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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
  1. 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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