1、vector=2027.96553.119.4825.920.253.20182.93408.0317.68123.6322.10208.174.5133.75237.6778.401119.85226.470.110.433.5665.4;23.605.8622.0238.662128.82 626.480.06224.3715.4530.90762.520.4626.8823.3613.8125.994.8981.6227.4698.30205.003.83229.1477.50228.800.163.9577.15;5.1944.058397.28 585.050.32157.9412.

2、0919.30266.640.4121.6820.3710.7929.004.7683.13164.99105.40256.195.60273.7671.83257.630.173.9177.5;7.1635.992144.68 529.820.1079.699.5515.5372.900.2710.708.644.4823.723.41137.9726.97174.70189.723.26237.7752.97203.330.173.2969.9;7.1128.611844.00 585.610.04120.6114.7031.54143.510.4017.6214.4910.2724.08

3、0.64515.466.65254.23209.662.99195.4665.63212.930.273.6472.7;6.6532.003434.17 536.640.0746.195.0436.77115.940.2810.6715.176.8427.382.20202.247.73171.97244.382.64223.8271.93246.130.193.2969.25;9.3126.432391.16 487.170.1360.7714.1025.59433.750.189.215.6225.983.4726.440.6263.619.86168.83209.864.78303.95

4、71.50211.370.143.1868.4;8.141950.76 558.550.18241.4021.7750.431305.59 0.4115.2422.498.4825.625.95213.09115.55181.07198.856.41196.9959.57226.470.262.9269.15;6.4734.992262.72 700.830.51240.8418.4516.87424.110.6730.1124.3620.4923.764.91186.6258.54138.07193.695.31194.9377.97203.370.133.7479.85;5.8834.58

5、1364.14 545.3110.2544.204.9910.43459.570.339.4816.6927.164.6319.6812.31255.4428.75200.807.7925.58118.80167.204.59161.4271.70181.230.203.6571.5;6.672355.69 542.660.0819.8014.2691.470.286.074.5438.242.5224.5326.85177.83209.563.41237.8958.41210.200.103.5365.85;5.502556.79 493.460.0632.3412.5421.08132.2

6、20.2012.067.173.9027.610.70191.952.48187.73247.662.40262.1563.30261.100.243.4370.65;8.5430.581416.11 606.200.0265.326.2828.0899.880.4414.399.827.3323.3510.86159.9740.76147.97197.864.67212.2468.10203.370.163.8661.35;4.3423.751237.81 599.830.06140.2611.4841.58991.050.3614.6613.947.8124.066.31209.11134

7、.64136.27191.514.60255.3466.15193.870.263.3973.6;5.4035.902177.91 524.610.0752.7911.9225.74158.000.2211.9025.425.510.219.72179.11208.93214.873.198.5725.0925.01159.31174.472.9067.700.2162.2;1553.50 583.370.0860.6618.6913.65529.970.2411.2110.099.1622.354.56119.178.19109.33204.013.79189.2871.83205.630.

8、143.3072.4;4.9241.761713.65 548.830.0659.4211.8717.17129.580.3615.3415.738.7026.280.71446.6443.81264.10212.742.80271.5071.53238.200.333.4376.9;8.6627.512398.38 513.820.1140.239.7127.08158.870.237.385.3928.215.2426.340.42196.016.52208.40226.032.60265.7763.07226.570.163.2762.65;8.032463.60 544.460.071

9、15.709.9630.41202.960.3817.4313.709.4523.443.82173.0931.26168.83205.796.32220.3367.43214.900.163.5775.6;6.8131.542273.63 559.330.0223.524.8712.4489.770.2812.688.118.1622.931.55307.149.63334.30193.193.15227.3459.53209.100.233.8177.2;5.1740.486346.83 563.790.0589.2820.8218.12194.260.3816.1913.617.5126

10、.957.85147.6647.22106.10205.794.74259.1160.40216.900.113.5674.65;6.7831.992566.61 488.710.0774.0314.9921.82417.670.2816.4412.167.8525.674.29106.6113.80115.83224.153.32226.4057.43234.700.153.6574.4;5.9739.362380.81 543.570.10172.639.6716.41427.030.5729.7024.2624.2923.389.97278.7544.75219.07207.683.84

11、212.5677.47208.770.233.3981.35;6.9130.231638.83 525.820.03144.8814.6615.07144.730.288.7514.4227.988.2125.822.93517.4514.38237.37201.832.99244.5176.73203.330.253.6174.75;7.271409.70 537.080.0649.645.5114.28140.950.3511.509.325.3718.522.13288.6930.21251.30150.344.10156.0458.50194.630.223.3868.7;8.5322

12、.81851.173.38587.292.090.4258.479.3732.0382.360.327.353.7842.7413.92245.50173.353.35197.3868.30195.730.233.6872.9;4.5819.76793.471116.61 528.334.711.570.0934.198.8823.03592.200.268.9010.3129.6715.98148.73196.673.51213.2259.50206.900.203.3772.256.9723.33282.09vector =1.0e+003 *Columns 1 through 132.0

13、2800.55310.00030.40800.02210.03381.11990.00040.02360.02200.00950.00320.01772.12880.62650.00010.22440.01540.03090.76250.00050.02690.02340.01380.00490.02758.39730.58500.00030.15790.01210.01930.26660.00040.02170.02040.01080.00480.16502.14470.52980.00010.07970.00960.01550.07290.00030.01070.00860.00450.0

14、0340.02701.84400.58560.00000.12060.01470.03150.14350.00040.01760.01450.01030.00060.00673.43420.53660.00010.04620.00500.03680.11590.00030.01070.01520.00680.00220.00772.39120.48720.00010.06080.01410.02560.43380.00020.00920.00560.00350.00060.00991.95080.55850.00020.24140.02180.05041.30560.00040.01520.0

15、2250.00850.00600.11562.26270.70080.00050.24080.01840.01690.42410.00070.03010.02440.02050.00490.05851.36410.54530.01030.04420.00500.01040.45960.00030.00950.01670.00460.01230.02882.35570.54270.00010.00780.01980.01430.09150.00030.00610.00450.00250.02690.02562.55680.49350.00010.03230.01250.02110.13220.0

16、0020.01210.00720.00390.00070.00251.41610.60620.00000.06530.00630.02810.09990.00040.01440.00980.00730.01090.04081.23780.59980.00010.14030.01150.04160.99100.00040.01470.01390.00780.00630.13462.17790.52460.00010.05280.01190.02570.15800.00020.01190.02540.00550.00020.00971.55350.58340.00010.06070.01870.0

17、1370.53000.00020.01120.01010.00920.00460.00821.71370.54880.00010.05940.01190.01720.12960.00040.01530.01570.00870.00070.04382.39840.51380.00010.04020.00970.02710.15890.00020.00740.00540.00520.00040.00652.46360.54450.00010.11570.01000.03040.20300.00040.01740.01370.00950.00380.03132.27360.55930.00000.0

18、2350.00490.01240.08980.00030.01270.00810.00820.00150.00966.34680.56380.00010.08930.02080.01810.19430.00040.01620.01360.00750.00780.04722.56660.48870.00010.07400.01500.02180.41770.00030.01640.01220.00780.00430.01382.38080.54360.00010.17260.00970.01640.42700.00060.02970.02430.02430.01000.04471.63880.5

19、2580.00000.14490.01470.01510.14470.00030.00880.01440.00820.00290.01441.40970.53710.00010.04960.00550.01430.14090.00040.01150.00930.00540.00210.03020.85120.58730.00040.05850.00940.03200.08240.00030.00731.11660.00890.00380.00340.00210.01390.52830.00010.03420.00890.02300.59220.00030.01030.00470.00160.0

20、160Columns 14 through 260.20820.23770.22650.00360.00590.03870.02590.18290.12360.00450.07840.00010.06540.20500.22910.22880.00400.00520.04400.02600.08160.09830.00380.07750.00020.07720.25620.27380.25760.00390.00720.03600.02900.08310.10540.00560.07180.00020.07750.18970.23780.20330.00330.00710.02860.0237

21、0.13800.17470.00330.05300.00020.06990.20970.19550.21290.00360.00670.03200.02410.51550.25420.00300.06560.00030.07270.24440.22380.24610.00330.00930.02640.02740.20220.17200.00260.07190.00020.06930.20990.30400.21140.00320.00810.02600.02640.06360.16880.00480.07150.00010.06840.19890.19700.22650.00290.0065

22、0.03500.02560.21310.18110.00640.05960.00030.06920.19370.19490.20340.00370.00590.03460.02380.18660.13810.00530.07800.00010.07980.16720.16140.18120.00370.00670.02720.01970.25540.20080.00460.07170.00020.07150.20960.23790.21020.00350.00550.03820.02450.17780.11880.00340.05840.00010.06580.24770.26210.2611

23、0.00340.00850.03060.02760.19190.18770.00240.06330.00020.07070.19790.21220.20340.00390.00430.02380.02340.16000.14800.00470.06810.00020.06140.19150.25530.19390.00340.00540.03590.02410.20910.13630.00460.06620.00030.07360.17910.20890.21490.00320.00860.02510.02500.15930.17450.00290.06770.00020.06220.2040

24、0.18930.20560.00330.00490.04180.02240.11920.10930.00380.07180.00010.07240.21270.27150.23820.00340.00870.02750.02630.44660.26410.00280.07150.00030.07690.22600.26580.22660.00330.00800.02820.02630.19600.20840.00260.06310.00020.06260.20580.22030.21490.00360.00680.03150.02340.17310.16880.00630.06740.0002

25、0.07560.19320.22730.20910.00380.00520.04050.02290.30710.33430.00320.05950.00020.07720.20580.25910.21690.00360.00680.03200.02690.14770.10610.00470.06040.00010.07470.22420.22640.23470.00370.00600.03940.02570.10660.11580.00330.05740.00010.07440.20770.21260.20880.00340.00690.03020.02340.27880.21910.0038

26、0.07750.00020.08130.20180.24450.20330.00360.00730.02800.02580.51750.23740.00300.07670.00030.07470.15030.15600.19460.00340.00850.02280.01850.28870.25130.00410.05850.00020.06870.17340.19740.19570.00370.00460.04270.01980.79350.24550.00340.06830.00020.07290.19670.21320.20690.00340.00700.02970.02330.2821

27、0.14870.00350.05950.00020.0722 cwsum=sum(vector,1); a,b=size(vector);for i=1:afor j=1:b%對列求和%矩陣大小,a 為行數(shù),b 為列數(shù)std(i,j)= vector(i,j)/cwsum(j);endend std=CORRCOEF(vector)%計算相關系數(shù)矩陣fprf(特征向量(vec)及特征值(val)：n)vec,val=eig(std)newval=diag(val) ; y,i=sort(newval) ;%求特征值(val)及特征向量(vec)%對特征根進行排序，y 為排序結果，i 為索引fp

28、rf(特征根排序：n) for z=1:length(y)newy(z)=y(length(y)+1-z);endfprf(%gn,newy) rate=y/sum(y);fprf(n 貢獻率：n)newrate=newy/sum(newy) sumrate=0;newi=;for k=length(y):-1:1 sumrate=sumrate+rate(k); newi(length(y)+1-k)=i(k); if sumrate0.85 break;endendfpr fpr%記下累積貢獻率大 85%的特征值的序號放入 newi 中f(主成分數(shù)：%gnn,length(newi); f

29、(主成分載荷：n)for p=1:length(newi) for q=1:length(y)result(q,p)=sqrt(newval(newi(p)*vec(q,newi(p);endenddisp(result)%計算載荷Warning: Could not find an exact (case-sensitive) match for CORRCOEF.C:Program FilesR2011atoolboxdatafuncorrcoef.mis a case-insensitivematch and will be used instead.You can improve th

30、e performance of your code by using exactname matches and we thereforemendt you update yourusage accordingly. Alternatively, you can disable this warning usingwarning(off,This warning will:dispatcher:InexactCaseMatch).e an error in future releases.std =Columns 1 through 131.00000.0235-0.12060.08070.

31、46540.1827-0.1182-0.15280.10850.25900.19920.13050.05090.02351.0000-0.01390.42550.18910.10990.19790.75370.55870.39470.54080.15320.3889-0.1206-0.01391.0000-0.1097-0.2731-0.26700.07060.0044-0.13660.08070.0987-0.12930.2707-0.01420.4255-0.10971.00000.55490.39990.69610.65060.72780.68810.5665-0.06000.35240

32、.18270.1891-0.27310.55491.00000.18840.48340.20410.2977-0.11820.0878-0.15280.36110.28110.18110.20980.15940.1099-0.26700.39990.18841.00000.55580.09180.2080-0.0457-0.20780.28900.69610.19790.07060.48340.55581.00000.28510.47270.23570.02550.42070.10850.75370.00440.65060.20410.09180.28511.00000.85520.64070

33、.83470.21030.42490.25900.5587-0.13660.72780.29770.08780.36110.85521.00000.75460.8951-0.01940.34550.19920.39470.09870.68810.38500.56650.28110.20800.47270.64070.75461.00000.6884-0.04990.13050.5408-0.12930.1811-0.04570.23570.83470.89510.68841.00000.02110.26250.05090.15320.2707-0.06000.2098-0.20780.0255

34、0.2103-0.0194-0.04990.02111.00000.18270.46540.3889-0.01420.35240.15940.28900.42070.42490.34550.38500.26250.18271.00000.5803-0.1898-0.32050.05550.13560.19620.1398-0.0661-0.09900.16280.01860.1049-0.07730.4358-0.3060-0.3831-0.01250.20040.0641-0.0687-0.2857-0.0488-0.1937-0.1483-0.13180.15110.5534-0.2357

35、-0.36390.11180.12770.12880.19280.2074-0.0196-0.10770.20310.15680.0342-0.25780.23580.49410.1317-0.1205-0.2908-0.24080.40350.37410.06350.25990.17930.06180.2040-0.19770.0600-0.5634-0.0202-0.2454-0.2363-0.0711-0.2853-0.33750.0601-0.1773-0.4081-0.13730.3731-0.15310.33060.45530.12860.36380.16550.27320.601

36、10.1972-0.38310.04330.19140.15650.1303-0.1788-0.39210.22120.39910.24410.0853-0.09090.22340.0681-0.14120.21600.07270.0297-0.1147-0.20610.0231-0.26770.0168-0.2351-0.3641-0.2601-0.2029-0.0769-0.1920-0.2006-0.19770.0686-0.3027-0.5183-0.1695-0.3931-0.1356-0.2316-0.0712-0.3456-0.29270.26480.37810.13910.47

37、730.27960.28030.49790.49830.39060.34940.26850.21490.63280.00820.40110.14380.52320.04940.12880.04150.21370.46040.52400.55010.5685-0.0797-0.3173-0.09230.0158-0.1427-0.34850.1645-0.0354-0.0473-0.10700.22870.08240.34680.0158-0.37890.13740.00230.19740.27570.0354-0.25940.04310.47630.54900.30590.6373-0.086

38、1Columns 14 through 260.58030.43580.55340.23580.20400.06000.6011-0.3831-0.36410.26480.0082-0.31730.2287-0.1898-0.3060-0.23570.4941-0.56340.3731-0.17880.0727-0.19770.37810.4011-0.09230.3468-0.32050.0686-0.3831-0.36390.1317-0.0202-0.1531-0.39210.02970.13910.14380.01580.00230.0555-0.30270.1962-0.51830.

39、1398-0.1695-0.0661-0.3931-0.0990-0.13560.1628-0.26010.0186-0.23160.1049-0.0712-0.0773-0.34560.1356-0.29271.0000-0.01250.47730.11180.1288-0.24540.33060.2212-0.11470.5232-0.14270.19740.20040.1928-0.1205-0.23630.45530.3991-0.20610.27960.06410.2803-0.06870.4979-0.28570.4983-0.04880.3906-0.19370.3494-0.1

40、4830.2685-0.13180.1288-0.34850.03540.2074-0.2908-0.07110.12860.24410.02310.0415-0.01960.1645-0.2594-0.2408-0.28530.36380.0853-0.26770.2137-0.03540.0431-0.10770.4035-0.33750.1655-0.09090.01680.4604-0.04730.47630.20310.3741-0.19770.27320.1972-0.23510.5240-0.10700.54900.15680.06350.06010.04330.2234-0.2

41、0290.55010.08240.30590.03420.2599-0.17730.19140.0681-0.07690.5685-0.25780.01580.63730.1793-0.40810.1565-0.1412-0.19200.2149-0.0797-0.3789-0.08610.15110.63280.63600.12770.0618-0.13730.13030.2160-0.20060.04940.13740.27570.86540.06780.10510.25380.11850.8504-0.3171-0.3060-0.12870.1317-0.12770.63601.0000

42、0.5238-0.04310.2557-0.01180.7779-0.2564-0.1782-0.11010.0344-0.09370.00690.86540.52381.0000-0.00280.40910.09380.8165-0.2880-0.2087-0.14790.04700.01970.04550.0678-0.06560.2538-0.04310.0581-0.00281.0000-0.50840.3719-0.05610.11330.2856-0.18980.38200.25570.4091-0.50841.0000-0.69390.3394-0.07740.2345-0.28

43、73-0.05170.2807-0.13930.37190.1185-0.26260.8504-0.01180.09970.77790.0938-0.69391.00000.02190.04220.0776-0.22170.37820.8165-0.05610.33940.02191.0000-0.4022-0.3687-0.3171-0.0554-0.25640.1405-0.12070.0037-0.28800.1133-0.07740.0422-0.40221.00000.6757-0.33340.07390.60670.1779-0.3060-0.1782-0.2087-0.06560

44、.2345-0.2626-0.36870.67571.0000-0.3768-0.11450.69240.10740.0581-0.1287-0.1101-0.1479-0.28730.0997-0.0554-0.3334-0.37680.13171.00000.03440.1376-0.27370.16930.04700.2856-0.05170.07760.14050.0739-0.11450.13761.0000-0.01630.2849-0.1277-0.09370.0197-0.18980.2807-0.2217-0.12070.60670.6924-0.2737-0.01631.0

45、0000.23440.38200.10510.00690.0455-0.13930.37820.00370.17790.10740.16930.28490.23441.0000特征向量(vec)及特征值(val)：vec =Columns 1 through 13-0.13410.0647-0.2555-0.07990.2772-0.01520.2597-0.19510.27250.02370.00550.0665-0.4319-0.0180-0.0568-0.2094-0.00300.10570.09680.08960.1314-0.3169-0.0077-0.0699-0.50700.00

46、480.0385-0.19500.08320.0438-0.0152-0.37000.0180-0.67790.07510.0946-0.0626-0.08610.0631-0.3165-0.0156-0.2034-0.3376-0.0972-0.0143-0.0264-0.22140.0721-0.1657-0.0680-0.03120.1628-0.19080.33330.21290.12580.2039-0.10860.2201-0.17600.03440.36120.1252-0.4141-0.08400.01130.08170.0335-0.45220.21990.1575-0.03

47、67-0.41320.0345-0.17630.05680.1015-0.2681-0.22170.1680-0.3126-0.1866-0.3406-0.01780.00190.1590-0.40630.07230.0099-0.23540.19670.20280.03690.1270-0.1771-0.11950.0473-0.09510.01910.2026-0.1111-0.0978-0.00670.2047-0.0358-0.0299-0.17370.0506-0.0634-0.13040.16030.02760.1129-0.08790.08310.18800.1289-0.283

48、8-0.0258-0.1730-0.1689-0.2369-0.1412-0.08250.0563-0.0011-0.2162-0.1814-0.17620.2706-0.2932-0.0513-0.0617-0.6190-0.2184-0.1169-0.0801-0.0369-0.0046-0.2053-0.0689-0.0949-0.24340.25870.0760-0.0736-0.15240.21530.1505-0.0928-0.0835-0.34940.0516-0.15100.34080.2060-0.12060.0788-0.10000.12870.19620.1980-0.0

49、4700.04630.02700.38500.0234-0.0913-0.13510.6084-0.0244-0.00500.0672-0.21160.1671-0.10520.14660.08580.0095-0.1580-0.0732-0.22420.15950.1031-0.33410.36060.50730.3838-0.04290.3423-0.16890.08010.11520.0893-0.0833-0.00600.07180.26060.03660.0732-0.05960.0110-0.1001-0.05300.1231-0.3614-0.13910.1131-0.13290

50、.1389-0.1122-0.04400.45710.11910.0480-0.1989-0.34910.0185-0.09060.19440.33870.14790.2231-0.2728-0.1473-0.3581-0.08180.04660.1003-0.04120.0166-0.1873-0.0737-0.1131-0.1748-0.03680.14610.13310.5032-0.05730.0442-0.18860.24230.2558-0.1325-0.0587-0.0643-0.10970.4191-0.08400.00730.0425-0.0235-0.0986-0.0455

51、-0.16060.1154-0.33310.19580.0041-0.22470.0129-0.03390.1572-0.2707-0.02390.32150.1172-0.1526-0.04690.0901-0.35540.0691-0.2230-0.1717-0.3618-0.03540.08460.11280.01600.0670-0.07150.0669-0.05600.41220.1061-0.23300.1170-0.05840.1945-0.1278-0.22290.32030.0689-0.04260.3250-0.08110.2944-0.34880.0140-0.2069-

52、0.0526-0.2040-0.0603-0.3450-0.3864-0.2326-0.17750.09650.3165-0.09470.1407-0.2230-0.2968-0.4078-0.22360.09430.3063-0.14770.1112-0.1498-0.17910.1877-0.1747-0.08510.13270.1129-0.13330.2037-0.27870.23080.07050.1888-0.03590.47080.1472-0.0898-0.2612Columns 14 through 260.3535-0.3029-0.3870-0.1554-0.33020.

53、05890.01040.29320.19770.04740.26700.08850.13440.05650.4265-0.00650.1150-0.02000.09850.18830.0805-0.1906-0.19540.01060.06070.14410.1463-0.12190.32170.12110.0780-0.04960.2254-0.1256-0.06040.0113-0.10840.05440.04130.08570.0229-0.10610.3420-0.0065-0.3128-0.3402-0.2140-0.3886-0.3303-0.10960.16900.0709-0.

54、00460.0382-0.0692-0.17940.12090.14990.1623-0.26790.1636-0.0828-0.12250.15560.12060.0380-0.28910.3846-0.1435-0.12120.03970.1039-0.26790.0176-0.1614-0.06290.17300.0528-0.01870.1302-0.22280.0251-0.06910.22770.0427-0.21780.54620.32720.2023-0.07410.03610.0333-0.03530.06760.2423-0.07600.12080.04150.28560.

55、0783-0.2030-0.1567-0.39590.50330.0362-0.0692-0.09250.0228-0.09770.44050.1160-0.2127-0.13810.27980.3326-0.2760-0.1216-0.4749-0.11230.1456-0.39570.0139-0.0635-0.28280.22950.10010.11720.2945-0.10240.16020.22790.02620.11790.15840.28840.08890.0221-0.06930.3062-0.21790.53530.2240-0.10490.1628-0.14930.1926

56、-0.05380.07200.1280-0.0093-0.0858-0.2852-0.16070.0790-0.02770.06260.0669-0.1062-0.20670.25520.0507-0.11460.14910.36340.22270.0692-0.1899-0.17010.3186-0.1724-0.27620.0795-0.14480.0469-0.0596-0.0095-0.1478-0.0847-0.08090.3260-0.07900.32760.1589-0.0615-0.1769-0.1467-0.17500.4678-0.1312-0.0151-0.07390.1

57、7060.16370.23690.15470.0284-0.20990.2813-0.10130.13240.19080.1930-0.3434-0.0157-0.28140.2090-0.02280.3587-0.2619-0.26700.05310.3390-0.0772-0.2235-0.1607-0.0007-0.18340.2178-0.18930.00650.10840.08680.0667-0.1289-0.03380.2087-0.0063-0.5121-0.18580.0725-0.25610.15710.2106-0.13530.24770.20090.1334-0.004

58、5-0.33500.1210-0.1829-0.08960.1595-0.13840.0459-0.03800.1704-0.36690.08180.2330-0.20940.1531-0.2991-0.06340.18010.0765-0.2706-0.0182-0.4601-0.42440.21450.1175-0.2717-0.01490.12760.1060-0.08640.32090.14110.22190.07040.0356-0.26960.01610.57110.2495-0.1682-0.1234-0.18930.1288-0.03940.1121-0.13840.03120

59、.0018-0.26290.1167-0.00520.0955-0.2189-0.4292-0.03460.0008-0.13430.11760.17420.2192-0.1281-0.07690.28620.1809-0.2381-0.1114-0.10910.05980.1741-0.0578-0.0600-0.1291-0.3307-0.1287-0.1881-0.1501-0.1712-0.09150.0264-0.01860.0292-0.3645-0.2342-0.21980.11320.13380.1309-0.20430.3139-0.24590.15670.0627-0.06

60、32-0.1229-0.3041-0.03230.0110-0.1505-0.23860.18490.0126val =Columns 1 through 136.7009004.6485000000000000000000000000002.93030000000002.462700000000000000000000000001.8851000000000001.43070000000000.9848000000000000.9197000000.7557000000000000000000000000000000000000000000000000000.6817000000000000