In-Class Exercise 11: Spatial Interaction Models

Aim & Description

Look at flow of people from one planning subzone to another -> will need to convert location from the bus stop level to the subzone level.

Will be using data from LTA Datamall API

Imports

Packages

pacman::p_load(tmap, sf, sp, caret, stplanr, reshape2, broom, tidyverse)

Data

# Import OD data
odbus <- read.csv("data/aspatial/origin_destination_bus_202210.csv")

busstop <- st_read(dsn = "data/geospatial", layer = "BusStop") %>%
  st_transform(crs = 3414)

Reading layer `BusStop' from data source 
  `/Users/michelle/Desktop/IS415/shelle-mim/IS415-GAA/In-class_Exercise/Wk12/data/geospatial' 
  using driver `ESRI Shapefile'
Simple feature collection with 5159 features and 3 fields
Geometry type: POINT
Dimension:     XY
Bounding box:  xmin: 3970.122 ymin: 26482.1 xmax: 48284.56 ymax: 52983.82
Projected CRS: SVY21

mpsz <- st_read(dsn = "data/geospatial", layer = "MPSZ-2019") %>%
  st_transform(crs = 3414)

Reading layer `MPSZ-2019' from data source 
  `/Users/michelle/Desktop/IS415/shelle-mim/IS415-GAA/In-class_Exercise/Wk12/data/geospatial' 
  using driver `ESRI Shapefile'
Simple feature collection with 332 features and 6 fields
Geometry type: MULTIPOLYGON
Dimension:     XY
Bounding box:  xmin: 103.6057 ymin: 1.158699 xmax: 104.0885 ymax: 1.470775
Geodetic CRS:  WGS 84

pop <- read_csv("data/aspatial/pop.csv")

pop <- pop %>% 
  left_join(mpsz, by = c("PA" = "PLN_AREA_N", "SZ" = "SUBZONE_N")) %>%
  select(1:6) %>%
  rename(SZ_NAME = SZ, SZ = SUBZONE_C)

Data Wrangling

Transforming

Since our origin and dest codes are numerical, change to factor (numerical + ordering, so there it is ordinal)

odbus$ORIGIN_PT_CODE <- as.factor(odbus$ORIGIN_PT_CODE)
odbus$DESTINATION_PT_CODE <- as.factor(odbus$DESTINATION_PT_CODE)

Extracting study data

Extract only the weekday data during peak hours.

odbus7_9 <- odbus %>% 
  filter(DAY_TYPE == "WEEKDAY") %>%
  filter(TIME_PER_HOUR >= 7 & TIME_PER_HOUR <=9) %>%
  group_by(ORIGIN_PT_CODE, DESTINATION_PT_CODE) %>%
  summarise(TRIPS = sum(TOTAL_TRIPS))

Now we can write out to RDS.

# write_rds(odbus7_9, "data/rds/odbus7_9.rds")
odbus7_9 <- read_rds("data/rds/odbus7_9.rds")

Combine bus stop data with MPSZ

So we can get the subzone each bus stop is in.

busstop_mpsz <- st_intersection(busstop, mpsz) %>% 
  select(BUS_STOP_N, SUBZONE_C) %>%
  st_drop_geometry()

However, we can see there are fewer data points in busstop_mpsz than our busstop dataset. This is because these 5 bus stops are on the causeway / in JB, and lie outside Singapore.

Now, we can append the subzone code to out odbus7_9 df

od_data <- left_join(odbus7_9, busstop_mpsz, by = c("ORIGIN_PT_CODE" = "BUS_STOP_N")) %>%
  rename(ORIGIN_BS = ORIGIN_PT_CODE,
         ORIGIN_SZ = SUBZONE_C,
         DESTIN_BS = DESTINATION_PT_CODE)

Check for duplicate

duplicate <- od_data %>%
  group_by_all() %>%
  filter(n() > 1) %>%
  ungroup()

od_data <- unique(od_data)

od_data <- left_join(od_data, busstop_mpsz, by = c("DESTIN_BS" = "BUS_STOP_N")) %>%
  rename(DESTIN_SZ = SUBZONE_C) %>%
  drop_na()

duplicate <- od_data %>%
  group_by_all() %>%
  filter(n() > 1) %>%
  ungroup()

od_data <- unique(od_data)

# write_rds(od_data, "data/rds/od_data.rds")
od_data <- read_rds("data/rds/od_data.rds")

Visualising the Data

tmap_mode("view")
qtm(mpsz) + tmap_options(check.and.fix = TRUE)

Computing Distance Matrix

mpsz <- mpsz[order(mpsz$SUBZONE_C),]
head(mpsz,10)

Simple feature collection with 10 features and 6 fields
Geometry type: MULTIPOLYGON
Dimension:     XY
Bounding box:  xmin: 26154.57 ymin: 37511.2 xmax: 31072.47 ymax: 41804.65
Projected CRS: SVY21 / Singapore TM
                 SUBZONE_N SUBZONE_C PLN_AREA_N PLN_AREA_C          REGION_N
171 ANG MO KIO TOWN CENTRE    AMSZ01 ANG MO KIO         AM NORTH-EAST REGION
170              CHENG SAN    AMSZ02 ANG MO KIO         AM NORTH-EAST REGION
163             CHONG BOON    AMSZ03 ANG MO KIO         AM NORTH-EAST REGION
330             TOWNSVILLE    AMSZ04 ANG MO KIO         AM NORTH-EAST REGION
329             SHANGRI-LA    AMSZ05 ANG MO KIO         AM NORTH-EAST REGION
172            KEBUN BAHRU    AMSZ06 ANG MO KIO         AM NORTH-EAST REGION
233        SEMBAWANG HILLS    AMSZ07 ANG MO KIO         AM NORTH-EAST REGION
254                 TAGORE    AMSZ08 ANG MO KIO         AM NORTH-EAST REGION
242      YIO CHU KANG WEST    AMSZ09 ANG MO KIO         AM NORTH-EAST REGION
252           YIO CHU KANG    AMSZ10 ANG MO KIO         AM NORTH-EAST REGION
    REGION_C                       geometry
171      NER MULTIPOLYGON (((29692.8 389...
170      NER MULTIPOLYGON (((30384.33 39...
163      NER MULTIPOLYGON (((30676.17 39...
330      NER MULTIPOLYGON (((29649.88 38...
329      NER MULTIPOLYGON (((28228.2 392...
172      NER MULTIPOLYGON (((28491.21 39...
233      NER MULTIPOLYGON (((27744.03 38...
254      NER MULTIPOLYGON (((27193.46 41...
242      NER MULTIPOLYGON (((29269.91 39...
252      NER MULTIPOLYGON (((29598.36 39...

mpsz_sp <- as(mpsz, "Spatial")

Use centroid of polygons to construct O/D matrix

dist <- spDists(mpsz_sp)
dist

             [,1]       [,2]       [,3]       [,4]       [,5]       [,6]
  [1,]     0.0000   810.4491  1360.9294   840.4432  1076.7916   805.2979
  [2,]   810.4491     0.0000   950.2937  1026.5876  1824.4762  1614.1685
  [3,]  1360.9294   950.2937     0.0000   808.0902  1964.0592  2054.9415
  [4,]   840.4432  1026.5876   808.0902     0.0000  1158.4844  1333.1830
  [5,]  1076.7916  1824.4762  1964.0592  1158.4844     0.0000   622.4937
  [6,]   805.2979  1614.1685  2054.9415  1333.1830   622.4937     0.0000
  [7,]  1798.7526  2605.6731  3000.9794  2225.8203  1129.7588   993.8743
  [8,]  2576.0199  3262.5102  3930.9327  3262.9237  2364.0657  1936.2060
  [9,]  1204.2846  1826.5339  2559.4558  1994.3832  1483.3776   865.5847
 [10,]  1417.8035  1666.7932  2576.9859  2249.6458  2136.3212  1532.0596
 [11,]  2314.4079  2456.2816  3398.8011  3139.4506  2996.7842  2378.2440
 [12,]  1391.6814  1191.8466  2138.4562  2076.7268  2392.6144  1891.3827
 [13,]  8104.3859  7414.0855  6786.6551  7554.1127  8692.8600  8840.8033
 [14,]  9560.6853  8813.4100  8309.1216  9105.5011 10262.1396 10334.4321
 [15,]  9314.2419  8656.6112  7972.9202  8714.1575  9830.4562 10024.8185
 [16,] 10976.0317 10246.0946  9694.7222 10480.2387 11630.5963 11737.0937
 [17,] 10403.7129  9774.3077  9050.4170  9767.4308 10860.3857 11090.9497
 [18,] 12269.1099 11553.7031 10968.4772 11743.6464 12886.2491 13018.9751
 [19,] 11548.0381 10929.0964 10191.6324 10897.9040 11978.9777 12225.2424
 [20,] 13073.1213 12373.9354 11756.0527 12519.6563 13652.6008 13810.4949
 [21,]  9949.6028 10759.2551 10940.0593 10136.2272  9006.3029  9152.2187
 [22,] 11052.3766 11858.4052 11981.2735 11184.8055 10076.0348 10263.8083
 [23,] 11795.7587 12595.4393 12662.4639 11876.1156 10792.1566 11018.8332
 [24,] 10525.3228 11322.1816 11375.3740 10591.2336  9513.9310  9753.6141
 [25,]  9416.6667 10210.7548 10252.7078  9470.2665  8398.7002  8650.1246
 [26,] 11967.9319 12756.0142 12756.1944 11985.4791 10936.9110 11209.5908
 [27,] 11072.4207 11857.9505 11849.3051 11080.4189 10037.2195 10318.4295
 [28,] 10273.2942 11057.5574 11046.5255 10277.7396  9236.2112  9521.7442
 [29,] 10474.8957 11239.9019 11153.2860 10407.8093  9416.1242  9751.3886
 [30,] 16171.4953 16938.8636 16843.1431 16103.8971 15114.8260 15441.0269
 [31,] 16558.7891 17314.0167 17177.0853 16453.3364 15493.6728 15844.4292
 [32,] 17603.1691 18344.2287 18163.4471 17458.1317 16531.7192 16906.7537
 [33,] 18960.1183 19709.7170 19551.3983 18836.9971 17892.1716 18252.1153
 [34,] 12086.8840 12353.0241 11557.1008 11370.6496 11318.9938 11941.2778
 [35,] 10515.3295 10779.5389  9986.4682  9797.0876  9756.9557 10379.4283
 [36,]  9975.4101 10266.4469  9494.5914  9273.4668  9192.2042  9814.2178
 [37,] 10061.3279 10265.1612  9434.1597  9309.5631  9370.7395  9991.2927
 [38,] 10377.1555 10507.7624  9635.9709  9592.7685  9766.8216 10380.2093
 [39,]  9377.2876  9657.6250  8880.1610  8668.1377  8609.0259  9231.4351
 [40,] 10298.1342 10644.6835  9915.7680  9634.7395  9457.4854 10075.3133
 [41,]  9867.5152 10115.1666  9312.8185  9139.1519  9130.6205  9752.9606
 [42,]  9367.3871  9552.2861  8712.1881  8605.8029  8703.1459  9321.6304
 [43,]  9977.6957 10142.6675  9289.5803  9207.4463  9331.1113  9948.2328
 [44,] 10661.9504 10849.8023 10007.7803  9902.7629  9985.0649 10604.8615
 [45,] 10879.7844 11216.3106 10476.9568 10209.3350 10046.2973 10664.7512
 [46,] 11435.6268 11753.4777 10997.3861 10752.2901 10618.1743 11238.0090
 [47,] 10947.2482 11185.8132 10374.1776 10214.4779 10213.6103 10835.9508
 [48,] 11193.8967 11394.4838 10558.6254 10441.2675 10499.8766 11120.8191
 [49,] 10879.3124 10989.9362 10107.7299 10087.6444 10288.5333 10899.6800
 [50,] 11935.5158 12032.2666 11142.2787 11139.4844 11354.2984 11964.5780
 [51,]  9716.5734 10519.1675 10859.8050 10054.1488  8895.9848  8912.6816
 [52,]  9087.5768  9888.8790 10240.7072  9436.1392  8277.6748  8284.3513
 [53,]  8524.9885  9327.2313  9674.4220  8869.6707  7711.2272  7721.3231
 [54,]  8084.8061  8894.2615  9165.0393  8356.9648  7204.7101  7280.1028
 [55,]  8973.2058  9783.2850 10033.4525  9225.5509  8077.4541  8169.3379
 [56,]  8334.4545  9143.3415  9315.7967  8512.1438  7383.7643  7539.6255
 [57,]  7970.1780  8752.2263  8744.7440  7972.8956  6930.1813  7224.2757
 [58,]  2324.4012  2942.2950  2699.6825  1991.1001  1327.4116  1928.7195
 [59,]  2046.8726  2273.5440  1623.1239  1279.4974  1669.7507  2192.8808
 [60,]  2629.3986  2534.0102  1623.5669  1790.1516  2583.5573  3009.9704
 [61,]  9220.4482  9959.8820  9802.2621  9082.2258  8147.8736  8534.3827
 [62,]  7030.0749  7737.4470  7518.4203  6822.2326  5953.4210  6394.7708
 [63,]  8647.3890  9313.6487  8995.7560  8353.7317  7577.9358  8059.6631
 [64,]  9598.3265 10223.8918  9827.8710  9235.4019  8543.9852  9058.0748
 [65,]  6133.7710  6722.1077  6299.6279  5721.2850  5107.6651  5662.4262
 [66,]  7254.4029  7834.9742  7387.5413  6829.0313  6229.4238  6782.4600
 [67,]  8300.5446  8858.5703  8369.9523  7844.1919  7287.6737  7848.8413
 [68,]  7731.0544  8238.3344  7688.7090  7214.4015  6758.1953  7343.9939
 [69,] 20469.1150 19685.7051 19286.8600 20092.6057 21250.6556 21263.8230
 [70,]  5094.6648  5903.0487  6213.1365  5407.4909  4249.2840  4289.4306
 [71,] 15226.9174 14424.2783 14409.8765 15171.2640 16229.0135 16013.1602
 [72,] 14589.5894 13779.4419 13604.6882 14400.1216 15518.2603 15393.4255
 [73,] 17391.6597 16591.8633 16284.0383 17091.7656 18240.7997 18195.0678
 [74,] 10278.4607 11086.0282 11378.2996 10570.3753  9416.2394  9473.1630
 [75,] 11172.1531 11982.4587 12215.1044 11408.0055 10264.7835 10368.9156
 [76,] 11119.6619 11925.1632 12237.6088 11430.1709 10274.1025 10314.6595
 [77,] 12061.4041 12870.7933 13129.5283 12321.6532 11173.4023 11256.6522
 [78,] 11364.1527 12161.6795 12531.2193 11727.5741 10569.1105 10562.8975
 [79,] 11428.3807 12212.1828 12645.7531 11850.7514 10696.7318 10636.7004
 [80,] 11042.8570 11784.1571 11622.2640 10905.6664  9971.1015 10351.3530
 [81,] 10102.1985 10804.8648 10552.2301  9876.4556  9025.6172  9463.2426
 [82,] 11480.8677 12191.2774 11949.6317 11269.5035 10404.0844 10829.3045
 [83,] 10752.4560 11428.2898 11116.4470 10472.9735  9679.7377 10146.2700
 [84,] 11967.6906 12663.0346 12385.9920 11724.2984 10891.5842 11334.5468
 [85,] 11483.7140 12147.1759 11808.2873 11181.0991 10413.9909 10891.3307
 [86,] 11575.7346 12195.1497 11779.3045 11201.6218 10522.7104 11036.8624
 [87,] 12130.4828 12759.8395 12358.1279 11771.1298 11072.7249 11578.3089
 [88,] 12518.6917 13188.5970 12857.9429 12226.5124 11447.0082 11916.3504
 [89,]  8205.4101  8137.7543  7200.6560  7369.2883  7859.7077  8418.9313
 [90,]  8911.0125  8877.4388  7947.2944  8079.9177  8512.7482  9086.1634
 [91,]  9062.1303  8963.4010  8019.9469  8223.4895  8745.3186  9298.0198
 [92,]  9676.6678  9687.3795  8768.7372  8854.6215  9215.0599  9803.4088
 [93,]  9857.7041  9846.5819  8921.2181  9031.1532  9421.3554 10004.4822
 [94,]  9682.8365  9637.1494  8703.2052  8850.2501  9291.4512  9864.0754
 [95,] 10323.2341 10357.5468  9445.7437  9507.3119  9827.0643 10422.7417
 [96,] 10410.5829 10418.2879  9497.7455  9588.2776  9946.1232 10535.6497
 [97,] 10713.5576 10745.9679  9832.9838  9897.3641 10216.6035 10812.6856
 [98,] 10958.4242 11008.5832 10101.5086 10147.1658 10438.3130 11038.7084
 [99,] 10754.4873 10731.9260  9802.5539  9926.1956 10324.5969 10907.0428
[100,]  9974.9026  9895.5215  8954.5717  9138.2072  9623.4559 10186.4353
[101,]  8348.5066  8192.7954  7243.6330  7508.1326  8115.6856  8642.8230
[102,]  6128.6807  5733.3259  4820.5869  5343.4700  6270.8278  6650.9864
[103,]  6592.2535  6093.3233  5240.3700  5861.2070  6877.3804  7192.3734
[104,]  7310.3234  6712.9654  5951.6199  6654.0360  7740.5236  7981.4398
[105,]  7637.4522  7230.3717  6324.8383  6852.0282  7766.2727  8156.7485
[106,]  8426.4952  7892.4774  7068.4122  7711.7291  8738.7164  9044.4261
[107,]  4980.7458  4172.1207  4029.7476  4807.9721  5908.9725  5785.7909
[108,]  5731.2540  4922.1449  4773.8224  5556.0542  6660.2305  6536.1165
[109,]  5639.9427  4832.3123  4830.1810  5575.0758  6627.9389  6435.5903
[110,]  4348.3345  3538.2645  3517.2544  4260.5058  5320.5186  5149.0636
[111,]  3957.5535  3176.5206  3415.4730  4055.9681  5000.9900  4726.6466
[112,]  3922.8995  3150.1988  2789.1841  3594.3412  4738.9837  4716.7676
[113,]  4766.3449  4021.8766  3541.5135  4347.2533  5505.2099  5544.1998
[114,]  5559.2079  4915.4819  4217.9602  4967.4697  6096.9964  6271.2336
[115,]  5926.8208  5188.7129  4677.0730  5477.2175  6635.3583  6698.6446
[116,]  6377.9900  5568.5709  5417.2391  6201.7814  7307.8274  7182.6781
[117,] 13094.0225 13884.9229 13895.8353 13122.8924 12068.0996 12330.9139
[118,] 12537.8565 13314.9712 13265.1278 12509.0503 11490.9172 11795.4680
[119,] 11867.1679 12633.4910 12545.7199 11801.6389 10809.5252 11140.5469
[120,] 13774.5710 14549.6484 14488.1415 13736.3670 12725.2925 13034.4535
[121,] 13068.9842 13824.5788 13697.3832 12968.3223 12003.9171 12356.1981
[122,] 12390.8276 13149.9061 13035.9968 12301.5580 11327.8673 11673.8279
[123,] 12127.3144 12863.7076 12684.0692 11975.7463 11054.1180 11441.0349
[124,] 14398.2824 15138.8414 14963.5670 14254.6342 13326.5157 13704.4524
[125,] 13193.9203 13905.2876 13659.6368 12982.5796 12117.1703 12538.7741
[126,] 15984.6364 16708.6978 16486.2476 15799.2353 14909.0351 15310.8337
[127,] 14088.4174 14773.4482 14467.8215 13822.8619 13013.4765 13465.1222
[128,] 15662.2893 16466.4109 16559.0435 15769.0562 14673.9883 14876.8227
[129,] 15388.2589 16183.0442 16209.8967 15433.8515 14370.3357 14618.5050
[130,] 14220.5408 15017.7200 15061.6001 14281.1752 13208.8587 13447.2084
[131,] 14605.7518 15381.5686 15320.8587 14569.1946 13557.2768 13864.2182
[132,] 15445.8740 16226.0054 16180.9998 15424.7301 14402.5480 14697.9039
[133,] 17188.3838 17969.4995 17925.3533 17169.3950 16146.2835 16438.4989
[134,] 18693.9786 19483.0364 19473.3493 18707.7176 17664.0018 17932.3009
[135,] 17193.9725 17990.5009 18024.5720 17247.3041 16180.0455 16421.1561
[136,] 16504.2683 17294.7408 17295.7884 16526.6550 15477.0770 15740.9014
[137,]  5836.7238  5651.7979  4702.0175  4998.6408  5694.9263  6185.6386
[138,]  6226.3856  5926.9343  4985.4327  5407.3829  6230.3510  6668.5692
[139,]  7001.0497  6707.9364  5766.0588  6178.7895  6978.4889  7429.5152
[140,]  7614.4628  7367.3751  6419.5252  6782.2203  7516.6487  7997.2314
[141,]  8613.0624  8336.4315  7392.8686  7785.0892  8540.8325  9014.1984
[142,]  6985.4684  6866.3673  5921.7530  6145.2977  6727.5853  7259.5365
[143,]  6552.8159  6548.0391  5631.3554  5724.8664  6156.2567  6725.3044
[144,]  6814.4005  6606.5852  5656.3424  5977.6856  6678.5777  7170.4913
[145,]  7757.2076  7604.6393  6655.9051  6916.8315  7529.3261  8053.8154
[146,] 15568.1855 16312.7516 16857.6336 16087.6111 14957.2810 14808.0220
[147,]  8585.4369  9257.2688  9935.5202  9232.7403  8196.4978  7901.5734
[148,]  7058.7194  7526.8280  8385.3016  7855.8985  7090.1380  6597.0494
[149,]  6421.1566  6773.5581  7683.1059  7251.5354  6645.8798  6089.6889
[150,]  9740.0786  9529.2280  8579.4567  8902.1904  9564.0677 10075.2638
[151,]  9289.8060  8879.2565  7976.7916  8502.1592  9401.7477  9802.7988
[152,]  9520.6902  9010.9465  8167.9481  8785.7997  9782.5815 10115.1032
[153,] 10274.2375  9755.1279  8919.5884  9543.8142 10544.4772 10873.9323
[154,] 10615.7646 10104.1681  9262.9848  9879.6407 10871.2349 11208.3283
[155,]  9853.6628  9529.6082  8596.6934  9035.4041  9833.6912 10289.4335
[156,] 10411.9724 10273.6683  9325.1437  9571.6952 10132.7344 10676.4987
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[230,]  8087.1099  8288.8832  7463.8956  7332.4814  7416.1277  8034.6723
[231,]  8395.0615  8563.4898  7717.3972  7624.9147  7758.7933  8374.1758
[232,]  8395.2459  8495.1501  7613.8725  7597.7414  7839.3079  8443.8809
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[248,]  4129.6696  3519.2559  4130.8415  4538.9126  5199.4548  4755.8615
[249,]  3105.2363  2716.8774  3556.5571  3715.3385  4108.6625  3580.3895
[250,]  2476.4590  1810.6197  2435.5303  2824.3397  3553.1456  3175.8588
[251,]  2009.5039  1208.5559  1542.7300  2090.9630  3029.3236  2802.5019
[252,]  2962.4039  2154.5073  2268.3151  2946.5524  3958.0603  3759.9961
[253,]  2471.8846  1781.3052  1236.8799  2044.9299  3198.8955  3235.9404
[254,]  3248.5405  2866.6396  1938.8570  2485.7803  3504.8663  3813.5626
[255,]  3494.1066  2921.2580  2136.5990  2865.4039  3991.9882  4179.1042
[256,]  4440.2813  3857.9859  3082.0021  3798.4896  4909.9476  5119.1544
[257,] 13739.9162 13868.8607 12990.9827 12956.6576 13113.3129 13729.4470
[258,] 16488.8635 16474.7959 15544.2161 15663.8678 16019.4702 16612.7398
[259,] 11878.6902 12554.7381 13225.4091 12512.6960 11456.0135 11184.5938
[260,] 10571.9398 11291.8149 11892.0277 11146.2248 10047.6642  9837.3154
[261,]  9809.8433 10585.8268 11050.6101 10262.7341  9115.2486  9024.9012
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[263,] 12903.6317 13612.0196 14231.2350 13491.3395 12398.1546 12177.6722
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[267,]  5569.6264  5045.1700  5726.5253  6071.7510  6609.2715  6103.7352
[268,]  8226.6487  8283.5661  9231.6695  9050.6694  8795.0329  8177.8090
[269,]  9020.3964  9021.7172  9963.0688  9832.4627  9640.6942  9020.0294
[270,]  6904.8955  6832.9355  7762.9411  7692.6564  7620.5658  6998.8089
[271,]  8079.7418  7923.2042  8826.1187  8836.2506  8860.5978  8242.8864
[272,]  9075.1278  9201.3105  8330.5663  8287.9668  8480.8578  9091.5610
[273,]  9199.8987  9251.2936  8347.5883  8387.8384  8693.3717  9290.1174
[274,]  9445.9919  9461.5469  8544.7982  8624.9084  8980.6976  9569.6013
[275,] 11303.9702 11231.3404 10290.7738 10468.3875 10932.7220 11501.8821
[276,] 12814.5144 13624.9346 13829.1920 13024.0407 11888.5922 12013.2655
[277,] 14381.4379 15189.3952 15327.1316 14529.5167 13416.0299 13588.2920
[278,] 12603.6197 13411.8489 13557.6565 12758.4976 11641.5443 11809.9698
[279,] 11627.1984 12436.8422 12611.8383 11809.0346 10681.7736 10829.7150
[280,] 13266.8704 14071.3733 14172.6052 13380.4118 12281.2240 12480.9800
[281,] 12704.4998 13503.4261 13562.5557 12778.2276 11698.2163 11928.6235
[282,] 10287.4897  9478.7687  9281.0197 10077.9677 11200.8580 11092.5406
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[286,] 14403.9798 13640.6249 13174.4885 13974.2053 15131.9552 15186.5624
[287,]  6976.7709  7300.9507  6572.1381  6294.7148  6183.8832  6806.0105
[288,]  8770.3104  9038.6197  8255.0449  8053.2459  8019.3670  8641.8330
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[301,]  5290.8024  4874.4549  3969.4535  4520.1970  5487.1116  5839.3779
             [,7]      [,8]       [,9]      [,10]      [,11]      [,12]
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  [7,]     0.0000  1363.918  1263.9466  2104.5066  2759.3334  2698.1147
  [8,]  1363.9178     0.000  1440.6200  2002.5564  2197.4387  2812.8752
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 [11,]  2759.3334  2197.439  1567.6410   899.9928     0.0000  1344.9861
 [12,]  2698.1147  2812.875  1503.4783   824.3464  1344.9861     0.0000
 [13,]  9779.0148 10667.611  9239.3442  8952.7890  9486.9861  8192.4898
 [14,] 11305.1442 12069.130 10628.5300 10232.1386 10650.1744  9430.8655
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 [17,] 11978.8819 12979.418 11578.7729 11373.8819 11966.3314 10646.3224
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 [38,] 10512.3452 11861.149 11245.7844 11776.5730 12675.8874 11659.9386
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 [42,]  9403.7364 10743.119 10186.1659 10750.8133 11647.0792 10681.6900
 [43,] 10044.3761 11386.104 10813.3606 11367.2028 12264.7653 11281.2184
 [44,] 10661.5334 11992.155 11468.4394 12042.1720 12937.4709 11978.8483
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 [46,] 11113.2110 12370.917 12078.3736 12743.8244 13614.9261 12808.0685
 [47,] 10823.4148 12131.148 11693.7302 12304.3003 13192.8067 12289.6095
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 [49,] 11048.8140 12400.254 11765.0232 12283.2995 13183.1166 12149.2717
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 [57,]  6344.2887  6723.656  7579.7928  8407.6941  8878.8985  9042.2595
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            [,20]     [,21]      [,22]      [,23]      [,24]     [,25]
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            [,26]      [,27]      [,28]      [,29]      [,30]      [,31]
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            [,38]      [,39]      [,40]      [,41]      [,42]      [,43]
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 [73,] 19937.3475 20989.9271 22281.4969 20942.6831 19997.6704 20109.9400
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[159,]  2462.0667  3277.4249  4541.5715  3182.8524  2237.8857  2432.2591
[160,] 27512.8198 28320.0958 29621.3771 28357.7818 27421.3152 27615.9022
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            [,44]      [,45]      [,46]      [,47]      [,48]      [,49]
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[185,] 17853.4889 18850.0260 19286.4677 18402.6710 18419.7209 17594.8138
[186,] 15163.8569 16473.1362 16828.4088 15797.8399 15715.8292 14734.8853
[187,] 13714.9975 15173.4580 15481.9743 14386.2680 14253.1397 13200.9516
[188,] 13963.0112 15150.2535 15536.8100 14561.8771 14523.4801 13615.6930
[189,] 11225.2875 12499.0190 12858.0355 11843.5031 11782.2142 10848.8192
[190,] 12811.8871 14154.4163 14497.0018 13451.7518 13362.4957 12377.8176
[191,] 17261.3398 15140.4394 15379.9390 16567.9398 17123.2722 18326.4148
[192,] 18110.8091 15977.1226 16163.9273 17391.9270 17928.9338 19168.4285
[193,] 16262.0590 14133.4793 14350.6542 15556.6933 16104.5941 17324.5395
[194,] 17232.2614 15099.7044 15242.2292 16495.7976 17015.1226 18278.7887
[195,] 18623.7362 16495.1037 16616.8014 17880.3949 18390.4402 19663.7888
[196,] 16625.7648 17824.0377 18210.9529 17231.0680 17184.6962 16255.9894
[197,] 16768.8809 18126.2386 18469.2710 17417.1577 17315.9179 16302.3973
[198,] 16954.9058 18420.0876 18729.8024 17630.7403 17490.1242 16420.5666
[199,] 18104.9074 19547.5223 19865.4557 18775.9329 18642.2951 17580.4029
[200,] 17780.9317 19329.6204 19611.5724 18477.3774 18304.0991 17190.5138
[201,] 19329.4317 20871.0660 21156.5500 20025.0385 19852.8830 18738.8027
[202,] 19039.7504 20654.1012 20912.6959 19751.7252 19551.2661 18403.2228
[203,] 17869.2638 19516.7758 19761.7580 18587.9447 18375.2165 17214.2643
[204,]  5714.0861  3946.0400  4474.9885  5218.5820  5805.2220  6734.6462
[205,]  4946.2941  3305.2631  3874.1097  4495.4272  5075.2027  5949.3040
[206,]  4241.5158  2692.0431  3284.8170  3813.5264  4387.8396  5238.6905
[207,]  4217.9467  2444.9571  2998.4225  3703.2165  4290.6921  5253.4810
[208,]  2983.7133  1659.4093  2275.8024  2585.5442  3148.6579  3983.5550
[209,]  3162.4973  1378.2990  1963.1272  2617.2470  3206.0676  4213.7568
[210,]  3358.5672  1279.7208  1718.0735  2697.2778  3277.2192  4424.9251
[211,]  4613.3484  2645.2292  3114.3335  4018.4015  4607.2475  5671.8813
[212,]  6669.5179  4750.5235  5211.7230  6109.0837  6698.9982  7714.3076
[213,]  6021.1704  4018.6136  4439.1202  5414.5769  6001.5349  7080.4584
[214,]  5973.0303  3866.7839  4178.4422  5296.5108  5865.9071  7039.1774
[215,]  3942.1410  1807.9028  2041.4314  3220.8153  3769.2758  4996.4312
[216,]  5337.3355  3204.3456  3387.1863  4607.9187  5144.5524  6388.0090
[217,]  3644.1919  1634.3833  1590.8539  2877.9669  3360.3736  4650.0791
[218,]  5761.3212  3718.7267  3702.4599  4993.5189  5459.7968  6758.4032
[219,]  4368.5390  5682.4474  5997.2924  4963.5313  4932.6681  4155.2045
[220,]  4325.5864  5745.4145  6030.9887  4953.2574  4884.1543  4035.6907
[221,]  4450.1802  5952.7023  6215.2351  5104.1206  5001.3492  4086.9938
[222,]  4397.4768  5959.2151  6202.7115  5068.2877  4942.4562  3989.2508
[223,]  4465.5766  6106.7344  6324.1677  5159.2658  4999.1638  3986.0612
[224,]  3873.1188  5169.8075  5482.7669  4455.5240  4438.9285  3712.6870
[225,]  3482.0921  4879.3476  5160.1751  4090.9827  4045.2491  3283.5892
[226,]  3616.7965  5076.1869  5341.8441  4247.8851  4175.6730  3354.0506
[227,]  3732.3041  5233.6121  5488.6392  4378.1307  4287.2595  3423.9628
[228,]  3700.3089  5307.4915  5529.1639  4377.8318  4244.0119  3303.2108
[229,]  2584.1031  2990.0517  3439.2262  2793.1054  3075.2652  3130.9298
[230,]  2575.4978  3317.5328  3714.0470  2915.7307  3108.8192  2955.2541
[231,]  2290.5997  3328.2429  3659.8998  2730.3720  2845.2876  2554.4411
[232,]  2540.2954  3921.1470  4186.7178  3121.5584  3107.2163  2494.9004
[233,]  2067.3239  3474.8711  3718.9946  2640.7762  2634.7332  2112.3426
[234,] 18708.5467 18451.9689 19057.1530 18850.3584 19196.0224 19087.6112
[235,] 17981.1811 17647.3325 18256.1761 18094.2811 18457.3297 18399.0684
[236,] 18608.8876 18179.8568 18792.6011 18688.6132 19071.4335 19067.1459
[237,] 19795.9421 19342.3704 19956.0814 19868.4074 20255.6290 20260.5571
[238,] 19355.5724 19016.5493 19626.0105 19468.8743 19832.0769 19769.8785
[239,] 19964.4040 19757.1244 20359.8820 20125.4278 20459.2436 20315.2911
[240,] 20576.7280 20217.3010 20827.9056 20684.2896 21051.1434 20995.7611
[241,] 20675.9613 20083.8205 20700.2014 20698.5444 21113.5764 21199.3128
[242,] 19490.7649 18938.6388 19554.4691 19526.6725 19934.2704 20000.5052
[243,] 14721.0143 15821.7687 16230.7661 15296.4062 15284.9480 14419.7818
[244,] 14853.6745 15843.2097 16277.9096 15396.8487 15420.3706 14616.0283
[245,] 14768.4128 15642.7800 16101.6320 15276.9788 15335.8087 14596.6269
[246,] 14563.9250 15312.6616 15795.4088 15033.5686 15129.7305 14463.2281
[247,] 13687.8897 14525.5324 14990.1447 14183.2180 14254.9809 13545.0468
[248,] 14027.2329 14599.9811 15112.1609 14440.2377 14586.9229 14025.6303
[249,] 13555.2810 13924.6346 14466.1031 13901.0057 14102.8407 13663.6192
[250,] 12407.6369 12912.3275 13432.5896 12794.5043 12962.9346 12457.2540
[251,] 11446.3440 11994.7509 12506.3923 11844.3554 12003.3110 11484.0639
[252,] 11789.1454 12485.6848 12973.2338 12235.7500 12352.6987 11743.0730
[253,] 10305.2354 11003.5501 11487.3341 10747.3184 10868.0693 10277.9441
[254,]  8720.2258  9522.0159  9981.7078  9188.1777  9285.3138  8663.4969
[255,]  9485.6278 10378.7282 10822.9711  9985.8391 10052.7073  9362.1019
[256,]  9352.7979 10426.7589 10831.1614  9907.8217  9919.1464  9124.6600
[257,]  3181.0213  4304.2090  3782.8145  3232.7111  2752.8824  2884.9913
[258,]  6629.4917  8068.7184  7561.6450  6886.8943  6338.0848  5922.8920
[259,] 18834.3870 17688.7249 18285.7768 18640.4759 19154.9636 19595.1987
[260,] 17074.1952 15909.4584 16505.7421 16870.2810 17388.1966 17847.6026
[261,] 15241.6536 13977.6958 14565.4116 14994.3814 15527.4074 16058.9436
[262,] 17258.5503 15903.3335 16478.0831 16976.1084 17521.0870 18103.6871
[263,] 19186.0016 17906.6898 18489.8894 18937.5767 19471.8198 19997.9487
[264,] 15443.3742 15767.1661 16316.8754 15778.3811 15988.9578 15559.9159
[265,] 17210.1093 17628.6514 18167.3877 17579.3697 17762.9682 17267.1848
[266,] 17096.8981 17698.3450 18209.4325 17524.6811 17658.8411 17059.0095
[267,] 15655.5765 16203.4476 16721.5872 16063.9222 16214.7858 15654.8947
[268,] 18778.0552 18703.0520 19296.2117 18983.7352 19288.2227 19071.4944
[269,] 19624.5918 19596.7389 20186.5056 19847.7764 20140.5652 19891.7532
[270,] 17561.7021 17655.9941 18233.5227 17823.6426 18089.0280 17779.4553
[271,] 18736.6708 18906.8842 19477.3248 19026.0829 19271.7105 18911.1860
[272,]  1792.2943  3326.8828  3529.3278  2402.6538  2358.4029  1808.2863
[273,]  2285.0843  4090.8468  4223.0072  3003.6564  2811.5210  1862.7143
[274,]  2523.5193  4446.8077  4531.9556  3275.6480  3009.9270  1904.6022
[275,]  3584.2455  5718.5282  5584.7884  4315.9410  3815.3326  2532.5542
[276,] 14901.2662 13158.8540 13654.7947 14442.8237 15027.3288 15883.6179
[277,] 15376.2281 13491.7656 13934.1405 14846.3106 15436.2201 16399.3915
[278,] 14140.1556 12360.7015 12845.9698 13662.9492 14249.5564 15134.8328
[279,] 13753.6008 12068.2207 12582.5745 13320.8885 13901.5017 14720.3947
[280,] 14148.2757 12291.6850 12748.1728 13632.1916 14221.6642 15164.9929
[281,] 13297.0915 11441.3303 11899.8621 12780.7100 13370.1635 14314.5932
[282,] 15776.7292 17237.6641 17547.6859 16450.5982 16313.1497 15250.1094
[283,] 16151.2840 17773.5432 18027.1427 16863.5732 16663.1504 15518.6120
[284,] 14362.3197 15960.9179 16221.8257 15068.0677 14879.7831 13752.9514
[285,] 15688.9083 17428.8088 17633.6721 16425.5902 16176.2601 14978.1432
[286,] 16719.3705 18577.6547 18725.4654 17477.0169 17171.7844 15921.7429
[287,]  3939.9123  3915.3889  4460.0949  4056.7698  4403.8424  4503.7182
[288,]  2111.4762  2326.2327  2773.1545  2197.4220  2546.7048  2833.5438
[289,]  3288.3093  2367.7879  2975.1306  3050.1233  3564.3366  4191.2993
[290,]  4314.9534  3611.8509  4218.6519  4198.4115  4667.9377  5096.4926
[291,]  6994.7613  7374.7755  7896.7834  7311.1636  7532.5457  7210.1727
[292,]  6350.6062  6959.1972  7441.6216  6737.7312  6903.5120  6469.3410
[293,]  7307.8858  7901.8856  8392.4775  7699.0609  7862.1932  7401.5918
[294,]  6911.2744  7674.2578  8132.8602  7354.8831  7473.3461  6924.1305
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[296,]  7338.0526  8211.5756  8651.1262  7820.6597  7903.9844  7274.0680
[297,]  6867.2255  7824.2430  8243.9768  7373.0962  7434.2836  6768.2205
[298,]  8081.0476  9064.2408  9484.3740  8602.7277  8648.4718  7932.8692
[299,]  7398.5244  8482.1457  8876.6377  7947.4811  7965.4291  7206.2943
[300,]  8728.9362  9847.5606 10239.3441  9294.9427  9294.5372  8484.7292
[301,]  7960.4668  9180.1878  9543.9819  8553.2652  8523.1230  7668.4299
           [,50]      [,51]      [,52]      [,53]      [,54]      [,55]
  [1,] 11935.516  9716.5734  9087.5768  8524.9885  8084.8061  8973.2058
  [2,] 12032.267 10519.1675  9888.8790  9327.2313  8894.2615  9783.2850
  [3,] 11142.279 10859.8050 10240.7072  9674.4220  9165.0393 10033.4525
  [4,] 11139.484 10054.1488  9436.1392  8869.6707  8356.9648  9225.5509
  [5,] 11354.298  8895.9848  8277.6748  7711.2272  7204.7101  8077.4541
  [6,] 11964.578  8912.6816  8284.3513  7721.3231  7280.1028  8169.3379
  [7,] 12117.141  7918.9941  7291.0454  6727.7635  6290.2795  7181.8008
  [8,] 13468.376  7548.2079  6909.3603  6368.7310  6109.3115  7014.1374
  [9,] 12829.748  8868.6869  8231.9124  7679.3218  7333.7791  8236.3518
 [10,] 13341.882  9545.9825  8907.3102  8363.2496  8067.0586  8971.9767
 [11,] 14241.838  9645.2843  9008.0619  8483.2251  8281.1921  9183.8705
 [12,] 13196.510 10340.5653  9702.4174  9154.5663  8831.1749  9734.7012
 [13,] 11223.501 17503.4441 16903.0718 16337.0615 15739.0276 16562.4231
 [14,] 12945.147 19143.5635 18531.7194 17964.8549 17409.3008 18252.4458
 [15,] 10964.920 18544.3754 17955.6078 17391.9214 16757.1763 17558.3676
 [16,] 13182.645 20478.9668 19874.1888 19307.6198 18723.5852 19552.3837
 [17,] 10796.088 19466.4124 18888.9298 18328.4449 17663.4913 18443.5317
 [18,] 13503.615 21693.9989 21095.8144 20530.0968 19922.8951 20738.5833
 [19,] 11036.687 20517.4323 19947.1647 19389.0693 18706.8821 19473.1689
 [20,] 13555.817 22410.8084 21819.3633 21254.9575 20626.7793 21429.6369
 [21,] 14496.877  1890.8621  2111.3449  2291.1067  2061.6495  1221.2953
 [22,] 14617.769  2938.7424  3298.7475  3548.2116  3330.8771  2501.5933
 [23,] 14513.796  3938.2863  4312.6797  4556.6619  4288.9100  3492.3252
 [24,] 13590.371  3470.5361  3671.8516  3772.6436  3305.2595  2652.8324
 [25,] 12869.371  3388.6086  3388.5977  3318.9148  2637.4751  2256.2660
 [26,] 13903.570  4730.8086  5048.0055  5230.0700  4842.4796  4126.4020
 [27,] 13268.069  4362.6941  4579.6152  4676.8626  4174.7134  3556.4584
 [28,] 12796.524  4102.4844  4213.6052  4222.7618  3611.8936  3117.5684
 [29,] 12116.173  4991.4522  5076.9276  5049.4759  4375.6066  3962.8096
 [30,] 15685.521  8789.3465  9225.0029  9497.5708  9207.3626  8434.7563
 [31,] 15460.215  9495.5783  9908.4494 10156.0099  9818.7268  9075.2993
 [32,] 15698.341 10792.4781 11196.3678 11431.8740 11068.0102 10342.9817
 [33,] 17068.145 11766.4208 12214.0157 12492.7314 12197.9184 11430.3642
 [34,]  2606.583 14266.3545 14024.2604 13679.9933 12762.7125 12978.0198
 [35,]  2742.839 13201.3888 12910.7785 12530.6058 11613.5254 11907.5555
 [36,]  3297.698 12582.9238 12285.3682 11900.7562 10984.1566 11289.1478
 [37,]  2349.742 13486.4370 13157.4848 12748.3404 11836.9830 12195.5088
 [38,]  1613.021 14368.3649 14020.8754 13597.3552 12691.1363 13081.1192
 [39,]  3504.759 12324.2743 12001.4225 11598.1883 10685.0917 11032.6028
 [40,]  3898.954 12194.9956 11932.9713 11576.1346 10658.2025 10903.0246
 [41,]  2885.182 12944.4188 12626.0764 12225.4045 11311.7460 11652.0750
 [42,]  2786.161 13202.0055 12845.2311 12416.1328 11512.2125 11917.6727
 [43,]  2140.724 13784.7208 13438.9389 13017.1968 12110.2088 12497.1850
 [44,]  1786.193 14046.4734 13728.7451 13327.2946 12413.9177 12753.9404
 [45,]  3657.808 12671.4310 12425.8711 12081.0804 11163.8444 11382.1478
 [46,]  3351.415 13246.5440 13010.6262 12672.5137 11755.9258 11959.4051
 [47,]  2255.229 13750.8933 13462.6241 13083.5548 12166.3891 12457.1026
 [48,]  1666.022 14299.1662 14001.5244 13614.7840 12698.5831 13005.3588
 [49,]  1068.341 14908.4623 14566.0951 14145.8103 13238.3575 13619.8887
 [50,]     0.000 15828.6145 15505.1313 15097.8423 14186.1346 14536.5995
 [51,] 15828.615     0.0000   638.8677  1192.1422  1828.2899  1293.8425
 [52,] 15505.131   638.8677     0.0000   566.8700  1347.0182  1137.2094
 [53,] 15097.842  1192.1422   566.8700     0.0000   918.0159  1120.4444
 [54,] 14186.135  1828.2899  1347.0182   918.0159     0.0000   905.2337
 [55,] 14536.599  1293.8425  1137.2094  1120.4444   905.2337     0.0000
 [56,] 13489.972  2338.9350  2069.6913  1811.0271   991.7453  1051.2920
 [57,] 11753.536  4091.1164  3842.9219  3541.3661  2643.4028  2797.8821
 [58,] 10223.954  8586.5584  8000.1381  7437.8329  6804.7257  7624.3124
 [59,]  9888.802 10024.8047  9433.3739  8869.4702  8249.3310  9071.5190
 [60,]  9518.767 11048.5835 10460.3564  9897.2025  9265.7339 10078.9174
 [61,] 10820.236  5475.7200  5379.6467  5188.6981  4350.4937  4251.3526
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 [64,]  8366.065  8056.4834  7907.9451  7654.0574  6766.7251  6801.0704
 [65,]  8149.205  7904.9696  7499.6892  7044.2573  6155.0531  6648.7693
 [66,]  7733.940  8103.3633  7771.2036  7369.6923  6455.4896  6814.8575
 [67,]  7229.322  8658.1006  8388.2460  8033.4076  7115.7374  7364.8412
 [68,]  6700.715  9128.7620  8807.5314  8411.4290  7496.2982  7837.6212
 [69,] 21904.042 30146.6321 29527.0956 28961.0042 28435.8692 29288.3091
 [70,] 12934.445  4646.7011  4029.8726  3463.1075  2994.4170  3890.6279
 [71,] 21308.957 24711.0425 24072.1752 23531.6137 23219.3270 24121.6827
 [72,] 19391.350 24265.2232 23629.5693 23074.2134 22672.7129 23562.7248
 [73,] 20368.092 27107.6661 26479.2291 25916.3909 25445.1421 26317.1812
 [74,] 15763.692   802.9707  1366.2978  1845.2711  2217.6118  1411.9212
 [75,] 15796.974  1956.2649  2502.0117  2933.1324  3102.7169  2202.2574
 [76,] 16542.804  1438.4819  2076.3301  2616.3428  3092.2616  2300.7861
 [77,] 16684.803  2548.2039  3167.0241  3668.3455  3976.6077  3096.1324
 [78,] 17274.864  1700.4227  2294.4464  2861.2195  3518.4375  2848.6329
 [79,] 17941.656  2133.9916  2591.1466  3124.3527  3923.9329  3411.6913
 [80,] 11583.536  6029.0136  6122.6385  6090.9330  5398.6073  5007.9605
 [81,] 10147.184  6678.0060  6632.8326  6474.7250  5655.0547  5496.8121
 [82,] 10882.110  7106.2365  7182.5163  7127.1449  6400.2634  6059.4956
 [83,]  9719.088  7560.4671  7538.2308  7394.0884  6581.7426  6401.1071
 [84,] 10698.959  7746.3388  7833.2722  7783.4316  7058.3287  6712.6518
 [85,]  9697.268  8193.2923  8207.1671  8090.8940  7299.7934  7071.1119
 [86,]  8745.013  9112.5256  9085.2622  8929.3581  8102.5857  7948.5063
 [87,]  9177.817  9247.9163  9261.4752  9140.2913  8341.3628  8125.1478
 [88,] 10307.900  8655.8811  8739.7022  8682.5845  7945.5297  7616.9785
 [89,]  4311.501 14334.9190 13875.6799 13376.3522 12533.1586 13113.1874
 [90,]  3510.133 14615.9240 14180.7772 13696.6773 12834.2002 13372.6314
 [91,]  3889.018 15183.3816 14733.4446 14239.5531 13388.8802 13952.1338
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 [15,] 16689.9018 15660.127  9957.826  8522.494  7495.879 16095.495 13834.280
 [16,] 18725.6893 17789.948 11928.481 10481.153  9482.981 18319.582 16033.385
 [17,] 17546.7608 16438.346 10893.319  9477.909  8444.211 16761.935 14542.770
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 [23,]  3610.4976  3970.971 10030.253 11429.515 12349.742  3814.947  5818.353
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[200,] 20851.4737 20281.529 14200.062 12845.538 12026.458 21183.757 18857.124
[201,] 22132.0508 21627.450 15554.101 14227.458 13441.435 22583.528 20260.468
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[212,]  6337.7716  4657.917  7990.123  8910.470  9451.099  2997.490  3649.811
[213,]  7188.4695  5488.655  8357.091  9168.127  9626.748  3863.022  4307.086
[214,]  8026.9976  6357.676  9213.978  9969.496 10379.150  4664.580  5237.006
[215,]  9493.2492  7736.202  9160.301  9620.575  9822.096  6284.806  6141.118
[216,]  9090.3433  7395.868  9769.003 10396.521 10709.070  5744.797  6125.137
[217,] 10354.6289  8596.705  9796.498 10167.236 10297.826  7141.557  6976.745
[218,] 10159.6612  8500.871 10958.186 11546.902 11820.398  6786.599  7318.263
[219,] 11076.4531  9625.247  5817.460  5082.459  4517.227  9519.456  7524.078
[220,] 11391.2421  9931.882  6123.507  5358.733  4760.607  9801.648  7825.360
[221,] 11698.6716 10245.344  6353.686  5538.728  4896.240 10118.868  8140.821
[222,] 11882.5591 10419.980  6559.516  5739.561  5087.876 10271.021  8310.331
[223,] 12193.1088 10728.218  6841.183  5991.550  5311.283 10567.460  8616.614
[224,] 10932.6656  9434.584  5960.905  5335.294  4846.377  9239.180  7311.579
[225,] 11130.6372  9596.988  6339.432  5751.891  5277.926  9319.732  7460.600
[226,] 11326.7794  9803.697  6433.203  5797.019  5284.482  9544.348  7670.392
[227,] 11476.4417  9961.817  6505.574  5832.729  5291.115  9716.774  7831.181
[228,] 11788.4779 10266.289  6812.830  6114.879  5546.469  9997.264  8132.546
[229,]  9593.6083  7931.422  6210.226  6144.996  6046.382  7365.557  5793.666
[230,]  9955.6554  8317.346  6236.805  6055.602  5875.582  7811.988  6172.174
[231,] 10411.1922  8768.865  6605.503  6353.902  6112.439  8237.591  6624.836
[232,] 10968.0152  9357.837  6756.905  6349.002  5992.033  8900.439  7209.697
[233,] 10989.5820  9345.827  7060.231  6723.015  6407.947  8794.497  7202.422
[234,] 10959.1624 11987.759  9935.616 10407.529 11064.721 13832.557 12592.819
[235,]  9953.2693 11008.605  9246.932  9827.222 10547.400 12858.288 11675.002
[236,] 10008.2441 11193.963  9942.806 10612.537 11373.672 13053.611 12030.189
[237,] 10931.9655 12199.675 11139.816 11805.218 12557.602 14059.142 13127.487
[238,] 11098.4900 12240.460 10615.949 11168.124 11863.946 14097.507 12992.286
[239,] 12288.1073 13340.388 11180.281 11572.350 12175.827 15187.031 13947.277
[240,] 12077.1630 13294.046 11842.593 12392.438 13079.984 15154.092 14129.156
[241,] 11103.7720 12524.360 12168.916 12951.543 13758.917 14365.452 13671.666
[242,] 10201.3345 11544.397 10950.159 11723.266 12530.690 13397.804 12593.664
[243,] 15507.4292 15121.818  9127.702  7929.580  7329.237 16231.125 13942.836
[244,] 14947.7305 14649.856  8742.911  7633.935  7136.884 15835.774 13575.103
[245,] 14215.0306 13991.434  8188.399  7175.825  6787.322 15241.707 13011.871
[246,] 13349.8884 13196.878  7524.961  6628.975  6367.207 14507.583 12314.257
[247,] 13248.9062 12956.555  7089.759  6047.577  5653.069 14165.695 11919.948
[248,] 11995.0618 11912.152  6435.191  5722.222  5654.761 13286.506 11143.018
[249,] 10573.1029 10575.694  5416.187  4985.720  5178.424 12022.929  9950.723
[250,] 10626.8285 10397.915  4745.472  4009.219  4006.403 11692.594  9505.628
[251,] 10341.6383  9959.172  4078.799  3160.761  3053.838 11145.457  8903.538
[252,] 11296.8509 10884.637  4932.123  3867.534  3537.295 12028.758  9764.221
[253,] 10548.5094  9941.175  3865.213  2594.297  2084.795 10934.366  8628.518
[254,] 10383.9355  9521.187  3587.595  2141.561  1145.658 10266.915  7939.546
[255,] 11121.4509 10335.651  4312.428  2879.403  1983.439 11143.172  8815.508
[256,] 11932.9022 11070.231  5128.366  3681.203  2698.746 11777.833  9453.674
[257,] 14618.3507 12851.124 11940.435 11694.383 11369.009 11706.684 10887.519
[258,] 18302.8731 16546.753 14967.441 14464.608 13942.394 15466.185 14529.210
[259,]  7422.5002  9174.388 11739.707 12993.689 13999.833 10753.252 10990.365
[260,]  5647.2395  7394.463 10210.109 11519.538 12541.474  8992.081  9214.629
[261,]  3634.3219  5404.445  9030.028 10424.835 11458.938  6936.803  7332.603
[262,]  5556.4690  7320.322 11153.099 12534.329 13567.900  8663.471  9347.014
[263,]  7545.0248  9319.501 12559.635 13873.463 14895.540 10741.752 11277.230
[264,] 11577.2570 11822.429  7145.340  6848.118  7074.823 13394.391 11446.758
[265,] 13425.0476 13744.585  9077.376  8686.870  8807.978 15340.561 13409.211
[266,] 14381.1755 14542.646  9427.542  8808.263  8748.191 16046.316 14000.398
[267,] 12989.3829 13079.568  7894.028  7292.207  7274.586 14552.264 12484.246
[268,] 11964.5005 12828.702 10010.891 10262.007 10793.010 14639.039 13197.762
[269,] 12926.3598 13797.656 10879.768 11064.833 11548.316 15607.571 14154.876
[270,] 11892.2607 12517.745  8906.915  8949.779  9366.852 14255.278 12590.147
[271,] 13254.7336 13894.886 10165.642 10109.108 10446.755 15632.066 13953.201
[272,] 11185.9192  9526.896  7357.457  7028.553  6711.812  8924.752  7388.654
[273,] 11880.4130 10251.389  7647.894  7160.986  6725.164  9721.036  8105.192
[274,] 12336.1439 10714.028  7971.619  7418.215  6928.377 10193.105  8566.982
[275,] 14443.9643 12799.787  9997.563  9318.706  8711.723 12183.371 10657.610
[276,]  4517.7231  5555.110 11321.253 12761.188 13738.009  5873.411  7619.167
[277,]  6049.3850  6751.315 12743.115 14163.086 15106.425  6597.143  8646.748
[278,]  4270.7432  5055.769 10988.168 12414.602 13368.518  5156.836  7039.827
[279,]  3298.0155  4284.625 10077.950 11514.169 12484.523  4707.611  6361.029
[280,]  4972.3282  5527.022 11561.188 12970.372 13900.574  5326.980  7385.222
[281,]  4511.7041  4849.464 10922.210 12314.560 13225.663  4509.354  6622.124
[282,] 18584.3936 17996.863 11915.150 10558.485  9742.771 18898.306 16572.062
[283,] 20002.3571 19301.161 13241.511 11835.906 10943.462 20079.193 17753.546
[284,] 18372.8211 17607.514 11578.912 10154.560  9230.870 18331.584 16009.869
[285,] 20481.1541 19659.266 13673.677 12237.296 11284.468 20305.157 17995.257
[286,] 22321.8610 21424.039 15512.896 14067.599 13085.876 21971.382 19683.472
[287,]  8384.6896  6783.415  4922.166  5027.421  5097.508  6446.315  4635.803
[288,]  9746.4134  8042.623  6775.453  6774.776  6703.213  7324.959  5934.893
[289,]  8420.3964  6681.313  6427.701  6748.480  6905.743  5848.823  4633.731
[290,]  7494.4267  5811.476  5226.412  5655.021  5921.694  5275.068  3684.303
[291,]  8377.8253  7276.413  2226.884  1633.147  1660.717  7818.431  5508.150
[292,]  9130.8912  7928.963  3157.130  2404.677  2054.696  8301.770  6039.215
[293,]  9165.0570  8115.903  2699.143  1615.599  1094.858  8688.562  6376.000
[294,]  9729.5407  8609.042  3383.006  2297.046  1609.447  9069.594  6783.553
[295,]  9943.9651  8933.357  3325.286  2017.331  1088.690  9524.605  7211.282
[296,] 10248.9400  9178.894  3727.148  2470.909  1569.882  9686.976  7390.973
[297,] 10449.4529  9306.147  4087.237  2918.139  2079.655  9712.028  7445.130
[298,] 10949.2391  9959.240  4255.633  2861.257  1832.355 10545.138  8235.137
[299,] 11126.0067 10031.410  4600.060  3298.727  2326.234 10482.204  8204.132
[300,] 11843.4124 10896.034  5086.269  3652.002  2624.179 11510.042  9197.074
[301,] 11954.8352 10894.593  5331.492  3958.803  2935.426 11368.830  9086.613
           [,63]      [,64]     [,65]     [,66]      [,67]      [,68]     [,69]
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  [7,]  7425.012  8485.5736  5235.136  6333.326  7414.4124  7006.9098 22251.334
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 [12,]  9947.738 10932.4911  7497.793  8619.549  9673.4325  9118.0486 20111.362
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 [14,] 15929.811 16352.8242 13165.305 13979.861 14622.7006 13730.1673 11051.504
 [15,] 14674.552 14978.1113 11986.474 12695.833 13234.0077 12327.4136 12116.877
 [16,] 16947.094 17289.7154 14224.567 14975.703 15547.6160 14643.7072  9865.111
 [17,] 15268.685 15485.4878 12650.970 13285.083 13743.2856 12833.7472 11635.282
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 [23,]  5604.605  6151.3161  7758.206  7394.278  7447.2742  8213.9207 31599.659
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 [25,]  3859.200  4760.3815  5523.311  5347.649  5643.8691  6281.8432 29197.018
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 [28,]  3806.811  4489.4447  5911.736  5547.035  5650.0479  6388.1258 29829.541
 [29,]  3246.752  3757.3014  5643.688  5125.186  5077.2560  5875.7837 29697.161
 [30,]  8295.209  8083.6554 11046.584 10270.688  9808.3378 10714.7866 35083.196
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 [32,]  9307.798  8839.0548 12111.719 11213.255 10580.6806 11485.6261 35905.795
 [33,] 10736.899 10287.0993 13539.265 12652.708 12029.4122 12934.8247 37356.026
 [34,]  7257.764  6378.6399  7153.757  6431.751  5648.1867  5407.2875 24277.585
 [35,]  6309.404  5623.2271  5771.485  5176.560  4550.5958  4131.7621 23401.000
 [36,]  5727.230  5098.9700  5130.993  4540.931  3944.0727  3495.9417 23439.183
 [37,]  6751.461  6199.1467  5813.168  5386.919  4928.5117  4357.8952 22458.200
 [38,]  7708.947  7185.1620  6599.050  6266.590  5875.3352  5256.2445 21711.601
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 [41,]  6171.350  5606.6702  5342.895  4856.371  4356.0746  3818.7841 22880.635
 [42,]  6637.505  6213.3569  5406.746  5109.330  4793.5453  4118.3088 21944.627
 [43,]  7132.236  6630.0313  6027.911  5682.490  5296.0789  4671.6919 21964.079
 [44,]  7246.076  6625.5000  6422.315  5958.738  5444.2507  4921.4819 22536.052
 [45,]  5672.389  4840.0320  5632.277  4856.467  4049.9546  3846.6429 24490.691
 [46,]  6233.415  5353.9615  6248.178  5470.157  4647.6383  4462.8171 24582.011
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 [63,]     0.000  1217.7202  2804.191  1983.650  1844.5210  2631.0931 26790.352
 [64,]  1217.720     0.0000  3528.786  2474.331  1744.6582  2653.4319 27082.302
 [65,]  2804.191  3528.7863     0.000  1121.794  2188.7378  1837.1871 24084.911
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 [67,]  1844.521  1744.6582  2188.738  1082.189     0.0000   909.5521 25337.658
 [68,]  2631.093  2653.4319  1837.187  1044.990   909.5521     0.0000 24429.145
 [69,] 26790.352 27082.3022 24084.911 24812.522 25337.6577 24429.1448     0.000
 [70,]  5817.509  7029.0336  4872.579  5648.403  6619.6952  6628.2760 25499.933
 [71,] 23198.233 23842.2583 20400.371 21375.850 22187.8803 21348.1381  8607.073
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 [73,] 24266.494 24675.3751 21499.431 22314.890 22939.7139 22041.7211  3564.979
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[101,]  9459.727  9414.9608  7264.999  7552.225  7731.4372  6852.0128 18063.532
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[103,] 11288.163 11628.6670  8590.389  9313.322  9888.5104  8987.2719 15503.565
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 [10,]  5114.748 15169.913 14763.566 17737.291 10183.5538 11165.9209 10979.2012
 [11,]  5419.934 15102.568 14844.624 17915.268 10324.1273 11352.9677 11083.7649
 [12,]  5857.889 14390.164 13949.971 16913.733 10966.5954 11933.3357 11770.8650
 [13,] 12886.895 10126.557  8414.356 10244.204 17951.7910 18680.5455 18831.1622
 [14,] 14502.314  8366.775  6527.414  8336.686 19626.7655 20397.6593 20498.4744
 [15,] 13964.416 10387.702  8429.640  9801.711 18959.0234 19641.6337 19843.7168
 [16,] 15850.621  8404.078  6259.395  7448.071 20938.3214 21676.0686 21815.7842
 [17,] 14929.143 10839.821  8707.184  9633.362 19850.8496 20491.7711 20738.4626
 [18,] 17082.163  8708.513  6367.301  6872.075 22132.6695 22841.4592 23014.1134
 [19,] 16009.343 11124.479  8856.098  9343.509 20883.1359 21497.1461 21771.7438
 [20,] 17819.279  9257.548  6840.157  6864.999 22829.8460 23511.6661 23714.2245
 [21,]  4933.174 25152.645 24523.592 27208.908  1390.7722  1404.6058  2053.6076
 [22,]  6117.068 26276.968 25584.886 28204.008  2223.2748  1423.5551  2465.2950
 [23,]  6964.927 27018.950 26261.190 28812.125  3197.3290  2245.3781  3302.4629
 [24,]  5770.312 25742.801 24971.377 27519.335  2891.6783  2360.9337  3337.9313
 [25,]  4753.186 24627.439 23846.804 26395.686  3039.0122  2929.8468  3716.2472
 [26,]  7310.076 27155.741 26318.658 28789.554  4024.7187  3132.2366  4191.9040
 [27,]  6479.271 26251.435 25408.623 27881.178  3748.1869  3072.2220  4104.0107
 [28,]  5732.720 25448.829 24607.831 27089.303  3601.1885  3164.2959  4116.2782
 [29,]  6203.283 25560.121 24635.945 27029.990  4498.8450  4024.7349  4999.5647
 [30,] 11683.668 31241.251 30259.919 32545.921  8002.5976  6893.5834  7830.9365
 [31,] 12195.716 31548.209 30509.570 32727.686  8717.4743  7626.1632  8585.5044
 [32,] 13366.799 32485.398 31379.395 33510.794 10017.4025  8930.5384  9891.9700
 [33,] 14616.061 33895.810 32809.628 34956.111 10974.3237  9851.0992 10754.2279
 [34,] 12017.672 23112.117 21336.742 22564.122 14092.9664 13976.3578 14810.3465
 [35,] 10641.971 21822.839 20126.507 21520.289 13096.8600 13087.3026 13857.8841
 [36,] 10002.154 21623.071 19981.448 21472.684 12490.1219 12501.7659 13258.6586
 [37,] 10631.343 20936.598 19215.181 20581.914 13435.3905 13500.9743 14224.2979
 [38,] 11345.472 20502.958 18704.074 19937.347 14341.9777 14437.6227 15141.7510
 [39,]  9567.749 21060.178 19444.696 20989.927 12268.2455 12334.5977 13056.3593
 [40,]  9901.339 22352.305 20745.549 22281.497 12054.7692 12000.4463 12796.8512
 [41,] 10191.242 21169.519 19496.319 20942.683 12879.8007 12929.4626 13662.6300
 [42,] 10153.577 20255.322 18563.911 19997.670 13192.7438 13319.5534 14001.6789
 [43,] 10794.612 20527.521 18780.586 20109.940 13757.4034 13855.0250 14557.3980
 [44,] 11251.813 21247.552 19476.812 20747.416 13977.6638 14014.4428 14756.8000
 [45,] 10473.568 22752.206 21105.688 22568.717 12507.4662 12414.8163 13233.8711
 [46,] 11090.079 23051.639 21358.933 22737.418 13067.9580 12949.8496 13783.7560
 [47,] 11184.393 21935.334 20192.142 21500.108 13641.4543 13621.3243 14398.8385
 [48,] 11641.932 21775.596 19985.424 21209.108 14201.2504 14194.6325 14964.3485
 [49,] 11905.428 20675.219 18829.717 19968.581 14873.1520 14953.2503 15668.0987
 [50,] 12934.445 21308.957 19391.350 20368.092 15763.6923 15796.9738 16542.8045
 [51,]  4646.701 24711.042 24265.223 27107.666   802.9707  1956.2649  1438.4819
 [52,]  4029.873 24072.175 23629.569 26479.229  1366.2978  2502.0117  2076.3301
 [53,]  3463.107 23531.614 23074.213 25916.391  1845.2711  2933.1324  2616.3428
 [54,]  2994.417 23219.327 22672.713 25445.142  2217.6118  3102.7169  3092.2616
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 [56,]  3368.977 23548.118 22901.816 25585.527  2402.4217  2952.5531  3276.7623
 [57,]  3652.972 23143.376 22320.516 24842.788  4023.5941  4254.8519  4841.0548
 [58,]  4049.217 17103.488 16238.803 18806.084  9014.5844  9754.6873  9895.6421
 [59,]  5451.436 15824.503 14875.260 17387.019 10460.7113 11200.4087 11340.9594
 [60,]  6484.937 15092.021 14040.229 16465.937 11473.2511 12193.2113 12355.5938
 [61,]  5409.863 24182.276 23200.044 25545.385  5180.4345  5012.2563  5853.7949
 [62,]  4103.310 21869.999 20872.435 23228.746  6153.4428  6394.1078  6984.1667
 [63,]  5817.509 23198.233 22072.830 24266.494  6835.5737  6777.9036  7565.9659
 [64,]  7029.034 23842.258 22615.045 24675.375  7793.4140  7604.9237  8467.9374
 [65,]  4872.579 20400.371 19270.631 21499.431  7996.7134  8316.7904  8850.8987
 [66,]  5648.403 21375.850 20180.327 22314.890  8083.8468  8248.8799  8897.9472
 [67,]  6619.695 22187.880 20915.047 22939.714  8547.0143  8573.4754  9315.3431
 [68,]  6628.276 21348.138 20044.344 22041.721  9085.9663  9203.0262  9886.9358
 [69,] 25499.933  8607.073  7067.238  3564.979 30653.0223 31442.9596 31518.7926
 [70,]     0.000 20235.876 19679.466 22473.199  5184.3782  6092.8830  6031.6515
 [71,] 20235.876     0.000  2490.655  5231.370 25353.2304 26322.0068 26146.4923
 [72,] 19679.466  2490.655     0.000  3502.261 24856.7958 25761.5866 25684.8253
 [73,] 22473.199  5231.370  3502.261     0.000 27653.8872 28498.1147 28504.7565
 [74,]  5184.378 25353.230 24856.796 27653.887     0.0000  1153.8363   888.9857
 [75,]  6092.883 26322.007 25761.587 28498.115  1153.8363     0.0000  1059.9401
 [76,]  6031.651 26146.492 25684.825 28504.757   888.9857  1059.9401     0.0000
 [77,]  6969.286 27169.422 26648.705 29413.313  1824.4914   969.8479  1181.8513
 [78,]  6323.237 26258.119 25873.506 28753.391  1512.2239  1873.1966   829.6521
 [79,]  6495.585 26131.710 25834.406 28780.198  2247.4353  2790.3042  1733.9690
 [80,]  7040.265 25990.912 24978.575 27271.956  5513.3796  4959.7215  5967.2352
 [81,]  6642.552 24830.326 23736.705 25948.579  6305.7613  5976.2954  6902.0549
 [82,]  7806.082 26227.631 25121.149 27303.109  6598.0528  6031.5650  7046.4980
 [83,]  7517.899 25286.964 24118.084 26234.260  7153.7357  6748.4787  7709.0660
 [84,]  8420.248 26601.846 25447.539 27567.822  7222.6699  6618.0083  7644.8884
 [85,]  8305.977 25907.974 24694.199 26747.309  7742.3594  7253.5323  8246.5762
 [86,]  8819.231 25674.651 24373.665 26315.378  8700.6074  8262.4920  9239.3467
 [87,]  9228.826 26278.884 24980.408 26918.701  8791.0769  8278.2553  9281.2400
 [88,]  9192.921 26956.220 25730.720 27757.855  8129.9559  7508.7406  8541.2525
 [89,] 10521.192 17313.600 15562.006 16964.587 14486.9569 14831.7139 15351.4148
 [90,] 10962.130 18009.995 16211.977 17508.942 14726.3030 15012.4290 15578.9505
 [91,] 11416.731 17473.012 15627.542 16849.273 15317.4774 15633.6716 16176.7532
 [92,] 11400.840 18890.113 17056.517 18261.404 14911.7608 15128.1558 15747.6557
 [93,] 11675.718 18791.752 16930.832 18084.294 15218.1608 15438.6181 16055.2788
 [94,] 11700.526 18344.255 16475.910 17626.672 15368.3543 15620.1429 16213.3824
 [95,] 11843.642 19539.372 17674.560 18801.074 15169.6181 15334.7369 15991.4872
 [96,] 12066.049 19331.721 17442.912 18525.662 15460.1114 15638.7239 16286.0144
 [97,] 12201.510 19782.265 17889.815 18953.880 15466.3752 15611.8440 16282.5957
 [98,] 12321.760 20129.593 18233.969 19283.178 15486.0032 15605.8093 16294.3143
 [99,] 12536.629 19243.627 17311.000 18303.547 15969.6868 16151.8813 16796.8670
[100,] 12132.097 18174.665 16263.706 17331.656 15847.4320 16106.2185 16694.3516
[101,] 11056.987 16572.750 14768.633 16098.486 15190.9399 15575.5196 16062.5142
[102,] 10053.280 13823.460 12255.928 14084.637 14833.9217 15437.4788 15722.8695
[103,] 10821.406 12873.825 11257.794 13057.754 15695.1249 16331.9424 16583.2143
[104,] 11820.266 11685.016 10003.527 11769.038 16784.7280 17459.2613 17670.3995
[105,] 11461.238 13843.166 12061.750 13542.174 16133.3630 16685.7095 17021.6714
[106,] 12668.676 12392.033 10510.755 11884.270 17495.0195 18101.2310 18383.8799
[107,] 10075.109 10387.797  9613.446 12443.746 15258.0547 16149.8727 16095.5587
[108,] 10825.169  9657.085  8861.720 11707.578 16007.5482 16901.2429 16843.8312
[109,] 10702.850  9602.024  8998.922 11980.297 15868.9747 16794.5775 16690.9063
[110,]  9430.202 10913.735 10250.315 13143.051 14606.5275 15517.0188 15436.4585
[111,]  8939.649 11299.453 10824.051 13832.467 14081.9091 15030.4833 14893.1667
[112,]  8974.740 11731.255 10828.344 13502.196 14152.3417 15001.5730 15005.9241
[113,]  9754.488 11298.061 10231.320 12772.511 14914.1066 15732.5677 15776.2535
[114,] 10282.089 11748.554 10399.338 12615.721 15353.9384 16096.2496 16231.8792
[115,] 10881.803 10555.299  9313.914 11715.619 16026.3246 16824.7437 16893.0395
[116,] 11471.401  9028.988  8214.003 11075.916 16653.2231 17548.5945 17488.4478
[117,]  8372.096 28291.451 27462.614 29933.171  4595.3938  3538.1268  4548.5678
[118,]  8013.663 27675.000 26775.708 29177.737  4890.6813  3970.5601  5027.0070
[119,]  7506.151 26950.999 26012.634 28378.855  4973.6956  4202.6354  5257.0240
[120,]  9243.983 28897.284 27975.695 30344.348  5811.0993  4778.6906  5797.6241
[121,]  8792.695 28083.576 27087.916 29381.333  6062.9937  5168.6899  6226.4381
[122,]  8098.801 27430.864 26457.449 28781.183  5530.3550  4705.5574  5764.9846
[123,]  8116.664 27031.855 25985.559 28230.437  6155.9464  5437.8332  6486.8213
[124,] 10245.839 29305.013 28237.237 30437.647  7462.6966  6504.8749  7549.5649
[125,]  9402.389 27914.742 26776.948 28905.006  7493.2501  6714.3691  7772.1222
[126,] 11956.494 30756.657 29611.754 31707.562  9142.8583  8143.4507  9170.6858
[127,] 10519.896 28597.811 27374.286 29388.297  8746.8703  7950.6108  9009.8717
[128,] 10724.716 30889.019 30161.493 32715.770  6037.8925  4896.1811  5553.9738
[129,] 10583.772 30598.097 29782.505 32250.794  6267.7716  5116.2683  5934.7411
[130,]  9395.188 29437.869 28647.251 31148.381  5141.5914  3999.4526  4879.9263
[131,] 10048.742 29729.878 28804.015 31161.931  6414.7373  5332.8811  6311.3017
[132,] 10823.177 30590.876 29680.480 32049.188  6933.7584  5811.2896  6729.6582
[133,] 12532.135 32335.211 31417.392 33766.898  8417.8003  7269.7949  8100.5799
[134,] 13933.392 33878.981 33003.437 35389.764  9521.8677  8369.5018  9084.5194
[135,] 12352.774 32408.806 31598.904 34062.161  7832.5304  6682.4256  7380.9703
[136,] 11744.196 31697.207 30843.693 33265.892  7449.9741  6297.1336  7091.8406
[137,]  9045.494 15396.337 13876.464 15715.291 13597.3411 14129.6800 14484.5155
[138,]  9800.970 14621.010 13036.654 14807.710 14450.7904 15008.3395 15339.1572
[139,] 10452.950 14833.238 13145.539 14744.264 15006.6746 15525.6109 15893.2560
[140,] 10808.730 15425.238 13670.752 15131.981 15215.3459 15683.5130 16097.8038
[141,] 11826.701 15465.707 13590.062 14822.144 16176.4697 16617.5326 17056.1606
[142,]  9724.241 16303.009 14657.913 16273.943 13995.9219 14435.4670 14874.8634
[143,]  8861.142 16977.709 15420.517 17154.317 13016.6990 13435.7246 13892.6090
[144,]  9952.670 15515.151 13866.260 15502.913 14396.6329 14885.0881 15280.8265
[145,] 10527.632 16343.057 14601.603 16053.119 14740.3930 15153.4493 15616.0764
[146,] 10896.686 29632.420 29587.851 32687.555  6715.6034  6807.0101  5951.6879
[147,]  4974.870 22272.047 22233.294 25370.106  5219.5750  6339.8428  5500.0525
[148,]  5696.792 19291.569 19450.608 22708.827  8174.3631  9327.6443  8617.2757
[149,]  6125.352 17974.584 18180.497 21467.892  9260.9531 10413.0797  9766.4603
[150,] 12557.060 16643.775 14683.354 15693.803 16639.1927 16993.6491 17506.1869
[151,] 13009.543 14113.259 12126.415 13184.330 17565.8542 18066.1491 18451.4862
[152,] 13621.823 12804.501 10775.911 11811.508 18354.2023 18916.7193 19242.8984
[153,] 14380.994 12773.730 10655.738 11471.591 19096.7480 19648.8920 19985.1984
[154,] 14679.515 12959.203 10805.701 11512.744 19364.9701 19903.7351 20252.9568
[155,] 13171.210 15369.527 13350.331 14276.428 17503.1326 17927.6536 18381.0598
[156,] 12821.123 17792.728 15814.072 16745.988 16637.7545 16915.7920 17489.4322
[157,]  9897.940 18327.473 16640.057 18126.528 13591.2976 13875.3407 14442.8806
[158,] 10409.148 18546.215 16806.891 18196.862 14024.5023 14281.2305 14870.0079
[159,] 10385.655 18095.483 16356.774 17759.919 14136.3363 14427.1425 14989.7159
[160,] 27976.422  7747.487  8884.475  8070.667 33078.5408 34057.9151 33862.8702
[161,]  8046.309 19120.581 17632.449 19415.727 11537.3219 11810.6175 12385.0299
[162,]  7886.530 18549.491 17080.753 18905.279 11605.2389 11933.7526 12464.9815
[163,]  8311.821 18230.114 16716.053 18481.646 12113.8141 12452.8777 12975.9688
[164,]  8739.471 18588.232 17024.750 18706.439 12391.5027 12686.4233 13244.7449
[165,]  8820.889 18131.164 16560.770 18243.059 12623.3245 12952.7284 13483.9041
[166,]  9232.215 18021.031 16405.807 18020.040 13047.6716 13372.9946 13907.6854
[167,]  7923.188 16289.743 14879.357 16844.155 12371.8659 12886.7914 13257.7243
[168,]  8001.818 17500.822 16035.035 17889.526 12074.8886 12486.6701 12949.3556
[169,]  6951.018 18127.868 16774.416 18768.458 10919.6794 11327.8536 11792.9882
[170,]  5961.962 19419.713 18163.964 20257.279  9496.2780  9840.1326 10357.2655
[171,]  5655.664 18194.539 16999.623 19191.958  9793.4851 10273.9318 10675.4201
[172,]  8401.434 19838.863 18317.738 20036.268 11591.9645 11790.9824 12420.7910
[173,]  8620.426 19149.161 17599.280 19288.869 12075.1515 12327.0945 12918.1850
[174,]  9350.706 18777.660 17148.928 18722.097 12913.8068 13175.9595 13759.9154
[175,] 10929.675 19689.372 17912.640 19206.027 14184.7272 14346.8465 15005.1095
[176,] 11321.835 19780.736 17968.649 19193.085 14557.2482 14708.5126 15374.6587
[177,] 11689.709 19687.255 17839.314 18995.982 14965.7250 15121.0698 15784.6042
[178,] 11398.926 19106.128 17275.627 18480.984 14845.6230 15046.3020 15677.2938
[179,] 12536.435  8902.626  9518.564 12989.666 17332.2354 18399.6522 18042.3883
[180,] 11737.899  9235.236  9600.949 13018.037 16613.4857 17663.8300 17343.8495
[181,] 11046.347  9613.659  9765.949 13114.627 15990.7954 17023.5930 16739.3050
[182,] 12410.651  7945.740  7964.935 11300.988 17464.6157 18463.0914 18240.8563
[183,] 12927.321  7637.736  7909.433 11325.115 17925.6821 18944.7851 18684.9926
[184,] 13406.737  7409.896  7898.006 11360.903 18356.3075 19390.4143 19101.7331
[185,] 13949.988  6967.382  7581.989 11066.252 18891.2491 19928.1313 19633.6429
[186,] 13872.215  6591.097  5815.941  8856.586 19045.1582 19960.0594 19870.5212
[187,] 13837.172  7581.621  6178.479  8644.285 19014.0004 19853.8445 19868.3413
[188,] 12221.528  8205.472  7459.460 10412.879 17397.4088 18307.4986 18225.8018
[189,] 11054.493 10408.588  9150.455 11542.712 16199.7390 16998.4877 17066.3109
[190,] 12446.726  8704.721  7487.232 10034.024 17623.3436 18464.4695 18477.7909
[191,] 14670.751 34471.499 33532.828 35847.073 10423.8576  9270.1072 10030.7759
[192,] 16214.160 35880.214 34882.861 37123.120 12053.6175 10900.2897 11669.8474
[193,] 14322.970 33899.367 32892.673 35133.071 10373.4403  9229.5504 10073.9663
[194,] 16260.141 35599.683 34510.233 36642.853 12440.3921 11299.7446 12152.3625
[195,] 17687.740 37087.266 35999.864 38127.050 13732.7317 12583.7119 13394.3088
[196,] 14251.187  5994.341  5923.874  9289.853 19359.3581 20332.4716 20152.2352
[197,] 15428.953  4907.010  4402.931  7694.114 20583.2551 21521.8260 21396.0237
[198,] 16338.553  4345.379  3353.195  6527.534 21511.9797 22425.4284 22337.0384
[199,] 17108.594  3279.407  2862.909  6304.941 22260.7621 23201.4761 23071.7103
[200,] 17628.336  3498.106  2051.408  5227.433 22806.2506 23710.1792 23635.2531
[201,] 18867.658  1970.604  1247.098  4740.557 24028.4376 24959.7190 24843.8290
[202,] 19191.060  2667.378   491.625  3856.965 24369.1003 25272.3160 25197.9697
[203,] 18476.351  3873.648  1621.027  4093.914 23660.7233 24533.4538 24502.3712
[204,]  7426.846 23413.851 22113.435 24084.313  8616.4808  8474.9484  9315.1556
[205,]  7558.687 22779.640 21431.165 23346.309  9202.3986  9132.7795  9933.9301
[206,]  7929.968 22410.634 21006.087 22848.825  9844.8239  9807.8565 10590.9761
[207,]  8393.971 22917.550 21486.614 23283.757 10069.7776  9970.6743 10790.2058
[208,]  8816.939 21963.168 20450.049 22140.570 11055.9950 11049.2545 11815.8795
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[210,]  9748.478 23328.734 21778.163 23388.426 11399.2007 11249.9844 12099.0279
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            [,77]      [,78]      [,79]     [,80]      [,81]      [,82]
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            [,95]      [,96]      [,97]      [,98]      [,99]     [,100]
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[269,] 19339.7501 19418.2005 19729.8221 19977.9966 19745.8330 18916.9605
[270,] 17185.0180 17250.5203 17574.1397 17831.5527 17564.0210 16713.0295
[271,] 18271.8619 18320.7594 18659.0293 18926.9776 18613.9044 17729.1795
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[273,]  1134.6373  1302.0522  1523.3935  1759.3953  1769.8988  1700.5134
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[275,]  1700.2567  1372.5317  1523.7606  1709.4425   859.6620  1336.3485
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[279,] 15163.7395 15476.7876 15425.1046 15399.9509 15990.8816 16003.7345
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[260,] 17318.8512 16203.5314 16896.657 17787.794 17650.722 18758.835 15236.7283
[261,] 15840.6600 15030.1836 15801.730 16787.202 16425.024 17649.464 14693.2408
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[263,] 19626.0852 18556.5159 19250.540 20137.184 20001.326 21112.782 17505.3321
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           [,108]     [,109]     [,110]     [,111]     [,112]     [,113]
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           [,120]     [,121]     [,122]     [,123]    [,124]    [,125]
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          [,126]    [,127]     [,128]    [,129]    [,130]     [,131]     [,132]
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          [,133]    [,134]     [,135]     [,136]     [,137]     [,138]
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[266,] 11705.3860 12472.5162 13206.008 12482.8997 12507.3986 11951.1902
[267,] 10457.5500 11217.5126 12003.401 11138.8081 11104.2745 10647.6186
[268,] 14921.0041 15613.4789 16549.857 15148.2603 14775.5100 14878.0166
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[275,]  5054.0271  4285.0014  3763.306  4376.0791  4777.0495  4793.7745
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[277,] 17993.2024 18038.8167 18897.907 16750.5172 15727.2659 17297.8430
[278,] 16373.4352 16453.4429 17338.459 15174.3530 14155.2774 15692.9289
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           [,145]    [,146]    [,147]    [,148]     [,149]    [,150]    [,151]
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          [,152]     [,153]     [,154]    [,155]     [,156]     [,157]
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[256,]  6754.5847  6353.7657 20272.740  6581.9882  5994.4995  5768.4551
[257,]  5226.8731  5594.2434 29696.154  6674.5317  7082.4329  6912.9750
[258,]  7801.6163  8023.8377 29486.269  9841.9797 10126.6124  9826.0707
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           [,164]     [,165]     [,166]     [,167]     [,168]    [,169]
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          [,170]    [,171]     [,172]     [,173]     [,174]     [,175]
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[243,] 11812.286 10529.771 12714.2981 12121.1827 11969.3555 13262.9919
[244,] 11639.263 10343.242 12708.8501 12152.0268 12064.1758 13435.1421
[245,] 11267.006  9966.084 12494.7080 11977.0097 11953.8791 13396.1565
[246,] 10775.734  9478.438 12164.1977 11691.2917 11737.5041 13247.6263
[247,] 10132.011  8831.113 11376.1419 10868.9383 10867.3070 12337.1866
[248,]  9880.544  8602.848 11474.2996 11067.8362 11209.8073 12799.1299
[249,]  9043.276  7812.831 10857.9938 10534.1636 10783.1759 12438.9524
[250,]  8164.631  6889.367  9799.1277  9419.2190  9605.5177 11229.8589
[251,]  7321.700  6031.854  8868.7200  8469.9064  8638.8072 10256.5663
[252,]  7974.943  6674.515  9338.7521  8880.0455  8963.2806 10519.2413
[253,]  6574.188  5274.736  7855.0200  7391.2149  7480.7253  9052.1122
[254,]  5397.375  4141.801  6375.3620  5860.4593  5893.2396  7439.2153
[255,]  6325.399  5068.364  7241.0464  6695.5492  6665.6577  8147.4621
[256,]  6729.426  5533.060  7337.7222  6726.5972  6576.4490  7935.8137
[257,]  8527.460  9302.223  6111.5354  6164.2111  5774.7824  4112.0855
[258,] 11870.056 12436.954  9424.9337  9279.8853  8675.4840  6980.4065
[259,] 13735.415 13548.946 16117.7390 16424.1552 17190.4104 18705.2890
[260,] 12016.625 11886.328 14380.4635 14706.2690 15483.6872 16975.8432
[261,] 10346.368 10371.871 12637.7819 13021.1235 13825.9378 15247.1314
[262,] 12457.130 12513.212 14714.7958 15121.0984 15933.8042 17325.2744
[263,] 14240.287 14175.797 16563.1745 16925.0109 17718.0677 19169.6436
[264,] 10837.537  9635.416 12723.5616 12416.7688 12677.3982 14335.4775
[265,] 12741.901 11517.863 14551.8721 14206.3348 14414.1764 16039.7119
[266,] 12956.645 11687.231 14571.0481 14155.6404 14273.5435 15835.6997
[267,] 11432.614 10168.073 13085.9934 12690.1765 12839.1677 14428.5514
[268,] 13679.419 12672.150 15896.1508 15747.2003 16168.3454 17878.5356
[269,] 14569.810 13538.265 16757.4729 16587.4247 16985.6605 18691.2537
[270,] 12636.650 11540.087 14734.5965 14518.5652 14873.8286 16568.6632
[271,] 13901.225 12773.842 15943.9534 15695.3726 16012.3719 17692.5883
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[273,]  4879.577  5188.809  2683.5668  2197.1973  1418.0170   724.3957
[274,]  5313.520  5565.044  3152.7036  2643.9022  1835.4187   994.7077
[275,]  7446.899  7672.181  5219.7149  4768.4221  3970.3092  2675.0038
[276,] 11097.607 11648.127 12882.3983 13468.7784 14321.1030 15375.5307
[277,] 12083.456 12779.124 13633.2478 14274.0748 15120.4231 16017.2698
[278,] 10509.733 11132.671 12203.3098 12810.6923 13662.1288 14663.5937
[279,]  9838.314 10376.701 11662.7326 12236.0358 13088.1636 14177.4944
[280,] 10815.020 11523.712 12367.5495 13005.4254 13852.3492 14763.6995
[281,] 10025.377 10769.928 11535.1027 12179.3026 13024.6246 13919.5554
[282,] 13959.744 12762.007 14315.1694 13625.7227 13263.7958 14226.3119
[283,] 14928.301 13797.047 14999.9058 14277.3651 13818.4003 14587.1991
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[285,] 14991.064 13935.386 14808.4101 14066.1999 13531.0577 14130.7116
[286,] 16556.880 15570.942 16144.0369 15390.5145 14784.1289 15187.6080
[287,]  1444.374  2265.613  1012.5936  1310.2433  2151.0327  3546.1496
[288,]  3245.101  4114.176   901.0242  1375.3370  1787.7008  2185.6378
[289,]  2692.091  3883.356  1601.8568  2358.3388  3069.0572  3683.2538
[290,]  1508.228  2775.288  1792.2578  2410.2058  3255.3980  4353.7403
[291,]  2854.982  1578.730  4270.4174  3955.7842  4304.1053  6012.3206
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           [,176]     [,177]     [,178]     [,179]     [,180]    [,181]
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 [17,]  9559.8960  9367.9294  8848.0406 11316.1080 10628.1787 10065.543
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 [79,] 16675.0205 17079.7284 16929.9657 17759.3721 17130.7983 16592.594
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          [,195]    [,196]    [,197]    [,198]    [,199]    [,200]    [,201]
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[126,]  6420.470 25042.157 25857.507 26492.788 27482.243 27634.929 29083.534
[127,]  8786.957 22970.722 23714.672 24303.903 25318.779 25418.332 26886.592
[128,]  7945.882 24929.689 26028.818 26863.355 27706.795 28116.707 29433.730
[129,]  7470.156 24670.712 25714.574 26510.897 27387.340 27745.594 29093.602
[130,]  8597.100 23502.465 24559.456 25366.701 26233.897 26607.438 27946.196
[131,]  7641.389 23859.168 24828.041 25573.270 26489.670 26781.326 28165.604
[132,]  6909.283 24709.189 25691.070 26443.993 27354.747 27655.772 29035.394
[133,]  5315.318 26453.464 27435.023 28185.124 29098.202 29394.438 30777.031
[134,]  4483.796 27972.636 28985.305 29755.343 30653.259 30974.829 32344.233
[135,]  6133.617 26476.121 27527.459 28326.555 29200.835 29561.880 30908.718
[136,]  6302.501 25784.450 26806.556 27586.066 28476.287 28811.549 30172.890
[137,] 22432.144 10469.021 10728.855 11053.387 12167.452 12020.542 13548.039
[138,] 23354.753  9874.286 10028.127 10288.009 11418.235 11212.945 12749.263
[139,] 23519.381 10307.521 10351.958 10527.921 11675.930 11384.781 12930.453
[140,] 23280.018 11023.171 11016.165 11144.802 12300.862 11957.006 13505.462
[141,] 23867.046 11389.058 11238.049 11256.869 12424.089 11972.872 13519.098
[142,] 22030.436 11589.213 11743.460 11979.810 13117.174 12873.005 14415.179
[143,] 21073.953 12048.103 12321.865 12637.060 13755.380 13586.987 15119.398
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[145,] 22428.008 11851.557 11896.938 12052.614 13205.250 12879.867 14427.879
[146,] 15769.364 23756.747 25190.095 26257.587 26811.392 27582.002 28604.584
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[149,] 22935.393 12260.981 13797.246 14942.079 15337.077 16254.010 17111.017
[150,] 23508.050 12741.960 12534.002 12494.360 13664.010 13145.678 14684.263
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[152,] 26818.398  9484.758  8989.795  8780.578  9944.491  9313.667 10836.017
[153,] 27392.147  9798.040  9185.470  8877.746 10028.437  9307.174 10803.460
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[155,] 24859.314 11753.118 11416.868 11292.677 12461.144 11874.821 13402.845
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[157,] 20447.790 13615.057 13784.783 14011.525 15152.393 14884.605 16429.699
[158,] 20556.363 13943.712 14061.103 14247.572 15396.331 15086.364 16634.108
[159,] 20928.067 13510.384 13616.052 13797.878 14947.215 14635.318 16183.077
[160,] 44765.837 13725.802 12630.460 11914.769 10965.741 10787.402  9322.299
[161,] 18825.059 13988.405 14388.782 14775.201 15873.307 15767.979 17290.037
[162,] 19290.568 13400.418 13808.178 14204.282 15298.682 15206.413 16725.345
[163,] 19752.533 13171.372 13525.040 13885.380 14991.326 14862.683 16388.852
[164,] 19620.956 13610.029 13920.533 14246.980 15363.376 15197.182 16730.147
[165,] 20066.349 13182.214 13474.075 13791.055 14909.803 14736.199 16270.103
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[170,] 17880.341 13931.604 14562.008 15107.541 16140.994 16209.239 17683.982
[171,] 19004.490 12655.063 13320.688 13898.971 14915.175 15024.988 16483.887
[172,] 18296.160 14745.018 15126.326 15494.021 16598.733 16470.215 17997.237
[173,] 19051.610 14127.353 14464.900 14806.285 15918.691 15765.387 17296.502
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[181,] 28550.368  3842.397  5420.743  6602.294  6912.714  7887.299  8681.716
[182,] 29690.786  2044.796  3606.932  4789.518  5121.583  6073.577  6902.619
[183,] 30313.289  2069.148  3697.183  4903.674  5046.722  6124.602  6781.496
[184,] 30862.217  2298.178  3878.440  5071.837  5055.964  6221.219  6725.035
[185,] 31408.394  2260.904  3743.160  4906.552  4773.313  5990.350  6385.246
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[187,] 29822.718  3714.785  3169.017  3247.856  4390.111  4229.223  5737.953
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[189,] 26849.580  5408.297  5640.485  6075.511  7140.977  7172.010  8643.841
[190,] 28524.560  3960.607  3972.569  4371.590  5439.901  5487.021  6944.766
[191,]  3431.424 28596.754 29569.515 30310.613 31230.617 31513.903 32903.693
[192,]  1844.011 30037.511 30974.127 31687.897 32627.656 32874.845 34282.871
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[195,]     0.000 31304.211 32181.410 32851.446 33820.498 34011.446 35445.462
[196,] 31304.211     0.000  1628.192  2834.602  3076.787  4071.134  4859.706
[197,] 32181.410  1628.192     0.000  1206.512  1680.234  2466.680  3450.610
[198,] 32851.446  2834.602  1206.512     0.000  1169.781  1324.691  2595.183
[199,] 33820.498  3076.787  1680.234  1169.781     0.000  1329.478  1793.723
[200,] 34011.446  4071.134  2466.680  1324.691  1329.478     0.000  1548.860
[201,] 35445.462  4859.706  3450.610  2595.183  1793.723  1548.860     0.000
[202,] 35513.388  5487.655  3943.963  2872.031  2452.973  1562.850  1041.331
[203,] 34547.056  5312.000  3686.066  2485.340  2618.124  1307.769  2018.637
[204,] 14073.403 17920.968 18561.846 19094.290 20136.076 20178.194 21663.915
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[206,] 15413.707 17073.734 17609.060 18071.469 19143.412 19109.037 20616.298
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[210,] 15354.559 18210.489 18617.675 18984.499 20091.229 19949.427 21480.207
[211,] 14409.425 18314.619 18838.790 19287.865 20365.636 20313.151 21825.472
[212,] 12935.612 18912.556 19596.091 20154.560 21184.117 21254.046 22731.124
[213,] 13148.307 19072.009 19689.119 20200.549 21252.464 21268.102 22762.430
[214,] 12826.242 19794.030 20363.971 20839.654 21907.287 21880.998 23387.279
[215,] 14690.206 19001.117 19416.199 19785.234 20891.571 20749.918 22280.912
[216,] 13292.539 20029.154 20516.022 20932.100 22022.878 21929.847 23451.912
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[223,] 22062.815 12271.783 12330.577 12491.081 13643.228 13319.135 14867.174
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[235,] 23931.972 12894.858 14480.582 15656.991 15947.362 16947.242 17690.446
[236,] 23726.921 13885.921 15475.622 16654.312 16933.455 17942.096 18671.318
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[240,] 25598.405 14351.078 15974.043 17175.696 17315.745 18418.540 18990.709
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[245,] 28156.240  3463.012  4882.464  5996.005  6494.973  7315.420  8288.562
[246,] 27392.370  4438.130  5877.454  6990.445  7484.326  8310.477  9277.412
[247,] 27091.334  4330.211  5581.796  6605.932  7245.858  7929.036  9030.829
[248,] 26124.267  5848.404  7260.890  8350.185  8883.510  9673.926 10677.217
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[250,] 24582.295  6960.880  8187.547  9166.155  9860.325 10480.754 11637.829
[251,] 24072.367  7281.477  8367.364  9261.899 10047.485 10553.944 11796.522
[252,] 24962.123  6358.056  7412.491  8301.044  9092.248  9593.114 10837.930
[253,] 23853.583  7480.958  8343.743  9103.708 10002.774 10343.956 11689.052
[254,] 23073.853  8543.716  9179.555  9782.499 10781.275 10939.823 12374.269
[255,] 23977.876  7619.417  8255.176  8873.812  9862.519 10045.043 11467.587
[256,] 24529.239  7407.308  7866.364  8378.120  9419.089  9491.975 10956.322
[257,] 19558.480 18915.960 18847.275 18866.320 20034.828 19536.950 21075.493
[258,] 22831.248 20156.131 19786.700 19575.400 20733.520 20015.930 21496.199
[259,] 18379.529 19505.288 20986.443 22089.327 22576.873 23412.651 24364.726
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[263,] 17346.153 20793.674 22253.439 23340.922 23858.821 24665.443 25649.843
[264,] 25956.308  7394.181  8942.581 10100.861 10469.568 11405.211 12242.858
[265,] 27833.454  6861.151  8485.065  9687.998  9841.304 10928.824 11544.225
[266,] 28723.507  5352.875  6980.409  8186.012  8310.209  9412.396 10008.401
[267,] 27280.397  5695.026  7264.910  8438.147  8765.636  9731.332 10532.757
[268,] 26154.285 11254.445 12876.095 14076.987 14232.229 15323.560 15921.413
[269,] 27088.952 11276.815 12904.936 14111.080 14186.621 15325.418 15833.494
[270,] 26272.548  9495.562 11108.964 12304.549 12507.372 13566.445 14222.654
[271,] 27619.116  9328.303 10956.494 12162.837 12237.082 13374.713 13890.053
[272,] 19570.047 14843.098 15014.623 15232.852 16376.122 16092.957 17639.433
[273,] 20415.446 14422.932 14514.679 14678.760 15831.496 15496.520 17045.122
[274,] 20832.303 14358.668 14398.138 14524.921 15683.024 15311.701 16860.502
[275,] 22195.969 15152.215 14968.090 14924.353 16094.124 15554.564 17088.300
[276,] 11169.049 21998.435 23175.858 24068.720 24855.914 25348.680 26609.986
[277,]  9367.321 23623.625 24756.113 25615.620 26435.865 26880.904 28175.084
[278,] 10756.305 21845.162 22978.333 23840.946 24658.177 25108.282 26398.649
[279,] 11753.351 20848.471 21999.296 22875.673 23679.498 24149.299 25426.170
[280,]  9851.672 22533.860 23634.923 24474.270 25313.234 25730.852 27042.407
[281,] 10014.626 21985.147 23052.297 23869.104 24727.996 25115.282 26445.384
[282,] 31735.948  2751.071  1444.705  1182.445  2330.451  2287.058  3724.247
[283,] 32798.090  4558.648  3028.421  1984.169  2856.066  1836.956  3307.428
[284,] 31007.679  4530.335  3428.069  2924.626  4068.517  3445.950  4990.411
[285,] 32860.024  6026.558  4553.199  3536.996  4350.318  3175.948  4429.170
[286,] 34353.899  7958.693  6403.631  5271.740  5819.490  4502.050  5283.448
[287,] 18190.114 14266.393 14745.496 15184.698 16264.136 16214.018 17723.721
[288,] 18027.283 15502.366 15828.935 16153.070 17271.289 17093.764 18629.302
[289,] 16698.518 16104.008 16563.720 16978.098 18067.805 17983.942 19502.550
[290,] 16931.836 15274.427 15827.960 16312.432 17374.332 17369.924 18868.144
[291,] 20539.111 11079.546 11744.647 12335.877 13343.976 13475.026 14924.202
[292,] 20842.767 11104.526 11646.185 12154.875 13203.001 13243.220 14724.545
[293,] 21402.498 10294.848 10915.884 11486.147 12504.228 12616.060 14071.560
[294,] 21664.802 10294.593 10815.479 11319.400 12368.702 12408.704 13889.114
[295,] 22227.837  9569.717 10137.159 10681.112 11711.171 11798.878 13262.140
[296,] 22306.070  9692.247 10185.863 10679.464 11732.447 11765.669 13247.408
[297,] 22218.069 10021.098 10444.190 10886.168 11960.517 11937.210 13436.059
[298,] 23213.720  8793.000  9260.995  9751.389 10804.356 10841.468 12320.550
[299,] 23007.882  9341.914  9709.395 10124.064 11207.555 11161.850 12665.738
[300,] 24180.884  7976.479  8362.962  8815.382  9882.267  9888.676 11375.711
[301,] 23889.347  8678.680  8953.499  9317.571 10417.075 10327.337 11840.951
          [,202]    [,203]     [,204]     [,205]     [,206]     [,207]
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 [13,]  7959.551  6839.457 13857.5018 13135.5213 12667.8515 13128.0707
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 [15,]  8012.192  6811.377 14342.3171 13584.4547 13065.7834 13490.0333
 [16,]  5880.847  4644.214 16670.5526 15920.2468 15410.2101 15839.2305
 [17,]  8330.981  7093.801 14801.8765 14018.3818 13459.7591 13849.3575
 [18,]  6067.509  4836.623 17519.2922 16746.8649 16203.6560 16605.1403
 [19,]  8525.775  7282.696 15543.9978 14744.4049 14157.8568 14518.3945
 [20,]  6591.866  5397.853 17939.4558 17152.3633 16585.7891 16965.2585
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 [23,] 25769.606 24946.056  7061.1742  7815.2690  8522.9900  8576.2886
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 [27,] 24917.123 24060.695  5815.9966  6569.6810  7277.7487  7331.4882
 [28,] 24116.308 23262.556  5381.8588  6091.3696  6788.4381  6894.4516
 [29,] 24145.122 23257.700  4665.4621  5417.2515  6125.5074  6181.4911
 [30,] 29770.334 28850.236  8857.4994  9685.3104 10342.9108 10116.6154
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 [32,] 30893.216 29924.786  9485.8412 10274.6891 10865.9930 10542.6571
 [33,] 32322.908 31360.164 10936.0548 11724.0683 12312.6466 11983.9025
 [34,] 20901.056 19727.716  5501.6372  4895.3246  4290.9817  4023.2139
 [35,] 19680.239 18529.583  4711.7582  3971.1447  3281.0583  3201.8861
 [36,] 19528.911 18394.426  4188.1609  3417.4191  2713.6904  2701.9678
 [37,] 18771.588 17614.877  5292.7179  4498.9153  3787.0797  3829.8163
 [38,] 18270.582 17093.458  6280.3669  5481.4944  4768.9732  4821.2741
 [39,] 18989.189 17863.386  4191.1541  3378.7530  2666.8871  2784.4147
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 [41,] 19047.094 17903.886  4700.0018  3907.5813  3196.1839  3239.0825
 [42,] 18116.390 16969.094  5327.2922  4504.0076  3797.6172  3948.4157
 [43,] 18340.046 17176.737  5728.9402  4922.6730  4210.1453  4288.2950
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          [,214]    [,215]    [,216]    [,217]    [,218]     [,219]     [,220]
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  [8,] 11575.063 11929.859 12309.925 12646.750 13523.017  9004.2447  9299.6950
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 [12,] 12906.965 12811.781 13461.687 13411.828 14646.696  8237.8273  8479.9754
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 [34,]  5105.814  2963.659  4224.963  2332.891  4320.292  6183.4117  6163.4715
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 [36,]  4605.784  2751.520  4126.235  2744.415  4781.974  4553.3784  4619.3398
 [37,]  5741.921  3814.465  5208.032  3654.974  5758.321  3943.9986  3938.4306
 [38,]  6703.050  4719.946  6117.616  4460.860  6578.468  3776.5157  3690.3472
 [39,]  4875.707  3184.020  4514.487  3285.599  5263.504  3999.4061  4086.9861
 [40,]  3786.927  1912.570  3282.934  1994.872  3968.018  5298.8813  5388.2533
 [41,]  5189.448  3324.640  4705.770  3260.426  5329.878  4109.8262  4149.0923
 [42,]  6030.809  4245.423  5612.855  4205.431  6270.634  3224.0925  3237.8443
 [43,]  6241.114  4322.939  5716.390  4151.785  6259.619  3611.2071  3574.0326
 [44,]  5973.030  3942.141  5337.336  3644.192  5761.321  4368.5390  4325.5864
 [45,]  3866.784  1807.903  3204.346  1634.383  3718.727  5682.4474  5745.4145
 [46,]  4178.442  2041.431  3387.186  1590.854  3702.460  5997.2924  6030.9887
 [47,]  5296.511  3220.815  4607.919  2877.967  4993.519  4963.5313  4953.2574
 [48,]  5865.907  3769.276  5144.552  3360.374  5459.797  4932.6681  4884.1543
 [49,]  7039.177  4996.431  6388.009  4650.079  6758.403  4155.2045  4035.6907
 [50,]  7508.105  5387.580  6736.277  4887.446  6923.931  5123.1864  4972.5982
 [51,] 10126.187 11725.676 11215.372 12586.603 12223.411 13294.6371 13612.9916
 [52,] 10044.087 11558.330 11120.111 12419.897 12163.361 12818.7336 13138.5376
 [53,]  9837.976 11277.557 10899.947 12137.985 11970.484 12309.6658 12630.1884
 [54,]  8974.279 10375.406 10026.585 11235.060 11112.573 11481.7153 11800.9701
 [55,]  8915.524 10462.557  9995.315 11324.071 11030.880 12091.8758 12408.1660
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 [60,] 10379.150  9822.096 10709.070 10297.826 11820.398  4517.2272  4760.6069
 [61,]  4664.580  6284.806  5744.797  7141.557  6786.599  9519.4559  9801.6479
 [62,]  5237.006  6141.118  6125.137  6976.745  7318.263  7524.0776  7825.3604
 [63,]  3525.896  4740.477  4488.622  5600.800  5649.355  7867.4698  8135.9207
 [64,]  2308.177  3673.370  3286.663  4532.697  4435.149  7927.5148  8165.9156
 [65,]  5410.304  5592.481  6022.986  6328.937  7228.941  5571.2774  5874.6434
 [66,]  4288.739  4584.966  4923.260  5361.578  6133.516  5923.8575  6202.5730
 [67,]  3238.994  3554.114  3841.235  4359.147  5051.328  6205.1921  6452.6066
 [68,]  3922.360  3777.620  4349.861  4495.361  5528.716  5304.6544  5557.0443
 [69,] 27770.838 26183.804 27526.107 26113.107 28208.263 19260.6451 19073.9109
 [70,]  9329.652 10168.691 10227.958 10978.668 11421.347  9388.5937  9710.1292
 [71,] 25176.908 24129.521 25277.102 24345.004 26234.962 17069.8689 17020.9531
 [72,] 23777.457 22576.849 23786.230 22723.332 24682.350 15448.0286 15362.6584
 [73,] 25588.728 24171.825 25461.431 24203.094 26249.361 17078.0148 16934.7026
 [74,]  9770.729 11464.960 10870.306 12321.991 11834.564 13478.6411 13793.5789
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 [77,] 10140.658 12026.167 11243.446 12861.755 12081.058 14837.1709 15145.1281
 [78,] 11176.236 12924.599 12280.098 13778.367 13206.947 14939.0049 15255.6800
 [79,] 12009.001 13711.848 13110.331 14569.162 14059.575 15405.4767 15724.8296
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[100,]  9223.137  7343.996  8736.474  7141.956  9258.339  2923.4476  2640.3538
[101,]  9752.567  8124.187  9462.799  8107.212 10172.210  1713.2288  1397.4458
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[119,]  5708.848  7764.811  6778.352  8545.032  7488.512 12215.3840 12483.8859
[120,]  6965.868  9102.704  7944.513  9810.738  8425.183 14089.8130 14349.8610
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[124,]  5919.427  8048.019  6763.950  8663.305  7038.335 13776.7066 14009.7801
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[127,]  4130.540  6171.744  4818.164  6702.821  4947.687 12456.7573 12659.6644
[128,] 10171.496 12305.276 11151.220 13018.091 11601.708 16949.0281 17225.5027
[129,]  9138.297 11280.570 10089.455 11970.326 10492.396 16213.4585 16480.4495
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[133,]  9600.718 11718.771 10407.664 12304.525 10565.514 17346.0046 17591.6356
[134,] 11242.288 13348.715 12021.371 13913.128 12121.960 19017.8733 19264.5136
[135,] 10563.917 12705.067 11445.033 13343.186 11711.222 17939.3580 18200.1571
[136,]  9623.821 11764.892 10506.038 12403.916 10782.574 17051.0123 17308.5172
[137,]  9919.238  8734.554  9912.745  8963.248 10841.047  1817.6793  1913.3915
[138,] 10799.483  9542.741 10753.935  9725.341 11649.404  2452.7932  2438.7712
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           [,245]     [,246]    [,247]    [,248]    [,249]     [,250]
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[215,] 12762.8251 13354.8890 11903.610 10532.2005 11430.8609 11601.1528
[216,] 13557.1944 14210.5485 12792.206 11503.9223 12419.3248 12662.5711
[217,] 13283.5557 13834.9116 12367.249 10942.2504 11823.0084 11930.6899
[218,] 14705.2908 15337.8083 13905.192 12577.0460 13484.4545 13684.0966
[219,]  7410.2688  7607.9143  6159.716  4537.0911  5208.0079  4994.9663
[220,]  7613.0283  7778.0745  6344.379  4721.1973  5355.2606  5089.2498
[221,]  7691.6652  7818.3854  6403.962  4784.9897  5375.6342  5054.9105
[222,]  7864.4088  7976.2454  6570.286  4954.2318  5526.7900  5180.5842
[223,]  8038.8755  8118.7764  6731.932  5124.5577  5659.0565  5265.9553
[224,]  7794.4840  8030.7882  6569.087  4951.8896  5656.9818  5480.6744
[225,]  8228.8201  8461.7416  7001.811  5383.6316  6080.8353  5883.8372
[226,]  8205.3685  8412.1184  6961.671  5339.7075  6011.7265  5780.6718
[227,]  8186.1938  8372.5187  6930.354  5307.0589  5958.6383  5701.0850
[228,]  8409.1096  8567.9805  7138.553  5515.6959  6137.0405  5836.6258
[229,]  9097.3138  9539.1612  8051.871  6543.2890  7391.4330  7442.9617
[230,]  8928.8055  9327.6702  7838.758  6296.1098  7119.2702  7119.1588
[231,]  9158.0342  9518.0608  8031.216  6461.3697  7255.5511  7196.8330
[232,]  9001.9957  9293.4626  7817.716  6215.1185  6957.1853  6812.9941
[233,]  9432.1170  9742.4724  8263.030  6667.1242  7420.9605  7289.4380
[234,]  8855.2270  9336.9131 10160.066 11507.8301 11404.0832 12261.4982
[235,]  8549.3394  9119.0325  9812.080 11074.7915 11047.9712 11935.3256
[236,]  9487.2536 10083.5014 10729.941 11948.9375 11959.3090 12857.4915
[237,] 10604.5658 11165.7134 11866.283 13114.3133 13101.0692 13990.2625
[238,]  9745.2807 10253.3337 11036.861 12350.5038 12279.0030 13148.0165
[239,]  9795.1514 10185.0942 11126.959 12543.6130 12369.4109 13192.5123
[240,] 10906.7203 11380.0831 12210.967 13548.5971 13454.8097 14313.0418
[241,] 11980.1241 12587.3973 13208.093 14385.5121 14430.8854 15337.0906
[242,] 10784.0222 11411.3918 11999.952 13162.6911 13218.8569 14129.0250
[243,]  5176.7841  4237.9522  5336.553  6440.7249  5523.5510  5399.7085
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[245,]  4109.7751  3308.3086  4702.575  6121.2341  5291.3258  5485.1950
[246,]  3480.4720  2830.4055  4309.194  5846.7146  5101.1670  5462.8539
[247,]  3020.2614  2181.5805  3568.279  5008.7885  4202.2750  4476.1963
[248,]  2605.7965  2324.8523  3749.711  5371.2240  4791.9137  5374.6711
[249,]  2300.7514  2600.6376  3646.764  5203.4447  4860.0079  5630.3309
[250,]   977.3382  1273.7437  2293.224  3886.2876  3487.8361  4250.9561
[251,]     0.0000   960.9595  1348.755  2914.6181  2579.0957  3406.7242
[252,]   960.9595     0.0000  1488.931  3080.1828  2467.5134  3102.4733
[253,]  1348.7546  1488.9305     0.000  1623.4327  1244.4933  2129.1121
[254,]  2914.6181  3080.1828  1623.433     0.0000   928.0578  1553.0965
[255,]  2579.0957  2467.5134  1244.493   928.0578     0.0000   946.2722
[256,]  3406.7242  3102.4733  2129.112  1553.0965   946.2722     0.0000
[257,] 14368.3151 14615.2922 13155.564 11537.8890 12216.4337 11932.3224
[258,] 16762.9049 16827.7321 15457.234 13849.5353 14360.7956 13866.6712
[259,] 13453.3061 14318.7185 14329.123 14959.4664 15360.0380 16302.5948
[260,] 12269.9578 13173.2611 13042.471 13546.2912 14010.7560 14944.1450
[261,] 11671.4486 12615.6200 12258.496 12532.2422 13103.4535 14007.9080
[262,] 13621.7517 14551.1586 14283.279 14627.2798 15170.4422 16084.9232
[263,] 14563.9923 15453.3426 15371.205 15898.4759 16354.4142 17289.8127
[264,]  4158.6852  4268.5773  5486.307  7073.1659  6664.2646  7368.8769
[265,]  5783.2346  5646.9373  7032.023  8654.0253  8114.1859  8693.3993
[266,]  5703.7520  5316.7160  6793.135  8396.8862  7728.6261  8164.6951
[267,]  4221.0168  3934.7777  5377.719  6997.5752  6392.8440  6921.4652
[268,]  8276.5738  8613.3561  9619.532 11083.5795 10855.6694 11654.2172
[269,]  8919.7656  9177.3732 10268.377 11775.2912 11491.6794 12255.8235
[270,]  6664.6190  6907.7021  8013.199  9539.1777  9230.7680  9987.5342
[271,]  7603.1203  7706.1994  8937.342 10514.2983 10117.3938 10808.5929
[272,]  9733.6862 10038.0219  8560.019  6961.1194  7707.7223  7560.7439
[273,]  9683.3538  9907.6871  8452.530  6832.3385  7509.9998  7261.9604
[274,]  9841.8438 10023.1420  8585.353  6961.9333  7597.8724  7292.6547
[275,] 11467.4925 11518.8817 10154.163  8552.8752  9051.9446  8572.6898
[276,] 14813.5395 15772.7358 15063.294 14882.1450 15633.5953 16433.8517
[277,] 16389.6710 17343.6363 16552.147 16251.5252 17042.3115 17803.7453
[278,] 14611.5796 15565.9329 14784.746 14514.1591 15293.8243 16067.1807
[279,] 13632.2039 14589.0534 13843.322 13629.4576 14389.9012 15181.9706
[280,] 15276.3401 16225.3171 15391.063 15044.3211 15847.4333 16594.8333
[281,] 14711.3298 15653.3049 14771.339 14366.2197 15185.0175 15912.9099
[282,]  8318.8050  7360.3061  8062.458  8662.1280  7762.7968  7232.5530
[283,]  9884.1817  8941.0308  9457.359  9817.8924  8969.4199  8302.6654
[284,]  8437.9034  7526.7681  7869.264  8093.9119  7275.8252  6558.7467
[285,] 10624.3085  9715.7132 10021.735 10139.8852  9361.2568  8589.1535
[286,] 12626.4044 11733.2381 11955.301 11941.4136 11212.8178 10389.9489
[287,]  8099.2647  8634.3999  7167.755  5775.1697  6676.3805  6889.3779
[288,]  9751.6567 10202.3410  8715.616  7210.1311  8058.0226  8101.8859
[289,]  9869.9620 10441.3529  8985.068  7613.8576  8516.5342  8718.3991
[290,]  8806.6253  9431.6947  8005.465  6733.7675  7655.4289  7962.2193
[291,]  4625.1042  5184.3849  3744.955  2565.1000  3490.5579  3991.5315
[292,]  5106.8901  5531.6440  4046.077  2596.6942  3498.9728  3784.2470
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[297,]  4792.0005  4977.1193  3526.328  1903.3769  2618.4300  2613.9535
[298,]  3846.1504  3878.6945  2510.647   993.6996  1433.9014  1397.1571
[299,]  4615.1569  4650.1300  3284.100  1725.6286  2193.3483  1960.6470
[300,]  3892.9304  3683.7244  2563.636  1538.1945  1319.1430   647.7917
[301,]  4696.8184  4547.5219  3350.804  2042.2830  2123.9082  1520.3970
          [,257]    [,258]    [,259]    [,260]    [,261]    [,262]    [,263]
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  [6,] 13729.447 16612.740 11184.594  9837.315  9024.901 11048.273 12177.672
  [7,] 13824.448 16859.346 10326.667  8928.215  8051.449 10091.980 11276.714
  [8,] 15161.807 18221.045  9304.850  8031.352  7425.218  9356.324 10349.520
  [9,] 14594.846 17470.190 10729.064  9471.774  8831.124 10786.760 11787.634
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 [11,] 16036.007 18801.912 10726.051  9678.008  9367.501 11168.876 11907.380
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 [13,] 12999.205 13931.894 19968.408 18674.250 17806.629 19868.747 21008.004
 [14,] 14669.602 15295.903 21308.952 20100.068 19356.423 21379.061 22409.267
 [15,] 12656.196 13234.252 21192.881 19859.574 18918.088 21002.558 22202.271
 [16,] 14812.593 15058.951 22772.785 21537.817 20742.907 22784.742 23856.105
 [17,] 12390.060 12628.459 22274.357 20906.891 19901.165 22002.578 23255.447
 [18,] 15034.289 14933.505 24097.343 22839.773 22001.126 24058.217 25165.214
 [19,] 12521.812 12406.293 23409.790 22026.422 20987.183 23096.817 24377.111
 [20,] 15008.376 14668.380 24927.475 23643.929 22759.603 24831.074 25976.543
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 [23,] 15241.870 19022.342  8907.089  7374.329  5418.481  6336.315  8429.823
 [24,] 14432.833 18203.382  8742.036  7084.444  5026.446  6350.078  8470.927
 [25,] 13822.352 17569.924  8713.279  6979.296  4902.496  6534.383  8626.529
 [26,] 14555.718 18335.607  9789.232  8231.972  6244.626  7233.585  9330.362
 [27,] 14007.527 17787.299  9597.838  7962.332  5915.190  7149.993  9269.347
 [28,] 13623.158 17395.118  9422.186  7729.827  5654.723  7095.060  9212.567
 [29,] 12870.641 16649.064 10316.230  8617.286  6540.004  7990.640 10108.904
 [30,] 15828.622 19470.215 13246.783 11939.379 10160.477 10551.789 12451.628
 [31,] 15508.980 19103.271 14038.601 12706.194 10895.809 11346.336 13261.337
 [32,] 15589.409 19084.533 15337.435 14012.320 12200.029 12643.426 14543.842
 [33,] 16894.941 20332.181 16046.864 14823.908 13106.476 13351.023 15155.731
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 [36,]  4424.669  8054.669 17450.692 15681.462 13812.800 15804.504 17756.909
 [37,]  3810.969  7227.906 18237.644 16480.806 14662.725 16691.390 18605.791
 [38,]  3363.889  6482.409 19038.924 17292.648 15509.900 17559.279 19447.545
 [39,]  4826.863  8357.281 17108.380 15346.697 13512.584 15532.921 17456.826
 [40,]  4747.921  8480.089 17171.036 15393.708 13478.699 15425.812 17414.277
 [41,]  4205.265  7727.455 17738.980 15976.955 14139.699 16155.909 18084.183
 [42,]  4420.938  7672.241 17845.864 16101.195 14327.442 16384.501 18262.593
 [43,]  3784.030  7031.442 18467.722 16719.134 14930.156 16977.021 18868.854
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 [47,]  3232.711  6886.894 18640.476 16870.281 14994.381 16976.108 18937.577
 [48,]  2752.882  6338.085 19154.964 17388.197 15527.407 17521.087 19471.820
 [49,]  2884.991  5922.892 19595.199 17847.603 16058.944 18103.687 19997.949
 [50,]  1893.049  4893.956 20582.635 18827.928 17012.256 19037.523 20955.476
 [51,] 16941.437 20636.193  5332.603  3627.482  1556.963  3231.903  5272.242
 [52,] 16670.633 20338.902  5375.121  3613.190  1567.289  3539.444  5481.460
 [53,] 16301.719 19947.882  5633.671  3853.198  1914.448  3994.125  5858.805
 [54,] 15383.908 19032.643  6542.088  4760.512  2828.889  4878.801  6773.599
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 [58,] 11940.435 14967.441 11739.707 10210.109  9030.028 11153.099 12559.635
 [59,] 11694.383 14464.608 12993.689 11519.538 10424.835 12534.329 13873.463
 [60,] 11369.009 13942.394 13999.833 12541.474 11458.938 13567.900 14895.540
 [61,] 11706.684 15466.185 10753.252  8992.081  6936.803  8663.471 10741.752
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 [68,]  7915.886 11536.463 13955.272 12185.537 10325.053 12337.323 14269.831
 [69,] 23208.890 22227.409 31891.924 30839.437 30270.517 32233.030 33088.134
 [70,] 14394.603 17825.619  7897.850  6266.068  4980.812  7106.913  8591.323
 [71,] 23035.027 23462.888 25310.208 24572.534 24462.989 26185.543 26634.454
 [72,] 21055.835 21256.310 25389.003 24493.237 24173.399 26013.487 26655.884
 [73,] 21862.795 21451.313 28577.104 27593.246 27134.812 29045.985 29806.453
 [74,] 16800.509 20526.046  5852.253  4223.624  2222.326  3508.504  5618.206
 [75,] 16718.901 20477.251  6661.723  5150.221  3269.654  4110.425  6219.957
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 [77,] 17563.384 21330.771  6502.051  5167.406  3537.840  3833.003  5864.309
 [78,] 18299.840 22030.987  4845.124  3471.158  2000.332  2240.221  4346.766
 [79,] 19019.702 22731.592  3930.669  2649.500  1668.725  1320.541  3436.908
 [80,] 12213.817 15993.745 11346.968  9656.214  7580.366  8986.724 11107.459
 [81,] 10863.363 14642.728 11992.128 10243.835  8175.078  9812.874 11913.337
 [82,] 11391.593 15162.238 12428.580 10732.209  8654.769 10070.515 12191.405
 [83,] 10298.903 14077.711 12885.373 11144.814  9071.508 10661.676 12770.745
 [84,] 11105.975 14860.203 13062.301 11373.548  9297.535 10680.407 12801.442
 [85,] 10133.688 13896.770 13525.722 11800.231  9722.192 11240.549 13357.558
 [86,]  9109.873 12864.134 14436.691 12694.035 10621.972 12207.309 14318.588
 [87,]  9447.009 13176.338 14580.450 12855.405 10777.375 12285.342 14403.691
 [88,] 10578.064 14300.047 13971.325 12283.055 10206.890 11581.437 13702.191
 [89,]  6198.523  8350.722 18418.716 16761.866 15222.914 17357.108 19049.116
 [90,]  5394.072  7597.449 18847.054 17165.957 15566.603 17688.515 19429.699
 [91,]  5728.130  7581.366 19313.262 17650.957 16094.655 18225.228 19932.578
 [92,]  4458.744  6814.261 19246.800 17539.843 15872.476 17974.266 19770.742
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 [94,]  4837.853  6843.106 19576.222 17886.147 16261.249 18375.840 20138.837
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[100,]  4904.982  6630.841 20015.769 18332.234 16721.862 18839.922 20591.966
[101,]  6689.810  8468.384 18947.646 17318.851 15840.660 17982.224 19626.085
[102,]  9870.692 11605.674 17685.750 16203.531 15030.184 17160.192 18556.516
[103,] 10572.499 12042.733 18332.831 16896.657 15801.730 17918.909 19250.540
[104,] 11545.655 12718.034 19165.907 17787.794 16787.202 18884.731 20137.184
[105,]  9331.020 10630.502 19154.307 17650.722 16425.024 18562.731 20001.326
[106,] 10652.910 11528.863 20194.614 18758.835 17649.464 19770.820 21112.782
[107,] 14935.646 16725.601 16349.999 15236.728 14693.241 16627.871 17505.332
[108,] 15291.035 16933.922 17031.434 15943.143 15427.247 17351.061 18201.244
[109,] 15893.067 17613.920 16646.446 15615.843 15190.038 17070.987 17845.981
[110,] 15050.985 16992.152 15603.358 14503.829 13992.721 15911.114 16765.597
[111,] 15620.211 17703.270 14806.430 13763.931 13351.437 15221.288 15997.878
[112,] 13741.609 15720.458 15642.433 14425.037 13731.411 15726.332 16733.647
[113,] 13427.598 15214.585 16554.074 15313.308 14569.011 16584.799 17630.293
[114,] 12231.524 13854.566 17437.859 16108.020 15206.622 17275.491 18448.817
[115,] 13458.354 14967.520 17721.561 16480.505 15720.973 17744.346 18798.337
[116,] 15623.776 17142.237 17621.372 16553.584 16060.130 17974.930 18802.708
[117,] 15308.016 19078.512 10124.050  8678.855  6795.275  7478.244  9512.695
[118,] 14251.905 18022.860 10632.281  9091.131  7111.713  8053.100 10137.149
[119,] 13453.746 17229.929 10808.976  9196.071  7159.828  8311.420 10422.572
[120,] 14790.427 18533.569 11376.002  9925.288  8022.752  8727.574 10753.583
[121,] 13553.370 17300.247 11829.692 10275.523  8278.769  9254.914 11338.171
[122,] 13382.171 17147.773 11344.942  9753.617  7730.646  8814.193 10916.034
[123,] 12431.304 16193.990 12006.041 10365.099  8309.015  9540.309 11655.622
[124,] 13631.013 17311.394 13153.204 11647.856  9684.824 10531.656 12580.427
[125,] 12038.080 15749.218 13332.236 11712.704  9666.428 10824.753 12930.380
[126,] 13907.216 17468.037 14751.161 13293.496 11363.699 12097.000 14105.325
[127,] 11619.212 15254.066 14581.252 12967.679 10922.981 12059.210 14159.273
[128,] 17996.672 21741.122 10458.198  9385.899  7909.435  7784.697  9495.830
[129,] 16954.657 20683.191 11155.476  9950.045  8307.109  8459.171 10289.792
[130,] 16407.175 20165.636 10261.607  8964.300  7236.641  7567.821  9491.125
[131,] 15298.746 19017.744 11825.333 10441.951  8600.978  9147.578 11121.432
[132,] 16041.796 19739.339 12126.305 10828.395  9071.286  9430.988 11332.811
[133,] 17243.286 20876.087 13266.160 12102.584 10472.695 10576.209 12344.739
[134,] 18826.972 22426.931 13908.275 12908.564 11446.781 11265.406 12862.648
[135,] 18316.708 21998.119 12247.279 11213.874  9741.791  9589.336 11237.424
[136,] 17378.544 21063.522 12208.364 11062.052  9465.903  9520.433 11282.646
[137,]  8775.151 10943.645 16848.990 15289.198 13972.185 16116.520 17628.916
[138,]  9140.306 11015.904 17539.202 16012.706 14756.024 16896.116 18360.096
[139,]  8621.211 10330.494 18234.113 16687.847 15386.525 17530.379 19030.612
[140,]  7893.438  9561.547 18645.497 17067.188 15698.213 17844.449 19399.715
[141,]  7615.875  8907.608 19672.118 18088.220 16701.273 18847.448 20418.003
[142,]  7506.599  9663.122 17602.780 15990.200 14556.058 16701.145 18307.993
[143,]  7429.050  9939.679 16756.480 15118.962 13635.311 15777.370 17422.572
[144,]  8151.220 10102.452 17786.001 16209.447 14850.266 16996.330 18543.119
[145,]  7095.710  9016.190 18410.937 16792.798 15341.166 17485.055 19106.873
[146,] 23486.441 27226.826  4475.624  5096.558  5921.564  3791.805  3059.793
[147,] 19319.988 22792.400  3297.577  2314.936  3129.089  4062.555  4437.436
[148,] 19670.334 22865.297  6030.463  5575.298  6312.559  7371.894  7392.498
[149,] 19564.043 22625.199  7366.100  6901.920  7515.765  8685.003  8734.344
[150,]  6391.342  7515.256 20448.477 18817.860 17327.934 19467.664 21122.755
[151,]  8934.816  9666.457 20755.360 19229.814 17951.797 20094.821 21576.447
[152,] 10280.129 10806.801 21228.750 19764.559 18597.387 20728.693 22118.243
[153,] 10459.989 10715.530 21991.543 20527.262 19355.349 21487.681 22880.903
[154,] 10373.511 10508.819 22312.555 20839.590 19650.224 21785.005 23192.746
[155,]  7707.091  8403.896 21011.989 19431.891 18045.339 20191.448 21762.533
[156,]  5246.097  6462.580 20715.569 19046.525 17468.301 19593.438 21320.553
[157,]  5698.252  8339.191 17767.482 16075.206 14452.861 16570.187 18327.633
[158,]  5226.873  7801.616 18268.675 16569.738 14927.668 17038.824 18813.065
[159,]  5594.243  8023.838 18266.395 16581.936 14976.986 17098.148 18842.730
[160,] 29696.154 29486.269 32758.939 32132.022 32127.281 33790.134 34117.528
[161,]  6674.532  9841.980 15851.262 14134.953 12457.502 14561.257 16357.424
[162,]  7082.433 10126.612 15743.001 14046.594 12425.112 14545.436 16297.298
[163,]  6912.975  9826.071 16186.754 14500.592 12903.113 15028.435 16762.556
[164,]  6357.555  9303.963 16591.837 14891.807 13255.374 15370.473 17136.358
[165,]  6581.797  9390.087 16699.578 15015.475 13420.028 15545.162 17278.889
[166,]  6361.958  9062.261 17115.091 15434.040 13843.830 15969.626 17700.119
[167,]  8711.136 11254.133 15779.347 14185.944 12808.513 14954.677 16514.423
[168,]  7651.785 10432.836 15899.307 14244.578 12727.180 14866.244 16536.614
[169,]  8131.895 11169.657 14837.328 13163.299 11607.077 13741.778 15440.135
[170,]  8527.460 11870.056 13735.415 12016.625 10346.368 12457.130 14240.287
[171,]  9302.223 12436.954 13548.946 11886.328 10371.871 12513.212 14175.797
[172,]  6111.535  9424.934 16117.739 14380.463 12637.782 14714.796 16563.174
[173,]  6164.211  9279.885 16424.155 14706.269 13021.123 15121.098 16925.011
[174,]  5774.782  8675.484 17190.410 15483.687 13825.938 15933.804 17718.068
[175,]  4112.086  6980.407 18705.289 16975.843 15247.131 17325.274 19169.644
[176,]  3811.574  6596.739 19095.775 17365.363 15632.462 17707.997 19556.597
[177,]  3686.905  6284.817 19479.356 17752.504 16028.879 18108.059 19950.072
[178,]  4281.041  6729.482 19230.585 17517.649 15834.167 17930.208 19739.563
[179,] 20305.405 22138.767 16529.781 15942.480 16109.374 17643.357 17890.180
[180,] 19346.666 21221.795 16082.608 15407.348 15471.287 17073.173 17419.099
[181,] 18499.106 20416.056 15716.254 14960.558 14927.157 16589.895 17027.474
[182,] 18421.355 20026.927 17465.008 16653.128 16519.092 18245.972 18758.790
[183,] 19240.722 20836.511 17678.990 16939.957 16898.727 18570.306 18997.751
[184,] 19929.227 21512.361 17914.410 17234.938 17267.120 18892.952 19251.533
[185,] 20351.340 21871.689 18387.511 17731.332 17787.093 19398.470 19731.643
[186,] 17335.731 18455.632 19721.150 18748.698 18368.055 20232.495 20951.285
[187,] 15700.565 16630.239 20263.214 19150.104 18560.731 20522.006 21421.634
[188,] 16309.732 17715.132 18202.789 17182.444 16750.681 18637.616 19408.869
[189,] 13532.098 15000.901 17881.925 16645.407 15891.237 17912.971 18961.909
[190,] 14987.983 16207.217 18935.496 17795.878 17180.033 19150.358 20077.709
[191,] 18712.841 22247.820 14948.250 13913.904 12401.565 12293.805 13919.443
[192,] 19331.579 22756.972 16566.107 15550.334 14041.239 13920.198 15516.438
[193,] 17627.993 21135.351 15222.844 14077.151 12444.817 12537.581 14273.592
[194,] 18272.899 21617.850 17284.735 16154.942 14522.279 14604.262 16312.559
[195,] 19558.480 22831.248 18379.529 17328.434 15768.376 15722.432 17346.153
[196,] 18915.960 20156.131 19505.288 18673.685 18488.558 20248.378 20793.674
[197,] 18847.275 19786.700 20986.443 20097.004 19818.971 21632.167 22253.439
[198,] 18866.320 19575.400 22089.327 21161.418 20821.023 22668.315 23340.922
[199,] 20034.828 20733.520 22576.873 21722.672 21478.759 23275.439 23858.821
[200,] 19536.950 20015.930 23412.651 22485.761 22136.555 23989.849 24665.443
[201,] 21075.493 21496.199 24364.726 23516.246 23266.896 25068.431 25649.843
[202,] 20653.726 20911.415 24929.104 24023.422 23692.960 25538.139 26191.662
[203,] 19434.954 19667.367 24483.191 23505.909 23079.361 24972.068 25713.946
[204,]  8247.134 12014.732 14000.856 12220.829 10221.300 12062.569 14107.812
[205,]  7601.414 11346.789 14444.608 12663.039 10701.882 12603.974 14619.504
[206,]  6958.144 10685.119 15000.984 13220.927 11285.694 13218.906 15215.826
[207,]  6749.006 10508.562 15333.377 13551.803 11588.941 13483.383 15503.955
[208,]  5780.161  9471.878 16105.422 14329.947 12429.836 14396.884 16369.931
[209,]  5672.798  9424.466 16323.087 14542.884 12603.492 14525.104 16530.326
[210,]  5500.000  9279.540 16713.557 14931.895 12960.366 14834.644 16866.949
[211,]  6896.156 10675.839 15452.090 13671.751 11673.585 13507.833 15557.653
[212,]  8987.464 12768.262 13742.687 11975.898  9929.083 11651.113 13736.302
[213,]  8194.826 11973.304 14600.615 12831.433 10789.179 12519.572 14603.659
[214,]  7825.267 11577.785 15417.769 13655.971 11600.902 13277.221 15374.829
[215,]  5700.842  9469.107 16910.283 15130.652 13125.426 14937.464 16997.536
[216,]  6875.432 10593.962 16495.191 14729.134 12680.478 14375.437 16470.036
[217,]  4984.752  8724.731 17770.992 15991.152 13986.972 15797.160 17858.593
[218,]  6726.110 10310.783 17532.205 15776.546 13714.269 15342.782 17450.447
[219,]  7011.370  9425.691 17285.775 15641.385 14138.224 16278.016 17939.588
[220,]  6865.130  9185.730 17607.116 15963.455 14459.872 16599.428 18261.843
[221,]  6877.719  9078.336 17879.802 16242.585 14751.956 16892.775 18545.233
[222,]  6754.266  8900.688 18082.204 16443.276 14947.516 17087.688 18744.547
[223,]  6696.992  8725.801 18384.263 16748.040 15256.566 17397.048 19050.885
[224,]  6586.528  9130.922 17287.965 15622.920 14071.060 16204.032 17904.390
[225,]  6154.274  8712.751 17582.344 15905.197 14322.051 16448.851 18174.689
[226,]  6206.689  8674.350 17737.552 16066.746 14498.290 16627.878 18342.307
[227,]  6258.482  8654.551 17854.600 16188.881 14632.054 16763.683 18469.043
[228,]  6098.039  8396.239 18175.714 16510.050 14951.572 17082.635 18789.882
[229,]  5760.775  9052.663 16491.625 14753.691 13007.205 15081.509 16934.074
[230,]  5704.399  8864.148 16769.378 15042.193 13327.954 15416.047 17243.939
[231,]  5355.631  8441.947 17222.121 15496.505 13784.931 15873.231 17700.265
[232,]  5377.113  8211.189 17660.190 15950.947 14284.041 16388.214 18180.885
[233,]  4975.002  7934.808 17787.196 16064.710 14359.929 16449.963 18273.064
[234,] 21873.077 24847.418  8153.243  8194.678  9258.706 10024.939  9581.519
[235,] 21155.286 24204.533  7346.601  7268.264  8263.880  9097.723  8769.002
[236,] 21788.797 24909.382  6637.549  6762.177  7972.964  8587.220  8066.116
[237,] 22976.394 26105.945  6754.488  7179.772  8616.369  8965.484  8164.242
[238,] 22529.253 25567.569  7621.590  7852.193  9101.438  9670.556  9046.433
[239,] 23119.740 26034.652  8997.753  9238.917 10447.068 11059.029 10419.864
[240,] 23751.574 26795.292  7911.516  8395.740  9834.295 10174.226  9307.473
[241,] 23854.370 27086.839  5882.496  6662.663  8367.042  8341.285  7226.365
[242,] 22670.759 25880.722  5767.602  6221.524  7724.140  7995.308  7178.708
[243,] 17151.497 18651.923 17829.613 16890.433 16578.240 18404.476 19073.096
[244,] 17395.601 19059.172 17013.875 16115.830 15871.645 17659.889 18273.996
[245,] 17416.409 19249.049 16104.384 15227.700 15026.574 16788.972 17372.135
[246,] 17315.490 19325.223 15109.101 14239.848 14066.018 15810.510 16378.540
[247,] 16381.325 18316.900 15530.786 14559.818 14237.246 16063.796 16757.585
[248,] 16904.652 19152.527 13739.386 12839.737 12652.258 14400.410 14994.577
[249,] 16547.274 19036.878 12324.789 11380.441 11166.626 12924.174 13558.459
[250,] 15341.873 17735.821 13170.832 12090.029 11655.820 13530.826 14340.056
[251,] 14368.315 16762.905 13453.306 12269.958 11671.449 13621.752 14563.992
[252,] 14615.292 16827.732 14318.719 13173.261 12615.620 14551.159 15453.343
[253,] 13155.564 15457.234 14329.123 13042.471 12258.496 14283.279 15371.205
[254,] 11537.889 13849.535 14959.466 13546.291 12532.242 14627.280 15898.476
[255,] 12216.434 14360.796 15360.038 14010.756 13103.453 15170.442 16354.414
[256,] 11932.322 13866.671 16302.595 14944.145 14007.908 16084.923 17289.813
[257,]     0.000  3780.800 21870.194 20098.431 18209.710 20171.442 22150.088
[258,]  3780.800     0.000 25463.552 23703.652 21861.470 23859.090 25806.235
[259,] 21870.194 25463.552     0.000  1781.663  3817.939  2697.654  1428.567
[260,] 20098.431 23703.652  1781.663     0.000  2079.112  1830.470  2354.067
[261,] 18209.710 21861.470  3817.939  2079.112     0.000  2146.263  3944.779
[262,] 20171.442 23859.090  2697.654  1830.470  2146.263     0.000  2121.098
[263,] 22150.088 25806.235  1428.567  2354.067  3944.779  2121.098     0.000
[264,] 18443.290 20919.021 12168.663 11477.862 11606.185 13154.904 13494.672
[265,] 20151.536 22471.691 13321.811 12834.948 13182.422 14580.693 14700.911
[266,] 19928.677 22031.081 14759.134 14194.277 14418.510 15909.124 16122.976
[267,] 18533.264 20749.118 13890.109 13181.441 13243.974 14841.400 15213.764
[268,] 21907.199 24714.334  9725.931  9677.054 10596.351 11505.521 11152.610
[269,] 22739.508 25488.079 10427.892 10485.720 11485.671 12316.187 11856.379
[270,] 20644.162 23306.484 10801.067 10477.829 11079.359 12272.377 12204.441
[271,] 21787.121 24347.684 11788.293 11604.091 12325.795 13418.400 13208.453
[272,]  4669.295  7649.776 18027.753 16300.244 14579.759 16662.777 18498.970
[273,]  4708.789  7328.186 18603.838 16893.112 15218.078 17318.065 19119.347
[274,]  4639.668  7046.552 19023.474 17318.710 15658.056 17762.402 19553.054
[275,]  4009.437  5308.863 21157.042 19453.571 17788.826 19889.289 21687.075
[276,] 17437.156 21216.370  7485.593  6215.342  4609.748  4793.203  6749.316
[277,] 17683.576 21456.240  9109.363  7965.411  6446.142  6417.801  8223.692
[278,] 16625.872 20406.480  8182.837  6811.824  5051.088  5513.897  7527.616
[279,] 16363.634 20136.397  7496.573  6015.504  4143.809  4899.427  6986.989
[280,] 16511.518 20289.407  9040.866  7706.101  5963.404  6356.613  8328.651
[281,] 15665.466 19444.125  9341.648  7899.644  6030.912  6698.624  8740.160
[282,] 17715.440 18500.897 21367.207 20374.982 19950.858 21838.942 22589.223
[283,] 17798.128 18194.222 23111.764 22067.461 21555.280 23486.438 24309.013
[284,] 16092.785 16669.242 21824.721 20699.889 20079.675 22055.687 22977.287
[285,] 17094.881 17211.642 24012.271 22888.579 22254.462 24238.357 25166.521
[286,] 17797.238 17475.725 26046.215 24896.346 24211.432 26216.831 27185.710
[287,]  7120.932 10426.602 15159.177 13431.475 11724.048 13818.455 15635.892
[288,]  5282.792  8703.863 16772.106 15020.307 13225.405 15272.823 17164.577
[289,]  6282.787  9895.537 15593.103 13824.852 11965.972 13972.373 15910.718
[290,]  7416.607 10941.865 14522.461 12765.966 10962.465 13011.869 14902.113
[291,] 10065.678 12896.330 13898.858 12323.766 11007.733 13150.662 14660.779
[292,]  9346.822 12059.947 14812.718 13225.308 11871.078 14016.492 15557.074
[293,] 10283.683 12917.760 14437.852 12906.219 11673.453 13808.655 15253.908
[294,]  9808.792 12333.030 15122.469 13581.139 12319.801 14458.853 15926.521
[295,] 10530.345 12965.621 15005.009 13513.590 12352.674 14478.087 15866.319
[296,] 10149.912 12522.781 15439.282 13932.946 12737.451 14868.695 16284.089
[297,]  9638.191 11981.914 15825.001 14294.030 13045.407 15183.647 16641.215
[298,] 10783.531 12958.790 15824.268 14373.454 13278.652 15393.033 16727.506
[299,] 10043.283 12183.822 16289.526 14797.048 13618.417 15748.022 17149.436
[300,] 11287.105 13228.272 16485.994 15082.533 14065.343 16163.606 17434.181
[301,] 10447.634 12348.429 16931.346 15476.402 14361.165 16480.792 17830.461
          [,264]    [,265]    [,266]    [,267]     [,268]     [,269]    [,270]
  [1,]  4893.791  6794.306  7103.143  5569.626  8226.6487  9020.3964  6904.895
  [2,]  4594.728  6413.914  6571.711  5045.170  8283.5661  9021.7172  6832.935
  [3,]  5452.308  7206.327  7227.448  5726.525  9231.6695  9963.0688  7762.941
  [4,]  5569.974  7420.205  7598.093  6071.751  9050.6694  9832.4627  7692.656
  [5,]  5818.451  7753.666  8141.031  6609.272  8795.0329  9640.6942  7620.566
  [6,]  5237.520  7183.753  7629.761  6103.735  8177.8090  9020.0294  6998.809
  [7,]  5754.886  7718.725  8311.846  6808.411  8183.5388  9075.3736  7196.235
  [8,]  5098.844  7028.796  7840.207  6413.683  6950.9230  7869.0913  6125.467
  [9,]  4521.994  6483.616  7048.160  5544.823  7312.5545  8157.6541  6155.290
 [10,]  3716.454  5671.720  6208.088  4704.352  6809.4785  7609.6598  5521.132
 [11,]  3003.881  4966.289  5663.838  4218.690  5912.6470  6709.6695  4630.914
 [12,]  3510.096  5402.646  5750.139  4219.961  7093.2159  7830.3438  5648.702
 [13,]  9749.842 10485.058  9455.051  8694.591 14233.4324 14654.1840 12432.829
 [14,] 10406.672 10802.963  9575.462  9106.526 14853.3111 15161.5450 13022.697
 [15,] 11118.204 11833.706 10771.584 10049.988 15601.7593 16020.7936 13800.982
 [16,] 11914.352 12265.312 11000.449 10590.911 16352.9566 16646.4471 14521.089
 [17,] 12347.338 13060.012 11982.242 11279.156 16830.2777 17252.0527 15031.101
 [18,] 13287.082 13611.175 12323.536 11951.126 17721.0302 18005.2879 15888.605
 [19,] 13500.347 14174.543 13063.605 12403.964 17984.4628 18395.3153 16181.080
 [20,] 14222.697 14565.204 13279.836 12900.021 18663.9554 18955.0609 16832.132
 [21,] 13031.849 14838.053 15854.163 14492.857 13067.0641 14013.9984 13157.361
 [22,] 14281.909 16100.934 17098.172 15722.294 14340.1453 15284.8483 14437.837
 [23,] 15186.472 17025.537 17991.663 16596.377 15340.6340 16287.5320 15410.292
 [24,] 14028.091 15892.398 16816.870 15402.479 14408.3030 15365.6416 14374.838
 [25,] 13021.531 14907.015 15791.932 14361.149 13615.5110 14579.6643 13484.333
 [26,] 15575.410 17446.329 18356.632 16932.624 15945.9415 16900.5245 15933.221
 [27,] 14747.526 16632.495 17515.777 16080.948 15261.6410 16221.7935 15183.139
 [28,] 13994.857 15890.019 16752.319 15309.853 14627.4398 15591.2785 14493.335
 [29,] 14407.972 16327.446 17127.140 15660.136 15260.6953 16227.8102 15043.785
 [30,] 19952.156 21833.414 22718.817 21278.239 20284.0998 21231.4095 20320.497
 [31,] 20455.362 22353.026 23201.476 21745.581 20917.7590 21869.8636 20904.577
 [32,] 21606.916 23517.778 24331.697 22862.459 22172.5680 23127.4799 22123.874
 [33,] 22877.257 24773.274 25623.630 24166.645 23279.8062 24227.2634 23303.048
 [34,] 16939.880 18757.235 18727.362 17259.825 20056.7358 20933.2337 18938.651
 [35,] 15366.226 17184.771 17165.929 15693.910 18510.4640 19381.0911 17374.409
 [36,] 14842.929 16678.686 16697.640 15214.656 17925.2580 18801.9295 16812.694
 [37,] 14859.857 16639.904 16553.353 15102.210 18161.3856 19011.3037 16956.787
 [38,] 15087.415 16813.240 16636.366 15218.858 18555.8202 19382.0638 17280.845
 [39,] 14238.102 16068.349 16079.994 14598.439 17359.8485 18230.8020 16227.824
 [40,] 15187.838 17054.900 17140.837 15641.875 18108.0082 19002.1750 17064.603
 [41,] 14705.664 16515.029 16482.715 15014.109 17902.0908 18765.1681 16741.130
 [42,] 14146.006 15915.960 15817.086 14369.436 17498.0389 18339.5369 16268.991
 [43,] 14732.971 16486.257 16355.423 14919.812 18125.9067 18962.8054 16881.943
 [44,] 15443.374 17210.109 17096.898 15655.576 18778.0552 19624.5918 17561.702
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[260,] 11477.862 12834.948 14194.277 13181.441  9677.0542 10485.7203 10477.829
[261,] 11606.185 13182.422 14418.510 13243.974 10596.3513 11485.6713 11079.359
[262,] 13154.904 14580.693 15909.124 14841.400 11505.5212 12316.1868 12272.377
[263,] 13494.672 14700.911 16122.976 15213.764 11152.6103 11856.3788 12204.441
[264,]     0.000  1963.843  2836.478  1721.649  4484.5367  4944.5075  2690.378
[265,]  1963.843     0.000  1536.277  1817.104  4395.3498  4459.2471  2686.636
[266,]  2836.478  1536.277     0.000  1533.550  5922.0939  5926.5263  4220.900
[267,]  1721.649  1817.104  1533.550     0.000  5802.8409  6055.7442  3973.991
[268,]  4484.537  4395.350  5922.094  5802.841     0.0000   968.9549  1833.324
[269,]  4944.507  4459.247  5926.526  6055.744   968.9549     0.0000  2269.701
[270,]  2690.378  2686.636  4220.900  3973.991  1833.3240  2269.7015     0.000
[271,]  3453.504  2548.918  3981.808  4249.218  2159.6556  1950.8716  1377.371
[272,] 13781.572 15512.272 15352.629 13926.890 17263.2942 18084.7393 15977.596
[273,] 13790.703 15464.041 15220.059 13829.660 17422.9393 18219.0095 16072.492
[274,] 13970.912 15612.508 15323.831 13954.470 17672.6271 18456.0330 16292.440
[275,] 15625.957 17163.264 16732.773 15441.122 19504.7318 20252.9247 18049.358
[276,] 15633.075 17363.698 18469.018 17162.111 15141.0865 16049.8949 15473.502
[277,] 17399.976 19156.047 20232.961 18901.703 16986.7620 17895.8861 17303.915
[278,] 15666.391 17444.204 18495.632 17150.466 15425.9846 16351.3464 15658.169
[279,] 14626.379 16401.576 17456.607 16116.232 14409.4220 15339.1953 14620.913
[280,] 16469.177 18266.879 19292.410 17929.042 16317.7284 17246.3054 16522.081
[281,] 16082.352 17913.584 18891.272 17500.630 16152.9106 17094.1884 16264.906
[282,]  9548.527  9355.517  7908.369  7950.249 13700.2225 13812.9467 11894.074
[283,] 11401.798 11240.875  9790.536  9823.018 15583.2039 15698.1072 13774.449
[284,] 10467.922 10602.422  9258.338  9016.936 14819.0019 15038.6961 12987.801
[285,] 12558.232 12551.637 11141.380 11046.978 16842.6972 17008.9158 15019.226
[286,] 14632.137 14595.347 13166.563 13112.922 18903.8308 19054.4802 17083.044
[287,] 11856.941 13713.386 13798.992 12297.256 14931.5731 15801.7250 13804.256
[288,] 13622.886 15447.167 15451.270 13971.179 16786.3131 17650.9936 15633.713
[289,] 13510.498 15400.368 15553.754 14040.485 16345.3354 17244.0024 15327.149
[290,] 12343.631 14249.957 14457.781 12935.628 15108.4608 16010.3939 14109.989
[291,]  8467.218 10282.007 10326.159  8828.672 11866.2955 12681.6253 10579.646
[292,]  9104.581 10859.671 10791.878  9326.219 12663.0980 13457.2166 11318.709
[293,]  8160.224  9902.550  9831.994  8364.913 11797.3486 12573.5349 10413.487
[294,]  8654.257 10343.186 10185.638  8750.029 12398.6522 13157.4982 10975.150
[295,]  7971.983  9625.274  9434.050  8009.663 11819.3168 12553.8842 10348.685
[296,]  8401.329 10025.053  9786.852  8383.647 12287.2890 13015.2968 10803.338
[297,]  8940.305 10553.472 10291.398  8900.483 12826.2206 13556.4541 11345.348
[298,]  7996.616  9514.191  9161.126  7812.626 12063.1403 12743.6353 10499.647
[299,]  8768.889 10288.589  9920.617  8582.488 12808.9297 13499.7100 11260.498
[300,]  7934.606  9304.893  8803.104  7543.362 12167.6239 12792.5174 10527.916
[301,]  8782.358 10179.009  9682.726  8421.635 12970.1992 13614.3390 11354.398
          [,271]     [,272]     [,273]     [,274]    [,275]     [,276]
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  [6,]  8242.886  9091.5610  9290.1174  9569.6013 11501.882 12013.2655
  [7,]  8504.531  9251.7580  9536.3867  9852.5641 11857.459 11031.0803
  [8,]  7475.836 10606.6102 10899.4663 11216.4809 13218.664 10872.1516
  [9,]  7417.522  9956.8574 10150.2183 10425.2790 12343.466 12101.1412
 [10,]  6734.455 10477.1063 10614.8664 10863.4188 12718.031 12836.6569
 [11,]  5864.649 11376.7709 11513.7343 11760.0865 13604.516 13029.5237
 [12,]  6764.248 10354.0594 10426.0559 10643.7777 12422.993 13600.0692
 [13,] 12933.024  9438.7623  8840.5303  8665.4986  9085.545 20217.4657
 [14,] 13332.994 11302.8865 10671.6059 10467.3240 10694.987 21961.4213
 [15,] 14292.536  9495.2066  8812.0994  8570.6837  8665.128 21143.2893
 [16,] 14803.403 11832.4113 11132.5672 10872.9853 10803.442 23215.6719
 [17,] 15522.842  9634.5689  8888.7120  8592.5425  8381.466 21959.4864
 [18,] 16153.284 12418.7144 11670.1584 11367.6611 11042.648 24358.7092
 [19,] 16651.492 10160.5796  9372.5457  9034.5127  8548.092 22941.2133
 [20,] 17106.407 12666.5340 11888.3548 11557.7003 11055.723 25007.6240
 [21,] 14499.853 12363.3740 13100.3933 13564.9067 15640.123  2895.8783
 [22,] 15780.675 12673.4212 13448.9694 13919.3029 15945.100  2123.0455
 [23,] 16758.403 12732.4587 13533.8323 14006.0117 15981.482  2213.1852
 [24,] 15735.453 11670.5866 12453.1776 12924.2647 14938.503  3110.4611
 [25,] 14853.591 10813.5309 11573.1419 12041.5721 14090.757  4050.1778
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 [27,] 16548.956 11502.8089 12309.2782 12781.5198 14745.828  3430.7762
 [28,] 15863.420 10920.2546 11712.2427 12184.0552 14181.157  3877.5072
 [29,] 16418.912 10365.5065 11176.9788 11649.1347 13601.975  4568.2431
 [30,] 21676.341 14723.2637 15579.4613 16031.9387 17694.348  5762.1113
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 [32,] 23489.833 15112.8954 15966.0358 16397.3867 17884.035  7851.8977
 [33,] 24661.677 16544.8317 17396.7291 17825.2350 19284.497  8609.9293
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 [36,] 18038.716  2251.3004  3058.8775  3453.0382  4972.534 13373.6455
 [37,] 18139.263  1393.5303  2069.4924  2405.7452  3825.898 14426.5378
 [38,] 18423.977  1306.4520  1554.1249  1727.7094  2844.429 15390.1185
 [39,] 17446.668  1871.8157  2721.1430  3154.0861  4874.947 13272.8432
 [40,] 18317.976  3086.4595  3901.2600  4296.1711  5761.584 12797.8646
 [41,] 17945.537  1701.6979  2487.1195  2872.3115  4407.832 13841.9115
 [42,] 17440.426   758.0990  1573.1649  1991.4462  3753.512 14317.1374
 [43,] 18043.697  1033.9667  1598.0230  1908.3740  3351.909 14814.6306
 [44,] 18736.671  1792.2943  2285.0843  2523.5193  3584.246 14901.2662
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 [49,] 18911.186  1808.2863  1862.7143  1904.6022  2532.554 15883.6179
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 [60,] 10446.755  6711.8115  6725.1639  6928.3768  8711.723 13738.0091
 [61,] 15632.066  8924.7523  9721.0365 10193.1053 12183.371  5873.4115
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 [63,] 15728.381  7128.0577  7933.3901  8405.6281 10379.373  7682.9772
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 [71,] 14355.877 19543.2976 18965.2652 18790.8906 19051.963 27985.7793
 [72,] 15076.583 17830.2946 17193.7341 16977.9561 17049.545 27399.8723
 [73,] 18541.804 19242.3234 18514.4234 18225.3631 17890.627 30103.0897
 [74,] 14027.563 13542.0725 14252.9724 14711.9597 16809.978  2766.3306
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 [76,] 14563.794 14367.9446 15089.2200 15550.3426 17640.477  2243.4646
 [77,] 15740.434 14656.4813 15411.1150 15878.4683 17934.083  1073.5334
 [78,] 14325.380 15049.2952 15755.3273 16212.9825 18314.884  2748.3700
 [79,] 13849.048 15643.2657 16326.3370 16778.3093 18893.916  3592.3071
 [80,] 17282.089 10036.5459 10870.2755 11339.7706 13217.933  5288.0719
 [81,] 16814.797  8539.0757  9371.5509  9841.2798 11729.768  6573.7932
 [82,] 18035.153  9549.7153 10398.5111 10861.5508 12653.270  6264.4868
 [83,] 17644.234  8345.9212  9194.8764  9657.7796 11455.085  7199.4335
 [84,] 18636.051  9532.3817 10387.0889 10843.4957 12567.322  6754.1580
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[100,] 17729.179  2546.0137  1700.5134  1234.1074  1336.349 17228.7509
[101,] 15947.603  3146.5966  2432.6136  2218.3117  3161.758 16828.8128
[102,] 13075.705  5785.3739  5325.6212  5268.3273  6336.149 16886.4942
[103,] 13044.033  6679.9194  6154.8494  6045.2972  6866.956 17804.8513
[104,] 13082.927  7862.5518  7284.0071  7129.2882  7703.176 18958.6284
[105,] 14426.234  5774.8405  5136.1605  4947.7258  5516.150 18088.3836
[106,] 14486.574  7387.0301  6704.6034  6470.4891  6702.546 19545.3722
[107,]  8688.383 10572.1382 10276.7116 10297.4119 11474.434 17786.4451
[108,]  8977.129 11015.7153 10673.6717 10665.2014 11729.567 18538.1571
[109,]  8266.275 11552.3355 11245.9822 11257.6695 12386.799 18445.2704
[110,]  8083.995 10596.0085 10359.3504 10414.1725 11708.004 17162.2702
[111,]  7149.499 11086.2532 10912.7367 11001.7528 12401.166 16690.3709
[112,]  9085.904  9290.8930  9049.3411  9105.5316 10426.410 16618.1488
[113,]  9888.815  9106.4261  8783.0582  8791.8997  9956.969 17331.2842
[114,] 11319.200  8083.1015  7669.7061  7627.0779  8637.587 17646.6615
[115,] 10722.778  9344.7435  8922.9846  8869.7715  9802.543 18410.1633
[116,]  9263.668 11427.3749 11049.0997 11017.3220 11987.150 19185.8707
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[122,] 18276.365 11476.8333 12318.5603 12785.5446 14618.741  4538.3272
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[125,] 19645.334 10771.3676 11628.0188 12078.4977 13741.123  6513.9289
[126,] 22165.542 13287.6467 14141.6119 14575.1469 16087.331  7361.2949
[127,] 20752.181 10854.2233 11707.8379 12140.8680 13665.067  7665.2419
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[129,] 20231.479 15257.4750 16100.1820 16566.8056 18384.438  3737.6035
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[131,] 20024.965 13752.1797 14601.6762 15064.2080 16833.104  4372.5555
[132,] 20712.614 14607.2526 15458.5499 15919.4603 17667.318  4642.4346
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[143,] 14457.239  2878.6622  2732.4947  2913.8941  4777.049 14733.1775
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[145,] 15374.138  3230.2035  2626.2737  2509.4757  3707.714 16436.1363
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[150,] 17162.303  3939.1079  3093.1501  2692.1581  2434.850 18210.7330
[151,] 15960.986  6141.7145  5365.7065  5049.7887  4939.346 19418.8064
[152,] 15635.286  7475.8758  6717.9870  6415.5616  6273.877 20322.1838
[153,] 16270.757  7950.0258  7161.4708  6826.5625  6455.850 21043.6643
[154,] 16636.862  8023.7037  7220.0953  6868.4175  6382.211 21286.1468
[155,] 16877.700  5299.8486  4471.8632  4096.1688  3699.242 19209.9817
[156,] 18025.345  3394.1272  2548.1895  2082.3601  1278.654 18054.5574
[157,] 16148.899  1231.0170  1025.0646  1314.4571  3406.053 15037.9147
[158,] 16662.808  1045.9088   518.3661   777.1950  2890.870 15412.6690
[159,] 16375.891  1484.8338   915.0169   994.8878  2953.411 15593.0053
[160,] 21356.612 26681.8177 26022.2968 25785.2052 25691.855 35724.2364
[161,] 15252.598  2206.3083  2761.9718  3201.2375  5331.545 12978.8541
[162,] 14767.306  2485.0476  2888.6978  3286.9017  5416.036 13155.7323
[163,] 14881.483  2250.9920  2520.5998  2884.1556  4993.287 13680.9230
[164,] 15437.591  1699.6937  2036.5685  2434.3249  4565.468 13868.8978
[165,] 15207.359  1918.3236  2063.8743  2400.0002  4492.571 14167.5377
[166,] 15451.808  1752.3593  1740.6248  2034.1980  4097.118 14580.7626
[167,] 13141.311  4093.0023  4036.3127  4231.5524  6060.969 14272.7016
[168,] 14135.972  2984.1295  3107.2307  3402.1487  5428.397 13783.4530
[169,] 13753.586  3537.1106  3890.9883  4260.7609  6366.399 12629.9988
[170,] 13901.225  4297.9978  4879.5771  5313.5196  7446.899 11097.6066
[171,] 12773.842  4788.3808  5188.8089  5565.0444  7672.181 11648.1265
[172,] 15943.953  1952.3253  2683.5668  3152.7036  5219.715 12882.3983
[173,] 15695.373  1635.9037  2197.1973  2643.9022  4768.422 13468.7784
[174,] 16012.372  1105.6156  1418.0170  1835.4187  3970.309 14321.1030
[175,] 17692.588   681.1421   724.3957   994.7077  2675.004 15375.5307
[176,] 18025.249  1073.2970   906.0059   991.3853  2345.633 15722.3788
[177,] 18240.221  1452.2873  1069.4346   958.0429  1935.985 16136.5959
[178,] 17712.317  1332.7553   630.8834   358.9370  1964.784 16112.5742
[179,]  5558.404 15841.0145 15615.6075 15667.0916 16893.462 20073.8300
[180,]  5597.019 14870.6810 14652.8145 14709.8678 15963.439 19340.1461
[181,]  5761.390 14011.1772 13801.5150 13864.4959 15146.042 18700.1336
[182,]  7469.699 14106.7559 13790.9135 13792.0350 14849.977 20135.4527
[183,]  7259.641 14919.7109 14608.3624 14610.9667 15666.295 20620.2530
[184,]  7181.469 15606.3700 15296.8748 15299.6676 16349.442 21066.9646
[185,]  7506.145 16061.3452 15735.9000 15728.5875 16735.967 21604.7538
[186,] 10321.996 13397.4999 12926.1685 12830.9459 13514.190 21604.8953
[187,] 11725.873 11987.1102 11442.8491 11300.6529 11803.693 21460.7961
[188,]  9378.212 12177.5712 11773.9625 11724.6501 12613.997 19950.9789
[189,] 10802.770  9448.1255  9014.7405  8953.6669  9853.472 18583.8909
[190,] 10830.832 11049.9979 10570.1653 10473.9480 11194.459 20073.2397
[191,] 24404.102 17938.7736 18795.6579 19241.5099 20834.497  7792.1264
[192,] 26015.339 18911.6020 19766.0097 20200.2388 21694.980  9432.0853
[193,] 24232.012 17002.4710 17858.4944 18298.1995 19842.601  7873.9853
[194,] 26247.977 18139.0396 18987.2812 19408.8523 20811.216  9953.6649
[195,] 27619.116 19570.0473 20415.4458 20832.3026 22195.969 11169.0492
[196,]  9328.303 14843.0979 14422.9318 14358.6682 15152.215 21998.4355
[197,] 10956.494 15014.6226 14514.6787 14398.1377 14968.090 23175.8580
[198,] 12162.837 15232.8524 14678.7605 14524.9213 14924.353 24068.7199
[199,] 12237.082 16376.1225 15831.4964 15683.0239 16094.124 24855.9139
[200,] 13374.713 16092.9569 15496.5205 15311.7008 15554.564 25348.6802
[201,] 13890.053 17639.4331 17045.1224 16860.5022 17088.300 26609.9865
[202,] 14688.448 17385.0118 16755.6612 16545.5959 16650.313 26909.9933
[203,] 14637.130 16232.4753 15587.5270 15366.6506 15428.924 26155.9850
[204,] 17006.840  5929.7115  6777.5800  7241.1771  9065.781  9227.1699
[205,] 16844.188  5097.9002  5944.7156  6408.9222  8249.254  9958.7276
[206,] 16946.128  4405.1810  5255.9661  5717.3115  7539.159 10659.9806
[207,] 17502.708  4609.4811  5466.3241  5915.9905  7639.669 10743.5574
[208,] 17365.617  3280.5121  4137.3040  4584.0409  6320.353 11917.5533
[209,] 17956.232  3773.5316  4622.0222  5049.4098  6652.229 11833.3222
[210,] 18647.322  4257.0379  5083.7947  5485.6563  6930.302 11937.1663
[211,] 18051.822  5193.7581  6048.8229  6487.3014  8120.941 10541.0165
[212,] 17575.528  7023.9330  7876.8664  8335.9939 10105.078  8459.7040
[213,] 18130.456  6550.1861  7407.0752  7854.0332  9525.792  9284.9078
[214,] 19044.157  6747.0901  7596.3007  8022.1291  9543.375  9840.9487
[215,] 19279.263  4999.0212  5809.7062  6195.1360  7525.501 11815.3834
[216,] 19750.205  6360.4403  7183.4109  7578.0526  8919.017 10931.1100
[217,] 19947.014  4961.1721  5717.0550  6059.3895  7174.526 12630.0405
[218,] 20960.600  7028.7232  7808.4832  8163.9689  9274.229 11687.9698
[219,] 14946.491  2578.2598  2302.8283  2431.6360  4236.512 15143.2423
[220,] 15170.157  2551.6922  2173.0243  2245.2546  3963.880 15444.0322
[221,] 15269.351  2704.0785  2233.0970  2238.3574  3816.050 15759.7191
[222,] 15447.833  2678.0383  2150.1924  2116.8957  3627.716 15928.1662
[223,] 15632.801  2795.4098  2188.4205  2087.1044  3430.583 16233.6944
[224,] 15292.417  2080.8361  1888.9137  2088.4213  4036.964 14923.0325
[225,] 15724.467  1695.2001  1454.5564  1666.3691  3665.020 15052.8359
[226,] 15725.801  1845.3450  1498.3878  1644.3847  3564.649 15268.3636
[227,] 15723.601  1976.9123  1561.3911  1656.0823  3501.250 15433.2202
[228,] 15964.422  1999.8550  1454.1528  1462.1680  3206.906 15728.7276
[229,] 16233.066  1595.4808  2356.3912  2828.1025  4871.002 13206.9257
[230,] 16163.541  1258.3820  1935.2194  2401.6448  4488.482 13637.7058
[231,] 16461.134   807.9719  1489.9864  1959.8993  4033.712 14073.5147
[232,] 16416.897   751.0169   944.3912  1374.2375  3506.242 14714.9162
[233,] 16812.279   305.7370   926.8925  1399.1341  3455.579 14638.3631
[234,]  3747.698 17284.8801 17521.2598 17806.2222 19725.034 13848.9467
[235,]  4443.432 16603.8908 16877.1412 17178.9935 19137.231 12846.3420
[236,]  5250.911 17282.6500 17590.1292 17906.3860 19894.462 12582.2797
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[239,]  3574.226 18509.0262 18717.0961 18988.3434 20872.100 15053.4623
[240,]  5115.879 19199.9228 19467.2428 19764.7890 21709.665 14430.1459
[241,]  7201.486 19438.5958 19798.5300 20135.8298 22163.798 12854.7782
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[243,]  8537.513 12929.9636 12566.8664 12541.3290 13512.161 19957.0757
[244,]  7628.821 13062.0963 12754.5485 12762.3895 13857.145 19361.4049
[245,]  6804.999 12984.1606 12734.8384 12776.9459 13995.968 18594.7655
[246,]  6067.323 12796.1993 12610.6354 12689.2400 14035.362 17695.5192
[247,]  7060.281 11908.8131 11686.1992 11745.7694 13037.634 17669.2147
[248,]  5503.479 12297.0628 12202.2383 12331.1729 13843.667 16310.4637
[249,]  5312.668 11886.8834 11894.2909 12076.8581 13750.646 14851.0587
[250,]  6644.207 10702.4617 10659.5465 10819.1698 12437.788 15037.6274
[251,]  7603.120  9733.6862  9683.3538  9841.8438 11467.493 14813.5395
[252,]  7706.199 10038.0219  9907.6871 10023.1420 11518.882 15772.7358
[253,]  8937.342  8560.0186  8452.5300  8585.3529 10154.163 15063.2938
[254,] 10514.298  6961.1194  6832.3385  6961.9333  8552.875 14882.1450
[255,] 10117.394  7707.7223  7509.9998  7597.8724  9051.945 15633.5953
[256,] 10808.593  7560.7439  7261.9604  7292.6547  8572.690 16433.8517
[257,] 21787.121  4669.2949  4708.7892  4639.6683  4009.437 17437.1565
[258,] 24347.684  7649.7757  7328.1857  7046.5518  5308.863 21216.3705
[259,] 11788.293 18027.7528 18603.8382 19023.4741 21157.042  7485.5931
[260,] 11604.091 16300.2442 16893.1118 17318.7103 19453.571  6215.3417
[261,] 12325.795 14579.7590 15218.0776 15658.0562 17788.826  4609.7484
[262,] 13418.400 16662.7773 17318.0648 17762.4023 19889.289  4793.2028
[263,] 13208.453 18498.9697 19119.3472 19553.0545 21687.075  6749.3165
[264,]  3453.504 13781.5717 13790.7032 13970.9120 15625.957 15633.0749
[265,]  2548.918 15512.2717 15464.0411 15612.5080 17163.264 17363.6980
[266,]  3981.808 15352.6288 15220.0588 15323.8313 16732.773 18469.0182
[267,]  4249.218 13926.8903 13829.6599 13954.4698 15441.122 17162.1107
[268,]  2159.656 17263.2942 17422.9393 17672.6271 19504.732 15141.0865
[269,]  1950.872 18084.7393 18219.0095 18456.0330 20252.925 16049.8949
[270,]  1377.371 15977.5957 16072.4921 16292.4399 18049.358 15473.5019
[271,]     0.000 17117.9387 17171.5498 17370.1250 19063.313 16770.1152
[272,] 17117.939     0.0000   856.9004  1312.2078  3277.921 14781.0400
[273,] 17171.550   856.9004     0.0000   472.2420  2571.261 15562.4067
[274,] 17370.125  1312.2078   472.2420     0.0000  2134.943 16033.2710
[275,] 19063.313  3277.9212  2571.2611  2134.9429     0.000 18048.5982
[276,] 16770.115 14781.0400 15562.4067 16033.2710 18048.598     0.0000
[277,] 18606.294 15463.6336 16278.9423 16750.9862 18686.799  1845.9941
[278,] 16977.686 14081.5638 14875.4593 15347.3194 17338.554   885.2386
[279,] 15943.420 13573.7271 14345.4963 14815.3456 16846.956  1272.0563
[280,] 17848.113 14205.0203 15017.4022 15489.5574 17435.220  1579.6141
[281,] 17607.216 13364.3322 14179.4325 14651.4710 16590.066  2110.8405
[282,] 11881.281 14052.0782 13502.0865 13352.5739 13787.649 23087.4600
[283,] 13765.514 14498.7956 13867.1967 13658.0814 13802.050 24518.8946
[284,] 13151.327 12695.3924 12077.2623 11880.5598 12115.524 22890.0056
[285,] 15093.288 14113.1341 13423.2156 13169.0602 13085.592 24994.6783
[286,] 17131.326 15251.7686 14504.8891 14201.5275 13824.657 26823.5490
[287,] 15031.753  2868.9589  3501.6792  3952.8236  6071.956 12191.4789
[288,] 16844.731  1647.9787  2496.0964  2958.9439  4860.442 13194.3917
[289,] 16593.304  3149.3560  3989.8005  4456.6519  6354.455 11722.2021
[290,] 15385.783  3720.6440  4475.3083  4944.8734  6998.110 11090.8234
[291,] 11742.194  5403.6825  5573.1126  5856.1085  7824.874 12778.3006
[292,] 12441.859  4679.3875  4761.9053  5013.5413  6935.693 13468.8596
[293,] 11515.905  5621.9105  5660.2561  5882.9404  7729.198 13595.4797
[294,] 12044.900  5177.6178  5136.6118  5325.3556  7107.515 14123.4693
[295,] 11385.065  5919.8323  5839.0012  6000.9974  7701.276 14394.2102
[296,] 11824.904  5573.5993  5446.6253  5587.9098  7246.910 14672.2964
[297,] 12365.893  5091.1271  4930.7831  5059.6345  6704.830 14831.0080
[298,] 11446.542  6296.3520  6078.3671  6164.0746  7651.797 15410.4926
[299,] 12217.530  5607.5737  5346.2839  5413.6945  6876.581 15538.3103
[300,] 11382.704  6936.6656  6622.2825  6647.5189  7930.813 16321.7967
[301,] 12234.008  6171.8074  5809.5426  5811.4560  7052.469 16387.0668
          [,277]     [,278]     [,279]     [,280]     [,281]    [,282]
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  [4,] 14529.517 12758.4976 11809.0346 13380.4118 12778.2276 10077.968
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  [9,] 13736.940 11960.0352 10955.8321 12672.3301 12165.3914 11138.210
 [10,] 14496.518 12722.4476 11710.0877 13449.6412 12958.8134 10539.302
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 [17,] 23164.708 21493.9185 20689.2570 21913.7543 21163.7725  6055.471
 [18,] 25641.072 23939.0644 23095.2280 24403.8069 23676.5670  4992.033
 [19,] 24105.488 22453.7173 21669.5344 22848.2675 22085.6222  6728.734
 [20,] 26251.718 24565.4548 23740.3659 25006.4830 24265.9729  5892.796
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 [38,] 15938.316 14649.8798 14218.2917 14698.0575 13848.8003 15049.197
 [39,] 13832.164 12532.6364 12103.7275 12588.1207 11739.8271 15541.769
 [40,] 13199.113 12014.8738 11683.5245 11983.1077 11131.5914 16831.982
 [41,] 14361.898 13091.4673 12683.1233 13124.7678 12274.7833 15662.689
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 [43,] 15378.335 14078.1123 13639.6569 14135.1381 13286.6468 15047.608
 [44,] 15376.228 14140.1556 13753.6008 14148.2757 13297.0915 15776.729
 [45,] 13491.766 12360.7015 12068.2207 12291.6850 11441.3303 17237.664
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 [47,] 14846.311 13662.9492 13320.8885 13632.1916 12780.7100 16450.598
 [48,] 15436.220 14249.5564 13901.5017 14221.6642 13370.1635 16313.150
 [49,] 16399.391 15134.8328 14720.3947 15164.9929 14314.5932 15250.109
 [50,] 17098.006 15895.4428 15526.8188 15880.1805 15028.6248 15937.903
 [51,]  5370.742  3783.2489  2786.5718  4683.5739  4625.2551 19987.132
 [52,]  5946.809  4309.0824  3284.8827  5193.7928  5061.4682 19353.648
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 [54,]  6456.605  4700.5549  3667.6551  5495.2380  5154.4100 18372.035
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 [59,] 14163.086 12414.6023 11514.1695 12970.3723 12314.5598 10558.485
 [60,] 15106.425 13368.5182 12484.5226 13900.5743 13225.6630  9742.771
 [61,]  6597.143  5156.8358  4707.6113  5326.9800  4509.3540 18898.306
 [62,]  8646.748  7039.8273  6361.0291  7385.2220  6622.1243 16572.062
 [63,]  8350.428  6959.3565  6512.1238  7085.9523  6251.9288 17813.092
 [64,]  8755.756  7535.1428  7230.0773  7523.0942  6672.1244 18401.512
 [65,] 10586.178  8994.0026  8312.7825  9320.5705  8542.5291 15008.911
 [66,] 10195.330  8701.2789  8126.9608  8924.4525  8110.6392 15948.191
 [67,] 10177.748  8803.8560  8343.6298  8917.3004  8078.2259 16724.357
 [68,] 10978.304  9551.4534  9033.8386  9711.8681  8880.9206 15871.101
 [69,] 34379.108 32648.3788 31763.3374 33160.5350 32458.7304 10551.885
 [70,]  9383.901  7608.5075  6600.6673  8338.2221  7871.8038 15381.812
 [71,] 29597.336 27818.6043 26827.9544 28493.4076 27926.1765  5523.828
 [72,] 28929.480 27157.4279 26199.7267 27776.9041 27157.5439  4324.870
 [73,] 31548.320 29793.9531 28873.1240 30356.9388 29691.0629  7218.758
 [74,]  4583.424  2980.2875  1988.1923  3881.0718  3844.3609 20564.354
 [75,]  3450.834  1828.1454   875.1577  2733.2113  2766.0936 21454.645
 [76,]  4087.576  2700.5434  1893.6385  3608.5935  3767.9853 21399.979
 [77,]  2909.850  1681.8047  1249.1973  2547.9404  2876.0964 22348.624
 [78,]  4535.511  3356.9470  2664.2609  4240.7351  4496.7305 21611.237
 [79,]  5317.036  4254.6503  3588.8617  5123.4332  5413.0936 21604.064
 [80,]  5514.490  4441.3285  4370.0555  4306.0932  3456.2664 20685.445
 [81,]  6971.510  5769.3108  5526.5324  5737.8889  4886.8608 19467.080
 [82,]  6294.409  5397.4443  5413.2579  5150.8426  4319.9326 20857.379
 [83,]  7399.189  6359.5007  6231.3221  6213.0372  5366.5664 19878.402
 [84,]  6640.407  5876.3292  5966.7705  5552.6889  4745.6218 21202.828
 [85,]  7569.988  6690.3905  6672.4357  6441.6932  5613.9486 20475.993
 [86,]  8617.919  7745.2535  7705.5845  7497.5100  6671.0566 20203.172
 [87,]  8388.625  7629.6260  7671.6340  7314.2398  6507.7200 20808.905
 [88,]  7335.600  6694.0503  6838.5195  6307.8050  5527.8247 21519.309
 [89,] 16926.062 15422.9684 14800.7524 15655.4811 14837.3379 11846.876
 [90,] 16966.177 15512.2264 14935.0095 15698.8260 14869.3419 12566.154
 [91,] 17644.944 16173.0050 15577.3185 16376.1682 15550.1774 12065.166
 [92,] 16911.792 15519.4846 14996.7360 15652.0833 14812.3449 13465.085
 [93,] 17224.865 15832.8153 15309.1318 15965.2886 15125.4346 13387.361
 [94,] 17478.379 16060.7354 15513.9694 16215.2284 15379.0679 12948.554
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          [,283]    [,284]    [,285]    [,286]     [,287]     [,288]     [,289]
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[221,] 11821.804 10011.432 11499.110 12746.859  3710.0879  3826.8237  5039.2229
[222,] 11825.181 10019.136 11475.735 12695.549  3847.6628  3875.4884  5125.8658
[223,] 11708.306  9909.478 11322.415 12505.700  4136.1304  4079.7644  5368.2038
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[231,] 14459.557 12643.603 14159.428 15390.921  2065.4736  1190.7587  2586.9497
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[249,] 10804.725  9624.534 11790.408 13853.983 10009.7897 11755.4430 11695.8223
[250,]  9977.435  8655.116 10841.779 12881.368  9005.6758 10687.0335 10753.9271
[251,]  9884.182  8437.903 10624.309 12626.404  8099.2647  9751.6567  9869.9620
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[255,]  8969.420  7275.825  9361.257 11212.818  6676.3805  8058.0226  8516.5342
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[257,] 17798.128 16092.785 17094.881 17797.238  7120.9321  5282.7920  6282.7870
[258,] 18194.222 16669.242 17211.642 17475.725 10426.6024  8703.8634  9895.5367
[259,] 23111.764 21824.721 24012.271 26046.215 15159.1773 16772.1062 15593.1030
[260,] 22067.461 20699.889 22888.579 24896.346 13431.4750 15020.3074 13824.8515
[261,] 21555.280 20079.675 22254.462 24211.432 11724.0476 13225.4046 11965.9721
[262,] 23486.438 22055.687 24238.357 26216.831 13818.4547 15272.8230 13972.3726
[263,] 24309.013 22977.287 25166.521 27185.710 15635.8925 17164.5772 15910.7183
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[268,] 15583.204 14819.002 16842.697 18903.831 14931.5731 16786.3131 16345.3354
[269,] 15698.107 15038.696 17008.916 19054.480 15801.7250 17650.9936 17244.0024
[270,] 13774.449 12987.801 15019.226 17083.044 13804.2561 15633.7129 15327.1486
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[278,] 24223.225 22566.530 24649.158 26446.340 11548.9107 12478.7204 10994.6225
[279,] 23293.783 21653.673 23750.868 25570.263 10951.9369 12001.9428 10542.9875
[280,] 24801.843 23122.955 25183.915 26950.182 11772.4964 12579.8418 11080.9683
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[284,]  1822.705     0.000  2189.246  4232.173 12997.2188 13758.8611 14723.4503
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[286,]  3400.876  4232.173  2074.719     0.000 16166.2517 16570.4140 17742.0577
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[288,] 15578.626 13758.861 15314.337 16570.414  1863.5940     0.0000  1504.8223
[289,] 16545.806 14723.450 16388.100 17742.058  1840.2516  1504.8223     0.0000
[290,] 16009.106 14194.254 15960.914 17422.067  1272.5735  2262.9910  1244.0722
[291,] 12285.537 10521.623 12487.946 14184.706  3474.2117  5165.1805  5260.0532
[292,] 11959.044 10164.928 12053.844 13674.243  3179.0323  4671.0073  5018.5784
[293,] 11415.757  9650.615 11619.275 13325.693  4073.3369  5624.8800  5902.4104
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[298,]  9586.138  7807.898  9760.638 11470.372  5492.2988  6738.0125  7322.2977
[299,]  9815.578  8009.774  9870.018 11489.737  5060.7251  6161.0704  6860.8060
[300,]  8617.930  6838.615  8798.460 10528.009  6385.1360  7526.5843  8200.7840
[301,]  8949.794  7138.862  8982.841 10602.581  5887.3136  6876.0054  7662.9303
           [,290]     [,291]     [,292]     [,293]     [,294]     [,295]
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[103,]  8164.9437  5026.6421  4403.3739  4221.8860  3686.2233  3466.0035
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           [,296]     [,297]     [,298]     [,299]     [,300]     [,301]
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          [,315]     [,316]     [,317]     [,318]    [,319]     [,320]
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 [67,] 11582.162  9815.438 10207.376 11718.404 13184.3120
 [68,] 11189.473  9585.828 10082.506 11488.131 12962.8843
 [69,] 21906.413 23855.063 25075.765 24102.371 24526.7212
 [70,]  6175.124  3737.516  3726.610  5499.047  6878.2267
 [71,] 15300.034 17677.560 18779.544 17395.546 17455.2834
 [72,] 15317.468 17500.748 18672.097 17488.668 17756.3032
 [73,] 18537.775 20590.565 21793.203 20727.871 21086.3887
 [74,] 10623.622  8005.633  7243.231  9144.563 10090.2454
 [75,] 11719.935  9099.065  8373.555 10283.849 11242.7581
 [76,] 11302.163  8696.251  7861.442  9726.069 10588.3551
 [77,] 12429.656  9815.493  9014.754 10892.046 11768.5657
 [78,] 11252.341  8679.085  7755.585  9560.566 10324.5409
 [79,] 10988.889  8471.988  7461.937  9184.304  9839.3641
 [80,] 13172.506 10775.892 10596.225 12478.188 13777.6357
 [81,] 12595.339 10344.522 10337.408 12141.355 13511.7765
 [82,] 13860.135 11538.361 11440.093 13290.462 14624.3978
 [83,] 13398.033 11196.662 11227.014 13011.722 14394.6806
 [84,] 14441.318 12146.444 12071.288 13912.005 15254.8012
 [85,] 14179.023 11985.125 12013.240 13800.340 15182.2155
 [86,] 14502.849 12421.917 12545.562 14274.252 15686.4283
 [87,] 14993.566 12868.602 12949.961 14706.398 16105.7273
 [88,] 15143.827 12901.324 12872.949 14691.734 16052.4949
 [89,] 12211.597 11854.491 12838.037 13490.979 14858.4860
 [90,] 12928.066 12477.534 13427.883 14149.729 15534.0470
 [91,] 13055.692 12747.801 13738.305 14370.970 15729.6405
 [92,] 13699.650 13129.751 14036.587 14843.652 16247.7658
 [93,] 13879.138 13354.526 14274.460 15054.932 16452.0373
 [94,] 13697.438 13255.834 14202.821 14928.417 16311.6075
 [95,] 14345.449 13705.227 14583.707 15442.683 16857.6708
 [96,] 14433.546 13852.718 14750.364 15572.697 16978.9317
 [97,] 14735.828 14090.647 14964.526 15830.857 17246.7976
 [98,] 14978.358 14286.073 15141.894 16040.527 17463.1985
 [99,] 14774.657 14256.906 15172.589 15958.404 17354.8846
[100,] 13978.167 13608.060 14574.271 15257.368 16627.9776
[101,] 12305.881 12139.521 13173.046 13705.742 15036.0398
[102,]  9790.640 10167.549 11329.619 11478.118 12679.3877
[103,] 10024.972 10645.693 11840.852 11833.927 12962.8971
[104,] 10422.368 11320.327 12543.590 12355.480 13389.0769
[105,] 11262.786 11676.292 12835.909 12979.806 14167.5029
[106,] 11725.351 12473.578 13678.048 13602.801 14683.7581
[107,]  6655.412  8281.430  9518.353  8798.882  9563.3484
[108,]  7242.822  8970.045 10201.050  9410.158 10109.8366
[109,]  6741.500  8616.938  9831.200  8928.530  9553.6707
[110,]  5904.656  7537.230  8771.716  8043.908  8821.4454
[111,]  4988.754  6766.627  7984.752  7151.606  7880.9082
[112,]  6382.736  7603.043  8849.552  8402.642  9350.7839
[113,]  7318.920  8529.172  9774.887  9345.882 10285.5086
[114,]  8566.423  9521.065 10753.562 10508.678 11533.2310
[115,]  8405.576  9691.313 10937.550 10467.056 11363.0249
[116,]  7769.172  9569.387 10794.933  9949.885 10597.9893
[117,] 14462.180 11883.215 11375.774 13318.325 14422.8380
[118,] 14172.214 11638.044 11235.123 13172.202 14348.0264
[119,] 13681.211 11190.280 10869.180 12792.414 14018.5675
[120,] 15393.906 12847.755 12411.877 14352.545 15501.5639
[121,] 14967.577 12483.290 12161.856 14086.307 15307.7407
[122,] 14273.502 11792.456 11481.890 13403.423 14633.3031
[123,] 14260.317 11848.463 11637.409 13531.660 14813.6926
[124,] 16417.117 13949.995 13644.767 15566.814 16793.4043
[125,] 15508.631 13139.808 12971.581 14852.364 16152.6938
[126,] 18120.252 15671.378 15382.699 17302.016 18534.3375
[127,] 16573.441 14254.055 14134.060 15996.942 17318.2064
[128,] 16582.233 13962.778 13268.639 15179.814 16116.0540
[129,] 16591.114 13986.496 13384.060 15317.367 16335.4667
[130,] 15402.132 12799.073 12208.181 14143.995 15179.0443
[131,] 16186.962 13629.610 13164.988 15107.270 16233.1816
[132,] 16933.706 14358.859 13848.881 15791.126 16880.8540
[133,] 18614.855 16026.544 15473.035 17412.012 18460.4799
[134,] 19940.083 17332.236 16705.475 18632.101 19612.0875
[135,] 18304.788 15690.872 15037.112 16958.306 17921.5347
[136,] 17771.865 15169.795 14573.177 16506.773 17523.3392
[137,]  9768.367  9715.952 10798.144 11218.807 12525.2223
[138,] 10036.170 10209.067 11334.339 11617.268 12871.3161
[139,] 10816.936 10970.805 12086.687 12393.619 13651.4591
[140,] 11485.973 11533.137 12622.417 13007.223 14290.3122
[141,] 12447.295 12552.822 13648.430 14007.297 15275.6739
[142,] 10965.318 10750.151 11782.673 12326.880 13666.9594
[143,] 10573.160 10139.380 11117.927 11792.351 13172.3177
[144,] 10726.739 10700.549 11779.681 12200.338 13500.6297
[145,] 11716.308 11554.279 12593.461 13115.400 14444.7758
[146,] 14335.718 12099.821 10915.768 12250.923 12433.5994
[147,]  6972.224  4799.952  3578.035  4931.790  5384.2336
[148,]  4189.145  3063.520  2138.028  1993.825  2061.0997
[149,]  3049.141  2783.538  2404.741  1027.001   832.1834
[150,] 13649.802 13590.716 14641.956 15120.898 16427.7463
[151,] 12894.974 13326.507 14481.918 14630.196 15809.5006
[152,] 12875.470 13573.869 14768.999 14736.626 15831.0040
[153,] 13591.062 14326.053 15524.046 15471.382 16551.1277
[154,] 13951.468 14668.956 15863.852 15825.550 16910.4527
[155,] 13616.248 13830.722 14942.918 15242.071 16481.5380
[156,] 14383.321 14143.961 15144.484 15747.702 17093.2286
[157,] 12197.014 11581.475 12487.134 13302.736 14712.5997
[158,] 12727.534 12121.287 13024.765 13842.229 15251.1478
[159,] 12487.479 11965.306 12897.699 13658.869 15054.7113
[160,] 22872.591 25323.833 26387.225 24900.213 24804.6192
[161,] 11100.791 10125.571 10917.379 11937.398 13389.0471
[162,] 10651.232  9777.551 10614.088 11562.514 13003.4861
[163,] 10822.413 10063.169 10937.425 11818.714 13246.6190
[164,] 11375.299 10586.993 11443.841 12353.545 13785.6112
[165,] 11194.433 10509.154 11403.327 12245.822 13664.5479
[166,] 11480.920 10860.069 11771.761 12579.188 13989.1999
[167,]  9263.101  8914.114  9932.292 10526.488 11890.8915
[168,] 10125.674  9494.665 10420.611 11208.235 12618.2996
[169,]  9612.009  8726.413  9576.104 10507.837 11948.6977
[170,]  9627.240  8329.214  9012.938 10196.664 11668.4625
[171,]  8550.729  7493.904  8303.791  9308.501 10763.7434
[172,] 11760.324 10682.230 11423.438 12518.989 13979.9212
[173,] 11576.659 10661.370 11469.414 12461.322 13907.6785
[174,] 11975.334 11214.379 12073.525 12976.480 14405.8010
[175,] 13682.833 12919.012 13759.881 14688.859 16119.9804
[176,] 14035.426 13297.331 14144.334 15061.439 16489.5576
[177,] 14287.059 13604.658 14469.146 15354.099 16774.9784
[178,] 13795.789 13186.688 14079.917 14912.914 16323.0059
[179,]  6772.363  9348.797 10297.578  8696.170  8591.7126
[180,]  6157.046  8675.293  9683.814  8183.909  8232.5214
[181,]  5686.921  8120.746  9182.901  7794.191  7990.3898
[182,]  7400.755  9732.284 10844.827  9546.701  9796.3761
[183,]  7666.128 10093.517 11163.066  9760.001  9888.7368
[184,]  7974.700 10462.732 11495.495 10015.862 10047.0777
[185,]  8481.650 10985.203 12006.861 10502.159 10492.5810
[186,]  9698.732 11745.150 12940.362 11893.839 12343.8217
[187,] 10455.591 12196.614 13431.613 12634.267 13277.4262
[188,]  8252.869 10182.246 11393.473 10447.078 11005.5174
[189,]  8537.850  9847.426 11093.893 10607.812 11492.0485
[190,]  9222.889 10865.107 12105.173 11381.916 12096.3645
[191,] 20734.933 18138.877 17555.025 19489.408 20504.2276
[192,] 22308.592 19721.199 19160.292 21097.465 22126.8133
[193,] 20450.160 17879.933 17368.570 19310.369 20385.8916
[194,] 22413.113 19861.144 19384.953 21327.588 22425.0714
[195,] 23827.347 21262.670 20755.766 22697.478 23767.5759
[196,]  9436.472 11725.399 12857.672 11589.329 11832.7395
[197,] 10915.710 13111.854 14275.125 13090.394 13396.9669
[198,] 12029.241 14162.814 15343.340 14213.667 14560.0059
[199,] 12505.244 14751.263 15901.882 14664.025 14901.1270
[200,] 13350.334 15486.581 16667.945 15532.866 15861.6581
[201,] 14294.507 16544.522 17695.563 16448.885 16661.6277
[202,] 14859.350 17028.376 18203.082 17034.177 17319.0041
[203,] 14447.296 16502.358 17701.830 16639.050 17024.9679
[204,] 12682.973 10802.330 11100.747 12695.965 14148.5041
[205,] 12517.623 10771.300 11160.886 12674.451 14140.6431
[206,] 12628.145 11000.431 11459.929 12904.234 14377.2677
[207,] 13182.509 11524.866 11959.208 13429.137 14900.3671
[208,] 13083.642 11654.922 12216.700 13547.548 15023.9408
[209,] 13660.539 12158.221 12674.264 14057.278 15533.3568
[210,] 14344.277 12792.705 13274.073 14694.836 16169.7255
[211,] 13726.250 11988.935 12367.833 13891.832 15357.3126
[212,] 13272.308 11242.254 11421.798 13110.389 14537.4990
[213,] 13811.555 11869.359 12108.730 13752.957 15194.3281
[214,] 14722.550 12797.224 13038.458 14681.968 16124.0934
[215,] 14964.478 13329.874 13757.332 15234.138 16705.3961
[216,] 15423.026 13602.696 13909.574 15499.247 16954.5679
[217,] 15644.444 14078.524 14539.026 15981.685 17455.6726
[218,] 16633.453 14814.413 15111.458 16710.118 18164.1034
[219,] 11095.093 10687.642 11667.756 12335.117 13710.9524
[220,] 11351.763 10982.709 11970.907 12618.422 13987.6594
[221,] 11497.084 11188.877 12192.271 12803.720 14161.8967
[222,] 11689.638 11392.924 12397.640 13004.751 14360.8372
[223,] 11912.240 11658.138 12672.223 13255.549 14603.5093
[224,] 11381.555 10866.707 11812.448 12551.955 13945.8141
[225,] 11803.402 11254.402 12185.207 12953.002 14352.5510
[226,] 11836.886 11338.613 12284.582 13021.066 14412.6127
[227,] 11860.355 11401.432 12358.905 13071.005 14456.0937
[228,] 12129.098 11702.078 12666.361 13362.359 14742.2000
[229,] 12068.029 11027.843 11780.497 12857.951 14316.1943
[230,] 12042.607 11106.622 11900.822 12913.499 14362.3792
[231,] 12372.420 11495.138 12307.678 13289.237 14732.4090
[232,] 12405.550 11677.823 12543.781 13432.720 14858.2130
[233,] 12768.671 11968.819 12805.508 13744.793 15179.5694
[234,]  4553.374  5162.036  4799.411  3276.680  1809.8078
[235,]  4241.148  4374.184  3873.771  2570.321  1273.7529
[236,]  5199.876  5020.941  4310.583  3363.072  2238.2313
[237,]  6293.736  6217.045  5472.898  4547.108  3328.9701
[238,]  5429.412  5748.870  5205.351  3932.435  2545.1279
[239,]  5584.501  6481.279  6156.886  4581.309  3105.0248
[240,]  6603.072  6966.618  6373.935  5159.971  3764.7787
[241,]  7703.747  7271.046  6346.566  5791.894  4742.9282
[242,]  6532.282  6045.603  5145.006  4574.296  3596.3363
[243,]  7788.840  9893.032 11072.429  9982.108 10425.5580
[244,]  6951.157  9136.134 10293.903  9137.146  9537.6862
[245,]  6035.865  8264.615  9407.144  8217.722  8611.2052
[246,]  5040.391  7288.849  8421.105  7223.318  7641.2459
[247,]  5547.976  7558.199  8747.529  7743.021  8317.7078
[248,]  3697.606  5877.003  7018.438  5893.437  6438.1974
[249,]  2403.953  4399.380  5559.411  4573.858  5320.0442
[250,]  3609.956  5107.882  6339.538  5672.952  6576.5567
[251,]  4318.447  5401.884  6648.632  6243.397  7275.6233
[252,]  4883.688  6249.927  7493.850  6931.374  7850.0932
[253,]  5608.985  6384.523  7617.703  7431.840  8540.8525
[254,]  6968.066  7297.737  8476.562  8596.895  9818.6519
[255,]  6852.284  7515.272  8732.212  8646.101  9778.0296
[256,]  7718.769  8458.489  9677.337  9560.118 10662.9629
[257,] 17727.159 16787.893 17532.420 18610.635 20063.5550
[258,] 20511.223 19888.992 20740.284 21635.853 23050.9900
[259,] 10072.676  8070.445  6831.726  7922.312  7984.2199
[260,]  9273.831  7003.715  5821.927  7246.551  7631.9817
[261,]  9337.095  6806.465  5816.497  7581.780  8324.2237
[262,] 10918.252  8524.802  7407.684  8964.809  9432.6056
[263,] 11358.082  9233.365  8015.471  9239.320  9376.3343
[264,]  2271.193  4873.389  5793.480  4255.826  4460.3295
[265,]  4014.951  6623.727  7390.818  5625.612  5347.7229
[266,]  5100.447  7709.722  8602.058  6949.168  6818.0976
[267,]  3924.521  6456.554  7451.636  5974.453  6137.8154
[268,]  4203.585  5607.639  5589.028  3746.830  2417.9191
[269,]  5012.353  6562.623  6557.353  4712.256  3382.0280
[270,]  3015.445  5129.128  5519.711  3584.207  2848.4907
[271,]  4327.180  6506.204  6863.738  4921.643  4009.6843
[272,] 13073.391 12262.544 13092.148 14042.571 15478.9027
[273,] 13220.654 12572.460 13457.564 14308.047 15723.4049
[274,] 13469.046 12894.261 13801.397 14608.749 16013.4641
[275,] 15310.860 14901.597 15847.654 16569.260 17947.4549
[276,] 13383.656 10763.745 10007.943 11902.451 12810.0137
[277,] 15162.348 12541.441 11822.977 13727.980 14652.5163
[278,] 13440.297 10821.848 10152.260 12074.846 13060.5864
[279,] 12398.352  9779.525  9112.183 11037.069 12036.4409
[280,] 14256.680 11643.346 11008.561 12937.877 13945.4291
[281,] 13898.633 11302.432 10745.689 12686.056 13758.3103
[282,] 11355.298 13371.946 14575.041 13550.898 13999.4091
[283,] 13150.800 15076.799 16295.602 15347.021 15842.0095
[284,] 12017.555 13756.404 14992.998 14198.368 14826.4114
[285,] 14175.751 15944.766 17180.587 16362.380 16953.6839
[286,] 16243.250 17975.955 19215.321 18427.342 19027.9663
[287,] 10816.341  9680.696 10412.233 11525.027 12989.1536
[288,] 12656.758 11541.433 12255.348 13388.426 14852.7476
[289,] 12316.129 10923.803 11514.292 12811.534 14287.4356
[290,] 11096.395  9679.741 10277.433 11567.670 13043.6459
[291,]  7671.315  7079.491  8061.821  8756.349 10157.3775
[292,]  8459.983  7985.914  8984.096  9633.618 11018.1594
[293,]  7595.340  7306.071  8365.440  8876.693 10229.3766
[294,]  8203.346  7992.322  9059.026  9541.618 10880.2548
[295,]  7643.731  7636.677  8753.323  9096.396 10394.2722
[296,]  8117.108  8113.909  9224.917  9578.562 10875.2560
[297,]  8652.436  8596.574  9690.391 10089.593 11397.1789
[298,]  7959.065  8255.372  9419.366  9585.027 10812.1412
[299,]  8684.275  8861.991  9999.809 10254.923 11509.7568
[300,]  8170.621  8748.279  9947.998  9941.708 11091.3783
[301,]  8925.022  9338.912 10512.347 10623.308 11816.7151
 [ reached getOption("max.print") -- omitted 31 rows ]

Note: diagonal is zero.

Our col and row names are now numbers so we need to create list of names and sort, before putting it onto the matrix col and rows.

# Create list
sz_names <- mpsz$SUBZONE_C

colnames(dist) <- paste0(sz_names)
rownames(dist) <- paste0(sz_names)

Pivoting distance value by Subzone_C

distPair <- melt(dist) %>%
  rename(dist = value)
head(distPair, 10)

     Var1   Var2      dist
1  AMSZ01 AMSZ01    0.0000
2  AMSZ02 AMSZ01  810.4491
3  AMSZ03 AMSZ01 1360.9294
4  AMSZ04 AMSZ01  840.4432
5  AMSZ05 AMSZ01 1076.7916
6  AMSZ06 AMSZ01  805.2979
7  AMSZ07 AMSZ01 1798.7526
8  AMSZ08 AMSZ01 2576.0199
9  AMSZ09 AMSZ01 1204.2846
10 AMSZ10 AMSZ01 1417.8035

Updating intra-zonal distances

# Done on memory to check if metrics are correct
distPair %>%
  filter(dist > 0) %>%
  summary()

      Var1             Var2             dist        
 AMSZ01 :   331   AMSZ01 :   331   Min.   :  173.8  
 AMSZ02 :   331   AMSZ02 :   331   1st Qu.: 7149.5  
 AMSZ03 :   331   AMSZ03 :   331   Median :11890.0  
 AMSZ04 :   331   AMSZ04 :   331   Mean   :12229.4  
 AMSZ05 :   331   AMSZ05 :   331   3rd Qu.:16401.7  
 AMSZ06 :   331   AMSZ06 :   331   Max.   :49894.4  
 (Other):107906   (Other):107906                    

Artificially assign value of 50 to those with value 0 so we can do calculation.

(Why 50? look at max and min values in distPair calc just now, 50 meters is less than the min distance, and much much less than the max val.)

distPair$dist <- ifelse(distPair$dist ==0,
                        50, distPair$dist)

distPair <- distPair %>%
  rename(orig = Var1, dest = Var2)

Preparing Flow Data

flow_data <- od_data %>%
  group_by(ORIGIN_SZ, DESTIN_SZ) %>%
  summarize(TRIPS = sum(TRIPS))

flow_data1 <- flow_data %>%
  left_join(distPair, by = c("ORIGIN_SZ" = "orig", "DESTIN_SZ" = "dest"))

# update with pop data
flow_data1 <- flow_data1 %>%
  left_join(pop, by=c("ORIGIN_SZ" = "SZ")) %>%
  rename(ORIGIN_AGE7_12 = AGE7_12,
         ORIGIN_AGE13_24 = AGE13_24,
         ORIGIN_AGE25_64 = AGE25_64) %>%
  select(-c(PA, SZ_NAME))

flow_data1 <- flow_data1 %>%
  left_join(pop, by=c("DESTIN_SZ" = "SZ")) %>%
  rename(DESTIN_AGE7_12 = AGE7_12,
         DESTIN_AGE13_24 = AGE13_24,
         DESTIN_AGE25_64 = AGE25_64) %>%
  select(-c(PA, SZ_NAME))