Question

1 Approved Answer

Posted on Jul 13, 2024

1. As the Manager of Customer service at a Bank, you were assigned the job of revamping the Customer Service function at the branches. To

1. As the Manager of Customer service at a Bank, you were assigned the job of revamping the Customer Service function at the branches. To get the project started, a research study at four branches was conducted to assess the effectiveness of a recent change in the customer account management process. Details of the study are as follows: A group of customers from each of the four branches were selected randomly and invited to participate in the study. Personal deposit and loan balances from these customers were extracted from the Bank's databases before the change took place. Personal deposit and loan balances from these customers were also extracted from the Bank's two months after the change A simple survey was conducted to ask the customers involved about their experiences with the change. A few variables from the survey were recorded and appended to the extracted deposit and loan file. The attached Excel Workbook, BUSI1013 Bank Dataset.xlsx, contains the data collected from research study. Answer the following questions using this data set. P What would the population of interest be for this study? b. Which method of sampling was used in this study? C. How big is the sample size? How many variables are in the data set? d. Which of the variables are categorical? 0. f. Which of the variables are numerical? Customer 120 2 3 4 Gender M M F M M Income 72.0 49.5 78.8 602 43.9 02.5 Rating 10 B a 10 9 392 D lag 65 43 45 64 37 43 47 56 59 29 51 50 47 43 44 57 02 10 -10 10 1090777| M 132 10 11 12 13 14 15 16 17 18 10 20 21 F M M M F M F 7 10 7 10 10 39.8 68.5 629 51.8 350 43.5 70.8 745 526 45.1 07.7 48.3 70.2 626 513 51.3 51.3 51.3 51.3 51.3 51.3 51.3 51.3 51.3 M 10 7 10 7 7 5 0 24 25 20 27 Uranch Allandale Allandale Allandale Allandale Allandale Allandale Allandale Allandale Aandale Allandale Allandale Allandale Allandale Allandale Allandale Allandale Allandale Allandale Allandale Allandale Allandale Allandale Allandale Allandale Allandale Allandale Allandale Allandale Allandale Allandale Allandale Allandale Allandale Allandale Allandale Allandale Allandale Allandale Allandale Allandale Anandale Allandale Allandale Allandale Allandale Allandale Allandale Allandale Allandale Allandale Allandale Allandale Allandale Allandale Allandale Allandale Allandale Allandale M M F F M M 7 9 18 9 30 31 Deposit before Deposit After increase in DOROSI Loan Defoe Loans AfterIncrease in Loans 26.3 30.5 4.3 24.4 18.1 -0.3 54.3 8.1 174 19.3 1.9 38.5 51.1 12.6 23.3 31.0 7.7 50.6 63.3 12.7 17,5 219 45.5 15.6 21.3 43.5 606 17.1 243 24.1 50.7 65.1 4.4 200 18.4 50.3 40.8 1.5 210 19.6 42.5 13.4 14.3 18.9 46 502 50.7 0.5 15.1 30.6 15.5 180 530 2.0 24.8 19.3 40.7 29.0 3.4 488 02.0 21.6 21.7 0.1 40.8 50.1 0.3 227 186 -4.1 546 51.3 -3.3 19.1 20.4 1.3 41.9 48,7 OB 24.9 27.8 2.7 39.9 432 3.3 15.6 26.7 11.1 470 2. 277 48 50 2 61.4 112 23.1 198 33 49.1 50.1 1.0 19.2 10.3 0.1 48.6 01.8 15.0 14.8 20.1 5.3 51.5 50.1 10.6 182 - 1.4 47.5 55.7 144 10.5 4.1 49.4 500 06 253 -1.0 38.0 02.3 24.3 23.2 306 7.6 40.7 243 30.1 49.0 3.2 431 535 20.7 10.4 23.6 2.9 45.6 23.4 30.1 61.4 15.8 6.7 40.1 55.7 25.4 23.8 40.3 25.3 49.5 32 5.6 35.8 47.1 22.1 20.0 11.3 3.9 40.5 40.6 25.4 0.1 2.5 485 54.7 19.4 31.0 12.5 62 53.2 00.5 165 20.2 9.7 46.2 7.3 20.1 20.6 9.5 492 3.0 571 153 19.1 3.8 12.6 30.1 25.6 507 0.1 50.1 120 56.0 23.0 23.0 0.0 46.8 0.9 50.2 21.0 10.9 -2.7 3.4 460 19.1 21.9 46.2 28 -0.6 466 20.3 25.3 02.7 10.1 475 24.8 25,9 013 1.3 395 566 13.8 14.3 30.0 16.7 35.6 17.1 45.1 24.4 20.7 -3.7 49.7 550 24.0 30.4 6.8 44.0 0.2 43.4 182 31.8 3.4 0.0 40.3 28.5 57.0 20.2 2.3 37.7 19.0 20.5 47.6 530 0.0 20.8 20.6 034 80 10.4 513 276 56.7 200 45.2 5.4 19.0 10.0 11.0 2.3 60.5 19.7 30.8 27.8 13.7 81 16.2 35.4 -0.1 0.0 40.7 20.7 222 204 57 8 -1.8 11.1 265 501 19.2 -7.4 40.1 11.1 58.7 212 4,7 18.6 170 240 402 70 -2.9 2.0 29 30 31 32 33 34 F r M 33 34 513 513 513 513 51.3 10 7 8 10 9 10 10 F F M M 53 55 80 56 39 31 41 35 30 31 49 03 43 68 47 57 32 81 39 50 42 36 34 59 42 35 50 57 28 40 37 02 32 30 05 61 55 39 61 41 go 30 37 30 29 40 41 42 43 44 39 40 10 7 10 42 3 M M 51.3 51.3 51.3 51.3 51.3 51.3 51.3 513 F 45 40 10 40 F 7 51.3 51.3 48 40 50 51 40 50 51 522 M F M 513 513 51.3 51.3 513 51.3 51.3 10 F M 56 60 ST 50 25 M 513 09 2014 16 . Clipboard Font Alignment A123 fs 122 Gender M 1 Customer 59 58 50 69 51 60 02 61 03 62 03 55 04 06 OD 67 66 08 99 67 09 68 70 71 70 71 Branch Allandale Allandale Allandale Allandale Allandale Allandale Allandale Allandale Brock Brock Brock Brock Hrock Brock rock Brock Brock M M M E M M M M Age 60 41 35 57 28 40 37 02 32 30 05 01 55 Income 51.3 51.3 513 51.3 51.3 51.3 513 51.3 51.3 51.3 513 513 51.3 51.3 61.3 51.3 513 51.3 51.3 51.3 513 27 74 20 EL 202 70 60 22.0 289 70 79 80 81 74 75 75 77 78 79 80 81 82 03 513 in 43 58 47 57 513 Brock Orock BEOCK Brock Brock Brock brock Brock Brock Bock Brock Brock 175 B3 BOCK 172 85 80 PA SB 61 39 41 00 51.3 01.3 513 512 51.3 513 51.3 51.3 51.3 Deposit Before DEROSTATter increase in Deposit Loans before Loans. After increase inic 51.5 2.0 17.0 24.0 ZO 23.5 02.9 20.9 -7.9 19.0 39.4 0.7 45.5 46.2 0.1 222 22.3 10.8 50.1 30.3 31.7 16.3 15.4 44.5 2.5 47.0 5.6 21.9 8.4 48.3 14.4 39.9 4.7 19.1 10.1 21.3 14.1 72 44.2 54 3 23.1 20.7 24 39.0 12.2 63.4 51.2 24.7 20.3 17.5 29.8 123 40.1 54.5 20 31.6 11.5 43.4 44.7 1.3 18.5 20.6 0.1 44.1 573 13.2 19.2 258 50 2 5.5 56.7 21.5 30.1 46.5 7.4 14.9 18.5 35.6 49.6 14.0 18.1 27.7 0.6 49.3 44.2 10 5.1 222 4.1 37.4 60.6 23.2 20.1 2011 2.5 49.3 56.5 24.1 4.8 52.9 49.0 -3.9 224 18.4 4.0 50.0 02.8 12.0 17.1 28.9 37.7 11.8 61.4 23.7 21.3 0.5 53.0 50.6 197 225 2.8 313 1.0 31.3 13.8 36.9 44.7 14.1 7.0 8.2 43.4 50.1 0.7 32 41.2 18.3 259 59 2 10.0 7.6 54.9 548 17.5 23.0 -0.1 0.4 55.0 16.7 21.3 65.4 0.4 4.0 36.8 237 8.9 -0.5 17.3 30.6 222 20.5 16.7 10.7 20 37.1 562 18.1 258 19.3 49.9 50.5 -6.5 19.8 0.6 20.5 47.2 45.9 8.7 255 -1.3 226 46.0 472 25.9 -2.0 22.9 10.9 68.4 18.5 21.1 -3.0 20.4 3.9 0.0 20.9 20.4 35,5 63.5 24.4 0.5 28 21.7 54.3 63.0 220 8.7 19.9 -30 61.0 308 . 240 19.5 42.0 47.4 24.2 25.6 27.4 1.3 50.5 444 28 125 50.3 63.7 31.3 13.4 40.7 193 25.3 5,0 37.6 60 17.6 58.0 90 15.3 20.4 16.7 22.9 39.8 6.2 13.5 26.1 20.6 487 972 26.5 3.5 25.8 51.5 03.5 17.3 -0.7 43.6 28.7 50.4 22.0 540 42.9 26.9 162 20.3 122 22.4 23.1 11 57 2 44.7 14.8 0.7 20.5 15.2 5.7 40.6 180 20.3 38.2 28 193 10.6 7.7 40.6 237 59.5 47.0 21.4 0.2 50.3 12.0 4.5 30.5 11.3 BE6 0.1 20.1 TR 86 88 39 232 45.7 BB 89 501 00 DOCK 91 Brock M F M M M M 513 Drook 3 LA 28 6 513 51.3 51.3 51.3 51.3 51.3 51.3 513 513 58.1 F M F F 0 F M 164 -6.1 513 147 30 31 57 32 61 39 57 2 40 37 41 35 30 31 49 63 43 08 47 57 32 01 30 58 42 36 34 98 09 100 101 102 103 104 105 106 10 100 101 1027 103 1041 1051 100 107 100 109 110 1111 Brock Brock Brock Brock Brock Broox Brock Brock Brock Brock brock EROCK Brock Chase Chase Chase Chase Chase chase 160 M F F 27 1 95 51.3 51.3 51.3 513 51.3 IN 17.4 14.8 -7.9 100 M F 500 100 110 111 112 113 114 115 5.0 114" 115 M M M F 613 51.3 51.3 513 51.3 51.3 51.3 52.2 599 10 2 10.0 Chase Chase Legend Haw data 136 56.6 Y Home Excel Search insert Page Layout Formulas Data Review View Help Arial 10 X cut Copy Format Painter -AA -A General BI- Wrap Text Merge & Center $ - % 9 38-48 Conditional Format as Cell Formatting Table Styles Clipboard Font Alignment Number Styles J 122 TID 114 115 116 117 118 119 branch Chase Chase Gender M F M income 51.3 51.3 51,3 51.3 51.3 513 20.1 Age 36 34 30 61 55 39 61 41 00 Raung 8 10 10 B Chase Chase Chase Chase chase 120 121 M 513 486 . 10 10 124 123 125 126 TO M M TO 128 129 130 131 132 Chase Chase Chase Chane Chase Chase Chase Chase 30 31 49 32 01 350 50 42 36 34 30 F F M 16.3 23.5 DER dore Deposit After increase in Deposits Loans before Loans. After Increase in cons 25.9 58.6 5.1 14.3 30.5 56.6 292 14.9 25.0 47.7 14.4 20.6 2.7 58.9 13 1 25.6 228 -28 578 167 13.3 27.7 110 383 25.9 27.0 103 1.1 543 49.2 1720 0.1 524 23.1 241 25.5 2 184 245 25.6 10 180 523 52.6 30.2 10.3 113 50.7 21.4 40 45.0 31.7 10.3 437 51.0 17.3 20.2 0.7 146 545 52.6 102 156 - 1.0 38.7 22.1 45.6 31.2 0.1 44.5 103 50.8 30.1 123 108 525 53.3 21.9 08 5.6 53.0 473 18.0 10.2 48.6 16.9 27.1 10.2 58.7 10.1 44.3 232 25.5 52.5 8.2 3.3 23.3 21.0 54.5 627 23 40.1 49.9 5.1 1.8 54. 17.7 20.3 452 0.6 41.7 -0.7 22.1 29.2 71 402 51.7 220 20.24 537 3.5 2.0 223 371 22.6 02.7 0.3 2.5.6 39.7 232 10.6 462 65 42.3 143 25.B 11.5 58.1 15.a 141 39.6 10.6 4.5 60.1 53.4 20.5 15,3 274 43.3 12.1 -5.1 45.0 222 320 9.0 562 10.3 42.8 19.7 256 48.4 5.6 40.1 15.7 30.6 14.9 51.1 50 41.0 25.5 57.5 183 -72 43.8 16.5 23.0 100 5.0 49.8 6.0 36.3 210 10 -22 51.7 15.4 21.3 10.0 56 50.1 25 205 253 44.8 22.0 -43 499 6.B 443 U Davey 134 Davey Davey 110 513 513 $123 51.3 51.3 51.3 513 513 31 51.3 513 51.3 513 61.3 51.3 51.3 51.3 513 513 51.3 513 513 51.3 51.3 51.3 513 51.3 513 513 513 51.3 513 81 56 M M F M M 22.1 10 7 10 9 7 137 138 139 140 6 30 31 -40 63 M M 143 Davey Davey Davey Davey Davey Davey Davey Davey Davey Davey Day Davey Davey Davey Davey Davey F 9 10 7 145 140 147 148 149 150 151 50 47 52 12 51 319 58 42 36 anong M M M F 10 0 1 2 CET 51.6 5 TO 6 06 50 77 0.506578947 00 51 02 104 106 167 10 170 1. As the Manager of Customer service at a Bank, you were assigned the job of revamping the Customer Service function at the branches. To get the project started, a research study at four branches was conducted to assess the effectiveness of a recent change in the customer account management process. Details of the study are as follows: A group of customers from each of the four branches were selected randomly and invited to participate in the study. Personal deposit and loan balances from these customers were extracted from the Bank's databases before the change took place. Personal deposit and loan balances from these customers were also extracted from the Bank's two months after the change A simple survey was conducted to ask the customers involved about their experiences with the change. A few variables from the survey were recorded and appended to the extracted deposit and loan file. . The attached Excel workbook, BUSI1013 Bank Dataset.xlsx, contains the data collected from research study. Answer the following questions using this data set. a. What would the population of interest be for this study? b. Which method of sampling was used in this study? C. How big is the sample size? d. How many variables are in the data set? e. Which of the variables are categorical? f. Which of the variables are numerical? - 3 - I aste of Format Painter Cipboard a A- Formatting Merge Center Alonnent Style Number Font A123 122 CUSTO 10 Age 05 43 45 income 720 49.5 4 5 8 10 9 3 4 5 0 68 2 025 46.4 51 10 9 19 7 0 9 10 37 43 47 80 50 29 1 50 47 43 58.5 02.0 M Hecommendefors Yes Yes Yes No Yes No Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Ves Yes Yes Ves Yes MO Yes Yes ves 2 12 13 12 35 2:48 435 70.3 17 15 10 17 13 ST 50 7 10 7 10 10 7 10 24 19 20 00 50+ 10 23 29 21 22 23 24 ME LE 25 41 15 7 OC LE ON ON 25 526 45.1 87.7 483 TO 2 525 51.3 513 513 513 51.3 513 513 513 513 513 513 513 513 513 513 513 513 513 19 Gender Allandale M Allandale Alandale F Allandale M Allande M Allandale Allandale F Allandale Allandale M Allandale Allandale M Allandale F Allandale Allandale M Allandale M Mandale M Allande Allandale M Amandale Allandale Allandale M Allandale F Alle F Milandale M Aandale All date Alandale Allandale M Allandale M Alandale Andale Allande Alanda M Allandale M Allandale F Amandate Avale M Allandale Alanda Adale Alandare Nandale Aindale Alanda M Allandale Alande Anale Alanda Afande M Alande M Amanda Alle Alandale Nandre Alle Mandate M DES te Deposit Aherine DDOS Loans for Loans Ancien Loans 105 15.2 48.1 129 244 10.1 543 024 0.1 193 19 35 511 126 233 310 7.7 59.6 633 12.7 17.5 210 6.3 21.3 5.7 435 00 17.1 44 24.3 241 02 50.7 18.4 200 -1.5 50.3 -1.5 48 210 195 .1.4 425 13.4 14.3 10.9 4.6 50.2 507 0.5 15.1 30.6 40.0 530 70 193 5.5 48.7 543 255 122 22.0 408 3.4 020 217 2.1 400 10.1 22.7 185 513 33 19.1 20.4 13 419 40.7 08 432 313 27.6 156 1.1 20.7 45.9 11.1 47 22 27.7 48 50 Z 11.2 21 19.0 33 401 50.1 10 192 193 01 106 618 150 148 201 53 515 6.8 19.5 182 475 55.7 B2 14.4 105 4.1 49.4 203 253 - 1.0 190 24.3 232 39.8 78 467 49.0 243 1 31 535 104 207 238 20 45.5 014 134 301 67 401 567 15.8 29.4 230 403 495 3.2 19.7 50 353 471 113 22.1 20.0 30 405 40.6 0.1 15 25 405 54.7 62 19.4 319 125 532 805 73 18.5 25.2 46.2 49.2 30 201 29.8 05 445 12.6 15.3 30.1 50.7 128 25.5 256 30.1 560 50 23.0 230 00 46 218 109 400 402 98 191 219 027 25.3 18.1 203 50 47.5 013 13.8 24.6 13 39.5 506 15.7 143 17.1 35.5 30.0 9.5 244 29.7 16. 245 10.4 440 318 -0.5 134 403 7 17.8 26 2 377 05 23 09 08 18 530 208 14 104 09 13 507 5.4 ZO 75 292 10 475 1970 368 23 19.7 8.1 35.4 501 20.7 15.2 0.0 22 10.7 ST. 11.1 14 01 192 200 111 -7.6 40.1 507 10 212 12 453 70 495 20 15 20 29 9 10 49 3 29 2 1 31 10 CE se 47 57 12 01 39 10 10 30 57.1 19 30 37 20 39 40 41 90 10 7 10 7 ves No Yes Po NO NO Yes Yes NO Yes NO Yes Yes ves Yes YOS Yes Ves NO YES Yes res MO 34 59 42 w n 51.3 513 513 513 3 50 10 45 51.3 40 47 12 20 40 37 2 12 513 51 500 52 19 513 513 513 513 513 593 Yes 55 10 34 61 41 0 50 ves PO BE NOON 513 20 Yes insert Home X Cut Page Layout Copy Arial - BUS1013 Bank Date - Read-Only - Excel Data Review View Help - 10-AA to Wrap Test A- Merge Center - of Format Punter Chboard BI- General $ - 96 98-18 Fort A123 Conditional Formats Cell Formatting Table Styles - Insert Delete Aronment 122 Number Cews 56 06 57. 58 50 60 61 02 M F M F 501 D 30 61 41 80 41 35 59 57 401 47 58 59 60 61 02 03 0-4 65 86 256 250 17.0 26.9 223 163 8 18.6 2.0 20 M M M 48.2 49.5 39.4 455 39.3 235 21.0 04 65 60 67 00 7.0 -79 -0.1 15.4 56 4.7 7.2 24 687 45.3 515 02.9 402 50 1 470 48.3 543 10 7 M Yes NO NO Yes Yes Yes Yes NO ro NO 40 37 02 32 30 399 142 10 2 212 240 19.0 222 317 27.5 19.1 213 207 20.3 20.8 315 26.6 268 270 185 27.7 222 20.1 07 108 25 8.4 10.1 74 122 10 70 08 69 70 71 72 73 613 51.3 513 513 513 513 513 513 513 51.3 013 513 513 51.3 513 513 51.3 513 513 51.3 513 513 513 513 513 51.3 51.3 513 14.4 14.1 23.1 247 17.5 20.1 10.5 192 123 Allandale Allandale Allandale Allandale Allandale Anandale Alandse Allandale Andal Allandale Allandale Brock Brock Brock Brock Brock rock Dock rock Brock rock Brock MOCK Ock BOOK Brock DOOR LOCK LIDOR Brock LOCK rock rock Dreck M F M F F F M 5+ 034 545 447 573 73 74 10 1 99 ONNON R 51.2 461 434 41 50.2 30.1 35.6 493 37.4 40.3 Yes NO Yes Yes Yes 14.0 10.1 3.0 78 17 7 39 81 41 DO 41 49 40.6 40.5 13 132 5.5 74 140 5.1 232 72 75 76 77 70 79 4.1 M B . 00 81 02 226 241 22.4 17.1 140 10.4 200 213 43 58 Yes Yes Yes Yes Yes 50.0 37.7 505 60.5 400 620 01.4 50.6 44.7 F M M F M M F O 10 10 8 01 2 83 84 35 48 40 11 06 28 130 2 2 75 120 23.7 24 -1.0 84 31.3 223 20.4 25.9 513 44 412 00 87 BB 89 51 51.3 513 513 10 17.5 18.1 172 18.3 17.5 167 237 17.3 10.7 258 57 22 01 30 41 60 41 20 31 57 50.1 502 543 55.4 213 23.2 No Yes Yes ves Yes 10 Yes 07 180 -0.1 0.4 BD 40 2 90 01 M M F M M M M 10 61.3 550 308 386 371 400 472 40.0 LO 26 3 04 107 1.3 28.5 O 190 2.0 -0.5 07 18.1 06 13 & 96 Brock Brock rock ROCK Der rock Brock 61 30 57 513 513 513 613 513 513 OC M F 25.5 26.0 21.1 209 244 220 240 16 513 No 10 Yes Yes Yes 539 35.5 543 08 420 59.1 552 505 45.9 472 504 581 630 610 47.4 444 63.7 40.7 100 572 220 20.4 20.4 217 100 195 27.4 29 31.3 25 27/1 40 37 41 35 30 31 49 Brock EMO rock DOC OWDER f 00 99 100 101 102 103 10:41 1051 106 107 100 100 110 185 42 28.0 8.7 42 5.4 61 513 61.3 513 51.3 013 513 53 05 2.7 30 45 WB 125 18.6 SD 05 02 M 10.4 Po Yes Mo Yes M 7 CO CE 100 101 102 103 104 105 106 107 108 100 110 111 112 113 103 17.0 10.7 20.1 255 173 220 50 204 135 174 10 29.5 08 7 Yes DOCR Chase Chase Chase Chase Chase Chase 2 07 11.4 436 03 447 379 153 395 BY 51.5 504 20 522 47 408 202 409 470 513 513 513 513 513 513 613 513 2 LO 500 20.7 20 203 231 20.5 100 186 o Yes Yes TO 112 112 131 07 58 42 45 16.1 50 PS 19 10 120 140 15.2 20.3 Chase Legend Yes M Faw data 42 7 7 17 503 13 Yes MO Type here to search File View Home Insert Help Formulas Data Page Layout Review Arial 10 WAA BZWBOA X cut It Copy Paste of Format Painter Chipboard General $ - %) 18-28 2 Wrap Text Merge & Center Conditional Format as Formatting Table Style Styles Number Font Alignment A163 110 1111 c M 1351 0.7 40.6 382 F M M M 113 20 23.1 20.5 TO 106 23.7 51.3 51.3 51.3 51.3 51.3 28 7.7 0.2 4.5 48.2 50.5 50.3 586 470 535 8 10 10 117 149 10o 110 111 112 113 114 115 115 117 110 119 120 121 122 123 124 125 F 110 120 121 1221 Chase Chase Chase Chase Chase Chase Chase Chase Chase Chase Chase Chase Chase Chase Chase Chase Chase F M 513 51.3 513 51.3 51.3 513 51.3 292 288 228 27.7 270 25.1 255 36.5 477 45.0 44.5 38.3 543 54.5 445 42.4 123 50.7 43.7 54.5 307 M F 513 124 125 125 75 10 3 10.0 12.9 11.3 6.1 20.1 14.4 13.1 13.3 TOJ -51 51 21 2.1 18.4 13.0 10.3 4.0 173 1.9 5.9 123 0.8 5.7 10.1 8.2 2.7 -28 11.0 1.1 0.1 2.4 04 1.0 11.3 10.2 0.7 15.6 0.1 10 B 61 39 58 42 30 34 30 01 55 39 61 41 00 41 30 31 49 32 01 39 58 42 30 34 30 65 01 55 39 30 31 49 03 43 58 47 10 10 O 6 10 10 9 10 > 8 M 120 M 127 120 129 130 131 132 133 134 135 135 Chase Chase Chase 1307 131 132 1337 162 224 14.8 152 26 3 23.5 214 143 25.9 25.5 18.7 25.0 17.0 23.1 254 24.6 18.9 21.4 25.5 14,5 221 19.3 16.3 18.0 10.0 232 23.3 22.1 17.7 221 22. 223 23.2 143 141 15.3 22.2 197 157 255 23 210 213 283 62.1 60.9 578 48.6 49.2 52.4 629 50.3 62.6 45.9 51.0 526 45.6 56.0 53.3 47.3 58.7 52.5 02.7 49.9 452 482 53.7 02.7 46.2 51.3 51.3 51.3 513 513 513 513 51.3 51.3 51.3 51:3 51.3 51.3 M F F M F F M Chase Davey 102 102 33 -2.3 136 137 130 13 140 10 2 53.0 48.6 44.3 54.5 481 549 41.7 61.7 86 -9.7 138 130 140 141 142 Det Davey Davey Davey Davey Davey Davey 25.0 302 31 7 262 302 31.2 30.1 219 202 27.1 265 210 27 2 26.3 292 26.4 225 186 25 106 27-4 320 25.6 306 103 10.8 188 18.8 22.0 F M M F 37.1 143 144 M 51.3 513 513 51.3 51.3 51.3 513 51.3 51.3 61.3 51.3 51:3 7:1 3.5 03 -4.6 11.5 4.5 12.1 9.0 144 20 25.6 6.5 15 @ 20.5 31 10.3 5.6 0 9 Davey Davey F Davey Dwey 32 39.7 42.3 39.6 63.4 459 42.8 46.1 41.0 43.8 30.3 35.6 51.6 49.0 10 7 1-46 147 148 149 150 151 M M M M F 149 150 151 5.0 601 40.3 66.2 48.4 511 67.5 40.8 51.7 56.1 44.8 44.3 149 -7.2 50 2.2 20 58 42 36 10.5 60 15.4 20.5 0.a 153 Davey 51.3 513 M 4.3 10 155 160 157 158 0.506578947 100 151 102 1631 164 105 165 167 105 Legend Raw data