | Credit | Credit in Cash | 1100.0 | 1100.0 | None | None | NaN | 2013 | 1 | 17 | 2013-01-17 | 2013-01-17 | 12:57:05 | 2013-01-17T12:57:05 |
| 82 | 83 | T01176385 | A00004034 | Credit | Credit in Cash | 200.0 | 200.0 | None | None | NaN | 2013 | 1 | 18 | 2013-01-18 | 2013-01-18 | 15:59:05 | 2013-01-18T15:59:05 |
| 83 | 84 | T00119435 | A00000401 | Credit | Credit in Cash | 300.0 | 300.0 | None | None | NaN | 2013 | 1 | 18 | 2013-01-18 | 2013-01-18 | 11:37:05 | 2013-01-18T11:37:05 |
| 84 | 85 | T01100767 | A00003760 | Credit | Credit in Cash | 10792.0 | 11792.0 | None | None | NaN | 2013 | 1 | 18 | 2013-01-18 | 2013-01-18 | 10:17:03 | 2013-01-18T10:17:03 |
| 85 | 86 | T00682546 | A00002330 | Credit | Credit in Cash | 200.0 | 200.0 | None | None | NaN | 2013 | 1 | 19 | 2013-01-19 | 2013-01-19 | 09:28:59 | 2013-01-19T09:28:59 |
| 86 | 87 | T00529772 | A00001806 | Credit | Credit in Cash | 400.0 | 400.0 | None | None | NaN | 2013 | 1 | 19 | 2013-01-19 | 2013-01-19 | 15:16:58 | 2013-01-19T15:16:58 |
| 87 | 88 | T01121963 | A00003834 | Credit | Credit in Cash | 700.0 | 700.0 | None | None | NaN | 2013 | 1 | 19 | 2013-01-19 | 2013-01-19 | 09:34:56 | 2013-01-19T09:34:56 |
| 88 | 89 | T00359511 | A00001222 | Credit | Credit in Cash | 700.0 | 700.0 | None | None | NaN | 2013 | 1 | 20 | 2013-01-20 | 2013-01-20 | 11:07:02 | 2013-01-20T11:07:02 |
| 89 | 90 | T00063712 | A00000212 | Credit | Credit in Cash | 200.0 | 200.0 | None | None | NaN | 2013 | 1 | 20 | 2013-01-20 | 2013-01-20 | 12:29:33 | 2013-01-20T12:29:33 |
| 90 | 91 | T00298978 | A00001019 | Credit | Credit in Cash | 1100.0 | 1100.0 | None | None | NaN | 2013 | 1 | 21 | 2013-01-21 | 2013-01-21 | 15:60:16 | 2013-01-21T15:60:16 |
| 91 | 92 | T00136957 | A00000459 | Credit | Credit in Cash | 1000.0 | 1000.0 | None | None | NaN | 2013 | 1 | 21 | 2013-01-21 | 2013-01-21 | 11:07:56 | 2013-01-21T11:07:56 |
| 92 | 93 | T00135814 | A00000456 | Credit | Credit in Cash | 700.0 | 700.0 | None | None | NaN | 2013 | 1 | 21 | 2013-01-21 | 2013-01-21 | 08:28:34 | 2013-01-21T08:28:34 |
| 93 | 94 | T00226654 | A00000772 | Credit | Credit in Cash | 500.0 | 500.0 | None | None | NaN | 2013 | 1 | 21 | 2013-01-21 | 2013-01-21 | 08:31:17 | 2013-01-21T08:31:17 |
| 94 | 95 | T03402664 | A00011295 | Credit | Credit in Cash | 1100.0 | 1100.0 | None | None | NaN | 2013 | 1 | 21 | 2013-01-21 | 2013-01-21 | 13:38:31 | 2013-01-21T13:38:31 |
| 95 | 96 | T00695250 | A00002378 | Credit | Credit in Cash | 7268.0 | 7968.0 | None | None | NaN | 2013 | 1 | 22 | 2013-01-22 | 2013-01-22 | 14:43:54 | 2013-01-22T14:43:54 |
| 96 | 97 | T00451890 | A00001536 | Credit | Credit in Cash | 300.0 | 300.0 | None | None | NaN | 2013 | 1 | 22 | 2013-01-22 | 2013-01-22 | 11:17:36 | 2013-01-22T11:17:36 |
| 97 | 98 | T00785190 | A00002676 | Credit | Credit in Cash | 200.0 | 200.0 | None | None | NaN | 2013 | 1 | 22 | 2013-01-22 | 2013-01-22 | 08:36:26 | 2013-01-22T08:36:26 |
| 98 | 99 | T00615548 | A00002099 | Credit | Credit in Cash | 16125.0 | 17225.0 | None | None | NaN | 2013 | 1 | 22 | 2013-01-22 | 2013-01-22 | 15:37:35 | 2013-01-22T15:37:35 |
| 99 | 100 | T00871631 | A00002970 | Credit | Credit in Cash | 400.0 | 400.0 | None | None | NaN | 2013 | 1 | 22 | 2013-01-22 | 2013-01-22 | 11:08:59 | 2013-01-22T11:08:59 |
Source tables may have typos, unclear names, incorrect
column types, etc. We clean these tables.
stg_completedorder (first 100 rows)
| customer_account_id | recipient_bank_code | transaction_amount | payment_type | recipient_account_number | transaction_id | |
|---|---|---|---|---|---|---|
| 0 | A00000001 | YZ | 2452.0 | Household Payment | 87144583 | 29401 |
| 1 | A00000002 | ST | 3372.7 | Loan Payment | 89597016 | 29402 |
| 2 | A00000002 | QR | 7266.0 | Household Payment | 13943797 | 29403 |
| 3 | A00000003 | WX | 1135.0 | Household Payment | 83084338 | 29404 |
| 4 | A00000003 | CD | 327.0 | None | 24485939 | 29405 |
| 5 | A00000003 | AB | 3539.0 | Insurance Payment | 59972357 | 29406 |
| 6 | A00000004 | UV | 2078.0 | Household Payment | 26693541 | 29407 |
| 7 | A00000004 | UV | 1285.0 | Household Payment | 5848086 | 29408 |
| 8 | A00000005 | GH | 2668.0 | Household Payment | 37390208 | 29409 |
| 9 | A00000006 | AB | 3954.0 | Household Payment | 44486999 | 29410 |
| 10 | A00000007 | IJ | 4880.0 | Household Payment | 34452903 | 29411 |
| 11 | A00000008 | UV | 2612.0 | Household Payment | 12510681 | 29412 |
| 12 | A00000008 | IJ | 6712.0 | None | 93210345 | 29413 |
| 13 | A00000010 | UV | 7033.0 | Household Payment | 18686104 | 29414 |
| 14 | A00000010 | QR | 1344.0 | Leasing Payment | 93182509 | 29415 |
| 15 | A00000025 | AB | 1110.0 | None | 79838293 | 29433 |
| 16 | A00000025 | WX | 164.0 | Insurance Payment | 52864879 | 29434 |
| 17 | A00000026 | EF | 10387.0 | Household Payment | 12891853 | 29435 |
| 18 | A00000027 | CD | 4054.0 | Household Payment | 28175699 | 29436 |
| 19 | A00000029 | ST | 6871.0 | Household Payment | 32924878 | 29439 |
| 20 | A00000029 | MN | 829.0 | None | 93088209 | 29440 |
| 21 | A00000029 | UV | 8.0 | Insurance Payment | 41335338 | 29441 |
| 22 | A00000030 | EF | 2480.2 | Leasing Payment | 66168540 | 29442 |
| 23 | A00000031 | ST | 10202.0 | Household Payment | 42430687 | 29443 |
| 24 | A00000033 | KL | 3892.0 | Household Payment | 33047658 | 29444 |
| 25 | A00000034 | WX | 1479.0 | Leasing Payment | 21845197 | 29445 |
| 26 | A00000034 | GH | 502.0 | Household Payment | 19993174 | 29446 |
| 27 | A00000034 | IJ | 6070.0 | None | 58999049 | 29447 |
| 28 | A00000035 | MN | 1022.0 | Household Payment | 56788617 | 29448 |
| 29 | A00000035 | MN | 1362.0 | Household Payment | 99848401 | 29449 |
| 30 | A00000036 | CD | 4069.0 | Household Payment | 80693810 | 29450 |
| 31 | A00000037 | QR | 5307.5 | Loan Payment | 71644407 | 29451 |
| 32 | A00000037 | IJ | 2317.0 | Household Payment | 29728555 | 29452 |
| 33 | A00000037 | OP | 2584.0 | None | 23782724 | 29453 |
| 34 | A00000037 | YZ | 97.0 | Insurance Payment | 89609831 | 29454 |
| 35 | A00000038 | QR | 2306.8 | Loan Payment | 79067885 | 29455 |
| 36 | A00000038 | EF | 6901.0 | Household Payment | 2692229 | 29456 |
| 37 | A00000038 | KL | 231.0 | None | 83435654 | 29457 |
| 38 | A00000038 | OP | 228.0 | Insurance Payment | 64685678 | 29458 |
| 39 | A00000039 | CD | 145.0 | Household Payment | 77015351 | 29459 |
| 40 | A00000039 | WX | 2970.0 | Household Payment | 949460 | 29460 |
| 41 | A00000040 | ST | 33.0 | Household Payment | 31161588 | 29461 |
| 42 | A00000040 | MN | 4301.0 | None | 96111678 | 29462 |
| 43 | A00000042 | CD | 4239.0 | Household Payment | 1007766 | 29463 |
| 44 | A00000042 | KL | 239.0 | None | 55873340 | 29464 |
| 45 | A00000042 | YZ | 1592.0 | Insurance Payment | 38318204 | 29465 |
| 46 | A00000043 | CD | 6589.0 | Household Payment | 89718746 | 29466 |
| 47 | A00000011 | ST | 2132.0 | Household Payment | 38470870 | 29416 |
| 48 | A00000012 | CD | 297.0 | Household Payment | 23010808 | 29417 |
| 49 | A00000012 | KL | 3295.0 | Household Payment | 63607060 | 29418 |
| 50 | A00000013 | EF | 2444.0 | Household Payment | 35443323 | 29419 |
| 51 | A00000014 | WX | 3629.0 | Household Payment | 11793136 | 29420 |
| 52 | A00000015 | KL | 3072.0 | Household Payment | 24265569 | 29421 |
| 53 | A00000017 | EF | 4032.0 | Household Payment | 15076423 | 29422 |
| 54 | A00000019 | QR | 2523.2 | Loan Payment | 14132368 | 29423 |
| 55 | A00000020 | AB | 2003.0 | Household Payment | 3399968 | 29425 |
| 56 | A00000021 | YZ | 6276.0 | Household Payment | 60152441 | 29426 |
| 57 | A00000022 | ST | 6352.0 | Household Payment | 34691494 | 29427 |
| 58 | A00000023 | MN | 5807.0 | Household Payment | 20774019 | 29428 |
| 59 | A00000024 | IJ | 221.0 | Household Payment | 50810194 | 29429 |
| 60 | A00000024 | QR | 7641.0 | None | 46086388 | 29430 |
| 61 | A00000025 | YZ | 2523.2 | Loan Payment | 1301700 | 29431 |
| 62 | A00000025 | IJ | 6817.0 | Household Payment | 4896235 | 29432 |
| 63 | A00000044 | GH | 2344.0 | Household Payment | 11344862 | 29467 |
| 64 | A00000047 | KL | 6940.0 | Household Payment | 76620852 | 29470 |
| 65 | A00000047 | KL | 174.0 | None | 37438374 | 29471 |
| 66 | A00000047 | EF | 141.0 | Insurance Payment | 83359431 | 29472 |
| 67 | A00000047 | UV | 9.0 | None | 30289006 | 29473 |
| 68 | A00000048 | AB | 6268.0 | Household Payment | 50218236 | 29474 |
| 69 | A00000048 | ST | 1029.0 | None | 2071685 | 29475 |
| 70 | A00000049 | CD | 3102.0 | Household Payment | 83233099 | 29476 |
| 71 | A00000050 | WX | 269.0 | Household Payment | 75148117 | 29477 |
| 72 | A00000050 | UV | 7024.0 | None | 17270559 | 29478 |
| 73 | A00000051 | KL | 2074.0 | Household Payment | 71050131 | 29479 |
| 74 | A00000051 | KL | 2057.0 | None | 74449389 | 29480 |
| 75 | A00000052 | EF | 560.0 | Household Payment | 6008005 | 29481 |
| 76 | A00000052 | QR | 3723.0 | None | 85721850 | 29482 |
| 77 | A00000053 | MN | 2851.0 | Household Payment | 81024360 | 29483 |
| 78 | A00000054 | IJ | 2280.0 | Household Payment | 90659772 | 29484 |
| 79 | A00000055 | EF | 3086.0 | Household Payment | 53077900 | 29485 |
| 80 | A00000056 | KL | 8080.0 | Household Payment | 73539948 | 29486 |
| 81 | A00000057 | YZ | 4107.0 | Household Payment | 55066728 | 29487 |
| 82 | A00000059 | IJ | 695.0 | Household Payment | 38201576 | 29489 |
| 83 | A00000059 | ST | 6190.0 | None | 65394794 | 29490 |
| 84 | A00000061 | EF | 1645.0 | Household Payment | 20533621 | 29493 |
| 85 | A00000061 | IJ | 668.0 | Household Payment | 20426410 | 29494 |
| 86 | A00000062 | EF | 2273.0 | Household Payment | 80010622 | 29495 |
| 87 | A00000063 | CD | 2237.0 | Household Payment | 85474604 | 29496 |
| 88 | A00000063 | EF | 157.0 | Household Payment | 8346772 | 29497 |
| 89 | A00000065 | YZ | 686.0 | Household Payment | 74934333 | 29498 |
| 90 | A00000065 | CD | 3315.0 | None | 20976132 | 29499 |
| 91 | A00000065 | GH | 3401.0 | Insurance Payment | 7764506 | 29500 |
| 92 | A00000066 | GH | 4471.3 | Leasing Payment | 17993182 | 29501 |
| 93 | A00000067 | YZ | 6915.0 | Loan Payment | 45128363 | 29502 |
| 94 | A00000067 | YZ | 6393.0 | Household Payment | 57342255 | 29503 |
| 95 | A00000067 | UV | 445.0 | None | 59079301 | 29504 |
| 96 | A00000068 | WX | 1705.0 | Household Payment | 86834001 | 29505 |
| 97 | A00000068 | IJ | 1186.0 | None | 8292192 | 29506 |
| 98 | A00000068 | ST | 137.0 | Insurance Payment | 34692824 | 29507 |
| 99 | A00000068 | MN | 61.0 | None | 92248808 | 29508 |
stg_completedorder.sql (clean the table)
-- COCOON BLOCK START: PLEASE DO NOT MODIFY THIS BLOCK FOR SELF-MAINTENANCE
WITH
"completedorder_renamed" AS (
-- Rename: Renaming columns
-- order_id -> transaction_id
-- account_id -> customer_account_id
-- bank_to -> recipient_bank_code
-- account_to -> recipient_account_number
-- amount -> transaction_amount
-- k_symbol -> payment_type
SELECT
"order_id" AS "transaction_id",
"account_id" AS "customer_account_id",
"bank_to" AS "recipient_bank_code",
"account_to" AS "recipient_account_number",
"amount" AS "transaction_amount",
"k_symbol" AS "payment_type"
FROM "completedorder"
),
"completedorder_renamed_casted" AS (
-- Column Type Casting:
-- recipient_account_number: from INT to VARCHAR
-- transaction_id: from INT to VARCHAR
SELECT
"customer_account_id",
"recipient_bank_code",
"transaction_amount",
"payment_type",
CAST("recipient_account_number" AS VARCHAR) AS "recipient_account_number",
CAST("transaction_id" AS VARCHAR) AS "transaction_id"
FROM "completedorder_renamed"
)
-- COCOON BLOCK END
SELECT * FROM "completedorder_renamed_casted"stg_completedorder.yml (Document the table)
version: 2
models:
- name: stg_completedorder
description: The table is about completed orders. It includes details such as order
ID, account ID of the customer, recipient bank and account, transaction amount,
and payment type. Each row represents a single completed order with its specific
details. The table tracks financial transactions and their purposes, like household
or loan payments.
columns:
- name: customer_account_id
description: Customer's unique account identifier
tests:
- not_null
cocoon_meta:
patterns:
- regex: A\d{8}
summary: Customer account IDs starting with 'A' followed by 8 digits
- name: recipient_bank_code
description: Recipient's bank code
tests:
- not_null
- accepted_values:
values:
- AB
- CD
- EF
- GH
- IJ
- KL
- MN
- OP
- QR
- ST
- UV
- WX
- YZ
- AA
- BB
- CC
- DD
- EE
- FF
- GG
- HH
- II
- JJ
- KK
- LL
- MM
- name: transaction_amount
description: Transaction amount in currency units
tests:
- not_null
- name: payment_type
description: Type or purpose of the payment
tests:
- accepted_values:
values:
- Household Payment
- Insurance Payment
- Leasing Payment
- Loan Payment
- Mortgage Payment
- Rent Payment
- Utility Payment
- Credit Card Payment
- Tax Payment
- Subscription Payment
- Medical Payment
- Education Payment
- Investment Payment
- Charitable Donation
- Legal Fee Payment
- Business Expense
- Travel Expense
- Entertainment Expense
- Grocery Payment
- Transportation Payment
cocoon_meta:
missing_acceptable: Transactions without a specific payment category.
- name: recipient_account_number
description: Recipient's account number
tests:
- not_null
- name: transaction_id
description: Unique identifier for the transaction order
tests:
- not_null
- unique
cocoon_meta:
uniqueness: This column is described as a unique identifier for the transaction
order. For this table, each row represents a single completed order. As it's
explicitly stated to be a unique identifier, it should be unique across all
rows.
stg_completedloan (first 100 rows)
| loan_id | account_id | loan_amount | loan_term_months | monthly_payment | loan_status | start_year | start_month | start_day | location_code | loan_purpose | loan_start_date | loan_start_fulldate | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 5657.0 | A00003354 | 4980 | 12 | 415 | A | 2014 | 7 | 5 | 59 | car | 2014-07-05 | 2014-07-05 |
| 1 | 6234.0 | A00006061 | 5148 | 12 | 429 | C | 2018 | 5 | 28 | 1 | car | 2018-05-28 | 2018-05-28 |
| 2 | 6699.0 | A00008330 | 7656 | 24 | 319 | A | 2014 | 3 | 30 | 1 | car | 2014-03-30 | 2014-03-30 |
| 3 | 6688.0 | A00008268 | 8616 | 24 | 359 | C | 2017 | 9 | 26 | 1 | car | 2017-09-26 | 2017-09-26 |
| 4 | 6312.0 | A00006453 | 10944 | 36 | 304 | C | 2018 | 5 | 17 | 1 | car | 2018-05-17 | 2018-05-17 |
| 5 | 6019.0 | A00005033 | 11400 | 12 | 950 | A | 2016 | 7 | 25 | 1 | car | 2016-07-25 | 2016-07-25 |
| 6 | 6229.0 | A00006040 | 11736 | 24 | 489 | A | 2014 | 10 | 2 | 1 | car | 2014-10-02 | 2014-10-02 |
| 7 | 5103.0 | A00000666 | 12540 | 12 | 1045 | A | 2017 | 11 | 28 | 64 | debt_consolidation | 2017-11-28 | 2017-11-28 |
| 8 | 6539.0 | A00007559 | 12792 | 12 | 1066 | C | 2018 | 7 | 11 | 1 | car | 2018-07-11 | 2018-07-11 |
| 9 | 5718.0 | A00003637 | 14028 | 12 | 1169 | A | 2017 | 9 | 1 | 1 | car | 2017-09-01 | 2017-09-01 |
| 10 | 6064.0 | A00005215 | 14628 | 12 | 1219 | A | 2014 | 8 | 4 | 1 | car | 2014-08-04 | 2014-08-04 |
| 11 | 5897.0 | A00004476 | 15192 | 24 | 633 | A | 2016 | 9 | 25 | 1 | car | 2016-09-25 | 2016-09-25 |
| 12 | 5599.0 | A00003064 | 15420 | 12 | 1285 | A | 2015 | 3 | 21 | 18 | car | 2015-03-21 | 2015-03-21 |
| 13 | 6852.0 | A00009140 | 16032 | 48 | 334 | C | 2018 | 11 | 10 | 1 | car | 2018-11-10 | 2018-11-10 |
| 14 | 6377.0 | A00006792 | 17184 | 12 | 1432 | A | 2017 | 3 | 17 | 1 | debt_consolidation | 2017-03-17 | 2017-03-17 |
| 15 | 6297.0 | A00006363 | 17508 | 12 | 1459 | A | 2014 | 10 | 25 | 1 | car | 2014-10-25 | 2014-10-25 |
| 16 | 5463.0 | A00002413 | 17952 | 12 | 1496 | C | 2018 | 10 | 6 | 59 | car | 2018-10-06 | 2018-10-06 |
| 17 | 6942.0 | A00009513 | 18324 | 12 | 1527 | A | 2017 | 7 | 16 | 1 | car | 2017-07-16 | 2017-07-16 |
| 18 | 5740.0 | A00003752 | 18564 | 12 | 1547 | A | 2015 | 4 | 2 | 1 | debt_consolidation | 2015-04-02 | 2015-04-02 |
| 19 | 7230.0 | A00010954 | 18720 | 60 | 312 | C | 2017 | 4 | 2 | 1 | car | 2017-04-02 | 2017-04-02 |
| 20 | 7034.0 | A00010001 | 19044 | 36 | 529 | C | 2016 | 7 | 11 | 1 | car | 2016-07-11 | 2016-07-11 |
| 21 | 5651.0 | A00003329 | 19248 | 12 | 1604 | A | 2017 | 12 | 8 | 59 | car | 2017-12-08 | 2017-12-08 |
| 22 | 5429.0 | A00002268 | 20196 | 36 | 561 | C | 2016 | 7 | 18 | 59 | car | 2016-07-18 | 2016-07-18 |
| 23 | 5922.0 | A00004580 | 20220 | 12 | 1685 | A | 2015 | 8 | 5 | 1 | car | 2015-08-05 | 2015-08-05 |
| 24 | 6043.0 | A00005126 | 20352 | 48 | 424 | C | 2016 | 1 | 11 | 1 | debt_consolidation | 2016-01-11 | 2016-01-11 |
| 25 | 6591.0 | A00007819 | 20832 | 48 | 434 | C | 2015 | 2 | 2 | 1 | car | 2015-02-02 | 2015-02-02 |
| 26 | 6721.0 | A00008475 | 21072 | 24 | 878 | A | 2014 | 1 | 21 | 1 | car | 2014-01-21 | 2014-01-21 |
| 27 | 5980.0 | A00004825 | 21396 | 12 | 1783 | A | 2015 | 8 | 18 | 1 | car | 2015-08-18 | 2015-08-18 |
| 28 | 6600.0 | A00007861 | 21852 | 36 | 607 | A | 2015 | 10 | 8 | 1 | car | 2015-10-08 | 2015-10-08 |
| 29 | 7121.0 | A00010364 | 21924 | 36 | 609 | A | 2013 | 11 | 10 | 1 | debt_consolidation | 2013-11-10 | 2013-11-10 |
| 30 | 7072.0 | A00010148 | 22104 | 12 | 1842 | C | 2018 | 1 | 27 | 1 | debt_consolidation | 2018-01-27 | 2018-01-27 |
| 31 | 5147.0 | A00000938 | 22260 | 60 | 371 | C | 2018 | 5 | 21 | 64 | debt_consolidation | 2018-05-21 | 2018-05-21 |
| 32 | 6052.0 | A00005164 | 22356 | 36 | 621 | C | 2018 | 3 | 23 | 1 | car | 2018-03-23 | 2018-03-23 |
| 33 | 5382.0 | A00002134 | 22932 | 36 | 637 | C | 2017 | 3 | 17 | 59 | car | 2017-03-17 | 2017-03-17 |
| 34 | 6354.0 | A00006688 | 22968 | 36 | 638 | C | 2016 | 10 | 23 | 1 | car | 2016-10-23 | 2016-10-23 |
| 35 | 5754.0 | A00003834 | 23052 | 12 | 1921 | A | 2014 | 9 | 28 | 1 | home_improvement | 2014-09-28 | 2014-09-28 |
| 36 | 6878.0 | A00009242 | 23184 | 12 | 1932 | A | 2017 | 1 | 24 | 1 | debt_consolidation | 2017-01-24 | 2017-01-24 |
| 37 | 5384.0 | A00002142 | 23328 | 12 | 1944 | C | 2018 | 3 | 7 | 59 | car | 2018-03-07 | 2018-03-07 |
| 38 | 7139.0 | A00010445 | 23412 | 12 | 1951 | C | 2018 | 1 | 22 | 1 | debt_consolidation | 2018-01-22 | 2018-01-22 |
| 39 | 5229.0 | A00001329 | 23520 | 12 | 1960 | A | 2017 | 9 | 6 | 64 | home_improvement | 2017-09-06 | 2017-09-06 |
| 40 | 5723.0 | A00003674 | 23628 | 12 | 1969 | A | 2014 | 9 | 10 | 1 | debt_consolidation | 2014-09-10 | 2014-09-10 |
| 41 | 7187.0 | A00010711 | 24180 | 60 | 403 | C | 2017 | 12 | 24 | 1 | car | 2017-12-24 | 2017-12-24 |
| 42 | 5130.0 | A00000813 | 24312 | 12 | 2026 | A | 2014 | 5 | 11 | 64 | debt_consolidation | 2014-05-11 | 2014-05-11 |
| 43 | 5479.0 | A00002486 | 24516 | 12 | 2043 | A | 2014 | 1 | 10 | 59 | home_improvement | 2014-01-10 | 2014-01-10 |
| 44 | 5584.0 | A00002986 | 24792 | 24 | 1033 | C | 2017 | 12 | 6 | 18 | debt_consolidation | 2017-12-06 | 2017-12-06 |
| 45 | 6407.0 | A00006930 | 25944 | 24 | 1081 | A | 2014 | 5 | 26 | 1 | home_improvement | 2014-05-26 | 2014-05-26 |
| 46 | 6242.0 | A00006097 | 26208 | 36 | 728 | C | 2017 | 10 | 22 | 1 | debt_consolidation | 2017-10-22 | 2017-10-22 |
| 47 | 5005.0 | A00000176 | 27456 | 12 | 2288 | A | 2017 | 4 | 10 | 1 | debt_consolidation | 2017-04-10 | 2017-04-10 |
| 48 | 6578.0 | A00007765 | 27984 | 12 | 2332 | A | 2015 | 12 | 11 | 1 | debt_consolidation | 2015-12-11 | 2015-12-11 |
| 49 | 6227.0 | A00006030 | 28248 | 24 | 1177 | A | 2015 | 3 | 4 | 1 | debt_consolidation | 2015-03-04 | 2015-03-04 |
| 50 | 6865.0 | A00009199 | 29448 | 12 | 2454 | B | 2016 | 9 | 11 | 1 | debt_consolidation | 2016-09-11 | 2016-09-11 |
| 51 | 6676.0 | A00008159 | 29784 | 24 | 1241 | A | 2015 | 6 | 13 | 1 | debt_consolidation | 2015-06-13 | 2015-06-13 |
| 52 | 5620.0 | A00003161 | 30012 | 12 | 2501 | C | 2018 | 6 | 16 | 18 | home_improvement | 2018-06-16 | 2018-06-16 |
| 53 | 5311.0 | A00001766 | 30060 | 60 | 501 | C | 2016 | 6 | 15 | 64 | debt_consolidation | 2016-06-15 | 2016-06-15 |
| 54 | 6501.0 | A00007418 | 30276 | 12 | 2523 | B | 2016 | 4 | 29 | 1 | home_improvement | 2016-04-29 | 2016-04-29 |
| 55 | 4961.0 | A00000019 | 30276 | 12 | 2523 | B | 2016 | 4 | 29 | 1 | debt_consolidation | 2016-04-29 | 2016-04-29 |
| 56 | 6502.0 | A00007424 | 30276 | 12 | 2523 | A | 2017 | 12 | 8 | 1 | debt_consolidation | 2017-12-08 | 2017-12-08 |
| 57 | 4962.0 | A00000025 | 30276 | 12 | 2523 | A | 2017 | 12 | 8 | 1 | debt_consolidation | 2017-12-08 | 2017-12-08 |
| 58 | 7200.0 | A00010799 | 31140 | 60 | 519 | C | 2018 | 7 | 11 | 1 | debt_consolidation | 2018-07-11 | 2018-07-11 |
| 59 | 6185.0 | A00005774 | 31176 | 24 | 1299 | A | 2015 | 11 | 28 | 1 | debt_consolidation | 2015-11-28 | 2015-11-28 |
| 60 | 5576.0 | A00002962 | 31248 | 12 | 2604 | A | 2014 | 12 | 21 | 18 | debt_consolidation | 2014-12-21 | 2014-12-21 |
| 61 | 7110.0 | A00010345 | 31260 | 12 | 2605 | C | 2018 | 1 | 21 | 1 | home_improvement | 2018-01-21 | 2018-01-21 |
| 62 | 6970.0 | A00009677 | 31620 | 60 | 527 | C | 2017 | 6 | 17 | 1 | debt_consolidation | 2017-06-17 | 2017-06-17 |
| 63 | 6546.0 | A00007607 | 31728 | 24 | 1322 | A | 2015 | 3 | 27 | 1 | home_improvement | 2015-03-27 | 2015-03-27 |
| 64 | 6130.0 | A00005541 | 32640 | 48 | 680 | C | 2016 | 7 | 18 | 1 | debt_consolidation | 2016-07-18 | 2016-07-18 |
| 65 | 6758.0 | A00008742 | 33144 | 12 | 2762 | A | 2017 | 7 | 29 | 1 | debt_consolidation | 2017-07-29 | 2017-07-29 |
| 66 | 5932.0 | A00004626 | 33348 | 12 | 2779 | A | 2017 | 6 | 18 | 1 | debt_consolidation | 2017-06-18 | 2017-06-18 |
| 67 | 6764.0 | A00008776 | 33984 | 48 | 708 | C | 2015 | 8 | 26 | 1 | debt_consolidation | 2015-08-26 | 2015-08-26 |
| 68 | 6310.0 | A00006440 | 34572 | 12 | 2881 | A | 2017 | 6 | 17 | 1 | debt_consolidation | 2017-06-17 | 2017-06-17 |
| 69 | 6643.0 | A00008038 | 35856 | 24 | 1494 | C | 2018 | 1 | 18 | 1 | debt_consolidation | 2018-01-18 | 2018-01-18 |
| 70 | 5207.0 | A00001244 | 35904 | 48 | 748 | C | 2017 | 2 | 28 | 64 | home_improvement | 2017-02-28 | 2017-02-28 |
| 71 | 7008.0 | A00009897 | 36168 | 12 | 3014 | A | 2015 | 9 | 22 | 1 | debt_consolidation | 2015-09-22 | 2015-09-22 |
| 72 | 6682.0 | A00008225 | 36204 | 12 | 3017 | D | 2018 | 3 | 30 | 1 | home_improvement | 2018-03-30 | 2018-03-30 |
| 73 | 6929.0 | A00009472 | 36396 | 12 | 3033 | A | 2015 | 5 | 8 | 1 | debt_consolidation | 2015-05-08 | 2015-05-08 |
| 74 | 6306.0 | A00006425 | 36684 | 12 | 3057 | A | 2014 | 12 | 20 | 1 | debt_consolidation | 2014-12-20 | 2014-12-20 |
| 75 | 7096.0 | A00010257 | 37812 | 12 | 3151 | C | 2018 | 9 | 2 | 1 | home_improvement | 2018-09-02 | 2018-09-02 |
| 76 | 6362.0 | A00006738 | 37908 | 12 | 3159 | A | 2015 | 10 | 31 | 1 | debt_consolidation | 2015-10-31 | 2015-10-31 |
| 77 | 5332.0 | A00001869 | 37944 | 36 | 1054 | C | 2018 | 1 | 29 | 64 | home_improvement | 2018-01-29 | 2018-01-29 |
| 78 | 6820.0 | A00009034 | 38148 | 12 | 3179 | A | 2013 | 12 | 16 | 1 | debt_consolidation | 2013-12-16 | 2013-12-16 |
| 79 | 6321.0 | A00006505 | 38496 | 12 | 3208 | C | 2018 | 10 | 8 | 1 | home_improvement | 2018-10-08 | 2018-10-08 |
| 80 | 5358.0 | A00002018 | 38520 | 12 | 3210 | A | 2017 | 1 | 21 | 59 | debt_consolidation | 2017-01-21 | 2017-01-21 |
| 81 | 5634.0 | A00003229 | 39024 | 12 | 3252 | A | 2017 | 5 | 1 | 59 | home_improvement | 2017-05-01 | 2017-05-01 |
| 82 | 7294.0 | A00011327 | 39168 | 24 | 1632 | C | 2018 | 9 | 27 | 1 | debt_consolidation | 2018-09-27 | 2018-09-27 |
| 83 | 6888.0 | A00009265 | 39576 | 12 | 3298 | A | 2014 | 7 | 11 | 1 | home_improvement | 2014-07-11 | 2014-07-11 |
| 84 | 6887.0 | A00009263 | 39576 | 12 | 3298 | A | 2017 | 5 | 8 | 1 | debt_consolidation | 2017-05-08 | 2017-05-08 |
| 85 | 5665.0 | A00003390 | 40632 | 12 | 3386 | C | 2018 | 3 | 11 | 1 | home_improvement | 2018-03-11 | 2018-03-11 |
| 86 | 5582.0 | A00002982 | 41256 | 12 | 3438 | C | 2018 | 4 | 17 | 18 | debt_consolidation | 2018-04-17 | 2018-04-17 |
| 87 | 5808.0 | A00004099 | 41856 | 48 | 872 | C | 2017 | 7 | 31 | 1 | debt_consolidation | 2017-07-31 | 2017-07-31 |
| 88 | 6895.0 | A00009307 | 41904 | 12 | 3492 | A | 2014 | 9 | 19 | 1 | debt_consolidation | 2014-09-19 | 2014-09-19 |
| 89 | 6535.0 | A00007546 | 41952 | 12 | 3496 | A | 2015 | 11 | 2 | 1 | home_improvement | 2015-11-02 | 2015-11-02 |
| 90 | 5841.0 | A00004268 | 41988 | 12 | 3499 | C | 2018 | 11 | 4 | 1 | debt_consolidation | 2018-11-04 | 2018-11-04 |
| 91 | 6553.0 | A00007636 | 42384 | 12 | 3532 | C | 2018 | 1 | 26 | 1 | home_improvement | 2018-01-26 | 2018-01-26 |
| 92 | 5046.0 | A00000349 | 42816 | 12 | 3568 | C | 2018 | 9 | 9 | 70 | debt_consolidation | 2018-09-09 | 2018-09-09 |
| 93 | 6727.0 | A00008505 | 42840 | 12 | 3570 | A | 2017 | 12 | 10 | 1 | debt_consolidation | 2017-12-10 | 2017-12-10 |
| 94 | 6621.0 | A00007957 | 42900 | 12 | 3575 | A | 2017 | 6 | 14 | 1 | debt_consolidation | 2017-06-14 | 2017-06-14 |
| 95 | 6315.0 | A00006472 | 43164 | 12 | 3597 | A | 2015 | 2 | 6 | 1 | debt_consolidation | 2015-02-06 | 2015-02-06 |
| 96 | 5313.0 | A00001776 | 43200 | 24 | 1800 | C | 2018 | 5 | 27 | 64 | debt_consolidation | 2018-05-27 | 2018-05-27 |
| 97 | 5693.0 | A00003489 | 44088 | 24 | 1837 | A | 2015 | 8 | 1 | 1 | debt_consolidation | 2015-08-01 | 2015-08-01 |
| 98 | 7087.0 | A00010215 | 44304 | 24 | 1846 | C | 2017 | 2 | 20 | 1 | home_improvement | 2017-02-20 | 2017-02-20 |
| 99 | 6144.0 | A00005593 | 44376 | 12 | 3698 | A | 2016 | 8 | 9 | 1 | debt_consolidation | 2016-08-09 | 2016-08-09 |
stg_completedloan.sql (clean the table)
-- COCOON BLOCK START: PLEASE DO NOT MODIFY THIS BLOCK FOR SELF-MAINTENANCE
WITH
"completedloan_renamed" AS (
-- Rename: Renaming columns
-- amount -> loan_amount
-- duration -> loan_term_months
-- payments -> monthly_payment
-- status -> loan_status
-- year_ -> start_year
-- month_ -> start_month
-- day_ -> start_day
-- date_ -> loan_start_date
-- fulldate -> loan_start_fulldate
-- location -> location_code
-- purpose -> loan_purpose
SELECT
"loan_id",
"account_id",
"amount" AS "loan_amount",
"duration" AS "loan_term_months",
"payments" AS "monthly_payment",
"status" AS "loan_status",
"year_" AS "start_year",
"month_" AS "start_month",
"day_" AS "start_day",
"date_" AS "loan_start_date",
"fulldate" AS "loan_start_fulldate",
"location" AS "location_code",
"purpose" AS "loan_purpose"
FROM "completedloan"
),
"completedloan_renamed_casted" AS (
-- Column Type Casting:
-- loan_start_date: from VARCHAR to DATE
-- loan_start_fulldate: from VARCHAR to DATE
SELECT
"loan_id",
"account_id",
"loan_amount",
"loan_term_months",
"monthly_payment",
"loan_status",
"start_year",
"start_month",
"start_day",
"location_code",
"loan_purpose",
CAST("loan_start_date" AS DATE) AS "loan_start_date",
CAST("loan_start_fulldate" AS DATE) AS "loan_start_fulldate"
FROM "completedloan_renamed"
)
-- COCOON BLOCK END
SELECT * FROM "completedloan_renamed_casted"stg_completedloan.yml (Document the table)
version: 2
models:
- name: stg_completedloan
description: The table is about completed loans. It contains details of each loan
including the loan ID, account ID, amount, duration, payments, status, date information,
location, and purpose. Each row represents a single completed loan transaction.
The table includes both successfully repaid loans (status A) and loans with issues
(status C), primarily for car purchases.
columns:
- name: loan_id
description: Unique identifier for the loan
tests:
- not_null
- unique
cocoon_meta:
uniqueness: This column represents a unique identifier for each loan. For this
table, each row represents a single completed loan transaction. loan_id is
unique across rows as it's designed to be a specific identifier for each loan.
- name: account_id
description: Unique identifier for the account
tests:
- not_null
cocoon_meta:
patterns:
- regex: A\d{8}
summary: Account IDs starting with 'A' followed by 8 digits
- name: loan_amount
description: Total loan amount in currency units
tests:
- not_null
- name: loan_term_months
description: Loan term in months
tests:
- not_null
- name: monthly_payment
description: Monthly payment amount
tests:
- not_null
- name: loan_status
description: 'Loan status (A: successful, C: issues)'
tests:
- not_null
- accepted_values:
values:
- C
- A
- D
- B
- name: start_year
description: Year of loan initiation
tests:
- not_null
- name: start_month
description: Month of loan initiation
tests:
- not_null
- name: start_day
description: Day of the month for loan initiation
tests:
- not_null
- name: location_code
description: Location code for the loan
tests:
- not_null
- name: loan_purpose
description: Purpose of the loan
tests:
- not_null
- accepted_values:
values:
- home
- debt_consolidation
- home_improvement
- car
- business
- education
- medical
- vacation
- wedding
- major_purchase
- moving
- renewable_energy
- credit_card
- other
- name: loan_start_date
description: Date of loan initiation
tests:
- not_null
- name: loan_start_fulldate
description: Full date of loan initiation
tests:
- not_null
stg_completeddistrict (first 100 rows)
| district_id | city | state_name | state_abbreviation | census_region | census_division | |
|---|---|---|---|---|---|---|
| 0 | 1 | New York City | New York | NY | Northeast | Middle Atlantic |
| 1 | 2 | Jacksonville | Florida | FL | South | South Atlantic |
| 2 | 3 | Columbus | Ohio | OH | Midwest | East North Central |
| 3 | 4 | Charlotte | North Carolina | NC | South | South Atlantic |
| 4 | 5 | Indianapolis | Indiana | IN | Northeast | East North Central |
| 5 | 6 | Seattle | Washington | WA | West | Pacific |
| 6 | 7 | Denver | Colorado | CO | West | Mountain |
| 7 | 8 | Washington | District of Columbia | DC | South | South Atlantic |
| 8 | 9 | Boston | Massachusetts | MA | Northeast | New England |
| 9 | 10 | Detroit | Michigan | MI | Midwest | East North Central |
| 10 | 11 | Nashville | Tennessee | TN | South | East South Central |
| 11 | 12 | Portland | Oregon | OR | West | Pacific |
| 12 | 13 | Oklahoma City | Oklahoma | OK | South | West South Central |
| 13 | 14 | Las Vegas | Nevada | NV | West | Mountain |
| 14 | 15 | Louisville | Kentucky | KY | South | East South Central |
| 15 | 16 | Baltimore | Maryland | MD | South | South Atlantic |
| 16 | 17 | Milwaukee | Wisconsin | WI | Midwest | East North Central |
| 17 | 18 | Albuquerque | New Mexico | NM | West | Mountain |
| 18 | 19 | Atlanta | Georgia | GA | South | South Atlantic |
| 19 | 20 | Kansas City | Missouri | MO | Midwest | West North Central |
| 20 | 21 | Omaha | Nebraska | NE | Midwest | West North Central |
| 21 | 22 | Virginia Beach | Virginia | VA | South | South Atlantic |
| 22 | 23 | Minneapolis | Minnesota | MN | Midwest | West North Central |
| 23 | 24 | New Orleans | Louisiana | LA | South | West South Central |
| 24 | 25 | Wichita | Kansas | KS | Midwest | West North Central |
| 25 | 26 | Honolulu | Hawaii | HI | West | Pacific |
| 26 | 27 | San Antonio | Texas | TX | South | West South Central |
| 27 | 28 | Anchorage | Alaska | AK | West | Pacific |
| 28 | 29 | Newark | New Jersey | NJ | Northeast | Middle Atlantic |
| 29 | 30 | Boise | Idaho | ID | West | Mountain |
| 30 | 31 | Des Moines | Iowa | IA | Midwest | West North Central |
| 31 | 32 | Birmingham | Alabama | AL | South | East South Central |
| 32 | 33 | Salt Lake City | Utah | UT | West | Mountain |
| 33 | 34 | Little Rock | Arkansas | AR | South | West South Central |
| 34 | 35 | Sioux Falls | South Dakota | SD | Midwest | West North Central |
| 35 | 36 | Providence | Rhode Island | RI | Northeast | New England |
| 36 | 37 | Jackson | Mississippi | MS | South | East South Central |
| 37 | 38 | Bridgeport | Connecticut | CT | Northeast | New England |
| 38 | 39 | Charleston | South Carolina | SC | South | South Atlantic |
| 39 | 40 | Fargo | North Dakota | ND | Midwest | West North Central |
| 40 | 41 | Manchester | New Hampshire | NH | Northeast | New England |
| 41 | 42 | Billings | Montana | MT | West | Mountain |
| 42 | 43 | Wilmington | Delaware | DE | South | South Atlantic |
| 43 | 44 | Portland | Maine | ME | Northeast | New England |
| 44 | 45 | Cheyenne | Wyoming | WY | West | Mountain |
| 45 | 46 | San Diego | California | CA | West | Pacific |
| 46 | 47 | Charleston | West Virginia | WV | South | South Atlantic |
| 47 | 48 | Worcester | Massachusetts | MA | Northeast | New England |
| 48 | 49 | Burlington | Vermont | VT | Northeast | New England |
| 49 | 50 | Buffalo | New York | NY | Northeast | Middle Atlantic |
| 50 | 51 | Springfield | Massachusetts | MA | Northeast | New England |
| 51 | 52 | New Haven | Connecticut | CT | Northeast | New England |
| 52 | 53 | Hartford | Connecticut | CT | Northeast | New England |
| 53 | 54 | Houston | Texas | TX | South | West South Central |
| 54 | 55 | Lowell | Massachusetts | MA | Northeast | New England |
| 55 | 56 | Cambridge | Massachusetts | MA | Northeast | New England |
| 56 | 57 | New Bedford | Massachusetts | MA | Northeast | New England |
| 57 | 58 | Brockton | Massachusetts | MA | Northeast | New England |
| 58 | 59 | Quincy | Massachusetts | MA | Northeast | New England |
| 59 | 60 | Lynn | Massachusetts | MA | Northeast | New England |
| 60 | 61 | Fall River | Massachusetts | MA | Northeast | New England |
| 61 | 62 | Nashua | New Hampshire | NH | Northeast | New England |
| 62 | 63 | Norwalk | Connecticut | CT | Northeast | New England |
| 63 | 64 | Phoenix | Arizona | AZ | West | Mountain |
| 64 | 65 | Newton | Massachusetts | MA | Northeast | New England |
| 65 | 66 | Warwick | Rhode Island | RI | Northeast | New England |
| 66 | 67 | Danbury | Connecticut | CT | Northeast | New England |
| 67 | 68 | Cranston | Rhode Island | RI | Northeast | New England |
| 68 | 69 | Lawrence | Massachusetts | MA | Northeast | New England |
| 69 | 70 | Los Angeles | California | CA | West | Pacific |
| 70 | 71 | Somerville | Massachusetts | MA | Northeast | New England |
| 71 | 72 | Philadelphia | Pennsylvania | PA | Northeast | Middle Atlantic |
| 72 | 73 | New Britain | Connecticut | CT | Northeast | New England |
| 73 | 74 | Chicago | Illinois | IL | Northeast | East North Central |
| 74 | 75 | Rochester | New York | NY | Northeast | Middle Atlantic |
| 75 | 76 | Yonkers | New York | NY | Northeast | Middle Atlantic |
| 76 | 77 | Syracuse | New York | NY | Northeast | Middle Atlantic |
stg_completeddistrict.sql (clean the table)
-- COCOON BLOCK START: PLEASE DO NOT MODIFY THIS BLOCK FOR SELF-MAINTENANCE
WITH
"completeddistrict_renamed" AS (
-- Rename: Renaming columns
-- state_abbrev -> state_abbreviation
-- region -> census_region
-- division -> census_division
SELECT
"district_id",
"city",
"state_name",
"state_abbrev" AS "state_abbreviation",
"region" AS "census_region",
"division" AS "census_division"
FROM "completeddistrict"
)
-- COCOON BLOCK END
SELECT * FROM "completeddistrict_renamed"stg_completeddistrict.yml (Document the table)
version: 2
models:
- name: stg_completeddistrict
description: The table is about districts in the United States. It contains details
of each district, including its unique ID, city name, state name, state abbreviation,
region, and division. The table provides geographical and administrative information
for various locations across the country.
columns:
- name: district_id
description: Unique identifier for each district
tests:
- not_null
- unique
cocoon_meta:
uniqueness: This column represents a unique identifier for each district. For
this table, each row corresponds to a distinct district. The district_id is
designed to be unique across rows, ensuring that each district has a unique
identifier.
- name: city
description: Name of the primary city in the district
tests:
- not_null
- name: state_name
description: Full name of the state
tests:
- not_null
- name: state_abbreviation
description: Two-letter abbreviation of the state
tests:
- not_null
- name: census_region
description: Broader geographic area containing multiple divisions
tests:
- not_null
- accepted_values:
values:
- Northeast
- South
- West
- Midwest
- name: census_division
description: Geographic subdivision within a region
tests:
- not_null
- accepted_values:
values:
- New England
- South Atlantic
- Mountain
- Middle Atlantic
- West North Central
- Pacific
- East North Central
- West South Central
- East South Central
stg_completeddisposition (first 100 rows)
| disposition_id | client_id | account_id | relationship_type | |
|---|---|---|---|---|
| 0 | D00000001 | 1.0 | A00000001 | Owner |
| 1 | D00000002 | 2.0 | A00000002 | Owner |
| 2 | D00000003 | 3.0 | A00000002 | User |
| 3 | D00000004 | 4.0 | A00000003 | Owner |
| 4 | D00000005 | 5.0 | A00000003 | User |
| 5 | D00000006 | 6.0 | A00000004 | Owner |
| 6 | D00000007 | 7.0 | A00000005 | Owner |
| 7 | D00000008 | 8.0 | A00000006 | Owner |
| 8 | D00000009 | 9.0 | A00000007 | Owner |
| 9 | D00000010 | 10.0 | A00000008 | Owner |
| 10 | D00000011 | 11.0 | A00000008 | User |
| 11 | D00000012 | 12.0 | A00000009 | Owner |
| 12 | D00000013 | 13.0 | A00000010 | Owner |
| 13 | D00000014 | 14.0 | A00000011 | Owner |
| 14 | D00000015 | 15.0 | A00000012 | Owner |
| 15 | D00000016 | 16.0 | A00000012 | User |
| 16 | D00000017 | 17.0 | A00000013 | Owner |
| 17 | D00000018 | 18.0 | A00000013 | User |
| 18 | D00000019 | 19.0 | A00000014 | Owner |
| 19 | D00000020 | 20.0 | A00000015 | Owner |
| 20 | D00000021 | 21.0 | A00000016 | Owner |
| 21 | D00000022 | 22.0 | A00000017 | Owner |
| 22 | D00000023 | 23.0 | A00000017 | User |
| 23 | D00000024 | 24.0 | A00000018 | Owner |
| 24 | D00000025 | 25.0 | A00000019 | Owner |
| 25 | D00000026 | 26.0 | A00000020 | Owner |
| 26 | D00000027 | 27.0 | A00000021 | Owner |
| 27 | D00000028 | 28.0 | A00000022 | Owner |
| 28 | D00000029 | 29.0 | A00000023 | Owner |
| 29 | D00000030 | 30.0 | A00000024 | Owner |
| 30 | D00000031 | 31.0 | A00000025 | Owner |
| 31 | D00000032 | 32.0 | A00000026 | Owner |
| 32 | D00000033 | 33.0 | A00000027 | Owner |
| 33 | D00000036 | 36.0 | A00000029 | Owner |
| 34 | D00000037 | 37.0 | A00000029 | User |
| 35 | D00000038 | 38.0 | A00000030 | Owner |
| 36 | D00000039 | 39.0 | A00000031 | Owner |
| 37 | D00000040 | 40.0 | A00000032 | Owner |
| 38 | D00000041 | 41.0 | A00000033 | Owner |
| 39 | D00000042 | 42.0 | A00000034 | Owner |
| 40 | D00000043 | 43.0 | A00000035 | Owner |
| 41 | D00000044 | 44.0 | A00000036 | Owner |
| 42 | D00000045 | 45.0 | A00000037 | Owner |
| 43 | D00000046 | 46.0 | A00000038 | Owner |
| 44 | D00000047 | 47.0 | A00000039 | Owner |
| 45 | D00000048 | 48.0 | A00000040 | Owner |
| 46 | D00000049 | 49.0 | A00000041 | Owner |
| 47 | D00000050 | 50.0 | A00000042 | Owner |
| 48 | D00000051 | 51.0 | A00000043 | Owner |
| 49 | D00000052 | 52.0 | A00000044 | Owner |
| 50 | D00000053 | 53.0 | A00000045 | Owner |
| 51 | D00000055 | 55.0 | A00000047 | Owner |
| 52 | D00000056 | 56.0 | A00000048 | Owner |
| 53 | D00000057 | 57.0 | A00000048 | User |
| 54 | D00000058 | 58.0 | A00000049 | Owner |
| 55 | D00000059 | 59.0 | A00000050 | Owner |
| 56 | D00000060 | 60.0 | A00000051 | Owner |
| 57 | D00000061 | 61.0 | A00000052 | Owner |
| 58 | D00000062 | 62.0 | A00000053 | Owner |
| 59 | D00000063 | 63.0 | A00000054 | Owner |
| 60 | D00000064 | 64.0 | A00000055 | Owner |
| 61 | D00000065 | 65.0 | A00000056 | Owner |
| 62 | D00000066 | 66.0 | A00000057 | Owner |
| 63 | D00000067 | 67.0 | A00000058 | Owner |
| 64 | D00000068 | 68.0 | A00000059 | Owner |
| 65 | D00000070 | 70.0 | A00000061 | Owner |
| 66 | D00000071 | 71.0 | A00000061 | User |
| 67 | D00000072 | 72.0 | A00000062 | Owner |
| 68 | D00000073 | 73.0 | A00000063 | Owner |
| 69 | D00000074 | 74.0 | A00000063 | User |
| 70 | D00000075 | 75.0 | A00000064 | Owner |
| 71 | D00000076 | 76.0 | A00000065 | Owner |
| 72 | D00000077 | 77.0 | A00000066 | Owner |
| 73 | D00000078 | 78.0 | A00000067 | Owner |
| 74 | D00000079 | 79.0 | A00000068 | Owner |
| 75 | D00000080 | 80.0 | A00000069 | Owner |
| 76 | D00000081 | 81.0 | A00000070 | Owner |
| 77 | D00000082 | 82.0 | A00000070 | User |
| 78 | D00000083 | 83.0 | A00000071 | Owner |
| 79 | D00000084 | 84.0 | A00000071 | User |
| 80 | D00000085 | 85.0 | A00000072 | Owner |
| 81 | D00000086 | 86.0 | A00000072 | User |
| 82 | D00000087 | 87.0 | A00000073 | Owner |
| 83 | D00000089 | 89.0 | A00000075 | Owner |
| 84 | D00000090 | 90.0 | A00000076 | Owner |
| 85 | D00000091 | 91.0 | A00000077 | Owner |
| 86 | D00000092 | 92.0 | A00000078 | Owner |
| 87 | D00000093 | 93.0 | A00000079 | Owner |
| 88 | D00000094 | 94.0 | A00000080 | Owner |
| 89 | D00000095 | 95.0 | A00000080 | User |
| 90 | D00000096 | 96.0 | A00000081 | Owner |
| 91 | D00000097 | 97.0 | A00000082 | Owner |
| 92 | D00000098 | 98.0 | A00000083 | Owner |
| 93 | D00000099 | 99.0 | A00000083 | User |
| 94 | D00000100 | 100.0 | A00000084 | Owner |
| 95 | D00000101 | 101.0 | A00000085 | Owner |
| 96 | D00000102 | 102.0 | A00000086 | Owner |
| 97 | D00000103 | 103.0 | A00000086 | User |
| 98 | D00000105 | 105.0 | A00000088 | Owner |
| 99 | D00000106 | 106.0 | A00000089 | Owner |
stg_completeddisposition.sql (clean the table)
-- COCOON BLOCK START: PLEASE DO NOT MODIFY THIS BLOCK FOR SELF-MAINTENANCE
WITH
"completeddisposition_renamed" AS (
-- Rename: Renaming columns
-- disp_id -> disposition_id
-- type -> relationship_type
SELECT
"disp_id" AS "disposition_id",
"client_id",
"account_id",
"type" AS "relationship_type"
FROM "completeddisposition"
)
-- COCOON BLOCK END
SELECT * FROM "completeddisposition_renamed"stg_completeddisposition.yml (Document the table)
version: 2
models:
- name: stg_completeddisposition
description: The table is about completed dispositions. It shows the relationship
between clients and accounts. Each disposition has a unique ID. It links a client
to an account. The type field indicates whether the client is an owner or user
of the account. This table allows tracking of account ownership and access rights
for different clients.
columns:
- name: disposition_id
description: Unique identifier for each disposition
tests:
- not_null
- unique
cocoon_meta:
uniqueness: This column is a unique identifier for each disposition. For this
table, each row represents a distinct relationship between a client and an
account. The disposition_id is unique across rows, as it's described as a
"unique ID" in the table description.
patterns:
- regex: D\d{8}
summary: Disposition IDs starting with 'D' followed by 8 digits
- name: client_id
description: Unique identifier for each client
tests:
- not_null
- name: account_id
description: Unique identifier for each bank account
tests:
- not_null
cocoon_meta:
patterns:
- regex: A\d{8}
summary: Account IDs starting with 'A' followed by 8 digits
- name: relationship_type
description: Indicates whether client is account owner or user
tests:
- not_null
- accepted_values:
values:
- Owner
- User
stg_CRM_Call_Center_Logs (first 100 rows)
| complaint_id | client_id | caller_phone_number | vru_line | call_id | call_priority | call_type | call_outcome | agent_name | call_date | service_duration | service_end_time | service_start_time | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | CR2406263 | 4587.0 | 977-806-9726 | AA0103 | 34536.0 | 0.0 | NW | None | MICHAL | 2017-03-27 | 00:06:12 | 13:40:23 | 13:34:11 |
| 1 | CR2405641 | 3328.0 | 322-598-7152 | AA0205 | 34537.0 | 0.0 | PS | None | TOVA | 2017-03-27 | 00:17:48 | 11:16:10 | 10:58:22 |
| 2 | CR2405629 | 1685.0 | 508-311-5237 | AA0110 | 34538.0 | 2.0 | PS | None | YIFAT | 2017-03-27 | 00:12:37 | 13:13:31 | 13:00:54 |
| 3 | CR2400594 | 1945.0 | 265-394-2727 | AA0113 | 34540.0 | 2.0 | PS | None | AVNI | 2017-03-23 | 00:01:19 | 16:19:40 | 16:18:21 |
| 4 | CR2399607 | 4303.0 | 206-008-0460 | AA0102 | 34541.0 | 1.0 | PS | None | STEREN | 2017-03-22 | 00:06:57 | 14:55:19 | 14:48:22 |
| 5 | CR2398621 | 10209.0 | 617-060-9671 | AA0203 | 34542.0 | 0.0 | PS | None | ANAT | 2017-03-22 | 00:17:01 | 09:32:44 | 09:15:43 |
| 6 | CR2398447 | 4248.0 | 617-739-1926 | AA0203 | 34543.0 | 0.0 | PS | None | YIFAT | 2017-03-22 | 00:08:20 | 11:41:36 | 11:33:16 |
| 7 | CR2391104 | 375.0 | 508-906-6051 | AA0102 | 34553.0 | 2.0 | PS | None | TOVA | 2017-03-16 | 00:12:48 | 14:23:31 | 14:10:43 |
| 8 | CR2388840 | 2259.0 | 854-860-5683 | AA0204 | 34554.0 | 2.0 | PS | None | GILI | 2017-03-15 | 00:14:32 | 14:45:46 | 14:31:14 |
| 9 | CR2388580 | 3366.0 | 356-333-5984 | AA0201 | 34555.0 | 1.0 | PS | None | KAZAV | 2017-03-15 | 00:15:13 | 16:38:04 | 16:22:51 |
| 10 | CR2386079 | 9987.0 | 294-459-8475 | AA0103 | 34557.0 | 2.0 | NE | None | KAZAV | 2017-03-14 | 00:08:24 | 11:20:04 | 11:11:40 |
| 11 | CR2382372 | 1401.0 | 124-161-2235 | AA0201 | 34559.0 | 0.0 | PS | None | YITZ | 2017-03-10 | 00:00:58 | 10:34:01 | 10:33:03 |
| 12 | CR2376980 | 3545.0 | 472-217-3837 | AA0110 | 34560.0 | 2.0 | PS | None | DARMON | 2017-03-09 | 00:13:28 | 10:35:22 | 10:21:54 |
| 13 | CR2377263 | 4301.0 | 495-249-7895 | AA0215 | 34561.0 | 0.0 | PS | None | SHLOMO | 2017-03-08 | 00:07:22 | 10:45:56 | 10:38:34 |
| 14 | CR2378338 | 4528.0 | 463-191-1159 | AA0215 | 34562.0 | 0.0 | PS | None | MIKI | 2017-03-08 | 00:07:09 | 17:06:41 | 16:59:32 |
| 15 | CR2378433 | 1632.0 | 847-606-9704 | AA0202 | 34563.0 | 0.0 | PS | None | YIFAT | 2017-03-08 | 00:08:54 | 16:55:11 | 16:46:17 |
| 16 | CR2378816 | 3074.0 | 212-741-2757 | AA0101 | 34564.0 | 0.0 | NW | None | STEREN | 2017-03-08 | 00:05:05 | 09:38:21 | 09:33:16 |
| 17 | CR2376941 | 2354.0 | 212-022-5279 | AA0213 | 34565.0 | 0.0 | PS | None | GILI | 2017-03-08 | 00:16:09 | 13:29:31 | 13:13:22 |
| 18 | CR2374521 | 2508.0 | 909-238-3879 | AA0106 | 34566.0 | 0.0 | PS | None | MIKI | 2017-03-07 | 00:10:35 | 13:11:03 | 13:00:28 |
| 19 | CR2375008 | 4113.0 | 914-751-1865 | AA0204 | 34567.0 | 0.0 | NW | None | MICHAL | 2017-03-07 | 00:19:45 | 11:01:00 | 10:41:15 |
| 20 | CR2372694 | 4906.0 | 386-438-1635 | AA0104 | 34568.0 | 0.0 | PS | None | AVIDAN | 2017-03-06 | 00:19:53 | 11:51:46 | 11:31:53 |
| 21 | CR2373271 | 6366.0 | 817-770-7405 | AA0103 | 34569.0 | 0.0 | PS | None | AVIDAN | 2017-03-06 | 00:07:11 | 12:58:13 | 12:51:02 |
| 22 | CR2373496 | 4015.0 | 617-592-2307 | AA0109 | 34570.0 | 0.0 | PS | None | ZOHARI | 2017-03-06 | 00:00:00 | 13:37:53 | 13:37:53 |
| 23 | CR2374246 | 11804.0 | 893-107-7760 | AA0103 | 34571.0 | 2.0 | PS | None | SHLOMO | 2017-03-06 | 00:19:54 | 17:02:48 | 16:42:54 |
| 24 | CR2371358 | 4193.0 | 101-824-7809 | AA0115 | 34572.0 | 2.0 | PS | None | YIFAT | 2017-03-03 | 00:09:57 | 11:54:42 | 11:44:45 |
| 25 | CR2370069 | 13657.0 | 617-004-7243 | AA0110 | 34573.0 | 0.0 | NW | None | None | 2017-03-03 | 00:13:52 | 12:23:52 | 12:10:00 |
| 26 | CR2367546 | 1592.0 | 617-452-6384 | AA0109 | 34578.0 | 1.0 | PS | None | DORIT | 2017-03-01 | 00:02:01 | 15:08:37 | 15:06:36 |
| 27 | CR2364438 | 1950.0 | 678-731-5913 | AA0105 | 34580.0 | 0.0 | NW | None | AVNI | 2017-02-28 | 00:00:37 | 14:28:41 | 14:28:04 |
| 28 | CR2365383 | 4474.0 | 865-751-9494 | AA0204 | 34581.0 | 2.0 | PS | None | MIKI | 2017-02-28 | 00:17:53 | 14:41:59 | 14:24:06 |
| 29 | CR2363462 | 2806.0 | 508-791-3193 | AA0201 | 34584.0 | 2.0 | PS | None | AVNI | 2017-02-27 | 00:20:19 | 09:31:01 | 09:10:42 |
| 30 | CR2362129 | 11267.0 | 617-853-1807 | AA0113 | 34585.0 | 1.0 | PS | None | SHARON | 2017-02-27 | 00:05:45 | 14:52:48 | 14:47:03 |
| 31 | CR2360714 | 76.0 | 293-545-7588 | AA0104 | 34586.0 | 0.0 | NW | None | IDIT | 2017-02-24 | 00:06:00 | 11:55:21 | 11:49:21 |
| 32 | CR2357722 | 4541.0 | 401-778-6265 | AA0115 | 34587.0 | 1.0 | NW | None | SHLOMO | 2017-02-23 | 00:13:54 | 10:49:20 | 10:35:26 |
| 33 | CR2358198 | 3463.0 | 212-616-8813 | AA0106 | 34588.0 | 2.0 | PS | None | SHARON | 2017-02-23 | 00:16:20 | 15:14:29 | 14:58:09 |
| 34 | CR2355167 | 1029.0 | 212-333-2794 | AA0215 | 34589.0 | 0.0 | PS | None | BENSION | 2017-02-22 | 00:13:02 | 13:39:18 | 13:26:16 |
| 35 | CR2356522 | 2597.0 | 348-023-8834 | AA0214 | 34590.0 | 0.0 | PS | None | KAZAV | 2017-02-22 | 00:18:25 | 12:43:11 | 12:24:46 |
| 36 | CR2355552 | 7723.0 | 508-561-6860 | AA0214 | 34591.0 | 1.0 | PS | None | AVNI | 2017-02-22 | 00:11:52 | 13:47:54 | 13:36:02 |
| 37 | CR2356350 | 7127.0 | 456-256-2055 | AA0210 | 34592.0 | 0.0 | PS | None | TOVA | 2017-02-22 | 00:11:22 | 16:35:57 | 16:24:35 |
| 38 | CR2354272 | 446.0 | 505-839-7581 | AA0109 | 34595.0 | 0.0 | NW | None | MICHAL | 2017-02-21 | 00:05:24 | 16:46:23 | 16:40:59 |
| 39 | CR2354077 | 1753.0 | 781-292-5899 | AA0201 | 34596.0 | 0.0 | NW | None | MORIAH | 2017-02-21 | 00:12:58 | 11:59:02 | 11:46:04 |
| 40 | CR2353608 | 2480.0 | 161-776-5723 | AA0203 | 34597.0 | 0.0 | PS | None | TOVA | 2017-02-21 | 00:03:43 | 09:42:07 | 09:38:24 |
| 41 | CR2349304 | 2902.0 | 150-386-8887 | AA0204 | 34598.0 | 2.0 | PS | None | STEREN | 2017-02-17 | 00:20:35 | 14:51:46 | 14:31:11 |
| 42 | CR2347795 | 1122.0 | 298-650-1719 | AA0105 | 34599.0 | 1.0 | PS | None | GELBER | 2017-02-16 | 00:10:17 | 13:29:04 | 13:18:47 |
| 43 | CR2346999 | 1890.0 | 242-066-8207 | AA0115 | 34602.0 | 2.0 | PS | None | TOVA | 2017-02-15 | 00:05:01 | 16:59:12 | 16:54:11 |
| 44 | CR2344160 | 10828.0 | 212-376-3611 | AA0102 | 34603.0 | 0.0 | PS | None | YIFAT | 2017-02-14 | 00:01:12 | 11:38:06 | 11:36:54 |
| 45 | CR2343097 | 515.0 | 918-314-3728 | AA0102 | 34604.0 | 0.0 | NE | None | KAZAV | 2017-02-14 | 00:04:14 | 13:23:18 | 13:19:04 |
| 46 | CR2340997 | 3047.0 | 663-775-5494 | AA0201 | 34607.0 | 2.0 | PS | None | ANAT | 2017-02-13 | 00:15:16 | 14:42:56 | 14:27:40 |
| 47 | CR2341553 | 2578.0 | 914-297-7141 | AA0214 | 34608.0 | 0.0 | NW | None | TOVA | 2017-02-13 | 00:01:18 | 13:22:55 | 13:21:37 |
| 48 | CR2339177 | 2693.0 | 570-293-7736 | AA0109 | 34610.0 | 0.0 | PS | None | None | 2017-02-10 | 00:03:07 | 09:19:33 | 09:16:26 |
| 49 | CR2336561 | 9846.0 | 361-447-3343 | AA0203 | 34611.0 | 0.0 | NW | None | TOVA | 2017-02-09 | 00:03:55 | 15:47:13 | 15:43:18 |
| 50 | CR2336515 | 4735.0 | 799-709-6386 | AA0201 | 34612.0 | 1.0 | PS | None | TOVA | 2017-02-09 | 00:05:38 | 13:35:43 | 13:30:05 |
| 51 | CR2332670 | 10070.0 | 617-987-0617 | AA0214 | 34614.0 | 0.0 | PS | None | TOVA | 2017-02-07 | 00:02:01 | 13:07:11 | 13:05:10 |
| 52 | CR2330453 | 3907.0 | 197-430-7586 | AA0213 | 34615.0 | 0.0 | NE | None | GILI | 2017-02-06 | 00:03:25 | 10:46:42 | 10:43:17 |
| 53 | CR2330518 | 1408.0 | 238-765-9083 | AA0202 | 34616.0 | 0.0 | PS | None | KAZAV | 2017-02-06 | 00:14:28 | 13:59:06 | 13:44:38 |
| 54 | CR2324151 | 1013.0 | 894-336-4117 | AA0214 | 34618.0 | 1.0 | PS | None | STEREN | 2017-02-02 | 00:12:24 | 14:45:25 | 14:33:01 |
| 55 | CR2398401 | 486.0 | 478-749-3447 | AA0204 | 34544.0 | 0.0 | PS | None | TOVA | 2017-03-22 | 00:12:36 | 15:17:45 | 15:05:09 |
| 56 | CR2398768 | 2342.0 | 994-862-3218 | AA0101 | 34545.0 | 0.0 | NW | None | STEREN | 2017-03-22 | 00:00:46 | 10:19:57 | 10:19:11 |
| 57 | CR2397737 | 3730.0 | 617-161-9051 | AA0205 | 34546.0 | 0.0 | PS | None | YIFAT | 2017-03-21 | 00:06:02 | 10:53:13 | 10:47:11 |
| 58 | CR2398271 | 1891.0 | 953-476-9580 | AA0105 | 34547.0 | 0.0 | NW | None | MIKI | 2017-03-21 | 00:11:31 | 14:31:52 | 14:20:21 |
| 59 | CR2392378 | 3321.0 | 254-815-1076 | AA0106 | 34549.0 | 1.0 | PS | None | DORIT | 2017-03-17 | 00:03:42 | 09:03:53 | 09:00:11 |
| 60 | CR2392249 | 4218.0 | 508-495-9597 | AA0102 | 34550.0 | 0.0 | PS | None | AVNI | 2017-03-17 | 00:04:17 | 12:42:25 | 12:38:08 |
| 61 | CR2391330 | 4622.0 | 716-474-3082 | AA0214 | 34551.0 | 2.0 | PS | None | MORIAH | 2017-03-16 | 00:15:03 | 10:56:57 | 10:41:54 |
| 62 | CR2391051 | 4266.0 | 212-955-2224 | AA0103 | 34552.0 | 0.0 | NW | None | YIFAT | 2017-03-16 | 00:08:26 | 14:45:13 | 14:36:47 |
| 63 | CR2321678 | 3791.0 | 356-349-1063 | AA0209 | 34619.0 | 2.0 | PS | None | MORIAH | 2017-02-02 | 00:04:07 | 14:08:05 | 14:03:58 |
| 64 | CR2325187 | 1628.0 | 504-968-6745 | AA0113 | 34620.0 | 0.0 | NE | None | ELI | 2017-02-02 | 00:18:28 | 14:29:46 | 14:11:18 |
| 65 | CR2317826 | 1248.0 | 940-007-9030 | AA0213 | 34622.0 | 0.0 | PS | None | BASCH | 2017-01-30 | 00:10:27 | 12:05:28 | 11:55:01 |
| 66 | CR2317569 | 3475.0 | 924-456-1095 | AA0107 | 34623.0 | 2.0 | TT | None | None | 2017-01-30 | 00:15:23 | 10:36:00 | 10:20:37 |
| 67 | CR2317933 | 2151.0 | 508-174-5751 | AA0206 | 34624.0 | 2.0 | PS | None | ANAT | 2017-01-30 | 00:10:06 | 11:42:47 | 11:32:41 |
| 68 | CR2314643 | 1797.0 | 312-349-2628 | AA0101 | 34626.0 | 0.0 | PS | None | DORIT | 2017-01-27 | 00:13:13 | 13:20:57 | 13:07:44 |
| 69 | CR2314736 | 2226.0 | 312-080-0390 | AA0105 | 34628.0 | 0.0 | PS | None | SHARON | 2017-01-27 | 00:05:16 | 11:05:56 | 11:00:40 |
| 70 | CR2315474 | 3875.0 | 212-994-8696 | AA0209 | 34629.0 | 2.0 | PS | None | YITZ | 2017-01-27 | 00:00:07 | 10:48:45 | 10:48:38 |
| 71 | CR2310722 | 3657.0 | 248-634-7803 | AA0205 | 34630.0 | 2.0 | PS | None | MIKI | 2017-01-25 | 00:19:21 | 14:47:31 | 14:28:10 |
| 72 | CR2311288 | 11147.0 | 265-012-6222 | AA0110 | 34631.0 | 2.0 | PS | None | MIKI | 2017-01-25 | 00:00:44 | 13:59:01 | 13:58:17 |
| 73 | CR2310354 | 232.0 | 854-444-6236 | AA0109 | 34632.0 | 2.0 | PS | None | SHARON | 2017-01-25 | 00:14:10 | 14:20:38 | 14:06:28 |
| 74 | CR2308539 | 2503.0 | 281-754-2076 | AA0104 | 34633.0 | 2.0 | PS | None | MORIAH | 2017-01-24 | 00:18:12 | 12:16:03 | 11:57:51 |
| 75 | CR2305383 | 146.0 | 917-678-2836 | AA0103 | 34634.0 | 2.0 | PS | None | AVNI | 2017-01-24 | 00:06:25 | 11:30:51 | 11:24:26 |
| 76 | CR2305857 | 110.0 | 634-013-0057 | AA0102 | 34635.0 | 2.0 | PS | None | DARMON | 2017-01-23 | 00:07:22 | 10:25:12 | 10:17:50 |
| 77 | CR2301475 | 2268.0 | 910-018-0049 | AA0214 | 34636.0 | 2.0 | PS | None | MIKI | 2017-01-20 | 00:03:02 | 12:17:58 | 12:14:56 |
| 78 | CR2301210 | 4258.0 | 547-226-1341 | AA0206 | 34637.0 | 1.0 | PS | None | ANAT | 2017-01-20 | 00:19:36 | 15:25:31 | 15:05:55 |
| 79 | CR2301127 | 8489.0 | 585-787-6851 | AA0203 | 34639.0 | 0.0 | PS | None | TOVA | 2017-01-20 | 00:13:43 | 16:43:15 | 16:29:32 |
| 80 | CR2298291 | 3258.0 | 711-170-3148 | AA0103 | 34640.0 | 2.0 | PS | None | SHARON | 2017-01-19 | 00:00:51 | 12:39:12 | 12:38:21 |
| 81 | CR2294240 | 917.0 | 857-625-6519 | AA0206 | 34642.0 | 0.0 | PS | None | DARMON | 2017-01-18 | 00:20:17 | 15:36:24 | 15:16:07 |
| 82 | CR2292024 | 3067.0 | 508-728-2172 | AA0204 | 34643.0 | 1.0 | PS | None | YITZ | 2017-01-18 | 00:05:36 | 13:26:26 | 13:20:50 |
| 83 | CR2293938 | 3467.0 | 212-985-4873 | AA0215 | 34644.0 | 0.0 | PS | None | MORIAH | 2017-01-18 | 00:09:33 | 15:51:52 | 15:42:19 |
| 84 | CR2288912 | 3348.0 | 346-192-7574 | AA0213 | 34646.0 | 0.0 | NW | None | YIFAT | 2017-01-13 | 00:16:00 | 10:12:22 | 09:56:22 |
| 85 | CR2289056 | 2981.0 | 944-944-0200 | AA0103 | 34647.0 | 0.0 | PS | None | MORIAH | 2017-01-13 | 00:19:16 | 14:36:07 | 14:16:51 |
| 86 | CR2285660 | 2906.0 | 461-185-8491 | AA0206 | 34648.0 | 0.0 | PS | None | AVIDAN | 2017-01-11 | 00:13:41 | 12:38:37 | 12:24:56 |
| 87 | CR2283299 | 287.0 | 716-179-4777 | AA0109 | 34649.0 | 0.0 | NW | None | TOVA | 2017-01-10 | 00:06:56 | 15:49:43 | 15:42:47 |
| 88 | CR2283645 | 1394.0 | 674-781-6659 | AA0205 | 34650.0 | 0.0 | NW | None | YITZ | 2017-01-10 | 00:16:39 | 13:50:25 | 13:33:46 |
| 89 | CR2282295 | 2786.0 | 671-085-3435 | AA0111 | 34651.0 | 0.0 | TT | None | BASCH | 2017-01-10 | 00:20:32 | 11:40:31 | 11:19:59 |
| 90 | CR2281138 | 1199.0 | 644-160-4985 | AA0215 | 34652.0 | 0.0 | NW | None | MIKI | 2017-01-09 | 00:14:39 | 15:51:58 | 15:37:19 |
| 91 | CR2275944 | 3782.0 | 212-522-4265 | AA0106 | 34653.0 | 0.0 | PS | None | BENSION | 2017-01-06 | 00:16:47 | 09:38:30 | 09:21:43 |
| 92 | CR2279164 | 3909.0 | 459-262-9261 | AA0115 | 34654.0 | 0.0 | PS | None | GILI | 2017-01-06 | 00:03:26 | 10:42:02 | 10:38:36 |
| 93 | CR2279262 | 4514.0 | 617-286-0356 | AA0108 | 34655.0 | 0.0 | TT | None | STEREN | 2017-01-06 | 00:09:30 | 16:18:02 | 16:08:32 |
| 94 | CR2273074 | 1529.0 | 184-946-5589 | AA0204 | 34656.0 | 0.0 | PS | None | AVNI | 2017-01-03 | 00:00:48 | 13:13:46 | 13:12:58 |
| 95 | CR2272555 | 4275.0 | 411-416-0778 | AA0209 | 34657.0 | 0.0 | PS | None | SHARON | 2017-01-03 | 00:08:25 | 14:49:22 | 14:40:57 |
| 96 | CR2272801 | 2430.0 | 996-964-9510 | AA0215 | 34658.0 | 0.0 | NW | None | STEREN | 2017-01-03 | 00:13:35 | 17:08:11 | 16:54:36 |
| 97 | CR2267388 | 1121.0 | 617-927-2995 | AA0110 | 34659.0 | 0.0 | PS | None | YIFAT | 2016-12-28 | 00:07:55 | 11:42:41 | 11:34:46 |
| 98 | CR2264142 | 1434.0 | 946-732-1068 | AA0101 | 34662.0 | 0.0 | PS | None | YIFAT | 2016-12-27 | 00:10:14 | 13:27:12 | 13:16:58 |
| 99 | CR2264909 | 5325.0 | 755-055-9989 | AA0110 | 34663.0 | 2.0 | NE | None | IDIT | 2016-12-27 | 00:10:39 | 16:52:04 | 16:41:25 |
stg_CRM_Call_Center_Logs.sql (clean the table)
-- COCOON BLOCK START: PLEASE DO NOT MODIFY THIS BLOCK FOR SELF-MAINTENANCE
WITH
"CRM_Call_Center_Logs_renamed" AS (
-- Rename: Renaming columns
-- date_received -> call_date
-- rand_client -> client_id
-- phonefinal -> caller_phone_number
-- priority -> call_priority
-- type -> call_type
-- outcome -> call_outcome
-- server -> agent_name
-- ser_start -> service_start_time
-- ser_exit -> service_end_time
-- ser_time -> service_duration
SELECT
"date_received" AS "call_date",
"complaint_id",
"rand_client" AS "client_id",
"phonefinal" AS "caller_phone_number",
"vru_line",
"call_id",
"priority" AS "call_priority",
"type" AS "call_type",
"outcome" AS "call_outcome",
"server" AS "agent_name",
"ser_start" AS "service_start_time",
"ser_exit" AS "service_end_time",
"ser_time" AS "service_duration"
FROM "CRM_Call_Center_Logs"
),
"CRM_Call_Center_Logs_renamed_cleaned" AS (
-- Clean unusual string values:
-- call_outcome: The problem is that 'AGENT' being the only value in the call_outcome column is unusual and likely incorrect. Call outcomes typically have multiple possibilities such as 'Answered', 'Voicemail', 'Busy', 'No Answer', etc. The 'AGENT' value seems to be a placeholder or default value that was incorrectly used for all entries. Without more context or data about the actual outcomes of the calls, it's not possible to map this to correct values. The most appropriate action would be to mark this data as unknown or missing.
-- agent_name: The problem is that 'NO_SERVER' is an unusual value in a column of personal names. It appears to be a system-related value rather than a person's name. All other values follow the pattern of being personal names, either first names or surnames. The correct values should all be personal names, and 'NO_SERVER' should be handled differently as it likely indicates a missing or unavailable agent.
SELECT
"call_date",
"complaint_id",
"client_id",
"caller_phone_number",
"vru_line",
"call_id",
"call_priority",
"call_type",
CASE
WHEN "call_outcome" = 'AGENT' THEN NULL
ELSE "call_outcome"
END AS "call_outcome",
CASE
WHEN "agent_name" = 'NO_SERVER' THEN NULL
ELSE "agent_name"
END AS "agent_name",
"service_start_time",
"service_end_time",
"service_duration"
FROM "CRM_Call_Center_Logs_renamed"
),
"CRM_Call_Center_Logs_renamed_cleaned_casted" AS (
-- Column Type Casting:
-- call_date: from VARCHAR to DATE
-- service_duration: from VARCHAR to TIME
-- service_end_time: from VARCHAR to TIME
-- service_start_time: from VARCHAR to TIME
SELECT
"complaint_id",
"client_id",
"caller_phone_number",
"vru_line",
"call_id",
"call_priority",
"call_type",
"call_outcome",
"agent_name",
CAST("call_date" AS DATE) AS "call_date",
CAST("service_duration" AS TIME) AS "service_duration",
CAST("service_end_time" AS TIME) AS "service_end_time",
CAST("service_start_time" AS TIME) AS "service_start_time"
FROM "CRM_Call_Center_Logs_renamed_cleaned"
)
-- COCOON BLOCK END
SELECT * FROM "CRM_Call_Center_Logs_renamed_cleaned_casted"stg_CRM_Call_Center_Logs.yml (Document the table)
version: 2
models:
- name: stg_CRM_Call_Center_Logs
description: The table is about call center logs. It contains details of customer
complaints received. Each row represents a single call. It includes information
like date, complaint ID, client ID, phone number, priority, call type, outcome,
server name, and service time. The table tracks various aspects of each call from
start to finish.
columns:
- name: complaint_id
description: Unique identifier for each complaint
tests:
- not_null
- unique
cocoon_meta:
uniqueness: This column represents a unique identifier for each complaint. For
this table, each row is for a single call/complaint. complaint_id appears
to be unique across rows.
patterns:
- regex: CR\d{7}
summary: Complaint IDs starting with 'CR' followed by 7 digits
- name: client_id
description: Random identifier for the client
tests:
- not_null
- name: caller_phone_number
description: Phone number of the caller
tests:
- not_null
cocoon_meta:
patterns:
- regex: \d{3}-\d{3}-\d{4}
summary: Phone numbers in the format of XXX-XXX-XXXX where X is a digit
- name: vru_line
description: VRU line identifier
tests:
- not_null
- name: call_id
description: Unique identifier for each call
tests:
- not_null
- unique
cocoon_meta:
uniqueness: This column represents a unique identifier for each call. For this
table, each row is for a single call/complaint. call_id appears to be unique
across rows.
- name: call_priority
description: Priority level of the call
tests:
- not_null
- name: call_type
description: Type of call or service
tests:
- not_null
- name: call_outcome
description: Result of the call (e.g., AGENT)
cocoon_meta:
missing_acceptable: Call may still be in progress or not yet resolved.
- name: agent_name
description: Name of the agent handling the call
tests:
- not_null
- name: call_date
description: Date when the call was received
tests:
- not_null
- name: service_duration
description: Duration of the service
tests:
- not_null
- name: service_end_time
description: Time when the service ended
tests:
- not_null
- name: service_start_time
description: Time when the service started
tests:
- not_null
stg_completedclient (first 100 rows)
| client_id | gender | birth_day | birth_month | birth_year | age | ssn | first_name | middle_name | last_name | phone_number | street_address | address_line_2 | city | state | district_id | birth_date | full_birth_date | zip_code | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | C00000001 | Female | 13 | 12 | 1990 | 29 | 926-93-2157 | Emma | Avaya | Smith | 367-171-6840 | emma.smith@gmail.com | 387 Wellington Ave. | Unit 1 | Albuquerque | NM | 18 | 1990-12-13 | 1990-12-13 | 47246 |
| 1 | C00000002 | Male | 4 | 2 | 1965 | 54 | 806-94-5725 | Noah | Everest | Thompson | 212-423-7734 | noah.thompson@gmail.com | 75 W. Berkshire St. | None | New York City | NY | 1 | 1965-02-04 | 1965-02-04 | 10040 |
| 2 | C00000003 | Female | 9 | 10 | 1960 | 59 | 614-70-9100 | Olivia | Brooklynne | Johnson | 212-425-6932 | olivia.johnson@outlook.com | 36 Second St. | None | New York City | NY | 1 | 1960-10-09 | 1960-10-09 | 10162 |
| 3 | C00000004 | Male | 1 | 12 | 1976 | 43 | 580-20-3414 | Liam | Irvin | White | 951-567-8925 | liam.white@gmail.com | 7607 Sunnyslope Street | None | Indianapolis | IN | 5 | 1976-12-01 | 1976-12-01 | 49047 |
| 4 | C00000005 | Female | 3 | 7 | 1980 | 39 | 536-14-5809 | Sophia | Danae | Williams | 428-265-1568 | sophia.williams@gmail.com | 755 Galvin Street | None | Indianapolis | IN | 5 | 1980-07-03 | 1980-07-03 | 40852 |
| 5 | C00000006 | Male | 22 | 9 | 1939 | 80 | 430-17-5825 | Mason | Javen | Lopez | 813-629-5038 | mason.lopez7@gmail.com | 8266 Arnold Drive | Unit 6 | Portland | OR | 12 | 1939-09-22 | 1939-09-22 | 44987 |
| 6 | C00000007 | Male | 25 | 1 | 1949 | 71 | 305-80-4254 | Jacob | Khai | Lee | 836-845-8120 | jacob.lee7@gmail.com | 827 N. Green Lake Court | None | Louisville | KY | 15 | 1949-01-25 | 1949-01-25 | 44359 |
| 7 | C00000008 | Female | 21 | 2 | 1958 | 61 | 425-96-6358 | Ava | Eliora | Brown | 413-444-9280 | ava.brown8@gmail.com | 817 Joy Ridge Dr. | None | Springfield | MA | 51 | 1958-02-21 | 1958-02-21 | 1101 |
| 8 | C00000009 | Male | 16 | 10 | 1955 | 64 | 832-31-7252 | William | Marek | Gonzalez | 781-995-6192 | william.marek.gonzalez@gmail.com | 68 Carriage Road | None | Lynn | MA | 60 | 1955-10-16 | 1955-10-16 | 1901 |
| 9 | C00000010 | Male | 1 | 5 | 1963 | 56 | 295-22-6122 | Ethan | Veer | Harris | 508-902-5510 | ethan.harris9@gmail.com | 754 Grandrose St. | None | New Bedford | MA | 57 | 1963-05-01 | 1963-05-01 | 2740 |
| 10 | C00000011 | Female | 22 | 8 | 1970 | 49 | 666-36-2990 | Isabella | Haidyn | Jones | 508-688-6461 | isabella.jones@hotmail.com | 873 Randall Mill Dr. | None | New Bedford | MA | 57 | 1970-08-22 | 1970-08-22 | 2741 |
| 11 | C00000012 | Male | 20 | 2 | 2001 | 18 | 771-44-3992 | James | Amauri | Clark | 431-869-3807 | james.clark9@gmail.com | 275 Fairground Drive | None | Fargo | ND | 40 | 2001-02-20 | 2001-02-20 | 42009 |
| 12 | C00000013 | Female | 29 | 5 | 1994 | 25 | 618-33-8801 | Mia | Hawa | Miller | 840-168-6970 | mia.miller@gmail.com | 7429 Linden Drive | None | Houston | TX | 54 | 1994-05-29 | 1994-05-29 | 47052 |
| 13 | C00000014 | Female | 22 | 6 | 1962 | 57 | 806-78-2944 | Abigail | Inaaya | Davis | 914-018-0811 | abigail.davis5@gmail.com | 708 Oak Valley St. | None | Yonkers | NY | 76 | 1962-06-22 | 1962-06-22 | 10701 |
| 14 | C00000015 | Female | 28 | 8 | 1938 | 81 | 711-78-2371 | Emily | Joann | Garcia | 556-415-7930 | emily.garcia43@outlook.com | 30 Brown St. | None | Omaha | NE | 21 | 1938-08-28 | 1938-08-28 | 49180 |
| 15 | C00000016 | Male | 25 | 2 | 1939 | 80 | 923-11-6562 | Alexander | Bronx | Lewis | 760-882-7015 | alexander.lewis3@gmail.com | 734 Bay Meadows Street | Unit 80 | Omaha | NE | 21 | 1939-02-25 | 1939-02-25 | 41275 |
| 16 | C00000017 | Male | 13 | 10 | 1954 | 65 | 800-28-6783 | Michael | Clifton | Robinson | 914-238-1020 | michael.robinson2@gmail.com | 907 Green Lake Court | None | Yonkers | NY | 76 | 1954-10-13 | 1954-10-13 | 10702 |
| 17 | C00000018 | Female | 5 | 4 | 1951 | 68 | 392-61-8907 | Charlotte | Joi | Rodriguez | 914-823-6406 | charlotte.rodriguez2@gmail.com | 7463 Griffin St. | None | Yonkers | NY | 76 | 1951-04-05 | 1951-04-05 | 10703 |
| 18 | C00000019 | Male | 28 | 12 | 1962 | 57 | 832-01-3704 | Benjamin | Denis | Walker | 927-296-6436 | benjamin.walker@gmail.com | 8095 Devon Court | None | Charleston | WV | 47 | 1962-12-28 | 1962-12-28 | 48126 |
| 19 | C00000020 | Male | 4 | 1 | 1999 | 21 | 419-19-0547 | Elijah | Grayden | Perez | 886-176-3524 | elijah.perez@gmail.com | 597 Foster Street | None | San Diego | CA | 46 | 1999-01-04 | 1999-01-04 | 48787 |
| 20 | C00000021 | Female | 29 | 10 | 1972 | 47 | 139-70-2852 | Harper | Juno | Wilson | 894-384-1832 | harper.wilson@outlook.com | 6 Devon Court | None | Portland | OR | 12 | 1972-10-29 | 1972-10-29 | 45780 |
| 21 | C00000022 | Female | 11 | 10 | 1989 | 30 | 157-87-6583 | Madison | Kimberlyn | Martinez | 212-093-8170 | madison.martinez@gmail.com | 7062 Temple Court | Unit 1B | New York City | NY | 1 | 1989-10-11 | 1989-10-11 | 10282 |
| 22 | C00000023 | Male | 29 | 5 | 1993 | 26 | 158-18-4299 | Daniel | Isa | Hall | 212-803-8384 | daniel.hall67@gmail.com | 30 West Westport Dr. | None | New York City | NY | 1 | 1993-05-29 | 1993-05-29 | 10009 |
| 23 | C00000024 | Female | 29 | 7 | 1959 | 60 | 637-42-2042 | Amelia | Leora | Anderson | 302-681-4855 | amelia.anderson8@gmail.com | 44 Walt Whitman St. | None | Wilmington | DE | 43 | 1959-07-29 | 1959-07-29 | 45260 |
| 24 | C00000025 | Female | 23 | 4 | 1959 | 60 | 349-52-4604 | Elizabeth | Lupita | Taylor | 184-276-9486 | elizabeth.taylor@gmail.com | 92 Fairway Drive | None | Omaha | NE | 21 | 1959-04-23 | 1959-04-23 | 42325 |
| 25 | C00000026 | Female | 20 | 4 | 1989 | 30 | 956-04-7186 | Sofia | Makaila | Thomas | 660-390-7055 | sofia.thomas@gmail.com | 17 East Glenridge Road | Apt. 3D | Chicago | IL | 74 | 1989-04-20 | 1989-04-20 | 46300 |
| 26 | C00000027 | Female | 26 | 3 | 1986 | 33 | 691-10-5744 | Evelyn | Mari | Hernandez | 407-745-6584 | evelyn.mari.hernandez8@gmail.com | 88 Second Dr. | None | Houston | TX | 54 | 1986-03-26 | 1986-03-26 | 47795 |
| 27 | C00000028 | Male | 29 | 9 | 1965 | 54 | 517-85-8773 | Aiden | Jamil | Young | 212-751-6276 | aiden.young9@gmail.com | 125 North Holly Dr. | None | New York City | NY | 1 | 1965-09-29 | 1965-09-29 | 10158 |
| 28 | C00000029 | Female | 11 | 9 | 1971 | 48 | 518-96-1042 | Avery | Mildred | Moore | 996-691-7268 | avery.moore@hotmail.com | 327 Golf St. | None | Boise | ID | 30 | 1971-09-11 | 1971-09-11 | 48851 |
| 29 | C00000030 | Female | 9 | 10 | 1977 | 42 | 610-21-2152 | Chloe | Odette | Martin | 255-965-5392 | chloe.martin8765@gmail.com | 8 Pacific Lane | None | Chicago | IL | 74 | 1977-10-09 | 1977-10-09 | 42552 |
| 30 | C00000031 | Male | 9 | 2 | 1982 | 37 | 318-55-4386 | Logan | Judd | Allen | 452-935-2140 | logan.allen4@gmail.com | 9953 Coffee Court | None | Cranston | RI | 68 | 1982-02-09 | 1982-02-09 | 46720 |
| 31 | C00000032 | Male | 28 | 7 | 2000 | 19 | 755-20-3365 | Matthew | Keyon | Sanchez | 214-728-5200 | matthew.sanchez3@gmail.com | 8163 Sutor Court | None | New Haven | CT | 52 | 2000-07-28 | 2000-07-28 | 45291 |
| 32 | C00000033 | Female | 4 | 12 | 1968 | 51 | 956-56-8470 | Ella | Triniti | Jackson | 769-780-3102 | ella.jackson4@outlook.com | 940 Vale Lane | None | New Britain | CT | 73 | 1968-12-04 | 1968-12-04 | 46386 |
| 33 | C00000036 | Female | 17 | 7 | 1998 | 21 | 611-81-5222 | Grace | Emma | Thompson | 530-856-5348 | grace.thompson56@gmail.com | 9675 Tanglewood Drive | None | Denver | CO | 7 | 1998-07-17 | 1998-07-17 | 41755 |
| 34 | C00000037 | Male | 10 | 8 | 1990 | 29 | 288-95-5033 | Lucas | Korben | Wright | 854-055-8899 | lucas.wright5@gmail.com | 50 Elmwood Street | None | Denver | CO | 7 | 1990-08-10 | 1990-08-10 | 48628 |
| 35 | C00000038 | Female | 23 | 7 | 1993 | 26 | 881-47-7103 | Victoria | Olivia | White | 976-965-9681 | victoria.white43@gmail.com | 329 Jockey Hollow Court | None | Providence | RI | 36 | 1993-07-23 | 1993-07-23 | 48105 |
| 36 | C00000039 | Male | 25 | 1 | 1988 | 32 | 426-18-0606 | Jackson | Rishaan | King | 918-846-9875 | jackson.king@gmail.com | 21 Middle River Drive | None | Cranston | RI | 68 | 1988-01-25 | 1988-01-25 | 43461 |
| 37 | C00000040 | Female | 22 | 1 | 1977 | 43 | 461-50-3823 | Aubrey | Sophia | Lopez | 776-464-1839 | aubrey.lopez@gmail.com | 943 N. Birch Hill Avenue | None | Indianapolis | IN | 5 | 1977-01-22 | 1977-01-22 | 42125 |
| 38 | C00000041 | Male | 27 | 8 | 1988 | 31 | 779-39-2212 | David | Yousif | Scott | 232-353-1692 | david.scott@outlook.com | 8572 Mill Pond Rd. | None | Virginia Beach | VA | 22 | 1988-08-27 | 1988-08-27 | 45895 |
| 39 | C00000042 | Male | 17 | 8 | 1955 | 64 | 472-48-0888 | Oliver | Bailey | Green | 334-407-0626 | oliver.green@gmail.com | 50 Smith Store Ave. | None | Cranston | RI | 68 | 1955-08-17 | 1955-08-17 | 45795 |
| 40 | C00000043 | Male | 28 | 10 | 1940 | 79 | 445-32-4546 | Jayden | Cedar | Baker | 585-209-6726 | jayden.baker4@gmail.com | 38 Prairie Street | Unit 81 | Rochester | NY | 75 | 1940-10-28 | 1940-10-28 | 14602 |
| 41 | C00000044 | Female | 11 | 1 | 1997 | 23 | 396-63-1548 | Scarlett | Ann | Lee | 184-418-5826 | scarlett.lee@gmail.com | 9461 Rockledge Street | None | Bridgeport | CT | 38 | 1997-01-11 | 1997-01-11 | 44504 |
| 42 | C00000045 | Male | 26 | 8 | 1972 | 47 | 665-55-8941 | Joseph | Ely | Adams | 786-924-4329 | joseph.adams@gmail.com | 421 Vermont Drive | None | Kansas City | MO | 20 | 1972-08-26 | 1972-08-26 | 42666 |
| 43 | C00000046 | Female | 30 | 1 | 1960 | 60 | 883-63-2770 | Zoey | Emma | Gonzalez | 129-567-0397 | zoey.gonzalez@gmail.com | 9437 Greystone Drive | None | Atlanta | GA | 19 | 1960-01-30 | 1960-01-30 | 42729 |
| 44 | C00000047 | Male | 14 | 7 | 1954 | 65 | 247-03-1392 | Gabriel | Jahlil | Nelson | 914-406-1227 | gabriel.jahlil.nelson@gmail.com | 8953 Jones Street | None | Yonkers | NY | 76 | 1954-07-14 | 1954-07-14 | 10704 |
| 45 | C00000048 | Male | 9 | 2 | 1960 | 59 | 392-60-6346 | Samuel | Koby | Hill | 627-964-4534 | samuel.hill@gmail.com | 14 Hanover Ave. | Unit 1B | Baltimore | MD | 16 | 1960-02-09 | 1960-02-09 | 41466 |
| 46 | C00000049 | Female | 11 | 5 | 1979 | 40 | 918-27-5875 | Addison | Olivia | Harris | 492-103-4485 | addison.harris@hotmail.com | 7715 Prince Dr. | None | Philadelphia | PA | 72 | 1979-05-11 | 1979-05-11 | 43443 |
| 47 | C00000050 | Female | 30 | 7 | 1998 | 21 | 874-41-6125 | Lily | Sophia | Clark | 874-304-7236 | lily.clark@gmail.com | 44 Fordham Ave. | None | Charleston | SC | 39 | 1998-07-30 | 1998-07-30 | 48339 |
| 48 | C00000051 | Female | 2 | 12 | 1999 | 20 | 605-79-6843 | Lillian | Ava | Lewis | 193-754-1578 | lillian.lewis@gmail.com | 948 Annadale St. | None | Providence | RI | 36 | 1999-12-02 | 1999-12-02 | 48078 |
| 49 | C00000052 | Male | 12 | 12 | 1944 | 75 | 599-20-6019 | Carter | Markel | Ramirez | 594-267-8218 | carter.ramirez@gmail.com | 89 Henry Smith St. | None | Birmingham | AL | 32 | 1944-12-12 | 1944-12-12 | 45430 |
| 50 | C00000053 | Male | 5 | 5 | 1997 | 22 | 749-94-5094 | Anthony | Oskar | Campbell | 123-412-3909 | anthony.campbell@outlook.com | 8661 Dogwood Lane | None | Phoenix | AZ | 64 | 1997-05-05 | 1997-05-05 | 40915 |
| 51 | C00000055 | Female | 18 | 9 | 1968 | 51 | 167-61-1121 | Natalie | Isabella | Robinson | 352-888-5607 | natalie.robinson@gmail.com | 114 Spring Street | None | Cheyenne | WY | 45 | 1968-09-18 | 1968-09-18 | 44611 |
| 52 | C00000056 | Male | 31 | 3 | 1980 | 39 | 986-31-0393 | John | Rigoberto | Mitchell | 943-306-4745 | john.mitchell@gmail.com | 174 Halifax Ave. | None | Omaha | NE | 21 | 1980-03-31 | 1980-03-31 | 40089 |
| 53 | C00000057 | Female | 17 | 12 | 1981 | 38 | 767-26-4726 | Hannah | Mia | Walker | 410-131-4320 | hannah.walker@gmail.com | 62 South Manor Station Drive | None | Omaha | NE | 21 | 1981-12-17 | 1981-12-17 | 40846 |
| 54 | C00000058 | Female | 29 | 4 | 1947 | 72 | 810-95-8590 | Aria | Abigail | Perez | 212-621-0332 | aria.perez@gmail.com | 9122 South Fieldstone Dr. | None | New York City | NY | 1 | 1947-04-29 | 1947-04-29 | 10116 |
| 55 | C00000059 | Male | 18 | 2 | 1977 | 42 | 305-32-3513 | Dylan | Tiberius | Roberts | 212-616-4139 | dylan.roberts@gmail.com | 188 1st Road | None | New York City | NY | 1 | 1977-02-18 | 1977-02-18 | 10199 |
| 56 | C00000060 | Male | 19 | 2 | 2000 | 19 | 534-35-1562 | Luke | Wolfgang | Carter | 694-391-2679 | luke.carter@outlook.com | 8604 Miller Rd. | None | Danbury | CT | 67 | 2000-02-19 | 2000-02-19 | 42452 |
| 57 | C00000061 | Female | 6 | 8 | 1968 | 51 | 890-87-8722 | Layla | Emily | Hall | 452-815-2646 | layla.hall@gmail.com | 8673 Wakehurst Court | None | Baltimore | MD | 16 | 1968-08-06 | 1968-08-06 | 47090 |
| 58 | C00000062 | Male | 8 | 12 | 1952 | 67 | 721-99-5393 | Henry | Chayce | Phillips | 315-775-0721 | henry.phillips@gmail.com | 279 Mechanic Lane | None | Syracuse | NY | 77 | 1952-12-08 | 1952-12-08 | 13201 |
| 59 | C00000063 | Male | 4 | 6 | 1979 | 40 | 486-07-3316 | Andrew | Deven | Evans | 853-813-3217 | andrew.evans@gmail.com | 9 Iroquois St. | None | Charlotte | NC | 4 | 1979-06-04 | 1979-06-04 | 46324 |
| 60 | C00000064 | Male | 22 | 4 | 1946 | 73 | 538-17-0630 | Isaac | Levon | Turner | 750-089-7210 | isaac.turner@gmail.com | 9314 Lees Creek Rd. | None | Kansas City | MO | 20 | 1946-04-22 | 1946-04-22 | 40005 |
| 61 | C00000065 | Female | 27 | 5 | 1963 | 56 | 380-98-0077 | Brooklyn | Charlotte | Young | 716-102-4229 | brooklyn.young@gmail.com | 682 Linden Dr. | None | Buffalo | NY | 50 | 1963-05-27 | 1963-05-27 | 14267 |
| 62 | C00000066 | Female | 10 | 11 | 1971 | 48 | 269-51-2282 | Alexa | Harper | Allen | 212-875-6847 | alexa.harper.allen@gmail.com | 18 Rockville Dr. | None | New York City | NY | 1 | 1971-11-10 | 1971-11-10 | 10087 |
| 63 | C00000067 | Female | 11 | 11 | 1952 | 67 | 400-72-8738 | Zoe | Madison | Sanchez | 254-359-7450 | zoe.sanchez@gmail.com | 388 Fawn Dr. | None | Newark | NJ | 29 | 1952-11-11 | 1952-11-11 | 45151 |
| 64 | C00000068 | Male | 14 | 12 | 1966 | 53 | 854-39-7488 | Christopher | Lloyd | Torres | 798-103-7589 | christopher.torres@hotmail.com | 9855 Riverview Lane | None | Wilmington | DE | 43 | 1966-12-14 | 1966-12-14 | 45109 |
| 65 | C00000070 | Male | 22 | 12 | 1945 | 74 | 618-58-1887 | Joshua | Carsyn | Parker | 956-519-0084 | joshua.parker@gmail.com | 70 Oak Ave. | None | Los Angeles | CA | 70 | 1945-12-22 | 1945-12-22 | 40489 |
| 66 | C00000071 | Female | 6 | 2 | 1947 | 72 | 861-61-1685 | Penelope | Amelia | Wright | 365-143-7361 | penelope.wright@gmail.com | 9886 Ridgeview Street | None | Los Angeles | CA | 70 | 1947-02-06 | 1947-02-06 | 41039 |
| 67 | C00000072 | Male | 13 | 1 | 1943 | 77 | 613-29-1524 | Wyatt | Devyn | Collins | 542-643-2130 | wyatt.collins@gmail.com | 547 Marconi Court | None | Charleston | WV | 47 | 1943-01-13 | 1943-01-13 | 43117 |
| 68 | C00000073 | Male | 20 | 2 | 1944 | 75 | 818-46-2099 | Sebastian | Dov | Edwards | 916-123-8829 | sebastian.edwards@outlook.com | 9187 Hillcrest Rd. | None | Virginia Beach | VA | 22 | 1944-02-20 | 1944-02-20 | 42612 |
| 69 | C00000074 | Female | 26 | 7 | 1945 | 74 | 921-32-4873 | Riley | Elizabeth | King | 966-857-3250 | riley.king@gmail.com | 7 Ridgeview Street | None | Virginia Beach | VA | 22 | 1945-07-26 | 1945-07-26 | 42021 |
| 70 | C00000075 | Female | 19 | 9 | 1997 | 22 | 659-99-6511 | Leah | Sofia | Scott | 617-030-2759 | leah.scott@gmail.com | 35 Walnutwood Ave. | None | Phoenix | AZ | 64 | 1997-09-19 | 1997-09-19 | 41921 |
| 71 | C00000076 | Female | 1 | 10 | 1987 | 32 | 297-77-5386 | Audrey | Evelyn | Green | 293-545-7588 | audrey.green@gmail.com | 8109 Lake View Road | None | Providence | RI | 36 | 1987-10-01 | 1987-10-01 | 47819 |
| 72 | C00000077 | Female | 18 | 2 | 1976 | 43 | 381-22-7472 | Savannah | Avery | Baker | 212-996-3299 | savannah.baker@gmail.com | 24 Leatherwood St. | None | New York City | NY | 1 | 1976-02-18 | 1976-02-18 | 10114 |
| 73 | C00000078 | Female | 13 | 6 | 1964 | 55 | 309-65-8189 | Allison | Chloe | Adams | 206-534-4919 | allison.adams@gmail.com | 63 Bald Hill Street | None | Baltimore | MD | 16 | 1964-06-13 | 1964-06-13 | 42644 |
| 74 | C00000079 | Female | 10 | 3 | 1989 | 30 | 869-81-2271 | Samantha | Ella | Nelson | 192-898-8157 | samantha.nelson@outlook.com | 808 Glenwood Street | None | Jackson | MS | 37 | 1989-03-10 | 1989-03-10 | 42623 |
| 75 | C00000080 | Female | 25 | 2 | 1999 | 20 | 132-47-0825 | Nora | Grace | Hill | 914-011-1365 | nora.hill@gmail.com | 366 Purple Finch Road | None | Phoenix | AZ | 64 | 1999-02-25 | 1999-02-25 | 44952 |
| 76 | C00000081 | Male | 29 | 4 | 1996 | 23 | 867-44-1568 | Owen | Drayden | Stewart | 427-771-2986 | owen.stewart@gmail.com | 874 Riverside Drive | None | Washington | DC | 8 | 1996-04-29 | 1996-04-29 | 48427 |
| 77 | C00000082 | Female | 25 | 12 | 1999 | 20 | 100-94-2798 | Skylar | Victoria | Ramirez | 963-716-6263 | skylar.ramirez@gmail.com | 772 Sunnyslope Ave. | None | Washington | DC | 8 | 1999-12-25 | 1999-12-25 | 45679 |
| 78 | C00000083 | Female | 25 | 12 | 1998 | 21 | 470-19-9896 | Camila | Aubrey | Campbell | 212-031-4727 | camila.campbell@gmail.com | 619 Whitemarsh Rd. | None | New York City | NY | 1 | 1998-12-25 | 1998-12-25 | 10278 |
| 79 | C00000084 | Male | 5 | 5 | 1999 | 20 | 495-13-7873 | Caleb | Floyd | Flores | 212-946-7532 | caleb.flores@gmail.com | 7100 Wintergreen Street | None | New York City | NY | 1 | 1999-05-05 | 1999-05-05 | 10019 |
| 80 | C00000085 | Male | 27 | 8 | 1981 | 38 | 751-50-9916 | Nathan | Fynn | Morris | 212-601-6414 | nathan.fynn.morris@gmail.com | 6 East Young Circle | None | New York City | NY | 1 | 1981-08-27 | 1981-08-27 | 10168 |
| 81 | C00000086 | Female | 20 | 7 | 1989 | 30 | 414-33-2516 | Anna | Scarlett | Mitchell | 212-302-5046 | anna.mitchell@gmail.com | 9360 Bayport Ave. | None | New York City | NY | 1 | 1989-07-20 | 1989-07-20 | 10111 |
| 82 | C00000087 | Female | 17 | 11 | 1966 | 53 | 145-42-2241 | Paisley | Zoey | Roberts | 112-422-3285 | paisley.roberts@hotmail.com | 673 East Ramblewood Street | None | Philadelphia | PA | 72 | 1966-11-17 | 1966-11-17 | 45190 |
| 83 | C00000089 | Female | 5 | 5 | 1971 | 48 | 802-29-4364 | Ariana | Addison | Carter | 212-320-0620 | ariana.carter@gmail.com | 94 Chestnut Rd. | None | New York City | NY | 1 | 1971-05-05 | 1971-05-05 | 10175 |
| 84 | C00000090 | Male | 17 | 8 | 1995 | 24 | 141-54-7729 | Ryan | Jaron | Nguyen | 917-017-6595 | ryan.nguyen@gmail.com | 921 Lake Forest Dr. | None | New Haven | CT | 52 | 1995-08-17 | 1995-08-17 | 42164 |
| 85 | C00000091 | Male | 7 | 8 | 1960 | 59 | 530-30-1461 | Jack | Kaius | Murphy | 831-379-6638 | jack.murphy@gmail.com | 556 South Schoolhouse St. | None | Norwalk | CT | 63 | 1960-08-07 | 1960-08-07 | 40947 |
| 86 | C00000092 | Female | 12 | 6 | 1986 | 33 | 790-98-9800 | Ellie | Lily | Phillips | 485-505-9594 | ellie.phillips@outlook.com | 40 Myers Lane | None | Chicago | IL | 74 | 1986-06-12 | 1986-06-12 | 47075 |
| 87 | C00000093 | Male | 16 | 2 | 1945 | 74 | 350-92-7187 | Hunter | Kyran | Rivera | 388-389-6102 | hunter.rivera@gmail.com | 6 Theatre Street | None | Columbus | OH | 3 | 1945-02-16 | 1945-02-16 | 43964 |
| 88 | C00000094 | Male | 9 | 9 | 1967 | 52 | 766-62-4458 | Levi | Laken | Cook | 933-101-0725 | levi.cook@gmail.com | 353 Birchpond Court | Unit 7 | Wilmington | DE | 43 | 1967-09-09 | 1967-09-09 | 44476 |
| 89 | C00000095 | Female | 3 | 8 | 1972 | 47 | 744-82-5035 | Aaliyah | Lillian | Evans | 208-186-5708 | aaliyah.evansw@gmail.com | 6 Alderwood Ave. | None | Wilmington | DE | 43 | 1972-08-03 | 1972-08-03 | 43812 |
| 90 | C00000096 | Male | 29 | 2 | 1992 | 27 | 848-45-1989 | Christian | Monte | Rogers | 708-773-3715 | christian.rogers@gmail.com | 12 Selby Street | None | Chicago | IL | 74 | 1992-02-29 | 1992-02-29 | 44520 |
| 91 | C00000097 | Male | 28 | 11 | 1985 | 34 | 109-31-5533 | Jaxon | Stephon | Morgan | 348-250-2252 | jaxon.morgan@gmail.com | 9079 Bald Hill Drive | None | Honolulu | HI | 26 | 1985-11-28 | 1985-11-28 | 42423 |
| 92 | C00000098 | Female | 4 | 5 | 1993 | 26 | 951-79-2346 | Claire | Natalie | Turner | 194-309-8767 | claire.turner@outlook.com | 86 Manchester Street | None | Salt Lake City | UT | 33 | 1993-05-04 | 1993-05-04 | 44715 |
| 93 | C00000099 | Male | 26 | 1 | 1993 | 27 | 378-12-6869 | Julian | Britton | Peterson | 805-269-0051 | julian.peterson@gmail.com | 478 High Ridge Street | None | Salt Lake City | UT | 33 | 1993-01-26 | 1993-01-26 | 40996 |
| 94 | C00000100 | Female | 11 | 8 | 1962 | 57 | 744-16-6873 | Violet | Hannah | Torres | 912-067-2706 | violet.torres@gmail.com | 626 Arlington Rd. | Unit 77 | Portland | ME | 44 | 1962-08-11 | 1962-08-11 | 47410 |
| 95 | C00000101 | Male | 23 | 1 | 1963 | 57 | 110-19-8110 | Landon | Estevan | Cooper | 294-252-5352 | landon.cooper3@gmail.com | 221 Ashley Rd. | None | Cranston | RI | 68 | 1963-01-23 | 1963-01-23 | 47959 |
| 96 | C00000102 | Female | 10 | 9 | 1978 | 41 | 710-90-1424 | Stella | Aria | Parker | 181-988-1584 | stella.parker@gmail.com | 238 Foxrun St. | None | Chicago | IL | 74 | 1978-09-10 | 1978-09-10 | 48791 |
| 97 | C00000103 | Male | 11 | 7 | 1975 | 44 | 851-42-9875 | Grayson | Johnnie | Reed | 440-368-5820 | grayson.reed45@gmail.com | 745 Bellevue Lane | None | Chicago | IL | 74 | 1975-07-11 | 1975-07-11 | 42641 |
| 98 | C00000105 | Male | 26 | 5 | 2000 | 19 | 407-34-0962 | Jonathan | Jones | Bailey | 255-585-1034 | jonathan.jones.bailey66@gmail.com | 50 Wild Rose Court | None | Des Moines | IA | 31 | 2000-05-26 | 2000-05-26 | 43442 |
| 99 | C00000106 | Female | 30 | 12 | 1988 | 31 | 138-45-7585 | Sadie | Layla | Collins | 735-784-3483 | sadie.collins6@gmail.com | 28 Cypress St. | None | Cranston | RI | 68 | 1988-12-30 | 1988-12-30 | 48179 |
stg_completedclient.sql (clean the table)
-- COCOON BLOCK START: PLEASE DO NOT MODIFY THIS BLOCK FOR SELF-MAINTENANCE
WITH
"completedclient_renamed" AS (
-- Rename: Renaming columns
-- sex -> gender
-- fulldate -> full_birth_date
-- day_ -> birth_day
-- month_ -> birth_month
-- year_ -> birth_year
-- date_ -> birth_date
-- social -> ssn
-- first_ -> first_name
-- middle -> middle_name
-- last_ -> last_name
-- phone -> phone_number
-- address_1 -> street_address
-- address_2 -> address_line_2
-- zipcode -> zip_code
SELECT
"client_id",
"sex" AS "gender",
"fulldate" AS "full_birth_date",
"day_" AS "birth_day",
"month_" AS "birth_month",
"year_" AS "birth_year",
"date_" AS "birth_date",
"age",
"social" AS "ssn",
"first_" AS "first_name",
"middle" AS "middle_name",
"last_" AS "last_name",
"phone" AS "phone_number",
"email",
"address_1" AS "street_address",
"address_2" AS "address_line_2",
"city",
"state",
"zipcode" AS "zip_code",
"district_id"
FROM "completedclient"
),
"completedclient_renamed_casted" AS (
-- Column Type Casting:
-- birth_date: from VARCHAR to DATE
-- full_birth_date: from VARCHAR to DATE
-- zip_code: from INT to VARCHAR
SELECT
"client_id",
"gender",
"birth_day",
"birth_month",
"birth_year",
"age",
"ssn",
"first_name",
"middle_name",
"last_name",
"phone_number",
"email",
"street_address",
"address_line_2",
"city",
"state",
"district_id",
CAST("birth_date" AS DATE) AS "birth_date",
CAST("full_birth_date" AS DATE) AS "full_birth_date",
CAST("zip_code" AS VARCHAR) AS "zip_code"
FROM "completedclient_renamed"
)
-- COCOON BLOCK END
SELECT * FROM "completedclient_renamed_casted"stg_completedclient.yml (Document the table)
version: 2
models:
- name: stg_completedclient
description: The table is about client information. It contains personal details
such as name, age, sex, and social security number. It also includes contact information
like phone, email, and address. The table stores date-related fields and a district
ID. Each client has a unique client ID. The data appears to be for a customer
database or client management system.
columns:
- name: client_id
description: Unique identifier for each client
tests:
- not_null
- unique
cocoon_meta:
uniqueness: This column is a unique identifier for each client. For this table,
each row represents a distinct client, and client_id is unique across rows.
patterns:
- regex: C\d{8}
summary: Client IDs starting with 'C' followed by 8 digits
- name: gender
description: Client's gender
tests:
- not_null
- accepted_values:
values:
- Male
- Female
- Non-binary
- Transgender
- Other
- Prefer not to say
- name: birth_day
description: Day of birth
tests:
- not_null
- name: birth_month
description: Month of birth
tests:
- not_null
- name: birth_year
description: Year of birth
tests:
- not_null
- name: age
description: Age of the client in years
tests:
- not_null
- name: ssn
description: Client's social security number
tests:
- not_null
- unique
cocoon_meta:
uniqueness: Social Security Number is a unique identifier for each individual
in the United States. For this table, each row represents a distinct client,
and SSN should be unique across rows.
patterns:
- regex: \d{3}-\d{2}-\d{4}
summary: Social Security Numbers in the format of XXX-XX-XXXX
- name: first_name
description: Client's first name
tests:
- not_null
cocoon_meta:
patterns:
- regex: "[A-Z][a-z\xC0-\xD6\xD8-\xF6\xF8-\xFF]+"
summary: Capitalized names, potentially including accented characters
- name: middle_name
description: Client's middle name
tests:
- not_null
- name: last_name
description: Client's last name
tests:
- not_null
cocoon_meta:
patterns:
- regex: ^[A-Z][a-z]+$
summary: Last names starting with a capital letter, followed by lowercase
letters
- name: phone_number
description: Client's phone number
tests:
- not_null
cocoon_meta:
patterns:
- regex: \d{3}-\d{3}-\d{4}
summary: Phone numbers in the format XXX-XXX-XXXX where X is a digit
- name: email
description: Client's email address
tests:
- not_null
- unique
cocoon_meta:
uniqueness: Email addresses are typically unique to individuals. For this table,
each row represents a distinct client, and email addresses should be unique
across rows.
patterns:
- regex: ^[a-zA-Z0-9._-]+@(gmail|outlook|yahoo|hotmail)\.com$
summary: Email addresses with common domain providers (Gmail, Outlook, Yahoo,
Hotmail)
- name: street_address
description: Primary street address of the client
tests:
- not_null
cocoon_meta:
patterns:
- regex: ^\d+\s+[A-Za-z0-9\s\.\-]+$
summary: Most general pattern to catch any string that starts with a number
and contains letters and common punctuation
- regex: \d+[A-C]?\s[A-Z][a-z]+(\s[A-Z][a-z]+)?\s[A-Z][a-z]+\.
summary: Street address with number (possibly including a letter), street
name, and street type abbreviation
- name: address_line_2
description: Additional address information (e.g., apartment number)
cocoon_meta:
missing_acceptable: Additional address details not needed for single-line addresses.
- name: city
description: City where the client resides
tests:
- not_null
- name: state
description: State where the client resides
tests:
- not_null
- name: district_id
description: Identifier for the client's district
tests:
- not_null
- name: birth_date
description: Client's date of birth
tests:
- not_null
- name: full_birth_date
description: Client's full date of birth
tests:
- not_null
- name: zip_code
description: Postal code of the client's address
tests:
- not_null
stg_completedacct (first 100 rows)
| account_id | district_id | transaction_frequency | year_ | month_number | day_of_month | parsed_date | transaction_date | |
|---|---|---|---|---|---|---|---|---|
| 0 | A00000576 | 55 | Monthly Issuance | 2013 | 1 | 1 | 2013-01-01 | 2013-01-01 |
| 1 | A00003818 | 74 | Monthly Issuance | 2013 | 1 | 1 | 2013-01-01 | 2013-01-01 |
| 2 | A00000704 | 55 | Monthly Issuance | 2013 | 1 | 1 | 2013-01-01 | 2013-01-01 |
| 3 | A00000793 | 47 | Monthly Issuance | 2013 | 1 | 3 | 2013-01-03 | 2013-01-03 |
| 4 | A00002484 | 74 | Monthly Issuance | 2013 | 1 | 3 | 2013-01-03 | 2013-01-03 |
| 5 | A00001695 | 76 | Monthly Issuance | 2013 | 1 | 3 | 2013-01-03 | 2013-01-03 |
| 6 | A00001726 | 48 | Monthly Issuance | 2013 | 1 | 3 | 2013-01-03 | 2013-01-03 |
| 7 | A00002881 | 70 | Monthly Issuance | 2013 | 1 | 4 | 2013-01-04 | 2013-01-04 |
| 8 | A00002357 | 19 | Monthly Issuance | 2013 | 1 | 4 | 2013-01-04 | 2013-01-04 |
| 9 | A00002177 | 62 | Monthly Issuance | 2013 | 1 | 4 | 2013-01-04 | 2013-01-04 |
| 10 | A00000485 | 6 | Issuance After Transaction | 2013 | 1 | 4 | 2013-01-04 | 2013-01-04 |
| 11 | A00002378 | 16 | Monthly Issuance | 2013 | 1 | 1 | 2013-01-01 | 2013-01-01 |
| 12 | A00002632 | 24 | Monthly Issuance | 2013 | 1 | 2 | 2013-01-02 | 2013-01-02 |
| 13 | A00001972 | 77 | Monthly Issuance | 2013 | 1 | 2 | 2013-01-02 | 2013-01-02 |
| 14 | A00001539 | 1 | Issuance After Transaction | 2013 | 1 | 3 | 2013-01-03 | 2013-01-03 |
| 15 | A00000652 | 21 | Monthly Issuance | 2013 | 1 | 5 | 2013-01-05 | 2013-01-05 |
| 16 | A00009635 | 70 | Monthly Issuance | 2013 | 1 | 5 | 2013-01-05 | 2013-01-05 |
| 17 | A00001844 | 44 | Monthly Issuance | 2013 | 1 | 6 | 2013-01-06 | 2013-01-06 |
| 18 | A00001926 | 37 | Monthly Issuance | 2013 | 1 | 6 | 2013-01-06 | 2013-01-06 |
| 19 | A00002393 | 10 | Monthly Issuance | 2013 | 1 | 7 | 2013-01-07 | 2013-01-07 |
| 20 | A00003510 | 41 | Monthly Issuance | 2013 | 1 | 7 | 2013-01-07 | 2013-01-07 |
| 21 | A00001276 | 36 | Monthly Issuance | 2013 | 1 | 7 | 2013-01-07 | 2013-01-07 |
| 22 | A00001637 | 1 | Monthly Issuance | 2013 | 1 | 8 | 2013-01-08 | 2013-01-08 |
| 23 | A00003871 | 26 | Monthly Issuance | 2013 | 1 | 8 | 2013-01-08 | 2013-01-08 |
| 24 | A00000192 | 55 | Monthly Issuance | 2013 | 1 | 8 | 2013-01-08 | 2013-01-08 |
| 25 | A00000764 | 1 | Monthly Issuance | 2013 | 1 | 8 | 2013-01-08 | 2013-01-08 |
| 26 | A00002087 | 7 | Weekly Issuance | 2013 | 1 | 8 | 2013-01-08 | 2013-01-08 |
| 27 | A00002122 | 68 | Monthly Issuance | 2013 | 1 | 8 | 2013-01-08 | 2013-01-08 |
| 28 | A00003592 | 54 | Monthly Issuance | 2013 | 1 | 8 | 2013-01-08 | 2013-01-08 |
| 29 | A00003487 | 41 | Monthly Issuance | 2013 | 1 | 8 | 2013-01-08 | 2013-01-08 |
| 30 | A00000435 | 38 | Monthly Issuance | 2013 | 1 | 8 | 2013-01-08 | 2013-01-08 |
| 31 | A00001730 | 1 | Monthly Issuance | 2013 | 1 | 9 | 2013-01-09 | 2013-01-09 |
| 32 | A00001493 | 41 | Monthly Issuance | 2013 | 1 | 9 | 2013-01-09 | 2013-01-09 |
| 33 | A00000374 | 38 | Monthly Issuance | 2013 | 1 | 9 | 2013-01-09 | 2013-01-09 |
| 34 | A00002925 | 1 | Monthly Issuance | 2013 | 1 | 10 | 2013-01-10 | 2013-01-10 |
| 35 | A00000866 | 9 | Monthly Issuance | 2013 | 1 | 10 | 2013-01-10 | 2013-01-10 |
| 36 | A00001628 | 60 | Monthly Issuance | 2013 | 1 | 10 | 2013-01-10 | 2013-01-10 |
| 37 | A00002379 | 44 | Monthly Issuance | 2013 | 1 | 10 | 2013-01-10 | 2013-01-10 |
| 38 | A00001979 | 26 | Monthly Issuance | 2013 | 1 | 11 | 2013-01-11 | 2013-01-11 |
| 39 | A00000346 | 37 | Monthly Issuance | 2013 | 1 | 11 | 2013-01-11 | 2013-01-11 |
| 40 | A00001338 | 74 | Monthly Issuance | 2013 | 1 | 11 | 2013-01-11 | 2013-01-11 |
| 41 | A00001909 | 14 | Monthly Issuance | 2013 | 1 | 12 | 2013-01-12 | 2013-01-12 |
| 42 | A00002099 | 3 | Weekly Issuance | 2013 | 1 | 12 | 2013-01-12 | 2013-01-12 |
| 43 | A00003760 | 44 | Monthly Issuance | 2013 | 1 | 13 | 2013-01-13 | 2013-01-13 |
| 44 | A00005270 | 44 | Monthly Issuance | 2013 | 1 | 13 | 2013-01-13 | 2013-01-13 |
| 45 | A00001699 | 53 | Monthly Issuance | 2013 | 1 | 14 | 2013-01-14 | 2013-01-14 |
| 46 | A00003909 | 1 | Monthly Issuance | 2013 | 1 | 14 | 2013-01-14 | 2013-01-14 |
| 47 | A00002926 | 50 | Monthly Issuance | 2013 | 1 | 14 | 2013-01-14 | 2013-01-14 |
| 48 | A00001731 | 33 | Monthly Issuance | 2013 | 1 | 14 | 2013-01-14 | 2013-01-14 |
| 49 | A00011265 | 15 | Monthly Issuance | 2013 | 1 | 14 | 2013-01-14 | 2013-01-14 |
| 50 | A00002519 | 4 | Monthly Issuance | 2013 | 1 | 15 | 2013-01-15 | 2013-01-15 |
| 51 | A00010364 | 55 | Monthly Issuance | 2013 | 1 | 17 | 2013-01-17 | 2013-01-17 |
| 52 | A00001481 | 15 | Monthly Issuance | 2013 | 1 | 17 | 2013-01-17 | 2013-01-17 |
| 53 | A00000401 | 32 | Monthly Issuance | 2013 | 1 | 18 | 2013-01-18 | 2013-01-18 |
| 54 | A00004034 | 1 | Monthly Issuance | 2013 | 1 | 18 | 2013-01-18 | 2013-01-18 |
| 55 | A00002330 | 54 | Monthly Issuance | 2013 | 1 | 19 | 2013-01-19 | 2013-01-19 |
| 56 | A00001806 | 40 | Monthly Issuance | 2013 | 1 | 19 | 2013-01-19 | 2013-01-19 |
| 57 | A00003834 | 54 | Monthly Issuance | 2013 | 1 | 19 | 2013-01-19 | 2013-01-19 |
| 58 | A00001222 | 66 | Monthly Issuance | 2013 | 1 | 20 | 2013-01-20 | 2013-01-20 |
| 59 | A00000212 | 27 | Weekly Issuance | 2013 | 1 | 20 | 2013-01-20 | 2013-01-20 |
| 60 | A00000456 | 49 | Monthly Issuance | 2013 | 1 | 21 | 2013-01-21 | 2013-01-21 |
| 61 | A00000459 | 47 | Monthly Issuance | 2013 | 1 | 21 | 2013-01-21 | 2013-01-21 |
| 62 | A00000772 | 45 | Monthly Issuance | 2013 | 1 | 21 | 2013-01-21 | 2013-01-21 |
| 63 | A00001019 | 52 | Monthly Issuance | 2013 | 1 | 21 | 2013-01-21 | 2013-01-21 |
| 64 | A00011295 | 74 | Monthly Issuance | 2013 | 1 | 21 | 2013-01-21 | 2013-01-21 |
| 65 | A00002970 | 60 | Monthly Issuance | 2013 | 1 | 22 | 2013-01-22 | 2013-01-22 |
| 66 | A00002676 | 73 | Monthly Issuance | 2013 | 1 | 22 | 2013-01-22 | 2013-01-22 |
| 67 | A00001536 | 41 | Weekly Issuance | 2013 | 1 | 22 | 2013-01-22 | 2013-01-22 |
| 68 | A00001179 | 74 | Monthly Issuance | 2013 | 1 | 23 | 2013-01-23 | 2013-01-23 |
| 69 | A00000280 | 25 | Monthly Issuance | 2013 | 1 | 23 | 2013-01-23 | 2013-01-23 |
| 70 | A00002425 | 41 | Monthly Issuance | 2013 | 1 | 23 | 2013-01-23 | 2013-01-23 |
| 71 | A00009307 | 68 | Monthly Issuance | 2013 | 1 | 24 | 2013-01-24 | 2013-01-24 |
| 72 | A00004055 | 23 | Monthly Issuance | 2013 | 1 | 24 | 2013-01-24 | 2013-01-24 |
| 73 | A00005065 | 66 | Monthly Issuance | 2013 | 1 | 24 | 2013-01-24 | 2013-01-24 |
| 74 | A00003704 | 75 | Monthly Issuance | 2013 | 1 | 24 | 2013-01-24 | 2013-01-24 |
| 75 | A00000477 | 1 | Monthly Issuance | 2013 | 1 | 25 | 2013-01-25 | 2013-01-25 |
| 76 | A00005891 | 54 | Monthly Issuance | 2013 | 1 | 25 | 2013-01-25 | 2013-01-25 |
| 77 | A00001000 | 77 | Monthly Issuance | 2013 | 1 | 25 | 2013-01-25 | 2013-01-25 |
| 78 | A00001750 | 1 | Monthly Issuance | 2013 | 1 | 26 | 2013-01-26 | 2013-01-26 |
| 79 | A00002023 | 68 | Monthly Issuance | 2013 | 1 | 26 | 2013-01-26 | 2013-01-26 |
| 80 | A00006473 | 12 | Monthly Issuance | 2013 | 1 | 26 | 2013-01-26 | 2013-01-26 |
| 81 | A00001649 | 46 | Monthly Issuance | 2013 | 1 | 26 | 2013-01-26 | 2013-01-26 |
| 82 | A00002670 | 13 | Monthly Issuance | 2013 | 1 | 27 | 2013-01-27 | 2013-01-27 |
| 83 | A00001127 | 27 | Monthly Issuance | 2013 | 1 | 27 | 2013-01-27 | 2013-01-27 |
| 84 | A00000163 | 30 | Monthly Issuance | 2013 | 1 | 27 | 2013-01-27 | 2013-01-27 |
| 85 | A00002566 | 48 | Monthly Issuance | 2013 | 1 | 27 | 2013-01-27 | 2013-01-27 |
| 86 | A00000009 | 70 | Monthly Issuance | 2013 | 1 | 27 | 2013-01-27 | 2013-01-27 |
| 87 | A00001144 | 59 | Monthly Issuance | 2013 | 1 | 28 | 2013-01-28 | 2013-01-28 |
| 88 | A00002902 | 32 | Monthly Issuance | 2013 | 1 | 28 | 2013-01-28 | 2013-01-28 |
| 89 | A00004296 | 63 | Monthly Issuance | 2013 | 1 | 28 | 2013-01-28 | 2013-01-28 |
| 90 | A00000443 | 64 | Monthly Issuance | 2013 | 1 | 28 | 2013-01-28 | 2013-01-28 |
| 91 | A00003693 | 61 | Monthly Issuance | 2013 | 1 | 29 | 2013-01-29 | 2013-01-29 |
| 92 | A00002070 | 72 | Monthly Issuance | 2013 | 1 | 29 | 2013-01-29 | 2013-01-29 |
| 93 | A00001843 | 12 | Monthly Issuance | 2013 | 1 | 30 | 2013-01-30 | 2013-01-30 |
| 94 | A00002714 | 1 | Monthly Issuance | 2013 | 1 | 30 | 2013-01-30 | 2013-01-30 |
| 95 | A00004078 | 40 | Monthly Issuance | 2013 | 1 | 30 | 2013-01-30 | 2013-01-30 |
| 96 | A00001675 | 36 | Monthly Issuance | 2013 | 2 | 1 | 2013-02-01 | 2013-02-01 |
| 97 | A00005868 | 44 | Monthly Issuance | 2013 | 2 | 2 | 2013-02-02 | 2013-02-02 |
| 98 | A00001805 | 1 | Monthly Issuance | 2013 | 2 | 2 | 2013-02-02 | 2013-02-02 |
| 99 | A00002434 | 17 | Monthly Issuance | 2013 | 2 | 2 | 2013-02-02 | 2013-02-02 |
stg_completedacct.sql (clean the table)
-- COCOON BLOCK START: PLEASE DO NOT MODIFY THIS BLOCK FOR SELF-MAINTENANCE
WITH
"completedacct_renamed" AS (
-- Rename: Renaming columns
-- frequency -> transaction_frequency
-- parseddate -> parsed_date
-- month_ -> month_number
-- day_ -> day_of_month
-- date_ -> transaction_date
SELECT
"account_id",
"district_id",
"frequency" AS "transaction_frequency",
"parseddate" AS "parsed_date",
"year_",
"month_" AS "month_number",
"day_" AS "day_of_month",
"date_" AS "transaction_date"
FROM "completedacct"
),
"completedacct_renamed_casted" AS (
-- Column Type Casting:
-- parsed_date: from VARCHAR to DATE
-- transaction_date: from VARCHAR to DATE
SELECT
"account_id",
"district_id",
"transaction_frequency",
"year_",
"month_number",
"day_of_month",
CAST("parsed_date" AS DATE) AS "parsed_date",
CAST("transaction_date" AS DATE) AS "transaction_date"
FROM "completedacct_renamed"
)
-- COCOON BLOCK END
SELECT * FROM "completedacct_renamed_casted"stg_completedacct.yml (Document the table)
version: 2
models:
- name: stg_completedacct
description: The table is about bank accounts. It contains details of account IDs,
district IDs, frequency of transactions, and dates. The dates are parsed into
separate columns for year, month, and day. The frequency column shows "Monthly
Issuance" for all samples, suggesting these are recurring transactions or statements.
columns:
- name: account_id
description: Unique identifier for bank accounts
tests:
- not_null
- unique
cocoon_meta:
uniqueness: This column represents a unique identifier for bank accounts. For
this table, each row appears to be a specific transaction or statement for
a bank account. The account_id is likely to be unique across rows as it's
designed to uniquely identify each account.
patterns:
- regex: A\d{8}
summary: Account IDs starting with 'A' followed by 8 digits
- name: district_id
description: Identifier for the bank district
tests:
- not_null
- name: transaction_frequency
description: Frequency of account activity or statements
tests:
- not_null
- accepted_values:
values:
- Monthly Issuance
- Weekly Issuance
- Issuance After Transaction
- Daily Issuance
- Bi-Weekly Issuance
- Quarterly Issuance
- Annual Issuance
- Semi-Annual Issuance
- On-Demand Issuance
- name: year_
description: Year of the transaction
tests:
- not_null
- name: month_number
description: Month of the transaction
tests:
- not_null
- name: day_of_month
description: Day of the month for the transaction
tests:
- not_null
- name: parsed_date
description: Parsed full date of the transaction
tests:
- not_null
- name: transaction_date
description: Full date of the transaction or statement
tests:
- not_null
stg_completedcard (first 100 rows)
| card_id | display_id | card_type | transaction_year | transaction_month | transaction_day | remove_column | transaction_date | |
|---|---|---|---|---|---|---|---|---|
| 0 | V00001005 | D00009285 | VISA Signature | 2013 | 11 | 7 | 2013-11-07 | 2013-11-07 |
| 1 | V00000104 | D00000588 | VISA Signature | 2014 | 1 | 19 | 2014-01-19 | 2014-01-19 |
| 2 | V00000747 | D00004915 | VISA Signature | 2014 | 2 | 5 | 2014-02-05 | 2014-02-05 |
| 3 | V00000070 | D00000439 | VISA Signature | 2014 | 2 | 8 | 2014-02-08 | 2014-02-08 |
| 4 | V00000577 | D00003687 | VISA Signature | 2014 | 2 | 15 | 2014-02-15 | 2014-02-15 |
| 5 | V00000377 | D00002429 | VISA Signature | 2014 | 3 | 3 | 2014-03-03 | 2014-03-03 |
| 6 | V00000721 | D00004680 | VISA Standard | 2014 | 4 | 5 | 2014-04-05 | 2014-04-05 |
| 7 | V00000437 | D00002762 | VISA Signature | 2014 | 6 | 1 | 2014-06-01 | 2014-06-01 |
| 8 | V00000188 | D00001146 | VISA Signature | 2014 | 6 | 19 | 2014-06-19 | 2014-06-19 |
| 9 | V00000013 | D00000087 | VISA Signature | 2014 | 6 | 29 | 2014-06-29 | 2014-06-29 |
| 10 | V00000732 | D00004763 | VISA Signature | 2014 | 7 | 21 | 2014-07-21 | 2014-07-21 |
| 11 | V00000181 | D00001066 | VISA Signature | 2014 | 8 | 19 | 2014-08-19 | 2014-08-19 |
| 12 | V00000384 | D00002475 | VISA Standard | 2014 | 9 | 15 | 2014-09-15 | 2014-09-15 |
| 13 | V00000309 | D00001946 | VISA Signature | 2014 | 9 | 19 | 2014-09-19 | 2014-09-19 |
| 14 | V00000478 | D00003084 | VISA Signature | 2014 | 10 | 9 | 2014-10-09 | 2014-10-09 |
| 15 | V00000563 | D00003589 | VISA Signature | 2014 | 10 | 21 | 2014-10-21 | 2014-10-21 |
| 16 | V00000369 | D00002363 | VISA Signature | 2014 | 11 | 8 | 2014-11-08 | 2014-11-08 |
| 17 | V00000376 | D00002428 | VISA Signature | 2014 | 11 | 10 | 2014-11-10 | 2014-11-10 |
| 18 | V00000483 | D00003115 | VISA Signature | 2014 | 11 | 24 | 2014-11-24 | 2014-11-24 |
| 19 | V00000174 | D00001039 | VISA Standard | 2014 | 12 | 4 | 2014-12-04 | 2014-12-04 |
| 20 | V00000658 | D00004251 | VISA Signature | 2014 | 12 | 25 | 2014-12-25 | 2014-12-25 |
| 21 | V00000763 | D00005138 | VISA Standard | 2014 | 12 | 30 | 2014-12-30 | 2014-12-30 |
| 22 | V00000778 | D00005275 | VISA Signature | 2015 | 1 | 2 | 2015-01-02 | 2015-01-02 |
| 23 | V00001039 | D00009837 | VISA Signature | 2015 | 1 | 7 | 2015-01-07 | 2015-01-07 |
| 24 | V00000477 | D00003082 | VISA Standard | 2015 | 1 | 16 | 2015-01-16 | 2015-01-16 |
| 25 | V00000168 | D00001018 | VISA Signature | 2015 | 1 | 24 | 2015-01-24 | 2015-01-24 |
| 26 | V00000314 | D00001999 | VISA Standard | 2015 | 1 | 27 | 2015-01-27 | 2015-01-27 |
| 27 | V00000468 | D00003023 | VISA Signature | 2015 | 1 | 30 | 2015-01-30 | 2015-01-30 |
| 28 | V00000208 | D00001246 | VISA Infinite | 2015 | 2 | 8 | 2015-02-08 | 2015-02-08 |
| 29 | V00000766 | D00005200 | VISA Signature | 2015 | 2 | 11 | 2015-02-11 | 2015-02-11 |
| 30 | V00000464 | D00002984 | VISA Signature | 2015 | 2 | 21 | 2015-02-21 | 2015-02-21 |
| 31 | V00000497 | D00003184 | VISA Signature | 2015 | 3 | 3 | 2015-03-03 | 2015-03-03 |
| 32 | V00000166 | D00000999 | VISA Signature | 2015 | 3 | 5 | 2015-03-05 | 2015-03-05 |
| 33 | V00000015 | D00000114 | VISA Signature | 2015 | 3 | 5 | 2015-03-05 | 2015-03-05 |
| 34 | V00000503 | D00003225 | VISA Signature | 2015 | 3 | 8 | 2015-03-08 | 2015-03-08 |
| 35 | V00001038 | D00009787 | VISA Standard | 2015 | 3 | 30 | 2015-03-30 | 2015-03-30 |
| 36 | V00000737 | D00004791 | VISA Signature | 2015 | 4 | 13 | 2015-04-13 | 2015-04-13 |
| 37 | V00000418 | D00002623 | VISA Signature | 2015 | 4 | 14 | 2015-04-14 | 2015-04-14 |
| 38 | V00000759 | D00005117 | VISA Standard | 2015 | 4 | 18 | 2015-04-18 | 2015-04-18 |
| 39 | V00000223 | D00001353 | VISA Signature | 2015 | 4 | 18 | 2015-04-18 | 2015-04-18 |
| 40 | V00000005 | D00000051 | VISA Standard | 2015 | 4 | 24 | 2015-04-24 | 2015-04-24 |
| 41 | V00000159 | D00000946 | VISA Signature | 2015 | 5 | 1 | 2015-05-01 | 2015-05-01 |
| 42 | V00001223 | D00013231 | VISA Standard | 2015 | 5 | 2 | 2015-05-02 | 2015-05-02 |
| 43 | V00000662 | D00004293 | VISA Signature | 2015 | 5 | 9 | 2015-05-09 | 2015-05-09 |
| 44 | V00000779 | D00005323 | VISA Standard | 2015 | 5 | 21 | 2015-05-21 | 2015-05-21 |
| 45 | V00001040 | D00009890 | VISA Standard | 2015 | 5 | 28 | 2015-05-28 | 2015-05-28 |
| 46 | V00000545 | D00003458 | VISA Signature | 2015 | 5 | 30 | 2015-05-30 | 2015-05-30 |
| 47 | V00000467 | D00003019 | VISA Signature | 2015 | 6 | 5 | 2015-06-05 | 2015-06-05 |
| 48 | V00001247 | D00013660 | VISA Signature | 2015 | 6 | 13 | 2015-06-13 | 2015-06-13 |
| 49 | V00000652 | D00004211 | VISA Signature | 2015 | 6 | 16 | 2015-06-16 | 2015-06-16 |
| 50 | V00000559 | D00003573 | VISA Signature | 2015 | 6 | 17 | 2015-06-17 | 2015-06-17 |
| 51 | V00000719 | D00004663 | VISA Signature | 2015 | 6 | 24 | 2015-06-24 | 2015-06-24 |
| 52 | V00000397 | D00002513 | VISA Signature | 2015 | 6 | 24 | 2015-06-24 | 2015-06-24 |
| 53 | V00000107 | D00000593 | VISA Signature | 2015 | 6 | 27 | 2015-06-27 | 2015-06-27 |
| 54 | V00000661 | D00004270 | VISA Signature | 2015 | 7 | 3 | 2015-07-03 | 2015-07-03 |
| 55 | V00000484 | D00003116 | VISA Signature | 2015 | 7 | 4 | 2015-07-04 | 2015-07-04 |
| 56 | V00000501 | D00003197 | VISA Signature | 2015 | 7 | 9 | 2015-07-09 | 2015-07-09 |
| 57 | V00000422 | D00002650 | VISA Standard | 2015 | 7 | 11 | 2015-07-11 | 2015-07-11 |
| 58 | V00000705 | D00004555 | VISA Signature | 2015 | 7 | 12 | 2015-07-12 | 2015-07-12 |
| 59 | V00000410 | D00002569 | VISA Signature | 2015 | 7 | 20 | 2015-07-20 | 2015-07-20 |
| 60 | V00000136 | D00000778 | VISA Signature | 2015 | 7 | 28 | 2015-07-28 | 2015-07-28 |
| 61 | V00000592 | D00003782 | VISA Standard | 2015 | 8 | 7 | 2015-08-07 | 2015-08-07 |
| 62 | V00000262 | D00001647 | VISA Standard | 2015 | 8 | 24 | 2015-08-24 | 2015-08-24 |
| 63 | V00000018 | D00000128 | VISA Signature | 2015 | 8 | 25 | 2015-08-25 | 2015-08-25 |
| 64 | V00000003 | D00000041 | VISA Infinite | 2015 | 9 | 3 | 2015-09-03 | 2015-09-03 |
| 65 | V00000098 | D00000537 | VISA Signature | 2015 | 9 | 6 | 2015-09-06 | 2015-09-06 |
| 66 | V00000167 | D00001011 | VISA Signature | 2015 | 9 | 15 | 2015-09-15 | 2015-09-15 |
| 67 | V00000097 | D00000531 | VISA Standard | 2015 | 9 | 19 | 2015-09-19 | 2015-09-19 |
| 68 | V00000699 | D00004532 | VISA Signature | 2015 | 9 | 26 | 2015-09-26 | 2015-09-26 |
| 69 | V00000342 | D00002157 | VISA Signature | 2015 | 9 | 27 | 2015-09-27 | 2015-09-27 |
| 70 | V00000713 | D00004627 | VISA Signature | 2015 | 9 | 30 | 2015-09-30 | 2015-09-30 |
| 71 | V00000118 | D00000652 | VISA Signature | 2015 | 10 | 22 | 2015-10-22 | 2015-10-22 |
| 72 | V00000783 | D00005433 | VISA Standard | 2015 | 10 | 24 | 2015-10-24 | 2015-10-24 |
| 73 | V00001103 | D00011189 | VISA Signature | 2015 | 11 | 4 | 2015-11-04 | 2015-11-04 |
| 74 | V00000504 | D00003230 | VISA Standard | 2015 | 11 | 6 | 2015-11-06 | 2015-11-06 |
| 75 | V00000261 | D00001629 | VISA Infinite | 2015 | 11 | 9 | 2015-11-09 | 2015-11-09 |
| 76 | V00000296 | D00001876 | VISA Infinite | 2015 | 11 | 13 | 2015-11-13 | 2015-11-13 |
| 77 | V00000113 | D00000629 | VISA Standard | 2015 | 11 | 16 | 2015-11-16 | 2015-11-16 |
| 78 | V00000092 | D00000508 | VISA Signature | 2015 | 11 | 20 | 2015-11-20 | 2015-11-20 |
| 79 | V00001225 | D00013268 | VISA Signature | 2015 | 11 | 22 | 2015-11-22 | 2015-11-22 |
| 80 | V00000393 | D00002498 | VISA Standard | 2015 | 12 | 3 | 2015-12-03 | 2015-12-03 |
| 81 | V00000695 | D00004507 | VISA Signature | 2015 | 12 | 15 | 2015-12-15 | 2015-12-15 |
| 82 | V00000666 | D00004328 | VISA Standard | 2015 | 12 | 25 | 2015-12-25 | 2015-12-25 |
| 83 | V00000462 | D00002978 | VISA Signature | 2015 | 12 | 30 | 2015-12-30 | 2015-12-30 |
| 84 | V00000085 | D00000489 | VISA Signature | 2015 | 12 | 31 | 2015-12-31 | 2015-12-31 |
| 85 | V00000337 | D00002141 | VISA Signature | 2016 | 1 | 1 | 2016-01-01 | 2016-01-01 |
| 86 | V00000771 | D00005233 | VISA Signature | 2016 | 1 | 8 | 2016-01-08 | 2016-01-08 |
| 87 | V00000379 | D00002431 | VISA Signature | 2016 | 1 | 12 | 2016-01-12 | 2016-01-12 |
| 88 | V00000106 | D00000592 | VISA Signature | 2016 | 1 | 14 | 2016-01-14 | 2016-01-14 |
| 89 | V00000606 | D00003883 | VISA Signature | 2016 | 1 | 22 | 2016-01-22 | 2016-01-22 |
| 90 | V00000427 | D00002688 | VISA Infinite | 2016 | 1 | 25 | 2016-01-25 | 2016-01-25 |
| 91 | V00000202 | D00001228 | VISA Signature | 2016 | 2 | 4 | 2016-02-04 | 2016-02-04 |
| 92 | V00000814 | D00005911 | VISA Signature | 2016 | 2 | 15 | 2016-02-15 | 2016-02-15 |
| 93 | V00001064 | D00010328 | VISA Signature | 2016 | 2 | 17 | 2016-02-17 | 2016-02-17 |
| 94 | V00000014 | D00000112 | VISA Signature | 2016 | 2 | 17 | 2016-02-17 | 2016-02-17 |
| 95 | V00000423 | D00002657 | VISA Signature | 2016 | 2 | 19 | 2016-02-19 | 2016-02-19 |
| 96 | V00000989 | D00009119 | VISA Signature | 2016 | 2 | 21 | 2016-02-21 | 2016-02-21 |
| 97 | V00000364 | D00002329 | VISA Signature | 2016 | 2 | 29 | 2016-02-29 | 2016-02-29 |
| 98 | V00000267 | D00001691 | VISA Standard | 2016 | 3 | 9 | 2016-03-09 | 2016-03-09 |
| 99 | V00000621 | D00003970 | VISA Standard | 2016 | 3 | 19 | 2016-03-19 | 2016-03-19 |
stg_completedcard.sql (clean the table)
-- COCOON BLOCK START: PLEASE DO NOT MODIFY THIS BLOCK FOR SELF-MAINTENANCE
WITH
"completedcard_renamed" AS (
-- Rename: Renaming columns
-- disp_id -> display_id
-- type -> card_type
-- year_ -> transaction_year
-- month_ -> transaction_month
-- day_ -> transaction_day
-- date_ -> transaction_date
-- fulldate -> remove_column
SELECT
"card_id",
"disp_id" AS "display_id",
"type" AS "card_type",
"year_" AS "transaction_year",
"month_" AS "transaction_month",
"day_" AS "transaction_day",
"date_" AS "transaction_date",
"fulldate" AS "remove_column"
FROM "completedcard"
),
"completedcard_renamed_casted" AS (
-- Column Type Casting:
-- remove_column: from VARCHAR to DATE
-- transaction_date: from VARCHAR to DATE
SELECT
"card_id",
"display_id",
"card_type",
"transaction_year",
"transaction_month",
"transaction_day",
CAST("remove_column" AS DATE) AS "remove_column",
CAST("transaction_date" AS DATE) AS "transaction_date"
FROM "completedcard_renamed"
)
-- COCOON BLOCK END
SELECT * FROM "completedcard_renamed_casted"stg_completedcard.yml (Document the table)
version: 2
models:
- name: stg_completedcard
description: The table is about completed credit card transactions. It contains
details of each transaction including the card ID, display ID, card type, and
the date of the transaction. The date is broken down into separate columns for
year, month, and day, as well as full date formats. All transactions in the sample
are for VISA Signature cards.
columns:
- name: card_id
description: Unique identifier for the credit card
tests:
- not_null
- unique
cocoon_meta:
uniqueness: This column represents a unique identifier for each credit card.
For this table, each row is a separate transaction. The card_id appears to
be unique across rows in the sample, and logically, it should be unique for
each credit card.
patterns:
- regex: V\d{8}
summary: Values starting with 'V' followed by 8 digits
- name: display_id
description: Unique display identifier for the transaction
tests:
- not_null
- unique
cocoon_meta:
uniqueness: This column represents a unique display identifier for each transaction.
For this table, each row is a separate transaction. The display_id appears
to be unique across rows in the sample, and logically, it should be unique
for each transaction.
patterns:
- regex: D\d{8}
summary: Alphanumeric identifiers starting with 'D' followed by 8 digits
- name: card_type
description: Type of credit card used
tests:
- not_null
- accepted_values:
values:
- VISA Signature
- VISA Standard
- VISA Infinite
- VISA Platinum
- Mastercard Standard
- Mastercard Gold
- Mastercard Platinum
- Mastercard World
- Mastercard World Elite
- American Express Green
- American Express Gold
- American Express Platinum
- American Express Centurion
- Discover it
- Discover it Miles
- Discover it Chrome
- JCB Standard
- JCB Gold
- JCB Platinum
- Diners Club
- name: transaction_year
description: Year when transaction occurred
tests:
- not_null
- name: transaction_month
description: Month when transaction occurred (1-12)
tests:
- not_null
- name: transaction_day
description: Day of the month when transaction occurred
tests:
- not_null
- name: remove_column
description: Full date of transaction (redundant with date_)
tests:
- not_null
- name: transaction_date
description: Transaction date in YYYY-MM-DD format
tests:
- not_null
stg_CRM_Events (first 100 rows)
| financial_product | specific_product | complaint_category | tags | submission_method | resolution_type | timely_response | consumer_disputed | complaint_id | client_id | date_received | date_sent_to_company | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Bank account or service | Checking account | Deposits and withdrawals | None | Closed with explanation | Yes | No | CR0922485 | 1925.0 | 2014-07-03 | 2014-07-09 | |
| 1 | Bank account or service | Savings account | Account opening, closing, or management | None | Closed with relief | Yes | No | CR0057298 | 3141.0 | 2012-04-12 | 2012-04-13 | |
| 2 | Bank account or service | Checking account | Account opening, closing, or management | None | Closed without relief | Yes | No | CR0043811 | 297.0 | 2012-04-03 | 2012-04-03 | |
| 3 | Credit card | None | Billing disputes | None | Closed with relief | Yes | No | CR0035411 | 4275.0 | 2012-03-14 | 2012-03-14 | |
| 4 | Bank account or service | Checking account | Account opening, closing, or management | None | Closed with relief | Yes | No | CR0030939 | 900.0 | 2012-03-05 | 2012-03-06 | |
| 5 | Bank account or service | Checking account | Problems caused by my funds being low | None | Closed with relief | Yes | No | CR0030070 | 11596.0 | 2012-03-05 | 2012-03-05 | |
| 6 | Credit card | None | Miscellaneous fee issues | None | Closed without relief | Yes | No | CR0013328 | 2716.0 | 2012-02-23 | 2012-02-24 | |
| 7 | Credit card | None | Identity theft / Fraud / Embezzlement | None | Fax | Closed with explanation | Yes | None | CR2347888 | 11252.0 | 2017-02-16 | 2017-02-22 |
| 8 | Bank account or service | (CD) Certificate of deposit | Deposits and withdrawals | None | Fax | Closed with explanation | Yes | None | CR2327253 | 7366.0 | 2017-02-03 | 2017-02-07 |
| 9 | Credit card | None | Miscellaneous issues | None | Fax | Closed with explanation | Yes | None | CR2319065 | 4459.0 | 2017-01-31 | 2017-02-03 |
| 10 | Bank account or service | Other bank product/service | Making/receiving payments, sending money | None | Fax | Closed with explanation | Yes | None | CR2318000 | 2463.0 | 2017-01-30 | 2017-02-02 |
| 11 | Credit card | None | Miscellaneous issues | None | Fax | Closed with explanation | Yes | Yes | CR2281296 | 1075.0 | 2017-01-09 | 2017-01-10 |
| 12 | Credit card | None | Credit line increase/decrease | None | Fax | Closed with explanation | Yes | Yes | CR2254957 | 3048.0 | 2016-12-19 | 2016-12-19 |
| 13 | Credit card | None | Billing disputes | None | Fax | Closed with explanation | Yes | No | CR2241469 | 3061.0 | 2016-12-08 | 2016-12-09 |
| 14 | Credit card | None | Billing disputes | None | Fax | Closed with explanation | Yes | Yes | CR2241293 | 2563.0 | 2016-12-08 | 2016-12-09 |
| 15 | Bank account or service | Checking account | Making/receiving payments, sending money | None | Fax | Closed with monetary relief | Yes | No | CR2239563 | 2298.0 | 2016-12-07 | 2016-12-08 |
| 16 | Credit card | None | Late fee | None | Fax | Closed with monetary relief | Yes | No | CR2230679 | 2771.0 | 2016-12-01 | 2016-12-02 |
| 17 | Bank account or service | Other bank product/service | Account opening, closing, or management | None | Fax | Closed with explanation | Yes | No | CR2225814 | 1537.0 | 2016-11-28 | 2016-11-29 |
| 18 | Bank account or service | Checking account | Deposits and withdrawals | None | Fax | Closed with monetary relief | Yes | No | CR2214250 | 10077.0 | 2016-11-17 | 2016-11-18 |
| 19 | Bank account or service | Checking account | Deposits and withdrawals | None | Fax | Closed with explanation | Yes | No | CR2208613 | 1768.0 | 2016-11-16 | 2016-11-16 |
| 20 | Bank account or service | (CD) Certificate of deposit | Account opening, closing, or management | None | Fax | Closed with explanation | Yes | No | CR2200226 | 1671.0 | 2016-11-08 | 2016-11-09 |
| 21 | Credit card | None | Sale of account | None | Fax | Closed with explanation | Yes | No | CR2195804 | 2994.0 | 2016-11-04 | 2016-11-07 |
| 22 | Credit card | None | Identity theft / Fraud / Embezzlement | None | Fax | Closed with monetary relief | Yes | No | CR2192368 | 3098.0 | 2016-11-02 | 2016-11-15 |
| 23 | Credit card | None | Debt collection issues | None | Closed without relief | Yes | No | CR0003732 | 146.0 | 2011-12-07 | 2012-02-29 | |
| 24 | Bank account or service | Other bank product/service | Deposits and withdrawals | None | Fax | Closed with explanation | Yes | None | CR2405000 | 778.0 | 2017-03-27 | 2017-03-27 |
| 25 | Credit card | None | Miscellaneous issues | None | Fax | Closed with non-monetary relief | Yes | None | CR2398334 | 706.0 | 2017-03-21 | 2017-03-21 |
| 26 | Bank account or service | Other bank product/service | Account opening, closing, or management | None | Fax | In progress | Yes | None | CR2395319 | 2065.0 | 2017-03-20 | 2017-03-21 |
| 27 | Bank account or service | Other bank product/service | Deposits and withdrawals | None | Fax | Closed with explanation | Yes | None | CR2375209 | 298.0 | 2017-03-07 | 2017-03-09 |
| 28 | Bank account or service | Checking account | Account opening, closing, or management | None | Fax | Closed with monetary relief | Yes | None | CR2371479 | 2926.0 | 2017-03-03 | 2017-03-08 |
| 29 | Credit card | None | Identity theft / Fraud / Embezzlement | None | Fax | Closed with explanation | Yes | None | CR2368953 | 3552.0 | 2017-03-02 | 2017-03-06 |
| 30 | Bank account or service | Savings account | Deposits and withdrawals | None | Fax | Closed with monetary relief | Yes | None | CR2353277 | 438.0 | 2017-02-21 | 2017-02-24 |
| 31 | Credit card | None | Identity theft / Fraud / Embezzlement | None | Fax | Closed with monetary relief | Yes | No | CR2190357 | 3203.0 | 2016-11-02 | 2016-11-14 |
| 32 | Bank account or service | Other bank product/service | Account opening, closing, or management | Older American | Fax | Closed with non-monetary relief | Yes | No | CR2184843 | 10041.0 | 2016-10-28 | 2016-10-31 |
| 33 | Bank account or service | Other bank product/service | Account opening, closing, or management | None | Fax | Closed with explanation | Yes | No | CR2150336 | 1791.0 | 2016-10-06 | 2016-10-12 |
| 34 | Bank account or service | (CD) Certificate of deposit | Account opening, closing, or management | Older American | Fax | Closed with explanation | Yes | No | CR2147799 | 5050.0 | 2016-10-05 | 2016-10-14 |
| 35 | Bank account or service | Other bank product/service | Account opening, closing, or management | None | Fax | Closed with explanation | Yes | Yes | CR2146555 | 3330.0 | 2016-10-04 | 2016-10-06 |
| 36 | Bank account or service | Other bank product/service | Deposits and withdrawals | None | Fax | Closed with monetary relief | Yes | No | CR2140531 | 3003.0 | 2016-09-30 | 2016-10-14 |
| 37 | Bank account or service | Other bank product/service | Deposits and withdrawals | None | Fax | Closed with monetary relief | Yes | No | CR2132541 | 489.0 | 2016-09-26 | 2016-09-28 |
| 38 | Bank account or service | Checking account | Account opening, closing, or management | None | Fax | Closed with explanation | Yes | Yes | CR2128698 | 1520.0 | 2016-09-23 | 2016-09-27 |
| 39 | Bank account or service | Other bank product/service | Account opening, closing, or management | None | Fax | Closed with explanation | Yes | No | CR2125933 | 3001.0 | 2016-09-22 | 2016-09-26 |
| 40 | Credit card | None | Balance transfer fee | None | Fax | Closed with non-monetary relief | Yes | No | CR2106749 | 11329.0 | 2016-09-12 | 2016-09-14 |
| 41 | Credit card | None | Billing disputes | None | Fax | Closed with explanation | Yes | No | CR2089516 | 3317.0 | 2016-08-31 | 2016-09-06 |
| 42 | Bank account or service | Other bank product/service | Deposits and withdrawals | None | Fax | Closed with explanation | Yes | No | CR2083797 | 1600.0 | 2016-08-26 | 2016-08-30 |
| 43 | Bank account or service | Savings account | Deposits and withdrawals | None | Fax | Closed with explanation | Yes | Yes | CR2081319 | 572.0 | 2016-08-25 | 2016-08-30 |
| 44 | Credit card | None | Billing disputes | None | Fax | Closed with explanation | Yes | No | CR2075840 | 119.0 | 2016-08-22 | 2016-08-24 |
| 45 | Bank account or service | Other bank product/service | Account opening, closing, or management | None | Fax | Closed with monetary relief | Yes | Yes | CR2053856 | 3819.0 | 2016-08-09 | 2016-08-29 |
| 46 | Bank account or service | Other bank product/service | Making/receiving payments, sending money | None | Fax | Closed with explanation | Yes | No | CR2047406 | 3069.0 | 2016-08-04 | 2016-08-08 |
| 47 | Bank account or service | (CD) Certificate of deposit | Account opening, closing, or management | Older American | Fax | Closed with explanation | Yes | No | CR2036377 | 524.0 | 2016-07-28 | 2016-08-02 |
| 48 | Bank account or service | Checking account | Deposits and withdrawals | Older American | Fax | Closed with monetary relief | Yes | No | CR2019528 | 697.0 | 2016-07-19 | 2016-07-20 |
| 49 | Bank account or service | Other bank product/service | Account opening, closing, or management | Older American | Fax | Closed with explanation | Yes | No | CR2017443 | 4643.0 | 2016-07-18 | 2016-07-19 |
| 50 | Bank account or service | Checking account | Account opening, closing, or management | None | Fax | Closed with explanation | Yes | No | CR2015196 | 137.0 | 2016-07-15 | 2016-07-16 |
| 51 | Credit card | None | Billing disputes | None | Fax | Closed with explanation | Yes | No | CR1994567 | 7011.0 | 2016-07-01 | 2016-07-11 |
| 52 | Bank account or service | Checking account | Deposits and withdrawals | None | Fax | Closed with explanation | Yes | No | CR1952426 | 3837.0 | 2016-06-02 | 2016-06-06 |
| 53 | Bank account or service | Other bank product/service | Account opening, closing, or management | None | Fax | Closed with explanation | Yes | No | CR1943347 | 2799.0 | 2016-05-26 | 2016-05-27 |
| 54 | Credit card | None | Identity theft / Fraud / Embezzlement | None | Fax | Closed with explanation | Yes | No | CR1942158 | 3834.0 | 2016-05-25 | 2016-05-31 |
| 55 | Bank account or service | Other bank product/service | Account opening, closing, or management | None | Fax | Closed with explanation | Yes | No | CR1941865 | 5180.0 | 2016-05-25 | 2016-05-31 |
| 56 | Credit card | None | Identity theft / Fraud / Embezzlement | None | Fax | Closed with explanation | Yes | Yes | CR1938865 | 1699.0 | 2016-05-24 | 2016-05-31 |
| 57 | Bank account or service | Checking account | Problems caused by my funds being low | None | Fax | Closed with explanation | Yes | Yes | CR1936930 | 3632.0 | 2016-05-23 | 2016-05-24 |
| 58 | Bank account or service | Checking account | Account opening, closing, or management | None | Fax | Closed with explanation | Yes | No | CR1932270 | 2463.0 | 2016-05-19 | 2016-05-31 |
| 59 | Bank account or service | Other bank product/service | Account opening, closing, or management | None | Fax | Closed with explanation | Yes | No | CR1924106 | 4493.0 | 2016-05-13 | 2016-05-13 |
| 60 | Credit card | None | Customer service issues | None | Fax | Closed with monetary relief | Yes | No | CR1913916 | 3116.0 | 2016-05-06 | 2016-05-11 |
| 61 | Bank account or service | Checking account | Account opening, closing, or management | None | Fax | Closed with non-monetary relief | Yes | No | CR1912930 | 2324.0 | 2016-05-06 | 2016-05-16 |
| 62 | Bank account or service | Checking account | Account opening, closing, or management | None | Fax | Closed with explanation | Yes | No | CR1905472 | 1579.0 | 2016-05-02 | 2016-05-02 |
| 63 | Credit card | None | Identity theft / Fraud / Embezzlement | None | Fax | Closed with explanation | Yes | No | CR1894861 | 3039.0 | 2016-04-25 | 2016-04-28 |
| 64 | Bank account or service | Other bank product/service | Deposits and withdrawals | None | Fax | Closed with monetary relief | Yes | Yes | CR1885950 | 4294.0 | 2016-04-19 | 2016-04-21 |
| 65 | Bank account or service | Other bank product/service | Deposits and withdrawals | None | Fax | Closed with explanation | Yes | Yes | CR1884968 | 12358.0 | 2016-04-18 | 2016-04-18 |
| 66 | Bank account or service | Other bank product/service | Problems caused by my funds being low | None | Fax | Closed with monetary relief | Yes | No | CR1881766 | 462.0 | 2016-04-15 | 2016-04-15 |
| 67 | Bank account or service | Checking account | Deposits and withdrawals | None | Fax | Closed with monetary relief | Yes | No | CR1882476 | 13417.0 | 2016-04-15 | 2016-04-15 |
| 68 | Bank account or service | Other bank product/service | Account opening, closing, or management | None | Fax | Closed with explanation | Yes | No | CR1869568 | 1445.0 | 2016-04-07 | 2016-04-11 |
| 69 | Credit card | None | Identity theft / Fraud / Embezzlement | Older American, Servicemember | Fax | Closed with explanation | Yes | No | CR1863969 | 2209.0 | 2016-04-04 | 2016-04-06 |
| 70 | Bank account or service | Checking account | Deposits and withdrawals | Servicemember | Fax | Closed with explanation | Yes | No | CR1845683 | 6256.0 | 2016-03-23 | 2016-03-23 |
| 71 | Bank account or service | Other bank product/service | Account opening, closing, or management | None | Fax | Closed with explanation | Yes | Yes | CR1826636 | 472.0 | 2016-03-10 | 2016-03-10 |
| 72 | Bank account or service | Checking account | Account opening, closing, or management | None | Fax | Closed with explanation | Yes | No | CR1822084 | 3977.0 | 2016-03-08 | 2016-03-08 |
| 73 | Bank account or service | Checking account | Deposits and withdrawals | None | Fax | Closed with explanation | Yes | No | CR1809285 | 3372.0 | 2016-02-29 | 2016-03-01 |
| 74 | Bank account or service | Other bank product/service | Deposits and withdrawals | None | Fax | Closed with explanation | Yes | Yes | CR1791074 | 11906.0 | 2016-02-17 | 2016-02-18 |
| 75 | Bank account or service | Other bank product/service | Account opening, closing, or management | None | Fax | Closed with explanation | Yes | Yes | CR1789593 | 9236.0 | 2016-02-16 | 2016-03-21 |
| 76 | Credit card | None | Miscellaneous issues | None | Fax | Closed with explanation | Yes | No | CR1784697 | 9458.0 | 2016-02-11 | 2016-02-17 |
| 77 | Bank account or service | Checking account | Account opening, closing, or management | Servicemember | Fax | Closed with non-monetary relief | Yes | No | CR1775172 | 4445.0 | 2016-02-05 | 2016-02-05 |
| 78 | Bank account or service | Other bank product/service | Account opening, closing, or management | None | Fax | Closed with explanation | Yes | No | CR1773179 | 3283.0 | 2016-02-04 | 2016-02-17 |
| 79 | Bank account or service | Checking account | Deposits and withdrawals | None | Fax | Closed with explanation | Yes | No | CR1773807 | 2129.0 | 2016-02-04 | 2016-02-17 |
| 80 | Credit card | None | Billing disputes | None | Fax | Closed with explanation | Yes | No | CR1764286 | 2084.0 | 2016-01-29 | 2016-02-01 |
| 81 | Credit card | None | Miscellaneous issues | None | Fax | Closed with explanation | Yes | Yes | CR1762648 | 4449.0 | 2016-01-28 | 2016-01-29 |
| 82 | Credit card | None | Billing disputes | None | Fax | Closed with explanation | Yes | None | CR1756498 | 2296.0 | 2016-01-25 | 2016-01-26 |
| 83 | Credit card | None | Identity theft / Fraud / Embezzlement | None | Fax | Closed with explanation | Yes | Yes | CR1756563 | 2642.0 | 2016-01-25 | 2016-02-01 |
| 84 | Bank account or service | Other bank product/service | Account opening, closing, or management | None | Fax | Closed with monetary relief | Yes | No | CR1744554 | 3532.0 | 2016-01-15 | 2016-01-20 |
| 85 | Bank account or service | Other bank product/service | Deposits and withdrawals | Older American | Fax | Closed with monetary relief | Yes | No | CR1734737 | 4387.0 | 2016-01-08 | 2016-01-12 |
| 86 | Bank account or service | Other bank product/service | Account opening, closing, or management | Older American | Fax | Closed with explanation | Yes | No | CR1729929 | 2727.0 | 2016-01-06 | 2016-01-07 |
| 87 | Bank account or service | Other bank product/service | Account opening, closing, or management | Older American | Fax | Closed with explanation | Yes | Yes | CR1725606 | 3241.0 | 2016-01-04 | 2016-01-04 |
| 88 | Bank account or service | Other bank product/service | Making/receiving payments, sending money | None | Fax | Closed with explanation | Yes | No | CR1713275 | 1316.0 | 2015-12-22 | 2015-12-23 |
| 89 | Bank account or service | Other bank product/service | Problems caused by my funds being low | None | Fax | Closed with monetary relief | Yes | No | CR1708290 | 11064.0 | 2015-12-18 | 2015-12-18 |
| 90 | Bank account or service | Other bank product/service | Account opening, closing, or management | Older American | Fax | Closed with explanation | Yes | Yes | CR1676436 | 520.0 | 2015-11-30 | 2015-12-04 |
| 91 | Credit card | None | Miscellaneous issues | None | Fax | Closed with explanation | Yes | No | CR1660760 | 3092.0 | 2015-11-18 | 2015-12-14 |
| 92 | Bank account or service | Checking account | Account opening, closing, or management | None | Fax | Closed with monetary relief | Yes | No | CR1645849 | 1323.0 | 2015-11-09 | 2015-11-09 |
| 93 | Bank account or service | Other bank product/service | Problems caused by my funds being low | None | Fax | Closed with explanation | Yes | No | CR1645852 | 482.0 | 2015-11-09 | 2015-11-10 |
| 94 | Bank account or service | Other bank product/service | Deposits and withdrawals | None | Fax | Closed with explanation | Yes | No | CR1631076 | 2709.0 | 2015-10-29 | 2015-10-30 |
| 95 | Credit card | None | Miscellaneous issues | None | Fax | Closed with explanation | Yes | Yes | CR1621364 | 6924.0 | 2015-10-23 | 2015-10-26 |
| 96 | Credit card | None | Identity theft / Fraud / Embezzlement | Older American | Fax | Closed | Yes | Yes | CR1621318 | 1129.0 | 2015-10-23 | 2015-10-27 |
| 97 | Credit card | None | Billing disputes | None | Fax | Closed with monetary relief | Yes | Yes | CR1592064 | 3450.0 | 2015-10-05 | 2015-10-07 |
| 98 | Bank account or service | Checking account | Problems caused by my funds being low | None | Fax | Closed with explanation | Yes | No | CR1590438 | 2755.0 | 2015-10-02 | 2015-10-06 |
| 99 | Bank account or service | Other bank product/service | Making/receiving payments, sending money | None | Fax | Closed with non-monetary relief | Yes | No | CR1573466 | 2409.0 | 2015-09-21 | 2015-09-24 |
stg_CRM_Events.sql (clean the table)
-- COCOON BLOCK START: PLEASE DO NOT MODIFY THIS BLOCK FOR SELF-MAINTENANCE
WITH
"CRM_Events_renamed" AS (
-- Rename: Renaming columns
-- product -> financial_product
-- sub_product -> specific_product
-- issue -> complaint_category
-- sub_issue -> complaint_subcategory
-- consumer_complaint_narrative -> complaint_details
-- consumer_consent_provided -> public_consent
-- submitted_via -> submission_method
-- company_response_to_consumer -> resolution_type
SELECT
"date_received",
"product" AS "financial_product",
"sub_product" AS "specific_product",
"issue" AS "complaint_category",
"sub_issue" AS "complaint_subcategory",
"consumer_complaint_narrative" AS "complaint_details",
"tags",
"consumer_consent_provided" AS "public_consent",
"submitted_via" AS "submission_method",
"date_sent_to_company",
"company_response_to_consumer" AS "resolution_type",
"timely_response",
"consumer_disputed",
"complaint_id",
"client_id"
FROM "CRM_Events"
),
"CRM_Events_renamed_cleaned" AS (
-- Clean unusual string values:
-- complaint_category: The complaint_category column has several issues: 1. 'Closing/Cancelling account' overlaps with 'Account opening, closing, or management'. 2. 'Other' and 'Other fee' are vague categories that don't provide specific information. 3. Some categories are very specific (e.g., 'Balance transfer fee') while others are broad (e.g., 'Billing disputes'). 4. There's inconsistency in naming conventions (e.g., 'APR or interest rate' vs 'Balance transfer fee'). To address these issues, we'll map overlapping categories together, replace vague categories with more specific ones where possible, and standardize naming conventions.
SELECT
"date_received",
"financial_product",
"specific_product",
CASE
WHEN "complaint_category" = 'Closing/Cancelling account' THEN 'Account opening, closing, or management'
WHEN "complaint_category" = 'Other' THEN 'Miscellaneous issues'
WHEN "complaint_category" = 'Other fee' THEN 'Miscellaneous fee issues'
WHEN "complaint_category" = 'APR or interest rate' THEN 'Interest rate issues'
WHEN "complaint_category" = 'Customer service / Customer relations' THEN 'Customer service issues'
WHEN "complaint_category" = 'Credit card protection / Debt protection' THEN 'Credit protection issues'
WHEN "complaint_category" = 'Forbearance / Workout plans' THEN 'Repayment plans'
WHEN "complaint_category" = 'Collection debt dispute' THEN 'Debt collection issues'
ELSE "complaint_category"
END AS "complaint_category",
"complaint_subcategory",
"complaint_details",
"tags",
"public_consent",
"submission_method",
"date_sent_to_company",
"resolution_type",
"timely_response",
"consumer_disputed",
"complaint_id",
"client_id"
FROM "CRM_Events_renamed"
),
"CRM_Events_renamed_cleaned_casted" AS (
-- Column Type Casting:
-- complaint_details: from FLOAT to VARCHAR
-- complaint_subcategory: from FLOAT to VARCHAR
-- date_received: from VARCHAR to DATE
-- date_sent_to_company: from VARCHAR to DATE
-- public_consent: from FLOAT to VARCHAR
SELECT
"financial_product",
"specific_product",
"complaint_category",
"tags",
"submission_method",
"resolution_type",
"timely_response",
"consumer_disputed",
"complaint_id",
"client_id",
CAST("complaint_details" AS VARCHAR) AS "complaint_details",
CAST("complaint_subcategory" AS VARCHAR) AS "complaint_subcategory",
CAST("date_received" AS DATE) AS "date_received",
CAST("date_sent_to_company" AS DATE) AS "date_sent_to_company",
CAST("public_consent" AS VARCHAR) AS "public_consent"
FROM "CRM_Events_renamed_cleaned"
),
"CRM_Events_renamed_cleaned_casted_missing_handled" AS (
-- Handling missing values: There are 5 columns with unacceptable missing values
-- complaint_details has 100.0 percent missing. Strategy: 🗑️ Drop Column
-- complaint_subcategory has 100.0 percent missing. Strategy: 🗑️ Drop Column
-- consumer_disputed has 5.3 percent missing. Strategy: 🔄 Unchanged
-- public_consent has 100.0 percent missing. Strategy: 🗑️ Drop Column
-- tags has 83.0 percent missing. Strategy: 🔄 Unchanged
SELECT
"financial_product",
"specific_product",
"complaint_category",
"tags",
"submission_method",
"resolution_type",
"timely_response",
"consumer_disputed",
"complaint_id",
"client_id",
"date_received",
"date_sent_to_company"
FROM "CRM_Events_renamed_cleaned_casted"
)
-- COCOON BLOCK END
SELECT * FROM "CRM_Events_renamed_cleaned_casted_missing_handled"stg_CRM_Events.yml (Document the table)
version: 2
models:
- name: stg_CRM_Events
description: The table is about customer complaints to financial institutions. It
includes details like the date received, product type, issue, how it was submitted,
the company's response, and whether it was resolved. Each row represents a unique
complaint with an ID. The table tracks the timeline and outcome of each complaint,
including whether the consumer disputed the resolution.
columns:
- name: financial_product
description: Financial product or service involved
tests:
- not_null
- accepted_values:
values:
- Bank account or service
- Credit card
- Mortgage
- Personal loan
- Auto loan
- Student loan
- Home equity loan or line of credit
- Investment account
- Savings account
- Checking account
- Certificate of deposit (CD)
- Money market account
- Retirement account (e.g., 401(k), IRA)
- Insurance product
- Foreign exchange service
- name: specific_product
description: Specific type of financial product
tests:
- accepted_values:
values:
- Checking account
- Savings account
- (CD) Certificate of deposit
- Money market account
- Individual Retirement Account (IRA)
- Personal loan
- Mortgage loan
- Home equity line of credit (HELOC)
- Credit card
- Debit card
- Online banking service
- Mobile banking app
- Wire transfer service
- Foreign currency exchange
- Safe deposit box
- Cashing a check without an account
- Notary services
- Investment/brokerage services
- Other bank product/service
cocoon_meta:
missing_acceptable: Not applicable for general financial products like credit
cards.
- name: complaint_category
description: Main category of the complaint
tests:
- not_null
- name: tags
description: Additional labels or categories for the complaint
tests:
- not_null
- accepted_values:
values:
- Older American
- Servicemember
- Older American, Servicemember
- Student
- Veteran
- Active Duty
- Reservist
- Dependent
- Guard
- Retired
- Disabled
- Low Income
- Immigrant
- Rural
- Minor
- name: submission_method
description: Method used to submit the complaint
tests:
- not_null
- accepted_values:
values:
- Postal mail
- Fax
- Email
- Phone
- Web form
- In person
- Mobile app
- name: resolution_type
description: How the company resolved the complaint
tests:
- not_null
- accepted_values:
values:
- Closed with explanation
- Closed with monetary relief
- Closed with non-monetary relief
- In progress
- Closed with relief
- Closed
- Closed without relief
- Withdrawn by consumer
- Resolved
- Administratively closed
- Pending
- Referred to other agency
- name: timely_response
description: Whether company responded within expected timeframe
tests:
- not_null
- accepted_values:
values:
- 'Yes'
- 'No'
- name: consumer_disputed
description: Whether consumer disagreed with resolution
tests:
- not_null
- accepted_values:
values:
- 'No'
- 'Yes'
- name: complaint_id
description: Unique identifier for the complaint
tests:
- not_null
- unique
cocoon_meta:
uniqueness: This column represents a unique identifier for each complaint. For
this table, each row is for a specific complaint, and complaint_id is unique
across rows.
patterns:
- regex: CR\d{7}
summary: Complaint ID values starting with 'CR' followed by 7 digits
- name: client_id
description: Unique identifier for the client
tests:
- not_null
- name: date_received
description: Date when the complaint was received
tests:
- not_null
- name: date_sent_to_company
description: Date when complaint was forwarded to company
tests:
- not_null
stg_LuxuryLoanPortfolio (first 100 rows)
| loan_id | loan_amount | loan_duration_years | loan_duration_months | treasury_index_rate | interest_rate_percent | interest_rate_decimal | monthly_payment | total_payments_made | current_loan_balance | property_value | loan_purpose | first_name | middle_name | last_name | ssn | phone_number | employment_length_years | building_class_category | current_tax_class | current_building_class | address_1 | address_2 | city | state | items_financed | land_square_feet | gross_square_feet | job_title | funding_date | sale_tax_class | zip_code | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | LL0000076 | 790000.0 | 20 | 240 | 1.9600 | 3.359 | 0.03359 | 4524.65 | 92 | 373732.18 | 930250.0 | boat | Devin | Knox | Walters | 972-69-4236 | 542-843-5089 | 6 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2 | R1 | 171 SOUTH 9TH STREET | 9 | New York City | NY | 1 | 0.0 | 0.0 | Vice President Global Field Services | 2012-04-27 | 2 | 10001 |
| 1 | LL0000151 | 1720000.0 | 15 | 180 | 2.2100 | 3.508 | 0.03508 | 12302.74 | 62 | 957230.24 | 1995250.0 | boat | Rhett | Felix | Calderon | 577-13-5838 | 625-614-0118 | 10 | 04 TAX CLASS 1 CONDOS | 1 | R3 | 1242 E 80TH ST | 19 | New York City | NY | 1 | 0.0 | 0.0 | Senior program manager | 2014-10-14 | 1 | 10104 |
| 2 | LL0000161 | 3720000.0 | 15 | 180 | 2.6000 | 3.896 | 0.03896 | 27322.92 | 66 | 1916687.35 | 3881700.0 | boat | Jax | Sean | Richards | 263-55-1721 | 255-592-5290 | 1 | 04 TAX CLASS 1 CONDOS | 1 | R3 | 1884 53RD STREET | 2 | New York City | NY | 1 | 0.0 | 0.0 | None | 2014-06-07 | 1 | 10029 |
| 3 | LL0000175 | 1079000.0 | 20 | 240 | 1.9900 | 3.389 | 0.03389 | 6196.40 | 94 | 496538.75 | 1402450.0 | boat | Nicholas | Jeremy | Priest | 512-60-5121 | 757-337-7073 | 17 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2 | R1 | 79 EAGLE STREET | 6 | New York City | NY | 1 | 0.0 | 0.0 | Vice presiden | 2012-02-23 | 2 | 10010 |
| 4 | LL0000178 | 2028000.0 | 20 | 240 | 1.7900 | 3.188 | 0.03188 | 11439.05 | 45 | 1513242.57 | 2216500.0 | boat | Riley | Matteo | Hoffman | 271-64-4634 | 478-573-2416 | 5 | 49 CONDO WAREHOUSES/FACTORY/INDUS | 4 | RW | 34 NORTH 7TH STREET | 5 | New York City | NY | 1 | 0.0 | 0.0 | Bank examiner | 2016-04-01 | 4 | 10172 |
| 5 | LL0000195 | 612000.0 | 20 | 240 | 2.4609 | 3.860 | 0.03860 | 3663.61 | 26 | 516746.19 | 711850.0 | boat | Arabella | Marley | Castro | 474-50-8126 | 892-292-9784 | 3 | 07 RENTALS - WALKUP APARTMENTS | 2 | C3 | 1586 PROSPECT PLACE | 4 | New York City | NY | 4 | 3194.0 | 3296.0 | Senior Director of Video Programming | 2017-10-26 | 2 | 10026 |
| 6 | LL0000206 | 630000.0 | 15 | 180 | 2.3700 | 3.669 | 0.03669 | 4556.23 | 24 | 520650.57 | 667750.0 | boat | Leonardo | Jasper | Burdick | 626-46-8957 | 697-948-0097 | 1 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2 | R1 | 221 KINGSLAND AVENUE | 1 | New York City | NY | 1 | 0.0 | 0.0 | Field CTO | 2017-12-07 | 2 | 10023 |
| 7 | LL0000234 | 795000.0 | 20 | 240 | 2.3589 | 3.758 | 0.03758 | 4716.77 | 26 | 672363.91 | 895850.0 | boat | Henry | Jackson | Thao | 981-33-3139 | 640-589-4719 | 11 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2 | R1 | 221 KINGSLAND AVENUE | 2 | New York City | NY | 1 | 0.0 | 0.0 | vp of Sourcing and Supply Chain | 2017-10-06 | 2 | 10028 |
| 8 | LL0000250 | 2004000.0 | 15 | 180 | 1.7600 | 3.058 | 0.03058 | 13895.23 | 2 | 1976209.55 | 2068050.0 | boat | Amelia | Harper | Dickerson | 861-62-0214 | 331-988-6536 | 5 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2 | R1 | 221 KINGSLAND AVENUE | 3 | New York City | NY | 1 | 0.0 | 0.0 | Vice Presiden | 2019-10-12 | 2 | 10013 |
| 9 | LL0000311 | 4752000.0 | 20 | 240 | 1.7400 | 3.135 | 0.03135 | 26676.78 | 3 | 4671969.67 | 4937150.0 | boat | Sergio | Gideon | Benson | 152-86-8191 | 817-743-2573 | 1 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2 | R1 | 221 KINGSLAND AVENUE | 4 | New York City | NY | 1 | 0.0 | 0.0 | Sales manager | 2019-09-20 | 2 | 10199 |
| 10 | LL0000319 | 1790000.0 | 20 | 240 | 2.8900 | 4.288 | 0.04288 | 11120.61 | 12 | 1656552.66 | 1869300.0 | boat | Martin | Prince | Willey | 385-00-3598 | 964-655-0840 | 11 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2 | R1 | 221 KINGSLAND AVENUE | 5 | New York City | NY | 1 | 0.0 | 0.0 | Trading manager | 2018-12-11 | 2 | 10121 |
| 11 | LL0000327 | 1890000.0 | 20 | 240 | 1.6200 | 3.018 | 0.03018 | 10498.93 | 42 | 1449044.81 | 1954850.0 | boat | Raven | Danna | Robles | 632-74-2673 | 367-790-6730 | 13 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2 | R1 | 221 KINGSLAND AVENUE | 6 | New York City | NY | 1 | 0.0 | 0.0 | SrUnderwriter | 2016-06-13 | 2 | 10166 |
| 12 | LL0000400 | 1310000.0 | 20 | 240 | 2.4193 | 3.818 | 0.03818 | 7813.28 | 35 | 1036535.37 | 1364400.0 | boat | Jesse | Archer | Fairchild | 912-82-7956 | 585-743-3074 | 5 | 07 RENTALS - WALKUP APARTMENTS | 2 | C3 | 136 AMITY STREET | 5 | New York City | NY | 4 | 2500.0 | 5000.0 | Practice Director | 2017-01-08 | 2 | 10115 |
| 13 | LL0000527 | 5577000.0 | 20 | 240 | 2.4100 | 3.804 | 0.03804 | 33222.32 | 53 | 3816216.90 | 5718600.0 | boat | Brody | Omar | Stoddard | 565-55-8737 | 802-065-0912 | 12 | 07 RENTALS - WALKUP APARTMENTS | 2 | C2 | 37 FROST STREET | 6 | New York City | NY | 6 | 2500.0 | 4125.0 | Sales Manager | 2015-07-14 | 2 | 10010 |
| 14 | LL0000544 | 1640000.0 | 15 | 180 | 2.8500 | 4.148 | 0.04148 | 12252.87 | 12 | 1492965.52 | 1719350.0 | boat | Emiliano | Landen | Oh | 961-10-9612 | 665-662-7472 | 10 | 07 RENTALS - WALKUP APARTMENTS | 2 | C1 | 168 HICKS STREET | 10 | New York City | NY | 10 | 2550.0 | 5625.0 | Owner | 2018-12-10 | 2 | 10006 |
| 15 | LL0000549 | 728000.0 | 20 | 240 | 2.4600 | 3.859 | 0.03859 | 4357.64 | 24 | 623416.73 | 825150.0 | boat | Charlotte | Emily | Becker | 562-19-5485 | 398-608-2965 | 13 | 04 TAX CLASS 1 CONDOS | 1 | R3 | 1204 44TH STREET | 3 | New York City | NY | 1 | 0.0 | 0.0 | Realtor | 2017-12-19 | 1 | 10081 |
| 16 | LL0000558 | 1368000.0 | 20 | 240 | 2.2700 | 3.669 | 0.03669 | 8053.16 | 48 | 981448.18 | 1561500.0 | boat | Brady | Tucker | Kramer | 228-81-5265 | 405-437-1466 | 13 | 07 RENTALS - WALKUP APARTMENTS | 2 | C2 | 722 KNICKERBOCKER AVENUE | 6 | New York City | NY | 6 | 2600.0 | 5850.0 | Registered nurse | 2015-12-23 | 2 | 10012 |
| 17 | LL0000568 | 1380000.0 | 20 | 240 | 2.9700 | 4.369 | 0.04369 | 8633.28 | 19 | 1215967.68 | 1589950.0 | boat | Zoey | Helen | Gonzalez | 212-58-0465 | 799-297-7340 | 4 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2 | R1 | 45 LORIMER STREET | 2 | New York City | NY | 1 | 0.0 | 0.0 | Product Manager | 2018-05-12 | 2 | 10110 |
| 18 | LL0000569 | 1290000.0 | 20 | 240 | 1.8500 | 3.249 | 0.03249 | 7316.17 | 87 | 653493.12 | 1603100.0 | boat | Lylah | Emily | Parrish | 682-05-8535 | 594-044-3081 | 4 | 04 TAX CLASS 1 CONDOS | 1 | R3 | 1420 OUTLOOK AVENUE | 2 | New York City | NY | 1 | 0.0 | 0.0 | Owner/Partner+Landlord | 2012-09-17 | 1 | 10022 |
| 19 | LL0000578 | 638000.0 | 15 | 180 | 2.7300 | 4.029 | 0.04029 | 4728.49 | 68 | 316462.94 | 802100.0 | boat | Cody | Jorge | Patrick | 207-54-2146 | 246-322-0352 | 13 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2 | R1 | 235 LEE AVENUE | 4 | New York City | NY | 1 | 0.0 | 0.0 | Vice President | 2014-04-20 | 2 | 10031 |
| 20 | LL0000603 | 1180000.0 | 15 | 180 | 2.8600 | 4.159 | 0.04159 | 8822.64 | 21 | 994724.64 | 1273450.0 | boat | Nina | Alison | Barnett | 325-65-4707 | 556-914-0518 | 2 | 07 RENTALS - WALKUP APARTMENTS | 2 | C1 | 3020 AVE D | 21 | New York City | NY | 12 | 3683.0 | 9758.0 | Principal Broker | 2018-03-03 | 2 | 10109 |
| 21 | LL0000612 | 1100000.0 | 20 | 240 | 2.5400 | 3.939 | 0.03939 | 6630.48 | 67 | 655757.87 | 1382650.0 | boat | Joel | Cristian | Satterfield | 410-18-9502 | 335-993-9247 | 12 | 07 RENTALS - WALKUP APARTMENTS | 2 | C3 | 151 EAST 52ND STREET | 4 | New York City | NY | 4 | 2700.0 | 3564.0 | Director | 2014-05-19 | 2 | 10027 |
| 22 | LL0000617 | 1020500.0 | 15 | 180 | 2.5000 | 3.799 | 0.03799 | 7446.14 | 63 | 551393.34 | 1177500.0 | boat | Alejandro | Marcus | Strickland | 993-22-8242 | 684-389-7424 | 10 | 07 RENTALS - WALKUP APARTMENTS | 2 | C2 | 6804 OWLS HEAD COURT | 6 | New York City | NY | 6 | 2033.0 | 4920.0 | Sole Proprietor | 2014-09-09 | 2 | 10155 |
| 23 | LL0000619 | 1730000.0 | 20 | 240 | 2.7500 | 4.148 | 0.04148 | 10618.87 | 73 | 954822.78 | 1962000.0 | boat | Fabian | Grady | Marquez | 308-88-7665 | 656-759-1207 | 14 | 07 RENTALS - WALKUP APARTMENTS | 2 | C2 | 6804 OWLS HEAD COURT | 6 | New York City | NY | 6 | 2033.0 | 4920.0 | Sr. Director Global Talent | 2013-11-13 | 2 | 10013 |
| 24 | LL0000625 | 688000.0 | 20 | 240 | 2.3401 | 3.739 | 0.03739 | 4075.13 | 36 | 541295.17 | 864000.0 | boat | Renata | Amelia | Kane | 534-24-2156 | 529-390-5291 | 10 | 04 TAX CLASS 1 CONDOS | 1 | R6 | 1270 56TH STREET | 1 | New York City | NY | 1 | 0.0 | 0.0 | HOSPITALIST | 2016-12-07 | 1 | 10087 |
| 25 | LL0000638 | 496000.0 | 20 | 240 | 2.0000 | 3.400 | 0.03400 | 2851.18 | 58 | 330631.67 | 645250.0 | boat | Trenton | Cohen | Graves | 816-85-4406 | 820-226-4790 | 8 | 08 RENTALS - ELEVATOR APARTMENTS | 2 | D5 | 5302 6 AVENUE | 25 | New York City | NY | 25 | 9550.0 | 27648.0 | Advisory Systems Engineer | 2015-02-11 | 2 | 10002 |
| 26 | LL0000642 | 1670000.0 | 20 | 240 | 2.4000 | 3.798 | 0.03798 | 9943.00 | 53 | 1143020.89 | 1812050.0 | boat | Jaelyn | Demi | Nash | 860-24-9387 | 817-209-1881 | 12 | 08 RENTALS - ELEVATOR APARTMENTS | 2 | D5 | 5302 6 AVENUE | 25 | New York City | NY | 25 | 9550.0 | 27648.0 | Administrator | 2015-07-05 | 2 | 10016 |
| 27 | LL0000651 | 1850000.0 | 15 | 180 | 1.6400 | 2.938 | 0.02938 | 12720.67 | 88 | 730581.20 | 2164100.0 | boat | Hadassah | Harper | Farrell | 901-05-8699 | 445-355-8603 | 1 | 07 RENTALS - WALKUP APARTMENTS | 2 | C1 | 323 43RD STREET | 24 | New York City | NY | 24 | 6261.0 | 21000.0 | CEO and Manager | 2012-08-28 | 2 | 10173 |
| 28 | LL0000703 | 808500.0 | 15 | 180 | 2.3900 | 3.689 | 0.03689 | 5855.16 | 64 | 433770.00 | 966250.0 | boat | Evangeline | Shelby | Schultz | 177-63-1486 | 420-956-9711 | 13 | 07 RENTALS - WALKUP APARTMENTS | 2 | C1 | 517 49TH STREET | 8 | New York City | NY | 8 | 3005.0 | 6960.0 | Business Intelligence Architect | 2014-08-25 | 2 | 10175 |
| 29 | LL0000706 | 1460000.0 | 15 | 180 | 2.0700 | 3.369 | 0.03369 | 10343.61 | 47 | 973850.11 | 1592000.0 | boat | Arthur | Archer | Bates | 283-55-0140 | 969-945-7728 | 9 | 07 RENTALS - WALKUP APARTMENTS | 2 | C1 | 517 49TH STREET | 8 | New York City | NY | 8 | 3005.0 | 6960.0 | crna | 2016-01-22 | 2 | 10044 |
| 30 | LL0000749 | 676500.0 | 20 | 240 | 1.7100 | 3.109 | 0.03109 | 3788.87 | 91 | 331712.54 | 815650.0 | boat | Emmett | Chance | Maier | 886-36-2032 | 551-719-7673 | 14 | 07 RENTALS - WALKUP APARTMENTS | 2 | C1 | 448 51ST STREET | 8 | New York City | NY | 8 | 3000.0 | 6928.0 | Sole Equity Partner | 2012-05-19 | 2 | 10169 |
| 31 | LL0000842 | 1524000.0 | 15 | 180 | 3.0800 | 4.379 | 0.04378 | 11563.70 | 13 | 1373671.91 | 1604550.0 | boat | Sadie | Mia | Collins | 258-18-9319 | 329-493-6700 | 13 | 07 RENTALS - WALKUP APARTMENTS | 2 | C1 | 448 51ST STREET | 8 | New York City | NY | 8 | 3000.0 | 6928.0 | Branch Manager | 2018-11-16 | 2 | 10161 |
| 32 | LL0000888 | 1932000.0 | 15 | 180 | 1.5500 | 2.848 | 0.02848 | 13201.26 | 4 | 1879194.98 | 1938900.0 | boat | Francisco | Judah | Ochoa | 253-85-9789 | 944-811-7728 | 3 | 07 RENTALS - WALKUP APARTMENTS | 2 | C1 | 523 51ST STREET | 8 | New York City | NY | 8 | 2980.0 | 8268.0 | Manager | 2019-08-16 | 2 | 10162 |
| 33 | LL0000898 | 1560000.0 | 20 | 240 | 1.7900 | 3.188 | 0.03188 | 8799.27 | 86 | 803262.59 | 1871500.0 | boat | Alessandra | Lilah | Holland | 660-74-3688 | 375-695-8959 | 14 | 07 RENTALS - WALKUP APARTMENTS | 2 | C1 | 523 51ST STREET | 8 | New York City | NY | 8 | 2980.0 | 8268.0 | CEO | 2012-10-19 | 2 | 10002 |
| 34 | LL0000913 | 1180000.0 | 20 | 240 | 2.9600 | 4.359 | 0.04359 | 7375.75 | 20 | 1032484.97 | 1330650.0 | boat | Killian | Jaylen | Mann | 700-66-4358 | 474-117-4947 | 14 | 07 RENTALS - WALKUP APARTMENTS | 2 | C1 | 549 49TH STREET | 8 | New York City | NY | 8 | 2504.0 | 6348.0 | Director | 2018-04-28 | 2 | 10103 |
| 35 | LL0000966 | 1540000.0 | 20 | 240 | 1.7600 | 3.159 | 0.03158 | 8663.12 | 2 | 1522673.76 | 1723700.0 | boat | Milo | Drake | Augustine | 104-25-9863 | 579-098-9389 | 12 | 07 RENTALS - WALKUP APARTMENTS | 2 | C1 | 549 49TH STREET | 8 | New York City | NY | 8 | 2504.0 | 6348.0 | President | 2019-10-19 | 2 | 10113 |
| 36 | LL0001011 | 1450000.0 | 15 | 180 | 2.3100 | 3.609 | 0.03609 | 10443.59 | 54 | 886046.39 | 1533600.0 | boat | Xavier | Ayden | Powell | 961-86-0050 | 200-802-5289 | 6 | 07 RENTALS - WALKUP APARTMENTS | 2 | C1 | 4702 4 AVENUE | 8 | New York City | NY | 8 | 2500.0 | 8264.0 | Administrator | 2015-06-04 | 2 | 10037 |
| 37 | LL0001097 | 1670000.0 | 20 | 240 | 1.5300 | 2.928 | 0.02928 | 9201.70 | 89 | 851048.36 | 1806550.0 | boat | Fabian | Nash | Parrish | 378-53-5029 | 280-292-5980 | 5 | 07 RENTALS - WALKUP APARTMENTS | 2 | C1 | 4702 4 AVENUE | 8 | New York City | NY | 8 | 2500.0 | 8264.0 | Vice President | 2012-07-10 | 2 | 10016 |
| 38 | LL0001110 | 1190000.0 | 10 | 120 | 2.2800 | 3.479 | 0.03479 | 11755.72 | 55 | 543435.65 | 1454750.0 | boat | Maxwell | Jorge | Wakefield | 326-88-9901 | 456-304-8819 | 4 | 38 ASYLUMS AND HOMES | 4 | N9 | 115 RALPH AVENUE | 3 | New York City | NY | 1 | 1440.0 | 4400.0 | Sales | 2015-05-12 | 4 | 10153 |
| 39 | LL0001113 | 799500.0 | 20 | 240 | 2.0800 | 3.479 | 0.03479 | 4628.16 | 50 | 568092.24 | 936850.0 | boat | Regina | Michaela | Cervantes | 705-49-2057 | 669-377-2700 | 15 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2 | R1 | 1826 51ST STREET | 2 | New York City | NY | 1 | 0.0 | 0.0 | VP, Client Sales | 2015-10-07 | 2 | 10040 |
| 40 | LL0001115 | 3840000.0 | 20 | 240 | 2.3661 | 3.762 | 0.03762 | 22790.90 | 32 | 3110691.22 | 3949800.0 | boat | Beckett | Reed | Loyd | 594-52-7770 | 558-745-1032 | 4 | 44 CONDO PARKING | 4 | RG | 444 12TH STREET | 13 | New York City | NY | 1 | 0.0 | 0.0 | Systems Manager | 2017-04-10 | 4 | 10129 |
| 41 | LL0001131 | 1200000.0 | 20 | 240 | 3.2200 | 4.619 | 0.04619 | 7669.09 | 14 | 1092632.72 | 1402400.0 | boat | Isabella | Ariella | Jones | 247-64-0158 | 688-039-4206 | 18 | 07 RENTALS - WALKUP APARTMENTS | 2 | C2 | 810 MACON STREET | 6 | New York City | NY | 6 | 2500.0 | 4275.0 | Chief Information Officer | 2018-10-10 | 2 | 10027 |
| 42 | LL0001165 | 1650000.0 | 15 | 180 | 3.0600 | 4.358 | 0.04358 | 12502.97 | 15 | 1462455.39 | 1733050.0 | boat | Gabriel | Benjamin | Nagy | 852-95-4541 | 550-921-4404 | 18 | 13 CONDOS - ELEVATOR APARTMENTS | 2 | R4 | 110 LIVINGSTON STREET | 10 | New York City | NY | 1 | 0.0 | 0.0 | Sales Engineer | 2018-09-27 | 2 | 10177 |
| 43 | LL0001203 | 1344000.0 | 20 | 240 | 2.8700 | 4.269 | 0.04269 | 8336.14 | 17 | 1202285.65 | 1431400.0 | boat | Kailey | Alanna | Hoover | 148-48-5654 | 612-840-4306 | 14 | 07 RENTALS - WALKUP APARTMENTS | 2 | C1 | 305 JEFFERSON STREET | 8 | New York City | NY | 8 | 2500.0 | 6500.0 | None | 2018-07-02 | 2 | 10119 |
| 44 | LL0001248 | 1330000.0 | 15 | 180 | 2.1300 | 3.429 | 0.03429 | 9461.63 | 47 | 885303.25 | 1522700.0 | boat | Isaac | Oliver | Grubbs | 330-01-2664 | 367-246-5176 | 15 | 04 TAX CLASS 1 CONDOS | 1 | R6 | 1216 47TH STREET | 3 | New York City | NY | 1 | 0.0 | 0.0 | Principal Project Manager | 2016-01-08 | 1 | 10168 |
| 45 | LL0001319 | 1120000.0 | 20 | 240 | 2.7600 | 4.159 | 0.04159 | 6881.18 | 70 | 638317.24 | 1347050.0 | boat | Jaxon | Hunter | Roberts | 252-89-5024 | 968-978-4135 | 8 | 44 CONDO PARKING | 4 | RP | 120 OCEANA DRIVE WEST | 2 | New York City | NY | 1 | 0.0 | 0.0 | Physician/Medical Director | 2014-02-20 | 4 | 10153 |
| 46 | LL0001335 | 3672000.0 | 15 | 180 | 2.1500 | 3.446 | 0.03446 | 26153.22 | 6 | 3515080.68 | 3862250.0 | boat | Francisco | River | Oliver | 711-10-2793 | 515-133-7291 | 12 | 02 TWO FAMILY DWELLINGS | 1 | B1 | 298 SACKETT STREET | 2 | New York City | NY | 2 | 1735.0 | 3415.0 | Anesthetist | 2019-06-10 | 1 | 10249 |
| 47 | LL0001346 | 1452000.0 | 15 | 180 | 1.8200 | 3.119 | 0.03119 | 10110.56 | 87 | 572381.62 | 1645050.0 | boat | Jameson | Ashton | Simpson | 143-13-0617 | 868-752-8567 | 11 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2 | R1 | 105 LORIMER STREET | 2 | New York City | NY | 1 | 0.0 | 0.0 | Pilot | 2012-09-18 | 2 | 10165 |
| 48 | LL0001352 | 877500.0 | 15 | 180 | 1.7100 | 3.009 | 0.03009 | 6063.65 | 46 | 598571.97 | 948550.0 | boat | Kylee | Evangeline | Lynch | 174-24-5168 | 506-956-0578 | 13 | 11A CONDO-RENTALS | 2 | RR | 150 CLERMONT AVENUE | 1 | New York City | NY | 52 | 19659.0 | 52513.0 | Associate Director | 2016-02-10 | 2 | 10175 |
| 49 | LL0001355 | 1860000.0 | 20 | 240 | 1.6000 | 2.998 | 0.02998 | 10313.65 | 42 | 1426826.57 | 2104750.0 | boat | Josephine | Delilah | Wells | 965-22-0215 | 615-884-2762 | 3 | 04 TAX CLASS 1 CONDOS | 1 | R3 | 1262 51ST STREET | 3 | New York City | NY | 1 | 0.0 | 0.0 | Senior Director, IT | 2016-06-15 | 1 | 10038 |
| 50 | LL0001399 | 3192000.0 | 20 | 240 | 1.8800 | 3.277 | 0.03277 | 18148.64 | 82 | 1703811.82 | 3497000.0 | boat | Damian | Maxwell | Hayes | 437-60-0541 | 673-465-2275 | 10 | 43 CONDO OFFICE BUILDINGS | 4 | RB | 150 CLERMONT AVENUE | 3 | New York City | NY | 1 | 0.0 | 0.0 | Founder/CEO | 2013-02-26 | 4 | 10171 |
| 51 | LL0001434 | 640000.0 | 15 | 180 | 1.6200 | 2.919 | 0.02919 | 4394.83 | 42 | 455417.01 | 884850.0 | boat | Montserrat | Elizabeth | Liu | 883-30-9337 | 840-908-6591 | 1 | 46 CONDO STORE BUILDINGS | 4 | RK | 150 CLERMONT AVENUE | 2 | New York City | NY | 1 | 0.0 | 0.0 | RN | 2016-06-13 | 4 | 10106 |
| 52 | LL0001449 | 1180000.0 | 20 | 240 | 2.4800 | 3.879 | 0.03879 | 7075.56 | 24 | 1010186.63 | 1216950.0 | boat | Charlie | Omar | Shaffer | 271-21-6671 | 455-025-7864 | 11 | 46 CONDO STORE BUILDINGS | 4 | RK | 150 CLERMONT AVENUE | 4 | New York City | NY | 1 | 0.0 | 0.0 | Supervisor | 2017-12-23 | 4 | 10033 |
| 53 | LL0001457 | 5148000.0 | 15 | 180 | 1.8900 | 3.185 | 0.03185 | 36010.98 | 45 | 3527506.07 | 5336700.0 | boat | Elijah | Felix | Doyle | 755-73-3171 | 487-492-4340 | 17 | 04 TAX CLASS 1 CONDOS | 1 | R3 | 1719 OCEAN AVENUE | 1 | New York City | NY | 1 | 0.0 | 0.0 | Owner | 2016-03-28 | 1 | 10150 |
| 54 | LL0001458 | 1692000.0 | 15 | 180 | 3.0800 | 4.378 | 0.04378 | 12838.44 | 15 | 1499423.43 | 1715200.0 | boat | Harlow | Brittany | Sherman | 792-56-7549 | 214-528-5656 | 16 | 07 RENTALS - WALKUP APARTMENTS | 2 | C2 | 536 MC DONALD AVENUE | 6 | New York City | NY | 6 | 2400.0 | 4896.0 | Agency administrator | 2018-09-24 | 2 | 10018 |
| 55 | LL0001538 | 803000.0 | 20 | 240 | 2.8200 | 4.219 | 0.04219 | 4959.19 | 20 | 703816.30 | 954400.0 | boat | Adelina | Kaelyn | Serrano | 154-91-4163 | 612-496-5548 | 15 | 14 RENTALS - 4-10 UNIT | 2 | S3 | 236 MALCOLM X BOULEVARD | 3 | New York City | NY | 4 | 1700.0 | 4320.0 | Pharmacist | 2018-04-13 | 2 | 10033 |
| 56 | LL0001556 | 1200000.0 | 15 | 180 | 2.2765 | 3.575 | 0.03575 | 8622.86 | 27 | 967182.90 | 1301600.0 | boat | Travis | Orion | Yancey | 315-40-3352 | 241-780-6884 | 18 | 07 RENTALS - WALKUP APARTMENTS | 2 | C1 | 401 MACON STREET | 16 | New York City | NY | 16 | 4000.0 | 14240.0 | Sales Mgr | 2017-09-21 | 2 | 10112 |
| 57 | LL0001599 | 2232000.0 | 15 | 180 | 2.1637 | 3.462 | 0.03461 | 15913.47 | 30 | 1754596.04 | 2338500.0 | boat | Elliot | Mark | Bauer | 973-71-4066 | 466-690-5166 | 1 | 07 RENTALS - WALKUP APARTMENTS | 2 | C3 | 1049 BERGEN STREET | 4 | New York City | NY | 4 | 1950.0 | 5684.0 | CEO | 2017-06-15 | 2 | 10095 |
| 58 | LL0001605 | 1956000.0 | 15 | 180 | 1.7700 | 3.068 | 0.03068 | 13571.84 | 87 | 775250.05 | 2148800.0 | boat | Bristol | Melany | Barton | 728-85-5629 | 755-303-2416 | 6 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2 | R1 | 307 DIVISION AVENUE | 4 | New York City | NY | 1 | 0.0 | 0.0 | Manager | 2012-09-23 | 2 | 10018 |
| 59 | LL0001634 | 3927000.0 | 15 | 180 | 2.2279 | 3.524 | 0.03524 | 28119.74 | 30 | 3083407.70 | 4092850.0 | boat | Aileen | Adelina | Shepherd | 996-29-7577 | 551-153-6006 | 11 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2 | R1 | 543 BROOKLYN AVE | 6 | New York City | NY | 1 | 0.0 | 0.0 | Owner | 2017-06-28 | 2 | 10119 |
| 60 | LL0001656 | 1750000.0 | 20 | 240 | 2.3229 | 3.721 | 0.03721 | 10349.15 | 26 | 1480922.01 | 1851000.0 | boat | Lacey | Karla | Conner | 747-97-1117 | 683-062-9815 | 3 | 07 RENTALS - WALKUP APARTMENTS | 2 | C7 | 2282 EAST 7TH STREET | 9 | New York City | NY | 9 | 3041.0 | 8352.0 | Partner | 2017-10-03 | 2 | 10013 |
| 61 | LL0001718 | 1632000.0 | 20 | 240 | 1.9600 | 3.358 | 0.03358 | 9346.29 | 56 | 1108607.60 | 1837700.0 | boat | Diego | Josue | Newton | 817-83-7011 | 440-604-6440 | 3 | 07 RENTALS - WALKUP APARTMENTS | 2 | C3 | 1718 WEST 13TH STREET | 4 | New York City | NY | 4 | 3000.0 | 3900.0 | General Sales Manager | 2015-04-23 | 2 | 10043 |
| 62 | LL0000724 | 6270000.0 | 15 | 180 | 1.7600 | 3.054 | 0.03054 | 43462.49 | 80 | 2793000.53 | 6572950.0 | investment property | Edwin | Walter | Gregory | 300-11-8536 | 496-244-8464 | 8 | 46 CONDO STORE BUILDINGS | 4 | RK | 756 MYRTLE AVENUE | 1 | New York City | NY | 1 | 0.0 | 0.0 | Financial Planner | 2013-04-08 | 4 | 10176 |
| 63 | LL0000064 | 6138000.0 | 30 | 360 | 2.6300 | 4.224 | 0.04224 | 30101.92 | 75 | 3880356.26 | 6432450.0 | investment property | Damian | Andres | Worthington | 452-66-1934 | 776-744-6579 | 12 | 07 RENTALS - WALKUP APARTMENTS | 2 | C1 | 323 43RD STREET | 24 | New York City | NY | 24 | 6261.0 | 21000.0 | executive vice prsident | 2013-09-25 | 2 | 10156 |
| 64 | LL0000818 | 6237000.0 | 15 | 180 | 2.0900 | 3.384 | 0.03384 | 44232.78 | 6 | 5971603.31 | 6426950.0 | commercial property | Mariana | Amber | Ortega | 724-02-8534 | 511-363-4736 | 16 | 07 RENTALS - WALKUP APARTMENTS | 2 | C1 | 329 LINCOLN PLACE | 8 | New York City | NY | 10 | 3600.0 | 11743.0 | VP Manufacturing Operations | 2019-06-16 | 2 | 10279 |
| 65 | LL0000938 | 6237000.0 | 30 | 360 | 2.6800 | 4.274 | 0.04274 | 30769.99 | 69 | 4113870.97 | 6402750.0 | investment property | Kaylie | Liana | Gallegos | 165-56-8997 | 855-831-2238 | 8 | 16 CONDOS - 2-10 UNIT WITH COMMERCIAL UNIT | 2 | R8 | 90 GREENE STREET | 1 | New York City | NY | 1 | NaN | NaN | CPA/Shareholder | 2014-03-18 | 2 | 10022 |
| 66 | LL0000753 | 6270000.0 | 30 | 360 | 2.3948 | 3.989 | 0.03989 | 29894.19 | 34 | 5253597.52 | 6382800.0 | home | Joseph | Michael | Smith | 852-31-3277 | 289-479-3701 | 9 | 46 CONDO STORE BUILDINGS | 4 | RK | 808 BROADWAY | 1 | New York City | NY | 1 | NaN | NaN | Managing Director | 2017-02-09 | 4 | 10166 |
| 67 | LL0000911 | 6171000.0 | 30 | 360 | 1.5200 | 3.114 | 0.03114 | 26398.13 | 41 | 5088676.69 | 6353650.0 | home | Mia | Madison | Contreras | 689-31-5161 | 748-412-3850 | 3 | 13 CONDOS - ELEVATOR APARTMENTS | 2 | R4 | 325 W. BROADWAY | 9 | New York City | NY | 1 | NaN | NaN | nurse | 2016-07-27 | 2 | 10104 |
| 68 | LL0000786 | 6072000.0 | 30 | 360 | 2.5000 | 4.094 | 0.04094 | 29318.67 | 77 | 3814462.04 | 6309700.0 | home | Aaron | Jack | Jefferson | 344-46-2408 | 829-171-9108 | 12 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2 | R1 | 3 EAST 95TH STREET | 3 | New York City | NY | 1 | NaN | NaN | AVP Consulting Sales North America | 2013-07-22 | 2 | 10095 |
| 69 | LL0001678 | 6171000.0 | 30 | 360 | 2.1900 | 3.784 | 0.03784 | 28698.05 | 55 | 4592607.25 | 6255300.0 | commercial property | Aliyah | Presley | Meyer | 407-75-3282 | 851-266-8749 | 10 | 13 CONDOS - ELEVATOR APARTMENTS | 2 | R4 | 25 MERCER STREET | 5 | New York City | NY | 1 | NaN | NaN | FINANCIAL ADVISOR | 2015-05-21 | 2 | 10106 |
| 70 | LL0000467 | 6171000.0 | 30 | 360 | 2.2400 | 3.834 | 0.03834 | 28873.80 | 49 | 4756183.90 | 6246200.0 | home | Titus | Fernando | Wall | 962-50-7580 | 249-580-6538 | 7 | 13 CONDOS - ELEVATOR APARTMENTS | 2 | R4 | 145 WEST 11TH | 5 | New York City | NY | 1 | NaN | NaN | Managing Director | 2015-11-19 | 2 | 10151 |
| 71 | LL0001260 | 6105000.0 | 30 | 360 | 3.0700 | 4.664 | 0.04664 | 31530.87 | 15 | 5632036.89 | 6188350.0 | commercial property | Kaelyn | Madilynn | Olsen | 287-80-4827 | 706-608-2739 | 8 | 13 CONDOS - ELEVATOR APARTMENTS | 2 | R4 | 27 MERCER STREET | 6 | New York City | NY | 1 | NaN | NaN | GM / VP - Sales | 2018-09-21 | 2 | 10162 |
| 72 | LL0001210 | 6039000.0 | 30 | 360 | 2.0100 | 3.604 | 0.03604 | 27469.61 | 94 | 3456856.83 | 6182600.0 | commercial property | Brayden | Isaiah | Bond | 128-81-8008 | 341-646-0332 | 1 | 13 CONDOS - ELEVATOR APARTMENTS | 2 | R4 | 145 WEST 11 | 2 | New York City | NY | 1 | NaN | NaN | Airline Pilot | 2012-02-20 | 2 | 10150 |
| 73 | LL0000080 | 5940000.0 | 30 | 360 | 1.8800 | 3.474 | 0.03474 | 26587.12 | 87 | 3626920.62 | 6133250.0 | commercial property | Christian | Isaac | Lombardo | 277-63-5491 | 476-925-9180 | 7 | 07 RENTALS - WALKUP APARTMENTS | 2 | C1 | 427 DEAN STREET | 16 | New York City | NY | 17 | 4808.0 | 16200.0 | Claims Consultant | 2012-09-14 | 2 | 10119 |
| 74 | LL0000922 | 6039000.0 | 15 | 180 | 1.7100 | 3.004 | 0.03004 | 41715.84 | 43 | 4245218.71 | 6105300.0 | commercial property | Max | Cole | Gibson | 296-72-7133 | 555-917-3940 | 14 | 13 CONDOS - ELEVATOR APARTMENTS | 2 | R4 | 18 GRAMERCY PARK SOUTH | 16 | New York City | NY | 1 | NaN | NaN | Pilot | 2016-05-15 | 2 | 10113 |
| 75 | LL0000826 | 5808000.0 | 15 | 180 | 2.0200 | 3.314 | 0.03314 | 40991.90 | 82 | 2446663.95 | 5993300.0 | investment property | Makayla | Brielle | Vasquez | 895-85-1281 | 303-662-8628 | 18 | 13 CONDOS - ELEVATOR APARTMENTS | 2 | R4 | 1 MAIN STREET | 16 | New York City | NY | 1 | 0.0 | 0.0 | Crew Forman | 2013-02-20 | 2 | 10103 |
| 76 | LL0000265 | 5907000.0 | 30 | 360 | 3.1000 | 4.694 | 0.04694 | 30614.64 | 14 | 5478395.09 | 5988700.0 | home | Abby | Amari | Miranda | 451-42-2885 | 579-721-6442 | 8 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2 | R1 | 17 EAST 12TH STREET | 10 | New York City | NY | 1 | NaN | NaN | DIRECTOR OF FINANCE | 2018-10-24 | 2 | 10175 |
| 77 | LL0000200 | 5775000.0 | 30 | 360 | 1.7600 | 3.354 | 0.03354 | 25463.97 | 44 | 4654585.18 | 5963250.0 | investment property | Kai | Bryson | Avila | 326-68-6887 | 326-855-9232 | 4 | 13 CONDOS - ELEVATOR APARTMENTS | 2 | R4 | 145 WEST 11 | 3 | New York City | NY | 1 | NaN | NaN | GM | 2016-04-06 | 2 | 10101 |
| 78 | LL0001206 | 5643000.0 | 30 | 360 | 1.8000 | 3.394 | 0.03394 | 25006.88 | 88 | 3442394.89 | 5897450.0 | commercial property | Brielle | Kinsley | Harrison | 409-62-4064 | 750-661-4664 | 13 | 04 TAX CLASS 1 CONDOS | 1 | R6 | 22 GRAMERCY PARK SOUTH | 2 | New York City | NY | 1 | NaN | NaN | Managing Director | 2012-08-21 | 1 | 10170 |
| 79 | LL0000664 | 5808000.0 | 30 | 360 | 3.1500 | 4.744 | 0.04744 | 30276.28 | 14 | 5384132.14 | 5890200.0 | investment property | Rachel | Julianna | Fox | 309-53-2805 | 972-682-8589 | 15 | 13 CONDOS - ELEVATOR APARTMENTS | 2 | R4 | 18 GRAMERCY PARK SOUTH | 3 | New York City | NY | 1 | NaN | NaN | Doctor | 2018-10-14 | 2 | 10090 |
| 80 | LL0001280 | 5841000.0 | 30 | 360 | 2.8500 | 4.444 | 0.04444 | 29401.45 | 12 | 5488182.55 | 5860400.0 | commercial property | Walker | Erik | Miles | 888-64-1773 | 920-114-3793 | 8 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2 | R1 | 155 EAST 79TH STREET | 5 | New York City | NY | 1 | NaN | NaN | physician | 2018-12-09 | 2 | 10260 |
| 81 | LL0001471 | 5709000.0 | 30 | 360 | 1.6500 | 3.244 | 0.03244 | 24827.13 | 88 | 3524212.31 | 5844000.0 | commercial property | Dallas | Messiah | Weiss | 284-80-4254 | 779-277-3780 | 10 | 43 CONDO OFFICE BUILDINGS | 4 | RB | 305 EAST 47TH STREET | 2 | New York City | NY | 1 | NaN | NaN | Regional Vice President | 2012-08-10 | 4 | 10060 |
| 82 | LL0001408 | 5709000.0 | 30 | 360 | 1.7600 | 3.354 | 0.03354 | 25172.96 | 46 | 4551044.00 | 5839150.0 | commercial property | Liberty | Helena | Whitaker | 743-84-2222 | 686-216-7591 | 13 | 16 CONDOS - 2-10 UNIT WITH COMMERCIAL UNIT | 2 | R8 | 339 GREENWICH STREET | 1 | New York City | NY | 1 | NaN | NaN | Sr. Vice President - Retirement Plans | 2016-02-28 | 2 | 10128 |
| 83 | LL0000668 | 5544000.0 | 30 | 360 | 2.1500 | 3.745 | 0.03744 | 25656.26 | 52 | 4209874.65 | 5804200.0 | investment property | Zariah | Imani | Drake | 978-49-9635 | 903-987-8861 | 5 | 43 CONDO OFFICE BUILDINGS | 4 | RB | 55 EAST 59TH STREET | 12 | New York City | NY | 1 | NaN | NaN | Physician | 2015-08-11 | 4 | 10175 |
| 84 | LL0001333 | 5610000.0 | 30 | 360 | 2.3822 | 3.977 | 0.03977 | 26708.66 | 32 | 4755322.75 | 5779950.0 | investment property | Leon | Maximiliano | Allison | 553-66-8361 | 806-298-1964 | 2 | 13 CONDOS - ELEVATOR APARTMENTS | 2 | R4 | 944 PARK AVENUE | 14 | New York City | NY | 1 | NaN | NaN | Provider | 2017-04-07 | 2 | 10021 |
| 85 | LL0001687 | 5544000.0 | 30 | 360 | 2.7900 | 4.385 | 0.04384 | 27709.81 | 11 | 5239192.06 | 5741300.0 | commercial property | Easton | Lincoln | Whitmore | 565-55-5455 | 889-027-5571 | 12 | 31 COMMERCIAL VACANT LAND | 4 | V1 | 189 MONTAGUE STREET | 5 | New York City | NY | 1 | 10000.0 | 0.0 | Physician | 2019-01-20 | 4 | 10163 |
| 86 | LL0001460 | 5478000.0 | 30 | 360 | 1.6600 | 3.255 | 0.03255 | 23855.64 | 90 | 3330992.64 | 5735250.0 | investment property | Miguel | Edward | Stone | 704-86-4705 | 930-165-1091 | 16 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2 | R1 | 155 EAST 79TH STREET | 2 | New York City | NY | 1 | NaN | NaN | VP, Business and Legal Affairs | 2012-06-26 | 2 | 10025 |
| 87 | LL0000509 | 5511000.0 | 30 | 360 | 2.1000 | 3.695 | 0.03694 | 25347.50 | 57 | 4066192.69 | 5718600.0 | commercial property | Anthony | Aiden | Corey | 639-59-2036 | 985-961-7606 | 4 | 14 RENTALS - 4-10 UNIT | 2 | S9 | 292 ATLANTIC AVENUE | 3 | New York City | NY | 8 | 3200.0 | 7500.0 | Portfolio Manager | 2015-03-16 | 2 | 10003 |
| 88 | LL0000249 | 5511000.0 | 30 | 360 | 3.0800 | 4.675 | 0.04674 | 28496.07 | 15 | 5083558.94 | 5714450.0 | investment property | Dalton | Cruz | Vazquez | 873-91-6374 | 418-049-9547 | 9 | 08 RENTALS - ELEVATOR APARTMENTS | 2 | D9 | 35 PINEAPPLE STREET | 14 | New York City | NY | 15 | 2545.0 | 11842.0 | Owner | 2018-09-19 | 2 | 10034 |
| 89 | LL0001500 | 5544000.0 | 30 | 360 | 2.0100 | 3.605 | 0.03604 | 25218.00 | 79 | 3551777.92 | 5664500.0 | commercial property | Ryleigh | Kate | Cunningham | 724-62-0952 | 248-747-2217 | 11 | 13 CONDOS - ELEVATOR APARTMENTS | 2 | R4 | 147 WAVERLY PLACE | 9 | New York City | NY | 1 | NaN | NaN | President | 2013-05-27 | 2 | 10039 |
| 90 | LL0001445 | 5412000.0 | 30 | 360 | 1.8800 | 3.475 | 0.03475 | 24226.84 | 45 | 4321792.39 | 5661100.0 | investment property | Donovan | Pablo | Edmondson | 416-30-6450 | 284-653-6416 | 14 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2 | R1 | 17 EAST 12TH STREET | 8 | New York City | NY | 1 | NaN | NaN | Vice President | 2016-03-20 | 2 | 10176 |
| 91 | LL0001157 | 5412000.0 | 30 | 360 | 2.1600 | 3.755 | 0.03755 | 25079.17 | 55 | 4032645.48 | 5616950.0 | investment property | Abigail | Isabella | Christian | 166-87-2742 | 893-509-9313 | 11 | 13 CONDOS - ELEVATOR APARTMENTS | 2 | R4 | 65 WEST 13TH STREET | 10 | New York City | NY | 1 | NaN | NaN | Managing Director | 2015-05-08 | 2 | 10101 |
| 92 | LL0000971 | 5478000.0 | 30 | 360 | 1.5300 | 3.125 | 0.03125 | 23466.41 | 89 | 3389489.75 | 5614600.0 | home | Erick | Romeo | Marlow | 902-77-6815 | 454-237-3754 | 2 | 43 CONDO OFFICE BUILDINGS | 4 | RB | 29 EAST 10TH STREET | 7 | New York City | NY | 1 | NaN | NaN | Branch Owner | 2012-07-09 | 4 | 10176 |
| 93 | LL0000472 | 5478000.0 | 30 | 360 | 2.4699 | 4.064 | 0.04064 | 26355.33 | 35 | 4555563.32 | 5591200.0 | home | Leonardo | Elias | Patterson | 100-48-3476 | 780-416-6544 | 8 | 13 CONDOS - ELEVATOR APARTMENTS | 2 | R4 | 21 EAST 66TH STREET | 11 | New York City | NY | 1 | NaN | NaN | President | 2017-02-01 | 2 | 10055 |
| 94 | LL0000532 | 5445000.0 | 30 | 360 | 1.6900 | 3.285 | 0.03285 | 23801.70 | 86 | 3398053.42 | 5576750.0 | investment property | Gabrielle | Sienna | Berry | 382-40-8949 | 295-670-6155 | 7 | 13 CONDOS - ELEVATOR APARTMENTS | 2 | R4 | 515 PARK AVENUE | 18 | New York City | NY | 1 | NaN | NaN | General Manager | 2012-10-14 | 2 | 10159 |
| 95 | LL0001108 | 5412000.0 | 30 | 360 | 1.8700 | 3.465 | 0.03465 | 24196.69 | 43 | 4371542.51 | 5537800.0 | commercial property | Mabel | Lillie | Cameron | 927-32-5555 | 633-243-5889 | 18 | 13 CONDOS - ELEVATOR APARTMENTS | 2 | R4 | 170 EAST END AVENUE | 10 | New York City | NY | 1 | NaN | NaN | President | 2016-05-25 | 2 | 10038 |
| 96 | LL0000459 | 5346000.0 | 15 | 180 | 1.7500 | 3.045 | 0.03045 | 37034.31 | 85 | 2198084.02 | 5536750.0 | investment property | Weston | Micah | Wetzel | 419-18-2105 | 543-379-8399 | 2 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2 | R1 | 12 EAST 13TH STREET | 5 | New York City | NY | 1 | NaN | NaN | Wholesale Loan Ops Manager/SVP | 2012-11-03 | 2 | 10158 |
| 97 | LL0000284 | 5445000.0 | 30 | 360 | 2.9700 | 4.565 | 0.04565 | 27799.71 | 15 | 5028004.39 | 5528750.0 | investment property | Matteo | Kaden | Mueller | 843-89-8451 | 419-367-5651 | 3 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2 | R1 | 17 EAST 12TH STREET | 7 | New York City | NY | 1 | NaN | NaN | Vice President | 2018-09-13 | 2 | 10022 |
| 98 | LL0001642 | 5214000.0 | 30 | 360 | 2.6100 | 4.205 | 0.04205 | 25512.57 | 77 | 3249531.82 | 5511550.0 | commercial property | Elliana | Raelyn | Santiago | 954-33-5929 | 851-503-2301 | 6 | 15 CONDOS - 2-10 UNIT RESIDENTIAL | 2 | R1 | 17 EAST 12TH STREET | 6 | New York City | NY | 1 | NaN | NaN | CEO | 2013-07-25 | 2 | 10261 |
| 99 | LL0001191 | 5478000.0 | 30 | 360 | 1.7500 | 3.345 | 0.03345 | 24127.15 | 3 | 5405618.54 | 5483600.0 | commercial property | Skyla | Carter | Wall | 312-15-1961 | 966-193-9111 | 10 | 13 CONDOS - ELEVATOR APARTMENTS | 2 | R4 | 235 WEST 71ST STREET | 7 | New York City | NY | 1 | NaN | NaN | Vice president | 2019-09-11 | 2 | 10178 |
stg_LuxuryLoanPortfolio.sql (clean the table)
-- COCOON BLOCK START: PLEASE DO NOT MODIFY THIS BLOCK FOR SELF-MAINTENANCE
WITH
"LuxuryLoanPortfolio_renamed" AS (
-- Rename: Renaming columns
-- funded_amount -> loan_amount
-- funded_date -> funding_date
-- duration_years -> loan_duration_years
-- duration_months -> loan_duration_months
-- _10_yr_treasury_index_date_funded -> treasury_index_rate
-- interest_rate -> interest_rate_decimal
-- payments -> monthly_payment
-- total_past_payments -> total_payments_made
-- loan_balance -> current_loan_balance
-- purpose -> loan_purpose
-- firstname -> first_name
-- middlename -> middle_name
-- lastname -> last_name
-- social -> ssn
-- phone -> phone_number
-- title -> job_title
-- employment_length -> employment_length_years
-- tax_class_at_present -> current_tax_class
-- building_class_at_present -> current_building_class
-- total_units -> items_financed
-- tax_class_at_time_of_sale -> sale_tax_class
SELECT
"loan_id",
"funded_amount" AS "loan_amount",
"funded_date" AS "funding_date",
"duration_years" AS "loan_duration_years",
"duration_months" AS "loan_duration_months",
"_10_yr_treasury_index_date_funded" AS "treasury_index_rate",
"interest_rate_percent",
"interest_rate" AS "interest_rate_decimal",
"payments" AS "monthly_payment",
"total_past_payments" AS "total_payments_made",
"loan_balance" AS "current_loan_balance",
"property_value",
"purpose" AS "loan_purpose",
"firstname" AS "first_name",
"middlename" AS "middle_name",
"lastname" AS "last_name",
"social" AS "ssn",
"phone" AS "phone_number",
"title" AS "job_title",
"employment_length" AS "employment_length_years",
"building_class_category",
"tax_class_at_present" AS "current_tax_class",
"building_class_at_present" AS "current_building_class",
"address_1",
"address_2",
"zip_code",
"city",
"state",
"total_units" AS "items_financed",
"land_square_feet",
"gross_square_feet",
"tax_class_at_time_of_sale" AS "sale_tax_class"
FROM "LuxuryLoanPortfolio"
),
"LuxuryLoanPortfolio_renamed_trimmed" AS (
-- Trim Leading and Trailing Spaces
SELECT
"loan_id",
"loan_amount",
"funding_date",
"loan_duration_years",
"loan_duration_months",
"treasury_index_rate",
"interest_rate_percent",
"interest_rate_decimal",
"monthly_payment",
"total_payments_made",
"current_loan_balance",
"property_value",
"loan_purpose",
"first_name",
"middle_name",
"last_name",
"ssn",
"phone_number",
"employment_length_years",
"building_class_category",
"current_tax_class",
"current_building_class",
"address_1",
"address_2",
"zip_code",
"city",
"state",
"items_financed",
"land_square_feet",
"gross_square_feet",
"sale_tax_class",
TRIM("job_title") AS "job_title"
FROM "LuxuryLoanPortfolio_renamed"
),
"LuxuryLoanPortfolio_renamed_trimmed_cleaned" AS (
-- Clean unusual string values:
-- loan_purpose: The problem is that 'commerical property' is misspelled. It should be 'commercial property'. The other values appear to be correct. The correct values should be 'home', 'investment property', 'commercial property', and 'boat'.
-- current_tax_class: The problem is that the tax class representations are inconsistent. The values '2', '2A', '2B', and '2C' seem to represent variations of the same tax class 2. Similarly, '1C' and '1A' are likely variations of tax class 1. The correct values should be simplified to the main tax class numbers without letter suffixes for consistency.
-- address_1: Some addresses have extra spaces, e.g., '17 EAST 12TH STREET' vs '17 EAST 12TH STREET'.
-- address_2: The problem is that some values in the address_2 column mix letters with numbers inconsistently. The correct values should be purely numeric, as the majority of the entries are. The unusual entries appear to be apartment or unit numbers, where the letter likely represents a building or section. To standardize, we'll keep only the numeric part for consistency.
-- job_title: 'Owner' and 'owner' are redundant. 'VP' is an abbreviation of 'Vice President', which is already present.
SELECT
"loan_id",
"loan_amount",
"funding_date",
"loan_duration_years",
"loan_duration_months",
"treasury_index_rate",
"interest_rate_percent",
"interest_rate_decimal",
"monthly_payment",
"total_payments_made",
"current_loan_balance",
"property_value",
CASE
WHEN "loan_purpose" = 'commerical property' THEN 'commercial property'
ELSE "loan_purpose"
END AS "loan_purpose",
"first_name",
"middle_name",
"last_name",
"ssn",
"phone_number",
"employment_length_years",
"building_class_category",
CASE
WHEN "current_tax_class" = '2C' THEN '2'
WHEN "current_tax_class" = '2A' THEN '2'
WHEN "current_tax_class" = '2B' THEN '2'
WHEN "current_tax_class" = '1C' THEN '1'
WHEN "current_tax_class" = '1A' THEN '1'
ELSE "current_tax_class"
END AS "current_tax_class",
"current_building_class",
"address_1",
CASE
WHEN "address_2" = '10C' THEN '10'
WHEN "address_2" = '11E' THEN '11'
WHEN "address_2" = '11F' THEN '11'
WHEN "address_2" = '10K' THEN '10'
WHEN "address_2" = '10I' THEN '10'
WHEN "address_2" = '33D' THEN '33'
WHEN "address_2" = '33B' THEN '33'
WHEN "address_2" = '33C' THEN '33'
WHEN "address_2" = '104N' THEN '104'
WHEN "address_2" = '10B/C' THEN '10'
WHEN "address_2" = '10C/D' THEN '10'
WHEN "address_2" = '10DS' THEN '10'
WHEN "address_2" = '10HN' THEN '10'
WHEN "address_2" = '116A' THEN '116'
WHEN "address_2" = '11G-1' THEN '11'
WHEN "address_2" = '12Y' THEN '12'
WHEN "address_2" = 'B2E' THEN '2'
WHEN "address_2" = 'B302' THEN '302'
ELSE "address_2"
END AS "address_2",
"zip_code",
"city",
"state",
"items_financed",
"land_square_feet",
"gross_square_feet",
"sale_tax_class",
"job_title"
FROM "LuxuryLoanPortfolio_renamed_trimmed"
),
"LuxuryLoanPortfolio_renamed_trimmed_cleaned_casted" AS (
-- Column Type Casting:
-- funding_date: from VARCHAR to DATE
-- sale_tax_class: from INT to VARCHAR
-- zip_code: from INT to VARCHAR
SELECT
"loan_id",
"loan_amount",
"loan_duration_years",
"loan_duration_months",
"treasury_index_rate",
"interest_rate_percent",
"interest_rate_decimal",
"monthly_payment",
"total_payments_made",
"current_loan_balance",
"property_value",
"loan_purpose",
"first_name",
"middle_name",
"last_name",
"ssn",
"phone_number",
"employment_length_years",
"building_class_category",
"current_tax_class",
"current_building_class",
"address_1",
"address_2",
"city",
"state",
"items_financed",
"land_square_feet",
"gross_square_feet",
"job_title",
CAST("funding_date" AS DATE) AS "funding_date",
CAST("sale_tax_class" AS VARCHAR) AS "sale_tax_class",
CAST("zip_code" AS VARCHAR) AS "zip_code"
FROM "LuxuryLoanPortfolio_renamed_trimmed_cleaned"
)
-- COCOON BLOCK END
SELECT * FROM "LuxuryLoanPortfolio_renamed_trimmed_cleaned_casted"stg_LuxuryLoanPortfolio.yml (Document the table)
version: 2
models:
- name: stg_LuxuryLoanPortfolio
description: The table is about luxury loans. It contains details of each loan including
amount, interest rate, duration, and payments. It also has borrower information
like name and social security number. Property details such as address, value,
and purpose are included. The table covers financial aspects of loans and personal
information of borrowers for luxury items like boats.
columns:
- name: loan_id
description: Unique identifier for the loan
tests:
- not_null
- unique
cocoon_meta:
uniqueness: This column represents a unique identifier for each loan. For this
table, each row is for a specific luxury loan. loan_id is unique across rows
as it's designed to be a primary identifier.
patterns:
- regex: LL\d{7}
summary: Loan IDs starting with 'LL' followed by 7 digits
- name: loan_amount
description: Amount of loan funded
tests:
- not_null
- name: loan_duration_years
description: Loan duration in years
tests:
- not_null
- name: loan_duration_months
description: Loan duration in months
tests:
- not_null
- name: treasury_index_rate
description: 10-year Treasury index rate at funding date
tests:
- not_null
- name: interest_rate_percent
description: Interest rate of the loan as percentage
tests:
- not_null
- name: interest_rate_decimal
description: Interest rate of the loan as decimal
tests:
- not_null
- name: monthly_payment
description: Monthly payment amount for the loan
tests:
- not_null
- name: total_payments_made
description: Total number of past payments made
tests:
- not_null
- name: current_loan_balance
description: Current balance of the loan
tests:
- not_null
- name: property_value
description: Estimated value of the property
tests:
- not_null
- name: loan_purpose
description: Purpose of the loan
tests:
- not_null
- accepted_values:
values:
- home
- investment property
- commercial property
- boat
- car
- personal
- education
- debt consolidation
- home improvement
- business
- medical
- vacation
- wedding
- other
- name: first_name
description: Borrower's first name
tests:
- not_null
cocoon_meta:
patterns:
- regex: '[A-Z][a-z]+'
summary: Capitalized words representing first names
- name: middle_name
description: Borrower's middle name
tests:
- not_null
- name: last_name
description: Borrower's last name
tests:
- not_null
cocoon_meta:
patterns:
- regex: '[A-Z][a-z]+'
summary: Last names starting with a capital letter followed by lowercase letters
- name: ssn
description: Borrower's social security number
tests:
- not_null
cocoon_meta:
patterns:
- regex: \d{3}-\d{2}-\d{4}
summary: Social Security Numbers in the format XXX-XX-XXXX, where X represents
a digit
- name: phone_number
description: Borrower's phone number
tests:
- not_null
cocoon_meta:
patterns:
- regex: \d{3}-\d{3,4}-\d{4}
summary: Phone numbers in the format of XXX-XXX-XXXX or XXX-XXXX-XXXX
- name: employment_length_years
description: Borrower's employment length in years
tests:
- not_null
- name: building_class_category
description: Description of the building class category
tests:
- not_null
- name: current_tax_class
description: Current tax classification of the property
tests:
- not_null
- accepted_values:
values:
- '1'
- '2'
- '3'
- '4'
- '5'
- '6'
- '7'
- '8'
- '9'
- name: current_building_class
description: Current building classification code
tests:
- not_null
- name: address_1
description: Primary street address of the property
tests:
- not_null
cocoon_meta:
patterns:
- regex: \d+\s+[A-Z\s]+
summary: Street addresses with number and name, without type
- regex: \d+\s+(EAST|WEST|NORTH|SOUTH)\s+.+
summary: Addresses with cardinal directions
- regex: \d+-\d+\s+.+
summary: Addresses with hyphenated house numbers
- regex: '[\d-]+\s+[A-Z0-9\s]+(\s+STREET|AVENUE|PLACE|ROAD)?'
summary: Loose pattern to catch most variations
- regex: ^.+\s(STREET|AVENUE|PLACE)$
summary: Street addresses ending with 'STREET', 'AVENUE', or 'PLACE
- regex: ^\d+-\d+A\s.+$
summary: Addresses with hyphenated numbers and 'A' suffix (e.g., '143-25A
ROOSEVELT AVENUE')
- regex: ^[\w\s\.-]+$
summary: General pattern for all street addresses (loose match)
- name: address_2
description: Secondary address information or unit number
tests:
- not_null
- name: city
description: City where the property is located
tests:
- not_null
- name: state
description: State where the property is located
tests:
- not_null
- name: items_financed
description: Number of luxury items financed in the loan
tests:
- not_null
- name: land_square_feet
description: Square footage of the land
tests:
- not_null
- name: gross_square_feet
description: Gross square footage of the property
tests:
- not_null
- name: job_title
description: Job title of the borrower
cocoon_meta:
missing_acceptable: Unemployed or retired individuals may not have a job title.
patterns:
- regex: (Senior\s+)?(Executive\s+)?(Regional\s+)?(VP|Vice\s+President)(\s+of\s+\w+)?
summary: Titles with "VP" or "Vice President" variations
- regex: C[A-Z]O
summary: C-suite titles
- regex: (\w+\s+)+Manager
summary: Titles ending with "Manager"
- regex: ((\w+\s+)+Director(\s+of\s+\w+)?|Director(\s+of\s+\w+)?)
summary: Titles containing "Director"
- regex: ((\w+\s+)*(Sales|Account)\s+(\w+\s*)*)
summary: Titles related to sales
- regex: (Physician|Doctor|MD|RN|Nurse|Dentist|Anesthesiologist|Radiologist)
summary: Medical professions
- regex: Chief\s[A-Z][a-z]+(\s[A-Z][a-z]+)*\sOfficer
summary: Titles with "Chief" prefix
- regex: VP\s[A-Z][a-z]+
summary: Titles with "VP" prefix
- regex: (Owner|President)(/[A-Z][a-z]+)?
summary: Titles with "Owner" or "President"
- regex: '[A-Z][a-z]+(\s[A-Z][a-z]+)*'
summary: Generic job title pattern (captures most entries)
- regex: Director(\s+of|\,)\s+[A-Za-z\s&]+
summary: Titles with "Director" followed by a specific area
- regex: Head\s+of\s+[A-Za-z\s]+
summary: Titles with "Head of" followed by a department or area
- regex: Chief\s+[A-Za-z\s]+(\s+Officer)?
summary: Titles with "Chief" followed by a specific role
- regex: '[SAEV]VP(\s+&|\,)?(\s+[A-Za-z]+)?'
summary: Titles with hierarchical levels (e.g., SVP, EVP, AVP)
- regex: '[A-Z]+\s+[A-Za-z\s/]+'
summary: Titles with professional designations followed by role (e.g., CPA
Owner)
- regex: '[A-Za-z\s\-\,/&]+'
summary: General free text pattern for job titles
- regex: ^(Sr\.|VP|V\. P\.|Director|Executive).*
summary: Titles starting with seniority levels
- regex: .*(Sales|Analytics|Planning|Business Dev(''t)?|Talent|Mortgage|Retirement).*
summary: Titles containing specific job areas
- regex: .*(Captain|Pilot|Physician|Lawyer|Partner|Owner).*
summary: Titles with industry-specific terms
- regex: ^[A-Z][a-zA-Z\.\s\-\(\)/''+]+$
summary: Loose pattern to capture most titles
- name: funding_date
description: Date when the loan was funded
tests:
- not_null
- name: sale_tax_class
description: Tax classification at time of property sale
tests:
- not_null
- accepted_values:
values:
- '1'
- '2'
- '3'
- '4'
- '5'
- '6'
- '7'
- '8'
- name: zip_code
description: Postal code of the borrower's address
tests:
- not_null
stg_completedtrans (first 100 rows)
| transaction_category | balance | year_ | transaction_amount | transaction_description | account_id | transaction_id | bank_name | day_of_month | month_ | row_number | transaction_type | account_holder | full_date | transaction_date | transaction_datetime | transaction_time | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | None | 700.0 | 2013 | 700.0 | Credit in Cash | A00002378 | T00695247 | None | 1 | 1 | 1 | Credit | None | 2013-01-01 | 2013-01-01 | 2013-01-01 11:02:40 | 11:02:40 |
| 1 | None | 900.0 | 2013 | 900.0 | Credit in Cash | A00000576 | T00171812 | None | 1 | 1 | 2 | Credit | None | 2013-01-01 | 2013-01-01 | 2013-01-01 08:23:33 | 08:23:33 |
| 2 | None | 1000.0 | 2013 | 1000.0 | Credit in Cash | A00000704 | T00207264 | None | 1 | 1 | 3 | Credit | None | 2013-01-01 | 2013-01-01 | 2013-01-01 15:19:21 | 15:19:21 |
| 3 | None | 600.0 | 2013 | 600.0 | Credit in Cash | A00003818 | T01117247 | None | 1 | 1 | 4 | Credit | None | 2013-01-01 | 2013-01-01 | 2013-01-01 10:42:35 | 10:42:35 |
| 4 | None | 400.0 | 2013 | 400.0 | Credit in Cash | A00001972 | T00579373 | None | 2 | 1 | 5 | Credit | None | 2013-01-02 | 2013-01-02 | 2013-01-02 11:39:25 | 11:39:25 |
| 5 | None | 1100.0 | 2013 | 1100.0 | Credit in Cash | A00002632 | T00771035 | None | 2 | 1 | 6 | Credit | None | 2013-01-02 | 2013-01-02 | 2013-01-02 15:15:12 | 15:15:12 |
| 6 | None | 600.0 | 2013 | 600.0 | Credit in Cash | A00001539 | T00452728 | None | 3 | 1 | 7 | Credit | None | 2013-01-03 | 2013-01-03 | 2013-01-03 09:34:29 | 09:34:29 |
| 7 | None | 1100.0 | 2013 | 1100.0 | Credit in Cash | A00002484 | T00725751 | None | 3 | 1 | 8 | Credit | None | 2013-01-03 | 2013-01-03 | 2013-01-03 09:36:35 | 09:36:35 |
| 8 | None | 200.0 | 2013 | 200.0 | Credit in Cash | A00001695 | T00497211 | None | 3 | 1 | 9 | Credit | None | 2013-01-03 | 2013-01-03 | 2013-01-03 15:22:23 | 15:22:23 |
| 9 | None | 800.0 | 2013 | 800.0 | Credit in Cash | A00000793 | T00232960 | None | 3 | 1 | 10 | Credit | None | 2013-01-03 | 2013-01-03 | 2013-01-03 15:08:16 | 15:08:16 |
| 10 | None | 1000.0 | 2013 | 1000.0 | Credit in Cash | A00001726 | T00505240 | None | 3 | 1 | 11 | Credit | None | 2013-01-03 | 2013-01-03 | 2013-01-03 13:54:49 | 13:54:49 |
| 11 | None | 300.0 | 2013 | 300.0 | Credit in Cash | A00000485 | T00144541 | None | 4 | 1 | 12 | Credit | None | 2013-01-04 | 2013-01-04 | 2013-01-04 16:40:53 | 16:40:53 |
| 12 | None | 800.0 | 2013 | 800.0 | Credit in Cash | A00002177 | T00637741 | None | 4 | 1 | 13 | Credit | None | 2013-01-04 | 2013-01-04 | 2013-01-04 10:30:59 | 10:30:59 |
| 13 | None | 800.0 | 2013 | 800.0 | Credit in Cash | A00002357 | T00689827 | None | 4 | 1 | 14 | Credit | None | 2013-01-04 | 2013-01-04 | 2013-01-04 16:29:16 | 16:29:16 |
| 14 | None | 700.0 | 2013 | 700.0 | Credit in Cash | A00002881 | T00846006 | None | 4 | 1 | 15 | Credit | None | 2013-01-04 | 2013-01-04 | 2013-01-04 09:29:01 | 09:29:01 |
| 15 | Old Age Pension | 5923.0 | 2013 | 5123.0 | Collection from Another Bank | A00002177 | T00637742 | State Street Corp. | 5 | 1 | 16 | Credit | 62457513 | 2013-01-05 | 2013-01-05 | 2013-01-05 16:44:42 | 16:44:42 |
| 16 | None | 400.0 | 2013 | 400.0 | Credit in Cash | A00009635 | T02908688 | None | 5 | 1 | 17 | Credit | None | 2013-01-05 | 2013-01-05 | 2013-01-05 13:32:11 | 13:32:11 |
| 17 | None | 4201.0 | 2013 | 3401.0 | Collection from Another Bank | A00000793 | T00232961 | Goldman Sachs | 5 | 1 | 18 | Credit | 6149286 | 2013-01-05 | 2013-01-05 | 2013-01-05 11:56:11 | 11:56:11 |
| 18 | None | 700.0 | 2013 | 700.0 | Credit in Cash | A00000652 | T00192096 | None | 5 | 1 | 19 | Credit | None | 2013-01-05 | 2013-01-05 | 2013-01-05 09:28:49 | 09:28:49 |
| 19 | None | 500.0 | 2013 | 500.0 | Credit in Cash | A00001844 | T00542215 | None | 6 | 1 | 20 | Credit | None | 2013-01-06 | 2013-01-06 | 2013-01-06 14:38:54 | 14:38:54 |
| 20 | None | 700.0 | 2013 | 700.0 | Credit in Cash | A00001926 | T00565654 | None | 6 | 1 | 21 | Credit | None | 2013-01-06 | 2013-01-06 | 2013-01-06 11:41:28 | 11:41:28 |
| 21 | None | 3742.0 | 2013 | 3242.0 | Collection from Another Bank | A00001844 | T00542216 | Capital One | 7 | 1 | 22 | Credit | 42988401 | 2013-01-07 | 2013-01-07 | 2013-01-07 10:11:45 | 10:11:45 |
| 22 | None | 500.0 | 2013 | 500.0 | Credit in Cash | A00003510 | T01027725 | None | 7 | 1 | 23 | Credit | None | 2013-01-07 | 2013-01-07 | 2013-01-07 08:59:48 | 08:59:48 |
| 23 | None | 400.0 | 2013 | 400.0 | Credit in Cash | A00001276 | T00374589 | None | 7 | 1 | 24 | Credit | None | 2013-01-07 | 2013-01-07 | 2013-01-07 13:53:48 | 13:53:48 |
| 24 | Old Age Pension | 5698.0 | 2013 | 5298.0 | Collection from Another Bank | A00001972 | T00579374 | Bank of New York Mellon Corp. | 7 | 1 | 25 | Credit | 14132887 | 2013-01-07 | 2013-01-07 | 2013-01-07 08:09:01 | 08:09:01 |
| 25 | None | 900.0 | 2013 | 900.0 | Credit in Cash | A00002393 | T00699220 | None | 7 | 1 | 26 | Credit | None | 2013-01-07 | 2013-01-07 | 2013-01-07 09:44:19 | 09:44:19 |
| 26 | None | 400.0 | 2013 | 400.0 | Credit in Cash | A00000435 | T00129502 | None | 8 | 1 | 27 | Credit | None | 2013-01-08 | 2013-01-08 | 2013-01-08 11:33:46 | 11:33:46 |
| 27 | None | 7174.0 | 2013 | 6774.0 | Credit in Cash | A00001276 | T00374590 | None | 8 | 1 | 28 | Credit | None | 2013-01-08 | 2013-01-08 | 2013-01-08 10:41:24 | 10:41:24 |
| 28 | None | 300.0 | 2013 | 300.0 | Credit in Cash | A00000192 | T00057433 | None | 8 | 1 | 29 | Credit | None | 2013-01-08 | 2013-01-08 | 2013-01-08 11:27:40 | 11:27:40 |
| 29 | None | 12032.0 | 2013 | 11832.0 | Credit in Cash | A00001695 | T00497212 | None | 8 | 1 | 30 | Credit | None | 2013-01-08 | 2013-01-08 | 2013-01-08 11:42:14 | 11:42:14 |
| 30 | None | 300.0 | 2013 | 300.0 | Credit in Cash | A00002122 | T00621760 | None | 8 | 1 | 31 | Credit | None | 2013-01-08 | 2013-01-08 | 2013-01-08 13:23:47 | 13:23:47 |
| 31 | None | 500.0 | 2013 | 500.0 | Credit in Cash | A00001637 | T00480214 | None | 8 | 1 | 32 | Credit | None | 2013-01-08 | 2013-01-08 | 2013-01-08 14:01:07 | 14:01:07 |
| 32 | None | 600.0 | 2013 | 600.0 | Credit in Cash | A00002087 | T00612392 | None | 8 | 1 | 33 | Credit | None | 2013-01-08 | 2013-01-08 | 2013-01-08 13:21:14 | 13:21:14 |
| 33 | None | 1100.0 | 2013 | 1100.0 | Credit in Cash | A00000764 | T00224342 | None | 8 | 1 | 34 | Credit | None | 2013-01-08 | 2013-01-08 | 2013-01-08 10:25:46 | 10:25:46 |
| 34 | None | 600.0 | 2013 | 600.0 | Credit in Cash | A00003592 | T01049881 | None | 8 | 1 | 35 | Credit | None | 2013-01-08 | 2013-01-08 | 2013-01-08 13:49:31 | 13:49:31 |
| 35 | None | 300.0 | 2013 | 300.0 | Credit in Cash | A00003871 | T01132662 | None | 8 | 1 | 36 | Credit | None | 2013-01-08 | 2013-01-08 | 2013-01-08 14:07:56 | 14:07:56 |
| 36 | None | 800.0 | 2013 | 800.0 | Credit in Cash | A00003487 | T01021120 | None | 8 | 1 | 37 | Credit | None | 2013-01-08 | 2013-01-08 | 2013-01-08 08:08:38 | 08:08:38 |
| 37 | None | 200.0 | 2013 | 200.0 | Credit in Cash | A00001493 | T00439035 | None | 9 | 1 | 38 | Credit | None | 2013-01-09 | 2013-01-09 | 2013-01-09 09:39:13 | 09:39:13 |
| 38 | None | 400.0 | 2013 | 400.0 | Credit in Cash | A00000374 | T00110534 | None | 9 | 1 | 39 | Credit | None | 2013-01-09 | 2013-01-09 | 2013-01-09 09:09:09 | 09:09:09 |
| 39 | None | 15364.0 | 2013 | 14264.0 | Credit in Cash | A00002632 | T00771036 | None | 9 | 1 | 40 | Credit | None | 2013-01-09 | 2013-01-09 | 2013-01-09 09:27:45 | 09:27:45 |
| 40 | None | 900.0 | 2013 | 900.0 | Credit in Cash | A00001730 | T00506450 | None | 9 | 1 | 41 | Credit | None | 2013-01-09 | 2013-01-09 | 2013-01-09 11:42:16 | 11:42:16 |
| 41 | None | 14551.0 | 2013 | 13851.0 | Credit in Cash | A00000652 | T00192097 | None | 9 | 1 | 42 | Credit | None | 2013-01-09 | 2013-01-09 | 2013-01-09 16:46:01 | 16:46:01 |
| 42 | None | 17966.0 | 2013 | 17366.0 | Credit in Cash | A00003818 | T01117248 | None | 9 | 1 | 43 | Credit | None | 2013-01-09 | 2013-01-09 | 2013-01-09 08:09:03 | 08:09:03 |
| 43 | None | 800.0 | 2013 | 800.0 | Credit in Cash | A00002379 | T00695720 | None | 10 | 1 | 44 | Credit | None | 2013-01-10 | 2013-01-10 | 2013-01-10 15:55:39 | 15:55:39 |
| 44 | None | 1000.0 | 2013 | 1000.0 | Credit in Cash | A00002925 | T00857973 | None | 10 | 1 | 45 | Credit | None | 2013-01-10 | 2013-01-10 | 2013-01-10 12:19:11 | 12:19:11 |
| 45 | None | 700.0 | 2013 | 700.0 | Credit in Cash | A00001628 | T00477638 | None | 10 | 1 | 46 | Credit | None | 2013-01-10 | 2013-01-10 | 2013-01-10 08:10:26 | 08:10:26 |
| 46 | Old Age Pension | 6607.0 | 2013 | 6007.0 | Collection from Another Bank | A00003592 | T01049882 | U.S. Bancorp | 10 | 1 | 47 | Credit | 73166322 | 2013-01-10 | 2013-01-10 | 2013-01-10 09:02:13 | 09:02:13 |
| 47 | None | 500.0 | 2013 | 500.0 | Credit in Cash | A00000866 | T00252644 | None | 10 | 1 | 48 | Credit | None | 2013-01-10 | 2013-01-10 | 2013-01-10 10:45:25 | 10:45:25 |
| 48 | None | 400.0 | 2013 | 400.0 | Credit in Cash | A00001338 | T00393505 | None | 11 | 1 | 49 | Credit | None | 2013-01-11 | 2013-01-11 | 2013-01-11 08:34:56 | 08:34:56 |
| 49 | Old Age Pension | 7107.0 | 2013 | 6207.0 | Collection from Another Bank | A00000576 | T00171813 | State Street Corp. | 11 | 1 | 50 | Credit | 30300313 | 2013-01-11 | 2013-01-11 | 2013-01-11 16:36:38 | 16:36:38 |
| 50 | None | 900.0 | 2013 | 900.0 | Credit in Cash | A00001979 | T00581699 | None | 11 | 1 | 51 | Credit | None | 2013-01-11 | 2013-01-11 | 2013-01-11 12:20:47 | 12:20:47 |
| 51 | None | 13144.0 | 2013 | 12644.0 | Credit in Cash | A00000866 | T00252645 | None | 11 | 1 | 52 | Credit | None | 2013-01-11 | 2013-01-11 | 2013-01-11 15:04:16 | 15:04:16 |
| 52 | None | 800.0 | 2013 | 800.0 | Credit in Cash | A00000346 | T00101386 | None | 11 | 1 | 53 | Credit | None | 2013-01-11 | 2013-01-11 | 2013-01-11 11:25:35 | 11:25:35 |
| 53 | Old Age Pension | 7234.0 | 2013 | 6434.0 | Collection from Another Bank | A00002357 | T00689828 | PNC Financial Services | 12 | 1 | 54 | Credit | 34144538 | 2013-01-12 | 2013-01-12 | 2013-01-12 10:30:16 | 10:30:16 |
| 54 | None | 15879.0 | 2013 | 14779.0 | Credit in Cash | A00002484 | T00725752 | None | 12 | 1 | 55 | Credit | None | 2013-01-12 | 2013-01-12 | 2013-01-12 16:47:37 | 16:47:37 |
| 55 | None | 5207.0 | 2013 | 4507.0 | Credit in Cash | A00001926 | T00565655 | None | 12 | 1 | 56 | Credit | None | 2013-01-12 | 2013-01-12 | 2013-01-12 13:52:16 | 13:52:16 |
| 56 | None | 7446.0 | 2013 | 6446.0 | Credit in Cash | A00002925 | T00857974 | None | 12 | 1 | 57 | Credit | None | 2013-01-12 | 2013-01-12 | 2013-01-12 12:34:59 | 12:34:59 |
| 57 | None | 800.0 | 2013 | 800.0 | Credit in Cash | A00001909 | T00560898 | None | 12 | 1 | 58 | Credit | None | 2013-01-12 | 2013-01-12 | 2013-01-12 14:13:45 | 14:13:45 |
| 58 | None | 18477.0 | 2013 | 17477.0 | Credit in Cash | A00000704 | T00207265 | None | 12 | 1 | 59 | Credit | None | 2013-01-12 | 2013-01-12 | 2013-01-12 11:04:49 | 11:04:49 |
| 59 | Old Age Pension | 4976.0 | 2013 | 4276.0 | Collection from Another Bank | A00001628 | T00477639 | Bank of New York Mellon Corp. | 12 | 1 | 60 | Credit | 15916598 | 2013-01-12 | 2013-01-12 | 2013-01-12 11:14:10 | 11:14:10 |
| 60 | None | 1100.0 | 2013 | 1100.0 | Credit in Cash | A00002099 | T00615542 | None | 12 | 1 | 61 | Credit | None | 2013-01-12 | 2013-01-12 | 2013-01-12 13:13:38 | 13:13:38 |
| 61 | Old Age Pension | 5209.0 | 2013 | 5009.0 | Collection from Another Bank | A00001493 | T00439036 | JPMorgan Chase | 13 | 1 | 62 | Credit | 54522466 | 2013-01-13 | 2013-01-13 | 2013-01-13 14:38:37 | 14:38:37 |
| 62 | None | 1000.0 | 2013 | 1000.0 | Credit in Cash | A00003760 | T01100759 | None | 13 | 1 | 63 | Credit | None | 2013-01-13 | 2013-01-13 | 2013-01-13 15:18:01 | 15:18:01 |
| 63 | Old Age Pension | 6218.0 | 2013 | 5718.0 | Collection from Another Bank | A00001637 | T00480215 | Bank of New York Mellon Corp. | 13 | 1 | 64 | Credit | 45134812 | 2013-01-13 | 2013-01-13 | 2013-01-13 14:23:02 | 14:23:02 |
| 64 | None | 800.0 | 2013 | 800.0 | Credit in Cash | A00005270 | T01548749 | None | 13 | 1 | 65 | Credit | None | 2013-01-13 | 2013-01-13 | 2013-01-13 13:11:54 | 13:11:54 |
| 65 | None | 14967.0 | 2013 | 13967.0 | Credit in Cash | A00001726 | T00505241 | None | 13 | 1 | 66 | Credit | None | 2013-01-13 | 2013-01-13 | 2013-01-13 12:29:39 | 12:29:39 |
| 66 | None | 7659.0 | 2013 | 6959.0 | Credit in Cash | A00002881 | T00846007 | None | 13 | 1 | 67 | Credit | None | 2013-01-13 | 2013-01-13 | 2013-01-13 14:39:11 | 14:39:11 |
| 67 | None | 16714.0 | 2013 | 15914.0 | Credit in Cash | A00003487 | T01021121 | None | 13 | 1 | 68 | Credit | None | 2013-01-13 | 2013-01-13 | 2013-01-13 13:39:09 | 13:39:09 |
| 68 | Old Age Pension | 4870.0 | 2013 | 4470.0 | Collection from Another Bank | A00009635 | T02908689 | Bank of America | 14 | 1 | 69 | Credit | 37906074 | 2013-01-14 | 2013-01-14 | 2013-01-14 14:50:59 | 14:50:59 |
| 69 | None | 600.0 | 2013 | 600.0 | Credit in Cash | A00002926 | T00858384 | None | 14 | 1 | 70 | Credit | None | 2013-01-14 | 2013-01-14 | 2013-01-14 10:12:59 | 10:12:59 |
| 70 | None | 800.0 | 2013 | 800.0 | Credit in Cash | A00001699 | T00498389 | None | 14 | 1 | 71 | Credit | None | 2013-01-14 | 2013-01-14 | 2013-01-14 14:55:00 | 14:55:00 |
| 71 | None | 11637.0 | 2013 | 10737.0 | Credit in Cash | A00002393 | T00699221 | None | 14 | 1 | 72 | Credit | None | 2013-01-14 | 2013-01-14 | 2013-01-14 14:59:01 | 14:59:01 |
| 72 | None | 700.0 | 2013 | 700.0 | Credit in Cash | A00003909 | T01142758 | None | 14 | 1 | 73 | Credit | None | 2013-01-14 | 2013-01-14 | 2013-01-14 14:49:02 | 14:49:02 |
| 73 | None | 45549.0 | 2013 | 44749.0 | Collection from Another Bank | A00005270 | T01548750 | Goldman Sachs | 14 | 1 | 74 | Credit | 80269753 | 2013-01-14 | 2013-01-14 | 2013-01-14 09:52:52 | 09:52:52 |
| 74 | None | 200.0 | 2013 | 200.0 | Credit in Cash | A00001731 | T00506836 | None | 14 | 1 | 75 | Credit | None | 2013-01-14 | 2013-01-14 | 2013-01-14 16:20:17 | 16:20:17 |
| 75 | None | 1000.0 | 2013 | 1000.0 | Credit in Cash | A00011265 | T03393738 | None | 14 | 1 | 76 | Credit | None | 2013-01-14 | 2013-01-14 | 2013-01-14 11:58:13 | 11:58:13 |
| 76 | None | 46852.0 | 2013 | 46552.0 | Credit in Cash | A00002122 | T00621775 | None | 15 | 1 | 77 | Credit | None | 2013-01-15 | 2013-01-15 | 2013-01-15 10:12:11 | 10:12:11 |
| 77 | None | 500.0 | 2013 | 500.0 | Credit in Cash | A00002519 | T00737258 | None | 15 | 1 | 78 | Credit | None | 2013-01-15 | 2013-01-15 | 2013-01-15 15:25:00 | 15:25:00 |
| 78 | None | 13456.0 | 2013 | 13156.0 | Credit in Cash | A00000485 | T00144549 | None | 16 | 1 | 79 | Credit | None | 2013-01-16 | 2013-01-16 | 2013-01-16 14:32:23 | 14:32:23 |
| 79 | None | 1000.0 | 2013 | 1000.0 | Credit in Cash | A00001481 | T00435762 | None | 17 | 1 | 80 | Credit | None | 2013-01-17 | 2013-01-17 | 2013-01-17 14:42:51 | 14:42:51 |
| 80 | None | 23823.0 | 2013 | 23323.0 | Credit in Cash | A00003510 | T01027726 | None | 17 | 1 | 81 | Credit | None | 2013-01-17 | 2013-01-17 | 2013-01-17 08:48:50 | 08:48:50 |
| 81 | None | 1100.0 | 2013 | 1100.0 | Credit in Cash | A00010364 | T03122924 | None | 17 | 1 | 82 | Credit | None | 2013-01-17 | 2013-01-17 | 2013-01-17 12:57:05 | 12:57:05 |
| 82 | None | 200.0 | 2013 | 200.0 | Credit in Cash | A00004034 | T01176385 | None | 18 | 1 | 83 | Credit | None | 2013-01-18 | 2013-01-18 | 2013-01-18 15:59:05 | 15:59:05 |
| 83 | None | 300.0 | 2013 | 300.0 | Credit in Cash | A00000401 | T00119435 | None | 18 | 1 | 84 | Credit | None | 2013-01-18 | 2013-01-18 | 2013-01-18 11:37:05 | 11:37:05 |
| 84 | None | 11792.0 | 2013 | 10792.0 | Credit in Cash | A00003760 | T01100767 | None | 18 | 1 | 85 | Credit | None | 2013-01-18 | 2013-01-18 | 2013-01-18 10:17:03 | 10:17:03 |
| 85 | None | 200.0 | 2013 | 200.0 | Credit in Cash | A00002330 | T00682546 | None | 19 | 1 | 86 | Credit | None | 2013-01-19 | 2013-01-19 | 2013-01-19 09:28:59 | 09:28:59 |
| 86 | None | 400.0 | 2013 | 400.0 | Credit in Cash | A00001806 | T00529772 | None | 19 | 1 | 87 | Credit | None | 2013-01-19 | 2013-01-19 | 2013-01-19 15:16:58 | 15:16:58 |
| 87 | None | 700.0 | 2013 | 700.0 | Credit in Cash | A00003834 | T01121963 | None | 19 | 1 | 88 | Credit | None | 2013-01-19 | 2013-01-19 | 2013-01-19 09:34:56 | 09:34:56 |
| 88 | None | 700.0 | 2013 | 700.0 | Credit in Cash | A00001222 | T00359511 | None | 20 | 1 | 89 | Credit | None | 2013-01-20 | 2013-01-20 | 2013-01-20 11:07:02 | 11:07:02 |
| 89 | None | 200.0 | 2013 | 200.0 | Credit in Cash | A00000212 | T00063712 | None | 20 | 1 | 90 | Credit | None | 2013-01-20 | 2013-01-20 | 2013-01-20 12:29:33 | 12:29:33 |
| 90 | None | 1100.0 | 2013 | 1100.0 | Credit in Cash | A00001019 | T00298978 | None | 21 | 1 | 91 | Credit | None | 2013-01-21 | 2013-01-21 | NaT | 15:59:16 |
| 91 | None | 1000.0 | 2013 | 1000.0 | Credit in Cash | A00000459 | T00136957 | None | 21 | 1 | 92 | Credit | None | 2013-01-21 | 2013-01-21 | 2013-01-21 11:07:56 | 11:07:56 |
| 92 | None | 700.0 | 2013 | 700.0 | Credit in Cash | A00000456 | T00135814 | None | 21 | 1 | 93 | Credit | None | 2013-01-21 | 2013-01-21 | 2013-01-21 08:28:34 | 08:28:34 |
| 93 | None | 500.0 | 2013 | 500.0 | Credit in Cash | A00000772 | T00226654 | None | 21 | 1 | 94 | Credit | None | 2013-01-21 | 2013-01-21 | 2013-01-21 08:31:17 | 08:31:17 |
| 94 | None | 1100.0 | 2013 | 1100.0 | Credit in Cash | A00011295 | T03402664 | None | 21 | 1 | 95 | Credit | None | 2013-01-21 | 2013-01-21 | 2013-01-21 13:38:31 | 13:38:31 |
| 95 | None | 7968.0 | 2013 | 7268.0 | Credit in Cash | A00002378 | T00695250 | None | 22 | 1 | 96 | Credit | None | 2013-01-22 | 2013-01-22 | 2013-01-22 14:43:54 | 14:43:54 |
| 96 | None | 300.0 | 2013 | 300.0 | Credit in Cash | A00001536 | T00451890 | None | 22 | 1 | 97 | Credit | None | 2013-01-22 | 2013-01-22 | 2013-01-22 11:17:36 | 11:17:36 |
| 97 | None | 200.0 | 2013 | 200.0 | Credit in Cash | A00002676 | T00785190 | None | 22 | 1 | 98 | Credit | None | 2013-01-22 | 2013-01-22 | 2013-01-22 08:36:26 | 08:36:26 |
| 98 | None | 17225.0 | 2013 | 16125.0 | Credit in Cash | A00002099 | T00615548 | None | 22 | 1 | 99 | Credit | None | 2013-01-22 | 2013-01-22 | 2013-01-22 15:37:35 | 15:37:35 |
| 99 | None | 400.0 | 2013 | 400.0 | Credit in Cash | A00002970 | T00871631 | None | 22 | 1 | 100 | Credit | None | 2013-01-22 | 2013-01-22 | 2013-01-22 11:08:59 | 11:08:59 |
stg_completedtrans.sql (clean the table)
-- COCOON BLOCK START: PLEASE DO NOT MODIFY THIS BLOCK FOR SELF-MAINTENANCE
WITH
"completedtrans_renamed" AS (
-- Rename: Renaming columns
-- column_a -> row_number
-- trans_id -> transaction_id
-- type -> transaction_type
-- operation -> transaction_description
-- amount -> transaction_amount
-- k_symbol -> transaction_category
-- bank -> bank_name
-- account -> account_holder
-- day_ -> day_of_month
-- date_ -> transaction_date
-- fulldate -> full_date
-- fulltime -> transaction_time
-- fulldatewithtime -> transaction_datetime
SELECT
"column_a" AS "row_number",
"trans_id" AS "transaction_id",
"account_id",
"type" AS "transaction_type",
"operation" AS "transaction_description",
"amount" AS "transaction_amount",
"balance",
"k_symbol" AS "transaction_category",
"bank" AS "bank_name",
"account" AS "account_holder",
"year_",
"month_",
"day_" AS "day_of_month",
"date_" AS "transaction_date",
"fulldate" AS "full_date",
"fulltime" AS "transaction_time",
"fulldatewithtime" AS "transaction_datetime"
FROM "completedtrans"
),
"completedtrans_renamed_trimmed" AS (
-- Trim Leading and Trailing Spaces
SELECT
"row_number",
"transaction_id",
"account_id",
"transaction_type",
"transaction_description",
"transaction_amount",
"balance",
"bank_name",
"account_holder",
"year_",
"month_",
"day_of_month",
"transaction_date",
"full_date",
"transaction_time",
"transaction_datetime",
TRIM("transaction_category") AS "transaction_category"
FROM "completedtrans_renamed"
),
"completedtrans_renamed_trimmed_null" AS (
-- NULL Imputation: Impute Null to Disguised Missing Values
-- transaction_category: ['']
SELECT
CASE
WHEN "transaction_category" = '' THEN NULL
ELSE "transaction_category"
END AS "transaction_category",
"account_holder",
"balance",
"transaction_time",
"year_",
"transaction_amount",
"transaction_date",
"transaction_description",
"account_id",
"transaction_id",
"bank_name",
"day_of_month",
"month_",
"row_number",
"full_date",
"transaction_type",
"transaction_datetime"
FROM "completedtrans_renamed_trimmed"
),
"completedtrans_renamed_trimmed_null_casted" AS (
-- Column Type Casting:
-- account_holder: from FLOAT to VARCHAR
-- full_date: from VARCHAR to DATE
-- transaction_date: from VARCHAR to DATE
-- transaction_datetime: from VARCHAR to TIMESTAMP
-- transaction_time: from VARCHAR to TIME
SELECT
"transaction_category",
"balance",
"year_",
"transaction_amount",
"transaction_description",
"account_id",
"transaction_id",
"bank_name",
"day_of_month",
"month_",
"row_number",
"transaction_type",
CAST("account_holder" AS VARCHAR) AS "account_holder",
CAST("full_date" AS DATE) AS "full_date",
CAST("transaction_date" AS DATE) AS "transaction_date",
TRY_TO_TIMESTAMP("transaction_datetime", 'YYYY-MM-DDTHH24:MI:SS') AS "transaction_datetime",
CASE
WHEN REGEXP_LIKE("transaction_time", '([01]\\d|2[0-3]):[0-5]\\d:[0-5]\\d') THEN CAST("transaction_time" AS TIME)
WHEN REGEXP_LIKE("transaction_time", '\\d{2}:\\d{2}:\\d{2}') THEN TO_TIME(
CASE
WHEN SPLIT_PART("transaction_time", ':', 1)::INT > 23 THEN '23'
ELSE LPAD(SPLIT_PART("transaction_time", ':', 1), 2, '0')
END || ':' ||
CASE
WHEN SPLIT_PART("transaction_time", ':', 2)::INT > 59 THEN '59'
ELSE LPAD(SPLIT_PART("transaction_time", ':', 2), 2, '0')
END || ':' ||
CASE
WHEN SPLIT_PART("transaction_time", ':', 3)::INT > 59 THEN '59'
ELSE LPAD(SPLIT_PART("transaction_time", ':', 3), 2, '0')
END
)
ELSE "transaction_time"
END AS "transaction_time"
FROM "completedtrans_renamed_trimmed_null"
)
-- COCOON BLOCK END
SELECT * FROM "completedtrans_renamed_trimmed_null_casted"stg_completedtrans.yml (Document the table)
version: 2
models:
- name: stg_completedtrans
description: The table is about completed financial transactions. It includes details
such as transaction ID, account ID, type of transaction, operation, amount, balance,
date, and time. Each row represents a single transaction with its associated information.
The table covers various credit transactions, specifically cash deposits, made
on different dates and times.
columns:
- name: transaction_category
description: Purpose unknown, possibly transaction category
tests:
- not_null
- name: balance
description: Account balance after the transaction
tests:
- not_null
- name: year_
description: Year of the transaction
tests:
- not_null
- name: transaction_amount
description: Transaction amount in currency units
tests:
- not_null
- name: transaction_description
description: Description of the transaction type
tests:
- not_null
- accepted_values:
values:
- Credit in Cash
- Collection from Another Bank
- Cash Withdrawal
- Remittance to Another Bank
- Check Deposit
- Wire Transfer
- ATM Withdrawal
- Online Payment
- Direct Deposit
- Standing Order
- Loan Payment
- Interest Credit
- Fee Deduction
- Currency Exchange
- Bank Transfer
- name: account_id
description: Unique identifier for the account
tests:
- not_null
cocoon_meta:
patterns:
- regex: A\d{8}
summary: Account IDs starting with 'A' followed by 8 digits
- name: transaction_id
description: Unique identifier for the transaction
tests:
- not_null
- unique
cocoon_meta:
uniqueness: This column is a unique identifier for each transaction. For this
table, each row represents a single financial transaction, and transaction_id
is unique across rows.
patterns:
- regex: T\d{8}
summary: Transaction IDs starting with 'T' followed by 8 digits
- name: bank_name
description: Name or code of the bank
cocoon_meta:
missing_acceptable: Transactions might not always involve a specific bank.
- name: day_of_month
description: Day of the month for the transaction
tests:
- not_null
- name: month_
description: Month of the transaction
tests:
- not_null
- name: row_number
description: Purpose unknown, appears to be a counter
tests:
- not_null
- name: transaction_type
description: Type of transaction (e.g., Credit, Debit)
tests:
- not_null
- accepted_values:
values:
- Credit
- Debit
- name: account_holder
description: Account holder's name or identifier
tests:
- not_null
- name: full_date
description: Full date of the transaction
tests:
- not_null
- name: transaction_date
description: Date of the transaction
tests:
- not_null
- name: transaction_datetime
description: Full date and time of the transaction
tests:
- not_null
- name: transaction_time
description: Time of the transaction
tests:
- not_null
stg_CRM_Reviews (first 100 rows)
| star_rating | product_name | district_id | review_text | review_date | |
|---|---|---|---|---|---|
| 0 | 5 | Eagle National Mortgage | 65 | Great job, Eagle National! Each person was professional and helped us move through our refinance process smoothly. Thank you! | 2017-10-04 |
| 1 | 5 | Eagle National Mortgage | 66 | Matthew Richardson is professional and helpful. He helped us find the correct product for our mortgage. Thank you very much for the excellent service, Matthew! | 2017-10-02 |
| 2 | 5 | Eagle National Mortgage | 23 | We had a past experience with Eagle National Mortgage and would without question use again and again if needed!! Eagle went beyond the extra mile to not only right a wrong encountered from the servicer we were dealing on our previous loan, but they pulled together and found a viable option for us that ultimately saved us money. We would highly recommend Brad Thomka and the Eagle National Mortgage team for your mortgage needs. Sincerest thanks Eagle!! Ed & Lind | 2017-08-21 |
| 3 | 5 | Eagle National Mortgage | 55 | We have been dealing with Brad Thomka from the beginning of what started out to be a very stressful time for us, but with the help from Brad and the entire Eagle Mortgage team it was turned into a happy ending!! Brad and Eagle went beyond the extra mile to not only right a wrong encountered from the servicer we were dealing on our previous loan, but they pulled together and found a viable option for us that ultimately saved us money. We are indebted and would highly recommend Brad Thomka and the Eagle National Mortgage team for your mortgage needs. Sincerest thanks Eagle!! Ed & LindRead Less | 2017-12-17 |
| 4 | 5 | Eagle National Mortgage | 24 | I can't express how grateful I am for the support that Zach provided to me and my family during this home purchase! His customer service, responsiveness and professional demeanor is second to none. He was very thorough and took the time to educate me about the process along the way. I highly recommend working with Zach and Eagle National! | 2016-05-27 |
| 5 | 5 | Eagle National Mortgage | 15 | I had the pleasure of working with Eagle National in September 2018 as my family and I were making a home purchase in Columbus, OH. From the original conversation with the loan officer to underwriting and all the way through closing, the entire team from Eagle was very responsive and professional. I was VERY impressed with how smooth their process was and how timely the communication was given how stressful of a process home buying (and selling) can be | 2016-12-20 |
| 6 | 5 | Eagle National Mortgage | 12 | My experience with Mattison was beyond greatly professionally done!! She really cares about her clients needs! She stays on top of everything and if there was a misunderstanding, she would be on top of it for you. Overall she truly bends her back professionally for her clients. She is a wonderful person! | 2017-12-17 |
| 7 | 5 | Eagle National Mortgage | 55 | Patrick answered all my questions by email immediately and he spent a lot of time making sure I got the right loan for my situation. The portal they use is extremely easy and we closed on the refinance with 2 weeks. Very pleased with the customer service and intend on using Patrick again when we refinance later!!!! | 2016-08-16 |
| 8 | 5 | Eagle National Mortgage | 25 | I loved working with this group of people! They laughed with me over the phone! Always answered my questions and moved the loan along as quickly as possible! Knowledgeable staff! While we were shopping around for a lender, one lender badmouthed Eagle, they lost my business because of it. When I told Eagle about it, they had the class not to say anything negative about another company, just to get the "sell" | 2017-04-09 |
| 9 | 5 | Eagle National Mortgage | 18 | Great web interface for both the loan application and document upload and download features. Quick responses to any questions or concerns. Willingness to communicate almost exclusively via email...as phone calls weren't always an option for us. | 2016-03-22 |
| 10 | 5 | Eagle National Mortgage | 37 | Working with Michelle and Eagle went really well for me. As a first time homeowner and this being my first refinance, I feel that this process was smooth and successful. I will definitely recommend Michelle to friends and family. | 2017-02-04 |
| 11 | 5 | Eagle National Mortgage | 8 | usten Butler brought the humanity and connection to what can be a very stiff, lifeless, and scary transaction. Not only that, it is quite possibly the largest purchase my wife and I will ever make. We didn't simply want to transact with a faceless institution. A lot was riding on picking the right house and making sure everything would work out. Austen was there for us, every step of the way. It's true. Austen got us the best deal. Yes, that's also true. But it's more than that. From when we first starting looking to over a year later when we found the home we wanted, his presence, positivity, and guidance gave us the confidence to take the step and move into our dream home. It's made a HUGE difference for our family, we're right where we want to be, have 13 kids on our block, and couldn't be happier - and it's all thanks to Austen Butler's help. | 2016-06-02 |
| 12 | 5 | Eagle National Mortgage | 32 | Jay was easy to get a hold of if I had any questions so that was huge to me because there's a lot to do during this whole loan process and you want to know if everything's right. He provided as great a service as I could've wanted | 2016-11-06 |
| 13 | 5 | Eagle National Mortgage | 1 | Austen has been awsome in every step of the way with my refi and new home purchase. He explains your best options thoroughly with out any of the B.S other companies use to get your business . Being a repeat customer says it all. | 2016-03-07 |
| 14 | 5 | Eagle National Mortgage | 55 | The salesperson kept pushing a cash out refi on me even when i told him I'm looking for a heloc specifically. Then he hangs up on me because I said I was quoted a better rate at TD bank. Ridiculous.... | 2016-07-10 |
| 15 | 5 | Eagle National Bank | 34 | I worked with Kory and Carla at NASB. They were a superb team and provided excellent, responsive and knowledgeable service throughout the entire process. Ours was a complicated process with a refinance and a loan and they hung in there with us the entire time. It was a great experience working with both of them. I highly recommend them and will use them in the future for all of my mortgage needs | 2016-01-15 |
| 16 | 5 | Eagle National Bank | 40 | The NASB team went above and beyond for me and my family and closed an important VA home loan on time despite many changes, my military retirement, and a very challenging Antebellum home that required the entire NASB team to pull out all the stops, know the rules and regulations, and guide us through a tough VA process. I truly believe we would not have closed on time with a different team. I will only recommend NASB for home loans...especially complicate VA loans | 2016-08-01 |
| 17 | 5 | Eagle National Bank | 14 | Dallas Goodlet and his entire team are deserving a special thank you. He was as professional as they come and closed our loan in 12 days. We were with another competitor originally and he called, saving us thousands over our current lender. It was a real pleasure getting to work with this institution and a class act like Dallas. Great job! | 2016-10-22 |
| 18 | 5 | Eagle National Bank | 54 | Working with Jon was such an amazing experience! From the start he offered answers to any questions I had since after all this was our first home purchase! Jon was always a phone call away ready to help where needed. He made the stringent home buying process as easy as possible! I would definitely recommend any potential buyers to work with Jon, I know for myself I will be calling him if we ever decide to buy another house! Thanks Jon | 2017-05-24 |
| 19 | 5 | Eagle Capital | 59 | \nTeddy represents his company very well. He is communicative, patient, hard-working and gets the job done. \n | 2017-10-02 |
| 20 | 5 | Eagle Capital | 28 | None | 2016-01-23 |
| 21 | 5 | Eagle Capital | 58 | None | 2017-09-05 |
| 22 | 5 | Eagle Capital | 64 | None | 2016-02-29 |
| 23 | 5 | Eagle Capital | 73 | None | 2019-08-05 |
| 24 | 5 | Eagle Capital | 19 | None | 2016-08-08 |
| 25 | 5 | Eagle Capital | 68 | None | 2013-02-04 |
| 26 | 1 | Eagle Capital | 52 | None | 2019-08-05 |
| 27 | 1 | Eagle Capital | 59 | None | 2016-08-08 |
| 28 | 1 | Eagle Capital | 5 | None | 2016-03-05 |
| 29 | 1 | Eagle Capital | 63 | None | 2013-05-06 |
| 30 | 1 | Eagle Capital | 49 | None | 2016-07-18 |
| 31 | 1 | Eagle Capital | 53 | None | 2016-01-23 |
| 32 | 5 | Eagle National Mortgage | 51 | None | 2016-05-20 |
| 33 | 5 | Eagle National Mortgage | 17 | None | 2013-05-06 |
| 34 | 5 | Eagle National Mortgage | 39 | None | 2013-05-06 |
| 35 | 5 | Eagle National Mortgage | 42 | None | 2014-07-01 |
| 36 | 5 | Eagle National Bank | 53 | Adam was great to work with during our refi! His attention to detail made this a smooth and easy transaction. It has been several years since we've gone thru the home loan process and we were unsure where to start. After talking with Adam, we were confident he was the one to help us with our refi. He was professional, helpful, very knowledgeable about the loan process and answered all of our questions in a timely manner. I would highly recommend Adam and would not hesitate to work with him agai | 2016-07-18 |
| 37 | 1 | Eagle National Bank | 3 | The closing process for a VA loan went smoothly. But the loan servicing by this so-called bank is a complete disaster. I set up our loan for automatic payments using their clunky website. Unlike other banks with which I do business, the NASB website is not intuitive and does not provide confirmation for your entries. For the first 10 months, payments were automatically debited from my external account as scheduled. However, when the escrow amount changed, NASB debited the old amount from my account and sent a deficiency letter for the balance -- unlike every other bank I have used in which the amount of the debit was automatically debited. NASB sent me a "credit counseling letter" telling me that they did not apply any of the loan payment and would charge me a late payment over double the deficiency of $40 and change .... and suggested credit counseling services. When I called their servicing department, the representative told me the letter was sent in error and that everything had been adjusted so my account was showing that it was current. Two weeks later, I received a total of two voice mail messages and an e-mail in a span of 20 minutes from NASB's default department. The woman with whom I first spoke was rude, said she showed no record of my earlier call, it was my problem, and then hung up on me. The second agent, a man in their default department, said that he did not show that I had made any automatic payments and that NASB's system was not set up to adjust anything. After having over 25 years of mortgage payments with various banks, I have never experienced such incompetence and rude service. I specifically instructed the last agent to request that they sell servicing of our loan to another bank that is capable of actually performing customer service for a veteran | 2017-09-05 |
| 38 | 1 | Eagle National Bank | 52 | Started refinance with Nick things were going OK then there was a problem with a credit card fro 5 years earlier, which must of made the loan not possible. This I would of understood, But I never heard from them again? called Nick several times no response? I even called his supervisor no response? E-Mailed them no response? IS THIS THE COMPANY YOU WANT TO DUE BUSNESS... | 2017-10-02 |
| 39 | 5 | Eagle National Mortgage | 60 | If I had a million Friends I would recommend all of them to Eagle National especially to Mark Taylor he’s great he really help with even of the clock thanks a million mark I mean that from heart I appreciate everything you did for me. | 2017-04-03 |
| 40 | 1 | Eagle National Mortgage | 20 | This was the worst experience ever. It was like they had never gone through the process before. I could not get a complete list of the documents required. Every other day it was a new request. The appraiser that they hired made so many mistakes I had to send in corrections and then during the underwriting process they had to go back and make more corrections. Wyndum would continue to ask for copies of documents over and over again. There were many documents that I had to send 3 and 4 times because they "lost" them or was not filed correctly, we went through 4 different people through the process. I would NEVER use them. Awful experience! | 2017-02-24 |
| 41 | 1 | Eagle National Mortgage | 63 | Initially, the Mortgage Broker was very friendly and assertive. Once the paper work was filled out and closing on the loan was eminent, it became increasingly difficult to reach the broker. I had to initiate all phone calls. It seemed as if I had to call to make the process move forward. It took four weeks to get a copy of my closing documents and the payoff for my credit card | 2016-06-26 |
| 42 | 5 | Eagle National Bank | 28 | Kory was by far the best loan officer I have ever worked with. We were dealing with a complicated refinance and purchase of two different properties and he was cool, calm, professional and extremely knowledgeable throughout the entire process. I wouldn’t use anyone else moving forward. His level of integrity and responsiveness is second to none. Thanks for everything, Kory | 2017-11-10 |
| 43 | 5 | Eagle National Bank | 34 | NASB was amazing to work with! The pre-approval process was easy and informational. We chose our home and closed within 30 days of our agreement date! Thanks NASB for making our first home purchase an amazing experience! | 2017-02-05 |
| 44 | 5 | Eagle National Bank | 5 | Jon Barrett was a great asset to my husband and I. He made our mortgage loan process extremely simple and quick! Jon was knowledgeable, helpful, patient and accurate. We will be passing Jon's name along to anyone looking for a mortgage loan! | 2016-07-18 |
| 45 | 5 | Eagle Capital | 76 | \nWorking with our agent was quick and very simple. We had to do very little and things were completed well and we were very pleased with the service and result we received.\n | 2016-07-18 |
| 46 | 5 | Eagle Capital | 15 | \nThank you for all of your help Kelly! Your patience and kindness in assisting us with our loan is greatly appreciated! Look forward to working again together in the future! \n | 2016-07-18 |
| 47 | 1 | Eagle Capital | 23 | None | 2017-10-02 |
| 48 | 1 | Eagle Capital | 35 | None | 2016-07-18 |
| 49 | 1 | Eagle Capital | 60 | None | 2017-10-04 |
| 50 | 1 | Eagle Capital | 24 | None | 2017-09-05 |
| 51 | 5 | Eagle National Mortgage | 60 | None | 2016-03-05 |
| 52 | 5 | Eagle National Bank | 21 | Adam came highly recommended and from the first time we spoke with him, it was clear why. He was friendly, professional, knowledgeable, and worked hard to ensure we were taken care of in all aspects. Beyond the necessary effective communication skills, he brought a personal touch after we closed by sending us a hand written note of congratulations. I will recommend him to everyone I know buying a house. | 2016-05-05 |
| 53 | 5 | Eagle National Mortgage | 7 | None | 2017-12-24 |
| 54 | 5 | Eagle National Mortgage | 40 | None | 2014-07-29 |
| 55 | 1 | Eagle National Bank | 62 | This loan started off quite well. Our rep, Donna, was friendly and quick to respond to questions. She clearly explained how things would unfold, and it all sounded great. What I didn't count on was that the Bank never kept a single promise she made. I had the same problem with this Bank 15 or more times. I would ask for assurance about something, Donna would respond that things would be completed as I wished, and her promise was violated by the Bank EVERY SINGLE TIME. For example, in our first or second conversation, I explained to Donna that my wife would be traveling out of the country 11 weeks after beginning the loan process. Would it be a problem to get the loan closed before that? Not at all, she said. We should close several weeks before my wife's departure. 11 weeks later, the Bank was not ready to close. How did that happen? Donna would ask us to email documentation, which we would email back within 2-12 hours, depending on the occasion. Donna would then assure us that the documentation that we sent her was great, and the Bank had everything it needed. Then, weeks later, they would ask for additional documentation. This happened 5 or more times. Later in the process, they asked for repeats of earlier documentation because the earlier documentation that had I provided was now "too old." I cannot tell if this patterns recured because the Bank doesn't care about customers, or because it is just incompetent. Every time we complained about additional requests or some promise that wasn't kept, Donna told us that our complaints were justified and she was sorry. But she was unable or unwilling to rectify the broken promises. We finally closed 13 weeks or so after our initial application. I can only imagine how long the process would have taken if we had not responded to every request from the Bank on the day they made it, and if we hadn't pushed hard to get this deal done. This Bank treats customers with complete disrespect. As someone who has owned several properties in my life and has received more than 10 home mortgages from different banks, I can honestly say that this is the worst mortgage experience I've ever had. You owe it to yourself to work with another Bank that is more professional and more respectful of customers. If I could, I'd rate this Bank lower than one star | 2016-05-20 |
| 56 | 1 | Eagle National Bank | 33 | It all started when Bob G ran a credit check without my knowledge or consent. When I agreed to use NASB, Bob told me that they could close in less than 4 weeks...it took 9. The day before closing they were still asking for paperwork. The day of closing (while my household goods were being unpacked) I was told a Power of Attorney could not be used. I had to fly to ID (where my wife was) take the docs to a notary and Fedex them back. I also had to get a bank check to send with the docs because they wouldn't accept a personal check. Then five days later (while driving from ID to NC) I had to coordinate having closing docs (which I already sent to them) from the sale of my other home sent to me so I could send to them. Of the four houses I purchased in the past 9 years this was the most stressful Read Less | 2016-01-15 |
| 57 | 1 | Eagle National Bank | 23 | What a horrible experience. We have excellent credit, plenty of income, etc. NASB rep made tons of promises to get us to sign up, but then just a few weeks before the closing, she just disappeared, and failed to give us a lock or firm closing date! Thankfully, we sensed the problems and immediately contacted a local lender that got us the loan on better terms with low... | 2016-05-12 |
| 58 | 5 | Eagle National Mortgage | 22 | None | 2018-09-03 |
| 59 | 5 | Eagle National Mortgage | 11 | None | 2013-12-05 |
| 60 | 5 | Eagle National Bank | 8 | None | 2017-09-04 |
| 61 | 5 | Eagle National Bank | 56 | None | 2017-07-07 |
| 62 | 5 | Eagle National Mortgage | 32 | None | 2017-10-12 |
| 63 | 5 | Eagle National Mortgage | 38 | Chaz was fantastic throughout the entire lending processs. I had my share of challenges with the original underwriter through no fault of Chase yet he stepped in quickly to rectify any issues I had. He was the glue that kept this deal together. I did have some challenges with my first property falling through and the last minute yet Chaz kept my spirits up and assisted through quickly transitioning to the new and much better property in the end. Again, cannot say enough positive things about Chaz. Consummate professional and very responsive. I would highly recommend doing business with him and plan on staying in touch for future opportunities | 2016-06-11 |
| 64 | 1 | Eagle National Mortgage | 65 | A good rate but a very frustrating process, constant delays, decisions made then changed, overwhelmed underwriting team with 3 week back log, rookie mistake related to Texas law that caused an additional 2 week wait. Closing happened almost 6 weeks after it should have. Courteous and professional, but not very knowledgeable and no sense of urgency. Would not recommend | 2016-03-14 |
| 65 | 1 | Eagle National Mortgage | 66 | They were not upfront. Learn from my mistake... I trusted the loan officer that my zero point rate is an option before closing the loan because he convinced me to initially sign the Good Faith Estimate with higher rate plus lender's credit. After running my numbers, the lower interest is favorable for me and asking for it now, I'm being charge points. It looks like they are only good in their words at the beginning so please be careful dealing with this lender | 2017-08-13 |
| 66 | 1 | Eagle National Mortgage | 67 | Initially, the Mortgage Broker was very friendly and assertive. Once the paper work was filled out and closing on the loan was eminent, it became increasingly difficult to reach the broker. I had to initiate all phone calls. It seemed as if I had to call to make the process move forward. It took four weeks to get a copy of my closing documents and the payoff for my credit card | 2016-06-26 |
| 67 | 5 | Eagle National Bank | 48 | Expert loan officer, well versed in VA and the financial impacts of loan component changes. The best I have worked with across 7 home buying/selling deals. Now advocated for by the #1 real estate broker in the state due to his ability to close complicated and high pressure deals. She places him at the top of the list after 32 years in the business! Professionally and patiently answers detailed questions and can rally the expanded NASB team (also stellar!) to support your needs. He handled my complicated VA loan that seemed to change every week while we tried to buy an Antebellum home (tough comps) during my retirement from the military (tough income verification) with five families all swapping homes (tons of contingencies). Everything along the way mattered and Aaron and the NASB team got it done (even on weekends) and closed on time with the best interest rate in the market and no added origination fees. Look, do NOT pass up an opportunity to work with him. | 2016-10-14 |
| 68 | 5 | Eagle National Bank | 63 | Comments: To begin my wife and I were at the point of signing completion with the leader of online home mortgage service. We were not satisfied with the origination cost so we applied to lending tree for competitive bids. Several lender matched or slightly beat NASB but none were convincing at closing on time. We chose NASB because of Dallas Goodlet believability on the closing. The sales, loan service and application process was competitive, assuring, professional, timely, supportive, and truthful. Dallas Goodlet/ Brent Custer and the whole NASB team delivered the mortgage on time and at the price promised. We are completely satisfied and appreciative of the staff, product and service of your company. Kudos to all | 2017-12-09 |
| 69 | 5 | Eagle Capital | 1 | \nTeddy Ferrell and Binh Lai were excellent team members. Teddy explained everything from beginning to end and was very honest and up front with all that was required for my transactions to take place. He answered all of my calls and emails in a very timely manner. Very professional with excellent communication\n | 2016-05-05 |
| 70 | 5 | Eagle Capital | 50 | \nKelly & Rasool were extremely helpful! It was a stressful time for me and my family and they made us feel taken care of and really cared about helping us! Thank you Again! I will be referring them to family and friends in the future!\n | 2017-10-04 |
| 71 | 5 | Eagle Capital | 50 | \nFrom the very first conversation that I had with Steve, I knew that he understood our situation perfectly and he was able to help us achieve our dream of home ownership. We were given very realistic expectations from the beginning and Steve kept in touch with us throughout the process. It was a relief to work with someone who gave us accurate information and didn't string us along.... Read More\n | 2017-09-05 |
| 72 | 5 | Eagle Capital | 77 | \nThe staff was very friendly and great to work with. They kept me well informed throughout the process\n | 2016-01-30 |
| 73 | 5 | Eagle Capital | 8 | None | 2016-05-05 |
| 74 | 5 | Eagle Capital | 37 | None | 2017-08-13 |
| 75 | 5 | Eagle Capital | 71 | None | 2017-12-24 |
| 76 | 5 | Eagle Capital | 40 | None | 2019-08-05 |
| 77 | 5 | Eagle Capital | 12 | None | 2016-08-08 |
| 78 | 5 | Eagle Capital | 34 | None | 2013-04-04 |
| 79 | 5 | Eagle Capital | 62 | None | 2013-02-04 |
| 80 | 1 | Eagle Capital | 21 | None | 2013-04-04 |
| 81 | 1 | Eagle Capital | 26 | None | 2013-02-04 |
| 82 | 1 | Eagle Capital | 70 | None | 2019-08-05 |
| 83 | 1 | Eagle Capital | 60 | None | 2016-05-05 |
| 84 | 1 | Eagle Capital | 67 | None | 2016-05-05 |
| 85 | 1 | Eagle Capital | 57 | None | 2017-08-13 |
| 86 | 5 | Eagle National Mortgage | 11 | None | 2017-10-02 |
| 87 | 5 | Eagle National Mortgage | 42 | None | 2013-02-04 |
| 88 | 5 | Eagle National Mortgage | 76 | None | 2013-12-07 |
| 89 | 5 | Eagle National Mortgage | 73 | None | 2014-04-18 |
| 90 | 5 | Eagle National Mortgage | 32 | None | 2014-06-17 |
| 91 | 5 | Eagle National Bank | 65 | We received offers from multiple banks after our lending tree request for a mortgage. Alex Madewell from NASB was by far the best offer. He made the entire process easy and was very knowledgeable. The closing on this home was seamless, no surprises. I would definitely recommend Alex Madewell and NASB to anyone looking for a mortgage. | 2017-09-05 |
| 92 | 5 | Eagle National Bank | 5 | Rob was very helpful in getting this loan closed. Few issues on our end we didn't know about but he was still able to get it done on time. | 2016-01-30 |
| 93 | 1 | Eagle National Bank | 71 | Miserable experience. They screwed up everything imaginable and never accepted responsibility for any of their errors. I wouldnt recommend them for the purchase of a doghouse much less purchasing a new home. | 2017-08-13 |
| 94 | 1 | Eagle National Bank | 73 | I never write reviews but had to this time to prevent anyone from making the same mistake as I. That mistake was using Eagle National Bank over other lenders. I started my refinance with this company with the assurance that it would be a standard refinance without any problems and would be completed in a minimal amount of time. Communication with the company w... | 2016-11-13 |
| 95 | 1 | Eagle National Bank | 35 | Rep was extremely professional, friendly, and helpful when we first spoke. In fact, from my initial round of calls, I thought I was going to select him out of the five Lending Tree lenders (plus two banks I talked to directly). But then when I sent an email to all the lenders saying "OK, the contract is signed. I want to select a lender and lock my rate TOMORROW, so please send me your best current rate and fees etc. with these EXACT loan parameters. It took the rep from NASB over a week to respond. So I replied to him "thanks but you are too late, I have selected someone else and already locked my rate." Over the following few weeks I continued to receive emails from him saying "when you are ready to proceed with your loan, let me know". We CLOSED on January 8th, and on February 5th I got another such email. I guess he didn't really ever read my emails. I also told him on the phone that he had missed the boat, but that seemed to fall on deaf ears too. At the end of round one, his rates and fees were VERY competitive though - pretty near the best of the bunch | 2017-12-09 |
| 96 | 1 | Eagle National Bank | 45 | I was working with a loan consultant from NASB and she told me that she would give me a rate of 4.875% for a 30 year fixed loan with a total closing cost of $2300. I asked her to send me the good faith estimate. The good faith estimate came with a total closing cost of $2929 which is about $600 more than she mentioned during our conversation. When I called her for exp... | 2017-02-11 |
| 97 | 5 | Eagle Capital | 5 | \nShe, in every way, is a wonderful person, business woman and 100% considerate of your goals and helping you achieve them. She went about and beyond in helping me make good decisions as well as educate me on options. I could not have been more happy to connect with her during this process and will definitely use her again in the future if needed. \n | 2017-10-26 |
| 98 | 5 | Eagle Capital | 11 | \nThanks to Reliance Capital for helping us get through what we thought would be a difficult if not impossible refinance. We've had some credit issues in the past but lately we've been working hard on improving our scores. We are happy that Reliance Capital was able to work with us and help guide us throughout the process despite our less than stellar financial situation. Thanks especially to Patrick G for his excellent customer service and reassurance each step of the way... Read More\n | 2016-12-20 |
| 99 | 5 | Eagle Capital | 49 | \nGenna Englert provided excellent service. The process was very smooth and fast! My husband and I would recommend Eagle Capital to everyone!\n | 2017-02-11 |
stg_CRM_Reviews.sql (clean the table)
-- COCOON BLOCK START: PLEASE DO NOT MODIFY THIS BLOCK FOR SELF-MAINTENANCE
WITH
"CRM_Reviews_renamed" AS (
-- Rename: Renaming columns
-- date_ -> review_date
-- stars -> star_rating
-- reviews -> review_text
-- product -> product_name
SELECT
"date_" AS "review_date",
"stars" AS "star_rating",
"reviews" AS "review_text",
"product" AS "product_name",
"district_id"
FROM "CRM_Reviews"
),
"CRM_Reviews_renamed_dedup" AS (
-- Deduplication: Removed 1 duplicated rows
SELECT DISTINCT * FROM "CRM_Reviews_renamed"
),
"CRM_Reviews_renamed_dedup_trimmed" AS (
-- Trim Leading and Trailing Spaces
SELECT
"review_date",
"star_rating",
"product_name",
"district_id",
TRIM("review_text") AS "review_text"
FROM "CRM_Reviews_renamed_dedup"
),
"CRM_Reviews_renamed_dedup_trimmed_casted" AS (
-- Column Type Casting:
-- review_date: from VARCHAR to DATE
SELECT
"star_rating",
"product_name",
"district_id",
"review_text",
CAST("review_date" AS DATE) AS "review_date"
FROM "CRM_Reviews_renamed_dedup_trimmed"
)
-- COCOON BLOCK END
SELECT * FROM "CRM_Reviews_renamed_dedup_trimmed_casted"stg_CRM_Reviews.yml (Document the table)
version: 2
models:
- name: stg_CRM_Reviews
description: The table is about customer reviews for Eagle National Mortgage. It
contains details like review date, star rating, review text, product name, and
district ID. Reviews are mostly positive, praising the company's service and staff.
Customers mention specific employees and highlight the company's professionalism
and helpfulness in mortgage processes.
columns:
- name: star_rating
description: Rating given by the customer (out of 5)
tests:
- not_null
- name: product_name
description: Name of the product or service reviewed
tests:
- not_null
- name: district_id
description: Identifier for the district
tests:
- not_null
- name: review_text
description: Full text of the customer review
tests:
- not_null
- unique
cocoon_meta:
uniqueness: This column contains the full text of the customer review. For this
table, each row represents a unique customer review. The review_text is likely
to be unique across rows as customers typically write personalized reviews
in their own words.
- name: review_date
description: Date of the review
tests:
- not_null
Some tables log change events, which may be redundant to
query. Instead, we take a snapshot of the latest.
We identify the primary key (PK) and foreign key (FK) from
tables. We build a join graph that connects FK to PK.
Join Graph (FK to PK)
cocoon_join.yml (Document the joins)
join_graph:
- table_name: stg_CRM_Events
primary_key: complaint_id
foreign_keys:
- column: client_id
reference:
table_name: stg_completedclient
column: client_id
- table_name: stg_CRM_Call_Center_Logs
foreign_keys:
- column: complaint_id
reference:
table_name: stg_CRM_Events
column: complaint_id
- column: client_id
reference:
table_name: stg_completedclient
column: client_id
- table_name: stg_LuxuryLoanPortfolio
primary_key: loan_id
foreign_keys: []
- table_name: stg_completedloan
foreign_keys:
- column: loan_id
reference:
table_name: stg_LuxuryLoanPortfolio
column: loan_id
- column: account_id
reference:
table_name: stg_completedacct
column: account_id
- table_name: stg_completedacct
primary_key: account_id
foreign_keys:
- column: district_id
reference:
table_name: stg_completeddistrict
column: district_id
- table_name: stg_completeddisposition
foreign_keys:
- column: account_id
reference:
table_name: stg_completedacct
column: account_id
- column: client_id
reference:
table_name: stg_completedclient
column: client_id
- table_name: stg_completedorder
foreign_keys:
- column: customer_account_id
reference:
table_name: stg_completedacct
column: account_id
- column: transaction_id
reference:
table_name: stg_completedtrans
column: transaction_id
- table_name: stg_completedtrans
foreign_keys:
- column: account_id
reference:
table_name: stg_completedacct
column: account_id
primary_key: transaction_id
- table_name: stg_completedclient
primary_key: client_id
foreign_keys:
- column: district_id
reference:
table_name: stg_completeddistrict
column: district_id
- table_name: stg_completeddistrict
primary_key: district_id
foreign_keys: []
- table_name: stg_CRM_Reviews
foreign_keys:
- column: district_id
reference:
table_name: stg_completeddistrict
column: district_id
We identify the entities and relationships behind the
tables, and tell the story among these relationships.
cocoon_er.yml (Document the ER model)
entities:
- entity_name: Complaints
entity_description: Represents customer complaints to financial institutions, including
details about the complaint, its resolution, and timeline.
table_name: stg_CRM_Events
primary_key: complaint_id
- entity_name: LuxuryLoans
entity_description: Represents luxury loans, including loan details, borrower information,
and property specifics for high-value items like boats.
table_name: stg_LuxuryLoanPortfolio
primary_key: loan_id
- entity_name: BankAccounts
entity_description: Represents bank accounts with transaction frequency and date
information, focusing on recurring transactions or statements.
table_name: stg_completedacct
primary_key: account_id
- entity_name: Clients
entity_description: Represents client information, including personal details, contact
information, and associated district data for customer management.
table_name: stg_completedclient
primary_key: client_id
- entity_name: Districts
entity_description: Represents geographical and administrative information about
districts in the United States, including city, state, region, and division details.
table_name: stg_completeddistrict
primary_key: district_id
- entity_name: Transactions
entity_description: Represents completed financial transactions, specifically credit
transactions like cash deposits, with detailed information about each transaction.
table_name: stg_completedtrans
primary_key: transaction_id
relations:
- relation_name: ClientComplaintRecords
relation_description: This tracks Complaints submitted by Clients to financial institutions,
detailing the issues and their resolutions.
table_name: stg_CRM_Events
entities:
- Complaints
- Clients
- relation_name: AccountDistrictTransactions
relation_description: BankAccounts are associated with specific Districts and have
monthly transaction records tracked over time.
table_name: stg_completedacct
entities:
- BankAccounts
- Districts
- relation_name: ClientDistrictAssignment
relation_description: Clients belong to specific Districts, with each client assigned
a district_id that corresponds to their geographical location.
table_name: stg_completedclient
entities:
- Clients
- Districts
- relation_name: AccountTransactions
relation_description: Transactions are financial operations performed on BankAccounts,
recording details such as amount, type, and timestamp for each account.
table_name: stg_completedtrans
entities:
- Transactions
- BankAccounts
- relation_name: ClientComplaintLogs
relation_description: This tracks Complaints lodged by Clients during call center
interactions, capturing details of each customer service call.
table_name: stg_CRM_Call_Center_Logs
entities:
- Complaints
- Clients
- relation_name: AccountHolderCarLoan
relation_description: LuxuryLoans provides car loans to customers who hold BankAccounts,
tracking loan details and repayment status.
table_name: stg_completedloan
entities:
- LuxuryLoans
- BankAccounts
- relation_name: ClientAccountDispositions
relation_description: This tracks the ownership and usage rights of BankAccounts
by Clients through completed dispositions.
table_name: stg_completeddisposition
entities:
- BankAccounts
- Clients
- relation_name: AccountTransactionDetails
relation_description: BankAccounts initiate Transactions, which record financial
transfers between customer accounts and recipient accounts.
table_name: stg_completedorder
entities:
- BankAccounts
- Transactions
- relation_description: This table contains customer reviews for Eagle National Mortgage,
associated with different districts where the company operates.
table_name: stg_CRM_Reviews
entities:
- Districts
story:
- relation_name: ClientDistrictAssignment
story_line: Clients register with banks in their geographical districts.
- relation_name: ClientAccountDispositions
story_line: Clients open bank accounts and receive ownership rights.
- relation_name: AccountDistrictTransactions
story_line: Bank accounts record monthly transactions within specific districts.
- relation_name: AccountTransactions
story_line: Clients perform various financial operations on their accounts.
- relation_name: AccountTransactionDetails
story_line: Transactions transfer money between customer and recipient accounts.
- relation_name: AccountHolderCarLoan
story_line: Eligible account holders apply for luxury car loans.
- relation_name: ClientComplaintLogs
story_line: Clients lodge complaints during call center interactions.
- relation_name: ClientComplaintRecords
story_line: Banks track and resolve client complaints systematically.