stat project2

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Project2DataSchoolsSpring2017.xls
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Income Data

Schools Income Passing
X2 Y
Bluffton 24487 85
Shawnee 29777 73
Spencerville 23161 68
Delphos 21792 65
Elida 24446 62
Northeastern 26428 72
Ayersville 28228 68
Defiance 23812 63
Hicksville 22448 59
Central 24189 56
Berlin-Milan 25223 77
Perkins 25586 74
Huron 27135 74
Margaretta 23849 66
Sandusky 19529 37
Pettisville 25079 78
Wauseon 23408 75
Evergreen 23826 72
Archbold-Area 26706 69
Pike-Delta-York 23396 66
Gorham-Fayette 22405 51
Swanton 24596 50
Arlington 26175 84
Vanlue 24709 83
Liberty-Benton 28718 78
Van Buren 28964 75
Cory-Rawson 23904 73
Arcadia 24305 64
McComb 23754 61
Findlay 24269 60
Ada 23029 69
Kenton 20418 54
Liberty Center 24723 82
Patrick Henry 23061 75
Napoleon Area 25304 73
Holgate 23962 71
Monroeville 22942 64
Bellevue 24025 55
Willard 23304 53
Norwalk 21551 50
Anthony Wayne 29215 75
Sylvania 32114 72
Maumee 27604 69
Oregon 24525 52
Washington 23507 51
Springfield 26048 49
Benton Carroll Salem 23899 81
Danbury 21325 65
Genoa 25321 65
Port Clinton 20941 50
Paulding 22677 59
Columbus Grove 23562 84
Kalida 24456 81
Continental 23625 79
Ottawa-glandorf 25363 77
Pandora-Gilboa 23806 67
Leipsic 20941 47
Gibsonburg 23312 71
Lakota 22678 66
Fremont 22327 57
Woodmore 26460 56
Clyde-Green Springs 23854 47
Bettsville 22103 83
Seneca East 22656 80
Old Fort 23208 78
Hopewell-Loudon 22103 74
New Riegel 23314 73
Tiffin 21246 67
Fostoria 20809 34
Van Wert 22728 61
Edon-Northwest 23035 73
Milcreek-West Unity 21302 71
Bryan 22607 69
North Central 21871 68
Montpelier 20787 67
Edgerton 22429 61
Stryker 24084 47
Perrysburg 32773 98
Elmwood 22179 68
Bowling Green 21307 68
Otsego 24614 64
Northwood 25905 61
Eastwood 25043 60
Lake 23559 55
Rossford 25360 54
North Baltimore 22075 50
Upper Sandusky 21063 62
Carey 21658 59

Instruct Data

Schools Instruct Passing
X6 Y
Bluffton 2130 85
Shawnee 2570 73
Spencerville 2262 68
Delphos 2506 65
Elida 2250 62
Northeastern 2431 72
Ayersville 2693 68
Defiance 2438 63
Hicksville 2351 59
Central 2496 56
Berlin-Milan 2564 77
Perkins 2861 74
Huron 2968 74
Margaretta 2464 66
Sandusky 2766 37
Pettisville 2834 78
Wauseon 2252 75
Evergreen 2250 72
Archbold-Area 2837 69
Pike-Delta-York 2309 66
Gorham-Fayette 2492 51
Swanton 2615 50
Arlington 2205 84
Vanlue 2420 83
Liberty-Benton 2063 78
Van Buren 2584 75
Cory-Rawson 2416 73
Arcadia 2752 64
McComb 2321 61
Findlay 2860 60
Ada 2380 69
Kenton 2512 54
Liberty Center 2431 82
Patrick Henry 2552 75
Napoleon Area 2422 73
Holgate 2454 71
Monroeville 2474 64
Bellevue 2374 55
Willard 2347 53
Norwalk 2384 50
Anthony Wayne 2844 75
Sylvania 2943 72
Maumee 3933 69
Oregon 2941 52
Washington 2997 51
Springfield 2774 49
Benton Carroll Salem 3444 81
Danbury 3158 65
Genoa 2845 65
Port Clinton 2926 50
Paulding 2560 59
Columbus Grove 2174 84
Kalida 2274 81
Continental 2225 79
Ottawa-glandorf 2154 77
Pandora-Gilboa 2078 67
Leipsic 2811 47
Gibsonburg 2242 71
Lakota 2306 66
Fremont 2616 57
Woodmore 2227 56
Clyde-Green Springs 2383 47
Bettsville 2394 83
Seneca East 2435 80
Old Fort 2743 78
Hopewell-Loudon 2564 74
New Riegel 2501 73
Tiffin 2506 67
Fostoria 2455 34
Van Wert 2511 61
Edon-Northwest 1916 73
Milcreek-West Unity 2382 71
Bryan 2706 69
North Central 2349 68
Montpelier 2654 67
Edgerton 2470 61
Stryker 2617 47
Perrysburg 3011 98
Elmwood 2643 68
Bowling Green 2849 68
Otsego 2539 64
Northwood 2979 61
Eastwood 2499 60
Lake 2820 55
Rossford 3258 54
North Baltimore 2331 50
Upper Sandusky 2267 62
Carey 2513 59

Attendance Data

Schools Attend Passing
X7 Y
Bluffton 95.70 85
Shawnee 94.70 73
Spencerville 95.50 68
Delphos 96.50 65
Elida 94.10 62
Northeastern 96.10 72
Ayersville 95.60 68
Defiance 94.20 63
Hicksville 95.70 59
Central 94.80 56
Berlin-Milan 96.10 77
Perkins 95.80 74
Huron 95.40 74
Margaretta 95.50 66
Sandusky 93.00 37
Pettisville 96.10 78
Wauseon 95.30 75
Evergreen 95.00 72
Archbold-Area 96.20 69
Pike-Delta-York 94.80 66
Gorham-Fayette 94.60 51
Swanton 94.90 50
Arlington 96.50 84
Vanlue 96.20 83
Liberty-Benton 96.70 78
Van Buren 96.40 75
Cory-Rawson 96.40 73
Arcadia 95.90 64
McComb 95.90 61
Findlay 94.90 60
Ada 95.90 69
Kenton 93.70 54
Liberty Center 95.80 82
Patrick Henry 95.90 75
Napoleon Area 94.60 73
Holgate 94.90 71
Monroeville 95.80 64
Bellevue 95.10 55
Willard 94.60 53
Norwalk 94.00 50
Anthony Wayne 95.30 75
Sylvania 95.50 72
Maumee 95.00 69
Oregon 94.70 52
Washington 93.70 51
Springfield 93.80 49
Benton Carroll Salem 95.60 81
Danbury 95.30 65
Genoa 95.90 65
Port Clinton 94.50 50
Paulding 94.50 59
Columbus Grove 96.20 84
Kalida 96.80 81
Continental 95.50 79
Ottawa-glandorf 96.50 77
Pandora-Gilboa 96.50 67
Leipsic 93.90 47
Gibsonburg 94.40 71
Lakota 95.20 66
Fremont 94.70 57
Woodmore 96.50 56
Clyde-Green Springs 94.60 47
Bettsville 95.80 83
Seneca East 95.90 80
Old Fort 96.00 78
Hopewell-Loudon 94.60 74
New Riegel 97.00 73
Tiffin 94.70 67
Fostoria 92.70 34
Van Wert 95.30 61
Edon-Northwest 95.10 73
Milcreek-West Unity 95.90 71
Bryan 95.20 69
North Central 95.60 68
Montpelier 94.80 67
Edgerton 95.90 61
Stryker 95.70 47
Perrysburg 96.10 98
Elmwood 95.20 68
Bowling Green 94.70 68
Otsego 95.40 64
Northwood 94.90 61
Eastwood 95.90 60
Lake 95.20 55
Rossford 94.90 54
North Baltimore 94.50 50
Upper Sandusky 95.60 62
Carey 95.50 59

Full Data Set

Schools Students Income Property Welfare Salary Instruct Attend Passing
X1 X2 X3 X4 X5 X6 X7 Y
Bluffton 1132 24487 62678 1.80 31221 2130 95.70 85
Shawnee 2472 29777 130910 2.60 34860 2570 94.70 73
Spencerville 1026 23161 51645 5.40 30155 2262 95.50 68
Delphos 1104 21792 88453 6.20 32273 2506 96.50 65
Elida 3204 24446 65550 8.90 32876 2250 94.10 62
Northeastern 1194 26428 88789 1.70 30919 2431 96.10 72
Ayersville 921 28228 82707 3.90 32850 2693 95.60 68
Defiance 3046 23812 56333 11.20 34750 2438 94.20 63
Hicksville 990 22448 56411 7.00 34224 2351 95.70 59
Central 1216 24189 53923 4.60 34430 2496 94.80 56
Berlin-Milan 1593 25223 76878 4.00 32166 2564 96.10 77
Perkins 2038 25586 117545 3.30 39352 2861 95.80 74
Huron 1494 27135 105588 4.60 33433 2968 95.40 74
Margaretta 1560 23849 74601 2.80 37084 2464 95.50 66
Sandusky 4426 19529 72425 25.20 36042 2766 93.00 37
Pettisville 503 25079 53948 3.90 31159 2834 96.10 78
Wauseon 1864 23408 60896 4.90 32499 2252 95.30 75
Evergreen 1238 23826 69432 5.20 32353 2250 95.00 72
Archbold-Area 1401 26706 107547 4.10 35982 2837 96.20 69
Pike-Delta-York 1559 23396 48638 6.10 31310 2309 94.80 66
Gorham-Fayette 487 22405 57221 6.90 33166 2492 94.60 51
Swanton 1725 24596 69320 6.30 33690 2615 94.90 50
Arlington 685 26175 55478 2.70 31821 2205 96.50 84
Vanlue 346 24709 49606 4.10 28411 2420 96.20 83
Liberty-Benton 954 28718 77503 1.50 30330 2063 96.70 78
Van Buren 840 28964 151992 1.80 33447 2584 96.40 75
Cory-Rawson 794 23904 69242 2.40 31241 2416 96.40 73
Arcadia 597 24305 78102 2.50 30738 2752 95.90 64
McComb 805 23754 69347 5.70 28986 2321 95.90 61
Findlay 5758 24269 92648 7.60 35879 2860 94.90 60
Ada 855 23029 52655 5.30 28479 2380 95.90 69
Kenton 2228 20418 61155 13.80 30907 2512 93.70 54
Liberty Center 1009 24723 57685 4.10 30904 2431 95.80 82
Patrick Henry 1176 23061 63134 5.20 31895 2552 95.90 75
Napoleon Area 2331 25304 84245 6.60 32773 2422 94.60 73
Holgate 605 23962 49709 6.00 31324 2454 94.90 71
Monroeville 686 22942 63103 4.30 30838 2474 95.80 64
Bellevue 2276 24025 66912 6.90 32164 2374 95.10 55
Willard 2300 23304 58832 14.30 35042 2347 94.60 53
Norwalk 2650 21551 72266 12.20 37145 2384 94.00 50
Anthony Wayne 3178 29215 88004 3.10 35617 2844 95.30 75
Sylvania 7822 32114 101503 3.80 39684 2943 95.50 72
Maumee 3009 27604 117921 3.90 41634 3933 95.00 69
Oregon 3594 24525 123599 8.70 35848 2941 94.70 52
Washington 7154 23507 102485 11.80 39155 2997 93.70 51
Springfield 3575 26048 98346 12.20 34437 2774 93.80 49
Benton Carroll Salem 2063 23899 237206 4.70 42734 3444 95.60 81
Danbury 635 21325 182360 3.20 34971 3158 95.30 65
Genoa 1584 25321 53120 4.80 34661 2845 95.90 65
Port Clinton 2238 20941 129961 10.50 39542 2926 94.50 50
Paulding 1993 22677 46163 8.60 32928 2560 94.50 59
Columbus Grove 866 23562 55568 8.40 30476 2174 96.20 84
Kalida 775 24456 44267 0.70 28962 2274 96.80 81
Continental 792 23625 37277 10.00 28945 2225 95.50 79
Ottawa-glandorf 1749 25363 64288 6.50 31185 2154 96.50 77
Pandora-Gilboa 632 23806 55446 1.20 27693 2078 96.50 67
Leipsic 748 20941 62648 16.10 30282 2811 93.90 47
Gibsonburg 983 23312 46098 17.80 31244 2242 94.40 71
Lakota 1332 22678 55933 10.50 30765 2306 95.20 66
Fremont 5156 22327 74874 16.20 37759 2616 94.70 57
Woodmore 1141 26460 90484 10.90 32296 2227 96.50 56
Clyde-Green Springs 2368 23854 55724 7.00 33998 2383 94.60 47
Bettsville 347 22103 37269 6.10 27466 2394 95.80 83
Seneca East 1183 22656 50895 4.80 29940 2435 95.90 80
Old Fort 540 23208 50712 19.30 28195 2743 96.00 78
Hopewell-Loudon 870 22103 72201 4.70 30644 2564 94.60 74
New Riegel 459 23314 41376 2.70 29099 2501 97.00 73
Tiffin 3632 21246 65291 9.00 35513 2506 94.70 67
Fostoria 2742 20809 62268 20.40 34241 2455 92.70 34
Van Wert 2504 22728 67932 7.10 33885 2511 95.30 61
Edon-Northwest 744 23035 38462 2.70 30833 1916 95.10 73
Milcreek-West Unity 788 21302 40239 3.20 31582 2382 95.90 71
Bryan 2266 22607 81152 4.20 32643 2706 95.20 69
North Central 757 21871 59396 2.90 31978 2349 95.60 68
Montpelier 1172 20787 44383 8.20 33243 2654 94.80 67
Edgerton 767 22429 54040 4.10 28975 2470 95.90 61
Stryker 579 24084 65532 3.40 33855 2617 95.70 47
Perrysburg 3839 32773 97888 2.60 40320 3011 96.10 98
Elmwood 1237 22179 47644 7.50 30434 2643 95.20 68
Bowling Green 3534 21307 84682 7.50 37983 2849 94.70 68
Otsego 1643 24614 57601 5.00 36065 2539 95.40 64
Northwood 1091 25905 77077 7.90 35536 2979 94.90 61
Eastwood 1739 25043 67929 4.70 35742 2499 95.90 60
Lake 1665 23559 95859 6.20 38046 2820 95.20 55
Rossford 2087 25360 123725 7.20 39476 3258 94.90 54
North Baltimore 839 22075 58383 10.60 29579 2331 94.50 50
Upper Sandusky 1801 21063 68348 3.90 32778 2267 95.60 62
Carey 915 21658 51497 6.00 30968 2513 95.50 59
Removed from data (DO NOT INCLUDE IN ANALYSIS):
Students Income Property Welfare Salary Instruct Attend Passing
X1 X2 X3 X4 X5 X6 X7 Y
Toledo 36790 21079 62668 42.80 36190 2611 90.70 28
Outlier-Students, Welfare, Attendance
Ottawa Hills 933 45723 122356 0.20 43256 4150 95.70 95
Outlier-Income
Kelleys Island 20 19854 802081 11.40 27144 11226 95.00 100
Outlier-Property, Instruct
Put-in-Bay 70 19266 426419 1.40 30242 7824 94.50 33
Outlier-Property, Instruct
Lima 5963 18394 44138 33.80 33142 2657 92.30 40
Outlier-Welfare
Ottoville 610 24128 46582 0.20 26125 2588 99.80 86
Outlier-Attendance