2018$BG/(B12$B7n(B18$BF|(B $B2PMKF|(B 16$B;~(B01$BJ,(B22$BIC(B 47 Obs Pref CCtiy Jinkou Menseki Mitsudo SJinkou Shi Ku Tyou Son 1 $BKL3$k|%ej;8g%/(B 5320523 78420.77 67.85 5381733 35 10 129 15 2 $Bq}Dh!W%gm|(B $Bq}Dh!W%gj:(B 1278450 9645.56 132.54 1308265 10 . 22 8 3 $Be2)f@92,;T(B 1254807 15275.01 82.15 1279594 14 . 15 4 4 $B5\>kd;Rg>2j:(B 2322024 7282.22 318.86 2333899 14 5 20 1 5 $Bn)6iH2m|(B $Bn)6iH2j:(B 995380 11637.52 85.53 1023119 13 . 9 3 6 $Be11e="m|(B $Bj3%"j?!Vj:(B 1101452 9323.15 118.14 1123891 13 . 19 3 7 $Bg&$(De3$B6gn(>g%&%+j:(B 1882666 13783.74 136.59 1914039 13 . 31 15 8 $B0q>k?e8M;T(B 2896675 6097.12 475.09 2916976 32 . 10 2 9 $BFJLZj0.k&?j0%g(B 1961963 6408.09 306.17 1974255 14 . 11 . 10 $Bg>$i&,m|(B $Bii:h%%6g%/(B 1958409 6362.28 307.82 1973115 12 . 15 8 11 $Bj!%7mn2ieaJe!dea^e(B 7307579 3797.75 1924.19 7266534 40 10 22 1 12 $Bim&jAim|(B $Bim&jAij:(B 6255876 5157.64 1212.93 6222666 37 6 16 1 13 $Bk}%"h<%cqc(B $Bkv!.CM(B $B:GBgCM(B ----------------------------------------------------------------------------- Jinkou 47 2696948.81 2757295.89 565233.00 13742906.00 Menseki 47 7935.50 10995.62 1876.73 78420.77 Mitsudo 47 656.2736170 1206.47 67.8500000 6272.44 SJinkou 47 2704143.51 2728692.69 573441.00 13515271.00 Shi 47 16.8297872 8.9935222 4.0000000 40.0000000 Ku 16 12.3750000 8.1965440 4.0000000 31.0000000 Tyou 47 15.8297872 18.0269353 3.0000000 129.0000000 Son 34 5.3823529 7.0281456 1.0000000 35.0000000 ----------------------------------------------------------------------------- 2018$BG/(B12$B7n(B18$BF|(B $B2PMKF|(B 16$B;~(B01$BJ,(B22$BIC(B 49 Jinkou $BN_@Q(B $BN_@Q(B $BCf4VE@(B $BEY?t(B $BEY?t(B $B%Q!<%;%s%H(B $B%Q!<%;%s%H(B | 1250000 |************** 34 34 72.34 72.34 | 3750000 |** 4 38 8.51 80.85 | 6250000 |** 5 43 10.64 91.49 | 8750000 |* 3 46 6.38 97.87 | 11250000 | 0 46 0.00 97.87 | 13750000 | 1 47 2.13 100.00 | ----+---+---+-- 10 20 30 $BEY?t(B 2018$BG/(B12$B7n(B18$BF|(B $B2PMKF|(B 16$B;~(B01$BJ,(B22$BIC(B 50 Mitsudo $BN_@Q(B $BN_@Q(B $BCf4VE@(B $BEY?t(B $BEY?t(B $B%Q!<%;%s%H(B $B%Q!<%;%s%H(B | 0 |*************** 38 38 80.85 80.85 | 1200 |** 5 43 10.64 91.49 | 2400 | 1 44 2.13 93.62 | 3600 | 1 45 2.13 95.74 | 4800 | 1 46 2.13 97.87 | 6000 | 1 47 2.13 100.00 | ----+---+---+--- 10 20 30 $BEY?t(B 2018$BG/(B12$B7n(B18$BF|(B $B2PMKF|(B 16$B;~(B01$BJ,(B22$BIC(B 51 $BEY?t(B | ***** | ***** 30 + ***** | ***** | ***** | ***** | ***** 20 + ***** | ***** | ***** | ***** | ***** 10 + ***** | ***** | ***** ***** | ***** ***** ***** ***** | ***** ***** ***** ***** ***** ------------------------------------------------------------------------- 1250000 3750000 6250000 8750000 11250000 13750000 Jinkou $BCf4VE@(B 2018$BG/(B12$B7n(B18$BF|(B $B2PMKF|(B 16$B;~(B01$BJ,(B22$BIC(B 52 $BEY?t(B | ***** | ***** | ***** | ***** 30 + ***** | ***** | ***** | ***** | ***** 20 + ***** | ***** | ***** | ***** | ***** 10 + ***** | ***** | ***** ***** | ***** ***** | ***** ***** ***** ***** ***** ***** ------------------------------------------------------------------------- 0 1200 2400 3600 4800 6000 Mitsudo $BCf4VE@(B 2018$BG/(B12$B7n(B18$BF|(B $B2PMKF|(B 16$B;~(B01$BJ,(B22$BIC(B 53 UNIVARIATE $B%W%m%7%8%c(B $BJQ?t(B : Jinkou $B%b!<%a%s%H(B N 47 $B=E$_JQ?t$N9g7W(B 47 $BJ?6Q(B 2696948.81 $B9g7W(B 126756594 $BI8=`JP:9(B 2757295.89 $BJ,;6(B 7.60268E12 $BODEY(B 2.21613498 $B@mEY(B 5.16964522 $BL5=$@5J?J}OB(B 6.91579E14 $B=$@5:QJ?J}OB(B 3.49723E14 $BJQF078?t(B 102.237606 $BJ?6Q$NI8=`8m:9(B 402192.942 $B4pK\E}7WNL(B $B0LCV(B $B$P$i$D$-(B $BJ?6Q(B 2696949 $BI8=`JP:9(B 2757296 $BCf1{CM(B 1624801 $BJ,;6(B 7.60268E12 $B:GIQCM(B . $BHO0O(B 13177673 $B;MJ,0LHO0O(B 1741933 2018$BG/(B12$B7n(B18$BF|(B $B2PMKF|(B 16$B;~(B01$BJ,(B22$BIC(B 54 UNIVARIATE $B%W%m%7%8%c(B $BJQ?t(B : Jinkou $B0LCV$N8!Dj(B H0: Mu0=0 $B8!Dj(B -$BE}7WNL(B- ------p $BCM(B------- Student $B$N(B t $B8!Dj(B t 6.705609 Pr > |t| <.0001 $BId9f8!Dj(B M 23.5 Pr >= |M| <.0001 $BId9fIU=g0L8!Dj(B S 564 Pr >= |S| <.0001 $BJ,0LE@(B ($BDj5A(B 5) $B?e=`(B $BJ,0LE@(B 100% $B:GBgCM(B 13742906 99% 13742906 95% 8831642 90% 7307579 75% Q3 2830069 50% $BCf1{CM(B 1624801 25% Q1 1088136 10% 778329 5% 713465 1% 565233 0% $B:G>.CM(B 565233 2018$BG/(B12$B7n(B18$BF|(B $B2PMKF|(B 16$B;~(B01$BJ,(B22$BIC(B 55 UNIVARIATE $B%W%m%7%8%c(B $BJQ?t(B : Jinkou $B6KCM(B ----$B:G>.CM(B--- -----$B:GBgCM(B---- $BCM(B Obs $BCM(B Obs 565233 31 7307579 11 684668 32 7526911 23 713465 39 8831642 27 743356 36 9161139 14 778329 18 13742906 13 2018$BG/(B12$B7n(B18$BF|(B $B2PMKF|(B 16$B;~(B01$BJ,(B23$BIC(B 56 UNIVARIATE $B%W%m%7%8%c(B $BJQ?t(B : Mitsudo $B%b!<%a%s%H(B N 47 $B=E$_JQ?t$N9g7W(B 47 $BJ?6Q(B 656.273617 $B9g7W(B 30844.86 $BI8=`JP:9(B 1206.46774 $BJ,;6(B 1455564.41 $BODEY(B 3.4965642 $B@mEY(B 12.542203 $BL5=$@5J?J}OB(B 87198630.8 $B=$@5:QJ?J}OB(B 66955963 $BJQF078?t(B 183.836088 $BJ?6Q$NI8=`8m:9(B 175.981407 $B4pK\E}7WNL(B $B0LCV(B $B$P$i$D$-(B $BJ?6Q(B 656.2736 $BI8=`JP:9(B 1206 $BCf1{CM(B 268.2500 $BJ,;6(B 1455564 $B:GIQCM(B . $BHO0O(B 6205 $B;MJ,0LHO0O(B 298.23000 2018$BG/(B12$B7n(B18$BF|(B $B2PMKF|(B 16$B;~(B01$BJ,(B23$BIC(B 57 UNIVARIATE $B%W%m%7%8%c(B $BJQ?t(B : Mitsudo $B0LCV$N8!Dj(B H0: Mu0=0 $B8!Dj(B -$BE}7WNL(B- ------p $BCM(B------- Student $B$N(B t $B8!Dj(B t 3.729221 Pr > |t| 0.0005 $BId9f8!Dj(B M 23.5 Pr >= |M| <.0001 $BId9fIU=g0L8!Dj(B S 564 Pr >= |S| <.0001 $BJ,0LE@(B ($BDj5A(B 5) $B?e=`(B $BJ,0LE@(B 100% $B:GBgCM(B 6272.44 99% 6272.44 95% 3791.99 90% 1455.07 75% Q3 475.09 50% $BCf1{CM(B 268.25 25% Q1 176.86 10% 102.06 5% 85.53 1% 67.85 0% $B:G>.CM(B 67.85 2018$BG/(B12$B7n(B18$BF|(B $B2PMKF|(B 16$B;~(B01$BJ,(B23$BIC(B 58 UNIVARIATE $B%W%m%7%8%c(B $BJQ?t(B : Mitsudo $B6KCM(B ----$B:G>.CM(B--- ----$B:GBgCM(B---- $BCM(B Obs $BCM(B Obs 67.85 1 1455.07 23 82.15 3 1924.19 11 85.53 5 3791.99 14 100.43 39 4635.69 27 102.06 32 6272.44 13 2018$BG/(B12$B7n(B18$BF|(B $B2PMKF|(B 16$B;~(B01$BJ,(B23$BIC(B 59 UNIVARIATE $B%W%m%7%8%c(B $BJQ?t(B : Jinkou $B%b!<%a%s%H(B N 47 $B=E$_JQ?t$N9g7W(B 47 $BJ?6Q(B 2696948.81 $B9g7W(B 126756594 $BI8=`JP:9(B 2757295.89 $BJ,;6(B 7.60268E12 $BODEY(B 2.21613498 $B@mEY(B 5.16964522 $BL5=$@5J?J}OB(B 6.91579E14 $B=$@5:QJ?J}OB(B 3.49723E14 $BJQF078?t(B 102.237606 $BJ?6Q$NI8=`8m:9(B 402192.942 $B4pK\E}7WNL(B $B0LCV(B $B$P$i$D$-(B $BJ?6Q(B 2696949 $BI8=`JP:9(B 2757296 $BCf1{CM(B 1624801 $BJ,;6(B 7.60268E12 $B:GIQCM(B . $BHO0O(B 13177673 $B;MJ,0LHO0O(B 1741933 2018$BG/(B12$B7n(B18$BF|(B $B2PMKF|(B 16$B;~(B01$BJ,(B23$BIC(B 60 UNIVARIATE $B%W%m%7%8%c(B $BJQ?t(B : Jinkou $B0LCV$N8!Dj(B H0: Mu0=0 $B8!Dj(B -$BE}7WNL(B- ------p $BCM(B------- Student $B$N(B t $B8!Dj(B t 6.705609 Pr > |t| <.0001 $BId9f8!Dj(B M 23.5 Pr >= |M| <.0001 $BId9fIU=g0L8!Dj(B S 564 Pr >= |S| <.0001 $BJ,0LE@(B ($BDj5A(B 5) $B?e=`(B $BJ,0LE@(B 100% $B:GBgCM(B 13742906 99% 13742906 95% 8831642 90% 7307579 75% Q3 2830069 50% $BCf1{CM(B 1624801 25% Q1 1088136 10% 778329 5% 713465 1% 565233 0% $B:G>.CM(B 565233 2018$BG/(B12$B7n(B18$BF|(B $B2PMKF|(B 16$B;~(B01$BJ,(B23$BIC(B 61 UNIVARIATE $B%W%m%7%8%c(B $BJQ?t(B : Jinkou $B6KCM(B ----$B:G>.CM(B--- -----$B:GBgCM(B---- $BCM(B Obs $BCM(B Obs 565233 31 7307579 11 684668 32 7526911 23 713465 39 8831642 27 743356 36 9161139 14 778329 18 13742906 13 2018$BG/(B12$B7n(B18$BF|(B $B2PMKF|(B 16$B;~(B01$BJ,(B23$BIC(B 62 UNIVARIATE $B%W%m%7%8%c(B $BJQ?t(B : Jinkou $B44(B $BMU(B # Boxplot 13 7 1 * 12 11 10 9 2 1 * 8 8 1 * 7 35 2 0 6 3 1 0 5 135 3 0 4 | 3 7 1 | 2 000133689 9 +--+--+ 1 00111123334444468899 20 *-----* 0 67778889 8 | ----+----+----+----+ $B44(B.$BMU$NC10L(B : 10**+6 2018$BG/(B12$B7n(B18$BF|(B $B2PMKF|(B 16$B;~(B01$BJ,(B23$BIC(B 63 UNIVARIATE $B%W%m%7%8%c(B $BJQ?t(B : Jinkou $B@55,3NN(%W%m%C%H(B 13500000+ * | | | | * +++ | * +++ | ** ++++ | *+++ | *** | ++++ | +++ * | ++++ ***** | ************ 500000+ * * * *******+ +----+----+----+----+----+----+----+----+----+----+ -2 -1 0 +1 +2 2018$BG/(B12$B7n(B18$BF|(B $B2PMKF|(B 16$B;~(B01$BJ,(B23$BIC(B 64 UNIVARIATE $B%W%m%7%8%c(B $BJQ?t(B : Mitsudo $B%b!<%a%s%H(B N 47 $B=E$_JQ?t$N9g7W(B 47 $BJ?6Q(B 656.273617 $B9g7W(B 30844.86 $BI8=`JP:9(B 1206.46774 $BJ,;6(B 1455564.41 $BODEY(B 3.4965642 $B@mEY(B 12.542203 $BL5=$@5J?J}OB(B 87198630.8 $B=$@5:QJ?J}OB(B 66955963 $BJQF078?t(B 183.836088 $BJ?6Q$NI8=`8m:9(B 175.981407 $B4pK\E}7WNL(B $B0LCV(B $B$P$i$D$-(B $BJ?6Q(B 656.2736 $BI8=`JP:9(B 1206 $BCf1{CM(B 268.2500 $BJ,;6(B 1455564 $B:GIQCM(B . $BHO0O(B 6205 $B;MJ,0LHO0O(B 298.23000 2018$BG/(B12$B7n(B18$BF|(B $B2PMKF|(B 16$B;~(B01$BJ,(B23$BIC(B 65 UNIVARIATE $B%W%m%7%8%c(B $BJQ?t(B : Mitsudo $B0LCV$N8!Dj(B H0: Mu0=0 $B8!Dj(B -$BE}7WNL(B- ------p $BCM(B------- Student $B$N(B t $B8!Dj(B t 3.729221 Pr > |t| 0.0005 $BId9f8!Dj(B M 23.5 Pr >= |M| <.0001 $BId9fIU=g0L8!Dj(B S 564 Pr >= |S| <.0001 $BJ,0LE@(B ($BDj5A(B 5) $B?e=`(B $BJ,0LE@(B 100% $B:GBgCM(B 6272.44 99% 6272.44 95% 3791.99 90% 1455.07 75% Q3 475.09 50% $BCf1{CM(B 268.25 25% Q1 176.86 10% 102.06 5% 85.53 1% 67.85 0% $B:G>.CM(B 67.85 2018$BG/(B12$B7n(B18$BF|(B $B2PMKF|(B 16$B;~(B01$BJ,(B23$BIC(B 66 UNIVARIATE $B%W%m%7%8%c(B $BJQ?t(B : Mitsudo $B6KCM(B ----$B:G>.CM(B--- ----$B:GBgCM(B---- $BCM(B Obs $BCM(B Obs 67.85 1 1455.07 23 82.15 3 1924.19 11 85.53 5 3791.99 14 100.43 39 4635.69 27 102.06 32 6272.44 13 2018$BG/(B12$B7n(B18$BF|(B $B2PMKF|(B 16$B;~(B01$BJ,(B23$BIC(B 67 UNIVARIATE $B%W%m%7%8%c(B $BJQ?t(B : Mitsudo $B44(B $BMU(B # Boxplot 6 3 1 * 5 5 4 6 1 * 4 3 8 1 * 3 2 2 1 59 2 * 1 02 2 0 0 555667 6 +--+--+ 0 1111111112222222222222233333333344 34 *-----* ----+----+----+----+----+----+---- $B44(B.$BMU$NC10L(B : 10**+3 2018$BG/(B12$B7n(B18$BF|(B $B2PMKF|(B 16$B;~(B01$BJ,(B23$BIC(B 68 UNIVARIATE $B%W%m%7%8%c(B $BJQ?t(B : Mitsudo $B@55,3NN(%W%m%C%H(B 6250+ * | | | * | | * ++ 3250+ ++++ | ++++ | ++++ | +++++ * | ++++ *** | ++++ *** 250+ * * * ********************** +----+----+----+----+----+----+----+----+----+----+ -2 -1 0 +1 +2