盛志明聚类分析

1、聚类分析报告 学号：1311020015 姓名：盛智明根据调查得到某地25所学校的数据如下：单位占地面积（m2）建筑面积（m2）教师总数学生总数学校12088562.0542434学校210344.84755761279学校32700410056820学校43967375167990学校55850.246173.25781241学校61803.265224.99721180学校72165239147671学校8383838151041400学校92268801156800学校1098093000901597学校112996388961745学校1228863372651722学校1332000

2、180002002000学校1411842111061432006学校157610531069790学校1620518308671882658学校177860831377852学校18557055791031350学校191960086001081490学校2013351.4787841902580学校219534124461421800学校2242080195001872609学校232000210062332学校2479287024961267学校2526000150001602000试将这些学校分类。解：案例处理摘要a案例有效缺失合计N百分比N百分比N百分比25100.0%0.0%251

3、00.0%a. Euclidean 距离 已使用近似矩阵案例 Euclidean 距离 1:学校1 2:学校2 3:学校3 4:学校4 5:学校5 6:学校6 7:学校7 8:学校8 9:学校9 10:学校10 11:学校11 12:学校12 13:学校13 14:学校14 15:学校15 16:学校16 17:学校17 18:学校18 19:学校19 20:学校20 21:学校21 22:学校22 23:学校23 24:学校24 25:学校25 1:学校1 .0001.765.8331.1011.6811.452.4591.9851.2612.169.7842.0445.5333.6141.

4、1656.5571.5842.0192.9264.6923.4476.478.4871.9974.5902:学校2 1.765.0001.094.790.486.8441.388.8741.234.6161.1231.0283.9461.979.8015.017.865.7301.2783.0901.9154.8071.711.5732.9323:学校3 .8331.094.000.364.887.659.3871.309.5781.530.1571.3794.8722.848.5715.767.9021.2882.2843.9822.6705.815.8061.2423.8964:学校4 1

5、.101.790.364.000.594.428.681.968.7431.177.4011.1134.6042.538.5195.547.823.9572.0093.6402.3875.5411.046.9453.6185:学校5 1.681.486.887.594.000.4421.252.699.912.844.931.9214.0901.976.7364.971.695.5371.5473.1361.8305.0141.578.4343.0826:学校6 1.452.844.659.428.442.0001.010.778.7771.110.730.8814.4922.298.8155

6、.287.897.7671.9843.4082.1325.4341.377.8183.4917:学校7 .4591.388.387.6811.2521.010.0001.611.8701.805.3831.6375.2023.211.8306.1471.2251.6272.5894.3173.0426.138.5961.5994.2348:学校8 1.985.8741.309.968.699.7781.611.0001.469.7171.317.9294.0361.7901.2354.9941.253.3191.6832.7471.6935.0071.847.6673.0629:学校9 1.2

7、611.234.578.743.912.777.8701.469.0001.730.6251.5644.6962.728.7025.418.6911.3462.2323.9552.4885.6591.1291.2103.73610:学校10 2.169.6161.5301.177.8441.1101.805.7171.730.0001.564.8593.8371.7271.3514.9371.409.7211.3152.6621.7674.6632.135.8052.81311:学校11 .7841.123.157.401.931.730.3831.317.6251.564.0001.4814

8、.8532.865.5225.790.8801.2932.2823.9912.6795.818.6851.2483.89412:学校12 2.0441.0281.3791.113.921.8811.637.9291.564.8591.481.0004.4802.1651.5105.2361.5961.0352.0163.1062.1465.2682.1121.1783.42513:学校13 5.5333.9464.8724.6044.0904.4925.2024.0364.6963.8374.8534.480.0002.4754.3942.4224.0723.8232.7132.4272.61

9、11.3825.2833.6881.08514:学校14 3.6141.9792.8482.5381.9762.2983.2111.7902.7281.7272.8652.1652.475.0002.5463.3112.2621.6301.3411.335.4313.4133.4221.6261.52015:学校15 1.165.801.571.519.736.815.8301.235.7021.351.5221.5104.3942.546.0005.424.4811.1061.8183.7152.3715.3491.008.9373.44616:学校16 6.5575.0175.7675.5

10、474.9715.2876.1474.9945.4184.9375.7905.2362.4223.3115.424.0004.9964.7734.0583.3283.3202.6716.3184.6532.65517:学校17 1.584.865.902.823.695.8971.2251.253.6911.409.8801.5964.0722.262.4814.996.0001.0251.6133.5022.0395.0551.366.7583.13418:学校18 2.019.7301.288.957.537.7671.627.3191.346.7211.2931.0353.8231.63

11、01.1064.7731.025.0001.4442.7021.4994.8041.851.3642.84419:学校19 2.9261.2782.2842.0091.5471.9842.5891.6832.2321.3152.2822.0162.7131.3411.8184.0581.6131.444.0002.4071.3973.5582.7781.2221.71920:学校20 4.6923.0903.9823.6403.1363.4084.3172.7473.9552.6623.9913.1062.4271.3353.7153.3283.5022.7022.407.0001.6573.

12、1904.5092.8011.86021:学校21 3.4471.9152.6702.3871.8302.1323.0421.6932.4881.7672.6792.1462.611.4312.3713.3202.0391.4991.3971.657.0003.6403.2181.4721.69922:学校22 6.4784.8075.8155.5415.0145.4346.1385.0075.6594.6635.8185.2681.3823.4135.3492.6715.0554.8043.5583.1903.640.0006.2994.6571.99723:学校23 .4871.711.8

13、061.0461.5781.377.5961.8471.1292.135.6852.1125.2833.4221.0086.3181.3661.8512.7784.5093.2186.299.0001.8214.38224:学校24 1.997.5731.242.945.434.8181.599.6671.210.8051.2481.1783.6881.626.9374.653.758.3641.2222.8011.4724.6571.821.0002.70225:学校25 4.5902.9323.8963.6183.0823.4914.2343.0623.7362.8133.8943.425

14、1.0851.5203.4462.6553.1342.8441.7191.8601.6991.9974.3822.702.000这是一个不相似矩阵聚类表阶群集组合系数首次出现阶群集下一阶群集 1群集 2群集 1群集 21311.07900102818.2380012346.452001141421.66800175524.8850086171.114009715171.35500158251.635051391231.920602010392.295101111342.71910315128103.145201313283.627812161413254.1690018153154.73111

15、720162125.358130221714196.19840191813227.144140211914208.2301702320139.3999152221131610.96518023221213.62920162423131416.6372119242411328.03222230群集成员案例5 群集4 群集3 群集2 群集1:学校1 11112:学校2 22113:学校3 11114:学校4 11115:学校5 22116:学校6 11117:学校7 11118:学校8 22119:学校9 111110:学校10 221111:学校11 111112:学校12 221113:学校1

16、3 332214:学校14 443215:学校15 111116:学校16 532217:学校17 111118:学校18 221119:学校19 443220:学校20 443221:学校21 443222:学校22 332223:学校23 111124:学校24 221125:学校25 3322* * * * * * * * * * * * * * * * * * * H I E R A R C H I C A L C L U S T E R A N A L Y S I S * * * * * * * * * * * * * * * * * * * Dendrogram using Ward Method Rescaled Distance Cluster Combine C A S E 0 5 10 15 20 25 Label Num +-+-+-+-+-+ 学校3 3 -+ 学校11 11 -+ 学校9 9 -+-+ 学校4 4 -+ +-+ 学校6 6 -+ | | 学校15 15 -+-+ +-+ 学校17 17 -+ | | 学