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USERS PEDESTRIANS CARS IN_BANK DF_BANK DF_SAME_ATM DF_DIFF_ATM POP AVG_INC VIOLENT LOCATION 3038 461 3124 1 0 4.4 4.8 4000 54000 2 RESIDENTIAL 1531 1123 5186
USERS | PEDESTRIANS | CARS | IN_BANK | DF_BANK | DF_SAME_ATM | DF_DIFF_ATM | POP | AVG_INC | VIOLENT | LOCATION |
3038 | 461 | 3124 | 1 | 0 | 4.4 | 4.8 | 4000 | 54000 | 2 | RESIDENTIAL |
1531 | 1123 | 5186 | 0 | 0.7 | 0.4 | 0 | 13000 | 58000 | 19 | MALL |
4500 | 2751 | 14392 | 0 | 1 | 1 | 1.7 | 14000 | 82000 | 6 | CAMPUS |
3296 | 1206 | 5730 | 0 | 6.5 | 3.7 | 0.4 | 10000 | 68000 | 19 | BUSINESS |
4759 | 2442 | 13473 | 0 | 4.7 | 2.9 | 0 | 13000 | 86000 | 7 | MALL |
387 | 104 | 722 | 0 | 2.3 | 2.3 | 0 | 4000 | 43000 | 29 | MALL |
2418 | 1701 | 11095 | 0 | 6.7 | 2.1 | 0.1 | 15000 | 65000 | 26 | RESIDENTIAL |
2677 | 438 | 2430 | 0 | 6 | 4.6 | 0 | 5000 | 62000 | 24 | MALL |
258 | 239 | 1878 | 0 | 0.8 | 0.8 | 0.7 | 5000 | 44000 | 22 | CAMPUS |
2857 | 1395 | 7088 | 1 | 0 | 3.2 | 3.5 | 6000 | 67000 | 12 | RESIDENTIAL |
1688 | 731 | 6245 | 0 | 4.2 | 3.5 | 0.6 | 6000 | 61000 | 33 | CAMPUS |
600 | 453 | 2686 | 0 | 5.3 | 2.2 | 1.9 | 5000 | 78000 | 24 | CAMPUS |
2516 | 502 | 4223 | 0 | 5.7 | 3.8 | 0 | 10000 | 37000 | 16 | MALL |
4919 | 2185 | 10623 | 0 | 5.3 | 3.9 | 1.3 | 18000 | 75000 | 3 | CAMPUS |
2402 | 1712 | 8104 | 0 | 1.4 | 1.4 | 0 | 10000 | 62000 | 20 | MALL |
869 | 805 | 4372 | 0 | 6.2 | 0.9 | 0 | 16000 | 74000 | 21 | MALL |
1196 | 657 | 4241 | 0 | 4.1 | 0.4 | 1.3 | 7000 | 60000 | 18 | BUSINESS |
2699 | 899 | 5801 | 1 | 0 | 3.2 | 4.6 | 13000 | 70000 | 14 | CAMPUS |
724 | 203 | 2238 | 0 | 3.5 | 3.5 | 0 | 3000 | 64000 | 36 | MALL |
1118 | 224 | 1604 | 0 | 2.4 | 2.4 | 1.2 | 11000 | 65000 | 16 | BUSINESS |
1393 | 609 | 3677 | 0 | 2.6 | 2.3 | 0.1 | 12000 | 47000 | 24 | BUSINESS |
3609 | 819 | 5696 | 0 | 6.9 | 5 | 0.5 | 20000 | 64000 | 13 | CAMPUS |
497 | 484 | 4775 | 0 | 4.1 | 1.3 | 2.2 | 18000 | 73000 | 13 | RESIDENTIAL |
3695 | 1440 | 7501 | 0 | 6.9 | 4.2 | 1.4 | 10000 | 71000 | 6 | RESIDENTIAL |
718 | 578 | 5664 | 0 | 6.9 | 0.8 | 0 | 14000 | 33000 | 37 | MALL |
3532 | 2573 | 10718 | 0 | 0.4 | 0.4 | 1.5 | 11000 | 77000 | 7 | RESIDENTIAL |
98 | 551 | 4095 | 0 | 2.6 | 0.5 | 0.4 | 11000 | 71000 | 34 | BUSINESS |
3059 | 1099 | 5685 | 0 | 3.3 | 3.3 | 2.1 | 7000 | 63000 | 8 | CAMPUS |
4351 | 2245 | 10071 | 0 | 3.2 | 3.2 | 0 | 15000 | 71000 | 14 | MALL |
1909 | 693 | 6412 | 1 | 0 | 0.4 | 1.5 | 18000 | 58000 | 7 | BUSINESS |
3925 | 2436 | 10656 | 1 | 0 | 1.3 | 2.9 | 16000 | 72000 | 15 | CAMPUS |
951 | 745 | 5704 | 1 | 0 | 1.5 | 1.2 | 3000 | 63000 | 13 | RESIDENTIAL |
2367 | 1341 | 8017 | 0 | 6.2 | 1.6 | 0 | 16000 | 66000 | 9 | MALL |
870 | 781 | 4769 | 1 | 0 | 1.9 | 0 | 12000 | 55000 | 25 | MALL |
225 | 259 | 2985 | 0 | 1.9 | 0.9 | 2.6 | 11000 | 84000 | 9 | RESIDENTIAL |
772 | 670 | 3904 | 0 | 0.9 | 0.9 | 2.5 | 9000 | 51000 | 31 | CAMPUS |
1263 | 737 | 3783 | 0 | 1.3 | 1.3 | 1.6 | 8000 | 77000 | 12 | CAMPUS |
2105 | 626 | 3832 | 0 | 3.3 | 3.3 | 1.5 | 10000 | 49000 | 26 | BUSINESS |
678 | 327 | 4360 | 1 | 0 | 1.7 | 1.3 | 4000 | 73000 | 7 | RESIDENTIAL |
1067 | 594 | 6350 | 0 | 5.4 | 2.5 | 0.5 | 6000 | 59000 | 18 | RESIDENTIAL |
2242 | 642 | 6107 | 0 | 5.4 | 4.4 | 2 | 19000 | 61000 | 51 | BUSINESS |
2663 | 1819 | 8277 | 1 | 0 | 1.5 | 1.7 | 17000 | 68000 | 23 | BUSINESS |
956 | 435 | 4186 | 0 | 6.5 | 2.5 | 0.8 | 4000 | 65000 | 28 | BUSINESS |
4304 | 2158 | 9589 | 1 | 0 | 3.3 | 1.2 | 13000 | 51000 | 6 | CAMPUS |
1200 | 1242 | 5562 | 0 | 0.3 | 0.3 | 2 | 10000 | 64000 | 26 | CAMPUS |
2571 | 1052 | 6063 | 0 | 4.9 | 2.7 | 0.5 | 20000 | 84000 | 2 | BUSINESS |
2310 | 1569 | 7198 | 0 | 4.9 | 1.2 | 0 | 13000 | 59000 | 11 | MALL |
172 | 138 | 1075 | 0 | 0.5 | 0.5 | 0 | 4000 | 60000 | 12 | MALL |
2232 | 1054 | 6707 | 0 | 1.1 | 1.1 | 2.3 | 17000 | 66000 | 5 | BUSINESS |
3462 | 746 | 7441 | 1 | 0 | 3.9 | 0.1 | 3000 | 68000 | 6 | BUSINESS |
1703 | 257 | 4224 | 1 | 0 | 3 | 4.9 | 15000 | 68000 | 14 | CAMPUS |
2143 | 1186 | 5287 | 0 | 5.9 | 2.1 | 0 | 9000 | 79000 | 15 | MALL |
1178 | 1061 | 5793 | 1 | 0 | 0.5 | 2.7 | 18000 | 58000 | 20 | RESIDENTIAL |
2426 | 803 | 4886 | 0 | 3.3 | 3.2 | 1 | 10000 | 44000 | 12 | CAMPUS |
1643 | 891 | 7584 | 0 | 1.7 | 1.7 | 3.2 | 12000 | 58000 | 9 | RESIDENTIAL |
494 | 793 | 5968 | 0 | 0.1 | 0.1 | 1.5 | 10000 | 60000 | 33 | CAMPUS |
3024 | 1577 | 7855 | 0 | 2.3 | 0.5 | 0.5 | 20000 | 50000 | 16 | BUSINESS |
2123 | 716 | 5455 | 1 | 0 | 2.1 | 1.5 | 12000 | 54000 | 7 | BUSINESS |
2437 | 1008 | 4672 | 1 | 0 | 4.1 | 1.7 | 12000 | 57000 | 25 | RESIDENTIAL |
1497 | 600 | 3311 | 1 | 0 | 4 | 4.5 | 13000 | 60000 | 35 | RESIDENTIAL |
5395 | 2773 | 15424 | 0 | 4.8 | 3.3 | 0 | 20000 | 55000 | 10 | MALL |
3800 | 434 | 2407 | 0 | 6.7 | 5 | 1.4 | 3000 | 76000 | 4 | CAMPUS |
4070 | 1636 | 9700 | 0 | 5.7 | 4.2 | 1.1 | 16000 | 67000 | 20 | BUSINESS |
1390 | 928 | 5100 | 0 | 1 | 1 | 0.9 | 7000 | 55000 | 29 | BUSINESS |
891 | 378 | 2106 | 0 | 5 | 1.2 | 1.4 | 3000 | 82000 | 12 | BUSINESS |
418 | 377 | 4736 | 1 | 0 | 0.3 | 0 | 5000 | 66000 | 17 | MALL |
2166 | 1554 | 6613 | 0 | 1.2 | 1.2 | 1.7 | 17000 | 50000 | 17 | CAMPUS |
2644 | 1462 | 7002 | 0 | 6.5 | 2.8 | 0 | 13000 | 66000 | 15 | MALL |
3315 | 2017 | 9322 | 0 | 5.6 | 2.5 | 4.2 | 13000 | 64000 | 22 | CAMPUS |
4051 | 1507 | 7042 | 0 | 4.7 | 3.7 | 3.9 | 15000 | 62000 | 6 | CAMPUS |
1101 | 315 | 2052 | 0 | 3.6 | 1.4 | 3.6 | 3000 | 60000 | 8 | CAMPUS |
2280 | 1429 | 7907 | 0 | 2.7 | 0.1 | 2.2 | 8000 | 64000 | 16 | CAMPUS |
3218 | 1436 | 9274 | 1 | 0 | 2.6 | 3.8 | 14000 | 80000 | 5 | CAMPUS |
2617 | 214 | 2167 | 0 | 6.6 | 4.6 | 0 | 4000 | 64000 | 9 | MALL |
2766 | 1055 | 6892 | 0 | 4.2 | 1.6 | 1.6 | 7000 | 74000 | 3 | BUSINESS |
5488 | 2243 | 10437 | 0 | 5.6 | 4.6 | 3.2 | 16000 | 46000 | 16 | RESIDENTIAL |
3863 | 1249 | 6794 | 1 | 0 | 4.5 | 3.9 | 14000 | 65000 | 11 | CAMPUS |
4070 | 1636 | 9700 | 0 | 5.7 | 4.2 | 1.1 | 16000 | 67000 | 20 | BUSINESS |
1390 | 928 | 5100 | 0 | 1 | 1 | 0.9 | 7000 | 55000 | 29 | BUSINESS |
891 | 378 | 2106 | 0 | 5 | 1.2 | 1.4 | 3000 | 82000 | 12 | BUSINESS |
1101 | 315 | 2052 | 0 | 3.6 | 1.4 | 3.6 | 3000 | 60000 | 8 | CAMPUS |
3218 | 1436 | 9274 | 1 | 0 | 2.6 | 3.8 | 14000 | 80000 | 5 | CAMPUS |
3024 | 1577 | 7855 | 0 | 2.3 | 0.5 | 0.5 | 20000 | 50000 | 16 | BUSINESS |
2123 | 716 | 5455 | 1 | 0 | 2.1 | 1.5 | 12000 | 54000 | 7 | BUSINESS |
2437 | 1008 | 4672 | 1 | 0 | 4.1 | 1.7 | 12000 | 57000 | 25 | RESIDENTIAL |
4500 | 2751 | 14392 | 0 | 1 | 1 | 1.7 | 14000 | 82000 | 6 | CAMPUS |
3296 | 1206 | 5730 | 0 | 6.5 | 3.7 | 0.4 | 10000 | 68000 | 19 | BUSINESS |
4759 | 2442 | 13473 | 0 | 4.7 | 2.9 | 0 | 13000 | 86000 | 7 | MALL |
387 | 104 | 722 | 0 | 2.3 | 2.3 | 0 | 4000 | 43000 | 29 | MALL |
2418 | 1701 | 11095 | 0 | 6.7 | 2.1 | 0.1 | 15000 | 65000 | 26 | RESIDENTIAL |
2677 | 438 | 2430 | 0 | 6 | 4.6 | 0 | 5000 | 62000 | 24 | MALL |
258 | 239 | 1878 | 0 | 0.8 | 0.8 | 0.7 | 5000 | 44000 | 22 | CAMPUS |
3038 | 461 | 3124 | 1 | 0 | 4.4 | 4.8 | 4000 | 54000 | 2 | RESIDENTIAL |
1531 | 1123 | 5186 | 0 | 0.7 | 0.4 | 0 | 13000 | 58000 | 19 | MALL |
4500 | 2751 | 14392 | 0 | 1 | 1 | 1.7 | 14000 | 82000 | 6 | CAMPUS |
2123 | 716 | 5455 | 1 | 0 | 2.1 | 1.5 | 12000 | 54000 | 7 | BUSINESS |
2437 | 1008 | 4672 | 1 | 0 | 4.1 | 1.7 | 12000 | 57000 | 25 | RESIDENTIAL |
4500 | 2751 | 14392 | 0 | 1 | 1 | 1.7 | 14000 | 82000 | 6 | CAMPUS |
3296 | 1206 | 5730 | 0 | 6.5 | 3.7 | 0.4 | 10000 | 68000 | 19 | BUSINESS |
4500 | 2751 | 14392 | 0 | 1 | 1 | 1.7 | 14000 | 82000 | 6 | CAMPUS |
- Make a prediction for the number of users when there are 2000 pedestrians, 8500 cars, the branch is not in the bank, 4 km from the bank, 4 km from the nearest same-bank ATM, 0.5 km from the nearest different-bank ATM, population in the neighborhood (which is 'residential') is 15000, with an average income of 95000 and 20 violent crimes. Your prediction should include a point estimate, confidence interval (and explanation of what it means), and prediction interval (and explanation of what it means)
Users is the dependent variable.
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