Classification

POLI_SCI 490

Machine Learning in Political Science

Plan for today

Talk about

  • (Some) metrics for binary classification
  • Generative models
  • Support vector machines
  • Application readings

Coding

  • Supervised learning workflow in {tidymodels}

Big picture

Classification

Running example: Default data

library(ISLR)

Default
      default student      balance     income
1          No      No  729.5264952 44361.6251
2          No     Yes  817.1804066 12106.1347
3          No      No 1073.5491640 31767.1389
4          No      No  529.2506047 35704.4939
5          No      No  785.6558829 38463.4959
6          No     Yes  919.5885305  7491.5586
7          No      No  825.5133305 24905.2266
8          No     Yes  808.6675043 17600.4513
9          No      No 1161.0578540 37468.5293
10         No      No    0.0000000 29275.2683
11         No     Yes    0.0000000 21871.0731
12         No     Yes 1220.5837530 13268.5622
13         No      No  237.0451140 28251.6953
14         No      No  606.7423433 44994.5558
15         No      No 1112.9684006 23810.1741
16         No      No  286.2325601 45042.4130
17         No      No    0.0000000 50265.3124
18         No     Yes  527.5401841 17636.5396
19         No      No  485.9368642 61566.1061
20         No      No 1095.0727353 26464.6314
21         No      No  228.9525496 50500.1822
22         No      No  954.2617928 32457.5091
23         No      No 1055.9566047 51317.8831
24         No      No  641.9843888 30466.1033
25         No      No  773.2117245 34353.3143
26         No      No  855.0085225 25211.3322
27         No      No  642.9997385 41473.5118
28         No      No 1454.8632725 32189.0950
29         No      No  615.7042766 39376.3946
30         No     Yes 1119.5693533 16556.0702
31         No      No  494.8162288 54384.7828
32         No     Yes  448.8806563 15799.4704
33         No     Yes  584.9048947 22429.9350
34         No      No  913.5871726 46907.2254
35         No     Yes 1423.9389166 22634.4881
36         No     Yes 1499.7246566 13190.6527
37         No      No  692.0341671 47806.6118
38         No      No  351.4534715 35087.4886
39         No      No  742.6276208 37864.8239
40         No      No  653.1184001 39489.5947
41         No      No  872.1386795 41787.5673
42         No      No  837.2626228 51471.7721
43         No      No 1151.6305661 42917.4696
44         No     Yes  220.5556084 16872.9476
45         No     Yes 1690.2344104 19052.5722
46         No      No  408.7729143 54206.9392
47         No      No 1238.6103212 50066.6805
48         No      No 1228.3083504 37408.5039
49         No      No  820.9192041 47746.5421
50         No      No  857.4851178 31688.3460
51         No      No  563.6181772 42641.2533
52         No     Yes 1282.9725336 13120.6365
53         No     Yes 1505.7826748 26557.1414
54         No     Yes  904.0402591 16882.3006
55         No      No    0.0000000 49956.5806
56         No     Yes 1294.4973467 10464.3207
57         No     Yes 1275.5506327 15887.4685
58         No      No 1536.5946010 48766.9075
59         No      No 1332.5226439 39143.1371
60         No      No  492.0797678 33379.0946
61         No      No  766.2343793 46478.2943
62         No      No  690.1272462 63432.9843
63         No      No    0.0000000 32481.5400
64         No      No 1480.6553093 36866.1571
65         No      No  989.0555970 45344.2513
66         No      No 1302.3418352 33695.4262
67         No      No 1044.5523433 54696.7660
68         No      No    0.0000000 43658.2277
69         No      No  866.0284364 38363.4216
70         No      No  690.8007924 48140.4713
71         No      No  597.7571420 31577.6151
72         No      No  429.4854023 51311.2181
73         No      No 1398.1562015 39644.9422
74         No     Yes 1578.0640985 19886.4940
75         No      No  857.0690531 26655.6890
76         No     Yes  752.4599460 16211.2758
77         No     Yes  774.7384270 15193.7331
78         No      No  728.3732513 45131.7183
79         No      No   76.9912905 28392.0934
80         No      No  196.4569131 41346.7859
81         No     Yes  948.7479184 14297.6190
82         No      No  431.9208853 39369.8816
83         No      No  461.6381822 46221.2115
84         No      No  572.0157602 33046.3130
85         No      No  335.5681447 51258.4442
86         No      No  510.2375932 60397.7186
87         No     Yes 1005.1613056 24038.6520
88         No     Yes  162.4544511 13241.7521
89         No      No  932.5331557 50537.4656
90         No     Yes  893.3304676 11905.6818
91         No      No 1332.7825635 44495.1628
92         No      No 1404.3830695 35043.1060
93         No     Yes 1148.9651392 16578.1921
94         No      No  368.2234257 57596.8258
95         No      No  449.4666288 45950.6667
96         No      No  820.0171126 51584.6573
97         No     Yes  619.7518686 15750.6221
98         No      No 1047.7181240 46416.9710
99         No      No  243.8413283 47193.8881
100        No      No  186.5003869 45430.5503
101        No      No 1422.0184876 38224.0315
102        No      No  383.7986590 61425.2864
103        No      No 1159.4350961 45802.1049
104        No      No  882.9919126 17181.7380
105        No      No 1463.2328916 65457.8542
106        No     Yes 1722.3558463 19311.4229
107        No     Yes  773.9218613 14558.9121
108        No      No  958.1694185 32816.2848
109        No      No 1207.5327301 68037.5751
110        No      No 1056.6108305 30546.6010
111        No      No  117.6424839 46550.2673
112        No      No  596.9641192 58088.3605
113        No      No    0.0000000 47729.6258
114        No     Yes  541.6627553 16335.7034
115        No      No 1119.1783034 45020.0191
116        No     Yes  810.3209365 20498.6658
117        No      No  271.5514377 32850.1201
118        No      No 1114.4032365 47714.0221
119        No      No  867.0308281 33540.9800
120        No     Yes 1176.7894017 17632.7121
121        No      No  610.2278187 42465.3630
122        No      No  272.6156617 55449.3386
123        No      No  449.7350858 49643.4264
124        No     Yes  827.7672094 10673.5262
125        No      No  430.0000994 33925.2196
126        No      No    0.0000000 31825.7650
127        No     Yes 1557.3446367 18404.5942
128        No      No  928.2369663 33722.1589
129        No      No 1373.4501633 49101.7982
130        No     Yes  951.0729075 18601.5332
131        No     Yes 1292.2108685 23065.8510
132        No      No  582.1887007 24760.7957
133        No     Yes  339.4246383 19307.9803
134        No      No  409.9823246 44641.0901
135        No      No 1216.4515096 53639.8468
136        No      No  598.4613921 44124.2681
137       Yes     Yes 1486.9981216 17854.3970
138        No      No  943.7963387 59976.8399
139        No      No    0.0000000 49525.7450
140        No     Yes  996.2760868 20883.2408
141        No     Yes  748.3013404 11248.6708
142        No      No  324.7379218 15411.5186
143        No     Yes  575.3821585 16005.6813
144        No      No  441.7382849 36012.2359
145        No      No 1188.6421796 39526.5613
146        No      No   95.1476802 51371.1999
147        No      No 1015.6148375 43218.7944
148        No      No 1258.5673927 44931.6749
149        No     Yes 1178.2444135  7750.2892
150        No      No  731.5326563 43956.0601
151        No      No  350.0887921 44455.1995
152        No      No  418.8483454 36901.7833
153        No      No  533.2294652 39393.5425
154        No      No   95.2969741 32359.3890
155        No     Yes 1453.0059321 15933.0021
156        No      No  352.6444140 39404.7444
157        No     Yes  736.2389355 14107.9940
158        No      No 1306.4845723 41224.6250
159        No      No 1149.1456272 45194.7947
160        No      No  703.2268907 57679.2791
161        No     Yes 1360.8004354 18864.3085
162        No      No   31.4450805 53287.3503
163        No      No  988.2144581 48570.3635
164        No      No  360.0190736 23927.5466
165        No      No  647.4835286 33226.2775
166        No     Yes    0.0000000  9816.7894
167        No      No  445.2418192 31974.6245
168        No     Yes  878.5420645 17496.7415
169        No     Yes  335.8341186 21759.8703
170        No      No  666.6088814 30438.4688
171        No      No  813.8766470 40737.4598
172        No      No  836.3000716 54607.1787
173        No      No  967.4826837 33055.1103
174       Yes     Yes 2205.7995211 14271.4923
175        No     Yes 1258.1852191 11672.2220
176        No      No 1239.8016991 40107.1722
177        No     Yes    0.0000000 13760.2985
178        No     Yes  927.8877323 22473.3796
179        No     Yes 1390.0307825 21299.0992
180        No      No  410.4977048 53471.2136
181        No      No   73.0765422 30681.7375
182        No      No  790.5977592 45303.1033
183        No      No  789.4950970 32579.9002
184        No      No  791.3604221 46319.2361
185        No      No  479.0423790 37255.8803
186        No      No  888.6132726 28899.7918
187        No      No 1284.3863605 42831.9546
188        No     Yes  712.2763513 23341.9502
189        No     Yes 1290.6201686 18408.0491
190        No      No  126.3626854 44280.9298
191        No      No  779.3762577 61158.8851
192        No      No  697.4909575 49476.7596
193        No      No  606.9746135 43610.0330
194        No     Yes 1802.9033336 21411.4239
195        No      No  900.0853326 41276.5632
196        No      No  966.2802880 33440.9793
197        No      No  671.0613596 35689.1119
198        No      No  171.5591160 23505.9928
199        No      No 1482.4803001 45260.6116
200        No      No  640.6627517 46464.5659
201        No     Yes  706.1610275 18078.3518
202       Yes     Yes 1774.6942231 20359.5061
203        No      No  916.4993169 25768.4074
204        No      No 1271.2708124 36053.5030
205        No      No  110.5729098 47339.1088
206        No      No 1747.2588815 37819.2891
207       Yes      No 1889.5991898 48956.1716
208        No      No   27.2013947 21051.8401
209        No      No  746.2297751 35159.8502
210       Yes     Yes 1899.3906258 20655.2000
211        No     Yes  813.9945655 20391.5289
212        No      No  499.4578151 38899.1605
213        No      No  853.1613317 36272.4518
214        No      No  474.7273191 32064.3351
215        No      No 1235.8761135 35838.7770
216        No      No  620.6751526 44213.7701
217        No      No  220.0285698 37880.0296
218        No     Yes 1304.9142993 18074.0754
219        No     Yes 1608.1525598 22358.0467
220        No      No  256.4712276 37657.0559
221        No     Yes 1153.6049982 19224.9752
222        No      No  771.8958745 31170.0853
223        No     Yes 1099.6304222 17064.0428
224        No      No  782.8830297 40357.1334
225        No      No  444.2649062 35924.3388
226        No      No  504.0283787 24780.9612
227        No      No 1762.5034020 42124.6601
228        No     Yes  850.0961166 18618.9879
229        No      No 1412.2387213 40785.0598
230        No      No  715.4968296 47482.5654
231        No      No 1363.5285994 55713.0416
232        No      No  493.2418898 42495.2031
233        No      No 1354.7525372 33375.1317
234        No     Yes  571.2939110 15416.2694
235        No      No  956.1513522 44086.7077
236        No      No  964.8202530 34390.7460
237        No      No  552.6343660 50513.1642
238        No      No  338.2662016 37767.2399
239        No      No  709.1233514 44041.6301
240        No      No  978.9782004 57839.0537
241        No      No  371.0101278 15702.7071
242       Yes     Yes 1572.8564808 14930.1783
243        No      No    0.0000000 40150.2180
244       Yes      No 1964.4768723 39054.5891
245        No      No  548.0377834 33605.6495
246        No      No 1257.0552217 34045.0088
247        No      No 1189.9180570 38016.8939
248        No      No  687.6837590 39373.5797
249        No      No  845.6989658 39899.5127
250        No     Yes  957.6848338 19676.3456
251        No      No  233.5168463 43326.1054
252        No     Yes 1126.9487439 14298.2646
253        No     Yes  488.8551765 15159.4948
254        No      No  767.9035598 44323.5797
255        No      No  561.9257991 31388.5056
256        No     Yes 1092.2700128 17454.6018
257        No      No   71.7886830 31965.7447
258        No     Yes 1839.1436820 13625.3979
259        No     Yes  876.0007779 22474.5741
260        No      No  554.1078115 30357.0260
261        No      No  891.3178981 43945.0417
262        No      No  464.8363331 27324.8997
263        No     Yes  563.5426611 24082.0393
264       Yes      No 1530.3531571 30003.8172
265        No      No  990.5670262 41690.2526
266        No      No  590.3997865 42769.2039
267        No     Yes  715.1641096 21153.5110
268        No      No 1540.3777267 41852.0784
269        No      No 1243.3265184 41639.6804
270        No     Yes  235.3284999 20909.7048
271        No      No  528.2543232 49394.3408
272        No      No  592.2538956 30731.2016
273        No      No  705.2049720 42683.1872
274        No      No  456.5156440 48195.7758
275        No     Yes  470.7175747 18052.1050
276        No     Yes 1503.0751299 10600.4135
277        No      No 1362.9655954 44217.9160
278        No      No  908.7715737 45032.8460
279        No     Yes 1096.8202721 16148.0600
280        No      No  369.2219425 47835.0910
281        No      No  673.3998990 50256.2902
282        No      No 1038.5000075 51173.1414
283        No      No    0.0000000 28762.9238
284        No      No  527.1940866 32431.1183
285        No      No  817.4693368 32974.4274
286        No     Yes 1549.0427545 19702.2932
287        No     Yes  566.7137894 11853.9532
288        No      No 1496.0564649 24935.9187
289        No      No  862.6566564 42844.8340
290        No      No 1259.1494179 31263.6411
291        No      No 1025.0388330 43510.0496
292        No     Yes  703.2777871 14793.7427
293        No     Yes 1082.3914973 15175.3612
294        No      No  910.4490235 44054.9164
295        No     Yes  996.5438622 16995.6604
296        No      No  353.7782260 58514.3181
297        No     Yes  782.7108275 13300.2975
298        No      No 1716.5954182 51056.8683
299        No     Yes  502.8986384 15153.9658
300        No      No 1033.4684685 59203.9677
301        No      No    0.0000000 34925.3654
302        No     Yes 1087.0834994 19263.7696
303        No      No 1047.2442488 43899.7592
304        No      No 1056.9273525 38367.8679
305        No     Yes  979.2244246 26010.8878
306        No     Yes  847.8187063 15978.6336
307        No      No  781.7712848 50958.7905
308        No     Yes  402.4888868 15904.0559
309        No      No  204.7401817 17534.2905
310        No     Yes 2022.6746432 18336.7432
311        No      No  748.9370638 44186.6178
312        No      No  838.2756878 35917.4906
313        No      No  386.0160493 44694.0310
314        No      No  812.3992965 49623.1010
315        No     Yes 1809.9265644  6985.1359
316        No      No    0.0000000 30360.5489
317        No     Yes 1328.1838041 24688.4737
318        No     Yes 1464.9360488 26716.6864
319        No      No 1200.5651376 39718.6927
320        No      No  989.6864200 27856.5771
321        No      No  870.7345799 35539.2702
322        No     Yes 1200.8473900 19849.8314
323        No     Yes 1428.8320474 23204.6815
324        No      No    0.0000000 33951.2887
325        No     Yes  359.4588665 21783.2695
326        No      No  265.6839498 40862.7540
327        No      No 1027.7705317 44406.8369
328        No      No  729.0474335 35042.1330
329        No      No 1042.8049199 25867.1477
330        No      No  230.2305879 37875.6148
331        No      No  367.4660122 30611.2723
332        No     Yes  737.7053539 20863.7997
333        No      No   18.2612854 30349.4604
334        No      No 1257.7602089 30834.7714
335        No      No  455.5215132 40907.3984
336        No      No   56.9675604 35458.4816
337        No     Yes  723.9319853 12213.0371
338        No      No  612.3831577 41379.7678
339        No     Yes 1220.1776057 15308.1271
340        No      No 1222.3476917 32363.3711
341        No      No 1165.4911381 47684.2194
342       Yes      No 1642.8199966 46856.9470
343        No      No  944.1735600 56088.6838
344        No      No  749.6080039 41423.9412
345        No      No  370.3751868 31231.0078
346       Yes      No 1991.6491201 42133.3732
347        No      No  773.9152266 44562.3381
348        No     Yes  817.2498113 20480.8871
349        No      No 1060.7162197 50260.4644
350       Yes      No 1550.4492644 56273.5136
351        No     Yes  454.4669622 15092.4393
352        No     Yes 1256.2393254 17784.5589
353        No      No 1484.3953930 36731.3087
354        No     Yes 1050.4773279 12661.6116
355        No      No  986.4006189 45430.4722
356        No      No  717.3419270 44266.3765
357        No      No  692.1432227 47038.0903
358       Yes      No 1328.8927252 34710.0624
359        No      No  673.4681911 32930.0694
360        No      No  218.6392970 48991.3954
361        No      No 1218.1669658 43954.2775
362        No     Yes   13.5168026 19322.5450
363        No     Yes  531.4786999 21726.5590
364        No      No  165.5381517 33436.4557
365        No     Yes 1351.8497223 25890.5040
366        No      No  107.2820830 54143.9627
367        No      No  947.1935714 35604.1172
368        No     Yes  434.5602592 14812.6452
369        No      No 1020.0672405 37458.8792
370        No      No  662.3053180 31597.8976
371        No     Yes  754.4206129 20767.6830
372        No      No  289.4895757 44412.8951
373        No      No  198.0384092 36270.9381
374        No     Yes  516.0604917 16615.0220
375        No      No  697.5638090 41755.3981
376        No     Yes  502.3247835 16947.4229
377        No     Yes 1459.6870830 15575.4192
378        No      No  716.9987227 34418.2602
379        No     Yes 1037.9727050 18324.0301
380        No      No  673.0161172 29735.9616
381        No      No  371.9217847 41099.7724
382        No      No   89.1349580 55604.6075
383        No      No 1273.2801811 40895.2828
384        No      No  600.7233030 18680.5168
385        No      No  905.0381646 40711.7989
386        No      No 1061.4415621 54437.0103
387        No      No 1672.6392483 46334.7878
388        No     Yes  883.7026456 19750.0940
389        No      No  373.7803300 53936.2418
390        No      No 1287.7951869 52382.6647
391        No      No 1229.7425715 48739.9274
392        No     Yes  510.6138470 22457.0517
393        No      No  775.6301687 27205.8574
394        No      No 1152.9828869 50206.5769
395        No     Yes 1303.6625897  7986.0003
396        No      No 1675.2788517 28244.5035
397        No      No  398.2777330 30001.7951
398        No     Yes  739.9017594 25023.8739
399        No      No  226.4176965 32018.7136
400        No      No 1217.3217121 25173.6196
401        No      No  639.8205582 29902.0020
402        No     Yes  883.1669769 12717.4922
403        No      No    2.2876110 38186.5243
404        No      No  419.6373477 55967.9932
405        No     Yes 1544.1402499 11102.5347
406        No      No 1101.0150180 32153.0136
407       Yes      No 1700.5999135 30488.9834
408        No      No  311.8245869 48301.0597
409        No      No  442.8302223 55074.1308
410        No      No  728.8149601 17909.5811
411        No      No  278.8779025 37188.6684
412        No      No  758.7023275 36625.9896
413        No      No  620.3396794 22803.7410
414        No     Yes 1890.1674115 18402.4649
415        No      No    0.0000000 28951.4519
416        No     Yes 1329.1988422 23184.0155
417        No      No 1075.8637724 44128.6283
418        No      No  618.5275092 54956.9905
419        No      No 1111.0865758 27466.8937
420        No      No  864.0397435 45881.9302
421        No      No  895.2298096 48512.4556
422        No     Yes  954.0304337 21908.5272
423        No      No  947.6349327 46813.5163
424        No      No  267.3037277 23117.9287
425        No     Yes 1366.8057832 23913.2088
426        No      No  624.7318835 38325.1738
427        No      No   13.6793827 25221.6377
428        No      No  785.8664857 44778.0158
429        No     Yes 1353.0938457 18933.4962
430        No      No  480.3212639 25553.2629
431        No      No    0.0000000 29507.3132
432        No     Yes 1221.9712429 17916.8561
433        No     Yes 1184.9365230 25108.7567
434        No     Yes  478.5720556 27512.3449
435        No      No  221.6904619 34786.1014
436        No      No  578.3876217 41054.1387
437        No     Yes 1361.4584324 19576.9571
438        No     Yes  977.8480956 19731.9610
439        No      No 1184.4252449 36887.4400
440       Yes     Yes 1118.7010394 21848.4429
441       Yes      No 1119.0972448 37224.5678
442        No      No  776.3499793 31329.4849
443        No      No 1322.2970911 51792.4024
444        No      No  878.0264576 27438.5851
445        No      No 1268.3795147 16921.1809
446        No      No    0.0000000 32611.3731
447        No      No    0.0000000 37262.5741
448        No     Yes  366.7869573 25833.0631
449        No      No  747.5610364 39898.7691
450        No      No 1787.2851437 37499.0935
451        No     Yes 1929.4469803 14995.4922
452        No      No  987.1428910 27961.3196
453        No     Yes  856.3573684 20758.2147
454        No      No 1101.1497071 18153.8443
455        No      No  704.1845200 31515.9817
456        No      No  555.6234367 40837.7316
457        No      No 1073.4982606 44764.1105
458        No      No 1126.2230230 32842.6524
459        No     Yes  649.7733186 15708.2964
460        No      No  977.6576210 43743.4967
461        No      No 1049.8899642 42637.5111
462        No     Yes 1383.5663331 15764.3459
463        No     Yes 1095.4657396 14065.1676
464        No      No 1089.3717910 30224.5961
465        No      No  605.2209683 21792.3215
466        No      No 1033.8853990 49262.0453
467        No      No 1604.7205538 38186.9851
468        No      No  826.3270259 24679.7150
469        No     Yes 1176.1468233 16670.6808
470        No     Yes 1275.0231994 19937.0980
471        No     Yes 1290.2831401 23538.9441
472        No      No 1133.4741993 51414.4960
473        No      No  837.4125669 37400.4929
474        No     Yes  379.0821667 18280.3670
475        No     Yes 1134.1662785 12453.3636
476        No      No    0.0000000 39120.0848
477        No      No 1491.1748028 59394.3831
478        No     Yes 1695.3595857  9582.9419
479        No      No  705.5733276 54589.2399
480        No      No  239.1933663 33743.2266
481        No     Yes 1183.7106414 12428.6145
482        No      No  898.7618389 38267.0816
483        No     Yes 1524.2904004 11719.5935
484        No      No  777.0237374 35115.0186
485        No      No 1394.7958192 26074.9344
486        No     Yes    0.0000000 20476.1557
487        No      No   62.5715752 47946.7671
488       Yes      No 1981.4518154 28127.8955
489        No      No  514.0540348 50053.2619
490        No      No  722.7880390 53714.1861
491        No      No  152.8663042 33716.8641
492        No      No  293.1847729 35390.2876
493        No      No    0.0000000 38613.6205
494        No     Yes  645.3668572 17878.3643
495        No     Yes 1515.1528331 26046.7721
496        No     Yes  767.4395055 18846.4892
497        No     Yes  491.8797471 21715.2263
498        No      No    0.0000000 41389.4353
499        No      No    0.0000000 34589.4881
500        No      No  509.1551641 40132.6592
501        No     Yes  965.5873701 16440.0997
502        No     Yes 1868.5400723 20489.5981
503        No      No  403.4972058 41803.7782
504        No      No  593.1436251 37670.9350
505        No      No    0.0000000 44547.8655
506        No      No  742.2900159 39367.1933
507        No     Yes 1110.1004565 13013.6106
508        No      No  771.5512953 49440.4013
509        No      No  624.3388915 42492.7531
510        No     Yes  499.9572298 22884.9526
511        No      No 1088.6375204 60650.0361
512        No      No 1556.4919280 49669.6689
513        No     Yes  797.0843357 23558.6831
514        No      No  415.9925026 38215.6780
515        No     Yes  538.2326812 26833.0396
516        No     Yes 1181.9347024 21086.0820
517        No     Yes  836.0206886  9271.7899
518        No      No  104.4432151 46928.0055
519        No      No  564.2094786 53196.6230
520        No     Yes  804.5394022 25091.4608
521        No      No 1028.9536402 21218.3035
522        No      No  748.7465837  8983.8569
523        No      No   66.6320807 28735.9741
524        No      No  452.8022289 48034.2377
525        No     Yes  798.4605101 27724.0658
526        No     Yes 1941.9029281 23467.1270
527        No      No 1446.1010119 22996.4323
528        No      No  761.0640983 61580.0341
529        No      No 1350.1727284 43147.4556
530        No      No  380.9502006 36943.3620
531        No     Yes 1602.8496071 15906.4668
532        No      No  147.6101155 37588.5626
533        No      No    0.0000000 36283.0801
534        No     Yes  733.0725124 18818.1674
535        No     Yes 1082.7479763 26096.3370
536        No      No  779.6573003 40804.4757
537        No      No  994.1587122 65254.0758
538        No      No  769.1813741 50070.7815
539        No     Yes  684.0985191  4985.1691
540        No      No  442.5633017 27898.4654
541       Yes      No 1717.0715926 38408.8909
542        No      No    0.0000000 36302.5284
543        No      No 1092.3458649 44717.0126
544        No      No  497.3349541 35146.7988
545        No     Yes 1149.6806550 16907.7007
546       Yes      No 1465.2101636 58699.9832
547        No      No  565.3176042 41789.6110
548        No     Yes  922.1378905 12224.1852
549        No     Yes  175.5993806 11510.0579
550        No      No 1024.9468189 49675.5604
551        No      No  596.8854323 54091.6248
552        No      No  750.4104842 53084.9075
553        No     Yes  790.8700274 14183.9700
554        No      No  112.3278725 42386.0486
555        No     Yes  738.3944873 16093.2846
556        No      No 1157.8555607 54419.8086
557        No      No 1213.2431493 45149.5163
558        No      No 1339.6262042 41656.0029
559        No      No  588.3124302 56520.9625
560        No      No  721.8081325 56375.7220
561        No      No  680.8207190 43843.4741
562        No     Yes  815.4065709 12071.7625
563        No      No 1042.5071120 37170.1090
564        No     Yes  663.2498681 20454.6165
565        No     Yes 1478.6185451 18026.4711
566        No      No  337.7567540 33655.5724
567        No     Yes 1273.5507196 23126.6362
568        No      No  114.1797259 49562.9893
569        No      No    0.0000000 52295.6009
570        No     Yes 1516.3176892 26377.5935
571        No     Yes  898.1146731 24164.7511
572        No      No  790.5905821 48219.5945
573        No      No    0.0000000 29072.7215
574        No      No 1273.2448303 49136.4742
575        No      No 1279.2004483 36063.1141
576        No     Yes  732.7193809 14568.7474
577       Yes      No 1763.5790879 46227.0745
578        No     Yes 1280.4184484 16310.9055
579        No      No 1529.9379954 36912.8973
580        No     Yes  345.4676365 18251.4946
581        No      No  197.9894038 33723.9858
582       Yes     Yes 1770.9694405 15975.5372
583        No     Yes  639.3719435 17037.0548
584        No      No  238.8146439 23526.7109
585        No      No  390.5558431 45338.3572
586        No     Yes  830.1715111 19476.5876
587        No     Yes 1378.8760756 21613.5785
588        No      No  242.4034493 37364.4231
589        No      No 1236.5474936 36211.4904
590        No      No 1063.7749367 34914.2753
591        No      No  126.9231790 33819.1433
592        No      No  758.4655013 38018.1457
593        No      No  908.9314586 68758.8784
594        No      No  558.5183424 46297.4254
595        No      No 1819.2423334 36969.5525
596        No     Yes 1110.6817440 19327.5750
597        No      No  723.2433747 43459.0119
598        No      No  972.0318640 18510.9460
599        No      No  696.0144306 40741.4202
600        No     Yes 1178.2489089 29362.6046
601        No     Yes  329.5585109 19371.8121
602        No     Yes  792.5292385 14546.3018
603        No      No 1246.0377577 33691.7213
604        No      No  591.7607765 41670.2574
605        No      No  244.0811388 24854.2498
606        No      No 1038.5483601 49944.8652
607        No      No  679.0745868 49488.5640
608        No      No 1061.4158360 40585.2216
609        No     Yes 1268.2406909 11914.5783
610        No     Yes  955.5336858 14736.7209
611        No      No 1115.8206296 27882.8093
612        No     Yes  601.1632606 22029.1935
613        No      No 1097.6000389 52286.4318
614        No      No 1042.7830726 45982.9663
615        No     Yes 1321.4430529  8624.1107
616        No      No 1052.3932602 37637.6593
617        No      No  687.9517011 27604.0793
618        No     Yes  566.4605126 24828.2660
619        No      No  769.4142240 35071.1665
620        No      No  955.1353421 26372.9858
621        No      No  643.4095265 28660.1402
622        No      No    0.0000000 42745.3020
623        No      No  437.6360626 45384.0475
624        No      No 1278.8656416 34673.1710
625        No      No 1639.3905720 30624.7759
626        No      No  891.6437373 36470.8283
627        No     Yes  316.4590483 18813.9402
628        No      No  622.9295074 48874.5558
629        No      No  107.2775268 42287.3029
630        No     Yes  990.5432158 12398.4906
631        No      No    0.0000000 45659.9957
632        No      No    0.0000000 33119.9553
633        No      No  591.2184873 35287.8246
634        No     Yes  928.0600783 21121.8448
635        No      No  304.5992239 40785.9892
636        No      No  235.9394977 31336.5101
637        No     Yes 1108.0535177 10853.2309
638        No      No  687.3063970 24563.7577
639        No      No   60.1860361 39864.8636
640        No      No    0.0000000 34648.9726
641        No      No  272.8932571 58730.5729
642       Yes      No 1531.7164593 43930.4001
643        No      No  949.6086485 47702.5737
644        No      No  561.9161785 35080.5792
645        No      No  468.1325222 25231.3462
646        No     Yes  993.1081700 12215.9468
647        No      No    0.0000000 31314.6951
648        No     Yes  759.4783692 12710.7209
649        No      No 1340.7872093 36440.2283
650        No     Yes 1521.4633955 15210.4741
651        No      No  133.7433443 30457.0164
652       Yes      No  780.1725692 51656.8741
653        No      No  839.9154583 22884.7930
654        No      No  913.5058729 36670.8542
655        No      No  924.8814415 35712.6379
656        No      No 1197.8315046 54652.3093
657        No      No   49.2096659 30451.1529
658        No      No  970.7160966 48387.6486
659        No      No  783.0574005 54082.4241
660        No     Yes  465.0628886 20379.0621
661        No      No    0.0000000 39337.7500
662        No     Yes  732.2642676 21986.0455
663        No      No  576.0912613 37679.6986
664        No     Yes  588.9910563 16309.8754
665        No      No  863.1407178 43779.4779
666        No      No  857.5757340 49675.3703
667        No      No  361.5017311 33674.8902
668        No      No  891.1554271 36023.0850
669        No      No  918.1222060 44738.5560
670        No      No 1335.0280183 21150.8559
671        No      No  421.4008434 39873.5217
672        No     Yes  743.6361445 18883.9715
673        No      No  773.7403725 41872.4948
674        No      No  731.3934722 45251.8819
675        No      No  964.1889227 36330.3946
676        No     Yes  350.0151843 17657.1727
677        No      No 1206.6613621 37125.5914
678        No      No 1051.9475733 52888.1851
679        No      No  454.7603707 45572.1725
680        No      No  932.6653075 42758.6007
681        No      No  535.7458465 36259.4638
682        No      No  241.8052522 41186.1828
683        No      No 1026.5067098 42042.1679
684        No     Yes  187.6798856 18278.8340
685        No      No  197.5383215 58646.9278
686        No      No  585.7080883 43288.4004
687        No     Yes 1947.0224012 12147.0464
688        No      No  829.5475975 39717.5376
689        No      No  196.9384595 35488.4489
690        No      No  591.8636190 31438.7760
691        No      No    0.0000000 39742.1055
692        No     Yes 1008.2916187 11939.2953
693        No     Yes 1052.2274777 17410.7516
694        No      No  331.6805267 49756.1710
695        No      No  913.1072040 29414.6522
696        No     Yes  561.3916122 21747.2632
697        No      No  246.9554630 47692.8942
698        No      No  578.9786101 46304.7175
699        No      No  557.8087771 62352.8461
700        No     Yes  788.2517516 10418.1829
701        No      No 1060.8074293 39174.0564
702        No     Yes 1247.9070287 19816.7201
703        No      No 1184.3607233 34259.9902
704        No      No 1024.5782383 33071.5499
705        No      No 1080.2916556 43367.8996
706        No      No  540.2790448 26267.1563
707        No      No 1448.8354654 33835.7363
708        No     Yes  561.1940353 27421.1113
709        No      No 1191.4803066 30040.5721
710        No      No  565.1389875 38202.5839
711        No      No  482.9821952 35845.1928
712        No      No  950.3500933 37486.2496
713        No     Yes  350.7029135 21235.3604
714       Yes     Yes 1551.0234689 19027.5086
715        No      No  981.5962751 37747.9134
716        No      No 1442.1298053 10921.6150
717        No      No 1060.3358601 56607.2540
718        No      No 1154.8907923 61794.3463
719        No     Yes  544.1397693 20056.8285
720        No      No 1137.1754542 27588.9333
721        No      No  414.0840495 47811.4189
722        No     Yes  436.0083144 17504.4478
723        No      No  987.8147997 25809.9803
724        No      No  679.3918418 46603.5464
725        No      No 1377.7720072 51633.3296
726        No      No  856.8119605 32437.1318
727        No      No 1036.6768333 44923.8027
728        No      No    0.0000000 46826.8045
729        No      No  961.4720707 51936.7599
730        No      No  275.9880913 35622.8295
731        No      No  426.6935421 30769.3448
732        No      No  290.2519082 46214.1592
733        No      No  934.9697035 42325.7500
734        No     Yes  668.9911556 26342.0485
735        No     Yes 2004.7275683 27136.5380
736        No      No 1312.8657298 29938.2595
737        No     Yes  662.2735565 15092.0510
738        No      No  524.6398060 36120.8923
739        No     Yes 1212.5895676 21058.3487
740        No      No  961.3157694 30290.8065
741       Yes     Yes 1504.2901781 13965.1860
742        No     Yes  613.6563180 25040.4885
743        No     Yes 1233.3436047 13402.0733
744        No      No 1221.3859593 36961.3151
745        No      No 1217.0568067 46256.7805
746        No      No  628.7576984 43205.1753
747        No     Yes  819.0973161 15957.9436
748        No     Yes  843.4934551 12710.0257
749        No      No 1173.5598150 29141.3657
750        No     Yes 1195.5902831 13329.5964
751        No      No 1202.8831236 12288.1271
752        No      No   24.8718235 29316.9703
753        No      No  853.2414216 29484.0524
754        No      No  398.7757053 40223.9098
755        No     Yes 1521.1723956 18149.8862
756        No     Yes 1160.2217927 15941.0509
757        No      No  985.6140627 49948.4671
758        No      No  583.8207193 38215.9648
759        No     Yes  638.6919826 18148.3017
760        No      No  384.9977195 25380.7035
761        No      No 1050.7642307 31558.8984
762       Yes     Yes 1871.9383869 18077.4871
763        No      No  793.7617176 35157.7400
764        No     Yes  591.6606513 21790.5024
765        No      No  419.4764413 24001.5122
766        No     Yes  514.2838902 18185.4797
767        No      No 1027.8950353 21551.6111
768        No     Yes 1029.6815486 15977.3211
769        No     Yes  953.6263238 18363.0685
770        No     Yes 1463.3377651 11579.1595
771        No      No 1172.4594991 34690.1383
772        No     Yes  548.2728639 12048.8229
773        No      No 1752.8837886 48250.1046
774        No     Yes  555.9206802 23909.7065
775        No     Yes 1560.9317522 13621.5692
776        No     Yes  839.8835566 16883.3389
777        No     Yes 1112.8179785 13634.9076
778        No      No 1309.2537725 43278.0593
779        No      No  940.5908748 41560.4710
780        No      No 1019.2489772 41195.3701
781        No      No  433.6690195 32904.6977
782        No      No 1015.1154250 42050.4665
783        No      No   75.1776631 52765.9783
784        No      No 1050.3163765 39585.6242
785        No      No   48.9118568 35155.1725
786        No      No 1721.6477799 48236.1263
787        No      No 1607.3514404 48700.8480
788        No      No 1180.4475417 43914.4198
789        No      No  609.8771346 40875.9465
790        No     Yes 1054.2002082 19440.9732
791        No     Yes  793.8204657 19074.0317
792        No      No  879.6756179 30021.3833
793        No      No 1237.6474220 29151.2347
794        No     Yes 1412.7643583 18234.4592
795        No     Yes 1174.7164827 13025.7694
796        No      No  363.3448038 44325.7889
797        No      No  919.4857763 44928.1846
798        No     Yes 1195.0596696 21648.6567
799        No     Yes  794.1377878 15721.7997
800        No      No   10.1888185 33776.8255
801        No      No    0.0000000 31083.2215
802        No     Yes  498.5059792 16967.6198
803        No     Yes 1227.1611069 18459.4186
804       Yes      No 1902.6129910 53394.0762
805        No     Yes 1059.2046369 11742.3799
806        No     Yes  450.3053908 21177.6111
807        No      No  418.5398704 55002.7334
808        No      No 1070.4806767 32939.3667
809        No      No 1306.7705733 56640.6340
810        No     Yes 1315.3372979  8431.1750
811        No      No   74.5334252 19146.2456
812        No      No   66.1523305 38927.1245
813        No      No   56.4207117 54217.3382
814        No      No 1056.5968751 25123.8596
815        No      No  259.2375778 51355.3746
816        No     Yes 1143.6925780 23500.9013
817        No     Yes    0.0000000 15682.0685
818        No      No  877.7939338 30239.7207
819        No      No  919.0775550 45315.5575
820        No      No   94.9324759 27212.9512
821        No      No  333.3741889 29413.1490
822        No      No  197.9107165 30971.1972
823        No      No  624.9100880 41047.5558
824        No      No  138.2522518 54406.5022
825        No      No  787.5517717 46185.5520
826        No      No 1030.9275644 36271.3346
827        No      No 1049.7476426 30159.2099
828        No      No    0.0000000 35738.9876
829        No     Yes 1130.0567874 18467.1022
830        No      No  795.5412235 51303.1401
831        No     Yes 1503.5962385 18710.6145
832        No      No  436.1350124 46071.6605
833        No      No  800.7055933 36314.4363
834       Yes     Yes 1881.0499523 16580.4506
835        No     Yes 1445.4580297 18632.6161
836        No      No 1166.1002356 23994.4039
837        No      No  163.7471037 38970.0289
838        No      No    0.0000000 46353.8021
839        No      No 1322.0529370 47814.1742
840        No      No 1283.5232534 61525.6962
841        No      No 1000.8984337 43059.0486
842        No      No  249.8603230 47602.1165
843        No      No  500.2221784 38991.0125
844        No      No  568.0944851 36374.4339
845        No     Yes 1047.0851538 13714.2794
846        No     Yes  186.6683743 15976.6379
847        No      No  782.7783320 39224.4093
848        No      No  388.5483505 18007.8330
849        No     Yes  842.5722263 17279.5218
850        No      No  556.1156313 44197.9085
851        No      No 1234.5786179 48112.4805
852        No      No  412.8943419 42123.2172
853        No      No  683.3573938 29269.3335
854        No      No  872.2261716 48101.6117
855        No      No  415.7654285 24740.7536
856        No     Yes 1518.0188089 16740.4431
857        No      No  254.3944552 44612.1476
858        No      No 1507.2491946 24057.5179
859        No      No  900.5675031 40848.6918
860        No      No  595.1451336 46011.9466
861        No     Yes  163.9398231 21083.0045
862        No      No  389.6132519 43472.6743
863        No     Yes 1334.9711802 14834.8643
864        No     Yes 1961.7286570 17864.0993
865        No      No 1173.1614933 36439.6787
866        No      No 1102.4182421 23218.0838
867        No      No 1228.9079188 46411.8201
868       Yes      No 1505.8314745 29525.7494
869        No     Yes 1217.6239132 21160.4293
870        No     Yes  843.1590910 12042.8942
871        No      No 1004.5329035 59403.9300
872        No      No  294.0629444 57500.1111
873        No      No  484.7234795 24569.5673
874        No      No  775.5561388 34586.2533
875        No     Yes 1339.3127688 21031.8598
876        No      No  801.8550344 39156.6275
877        No      No  551.8871003 37573.1414
878        No     Yes  522.3811806 23440.0642
879        No     Yes 1237.4547227 20660.4694
880        No      No  320.0059169 57563.4892
881        No      No  960.6700306 30093.7275
882        No      No  272.0195177 29773.6093
883        No      No  927.1659182 33781.8151
884        No      No   75.7952593 55189.6860
885        No      No 1285.8513807 37635.9541
886        No      No 1471.7750729 32478.0439
887        No     Yes  808.0147191 14485.4684
888        No      No  747.3535557 42900.0249
889        No      No  327.7957317 23865.3281
890        No     Yes  851.3417919 18786.5803
891        No      No  110.8543651 27370.3044
892        No      No  541.7555693 57322.1050
893        No      No    0.0000000 36269.2925
894        No      No 1201.3602641 51740.8901
895        No      No   57.2198379 18982.5557
896        No     Yes  785.0934846 32945.8281
897        No     Yes  383.6396643 17445.1824
898        No      No 1107.3041567 52765.0587
899        No      No  396.9859854 55454.6310
900        No      No    0.0000000 44807.3783
901        No      No  924.2415348 45207.3876
902        No      No  602.4937249 33202.5344
903        No     Yes  828.7398250 17962.3111
904        No     Yes    1.6111756 20837.3355
905        No     Yes  894.0057891 18002.3252
906        No      No 1234.4764787 31313.3746
907        No      No  406.0139804 42642.2374
908        No     Yes 1051.9984485 12376.0960
909        No     Yes 1085.8380796 18890.2281
910        No      No 1656.1732716 41133.1268
911        No     Yes  242.6526089 20426.7940
912        No     Yes  602.3064955 12927.7128
913        No      No  187.5973026 59660.9970
914        No      No  331.2970819 34497.7427
915        No      No  911.3877951 57131.3204
916        No      No  391.4082005 39761.5618
917        No      No 1450.3491837 33957.1820
918        No      No  819.9169885 28960.1128
919        No     Yes 1590.1764126 18666.4122
920        No     Yes 1256.6148700 22493.5013
921       Yes     Yes 1889.3321103 22652.1096
922        No      No  743.6853749 10774.9719
923        No      No  343.1944994 29555.9055
924        No      No  534.9731547 44079.3329
925        No      No 1207.6979061 34857.5403
926        No      No  564.8138972 39829.4168
927        No     Yes  495.3652633 22938.1369
928        No      No  902.5138231 38647.5219
929        No     Yes 1741.2733541 18544.0517
930        No      No 1166.6426249 52700.1097
931        No     Yes  631.1597700 23245.0708
932        No     Yes 1076.9779656 14668.3807
933       Yes      No 1243.5540252 37634.3464
934        No      No 2113.0190230 34747.7558
935        No      No 1296.0609971 43313.2830
936        No      No 1088.6740772 47147.7259
937        No      No  824.7317041 42313.5157
938        No      No  684.2948414 37011.1833
939        No      No   37.3648865 26221.5179
940        No     Yes  878.1490055 18414.5701
941        No      No  904.2415222 40683.4603
942        No     Yes  942.0422150 22181.3945
943        No     Yes  957.4925363 16323.3648
944        No      No  285.2908758 17606.6359
945        No     Yes 1468.3827478 19846.0648
946        No      No  322.7130195 27668.5761
947        No      No  414.1340631 40877.2265
948        No      No 1105.0028119 36812.7061
949        No      No    0.4457568 31934.8380
950        No      No  619.7013996 13902.1790
951        No      No  293.8693202 56676.8018
952        No     Yes  637.3827283 19704.9194
953        No      No 1109.5286172 69325.0798
954        No      No 1223.1129435 52903.4614
955        No     Yes 1183.6929502 13081.6611
956        No      No  569.7908726 54335.2241
957        No      No  625.5319229 46026.4879
958        No      No  833.6552993 16908.7781
959        No      No  866.0459226 44827.2659
960        No     Yes  945.4798492 17279.2868
961        No      No 1554.8455452 43901.8053
962        No      No  575.7683453 51927.7468
963        No      No 1141.6036872 38722.9612
964        No      No 1146.6402202 45376.5565
965        No      No    0.0000000 34305.9187
966        No      No  434.7147713 35454.7554
967        No      No 1026.1344303 39135.6370
968        No     Yes 1302.7972063 29252.3614
969        No      No  690.7058706 59561.9052
970        No      No  574.4516329 40727.6429
971        No      No    0.0000000 43346.6223
972        No     Yes  251.3060237 13058.6067
973        No     Yes 1252.1139542 16490.7069
974        No      No  207.8952069 52249.3123
975       Yes      No 1753.0843893 48965.3470
976        No     Yes 1279.9352268 21107.5202
977        No      No  862.8765137 36461.9011
978        No      No 1143.5414049 33394.9791
979        No      No 1253.1816405 71238.5506
980        No      No  624.0839722 25557.6397
981        No     Yes 1027.8610697 14322.0884
982       Yes      No 1964.0146841 50553.5345
983        No      No  752.4261091 32539.6450
984        No      No  953.9298177 32640.1440
985        No      No  773.2042127 66749.4334
986        No      No  432.7910885 52238.0874
987        No      No  797.7340162 31616.8002
988        No      No  240.8415528 56089.1543
989        No      No  662.3158574 31815.3466
990        No     Yes 1056.3655499 15432.3960
991        No      No  741.0875961 43015.5392
992        No      No    0.0000000 42284.6822
993        No      No  981.9544898 41123.2125
994        No      No 1569.8356664 42781.3833
995        No      No  136.5055213 45596.1078
996        No     Yes  731.9517153 18117.4279
997        No      No  717.8107678 32040.9313
998        No     Yes 1005.1762229 18262.1761
999        No      No  561.9283609 31192.9127
1000      Yes      No 2033.1917897 44998.2874
1001       No      No  638.8174557 46704.7380
1002       No     Yes 1104.9496869 11528.9997
1003       No      No    0.0000000 29514.0336
1004       No      No  633.7666725 34290.6049
1005       No     Yes 1526.0251335 20894.0767
1006       No      No  522.7662715 43026.3291
1007       No      No  853.1031276 47381.7242
1008       No      No 1225.2251522 39338.8621
1009       No     Yes 1559.6278690 22047.7816
1010       No      No  260.3399357 34932.4938
1011       No      No 1320.9432451 50505.3669
1012       No      No 1443.6483898 45089.3895
1013       No      No  791.6382334 30303.6068
1014       No      No  922.6664691 33445.4897
1015       No      No   80.7528636 35887.5464
1016       No      No  193.3585386 34728.0214
1017       No      No  939.0985018 45519.0190
1018       No      No 1336.8030147 30787.1557
1019      Yes      No 1488.7795619 49803.2931
1020       No     Yes  375.1967469 13709.2053
1021       No     Yes  773.3811632 18978.1885
1022       No      No  581.4231695 44600.6628
1023       No      No  461.0502494 43147.7720
1024      Yes     Yes 1424.5593233 25398.1974
1025       No     Yes 1139.3962136 17139.8481
1026       No      No 1032.2032697 41673.7342
1027       No      No   96.6418387 44556.2194
1028       No      No  338.7794082 42678.7132
1029       No     Yes 1331.4254616 13793.1852
1030       No      No    0.0000000 34479.6235
1031       No      No  616.2539700 42436.6864
1032       No      No  599.8008625 30146.6357
1033       No     Yes 1466.5628900 20904.4479
1034       No      No  593.3038909 49925.3239
1035       No      No  786.9812600 49432.9528
1036       No      No  926.9853267 48753.3129
1037       No      No 1175.4204333 37462.6433
1038       No     Yes 1697.7496671 23295.8433
1039       No      No  575.5143833 54203.1902
1040       No      No 1386.3024437 54404.4817
1041       No     Yes 1222.2450924 23152.7231
1042       No      No 1556.1941940 26905.5807
1043       No      No 1103.9218798 52821.5349
1044      Yes      No 1496.0721104 40214.6208
1045       No     Yes  975.6428740 25920.3219
1046       No     Yes  781.1742571 23403.0638
1047       No     Yes  940.4354663 18939.8428
1048       No      No  375.3296200 32531.2158
1049       No      No  627.8761333 51770.4584
1050       No      No 1304.3832088 49371.9569
1051       No      No 1496.2323700 37534.3292
1052       No     Yes 1005.5938287 15851.4826
1053       No      No  828.8577543 46060.8529
1054       No     Yes 1144.3585196 18903.3784
1055       No      No 1386.1919485 42537.9908
1056       No     Yes 1321.8052060 11453.6115
1057       No      No 1121.1512511 35765.7065
1058       No      No  547.8633422 45966.3511
1059       No      No  813.9973412 42461.5614
1060       No      No   75.1839853 52166.0060
1061       No      No  598.2192978 28621.1254
1062       No     Yes   63.0363233 12308.0183
1063       No      No    0.0000000 48642.2545
1064       No      No 1553.7033085 35929.1635
1065       No      No  813.7160939 46419.9971
1066       No      No 1386.1767531 42875.0060
1067       No      No  933.7673154 43693.5212
1068       No     Yes 1240.0956002 20134.6473
1069       No      No    0.0000000 33781.6563
1070       No      No  613.5818624 30833.8021
1071       No      No  253.5167956 53125.4835
1072       No     Yes  947.8858454 17094.4789
1073       No     Yes  112.8119095 16100.5708
1074       No     Yes  827.0413054 18892.8213
1075       No      No  484.6794990 43900.0916
1076       No     Yes  271.2497049 25157.7314
1077       No      No 1018.2489063 52509.7424
1078       No      No    0.0000000 43730.7667
1079       No     Yes    0.0000000 16421.4899
1080       No      No 1101.8037149 36555.4627
1081       No     Yes 1471.8978219 18913.0382
1082       No      No 1057.7131805 40707.6188
1083       No      No  352.5505372 17626.1671
1084       No      No 1029.8193081 50635.8908
1085       No      No 1308.6630941 35964.7919
1086       No     Yes 1581.7904895 10537.5298
1087       No      No  918.1189019 53710.2153
1088       No      No  637.8002911 40323.5591
1089       No      No  369.0417880 38468.2446
1090       No     Yes  985.0926986 18499.9615
1091       No      No  306.9569266 32428.8129
1092       No      No 1205.9132388 43715.4138
1093       No      No 1079.5029628 40504.9155
1094       No      No  555.2884886 40046.4220
1095       No      No  905.0116944 39293.9825
1096       No     Yes 1348.9560742 20870.2680
1097       No     Yes 1461.8332486 19252.2373
1098       No      No  443.4469923 29811.3635
1099      Yes      No 2024.1050179 51508.8689
1100       No      No 1516.5511524 39368.1419
1101       No     Yes  520.5576465 18256.2884
1102       No      No  850.5480987 44501.9150
1103       No      No  926.4896733 49919.9673
1104       No     Yes 1275.8242248  9611.9632
1105       No      No  249.5983832 20684.2374
1106       No     Yes 1564.4714105 19372.8216
1107       No      No  443.1755645 37639.9824
1108       No      No  323.5469083 33991.9911
1109       No     Yes  512.3202025 24949.6216
1110       No     Yes  524.7606336 14154.9135
1111       No      No  741.4204609 38660.9996
1112       No     Yes 1994.0491881 14305.1115
1113       No      No 1175.7151929 24000.8949
1114       No      No  284.0487757 41243.8548
1115       No      No  565.5053845 39109.3097
1116       No      No   47.7456654 31150.3747
1117       No      No  776.9548658 45083.3202
1118       No      No  353.7390971 65526.8097
1119       No      No   76.1322492 53594.4200
1120       No      No  839.6035976 45994.6447
1121       No     Yes  754.4840226 22425.5355
1122       No     Yes  833.1207736 23630.2737
1123       No      No  277.2949179 27548.9503
1124       No      No 1594.6971892 37091.8738
1125       No      No    0.0000000 40393.4754
1126       No     Yes 1281.6170912 14236.0920
1127       No      No 1469.7037861 40174.9504
1128       No      No    0.0000000 38165.6883
1129       No      No  891.4032410 46611.7316
1130       No      No  493.7649099 51518.0552
1131       No     Yes  884.6140116 24306.6504
1132       No      No    0.0000000 32582.7456
1133       No      No 1028.5203863 47944.6010
1134       No     Yes  425.8317403 13275.9144
1135       No      No 1132.3580623 52489.7642
1136       No      No  965.2738039 46218.4606
1137      Yes      No 2499.0167496 51504.2940
1138       No     Yes 1435.1812639 11346.8419
1139       No     Yes 1391.1963595  8637.9633
1140       No     Yes 1804.4133688 17665.5490
1141       No     Yes  321.7950672 19229.2259
1142       No      No 1506.6698286 41931.7045
1143      Yes     Yes 1402.2675158 12104.3156
1144      Yes      No 1379.4307172 38881.9693
1145       No      No 1232.9787291 57182.3321
1146       No      No  134.8580208 35755.8666
1147       No     Yes  422.9140174 18787.3370
1148       No      No 1373.5642133 21785.2528
1149       No      No  661.4258876 55591.5570
1150       No      No 1427.7184211 27425.6750
1151       No      No  938.6378621 39459.7670
1152       No      No  608.4289941 56483.0569
1153       No      No 1477.5323938 46965.1383
1154       No     Yes 1470.5887410 17876.2927
1155       No     Yes 1488.5988587 20739.6268
1156       No      No    0.0000000 49608.0062
1157       No     Yes  328.0383342 19566.2672
1158       No     Yes 1333.8061278 21087.3235
1159       No      No  764.5347169 40593.2854
1160       No      No  110.3266790 52106.2049
1161      Yes     Yes 2502.6849312 14947.5198
1162       No      No  604.3155154 36592.7568
1163       No     Yes 1595.2881578 22645.0401
1164       No      No    0.0000000 50076.2636
1165       No      No  440.6376501 50902.1361
1166       No     Yes  876.9186246 13372.5129
1167       No      No 1366.8903141 35566.9564
1168       No      No 1129.9759367 32795.0463
1169       No      No 1077.0208244 56862.0669
1170       No      No 1411.0742405 26040.0046
1171       No      No    0.0000000 45788.4921
1172       No      No  861.6529480 27355.8050
1173       No      No 1185.6611152 56483.5372
1174       No      No  901.5539184 57100.4177
1175       No     Yes  773.7302157 14841.9896
1176       No      No 1387.9733849 30716.6431
1177       No      No 1207.6947262 37355.9443
1178       No     Yes  455.7164377 12587.4015
1179       No     Yes  550.8950488 19110.0745
1180       No     Yes 1484.8054234 22965.1767
1181       No     Yes  441.6261268 15261.7080
1182       No      No  810.4120752 28056.7839
1183       No      No 1137.0398987 49810.9000
1184       No     Yes 1402.4077159 13870.9697
1185       No      No 1541.8128061 29374.9289
1186       No      No  898.9807259 63041.2248
1187       No     Yes  700.3311593 18702.9560
1188       No     Yes  895.4580635 23795.5515
1189       No      No  770.1321919 48489.3787
1190       No      No  841.9517310 53779.0183
1191       No      No   44.3136199 30449.2502
1192       No      No  377.3003603 42257.4932
1193       No      No  264.8011505 49216.2482
1194       No      No  522.0216391 37341.8988
1195       No      No 1681.9160049 41866.5581
1196       No      No 1069.5393675 55421.5528
1197       No      No  375.7009493 37925.9746
1198       No     Yes  670.9915260 19835.9690
1199       No      No  318.9125682 49305.5532
1200       No     Yes  955.1202176 25314.8531
1201       No      No 1123.7934389 24901.9963
1202       No      No  993.5808787 34836.2527
1203       No      No  278.8052603 54559.1167
1204       No      No 1553.2896039 44150.1621
1205       No      No    0.0000000 34522.8856
1206       No      No  483.5913011 36497.4685
1207       No     Yes  311.5305491 18534.4307
1208       No      No  536.2538616 32994.1514
1209       No      No  127.7079183 27483.8950
1210      Yes     Yes 1507.3339478 23898.8782
1211       No      No 1351.0359302 40946.6055
1212       No      No  723.1989866 42751.7652
1213       No     Yes 1041.2027987 22618.4241
1214       No      No 1102.1101093 34246.6949
1215       No     Yes  420.3702643 16419.7130
1216      Yes      No 1278.4073003 36675.6069
1217       No      No  542.4696580 52741.8107
1218       No      No  401.8290422 47175.6145
1219       No      No  506.5058716 51114.3197
1220       No      No 1160.4996041 23498.3002
1221       No      No 1277.7959128 56605.5989
1222       No     Yes 1200.6244709 18973.9077
1223       No     Yes 1418.5860716 11556.6953
1224       No     Yes  480.3397036 14592.8404
1225       No      No  370.5300188 31139.7218
1226       No      No  737.6852405 51138.2655
1227       No      No  501.9214460 41366.6779
1228       No      No 1682.2012236 30441.5548
1229       No     Yes  813.4527916 21073.9888
1230       No      No  683.8262514 46937.6229
1231       No     Yes 1036.6004440 15197.2485
1232       No     Yes  471.1433887 24945.0377
1233       No      No  336.4196404 39707.0423
1234       No     Yes  443.7230439 13136.8304
1235       No      No  967.1388884 35269.1230
1236       No      No  549.2759696 15706.2151
1237       No      No 1601.1600561 17974.7412
1238       No      No  902.1378198 59695.2905
1239       No      No    0.0000000 37553.5511
1240       No      No 1433.1835479 41744.3151
1241       No     Yes  502.7977355 13376.0533
1242       No      No  433.4528187 35858.9302
1243       No      No  406.4267183 36750.4990
1244       No      No  935.4810050 56610.8156
1245       No     Yes 1545.8306408 12160.8423
1246       No      No   93.9405628 19811.3305
1247       No     Yes  192.4111547 24050.3717
1248       No      No  716.9202275 24015.5191
1249       No     Yes 1157.1395379 21222.4155
1250       No      No   72.1697403 39560.6350
1251       No     Yes 1417.2682579 20464.0257
1252       No      No 1195.4839563 38452.6413
1253       No      No  559.1186503 55007.2651
1254       No      No    0.0000000 37499.6893
1255       No      No  359.2257409 25243.0985
1256      Yes     Yes 2123.3692170 23836.4643
1257       No      No 1316.5423843 20353.4988
1258       No      No 1172.3008899 34513.6108
1259       No      No 1453.0836372 36828.3272
1260       No     Yes  323.9570867 12327.2440
1261       No      No 1152.5506635 27346.0306
1262       No      No 1333.9981656 57662.1219
1263       No      No  709.6586991 37992.2129
1264       No      No  731.3091222 33126.8498
1265       No     Yes  279.3155744 19742.0371
1266       No      No    0.0000000 17059.3683
1267       No     Yes  630.7044630 16501.8090
1268       No      No  543.0371297 31268.0952
1269       No      No  618.8815020 27906.5896
1270       No     Yes 1053.1617351 25222.9788
1271       No     Yes    0.0000000 19622.5772
1272       No     Yes 1762.3521829 17032.3424
1273       No      No    0.0000000 43943.2449
1274       No      No  469.1519745 30366.7196
1275       No      No  699.7625588 32881.3045
1276       No      No  446.1427252 42611.5835
1277       No      No  571.1799476 39682.8029
1278       No      No  952.3348213 44864.1549
1279       No      No  584.6670228 55682.4667
1280       No      No  174.3678659 47750.1206
1281       No     Yes  671.8017009 15299.2599
1282       No      No 1339.5555103 53585.7613
1283       No      No    0.0000000 49232.7065
1284       No     Yes 1579.0709772 21101.2046
1285       No      No  917.3235409 40193.8381
1286       No      No  251.4282215 25962.0592
1287       No      No  998.3620611 38385.2913
1288       No      No  828.2325106 42246.2174
1289       No     Yes 1500.2830892 16943.0290
1290       No      No 1142.6379761 26731.0904
1291       No     Yes 1415.1988226 16737.5187
1292       No      No  198.7309179 33512.9304
1293       No      No  341.7692502 41662.7426
1294       No     Yes  146.7353634 12716.2128
1295       No      No 1576.3069157 30547.8000
1296       No      No 1830.4715471 24053.4769
1297       No      No  368.8007286 34526.0354
1298       No     Yes 1026.5762844 23636.5528
1299       No      No    0.0000000 36225.5073
1300       No      No  241.3360311 40122.4016
1301       No      No 1272.0538913 44895.5933
1302       No      No  361.2007027 49395.0267
1303       No      No 1464.0099155 32023.5955
1304       No     Yes  815.0774084 18445.6597
1305       No     Yes 1026.1282473 16430.6411
1306       No      No  630.7255595 30466.3785
1307       No      No 1624.1264317 16054.3042
1308       No      No  744.7326369 44965.0464
1309       No      No 1439.2967787 36170.5984
1310       No     Yes 1491.0509983 13033.1227
1311       No     Yes    0.0000000 13334.2401
1312       No      No 1162.6997964 27206.6618
1313       No      No 1463.5931611 34064.8787
1314       No     Yes 1309.6975433 15536.2388
1315       No      No  920.6474223 37936.0891
1316       No     Yes    6.3188644 18912.6141
1317       No      No  128.9911619 56946.4364
1318       No     Yes 1323.2890629 21149.3137
1319       No      No  383.2157693 15233.3163
1320       No      No  267.3809730 32265.1189
1321       No      No  429.0746980 48109.8083
1322       No      No  711.0038910 51035.7458
1323       No     Yes  309.5241479 12135.0381
1324       No     Yes 1317.9262580 14070.1671
1325       No      No  427.3328427 55503.0736
1326       No      No  872.8569657 31471.5454
1327       No      No 1105.5561727 38886.0358
1328       No      No  678.0189216 59416.7789
1329       No     Yes 1164.6307299 17929.6530
1330       No      No  214.9016261 33904.5777
1331       No      No  721.5867078 50952.4848
1332       No     Yes  224.3387690 18282.2166
1333       No     Yes 1199.2377745 13809.3505
1334       No      No  580.0545844 37278.2793
1335       No      No  821.4936019 34739.3948
1336       No      No  602.8629316 37849.1342
1337       No     Yes  377.7676037 14021.5889
1338       No      No  727.6325580 38431.1581
1339       No     Yes  600.4308598 18538.3017
1340       No      No  993.5916771 26682.3286
1341       No      No 1096.5870373 47235.4531
1342       No      No 1603.3333974 43474.6376
1343       No      No 1146.9714281 30637.2973
1344       No      No 1342.1753404 58049.9940
1345       No     Yes 1663.6870136 19847.6986
1346       No      No 1005.2479665 41308.2548
1347       No      No  962.8949273 25063.4930
1348       No     Yes 1092.6206565 27128.1672
1349       No      No  919.3433464 43287.9023
1350       No     Yes  176.8405782 20021.6934
1351       No      No  460.6044655 38818.1816
1352       No     Yes  782.5448463 20593.5267
1353       No      No  613.7429339 56951.3597
1354       No      No  362.1034983 39658.9504
1355       No      No  861.6819237 49672.3472
1356       No     Yes  936.4734896 19389.4800
1357       No      No 1222.7370416 68564.9907
1358       No      No  794.4867872 44145.2158
1359       No      No    0.0000000 13573.5624
1360      Yes      No 2220.9662011 40725.0962
1361       No      No  523.2162452 38063.4017
1362      Yes      No 1907.3773113 42346.8285
1363       No     Yes 1809.4634685 18804.7239
1364       No      No 1392.2613153 32283.3884
1365       No      No 1349.4664557 35870.0195
1366       No      No  621.7362508 51595.7517
1367       No     Yes 1273.5819815 18475.1924
1368       No      No  636.2405203 17355.7575
1369       No      No  680.4518871 33192.4018
1370       No      No  836.8498663 27936.5189
1371       No     Yes 1115.1067405 19169.0716
1372       No     Yes  799.7433408 16147.5766
1373       No     Yes  996.3868788 20070.8139
1374       No      No 1632.8080455 33455.9011
1375       No      No  439.8374803 24452.6466
1376       No      No  276.7453134 50523.6779
1377       No      No 1715.3150628 22824.0976
1378       No      No  848.6936359 29042.5594
1379       No     Yes  323.5033574 19144.8157
1380       No      No  793.6122324 24973.2085
1381       No      No  612.0784475 39443.9574
1382       No     Yes 1418.4290041 14907.0700
1383       No     Yes 1466.9394391 19139.6296
1384       No     Yes  440.7900554 19896.0297
1385       No      No    0.0000000 53432.6155
1386       No      No  885.1802220 46571.7717
1387       No      No  635.9697054 42451.6143
1388       No      No  664.8163017 32894.8041
1389       No      No 1100.2387794 34281.2552
1390       No     Yes 1606.3203663 13422.3071
1391       No     Yes 1704.4278574 20892.3141
1392       No      No 1295.9916327 39799.9975
1393       No      No  468.4121240 22943.1257
1394       No      No  303.7832118 44745.1195
1395       No      No  971.7090250 33774.8919
1396      Yes      No 1758.4209474 49787.4566
1397       No     Yes 1334.7011186 24621.9631
1398       No      No  982.6992113 40194.4654
1399       No      No   52.0388863 14680.1000
1400       No      No  401.5035397 25010.8001
1401       No      No 1456.8493777 40186.5309
1402       No      No  772.9245771 42678.3881
1403       No     Yes 1844.3617183 14238.1132
1404       No     Yes 1015.5113966 21362.9389
1405       No      No  988.6780269 31210.2432
1406       No      No 1072.7441065 45704.8396
1407       No      No 1576.9006715 39835.3487
1408       No      No  840.1051582 33976.7075
1409       No     Yes 1210.4389292 19022.1923
1410       No     Yes  714.5496128 13431.8417
1411       No     Yes  607.0940290 16373.9345
1412       No      No  413.3635225 43071.1863
1413       No      No 1184.2120147 34990.5806
1414       No      No  273.6022741 27996.5771
1415       No     Yes  871.8152195  9788.5713
1416       No      No 1724.5568166 46397.4523
1417       No     Yes 1107.4003798 15661.5797
1418       No     Yes 1161.4073449 18420.2989
1419       No     Yes  107.6025084 17941.7392
1420       No      No  136.4220356 42719.8941
1421       No      No  682.0359840 30288.9418
1422       No     Yes  791.5303591 18342.7374
1423       No      No  457.8690747 43134.5480
1424       No      No 1514.9632356 36403.0361
1425       No      No  816.0938872 37763.0365
1426       No      No 1241.9542429 41952.1158
1427       No      No  932.2025461 49214.7051
1428       No      No  608.1084466 46962.7870
1429       No     Yes  627.5932466 15423.2076
1430       No     Yes  593.0552412 22786.9167
1431       No      No  187.3101926 31140.7467
1432       No      No  736.4757788 39538.3308
1433       No     Yes  838.0811589 23698.7073
1434       No      No  511.5159962 43737.1818
1435       No      No  355.3596461 65798.9200
1436       No      No 1138.3966863 24098.3489
1437       No      No  828.0049554 53806.3163
1438       No      No 1218.5530053 51224.9173
1439       No      No  316.0121309 34250.5216
1440       No     Yes  480.4697653 14866.6123
1441       No      No  152.5030074 39502.8368
1442       No      No 1129.3164657 46689.9794
1443       No     Yes  887.2906400 14958.5515
1444       No      No  938.4369137 34184.9429
1445       No      No 1076.6654391 43972.6939
1446      Yes      No 1575.4878184 35735.4550
1447       No      No  148.1459807 43104.3861
1448      Yes      No 1865.6357795 49604.8821
1449       No     Yes  633.7691889 14109.8218
1450       No     Yes    0.0000000 23422.1372
1451       No      No  922.8171680 50800.3590
1452       No      No    4.7121417 28521.3669
1453       No      No 1198.1759268 42968.6399
1454       No      No 1726.6186981 43814.9613
1455       No      No 1075.2197212 30485.0597
1456       No     Yes  883.9235437 14740.1387
1457       No      No 1099.2929851 47625.3055
1458       No      No  948.9651331 45456.9288
1459       No     Yes  814.6300753 22948.1578
1460       No      No  687.2929387 35989.2276
1461       No      No  693.6715894 32578.6063
1462       No      No  814.8431184 28526.2168
1463       No      No 1031.9746008 59555.8658
1464       No      No 1319.4835786 62054.9864
1465       No      No 1366.0260219 51551.1083
1466       No      No 1033.4550426 55487.2199
1467       No      No    0.0000000 50231.4473
1468       No      No  857.5823611 54372.8942
1469       No      No 1156.2895581 33959.7385
1470       No      No 1713.2635900 34005.8614
1471       No     Yes  902.9807197 15076.3385
1472       No     Yes  212.0421829 16179.3078
1473       No      No  632.8039803 51149.4253
1474       No     Yes  378.0211154 19571.3923
1475       No      No  999.5380168 43934.8563
1476       No      No  970.8525458 49043.7823
1477       No      No 1319.1876133 35466.2419
1478       No      No  286.3299636 59576.6503
1479       No      No  830.5718756 39723.7687
1480       No     Yes  657.5321356 19395.7389
1481       No      No  786.6410085 57704.6446
1482       No      No  111.0619105 40675.3274
1483       No      No  298.2365837 27838.6841
1484       No     Yes  819.8586726 19802.4611
1485      Yes      No 1790.6749834 44607.4290
1486       No      No  883.4719996 44207.3330
1487       No     Yes  384.8313281 17844.5175
1488      Yes      No 1567.6107045 38785.3577
1489       No     Yes  927.7727236 18148.0693
1490       No      No  796.3261454 28616.7090
1491       No      No  652.5533166 32438.0581
1492       No      No  315.0122984 44690.4977
1493       No      No 1609.7974526 38756.4547
1494       No      No  851.7962751 57950.7718
1495       No      No  460.2078669 44527.2728
1496       No      No 1203.8289636 41484.9394
1497      Yes      No 2074.8075886 38988.8592
1498       No      No 1243.7083222 37926.1052
1499       No     Yes 1373.0378350 19457.6093
1500       No      No  449.4126863 52892.2502
1501       No      No  126.5585946 69541.9486
1502       No      No  387.2361429 24243.9445
1503      Yes     Yes 2332.8782542 11770.2341
1504       No      No 1359.4384925 24411.1347
1505       No      No  469.3317131 58360.3891
1506       No      No  111.2949539 40086.6901
1507       No      No 1443.8751654 54355.7261
1508       No      No  396.8203160 51560.0281
1509       No     Yes  146.1511448 15160.4895
1510       No      No  607.2000058 36615.8294
1511       No      No 1708.1499670 46416.9456
1512       No      No  956.5333370 53702.5416
1513       No     Yes  676.6132706 16148.1864
1514       No     Yes  238.3181069 17194.1541
1515       No     Yes    0.0000000 15967.6142
1516       No     Yes  740.7379512 13065.5659
1517       No     Yes  933.7116933 11810.5546
1518       No      No  860.0343646 33740.6991
1519       No      No 1032.9408252 31152.1407
1520       No      No    0.0000000 36949.9499
1521       No      No  835.2734997 51471.1429
1522       No      No  188.4087559 35073.5146
1523       No      No  506.3249831 43631.2965
1524       No      No  496.7518122 35955.6393
1525       No     Yes  739.1794564 15819.7306
1526       No     Yes  916.5369368 20130.9153
1527       No      No 1559.7521462 37227.2688
1528       No      No  392.2395399 44983.2018
1529       No      No 1065.8255602 39718.9492
1530       No      No  523.7088979 48091.7445
1531       No      No  789.5647710 39199.0295
1532       No      No  805.1953048 38222.2552
1533       No      No 1255.5433753 45142.2736
1534       No      No  654.8088460 44255.7672
1535       No      No  716.7649108 51528.4987
1536       No      No  686.0723086 32318.4222
1537       No      No 1530.3700171 29479.0224
1538       No      No  879.3738243 29697.1465
1539       No      No  738.3278043 37273.1711
1540       No      No 1647.4267639 49156.1593
1541       No     Yes  503.2166226 21371.2463
1542       No      No  215.0253294 40399.4099
1543       No     Yes  820.6563010 24820.0482
1544       No      No  990.6748042 56141.1138
1545       No     Yes  914.1064962 15546.7837
1546       No     Yes 1021.0116132  8970.9120
1547       No      No 1143.4313794 35773.4018
1548       No     Yes  763.3973889 15224.2635
1549      Yes      No 1532.3262997 42152.3617
1550       No      No 1860.7411485 39551.0358
1551       No      No 1101.2963107 27781.4524
1552       No      No  541.9968025 43873.2894
1553       No     Yes  696.5835269  2981.2795
1554       No      No 1536.2322762 30635.5718
1555       No      No 1333.1973130 33782.9038
1556       No     Yes  869.5092010 18056.4548
1557       No      No 1048.5521399 40916.1245
1558       No      No   12.0792665 32670.4196
1559       No      No  699.3825817 34276.5925
1560       No      No  855.4263748 48653.5826
1561       No     Yes  562.3041982 20164.3110
1562       No      No   62.1700497 28660.7475
1563       No      No  977.8897501 45005.2564
1564       No      No 1685.4506234 60890.3648
1565       No      No 1257.7953204 21679.4905
1566       No      No  671.7843250 53374.9540
1567       No      No   63.0974704 38493.0872
1568       No      No  686.3844319 28953.2703
1569       No      No  582.9447640 40368.5438
1570       No      No  808.6251972 32316.3727
1571       No      No 1077.9803068 17705.2190
1572       No     Yes 1716.0897739 22755.2619
1573       No      No  417.7275813 31206.2905
1574       No      No 1300.9951660 42493.9555
1575       No      No  896.6781160 46328.5442
1576       No      No  136.8283200 13585.9975
1577       No      No   29.1750991 38871.4787
1578       No      No  282.9095623 35445.9186
1579       No      No  858.5426304 19071.8484
1580       No      No  864.0471984 27690.1135
1581       No      No 1225.9750077 42203.2082
1582       No      No  696.4287643 38028.2997
1583       No     Yes 1840.2179868 26480.7193
1584       No     Yes 1227.4852726 16717.6206
1585       No      No 1716.6751344 39543.2911
1586       No      No  330.6224277 11732.2514
1587       No     Yes  915.6568136 17710.8547
1588       No      No  133.0970308 34578.9968
1589       No      No  420.6115870 33293.4669
1590       No      No 1058.0587962 27196.2586
1591      Yes      No 1972.1668197 34362.6350
1592       No      No  790.2389859 43646.1431
1593       No      No  131.6247137 40158.7090
1594       No      No    0.0000000 37468.4808
1595       No     Yes  106.2506074 17638.7997
1596       No     Yes  712.2537066 21407.0436
1597       No      No  906.2232258 44626.9427
1598       No      No  127.4099032 49735.6416
1599       No      No 1698.0719156 48595.7046
1600       No     Yes 1448.0356060 18989.3970
1601       No      No  711.4394514 40507.8212
1602       No      No  326.6289568 52696.7252
1603       No      No  352.9438765 59372.7119
1604       No     Yes 1247.0672376 15522.5841
1605       No      No  439.0689670 47899.1697
1606       No      No 1030.2100577 40711.4532
1607       No      No    0.0000000 33168.0580
1608       No      No 1113.2765289 51457.5391
1609       No      No 1341.0777775 40199.8414
1610      Yes     Yes 2269.9469661 18021.1059
1611       No      No 1384.2649243 27737.6085
1612       No      No    0.0000000 32724.5064
1613       No      No  745.8132048 42762.4750
1614       No      No  909.6336239 41915.5207
1615       No      No  196.3740083 57397.2772
1616       No      No  866.1746688 41365.4564
1617       No     Yes 1460.7476673 24960.3594
1618       No      No  760.7767006 44851.5603
1619       No     Yes 1165.2832150 10354.9376
1620       No      No 1085.4255718 39274.8339
1621       No     Yes  724.3855760 18641.4984
1622       No      No  114.8844751 27365.4222
1623       No      No  794.5875684 52507.4796
1624       No      No 1093.2566194 28811.2735
1625       No      No  943.9378335 48198.4006
1626      Yes      No 1861.0608710 55671.7237
1627       No      No  900.8387591 33130.7093
1628       No     Yes 1682.7961421 23344.0739
1629       No      No  196.1954156 26612.5603
1630       No      No 1181.1237486 29181.8390
1631       No     Yes 1101.1580897 13142.1815
1632       No     Yes 1506.8604725 14914.8234
1633       No     Yes 1213.8405542 17374.0639
1634       No     Yes  547.2463251 17445.9017
1635       No      No 1708.5740786 34890.7171
1636       No      No  248.0414824 36257.1614
1637       No      No  386.2650712 45776.2067
1638       No      No  527.4632744 35708.1693
1639       No      No 1546.8425011 51161.9795
1640       No      No    0.0000000 47214.4336
1641       No      No    0.0000000 55781.2048
1642       No      No  955.4664338 47520.1756
1643       No     Yes  750.8620345 16932.3277
1644       No     Yes 1255.7481347 12209.5771
1645       No      No  818.0608834 35902.4718
1646       No     Yes 1469.3666682 11337.4230
1647       No      No  331.7207347 46853.7459
1648      Yes      No 1456.5460563 51508.5743
1649       No     Yes 1290.8542931 19532.7315
1650       No     Yes  711.0304958 12685.8249
1651       No      No  734.3172028 33240.0390
1652       No      No  329.2188974 48133.8244
1653       No      No 1231.5062105 35068.7907
1654       No      No  847.0541480 28539.1079
1655       No      No  811.4289115 55119.8970
1656       No     Yes 1656.8575982 15359.4365
1657       No     Yes 1547.1532476 14344.2896
1658       No     Yes  590.7187260 13041.1985
1659       No     Yes  893.9664662 15092.7760
1660       No      No    0.0000000 34066.4381
1661       No      No  800.1546800 51730.7046
1662       No     Yes  685.5225351 12361.8634
1663       No      No 1262.7574446 68579.1047
1664       No      No  770.1150264 49856.6901
1665       No      No 1181.0003590 35123.7401
1666       No     Yes  527.6538980 17819.9653
1667       No      No  441.4899198 39209.9001
1668       No      No  921.9744134 38340.5689
1669       No     Yes  875.3623525 14637.1769
1670       No      No 1033.1211553 66304.7738
1671       No      No 1046.7435429 40822.4474
1672       No     Yes 1319.7064485 23373.9312
1673       No     Yes  698.5122051 26768.9131
1674       No      No  570.9814914 47021.0067
1675       No      No  842.5417747 33897.9265
1676       No      No    0.0000000 47256.0621
1677       No      No  850.3848881 44547.4855
1678       No     Yes  963.1879064 12799.5094
1679       No      No 1136.3311318 42149.8690
1680       No     Yes 1945.4904829 14941.3180
1681       No     Yes 1442.5436010 13049.3194
1682       No      No  135.6290155 39925.7002
1683       No      No  423.8769467 36783.0514
1684       No      No  299.7795953 28917.5378
1685       No     Yes  701.5393706 17607.4578
1686       No      No  283.2072070 39263.3920
1687       No     Yes 1357.8497342 11402.5406
1688       No     Yes 1327.8641627 11020.9064
1689       No     Yes  946.4499823 15179.2120
1690       No      No  663.5052822 53102.2455
1691       No      No  115.8400840 47519.8497
1692       No      No  800.4862112 37715.8363
1693       No      No  640.0638938 52413.8590
1694       No      No  877.2830136 27405.1355
1695       No     Yes 1382.0876915 15552.2521
1696       No      No  751.3945389 50910.2456
1697       No      No    0.0000000 39893.2719
1698       No      No 1120.7032387 29613.8876
1699       No     Yes 1312.0514310 28483.1355
1700       No      No  389.0553278 22581.6237
1701       No      No  861.6904462 58029.6402
1702       No      No 1079.3960055 38864.1448
1703      Yes      No 1893.2897921 31821.7256
1704       No      No  337.4959039 55853.2651
1705       No      No 1142.3517058 45580.5748
1706       No     Yes  847.0564853 13741.3271
1707       No     Yes 1575.2381161 24469.4914
1708       No     Yes  403.3470535 19690.3455
1709       No     Yes  566.5231194 25398.3984
1710      Yes     Yes 2009.6857436 25694.4962
1711       No      No  954.5981678 50139.0930
1712       No      No 1057.9404154 45514.6725
1713       No      No  381.3874762 28265.0861
1714       No      No  793.1868556 35555.7803
1715       No      No 1078.9103846 54419.7866
1716       No     Yes 1311.0984831 21189.2384
1717       No      No   38.2955762 37186.5516
1718       No      No  756.2166996 36513.9212
1719       No      No   56.8693777 56245.0654
1720       No      No 1189.7480394 30315.8851
1721       No      No 1337.3908774 51507.5009
1722       No     Yes 1255.4992145 16703.0174
1723       No      No 1211.8679264 42777.5823
1724       No      No  318.8772708 50069.0243
1725       No      No  336.0705452 38595.9115
1726       No      No  934.4904926 31043.4083
1727       No      No  812.4882979 42721.3007
1728       No      No 1184.6839039 37937.9526
1729       No     Yes 1737.6075933  7153.5397
1730       No      No   94.1207207 36303.9416
1731       No      No  994.6744382 33002.3391
1732       No      No    0.0000000 21809.2185
1733       No      No 1006.4688298 44563.7708
1734       No      No  331.9228185 47779.9266
1735       No      No  967.1352554 23278.6659
1736       No      No  132.1584290 26878.4721
1737       No      No  813.7409929 30975.2141
1738       No     Yes    0.0000000 15986.2420
1739       No      No  529.2649590 38814.6067
1740       No      No  743.0559317 40944.5638
1741       No      No   27.7011327 45540.9439
1742       No      No 1299.9246694 44214.5409
1743       No      No  906.5417626 27074.7747
1744       No      No 1451.1794757 53556.5521
1745       No      No 1027.5665313 48558.0873
1746       No      No 1047.2274214 40974.7281
1747       No      No 1452.6032929 28989.0440
1748       No     Yes 1190.5441120 20291.1720
1749      Yes      No 1858.9045150 35525.2139
1750       No     Yes 1152.5202244 12699.4059
1751       No      No  831.5951866 37372.8283
1752       No      No  922.6966762 34622.6193
1753       No     Yes  469.4564151 13944.8934
1754       No      No  474.8292191 41288.8291
1755       No     Yes 1485.2721175 10300.8554
1756       No     Yes  943.3475559 19977.8918
1757       No      No 1789.4645118 27427.0046
1758       No      No  659.5431977 21835.1718
1759       No     Yes 1319.5340050 24032.5441
1760       No     Yes  514.3682658 18934.6835
1761       No      No 1244.4651978 40036.0081
1762       No      No  946.8100507 41237.7693
1763       No     Yes  535.6860201 11019.6069
1764       No      No  682.8184588 33026.0037
1765       No      No 1190.4859598 38553.5748
1766       No      No  171.0011892 42749.1307
1767       No     Yes 1238.0166158 26854.3663
1768       No      No 1037.1576993 36034.5784
1769       No     Yes  464.8353104 19121.2286
1770       No      No  124.6990320 65211.0742
1771       No      No  667.2030608 44682.8316
1772       No      No 1111.0609978 50301.4757
1773       No      No 1142.3965399 33740.4430
1774       No      No  778.8301656 44257.3310
1775       No      No 1412.0247547 47727.5646
1776       No      No  986.0818160 52009.3996
1777       No      No 1251.7840194 32721.1440
1778       No      No  149.0244884 33398.4624
1779       No      No  465.0855346 43480.5685
1780       No      No 1031.1267957 41022.0956
1781      Yes      No 1478.1240694 31515.3445
1782       No      No  789.0007057 35798.4726
1783       No     Yes  790.2959403 14086.4484
1784       No     Yes 1123.5950474 16082.9057
1785       No      No 1370.1094957 40101.3791
1786       No      No  396.5135872 41969.7468
1787       No      No  682.0783655 30736.8877
1788       No      No  338.7359810 44923.0455
1789       No     Yes 1056.3294759 16000.8418
1790       No      No  927.2117810 44368.8831
1791       No      No  634.6961045 32594.6922
1792       No      No  833.5331130 40526.3056
1793       No     Yes 1345.2306269 18518.7157
1794       No      No  550.8989669 45347.7816
1795       No      No  495.7089542 24845.4330
1796       No      No  661.4261522 22610.3103
1797       No      No  136.1995896 20935.6191
1798       No      No  480.1925853 26084.4071
1799       No      No  230.8689248 32798.7826
1800       No      No   93.5701987 42930.7792
1801       No     Yes  508.8248517 22663.7098
1802       No     Yes  970.5159466 16584.8283
1803       No      No 1324.2966708 46875.3943
1804       No      No  932.9638468 32105.4419
1805       No      No    0.0000000 31418.3691
1806       No     Yes  984.7631618 17039.9733
1807       No      No  725.1205004 47549.2008
1808       No      No  246.8238097 40953.3428
1809       No      No 1051.3210914 23859.4318
1810       No     Yes  926.8926126 19445.9372
1811       No     Yes 1024.0248848 18545.8996
1812       No      No  699.8420242 41985.2577
1813       No     Yes 1036.3235141 14108.4545
1814       No      No  321.1088067 36275.1429
1815       No      No    0.0000000 41152.1740
1816       No     Yes 1299.1873237 19878.7473
1817       No      No  763.3753093 40978.1412
1818       No     Yes  808.7427719  9775.5814
1819       No      No  808.5075036 34543.0188
1820       No     Yes  677.5528258 20745.0153
1821       No     Yes  904.0089267 13996.5019
1822       No     Yes  102.1667716 26266.3628
1823       No      No 1218.3465146 43930.9899
1824       No     Yes  774.4138371 12289.8644
1825       No      No 1309.5643741 47432.4328
1826       No      No  921.9989908 31553.7340
1827       No      No  629.6962085 60230.2190
1828       No      No   77.5029386 31050.1558
1829      Yes      No 1772.8554837 42080.1068
1830       No      No  960.2376921 53418.5108
1831       No      No  664.6529879 56677.6214
1832       No      No  109.9187340 33419.0069
1833      Yes     Yes 1790.3605365 14306.8236
1834       No      No 1425.8016286 34015.8499
1835       No     Yes 1167.6201241 23502.2128
1836       No      No  891.1921462 35862.1673
1837       No     Yes 1124.2593117 23168.9234
1838       No      No 1796.1143755 31862.5753
1839       No      No  237.9761856 38229.5179
1840       No      No 1353.2649239 43888.8831
1841       No     Yes 1176.5500604 18662.5988
1842       No     Yes 1229.4414977 12158.0447
1843       No      No  270.5481250 34258.8312
1844       No     Yes  722.0554201 14661.5246
1845      Yes      No 1170.1989741 46692.1048
1846       No      No  840.1365052 38738.1772
1847       No     Yes  873.6412372 21810.6120
1848       No      No  434.2433404 57146.4261
1849       No      No  605.2744474 58469.4755
1850       No      No  428.8421619 36980.1393
1851       No      No 1662.7621916 36691.5622
1852       No      No  682.7124117 33175.1830
1853       No      No  598.5137770 42584.1208
1854       No      No 1088.2547652 32617.5935
1855       No      No  911.0522329 38629.5184
1856       No      No  538.1600228 44654.0932
1857       No      No  721.7438218 21162.7427
1858       No     Yes  438.5173671 17400.3909
1859       No     Yes  516.8654490 20179.3461
1860       No      No  811.1712029 42185.4436
1861       No      No  775.9818346 68179.7612
1862       No      No  285.4000014 39398.5654
1863      Yes      No 1554.8163187 26430.4894
1864       No      No 1057.0152123 54652.7103
1865       No     Yes  673.8124271 17672.2880
1866       No      No  689.6873624 24085.4348
1867       No     Yes 1400.3445886 14768.6962
1868       No      No  601.4172905 41490.6158
1869       No     Yes  754.8595587 18996.8367
1870       No      No  639.6652615 49977.2950
1871       No      No  765.7724451 35122.0274
1872       No      No  220.3689577 24019.3106
1873       No      No   47.3026675 38293.3111
1874       No     Yes  780.7223987 23819.7888
1875       No      No  168.8134955 57262.7545
1876       No      No 1557.6409514 46030.2621
1877      Yes      No 1891.1096143 34448.6939
1878       No     Yes  688.7475484 26662.3766
1879       No      No  452.0078771 39990.7657
1880       No      No  574.4911928 31632.6242
1881       No      No  572.1661387 43807.2190
1882       No      No  946.7707460 26618.5228
1883       No      No  523.9086948 43928.6379
1884       No      No 1146.3583853 44840.0250
1885       No      No 1646.6139188 39347.4568
1886       No      No 1216.2023094 43656.1289
1887       No      No 1184.8996251 53896.9022
1888       No      No 1416.0655549 40371.2846
1889       No      No  431.9427414 46658.0138
1890       No     Yes  521.0330664 16887.1604
1891       No     Yes  806.9961112 15964.9970
1892       No      No  775.4439275 33781.7811
1893       No      No  942.2799083 24683.3808
1894       No     Yes 1261.2571382 26085.0761
1895       No      No  509.3708922 39546.4726
1896       No      No 1389.3864523 39707.9895
1897      Yes     Yes 1836.1617645 18944.8079
1898       No      No  196.4829904 41972.9850
1899       No      No 1348.8888661 40548.7527
1900       No      No  661.6020253 43157.1193
1901       No      No  718.9867228 21044.6738
1902       No      No  451.1293241 39849.7132
1903       No     Yes  114.4182416 12540.9073
1904       No     Yes  889.0123127 10382.9368
1905       No      No 1046.1353244 47218.8168
1906       No     Yes 1263.8748306 18520.0637
1907       No      No 1109.0346343 29759.6363
1908       No      No  698.4053812 33265.4358
1909       No      No 1328.9671255 51721.3716
1910       No     Yes 1199.8092442 19538.0275
1911       No      No 1261.7784527 26767.9233
1912       No      No  605.3656943 39002.2296
1913       No      No  550.6398862 35648.3906
1914       No      No  894.2750955 36513.5392
1915       No      No 1163.5345738 46173.7682
1916       No     Yes 1061.7550863 17502.8196
1917       No     Yes 1204.5496303 19058.9845
1918       No      No 1666.4156238 18916.3749
1919       No      No  412.9020609 49060.9237
1920       No      No  595.0659734 29842.8860
1921       No     Yes  836.0057683  7404.7158
1922       No      No  178.1545157 28785.9621
1923       No     Yes  627.6453208 17868.4448
1924       No      No 1004.2550953 36895.8655
1925       No      No 1195.3995683 34333.9299
1926       No      No  515.6356355 51072.8470
1927       No      No 1242.1103779 37980.7584
1928       No     Yes  153.2610397 14027.7907
1929       No      No 1086.7402859 42451.9931
1930       No      No  280.9590497 29998.8573
1931       No      No  955.8814143 48657.7904
1932       No      No 1093.2822576 18844.2504
1933       No      No  734.0879454 22342.5503
1934       No      No  793.8293877 45089.5521
1935       No     Yes  410.4961872 25838.1974
1936       No     Yes  677.6531966 18930.0772
1937       No      No  814.5538745 39148.5584
1938       No      No  800.1773456 43547.3982
1939       No     Yes  300.7955043 19673.6741
1940      Yes     Yes 1748.6808492 13715.4244
1941       No      No    0.0000000 54901.8222
1942      Yes      No 1807.6844907 42308.9545
1943       No      No  833.0705629 36330.2621
1944       No      No  794.4643270 32431.8206
1945       No      No  631.5980113 46841.1110
1946       No      No  108.2494526 45264.5648
1947       No      No 1040.3964343 41395.2883
1948       No     Yes 1207.0524826 24747.8900
1949       No      No   67.2304391 45751.4479
1950       No      No  438.3989038 40576.7421
1951       No      No  708.5797950 21728.8202
1952       No      No  775.4022116 41857.5780
1953       No      No    0.0000000 49459.2755
1954       No      No  610.5067355 52124.2336
1955       No      No  845.3432645 34216.7544
1956       No      No  181.9197785 37725.2474
1957       No      No  272.9878407 63566.3660
1958       No      No  805.0963327 40236.8996
1959       No      No  226.8557048 33014.8933
1960       No      No    0.0000000 39576.4347
1961       No      No  691.9288288 23957.7149
1962       No      No 1674.1978299 54658.0741
1963       No     Yes  715.7174174 27285.3332
1964       No      No  339.4334297 44889.8749
1965       No     Yes  767.3371317 21979.6465
1966       No      No 1088.4880963 38171.3721
1967       No      No   28.5673908 35414.5783
1968       No     Yes  792.5775616 21347.2734
1969       No     Yes 1093.1150204 22593.0816
1970       No      No  408.4892466 35984.5617
1971       No      No 1214.8309684 38224.9621
1972       No     Yes  850.1598866 26764.2925
1973       No     Yes 1078.6629629 25945.1790
1974       No      No  403.6464529 55458.8912
1975       No      No 1378.1698873 48152.9879
1976       No      No  306.9952026 43504.3052
1977       No      No 1569.3808352 42414.6254
1978       No     Yes 1377.2696834 17077.2421
1979       No     Yes  656.3790570 26578.8836
1980       No     Yes 1654.6327345 23687.3572
1981       No      No  702.0847515 47811.7581
1982       No      No 1110.0606156 40236.5015
1983       No     Yes  718.2117540 18788.7481
1984       No      No  737.1504318 50544.7842
1985       No      No  672.3800476 40236.8732
1986       No      No 1298.0027625 42219.9112
1987       No      No  489.3993741 37338.5829
1988       No     Yes  636.1042690 20763.8279
1989       No     Yes 1406.7998267 16686.6280
1990       No      No  997.8098430 50287.8737
1991       No      No    0.0000000 49792.7573
1992       No     Yes  691.2247423 16872.1517
1993       No      No  485.8689097 14213.7056
1994       No      No  730.1796753 42685.1847
1995       No      No  152.1195126 41847.2318
1996       No     Yes 1105.9255710 13126.2142
1997       No      No    0.0000000 47592.7281
1998       No      No  815.7376680 48788.1033
1999       No      No  568.6298940 28122.5941
2000       No      No  589.9444194 24854.6046
2001       No      No 1139.5671663 36363.6248
2002       No     Yes  344.5228968 21341.6538
2003      Yes      No 2005.5751285 36636.0086
2004       No      No 1391.0338086 51881.8187
2005       No      No 1338.8845968 32500.5849
2006       No      No   78.7825536 37605.4525
2007       No      No  764.6451796 49100.9484
2008       No      No  602.6168777 56017.1275
2009       No      No  834.6900595 42468.9137
2010       No      No 1391.5165907 30152.8039
2011      Yes      No 1823.7514258 53526.3564
2012       No      No 1010.0707593 39456.9083
2013       No     Yes 1069.8003405 14736.1470
2014       No      No 1116.0657711 37074.0614
2015       No      No  428.4022839 36340.6511
2016       No      No  147.4885752 44482.2688
2017       No     Yes  689.5191950 15600.0474
2018       No      No  939.4207168 55360.0331
2019       No     Yes  591.1402653 19937.0226
2020       No      No 1139.2643642 41869.3187
2021       No      No  500.6492512 31353.7500
2022       No      No 1109.4086157 64213.1925
2023       No     Yes  733.9284490 28105.6062
2024       No      No  687.9567922 40354.2160
2025       No      No  118.5984509 35974.7640
2026       No      No    0.0000000 42009.0418
2027       No      No  634.8650438 49681.2245
2028       No      No  615.4712543 38161.6557
2029       No      No  457.9577436 36211.1950
2030       No     Yes  854.1493647 12843.4365
2031       No      No  770.9545178 42673.9931
2032       No     Yes    0.0000000 24283.3360
2033       No      No   58.4438978 44838.6950
2034      Yes     Yes 1893.6643343 21526.3506
2035       No      No  768.0436339 35951.1247
2036       No      No  336.2424173 46279.5259
2037       No      No  852.9713399 42773.7715
2038       No     Yes 1300.7079241 13675.5202
2039       No      No  743.5160765 33764.5718
2040       No      No  293.4523575 38528.4474
2041       No     Yes 1472.9484614 23877.5927
2042       No      No  756.1601309 52778.0536
2043       No      No  465.4956002 42358.1615
2044       No     Yes 1041.4387427 24847.8812
2045       No      No  709.7382874 46363.3437
2046       No      No  427.1176900 34193.1609
2047       No      No  612.2257762 60323.3573
2048       No      No 1322.1528543 47892.8900
2049       No      No  673.7476812 25013.0631
2050      Yes      No 1135.0473495 48982.2259
2051       No     Yes  509.6129401 21928.9110
2052       No      No  113.6690240 38513.3323
2053       No     Yes  560.4317644 24511.2102
2054       No      No 1163.7360102 32467.7480
2055       No      No  133.5089142 49516.3408
2056       No      No  897.4202657 36296.7481
2057       No     Yes  793.5627844 13446.0563
2058       No      No  942.7868536 27736.6451
2059       No      No  953.8070084 40908.4061
2060       No      No  814.2436789 29631.1101
2061       No      No 1387.7044687 26863.1723
2062       No     Yes  601.3457190 15897.1380
2063       No      No  656.5227013 34229.3741
2064       No     Yes 1790.5440925 21938.2092
2065      Yes     Yes 1925.9827948 17763.3503
2066       No      No    0.0000000 16834.8027
2067       No      No  310.1186425 31445.7711
2068       No     Yes  956.7203919 14464.8074
2069       No      No  205.1731978 47284.2535
2070       No     Yes 1572.8037780 24557.3521
2071       No     Yes 1455.6841824 14822.8331
2072       No     Yes 1011.4588143 28316.7576
2073       No      No  413.5990058 31466.2206
2074       No     Yes    0.0000000 19281.7147
2075       No      No  377.1938454 41901.8474
2076       No      No    0.0000000 51480.3874
2077       No     Yes    0.0000000 13407.7586
2078       No     Yes  527.0560852 22986.2838
2079       No     Yes 1470.3308343 15752.6818
2080       No      No  776.5683574 54662.5160
2081       No      No 1096.2036684 41016.2182
2082       No      No  130.4529103 46094.0772
2083       No      No 1331.6073093 27665.6755
2084       No     Yes  598.0818313 12385.8241
2085       No      No  177.0108651 53545.0151
2086       No      No  937.0330528 27174.5267
2087       No      No    0.0000000 46581.3618
2088       No     Yes  970.2107314 19245.1982
2089       No      No  268.8794915 48006.1500
2090       No     Yes  708.9778283 15968.9166
2091       No      No  596.0091827 32983.5435
2092      Yes     Yes 1944.6774586 13026.0467
2093       No     Yes 1805.2930711 10405.4267
2094       No      No  405.3880438 28493.3507
2095       No      No  849.1290111 26970.7361
2096       No      No  988.4077153 32458.7694
2097      Yes     Yes 2261.8481617 20030.1651
2098       No      No 1221.5997639 40865.3129
2099       No      No 1057.3564000 45099.0916
2100       No     Yes  292.3000209 17321.2271
2101       No     Yes  940.0797321 18581.5772
2102       No      No  368.1969332 32107.6787
2103       No      No  703.3860084 38419.4138
2104       No      No 1018.2212596 39893.3029
2105       No      No  240.2256121 25042.4017
2106       No     Yes  446.6348475 18309.7907
2107       No      No 1277.7933806 35620.1560
2108       No      No  519.5840264 30546.8644
2109       No      No  933.5212001 40378.4231
2110       No     Yes 1074.5778706 18574.3537
2111       No     Yes 1697.7539888 19021.0677
2112       No      No 1240.6647070 46148.1975
2113       No      No  573.5848026 54427.9211
2114       No      No  486.0570140 54794.3922
2115       No      No  455.3484167 41378.9971
2116       No      No 1110.4399305 39311.5345
2117       No      No 1225.0655525 49090.3693
2118       No      No  286.2582428 28838.3213
2119       No      No 1444.6304769 40364.5559
2120       No      No 1031.0445879 38199.0468
2121       No     Yes  382.0032763 19951.7217
2122       No      No 1337.3132659 41529.5521
2123       No      No  463.9018129 39626.7694
2124       No      No  948.7779787 24094.7865
2125       No      No  626.5161419 49207.0013
2126       No      No  350.0715602 45354.7462
2127      Yes     Yes 1492.9634210 11054.0684
2128       No      No  847.6358955 33199.3754
2129       No      No  241.9407399 47843.0797
2130       No      No  616.5386778 31925.1832
2131       No      No  733.4148453 36724.8933
2132       No      No 1100.9728815 50237.2578
2133       No      No  665.6278337 55093.3824
2134       No      No  174.9354850 55044.3701
2135       No      No  124.2272969 51265.5462
2136       No      No  344.5450091 38463.6853
2137       No      No  954.9482703 42963.6617
2138       No      No 1629.3259356 44911.6435
2139       No      No  913.0449190 31841.6350
2140       No      No 1306.8430234 49036.7417
2141       No     Yes 2308.8932358 19110.2664
2142       No      No 1042.4203897 58234.7665
2143       No      No 1264.8756264 44359.0606
2144       No     Yes 1348.6454558 21789.3822
2145       No      No 1256.8922884 23100.0095
2146       No      No 1046.6315534 45717.6281
2147       No      No    0.0000000 22535.5064
2148       No      No  432.6554265 22986.9318
2149       No      No  563.1501915 43028.5972
2150       No      No  721.0934339 41411.1437
2151       No      No  741.5927598 24393.3160
2152       No      No 1071.3053474 19529.0352
2153       No     Yes 1589.6385984 22541.8920
2154       No      No 1194.5975787 38222.5061
2155       No      No  269.5879188 38650.3461
2156       No     Yes  455.5990263 20549.1348
2157       No     Yes  795.5407915 10257.6725
2158       No      No  595.3688043 31418.8157
2159       No     Yes  539.8347931 13119.6859
2160      Yes      No 1322.7239790 23229.9091
2161       No      No 1267.2957913 36784.8370
2162       No      No 1091.9997377 34704.5123
2163       No     Yes  951.7855506 14354.6349
2164       No     Yes  559.4983021 16994.5787
2165       No     Yes 1222.1413269  9080.1457
2166       No     Yes 1026.1044950 20991.3964
2167       No      No 1140.5942088 25116.6683
2168       No      No  556.4448383 39707.1088
2169       No     Yes  306.6107704 11511.8842
2170       No      No 1271.2509859 42533.2677
2171       No      No  333.0727083 61508.7566
2172       No      No 1174.5195060 23942.2058
2173       No      No  473.9614391 35133.0704
2174      Yes     Yes 1724.9632322 22170.6873
2175       No     Yes 1056.7706510 14194.6590
2176       No      No  841.7346630 38023.3307
2177       No      No  590.8781726 52977.6420
2178       No     Yes 1070.6663605 19312.8406
2179       No      No  914.9723795 52871.3244
2180       No      No 1130.5128989 35071.6734
2181      Yes      No 1706.9568409 21738.7963
2182       No      No  839.3255069 43909.0040
2183       No     Yes  330.9361079 21272.3074
2184       No     Yes  762.5850193 24738.1184
2185       No      No  986.8181659 32386.1624
2186       No      No  916.0730001 42201.8206
2187       No      No 1263.6767875 25695.4814
2188       No      No    0.0000000 42118.1967
2189       No      No  441.0087864 47707.1252
2190       No      No  349.0544114 46698.0274
2191       No      No  423.9854717 37979.7853
2192       No     Yes 1295.0297126 21717.4695
2193       No      No  681.7244755 31153.6375
2194       No      No 1153.0213097 20586.2781
2195       No      No 1470.3425927 26136.7437
2196       No     Yes 1040.8733111 12177.0390
2197       No      No 1007.2686794 28245.3201
2198       No      No  667.1445832 44863.0690
2199       No     Yes  634.6799702 17023.6829
2200       No      No  298.7045166 39599.6616
2201       No      No  909.4842200 48358.4410
2202      Yes     Yes 1737.5378149 20974.0346
2203       No      No  203.2638172 46518.1324
2204       No     Yes    0.0000000 19750.3962
2205       No     Yes 1889.6783190 14756.9000
2206      Yes      No 1558.4634712 41648.3262
2207       No      No 1201.9275390 45382.6136
2208       No      No 1051.6044072 47529.2173
2209       No      No  641.5253832 18350.7334
2210       No      No  883.9070730 41668.1062
2211       No     Yes  953.8090470 18241.7414
2212       No     Yes 1168.8955451 14970.8701
2213       No      No  431.3307401 58551.8933
2214       No     Yes 1291.9152630 17910.0646
2215       No     Yes  335.3579479  5118.7456
2216       No      No   30.8244501 35960.6060
2217       No     Yes 1119.2375744 15214.1156
2218      Yes     Yes 1812.0799980 17962.2702
2219       No      No  385.6908387 44650.7830
2220       No     Yes  651.5500049 17743.0656
2221       No      No 1717.4950251 38791.0576
2222       No     Yes 1181.5132214 11784.8023
2223       No      No  745.2795147 34704.6202
2224       No     Yes 1453.3097467 15183.7292
2225       No     Yes 1333.0974714 29363.9717
2226       No     Yes  571.8863591 15632.7693
2227       No      No  494.6532294 40377.6684
2228       No      No  163.5826085 58220.7805
2229       No     Yes 1371.4683715 24248.5520
2230       No      No 1129.2026587 40688.6356
2231       No      No    0.0000000 53663.1667
2232       No      No   84.8565488 53760.4653
2233       No      No  681.4512395 48892.5247
2234       No     Yes 1366.4775338 11268.7743
2235       No      No   82.0884565 27357.5999
2236       No      No  602.9962261 33888.4092
2237       No      No  176.3231998 54798.6988
2238       No     Yes  713.7991565 20676.9052
2239       No      No  137.7246167 44747.3277
2240       No      No  159.9734731 30567.8013
2241      Yes     Yes 1956.9239059 15574.3900
2242       No      No  183.5763822 51149.2816
2243       No      No  975.3354849 50751.0386
2244       No      No    0.0000000 44216.9294
2245       No      No  424.2857970 35675.7411
2246       No      No 1477.6692068 42011.8080
2247       No     Yes 1211.3636481 14186.3887
2248       No      No  903.5493047 46971.5622
2249       No     Yes 1076.2335872 18096.7015
2250       No      No  988.6678180 28486.3398
2251       No      No 1311.0888032 32797.9899
2252       No      No    0.0000000 40056.6927
2253       No      No  289.3299083 45559.1764
2254       No      No   22.5371752 59536.2756
2255       No     Yes  287.6074133 24440.2252
2256       No      No   25.8283712 22720.0945
2257       No     Yes  725.7933681 23202.9640
2258       No     Yes 1137.0283179 25117.7630
2259       No      No 1335.1155522 30115.1550
2260       No      No 1193.6769733 34360.9095
2261       No     Yes    0.0000000 18162.7705
2262       No      No 1047.7233901 45181.7486
2263       No      No    0.0000000 48271.8704
2264       No      No  327.3225081 29816.3803
2265       No      No  771.6829167 38854.2425
2266       No     Yes  873.6786524 17655.7100
2267       No      No  974.9077893 36763.1460
2268       No      No  309.8239952 28139.6258
2269       No      No  286.8523269 18402.1648
2270       No      No  509.8522537 49345.4256
2271       No     Yes  840.3386901 21097.3703
2272       No      No  223.6869181 23513.2954
2273       No      No 1407.2245709 22806.8482
2274       No      No 1178.9826255 45545.1684
2275       No      No 1298.4848152 39143.2919
2276       No      No  627.3533533 37616.4659
2277       No      No  907.1697759 27631.5678
2278       No      No  872.1518416 40524.3387
2279       No      No  620.3203556 52536.7766
2280       No      No  380.3331080 30890.0736
2281       No      No 1073.1685328 51668.9608
2282       No      No  883.2337540 32310.7450
2283       No     Yes 1558.2178313  7364.8301
2284      Yes      No 2023.7336028 32094.6278
2285       No     Yes  803.9611048 13172.8705
2286       No      No 1060.2047069 27870.1554
2287       No      No  869.8545396 33589.1395
2288       No     Yes 1306.4830309 13984.7853
2289       No      No 1597.8987413 36524.7162
2290       No      No 1351.9624652 43630.0369
2291       No      No    0.0000000 29475.3814
2292       No      No  442.5909249 38947.3544
2293       No     Yes  963.2011987 15938.0661
2294       No      No 1063.7970872 41157.3571
2295       No      No  214.4115627 42758.8128
2296       No      No 1258.5763988 33571.1445
2297       No      No  506.6271509 49068.8709
2298       No      No   38.4077852 38702.1017
2299       No      No 1237.5474005 37387.1542
2300       No      No    0.0000000 47437.5122
2301       No      No  555.6652909 46584.7305
2302       No      No  747.9375239 44030.4615
2303       No     Yes 1000.6217679 17223.6380
2304       No      No  773.6729475 40427.7419
2305       No      No  744.7661997 35067.6437
2306       No      No  953.1233642 51257.1439
2307       No      No  998.3757695 37816.8439
2308       No     Yes 1098.9556854 21025.9275
2309       No      No  521.6873539 48700.1531
2310       No      No   82.7303898 27627.2241
2311       No      No  219.1150032 31490.5334
2312       No      No  276.3798286 38721.8680
2313       No     Yes 1180.3638174 24063.3127
2314       No      No  620.9185967 39099.3076
2315       No      No  414.8575624 38030.8246
2316       No      No 1389.8905562 48689.7304
2317       No     Yes  703.0119004 21411.9301
2318       No      No  493.5494228 52241.9222
2319       No     Yes 1351.4115430 14003.4757
2320       No     Yes  461.7827648 17609.8305
2321       No      No  143.1022619 44846.9010
2322       No      No 1280.0032337 30274.3356
2323       No     Yes 1764.6827296 17995.7286
2324      Yes      No 1648.4740168 55548.2542
2325       No      No    0.0000000 37409.0030
2326       No      No  610.5977516 22635.0665
2327       No      No  355.1485857 55634.3306
2328       No     Yes  472.5111008 19903.8921
2329       No      No  786.0139114 52693.9438
2330       No      No  772.7320741 47161.2767
2331       No      No  751.2972186 25013.6141
2332       No      No 1433.7107804 42798.5655
2333       No      No 1037.0085987 36622.7922
2334       No     Yes 1827.1349499 19616.0097
2335       No      No  764.5059389 37869.2143
2336       No      No  589.5420167 28237.8207
2337       No      No  754.1274899 41341.8026
2338       No      No  911.9264415 41249.2817
2339       No      No  311.9182790 39694.4837
2340       No     Yes  933.2872312 20694.5878
2341      Yes      No 1374.4747117 35805.7089
2342       No     Yes  322.3119543 10056.1105
2343       No     Yes  703.8387655 19318.0593
2344       No     Yes  534.6929068 18729.5662
2345       No      No    0.0000000 26626.4859
2346       No      No  770.5198985 44509.5754
2347       No      No 1015.7258814 31820.9413
2348       No      No  421.1464996 61655.3480
2349       No      No 1125.0914023 33564.0756
2350       No      No  857.3808220 28755.1808
2351       No      No  363.9414625 46155.5392
2352       No      No 1157.7797015 32219.8317
2353       No      No  993.3025510 28501.8560
2354       No     Yes  403.4594274 15333.8763
2355      Yes     Yes 2134.9344877 20330.8649
2356       No     Yes 1234.9427160 26919.1160
2357       No     Yes  805.1042517 22174.0289
2358       No      No    0.0000000 41933.0958
2359       No     Yes  157.5140425 24506.1868
2360       No      No  257.8976572 39477.0319
2361       No      No 1056.9150632 53080.5863
2362       No      No    0.0000000 48290.8540
2363       No     Yes 1730.2910813 19446.6757
2364       No      No  694.5007107 14150.9144
2365       No      No 1546.7605258 32928.6361
2366       No      No  428.6653053 45570.7909
2367       No     Yes 1764.5323088 18148.5241
2368       No     Yes 1181.9796970 17223.3672
2369       No      No  943.1323898 30178.7341
2370       No      No    0.0000000 41234.8917
2371       No      No 1087.1937669 54961.2885
2372       No      No   14.8209531 32320.2655
2373       No      No    0.0000000 47207.0507
2374       No      No  836.0105904 40178.9347
2375       No      No 1494.5211352 42280.4079
2376       No     Yes 1318.5289569 15821.1523
2377       No      No  431.1279151 37772.8047
2378       No      No 1335.4735727 45847.3821
2379       No      No 1141.4421759 27914.4023
2380       No      No  795.1192916 38710.3813
2381       No      No 1005.4440885 40615.3422
2382       No      No  481.2401636 49010.7555
2383       No      No  427.3401430 27260.7355
2384       No     Yes 1157.5939252 17996.9033
2385       No      No  890.2130229 43643.5824
2386       No     Yes 1321.3291590 20302.2195
2387       No      No 1167.9436218 57256.0074
2388       No     Yes 1197.1709528 10834.1114
2389       No     Yes  922.8853555 22988.8427
2390       No      No  834.7118946 28553.4719
2391       No     Yes 1264.5869406 14649.1550
2392       No      No 1603.6652227 25802.3035
2393       No      No  838.2760677 55082.3175
2394       No     Yes  850.6772791 21251.6395
2395       No     Yes 1508.3077130 17645.3050
2396       No      No 1272.4805787 34570.5707
2397       No      No  981.8397963 23636.9763
2398       No      No  487.6950209 46480.0360
2399       No      No 1046.4166728 47598.3074
2400       No      No 1533.9172571 42888.6411
2401       No      No  709.9535652 37302.6221
2402       No     Yes 1610.0158576 19649.4844
2403       No     Yes  645.6885305 14211.1471
2404       No      No  377.7139958 46729.3330
2405       No      No  994.9901700 39315.9559
2406       No      No 1240.6657443 57303.7919
2407       No      No  736.5906124 37031.4848
2408       No      No 1201.2306184 46478.1513
2409       No     Yes  647.3673882 16897.7897
2410       No      No 1161.2399339 52064.4714
2411       No     Yes 1521.9127378 21370.7939
2412       No      No  805.5206283 43383.7065
2413       No      No 1155.3995479 34539.5644
2414       No      No  613.1111421 38632.1306
2415       No      No  623.9576763 46188.2950
2416       No      No 1000.9010400 46469.1025
2417       No     Yes  807.7488274 18760.3452
2418       No      No 1156.0402076 38295.5712
2419       No      No  637.2834640 32885.7020
2420       No     Yes 1241.6909868 20105.0680
2421       No      No  741.1930622 31104.0044
2422       No      No 1169.8341132 39386.3700
2423       No      No    0.0000000 35821.7865
2424       No      No 1088.3031997 33673.3607
2425       No     Yes    0.0000000 22187.9662
2426       No      No  608.9485801 26463.3748
2427       No     Yes  431.3027892 15606.2458
2428       No      No  512.6534379 39631.6952
2429       No     Yes 1241.6164199 12058.5976
2430       No      No    0.0000000 53058.2552
2431       No      No  561.4337464 37884.9611
2432       No      No  245.2442839 35132.2212
2433       No      No 1081.0636633 34138.3237
2434       No      No  492.3264548 42317.2424
2435       No      No 1349.5717504 50645.2906
2436       No     Yes 1150.4316798 11666.9898
2437       No      No  357.8658809 42499.0323
2438       No      No  331.1052765 45104.8152
2439       No     Yes 1457.6733693 20042.8640
2440       No     Yes  852.3139525 15956.6488
2441       No      No 1378.9405143 43998.1414
2442       No     Yes 1005.5215078 22128.0802
2443       No      No 1420.9934535 34126.4217
2444       No      No  570.2955412 30615.3305
2445       No     Yes 1228.9903729 17304.6435
2446       No     Yes 1142.9352566 20942.0033
2447       No      No  759.3458148 32066.7067
2448       No      No  846.6835117 41651.2156
2449      Yes      No 2133.4642086 28237.8823
2450       No      No  354.5743684 30954.4767
2451       No      No    0.0000000 46450.9660
2452       No      No 1051.4017329 30072.7493
2453       No      No    0.0000000 41371.6612
2454       No      No  887.4681371 30563.7703
2455       No      No  688.1093445 20098.5935
2456       No      No 1257.3406300 40810.1728
2457       No      No 1175.8176347 41447.5848
2458       No      No    0.0000000 34838.4393
2459       No      No  608.5517388 22555.5086
2460       No      No    0.0000000 32608.4888
2461      Yes     Yes 2110.5568579 19345.1047
2462       No      No  696.9001673 38713.3171
2463       No      No  559.4685833 61187.8106
2464       No      No  715.3929218 49473.3764
2465       No     Yes 2026.8636313 20469.9295
2466       No     Yes 1187.3588912 24267.3965
2467       No      No  785.7906701 42887.5927
2468       No      No  845.9203698 42799.4395
2469       No     Yes 1032.6708146 13901.1190
2470       No      No  861.2727392 38111.0329
2471       No      No 1601.8779498 27885.1636
2472       No      No  955.9270221 10836.7235
2473       No     Yes  877.8798035 18217.6137
2474       No      No 1043.7582645 31523.6869
2475       No     Yes 1080.0715265 11239.5312
2476       No      No  589.2178954 47722.1701
2477       No     Yes  769.5312437 23048.5406
2478       No      No  951.0475319 33326.5872
2479       No      No 1189.1589336 36223.8706
2480       No      No 1709.3442854 35290.5231
2481       No     Yes 1402.5539263 16607.5643
2482       No      No  250.8795835 51662.2278
2483       No      No  681.4176227 26426.2292
2484       No      No 1333.2486593 39196.6630
2485       No      No  858.7611254 29150.3440
2486       No     Yes  992.7762449 14204.6721
2487       No      No  265.3022839 32276.4629
2488       No      No  754.4775776 31592.1999
2489       No     Yes  584.0812286 24440.0204
2490       No      No 1175.2333775 47684.4611
2491       No      No 1388.6641491 31021.5501
2492       No      No  410.0992650 37328.4550
2493       No      No   59.1324986 34162.2353
2494       No     Yes 1939.7123605 13836.9861
2495       No      No  886.1490576 24466.1254
2496       No      No  770.9994019 40990.6215
2497       No     Yes  306.4109271 13594.1882
2498       No      No 1022.1016377 37095.2159
2499       No      No  847.9840353 24950.5339
2500       No      No 1596.2278075 42993.5765
2501       No     Yes 1635.2229419  8531.0381
2502       No      No    0.0000000 45217.8507
2503       No      No 1306.7969160 48799.5119
2504       No      No  932.9523691 35858.1892
2505       No     Yes 1052.8751417 13486.1469
2506       No     Yes 1304.6343463 13496.8799
2507       No     Yes 2052.1334633 13130.6536
2508       No      No 1216.7256159 52377.8489
2509       No      No  526.4708650 44241.5656
2510       No      No  153.4479361 36813.1987
2511       No      No  905.6415057 47271.3491
2512       No      No 1068.8739571 41690.0487
2513       No      No    0.0000000 30049.1003
2514       No     Yes  992.4400190 14207.2683
2515       No      No  964.6025631 36676.5717
2516       No      No  493.6354264 43524.2498
2517       No      No  835.6564355 44234.1704
2518       No      No  480.0930869 57068.1305
2519       No      No  637.6018700 52347.7620
2520       No     Yes 2134.0156268 17897.6466
2521       No      No 1475.2072294 42243.1775
2522       No      No  887.3432884 55751.7209
2523       No      No 1376.3099112 43234.1399
2524       No      No 1304.7008791 45162.6510
2525       No      No  225.5061040 54534.7097
2526       No      No 1261.2682186 39984.5296
2527       No     Yes   30.5836717 16246.5731
2528       No     Yes  437.0352358 16261.2076
2529       No      No  922.6374027 52205.5069
2530       No      No  412.7468149 44650.0784
2531       No      No  693.1013449 54492.7480
2532       No     Yes  915.4626482 27283.3198
2533       No     Yes 1322.4928119 22930.4450
2534       No      No 1610.0869877 40498.9981
2535       No      No 1113.1342568 27110.6030
2536       No      No    0.0000000 47803.2584
2537       No      No 1163.1463852 44424.8260
2538       No      No  924.2953475 26397.5973
2539      Yes     Yes 1983.2344746 25687.9297
2540       No      No  725.7005868 49337.4023
2541       No     Yes 1030.4961553 16662.7316
2542       No     Yes 1038.9770200 13739.7193
2543       No     Yes  292.8574108 15220.9359
2544       No     Yes  495.1139113 14881.8406
2545       No      No  659.0404108 47942.2498
2546       No      No  291.9681397 48511.6031
2547       No      No  471.3565174 45573.3081
2548       No      No  855.8223810 56219.8088
2549       No      No  918.6817794 48160.5243
2550       No      No 1251.3225501 37881.8210
2551      Yes      No 1066.8840841 44918.4123
2552       No     Yes 1427.1240369 12553.8867
2553       No     Yes 1263.8800585 12418.8076
2554       No     Yes 1128.1414929 10159.2419
2555       No      No  694.3985831 36570.4254
2556       No     Yes  805.3980049 17902.5792
2557       No      No  519.5172955 39704.6930
2558       No     Yes 1051.2971608 16299.6118
2559       No      No  421.8969022 37323.7594
2560       No     Yes  622.4137203 13072.0280
2561       No     Yes 1005.2642482 21394.1240
2562       No     Yes  537.4925429  9421.7149
2563       No     Yes  189.9987142 24716.9561
2564       No      No  309.8628233 56100.0544
2565       No      No  969.4457592 33411.8011
2566       No     Yes  775.5892326 17030.5789
2567       No      No 1296.4747370 48682.3735
2568       No      No 1037.1555165 38490.3849
2569       No      No  978.6521803 25742.1197
2570       No      No  965.0461321 47987.3197
2571       No     Yes  816.0427981 17894.7938
2572       No     Yes  716.1857509  7997.6229
2573       No      No 1130.6088811 43936.6464
2574       No      No  383.7049011 41311.2440
2575       No      No 1008.1545217 20326.5922
2576       No      No  652.8174543 41161.8574
2577       No     Yes 1232.7947366 16279.1854
2578       No      No  803.2244010 52869.8078
2579       No     Yes 1443.4316955 22693.6578
2580       No     Yes 1288.4485600 21216.9626
2581       No      No    0.0000000 43193.2321
2582       No     Yes 1053.3326406 10212.5024
2583       No     Yes  744.7879024 22343.0974
2584       No      No  412.6876132 33923.4580
2585       No      No  943.4020371 35281.7285
2586       No      No 1192.9740283 39504.4760
2587       No     Yes 1071.5115826 11082.0629
2588       No      No 1493.2704666 41005.2175
2589       No     Yes 1132.8377207 15703.0252
2590       No     Yes  597.4840406 14796.7497
2591       No     Yes  792.9754861 17346.1709
2592       No      No 1376.0754007 22317.5656
2593       No      No 1060.0169211 39757.4382
2594       No      No  532.3267381 30851.2778
2595       No      No    0.0000000 28711.7571
2596       No     Yes  894.1258092 24670.1189
2597       No      No  906.4363882 37309.6818
2598       No      No    0.0000000 28727.1202
2599       No      No  506.4259139 35333.1822
2600       No     Yes  943.5017211 14123.7036
2601       No     Yes    0.0000000 14874.8002
2602       No      No  442.4895649 54996.8428
2603       No     Yes  380.9633077 20117.8300
2604       No      No  961.9993530 37073.1924
2605      Yes      No 1789.0933911 48331.1269
2606       No      No   76.4760890 27283.6917
2607       No      No 1067.1390256 53995.7305
2608       No      No    0.0000000 39592.4369
2609       No      No  253.1319822 40973.6465
2610       No      No 1056.9283475 55409.4596
2611       No      No  179.7000705 37727.5351
2612       No     Yes  990.9357627 18197.2287
2613       No      No  693.7537183 36723.4488
2614       No      No  965.2768178 37705.2432
2615       No      No  300.8762062 51423.6946
2616       No      No 1265.0449321 47297.7227
2617       No      No  558.6705138 40335.6110
2618       No      No 1183.9833114 53599.7455
2619       No     Yes 1165.8402091 20495.1586
2620       No     Yes 1542.1912265 17265.9186
2621       No     Yes  587.7677591 22669.4243
2622       No      No    0.0000000 31005.0358
2623       No      No  389.9766946 27329.9793
2624       No      No  647.0759010 55522.6239
2625       No      No   70.9831630 40012.5329
2626       No     Yes  115.5453555 12670.0276
2627       No      No   90.9334472 42451.7356
2628       No      No 1230.4242558 51716.7399
2629       No      No  201.5583994 27924.8466
2630       No     Yes 1562.8461551 10353.9039
2631       No     Yes  622.8952091 11019.8776
2632       No     Yes 1142.1269552  9184.7328
2633       No     Yes 1796.2676398 21126.1772
2634       No      No  947.4239701 38505.7839
2635       No      No  419.4405795 34332.6613
2636       No      No 1660.8277018 53754.2007
2637       No      No  391.2404617 24972.2459
2638       No      No  613.4309365 34745.0075
2639       No     Yes 1024.1088069 18667.9257
2640       No     Yes    0.0000000 25976.0651
2641       No      No 1252.9583377 33876.1890
2642       No      No  708.8374818 55675.7599
2643       No      No  266.6470861 16515.3084
2644       No     Yes 1339.3636141 19496.1652
2645       No      No  781.5953359 49457.1053
2646       No     Yes 1021.3701109 19032.5090
2647       No      No  948.4942785 40739.8599
2648       No     Yes 1312.9337796 20208.5446
2649       No      No    0.0000000 50861.7888
2650       No      No    0.0000000 24566.4834
2651       No      No    0.0000000 30922.6042
2652       No     Yes  859.3369637 13993.6545
2653       No      No  646.1576680 45696.8316
2654      Yes     Yes 1707.9146343 10591.7174
2655       No      No  133.6734550 28492.4003
2656       No     Yes   80.5956758 16145.6377
2657       No     Yes  631.6008477 17845.0742
2658       No      No 1236.6179141 40668.7254
2659       No      No  742.5833733 40085.4399
2660       No     Yes   97.0314628 12731.7576
2661       No      No 1054.2221104 50900.2426
2662       No      No  959.6002870 29850.2121
2663       No      No 1258.8522774 33683.1817
2664       No      No  443.2464668 36547.1610
2665       No      No 1605.1024153 26126.3294
2666       No      No    0.0000000 25964.8443
2667       No      No  832.6459751 25106.3748
2668       No     Yes  443.5370288 19632.1754
2669       No      No  817.4317693 40088.0505
2670       No      No  881.6637997 43725.9975
2671       No      No 1154.0942738 48400.2412
2672       No     Yes  961.5755637  9681.4939
2673       No     Yes  516.1219595 17538.4616
2674       No     Yes 1357.4118681 22572.7901
2675       No      No 1036.0305945 35261.3558
2676       No     Yes  900.6093417 17802.9273
2677       No      No 1516.3260250 46393.2645
2678       No     Yes 1015.2045349 22208.3289
2679       No      No  232.1057440 40368.9569
2680       No     Yes 1082.2841330 19451.8163
2681       No      No  682.4396608 17992.9712
2682       No     Yes 1218.1388797 18144.9848
2683       No      No  802.4131422 47444.4928
2684       No      No  143.8548983 38014.8735
2685       No      No 1087.4657938 32908.5271
2686       No     Yes  895.7539556 14753.2973
2687       No      No  660.2854965 58956.5132
2688       No     Yes  630.9734892 19087.1748
2689       No     Yes 1648.9660293 15402.4821
2690       No     Yes  975.9555974 18246.8157
2691       No      No  297.0053783 22955.0821
2692       No      No    0.0000000 47328.2329
2693       No      No    0.0000000 32629.9448
2694       No     Yes  789.2148949 18231.8303
2695      Yes      No 1804.0364748 31318.2960
2696       No      No 1266.1138672 29698.5163
2697       No     Yes  135.1876434 20414.4122
2698       No      No   28.8137435 36941.0634
2699       No     Yes    0.0000000 15347.9143
2700       No      No  750.6989964 49150.3459
2701       No      No  805.3051169 57386.1288
2702       No      No 1093.8030048 29573.2382
2703       No      No  483.9652713 44335.9581
2704       No     Yes 1534.3948836 19592.1094
2705       No      No 1349.1872913 48013.6902
2706       No      No  158.5704427 20575.4650
2707       No     Yes  172.4620199 25850.3831
2708       No      No 1280.7628609 53675.5675
2709       No     Yes  213.1732752 22811.4570
2710       No      No    0.0000000 32248.5366
2711       No     Yes  704.0136486 13903.4557
2712       No      No  708.8139762 38295.2338
2713       No      No  257.3963831 49477.7856
2714       No     Yes 1188.7442962 22867.0706
2715       No      No    0.0000000 62886.7092
2716       No      No 1321.7038908 45581.7948
2717       No     Yes  882.5819675 17749.9721
2718       No     Yes 1418.1341483 11964.4251
2719       No      No 1245.4222053 36897.7801
2720       No      No  339.5292685 58747.3877
2721       No     Yes  824.5478304 29088.1113
2722       No      No  241.4426903 30171.6245
2723       No      No 1510.7932503 47684.2395
2724       No      No  396.6412500 52174.9543
2725       No     Yes 1633.6978035 15786.3173
2726       No      No  650.4183411 47122.0725
2727       No     Yes 1382.4382306 15680.6105
2728       No      No  613.4802945 24367.8614
2729       No      No 1424.3512184 37845.9992
2730       No     Yes  914.1081756 19053.0059
2731       No     Yes  802.0089304 15469.6526
2732       No     Yes  539.6749030 18852.2738
2733       No      No  337.5759999 52192.2747
2734       No     Yes  813.4948376 16681.3503
2735       No      No  477.8821220 39834.0308
2736       No      No  342.1916021 32154.7536
2737       No      No  840.3657810 45316.8354
2738       No     Yes  865.5655922 16643.2410
2739       No      No  645.5916366 44402.1062
2740       No      No 1755.3889102 35031.5320
2741       No      No  498.7494508 51690.0635
2742       No      No  587.7810817 30859.6363
2743       No     Yes  824.6165935 10062.5759
2744       No      No    0.0000000 32660.7253
2745       No     Yes  880.8036360 20436.4390
2746       No      No  917.1221347 48227.8194
2747       No     Yes  789.7175406 19280.5443
2748       No      No  763.8556247 52938.0355
2749       No     Yes 1062.1665095 17383.2585
2750       No      No  944.3325674 44444.1492
2751       No      No  877.5014230 25587.7439
2752       No      No 1344.1034059 41417.3459
2753      Yes     Yes 1543.0995817 18304.6506
2754       No      No  380.3174501 38864.5842
2755       No     Yes 1176.8933025 23634.8157
2756       No      No  733.1999149 34524.9189
2757       No      No  348.9970288 48942.0258
2758       No     Yes 1380.0875257 19245.8327
2759       No      No  943.1657194 40369.6980
2760       No      No 1248.8858491 51897.3949
2761       No      No  713.2234920 51107.8601
2762       No      No  834.2356082 36721.8622
2763       No      No    0.0000000 26200.0384
2764       No      No 1558.8838618 37489.7221
2765       No      No 1362.1866191 37736.7496
2766       No      No 1581.5215048 45729.8881
2767       No      No  324.8549714 39752.3542
2768       No      No 1112.7357401 47527.1256
2769       No      No  379.5987261 32578.4358
2770       No      No 1549.0981514 26239.7819
2771       No      No 1489.4159146 46732.7678
2772       No      No  548.2063638 41647.7272
2773       No      No  561.9684730 37637.0050
2774       No      No  595.4867014 34470.4180
2775       No      No  267.5139688 27364.8655
2776       No     Yes 1793.3031877 21034.8797
2777       No     Yes 1773.1535415 10177.8667
2778       No      No  618.8603727 37333.3338
2779       No      No  205.6438081 37766.4937
2780       No      No 1011.4315428 36364.7539
2781       No      No    0.0000000 38130.6457
2782       No     Yes 1154.4321054 15221.1724
2783       No      No  292.5159807 43705.3790
2784       No     Yes 1106.9462773 19233.7739
2785      Yes      No 1665.9546205 30070.1353
2786       No     Yes  968.6711010 22212.7410
2787       No      No  797.2493693 39928.5882
2788       No     Yes  636.8978227 18620.2390
2789       No     Yes 1011.3348484 14101.2903
2790       No      No  791.0352223 47303.6766
2791       No      No  942.4747495 36965.0456
2792       No      No  706.9742779 46165.1545
2793       No      No  767.4348125 55990.8746
2794       No      No  568.8436683 37074.5408
2795       No     Yes 1271.5629571 18999.6168
2796       No      No  938.9391417 44280.7864
2797       No      No 1012.1941988 34631.7061
2798       No      No 1355.4932306 18935.5115
2799       No      No  912.0487219 43486.9571
2800       No      No  289.5988343 25724.7706
2801      Yes     Yes 2035.8615565 14435.8432
2802       No     Yes 1602.1798858 17858.0679
2803       No     Yes    0.0000000 20067.8098
2804       No     Yes 1202.3907052 14036.6209
2805       No      No  554.7076529 28164.1986
2806       No     Yes  229.9887235  2541.2008
2807       No      No  768.9791480 35503.9090
2808       No     Yes 1211.0401461 16898.1295
2809       No      No    0.0000000 35648.3812
2810       No      No    0.0000000 27537.7354
2811       No     Yes  859.9366511 15966.7171
2812       No      No    0.0000000 47556.3013
2813       No     Yes 1471.5383907 14959.6619
2814       No     Yes  582.8738672 17730.5511
2815       No     Yes  463.1193392 25858.2817
2816       No      No  986.1541303 48940.4900
2817       No      No  534.7460545 29685.1292
2818       No      No 1402.6905267 39656.6322
2819       No      No  967.7480010 46278.0745
2820       No      No  884.0225178 36889.4282
2821       No     Yes  455.6999383 19080.8090
2822       No      No    0.0000000 66915.5718
2823       No      No 1141.2382105 37917.6645
2824       No      No  365.2358798 21358.0001
2825       No      No   38.3759246 33579.3562
2826       No     Yes  731.9706113 13593.1405
2827       No      No 1006.7197860 47784.3185
2828       No      No 1107.8011559 34561.9495
2829       No      No  777.5308087 45673.6739
2830       No      No 1501.4260873 35398.9571
2831       No     Yes  862.0600385 12085.4531
2832       No     Yes   12.1864203 19910.9690
2833       No      No    0.0000000 30208.0464
2834       No      No 1820.3254900 31309.9985
2835       No      No  576.0689929 40179.8301
2836       No      No  837.7526213 31017.9011
2837       No      No  399.7938850 34875.3323
2838       No     Yes  578.7550989 20909.8354
2839       No      No 1106.5408745 46565.0600
2840       No      No  390.7456114 38442.2961
2841       No     Yes  274.1946278 15421.5517
2842       No      No 1476.8776420 42271.3334
2843       No      No  578.4607424 20306.9360
2844       No      No 1064.1477133 28192.1259
2845       No      No 1598.3034173 46404.6647
2846       No      No  863.4518296 33529.8807
2847       No      No 1157.7598573 32574.5029
2848       No     Yes  406.3860491 24086.9525
2849       No      No  309.2444877 44202.7075
2850       No      No  943.9512443 28353.6300
2851       No      No 1206.7919372 42916.7014
2852       No     Yes 1448.0604575 21028.2868
2853       No      No 1166.5939893 26977.6227
2854       No      No  800.3086720 61281.3008
2855       No      No  714.9260001 31032.8697
2856       No      No  471.2550831 28417.7420
2857       No      No  662.1644451 30390.0601
2858       No      No  770.4319619 53398.3147
2859       No      No  597.3268696 55496.7771
2860       No      No  140.8530225 48183.2767
2861       No      No 1035.5529440 29423.2320
2862       No     Yes  784.1087812 11560.5677
2863       No     Yes  442.0274250 17072.3366
2864       No      No  888.0814320 54072.6570
2865       No      No  704.2029083 44775.1220
2866       No     Yes 1016.4506164 15099.5302
2867       No      No 1036.4607280 42914.9817
2868       No     Yes 1060.2200341 22795.9430
2869       No      No 1243.9280599 38075.4383
2870       No     Yes 1291.9773458 26571.8746
2871       No      No   69.2524758 20222.8662
2872       No      No  196.3892855 29932.6620
2873       No     Yes  709.0271029 18305.7345
2874       No      No 1034.1499624 52106.8387
2875       No      No  868.0060301 50549.5335
2876       No      No 1236.0069932 48800.3568
2877       No      No   12.9123496 46282.2577
2878       No     Yes  826.4536365 21342.7030
2879       No     Yes  703.9900094 20752.1754
2880       No     Yes  817.1214384 13152.0341
2881       No      No 1210.0146311 45066.1332
2882       No     Yes  766.4062474 22296.9837
2883       No      No 1643.6540515 33980.8258
2884       No      No 1053.0147782 54009.6319
2885       No      No  240.0774345 41508.9557
2886       No      No   62.6529485 44440.7055
2887       No     Yes  924.2332039 11194.6689
2888       No     Yes  944.0710359 26027.6877
2889       No      No  295.7854428 51837.7523
2890      Yes      No 2085.5869782 35657.2257
2891       No      No  474.3552638 58068.6222
2892       No      No  504.7233526 54297.1137
2893       No      No  292.3841444 33961.1005
2894       No      No  593.2804678 40227.1439
2895       No      No   76.0640883 50054.7623
2896       No     Yes 1270.0928105 16809.0065
2897       No      No  877.3436869 40689.4786
2898       No     Yes  932.5609425 20980.8055
2899       No      No  279.9633883 30262.1171
2900       No      No 1155.1750059 40398.3993
2901       No      No    0.0000000 45431.7576
2902       No     Yes 1216.7675617 23378.5728
2903       No     Yes    0.0000000 15274.4690
2904       No     Yes  728.5493992 22891.9294
2905       No      No    0.0000000 48365.5776
2906       No     Yes  643.5652672 21323.0494
2907       No      No  973.0823643 27289.2713
2908       No     Yes 1177.9574248 14385.1671
2909       No      No  196.9871114 41314.9936
2910       No      No 1526.2686686 44845.1363
2911       No      No  441.3960846 56060.2036
2912       No      No 1004.6417730 56533.3131
2913       No      No 1258.0695338 36645.1406
2914       No      No 1563.9934188 37119.6020
2915       No      No  367.3515763 29905.5279
2916       No     Yes 1222.7680408 18276.4341
2917       No     Yes 1582.2028130 19682.8725
2918       No      No  647.1302830 32725.3867
2919       No      No    0.0000000 33146.4953
2920       No     Yes 1585.3330295 15079.4889
2921       No     Yes  837.9723362 25773.1826
2922       No     Yes  686.7821494 10543.5563
2923       No      No  947.8421590 37891.0370
2924       No     Yes 1205.0550079 18101.6763
2925       No      No 1254.1310546 37456.2620
2926       No      No  949.1238463 50528.5339
2927       No      No  530.2460200 27610.7031
2928       No      No  833.6899703 54558.1401
2929       No      No  638.4653109 36173.9824
2930      Yes     Yes 2387.3148674 28296.9147
2931       No     Yes  839.3908902 21383.2312
2932       No      No  294.6342810 63285.0251
2933       No      No 1178.1794377 34720.9362
2934       No      No 1149.7201358 57890.5160
2935       No      No  909.7642677 42468.2782
2936       No     Yes 1391.5080268 18539.5904
2937       No     Yes 1029.2496322 18018.3583
2938       No      No 1504.5969399 30773.7428
2939       No      No 1276.4893000 35122.8536
2940       No      No  874.9150425 25023.3231
2941       No      No 1104.6894632 51516.3363
2942       No      No    0.0000000 47056.1992
2943       No      No  698.8004440 37466.0203
2944       No      No 1055.4108682 33945.1428
2945       No     Yes  131.2846105 14491.8441
2946       No      No  795.9037860 44181.6719
2947       No      No  611.9542968 39291.2037
2948       No      No 1670.4230081 41409.7711
2949       No      No 1423.1495453 33591.2315
2950       No      No  770.6419392 29623.4713
2951       No      No 1315.4696089 29808.3522
2952       No      No  599.2041050 53218.1109
2953       No      No  584.3567410 34128.7670
2954       No      No   27.2718785 51659.8784
2955       No      No   65.7275951 32332.1827
2956       No      No 1338.4611162 23909.5469
2957       No     Yes 1120.4229685 16151.2528
2958       No      No  726.0293438 41996.1244
2959       No      No 1353.5882835 44372.7939
2960       No      No  531.7442107 38122.1924
2961       No      No 1824.6413851 36762.8088
2962       No     Yes  894.4654681 14035.4991
2963       No     Yes 1275.5385646 16445.6247
2964       No      No  550.6243941 19106.2658
2965       No     Yes  270.3910262 13158.4422
2966       No      No  651.9986041 35266.1284
2967       No      No  718.3511021 50765.8926
2968       No      No 1008.9465399 31235.7829
2969       No     Yes 1510.7478118 13390.9200
2970       No      No 1393.3682833 38371.9775
2971       No      No  586.5882744 45519.8377
2972       No      No  793.4139267 45873.1800
2973       No      No  285.9101691 43263.6306
2974       No     Yes  550.3810558 20322.7686
2975       No     Yes  716.4919950 16785.3853
2976       No      No  383.6864669 39946.4850
2977       No      No  252.3333091 38431.8187
2978       No      No 1164.1042705 40167.0233
2979       No      No 1080.1857769 38398.8661
2980       No      No  906.4785442 47101.9906
2981       No      No  457.8000986 26567.2411
2982       No      No 1215.8673593 42762.1218
2983       No      No  217.3615206 45083.1114
2984       No     Yes 1076.7277046 12502.6449
2985       No     Yes   58.0660621 23639.2336
2986       No      No 1615.2250010 55219.5200
2987       No     Yes 1119.0017887 22811.3938
2988       No      No  671.9580672 17621.4538
2989       No      No  634.2179264 38672.7496
2990       No     Yes  831.8185363 16164.4846
2991       No     Yes  373.0625165 22018.9821
2992       No      No  776.4548762 58481.5439
2993       No     Yes 1031.3039386 12195.3798
2994       No      No  910.6724158 43795.5817
2995       No      No 1010.8090650 42163.4536
2996       No      No 1090.3503503 48280.9463
2997       No      No 1008.5503429 53801.6156
2998       No      No    0.0000000 50127.1805
2999       No     Yes 1824.3680035 20074.2811
3000       No      No  730.1644185 44411.6783
3001       No      No  991.1317826 30941.5485
3002       No      No 1356.5166647 35030.6350
3003       No      No  576.6355769 41699.2098
3004       No      No 1334.5541912 43385.8218
3005       No      No 1487.6618077 47624.3796
3006       No      No  778.6934925 48551.9711
3007       No      No  444.1963823 37599.4202
3008       No      No 1023.3621602 34632.1027
3009       No     Yes  153.4000958 17840.3849
3010       No      No  661.7606164 47169.3568
3011       No      No  312.6147065 34918.6129
3012       No      No  645.3725645 30102.0355
3013       No      No    0.0000000 49010.2733
3014       No      No  779.6147234 22975.4930
3015       No     Yes  569.4987908 19755.5211
3016       No      No 1287.7658952 38507.1194
3017       No      No 1177.8150696 32294.5457
3018       No      No  795.3685571 25704.6466
3019       No      No  877.0391970 24902.7355
3020       No      No  823.9919883 36701.5302
3021       No      No 1019.2153584 52089.6446
3022       No      No  942.7374821 38908.8811
3023       No      No    6.7878618 40145.3391
3024       No      No    0.0000000 55158.1512
3025       No     Yes 1420.2042051 22790.7958
3026       No     Yes 1254.6625826 18189.5208
3027       No      No    0.0000000 37796.4035
3028       No      No 1140.0718994 33605.3779
3029       No     Yes  747.9585112 19869.3902
3030       No      No 1598.6025527 48717.2631
3031       No      No 1226.3707172 21426.3070
3032       No      No  929.8199349 50611.9860
3033       No      No  807.4057380 43853.8843
3034       No      No  345.3649412 56965.7021
3035       No      No  982.4509449 42907.0262
3036       No     Yes 1067.6707668 14485.9485
3037       No      No  742.5406142 39017.9503
3038       No      No 1060.1784474 30948.2903
3039       No      No  523.7533678 33767.0507
3040       No      No  697.9829150 29799.3192
3041      Yes     Yes 1500.8945332 15802.2329
3042       No     Yes 1682.8976310 14378.8906
3043       No     Yes 1264.0420702  6466.5134
3044       No      No 1352.4623358 34247.7800
3045       No      No  376.8789166 50671.3228
3046       No      No  629.5612815 37255.3651
3047       No     Yes  709.4142298 11355.1127
3048       No      No  541.3462788 42332.2463
3049       No      No  421.1723819 42721.4778
3050       No      No  500.8042199 47910.9638
3051       No      No    0.0000000 41663.3401
3052       No      No 1089.3658731 43360.1602
3053       No      No  603.8474825 56468.1222
3054      Yes      No 1165.5398527 50341.5739
3055       No      No 1457.6226017 43155.3627
3056       No      No  390.0550264 27108.2137
3057       No      No  584.1412164 35517.2291
3058       No      No  901.0122829 13498.1265
3059       No     Yes 1380.0967372 14142.0754
3060       No      No 1146.0676891 39902.4419
3061       No      No 1058.0259686 43327.0261
3062       No      No  474.3796621 35980.7528
3063       No     Yes  969.1435189 22425.4058
3064       No     Yes 1616.7388783 12557.8229
3065       No      No 1185.0286507 33298.5004
3066       No      No  472.6332289 41257.3860
3067       No      No 1257.6251228 30964.2346
3068       No      No  640.9184388 37306.6940
3069       No      No  105.7442477 42442.8473
3070       No      No  672.4267927 25947.2454
3071       No      No  568.6664470 45186.9759
3072       No     Yes  368.1982988 26670.0121
3073       No      No 1546.5485064 57266.8296
3074       No      No  230.2203941 28930.2545
3075       No      No  815.0547024 34200.1834
3076       No     Yes  164.3055117 17995.8583
3077       No     Yes 1785.7975159 15291.6708
3078       No      No  661.0522978 27873.6379
3079       No     Yes  979.8771549 13522.4215
3080       No     Yes  778.2499052 23805.9106
3081       No     Yes  190.6192783 21744.5093
3082       No      No  523.8137170 45284.1893
3083       No      No  175.6988688 40044.4703
3084       No      No  977.9479232 38368.4842
3085       No      No  837.6953592 44260.7644
3086       No     Yes 1436.3208200 27658.3867
3087       No      No  638.2295010 53812.7979
3088       No      No  714.0116591 48631.3644
3089       No      No  738.2532477 36086.0921
3090       No      No  507.5265349 58027.7709
3091       No     Yes 1033.8334944 15818.0614
3092       No     Yes   19.7394609 20514.1714
3093       No      No  434.7048640 48898.3701
3094       No      No    0.0000000 45334.8393
3095       No      No  629.7640719 53069.3252
3096       No     Yes  522.7677589 26900.2807
3097       No     Yes  294.6564875 11681.4623
3098       No     Yes  469.4256329 14647.0023
3099       No      No  838.4370383 40903.4807
3100       No      No 1407.6395146 52746.1331
3101       No     Yes 1417.2254988 16053.9743
3102       No      No  363.9940646 38110.4431
3103       No     Yes  128.2518222 17076.5736
3104      Yes     Yes 1894.1682010 28321.6845
3105       No     Yes 1624.7956418 10623.5975
3106       No      No  645.9492708 46406.3380
3107       No      No  684.0849049 38184.5684
3108       No      No 1168.2845384 46904.6038
3109       No      No  766.1240549 51614.0562
3110       No     Yes  738.2686012 14063.0755
3111       No      No  525.8903383 45530.5091
3112       No      No  631.2535067 38877.5703
3113       No      No    0.0000000 65943.7839
3114       No      No  913.9139657 53809.3304
3115       No      No  578.7525663 60498.9255
3116       No      No 1503.8499508 43888.3967
3117       No     Yes  555.2657969 11581.2207
3118      Yes     Yes 1289.2462105 13624.5453
3119       No      No  545.5665107 35714.6511
3120       No      No 1112.3489923 33468.8222
3121       No      No  564.9074481 35820.8857
3122       No      No  591.8414074 38879.5099
3123       No     Yes  908.1228119 22084.2716
3124      Yes     Yes 2169.1961868 18195.2669
3125       No     Yes 1108.1053657 15337.3023
3126       No      No    0.0000000 27167.2604
3127       No      No  957.5919029 35330.8554
3128       No      No  448.0399683 29537.3102
3129       No      No 1188.0728755 40704.7072
3130       No     Yes 1223.8858143 19520.0090
3131       No     Yes  959.9670420 18413.8639
3132       No      No  734.7218364 35010.0259
3133       No      No    0.0000000 47628.4118
3134       No      No 1423.2842581 48914.1971
3135       No      No  217.1635013 26975.4918
3136       No      No  672.0451389 36705.3405
3137       No      No  830.7653898 45958.9842
3138       No      No  652.5281789 58750.4960
3139       No      No  533.9891482 64930.2398
3140       No     Yes 1626.6340793 17721.6301
3141       No      No 1382.1209767 30395.6882
3142       No      No    0.0000000 38663.2005
3143       No      No 1165.6891519 38110.3648
3144       No      No 1190.4205070 34198.0513
3145       No      No  435.2146571 39505.4125
3146       No     Yes 1382.4225439 17166.0426
3147       No      No 1265.9548330 27233.5631
3148       No      No 1303.6261315 40010.4652
3149       No     Yes  240.1013667 21142.0419
3150       No     Yes  326.4386248 21109.4318
3151       No      No  562.8019307 41934.5973
3152       No      No  531.4863606 28836.1926
3153       No     Yes  594.5443798 17875.3391
3154       No      No  745.7338929 60180.5611
3155       No     Yes 1218.6389046 29899.8068
3156       No      No  266.4604812 37622.0538
3157      Yes      No 1899.5468415 46076.2371
3158       No     Yes  717.6016730 13729.0518
3159       No      No  507.3345958 56075.1028
3160       No     Yes 1422.7745864 14044.5335
3161       No      No 1253.6996143 37645.8000
3162       No      No 1301.6507654 38918.9942
3163      Yes     Yes 2415.3169939 17429.5034
3164       No     Yes 1367.0138747 11293.4693
3165       No      No  449.0515984 31624.9057
3166       No      No  505.6978729 31971.3129
3167       No      No 1150.4587846 54982.7518
3168       No      No  981.4922134 30385.0691
3169       No     Yes  612.2660524 16270.8356
3170       No     Yes 1122.2923860 20351.3361
3171       No      No   59.7970713 36000.0727
3172       No     Yes 1353.0118447 26207.6863
3173       No      No 1232.2335267 50731.8643
3174       No      No  924.0131534 28803.7747
3175       No      No  517.8245459 65501.6208
3176       No     Yes 1795.7168697 12547.8291
3177       No      No  983.5605600 26050.1300
3178       No     Yes  990.3542603 18998.0908
3179       No      No 1529.5170058 52681.7067
3180       No      No  272.8731293 44249.6787
3181       No     Yes  636.2066156 19468.4339
3182      Yes      No 1751.3470876 38381.5858
3183       No      No  721.9203797 46269.8372
3184       No      No  511.4175111 25768.2855
3185       No      No  563.6872028 41354.3502
3186       No      No 1110.7209223 47221.4476
3187       No      No  403.0343765 48874.1512
3188       No      No  430.0904233 29246.3771
3189       No      No  278.4739843 33187.7689
3190      Yes      No 2228.4722830 27438.3490
3191       No      No 1201.7826165 30099.1624
3192       No      No  490.7984044 44686.1031
3193       No     Yes  792.8559724  8699.5983
3194       No      No  870.6623709 37180.0677
3195       No     Yes 1149.2098359 11337.0592
3196       No      No  493.5336750 49735.5676
3197       No     Yes  874.3483758 10845.0188
3198       No      No 1097.9475401 23224.1278
3199       No      No  976.1491224 29998.3631
3200       No      No 1373.7253789 43124.2131
3201       No     Yes 1282.7628413 22360.1963
3202       No      No  636.7284738 45649.1708
3203       No      No 1823.2319219 24744.8541
3204       No      No  605.8638006 34515.1957
3205       No      No    0.0000000 27888.8260
3206       No      No  491.5203106 37128.7743
3207       No      No  248.3623967 37868.5598
3208       No      No 1036.5037463 37151.4106
3209       No      No 1130.8939329 35235.3657
3210       No     Yes 1048.5389828 10392.0641
3211       No      No 1251.8885021 50174.3291
3212      Yes      No 1578.8474962 61220.1331
3213       No      No    0.0000000 40341.3388
3214       No      No 1531.9629580 33595.4328
3215       No      No  935.4652503 30909.9309
3216       No     Yes 1056.1810672 16873.5118
3217       No     Yes 1060.7768268 21430.7912
3218       No      No  253.8508786 41472.1220
3219       No      No  323.1232557 36119.4288
3220       No      No 1051.2245647 31749.6390
3221       No     Yes  925.9470583 14258.2674
3222       No     Yes  831.2419342 13702.9999
3223       No      No  280.8368683 56567.0083
3224       No     Yes 1092.3425498 20465.1538
3225       No      No  702.2766270 49708.9553
3226       No      No  663.0958877 32756.2599
3227       No      No  224.7422764 25386.9949
3228       No      No 1108.6805138 60725.5268
3229       No     Yes    0.0000000 20071.8217
3230       No      No  352.7980607 36751.9779
3231       No     Yes 1390.1854257 21735.2469
3232       No      No  599.6473610 32471.2162
3233       No      No  514.5454923 45763.8998
3234       No     Yes  484.8943167 15883.6644
3235       No      No  278.7204414 49231.1908
3236       No      No  661.0557337 35806.0515
3237       No      No 1110.2963396 27501.1226
3238       No      No 1306.2575676 29376.4414
3239      Yes     Yes 1966.0629665 17735.7788
3240       No      No  588.5647713 33224.4448
3241       No      No    0.0000000 42869.1588
3242       No      No 1289.6022372 35164.8898
3243       No      No 1054.2784986 50795.2066
3244       No      No    0.0000000 43513.1147
3245       No      No  897.8072418 37899.6678
3246       No     Yes  673.7855907 13344.8570
3247       No      No  636.3350235 49487.6009
3248       No      No  412.0716146 48347.2970
3249      Yes      No 1898.3234972 61011.2159
3250       No      No 1606.4036751 27382.3254
3251       No      No    0.0000000 41040.1951
3252       No     Yes    0.0000000 20157.2513
3253       No      No  486.3844235 53051.7237
3254       No      No 1738.1108348 38821.6263
3255       No      No    0.0000000 62746.8368
3256       No      No  355.9366266 34730.8855
3257       No      No    0.0000000 24818.3586
3258       No     Yes 1925.9874514 20441.6744
3259       No      No  819.1118002 55716.5487
3260       No     Yes  588.7567070 24015.9607
3261       No      No  975.5719981 28804.0003
3262       No      No  127.1619255 40727.5550
3263       No      No  713.4368134 48176.4282
3264       No      No  737.7230425 48994.8129
3265       No     Yes  687.0644195 14059.4576
3266       No      No  444.5145836 41957.7449
3267       No      No 1061.2842367 32839.3449
3268       No      No 1425.4955815 37189.0251
3269       No     Yes  638.2619325 21282.6511
3270       No     Yes 1101.4449674 20936.9269
3271       No      No  888.2445875 41489.1912
3272       No      No  951.2087248 20616.0807
3273       No     Yes 1152.0966439 15852.4234
3274       No      No  883.1603001 27125.9070
3275       No      No 1126.9880112 47378.0192
3276       No      No  742.8212302 34353.4879
3277       No     Yes 1532.1166453 19462.1544
3278       No     Yes  266.7686301 28452.5983
3279       No     Yes  310.4305997 16479.9924
3280       No      No 1702.3013574 46589.0626
3281       No      No  649.7824955 39655.3982
3282       No      No  648.3214545 45392.2840
3283       No      No  995.2741519 24782.8768
3284       No      No  330.0748824 45757.3756
3285       No      No 1358.5734335 20700.7061
3286      Yes      No 1166.7985272 30367.6109
3287       No      No  671.6695725 26142.9116
3288       No     Yes  484.0854836 12045.3104
3289       No      No 1404.6275527 47712.1841
3290       No      No  617.0013870 54489.7439
3291       No     Yes  964.6248897 21436.5556
3292       No      No  466.5791430 24719.3955
3293       No      No  618.8011590 25927.5716
3294       No      No 1310.9523646 28978.4641
3295       No      No  123.9274635 28311.8309
3296       No      No  786.2642192 45304.7934
3297       No      No  748.2105894 46981.9318
3298      Yes     Yes 2124.4892389 12651.0743
3299       No     Yes  326.3912434 16988.9233
3300       No     Yes  474.8827825 14986.6433
3301       No      No   59.9658271 24889.2546
3302       No      No 1611.3338819 47894.2767
3303       No      No  545.6052116 27236.5581
3304       No      No    0.0000000 46590.4406
3305       No      No 1249.3541390 52232.2512
3306       No     Yes  587.8747541 18448.1003
3307      Yes      No 1302.7347417 43680.0652
3308       No     Yes  908.3727454 27416.6243
3309       No     Yes 1252.1330194 13860.9350
3310       No      No  277.1686519 37177.0361
3311       No      No  623.5748091 57483.5042
3312       No      No  943.1993902 41765.1425
3313       No     Yes 1815.4452308 18919.4170
3314       No     Yes  927.4246504 20498.5277
3315      Yes     Yes 2008.0329848 18601.4031
3316       No      No 1028.2352351 31297.9620
3317       No      No  408.2360170 51131.5133
3318       No      No 1355.4368472 42630.6687
3319       No     Yes  376.7707988 16042.2389
3320       No      No  856.4791573 69124.2685
3321       No      No 1110.7437045 43991.9201
3322       No      No  437.8142790 27855.7550
3323       No      No 1013.7054068 60574.8059
3324      Yes      No 1922.8290462 56202.5762
3325       No      No 1066.7927936 49629.9030
3326       No      No  465.5532801 33998.8476
3327       No      No  899.4833121 36361.9781
3328       No      No  592.8006667 34355.9095
3329       No      No  164.0010194 42695.3979
3330       No      No    0.0000000 62975.1287
3331       No     Yes 1335.1313235 17044.3654
3332       No     Yes 1549.6163803 11927.5320
3333       No      No 1441.0706957 33852.6776
3334       No      No 1157.6520677 39080.2635
3335       No      No  899.4620065 36335.2195
3336       No      No  331.1670320 44752.2293
3337       No      No  439.2017918 42132.0136
3338       No      No  489.7176909 27043.2306
3339       No      No  652.9936792 37143.5812
3340       No      No  206.8208783 49221.1485
3341       No     Yes  932.4874049 14950.0947
3342       No      No 1098.2324514 42331.8911
3343       No     Yes 1959.5955198 19677.9357
3344       No     Yes 1706.9537665 20804.6561
3345       No      No 1255.8837114 55971.1855
3346       No      No  537.9544088 54481.3080
3347       No      No  349.1618062 38844.3498
3348       No      No  167.6060988 20150.9028
3349       No      No 1612.4653147 42281.2311
3350       No      No  551.2540524 48007.9918
3351       No     Yes 1521.4966822 16830.5651
3352       No      No  826.9601242 61365.4443
3353       No      No  770.0819346 38010.2611
3354       No     Yes 1109.4254974 10973.0882
3355       No      No  559.3240273 53542.4127
3356       No     Yes  390.2781979  9050.0028
3357       No      No 1567.0238623 42258.7733
3358       No      No  170.2602366 62708.1620
3359       No      No  528.8502036 46222.2890
3360       No      No    0.0000000 49471.7494
3361       No     Yes 1000.4158066 14071.0085
3362       No      No  538.7486464 34834.4457
3363       No      No  435.4028043 35168.7271
3364       No      No  110.6605307 64525.9379
3365       No      No  153.5633430 49405.2610
3366       No     Yes  856.6247281 19056.8678
3367       No     Yes  934.2520481 20747.2122
3368       No      No  783.1229601 36514.6901
3369       No     Yes 1271.1124946 17451.0412
3370       No      No  910.7598227 33660.7190
3371       No      No  748.6520804 40612.2158
3372       No      No  668.9422598 42028.9238
3373       No     Yes 1061.9320409 18589.6214
3374       No      No  766.0088421 45155.0972
3375       No     Yes 1396.2346029 15837.2534
3376       No      No  265.4358914 34040.5485
3377      Yes      No 2080.9372474 34494.1712
3378       No      No  324.6912643 47103.4578
3379       No     Yes 1135.0107674 24005.0051
3380      Yes      No 1731.6807662 56228.9217
3381       No     Yes 1133.2329656 16749.4614
3382       No      No  782.6486901 37497.0870
3383       No     Yes  745.5654746 12896.6329
3384       No      No 1444.3612371 51154.5081
3385       No     Yes 1340.5291998 19318.8404
3386      Yes      No 1903.6672192 41173.5040
3387       No      No  317.9035736 42209.4873
3388       No      No  901.3177479 43242.6121
3389       No      No  527.9834823 39950.9585
3390       No     Yes  915.6537558 16888.8124
3391       No      No 1143.5503536 42694.8039
3392      Yes      No 1488.5587746 22256.8637
3393       No      No 1024.2302836 27104.8579
3394       No      No  619.9038223 29217.3523
3395       No      No 1007.2486556 34893.1377
3396       No      No    0.0000000 42577.8145
3397       No      No 1342.0475943 51442.5656
3398       No     Yes 1478.1697847 22564.5849
3399       No      No  149.3577795 52310.4115
3400       No      No  279.7242752 52008.4158
3401       No      No  869.8087827 49312.5065
3402       No      No 1493.2878522 56364.2549
3403       No      No 1127.8226863 43344.8943
3404       No      No  924.6927054 38676.9704
3405       No      No  311.5079880 43379.6347
3406       No      No  696.5100668 28610.1947
3407       No     Yes  295.6334521 25452.4759
3408       No      No  464.7626820 17862.2269
3409       No     Yes  750.4126745 17291.5269
3410       No      No  890.4076532 52943.3834
3411       No      No    0.0000000 37455.1989
3412       No     Yes  340.6978660 12351.8260
3413       No      No  724.2438058 43399.7183
3414       No      No  979.8550462 40374.0516
3415       No      No   33.4570265 30510.0384
3416       No      No 1203.7361785 40969.0823
3417       No      No  735.7308567 23225.1771
3418       No     Yes  884.9188466 27208.7713
3419       No      No  825.8499757 48216.7119
3420       No     Yes 1734.5858399 14165.2789
3421       No     Yes  670.4934929 16513.0443
3422       No      No  874.8472856 36709.1083
3423       No      No    0.0000000 40021.3554
3424       No      No  827.3504736 43833.4237
3425       No      No 1508.8413778 31739.2719
3426       No     Yes    0.0000000 19095.8304
3427       No     Yes  914.5154790  7525.5843
3428       No      No  302.9612445 51030.4395
3429       No     Yes  275.4858932 13448.3342
3430       No      No  589.5580943 42335.4470
3431       No      No 1120.2674584 45153.0401
3432       No     Yes 1416.9661564 11104.5663
3433       No      No 1270.1766777 44185.3577
3434       No      No  848.2344863 35186.5775
3435       No      No  560.9680738 43254.7154
3436       No      No  619.6155048 45463.3009
3437       No      No 1197.5797747 18449.0208
3438      Yes      No 1585.7294015 52274.8601
3439       No      No  478.3633261 28262.8681
3440       No      No 1144.9124788 41370.5166
3441       No      No  778.7519229 58860.3808
3442       No     Yes 1675.4221409 13703.8811
3443       No      No  680.7697735 56759.2346
3444       No     Yes 1113.5779780 17593.5299
3445       No      No  339.3513975 38097.0167
3446       No      No  908.8712521 55612.1724
3447       No      No  480.7875550 11193.4157
3448       No     Yes  874.5830207 17378.2873
3449       No      No    0.0000000 42515.1628
3450       No      No 1353.5222028 52048.5041
3451       No      No 1073.9500334 28845.7420
3452       No     Yes 1402.2877690 13276.2491
3453       No      No  759.1480034 24473.1066
3454       No      No    4.1094981 38326.1984
3455       No      No  194.5543901 38794.1459
3456       No     Yes  597.5996145 16526.6773
3457       No     Yes 1067.7811147 18641.7243
3458       No      No  379.2910135 43096.4898
3459       No     Yes  583.5997492 15179.6861
3460       No      No  465.5222142 30792.8836
3461       No      No 1144.1227466 33624.9414
3462       No     Yes 1025.0875728 29019.3262
3463       No      No  203.9580437 63638.1873
3464       No     Yes  439.5817266 17823.5019
3465       No      No    0.0000000 40574.4208
3466       No      No  720.8575686 42753.7217
3467       No      No 1385.7951400 44983.2966
3468       No      No 1127.5075770 64618.7421
3469       No      No  808.0001678 36076.0798
3470       No     Yes  280.2481537 25307.3771
3471       No      No  378.7230203 15738.3318
3472       No     Yes  885.5168464 21211.3259
3473       No      No    0.0000000 37482.4857
3474       No     Yes 1006.9422456 19065.6928
3475       No      No  490.6450630 37998.7144
3476       No     Yes  141.0265496 11314.3918
3477       No      No  761.8855412 46421.7641
3478       No      No 1787.6038199 33312.8067
3479       No      No  964.5413058 33908.0514
3480       No      No  931.5769842 52703.7912
3481       No      No   10.0565726 37673.3165
3482       No     Yes 1971.6632362 22040.2627
3483       No     Yes 1171.5199158 17642.2678
3484       No      No  784.3836920 44927.4957
3485       No      No  503.4985373 20476.0729
3486       No     Yes  295.4807145 17324.0416
3487      Yes     Yes 1475.0574378 20210.2726
3488       No      No  950.4713695 38990.1739
3489       No     Yes 1083.7023616 17522.7307
3490       No     Yes 1334.6662645 18064.7783
3491      Yes      No 1332.3861777 53517.3505
3492       No      No  314.5480494 43440.6041
3493       No     Yes  683.1898968 12367.6971
3494       No     Yes 1087.4127553 17060.5943
3495       No      No  443.6347834 46611.0206
3496       No      No  426.5528803 34191.2952
3497       No      No  532.9847408 55847.2860
3498       No     Yes 1378.2173385 20119.8292
3499       No      No  470.0359134 29309.1273
3500       No     Yes  470.3093927 10062.0836
3501       No      No   98.3966175 25308.5899
3502       No      No  400.0591104 30160.2890
3503       No      No 1265.7258679 20816.9533
3504       No     Yes  700.3351717 15905.2127
3505       No      No 1266.7726359 47991.0501
3506       No      No  116.3537354 30765.3518
3507       No     Yes 1023.6385348 15738.1600
3508       No      No  823.6641694 24533.2031
3509       No     Yes 1328.6715310 13389.4338
3510       No      No 1032.1851777 46541.6495
3511       No     Yes 1093.6390584 14790.7692
3512       No      No  587.7644960 39618.8174
3513       No      No 1379.1843142 48254.6000
3514       No     Yes  444.0253084 23691.9832
3515       No     Yes  597.6024871 21296.6123
3516       No      No  738.1944102 35134.2654
3517       No      No  563.4911731 47142.4499
3518       No     Yes 1518.7156455 23877.8198
3519       No      No 1610.7196806 30098.8240
3520       No     Yes  542.3896938 14294.5951
3521       No      No  586.1690704 31466.8513
3522       No     Yes  648.8853641 24457.3641
3523       No     Yes  913.0464559 17139.5796
3524       No      No 1650.8960188 43478.1282
3525       No      No  758.5061124 37485.9081
3526       No      No 1955.5573556 45507.9115
3527       No      No  446.9644659 27626.6026
3528       No      No  874.9416209 39807.6796
3529       No     Yes 1124.5673759 28936.9062
3530       No      No    0.0000000 29427.9148
3531       No      No  184.5691415 44021.3022
3532       No      No 1133.7997834 39860.1632
3533       No     Yes 1148.9231394 19717.4263
3534       No      No 1040.2724722 35639.5543
3535       No      No  753.9608286 21507.9949
3536       No      No  818.4962932 34903.6775
3537       No     Yes 1228.6558163 17460.6422
3538       No     Yes   16.4148836 24291.3494
3539       No      No  763.9007760 64967.6404
3540       No     Yes 1667.3088270 15614.8209
3541       No      No  637.4918793 48942.6121
3542       No      No  911.1320579 31265.2177
3543       No      No  125.0538441 50059.5471
3544       No     Yes  548.2788232 15308.6000
3545       No      No  795.0348699 34169.6697
3546       No      No  649.1590457 37015.2750
3547       No      No    0.0000000 51758.4103
3548       No      No  292.3343828 41036.1293
3549       No      No 1285.9918026 31068.1225
3550       No      No  845.8543023 44480.6553
3551       No     Yes 1660.1117979 26838.9331
3552       No      No  610.5686385 36145.0170
3553       No     Yes 1137.4210849 16177.2729
3554       No     Yes 1115.7685622 11496.5418
3555       No      No  302.1642898 28805.0627
3556       No      No 1074.1433568 35054.5844
3557       No      No  510.9601760 32151.8490
3558       No      No  974.4105653 43861.8019
3559       No      No   46.1832884 42533.7154
3560       No      No 1731.6045278 58075.9437
3561       No      No 1429.3933785 31387.7003
3562       No      No  503.5138088 62115.1051
3563      Yes     Yes 2179.2214281 15302.7765
3564       No      No   18.7882806 24699.0968
3565       No      No 1047.1396886 46007.9806
3566       No     Yes 1049.6035740 11137.8610
3567       No      No 1372.9358218 35467.7577
3568       No      No  958.3266322 28145.8425
3569       No      No  826.6385929 47358.5490
3570       No      No 1005.1630822 42127.9945
3571       No      No 1132.8624847 25402.4710
3572       No      No  618.6105240 45154.7478
3573       No      No 1073.8254209 47935.0053
3574       No      No 1108.8009968 39676.5546
3575       No      No  583.7120008 42590.1241
3576       No      No  835.5334433 23160.5786
3577       No      No  698.6738292 29580.0691
3578       No      No  929.5761899 40442.0631
3579       No      No  916.5979585 41432.4345
3580       No      No 1324.1987692 10892.3292
3581       No     Yes 1219.3766769 11361.8239
3582       No      No  265.2958484 45828.0188
3583       No     Yes 1255.4258352 19885.7611
3584       No      No 1524.4367033 18878.5545
3585       No      No  326.3972934 30156.3554
3586       No      No 1821.0031518 54051.9823
3587       No     Yes 1357.4234658 25733.3094
3588       No      No 1187.4738006 53318.9934
3589       No     Yes  925.9048607 20952.5861
3590       No      No 1451.7850063 27853.9678
3591       No      No   32.0680790 38788.6605
3592       No      No  685.1975865 36015.4189
3593       No      No 1071.8991502 54791.8056
3594       No      No  874.4902512 50078.4594
3595       No      No  926.3096412 38093.9775
3596       No      No 1235.6408088 53171.2969
3597       No     Yes 1155.5046669 24840.7617
3598      Yes      No 1360.3857820 28992.0018
3599       No      No  234.9957765 40394.4210
3600       No      No  854.6912433 26672.1817
3601       No     Yes 1405.6589268 19701.7554
3602       No     Yes 1161.0261765 13913.4420
3603       No      No  329.3476893 20708.9877
3604       No      No 1541.3208022 32508.3839
3605       No      No 1456.6524564 59361.9183
3606       No      No    0.0000000 24565.5716
3607       No      No   83.0803727 45442.8299
3608       No      No   95.8981855 31437.4232
3609       No      No  674.8047170 47653.6160
3610       No      No  917.7839803 44466.8850
3611       No     Yes  759.8033264 14217.6989
3612       No      No  379.0630675 14792.5118
3613      Yes     Yes 2004.3940010 18860.8466
3614       No      No 1469.6038356 43436.9521
3615       No      No  200.2748084 36926.3975
3616       No      No  843.4296594 39512.0690
3617       No      No  676.7633506 34400.8609
3618       No      No   46.0920896 42025.7623
3619       No      No  542.8420254 48897.7525
3620       No      No   89.9098954 30004.4708
3621       No      No  908.1844428 37319.6226
3622       No      No    0.0000000 46306.9363
3623       No     Yes 1326.8483924 20790.2540
3624       No     Yes  993.8172666 12531.0255
3625       No     Yes 1084.3813239 20881.4565
3626       No      No 1197.7115397 30377.2500
3627       No      No 1378.2970678 43411.6619
3628       No      No  182.7419949 32359.2092
3629       No      No  529.6503069 35102.2751
3630       No     Yes 1632.3543612 15763.5846
3631       No     Yes 1119.2025256 20619.5098
3632       No      No  787.1368176 45772.6140
3633       No     Yes  969.7841591 21412.6010
3634       No      No 1256.9826502 38083.1304
3635       No      No 1015.0454271 31026.4130
3636       No     Yes 1197.6089573 17452.0000
3637       No     Yes  847.4580256 16926.3500
3638       No      No  598.4386356 52896.0597
3639       No     Yes  983.0922765 17001.6492
3640       No      No 1296.2674233 45226.1210
3641       No      No  412.3971420 30206.9588
3642      Yes      No 1504.7553780 26183.2454
3643       No     Yes  367.3634193 16295.5625
3644       No      No    0.0000000 27889.3047
3645       No     Yes  894.7254906 19335.6340
3646       No      No   75.8341256 42075.0478
3647       No      No  642.5352176 34893.7859
3648       No     Yes 1777.2845547 14567.8140
3649       No      No  370.0332879 44507.2113
3650       No      No  653.3734570 52276.5854
3651       No      No  793.9121634 48907.6838
3652       No      No  917.0752778 19003.7750
3653       No      No  509.7784393 38614.4131
3654       No      No  947.8137895 42094.4702
3655       No     Yes  860.8353999 19514.7635
3656       No      No  302.2270486 35232.4604
3657       No      No  891.8873793 35062.5382
3658       No      No 1377.5587517 38364.6792
3659       No     Yes 1222.9584637 15174.9725
3660       No      No  378.9704244 39492.0120
3661       No      No    0.0000000 41523.7525
3662       No     Yes 1103.9130012 28552.5373
3663       No     Yes  704.4725219 21140.2756
3664       No     Yes 1402.3105698 21566.5569
3665       No     Yes   68.3766078 10996.0879
3666       No      No  409.5960723 30627.5029
3667       No     Yes  655.7009447 19915.2329
3668       No     Yes  654.8146682 14504.3964
3669       No      No 1255.9201247 43929.1432
3670       No      No 1217.9608877 33443.3064
3671       No      No  691.8931985 35562.6094
3672       No     Yes  548.1362888 19501.3411
3673       No      No  437.5460694 31537.1269
3674       No      No 1067.8424386 70700.6478
3675       No      No  521.4397781 31981.8581
3676       No     Yes 1348.9953202 25805.8100
3677       No      No  674.6637003 41798.3916
3678       No      No  516.3590418 25891.7596
3679       No     Yes 1470.3385627 19647.1423
3680       No      No  859.0079101 43101.8738
3681       No      No 1114.0880147 59200.1370
3682       No      No  773.3268067 51787.7894
3683       No     Yes  803.9689750 16553.7728
3684       No      No  376.2925648 43940.0481
3685       No      No  829.7296771 36164.1542
3686       No      No  299.8906333 34920.1815
3687       No     Yes  148.6570947 15645.7771
3688       No      No  705.1135860 47752.1592
3689       No      No  467.8641353 43308.6966
3690       No      No  382.0942862 38348.2862
3691       No      No  450.3090116 46172.7251
3692       No      No  379.9145929 39064.0485
3693       No     Yes  151.7714011 18659.0709
3694       No      No 1535.2244727 35282.2280
3695       No      No 1596.8734299 34655.8800
3696       No      No  778.0601546 52545.5780
3697       No      No  107.7066719 42199.9676
3698       No     Yes  961.7978206 13389.0694
3699       No     Yes  235.2497893 13360.9252
3700       No      No  935.3381557 57139.3049
3701       No      No    0.0000000 34563.0459
3702       No      No   10.3068907 37590.3096
3703       No     Yes 2370.4636115 24251.9587
3704       No      No 1447.0222806 37322.7102
3705       No      No  829.0233191 25161.8985
3706       No      No 1474.0615443 47040.8086
3707       No      No  913.6383267 50351.1552
3708       No      No 1028.8863381 34257.6328
3709       No      No  563.8917207 54147.7084
3710       No     Yes  747.8216828 19330.3084
3711       No     Yes  811.5399409 13828.9687
3712       No     Yes  797.3736475 23438.1458
3713       No      No  701.9181566 53151.7607
3714       No      No 1195.3598222 42107.3640
3715      Yes      No 1672.5060627 66466.4609
3716       No      No  889.9012000 20805.6140
3717       No     Yes  579.7213046 18555.7526
3718       No      No 1143.2004595 28900.7278
3719      Yes     Yes 1237.6218657 14862.7055
3720       No      No  740.9570805 48683.2204
3721       No     Yes 1470.4745864 18621.1704
3722       No      No  507.6786163 45839.1342
3723       No     Yes  452.3023556 19922.6401
3724       No      No  431.9049281 30115.1528
3725       No      No  388.9354653 36932.8101
3726       No     Yes  647.2601142 18905.8538
3727       No      No 1069.1303006 42361.0468
3728       No      No  517.9885181 45495.0054
3729       No      No  996.2511833 23720.9875
3730       No      No  995.1223306 47286.8309
3731       No      No    0.0000000 55069.8122
3732       No      No  480.5711421 36192.0903
3733       No      No  413.8588246 42453.6819
3734       No      No  730.0720039 47074.2289
3735       No      No   11.3077833 43520.4888
3736       No     Yes 1507.8924513 14632.2577
3737       No     Yes 1129.1139092 13580.2570
3738       No      No 1159.9365796 46789.8806
3739       No      No  817.9824403 40658.5899
3740       No     Yes  901.1752435 16745.0668
3741       No     Yes 1778.1215124 17060.9275
3742       No      No 1036.7566862 34912.7895
3743       No      No  199.1361487 49292.5457
3744       No     Yes 1295.6905510 23191.2365
3745       No     Yes  468.2576618  6365.5646
3746       No      No  688.1054911 27080.7425
3747       No      No  202.3212081 37188.5694
3748       No      No  621.0034435 37249.4364
3749       No      No  963.3324811 30100.7623
3750       No      No 1106.6970123 51879.7185
3751       No      No 1391.4076888 30427.2026
3752       No      No  198.5947905 58598.6676
3753       No      No   90.6826966 37914.4013
3754       No      No  460.8738650 49243.4448
3755       No      No 1182.4448319 34784.7881
3756       No      No  748.4344222 43215.8297
3757       No     Yes 1727.5545915 11608.1284
3758       No      No  831.4782222 39079.7885
3759       No      No  655.6291501 40257.9330
3760       No     Yes  787.1367086 22434.9765
3761       No     Yes  760.8953501 20070.1480
3762       No      No    0.0000000 44387.5749
3763       No      No  523.3884426 53115.5994
3764       No      No  481.5910034 35817.7613
3765       No      No    0.0000000 26275.2565
3766       No     Yes 1414.6577991 17954.8525
3767       No     Yes 1103.2167764 22410.9083
3768       No      No  948.6964528 38247.9132
3769       No     Yes  725.5724195  9019.5455
3770       No      No 1727.3490014 40791.1429
3771       No      No  891.6073042 43925.9644
3772       No      No  667.2904930 66538.3442
3773       No     Yes 1060.2637103 15661.4090
3774       No     Yes  830.8605751 18259.6642
3775       No      No  319.1745767 44410.5316
3776       No      No 1147.2744840 44871.5494
3777       No      No  664.5115204 47878.8338
3778       No      No 1066.8995124 35567.7621
3779       No     Yes  374.9767674 19806.5191
3780       No      No  549.1913427 43688.6804
3781       No     Yes  943.5813708 17730.9193
3782       No      No  111.2850398 42292.2978
3783       No      No  504.7395253 59560.1797
3784       No      No  798.4773511 32921.6339
3785      Yes      No 2008.4585959 35145.0476
3786       No      No  965.9265722 29219.0708
3787       No      No 1768.1399780 30762.1052
3788       No      No  435.0553769 32198.0249
3789       No     Yes  685.6319445 15892.0925
3790       No     Yes  745.2306213 12877.5095
3791       No      No  161.7594874 43676.0574
3792       No      No    0.0000000 32558.4751
3793       No      No 1389.2864671 38373.0145
3794       No      No  802.0926754 45052.5804
3795       No     Yes  335.8226355 16123.1134
3796       No      No 1031.7862575 39260.0062
3797       No      No  893.2416447 43816.2255
3798       No      No 1007.2779946 45124.0404
3799       No      No  786.8023084 38023.6148
3800       No     Yes 1814.5588953 24177.2725
3801       No      No  116.2188756 50109.0234
3802       No      No  839.9240942 47347.6767
3803       No     Yes  824.6917018 15158.6248
3804       No      No  239.3844788 25485.1734
3805       No      No  933.7511521 52319.1535
3806       No      No  459.3876653 37630.6133
3807       No     Yes  870.0239927 15955.8852
3808       No      No  232.2075504 11151.0476
3809       No      No  150.7838407 32106.4836
3810       No      No 1215.1704735 55230.6482
3811       No      No 1435.3600954 33728.8923
3812       No      No  338.0683219 47340.0267
3813       No     Yes 1056.9473989 20304.0981
3814       No      No  194.1734166 28743.1644
3815       No      No  298.5096896 50229.7797
3816       No     Yes  938.3393290 21911.7272
3817       No      No 1297.3924305 47095.2216
3818       No      No  690.2283828 56958.5994
3819       No      No 1013.9064306 34166.8265
3820       No      No 1213.7941050 48796.8493
3821       No      No    0.0000000 39269.8359
3822       No     Yes 1399.9502566 11010.2125
3823       No      No  590.9997300 50246.7155
3824       No      No 1438.8336910 35532.3993
3825       No      No  438.2346852 48859.2610
3826       No      No  783.0015156 37428.2200
3827       No      No 1864.9464034 48678.4152
3828       No      No  208.0504439 46840.5193
3829       No      No  621.1651351 32168.5529
3830       No      No  994.1999643 52689.5394
3831       No      No  674.6401585 42463.5250
3832       No      No  537.5871865 46953.3768
3833       No      No  690.3409422 29924.2295
3834       No     Yes 1369.4082759 18144.3503
3835       No      No  654.2775890 37706.5949
3836       No      No  798.0313140 29934.1432
3837       No      No  763.2248929 48170.3599
3838       No      No 1663.6163476 52975.2636
3839       No      No  988.3939471 49804.2838
3840       No      No 1419.6318916 40295.2688
3841       No     Yes 1196.0418218 19665.8292
3842       No      No  618.0513849 16944.3445
3843       No      No 1028.1812495 32249.8457
3844       No      No  523.5010994 39168.1743
3845       No      No  517.4596209 39543.5871
3846       No     Yes  764.5629974  5082.9926
3847       No      No  206.9488464 53058.5614
3848       No      No  847.9815066 43023.5850
3849       No      No    0.0000000 40540.6944
3850       No      No  631.7471322 37936.0434
3851       No      No 1014.5991044 51438.7102
3852       No      No  157.2800282 41415.3960
3853       No      No  525.4851998 43737.9043
3854       No      No  962.9486146 28660.9306
3855       No      No  594.1061337 24069.2130
3856      Yes     Yes 2321.8822208 21331.3148
3857       No     Yes 1128.7801560 17231.8085
3858       No     Yes 2118.8005742 18791.8521
3859       No      No  290.5648739 13239.8728
3860       No      No 1244.3922437 33880.2992
3861       No      No 1177.9172679 49061.7229
3862       No      No    0.0000000 44225.6159
3863       No     Yes  492.6570685 10154.1563
3864       No      No    0.0000000 62689.0330
3865       No      No  530.2512986 39311.3257
3866       No      No    0.0000000 45104.0940
3867       No      No 1028.1746108 51228.3021
3868       No     Yes  488.2385515 33003.4230
3869       No      No    4.4589383 46970.4964
3870       No      No 1636.3161528 35814.7920
3871       No      No  107.9218494 33764.2021
3872       No     Yes  129.1843570 20570.8542
3873       No      No  956.9854006 38285.7479
3874       No     Yes  823.0640631 17254.3984
3875       No      No  458.9984676 33163.5453
3876       No     Yes  867.9046789 18949.0273
3877       No     Yes  117.8094413 18752.8302
3878       No      No  474.6661055 42058.7773
3879       No     Yes 1180.5291459 19139.3002
3880       No      No  315.8506084 47328.9827
3881       No     Yes  552.2040873 22554.5785
3882      Yes      No 1342.2628740 35691.6374
3883       No      No  407.2897560 45376.2359
3884       No      No 1624.9564650 47574.5597
3885       No     Yes  548.4547299 21672.5399
3886       No      No  908.8882984 42205.2065
3887       No     Yes  969.8986849 17940.1191
3888       No     Yes  966.3508380 11776.5291
3889       No      No  628.5669713 37617.1192
3890       No     Yes  882.9774249  8833.6686
3891       No      No  824.9954903 34277.5259
3892       No      No  762.9128371 41617.8140
3893       No      No 1246.2295251 49479.5768
3894       No      No   60.9607617 41548.1173
3895       No      No 1377.9788157 34683.6124
3896       No      No 1215.2525459 43793.1158
3897       No      No  494.9019178 13980.3612
3898       No      No  839.8737554 39158.2375
3899       No      No  982.3816071 29157.2923
3900       No     Yes  927.5165876  4143.1188
3901       No      No  433.8578193 30581.5829
3902       No      No 1213.0337204 17726.6701
3903       No      No  316.0043508 26518.4626
3904       No     Yes  973.9031102 21590.0349
3905       No      No    0.0000000 25603.5333
3906       No      No  713.7511068 37230.0737
3907       No      No  997.4654347 22061.7998
3908       No      No 1326.0648645 34945.8009
3909       No     Yes 1135.3611837 24314.0369
3910       No      No    0.0000000 50805.0366
3911       No      No   43.8964732 48543.5991
3912       No      No  666.3701770 50105.2676
3913       No     Yes    0.0000000 18426.2607
3914      Yes     Yes 2334.1235593 19335.8893
3915       No      No  303.7911750 28525.4017
3916       No      No  634.4950473 35131.3015
3917       No     Yes  853.8183574 18750.7506
3918       No      No  747.4553934 43898.7506
3919       No     Yes 1120.0302734 19170.4583
3920       No      No 1290.1915420 36898.9287
3921       No      No 1348.7850184 33488.4129
3922      Yes      No 1632.8941176 44326.5848
3923       No      No  693.6306933 32594.6638
3924       No      No  467.5830885 43435.8366
3925       No      No  618.1253382 27868.7939
3926       No     Yes 1217.6673550 20977.2352
3927       No      No  872.0713576 36004.6448
3928       No      No    0.0000000 28659.4884
3929       No      No  894.7344842 37903.5265
3930       No     Yes  361.6104669 21685.6922
3931       No     Yes  937.1974340 18411.8244
3932       No      No    0.0000000 55760.5019
3933       No      No  339.5318647 31092.7577
3934       No      No  423.7145506 32640.2941
3935       No     Yes 1529.0617048 17358.0430
3936       No      No  894.1144875 47681.6228
3937       No      No  760.7208238 40854.4691
3938       No      No  883.0162511 37961.1559
3939       No     Yes 1322.5854971 15304.2604
3940       No      No 2036.9931892 31384.1300
3941       No      No  751.3999173 54993.4078
3942       No      No  578.8362774 25522.5200
3943       No      No  829.2816512 58070.1126
3944       No      No 1160.0612652 51895.3040
3945       No      No 1197.7718810 44047.6912
3946       No      No  417.5922108 48035.6096
3947       No      No  777.8244481 43910.9886
3948       No      No  625.7461988 29644.2083
3949       No      No 1382.7757738 36232.3193
3950       No      No  986.3058026 25342.3048
3951       No      No  937.7383255 24932.7211
3952       No      No    0.0000000 44525.8493
3953       No      No  131.5766730 51106.9949
3954       No     Yes 1096.1846064 15535.5487
3955       No      No  499.1739193 44773.5753
3956       No      No 1236.2187198 37884.5661
3957       No      No  637.0145410 27828.1376
3958      Yes      No 2147.3125781 58271.3908
3959       No      No  516.2165693 42446.0412
3960       No     Yes  113.2764760 21068.1640
3961       No      No  352.3277028 40716.1748
3962       No      No  918.0142980 26798.0714
3963       No     Yes 1378.9131165 14329.7712
3964       No     Yes  482.5452583 21369.2751
3965       No      No  813.2006512 49477.5115
3966       No     Yes 1330.4851806 13765.4413
3967       No      No 1373.5330326 56878.3351
3968       No     Yes 1411.6073646 16677.3069
3969       No      No  313.8050859 37720.7621
3970      Yes     Yes 1803.9445672 29100.8192
3971       No      No  964.5246557 40814.6529
3972       No      No 1139.3707020 42759.3825
3973       No     Yes 1009.4310890 21904.6928
3974       No      No  615.4653882 25865.1806
3975       No      No  673.6980514 41891.4260
3976       No     Yes 1288.5519578 24918.4151
3977       No     Yes 2388.1740094  7832.1356
3978       No      No    0.0000000 34545.0971
3979       No     Yes 1119.3866095 20011.4689
3980       No      No 1352.7034425 35743.0040
3981       No     Yes  886.3485401 17534.4671
3982       No     Yes 1468.7952197 25038.8165
3983       No      No  727.3734929 46329.0278
3984       No      No  593.4338377 36995.8215
3985       No     Yes 1168.3406405 13580.9466
3986       No      No  541.7844750 56100.1054
3987       No      No 1055.4147889 29967.1734
3988       No      No  399.7235905 43243.6661
3989       No     Yes  552.8777042 14320.8598
3990       No      No 1189.7521336 50838.5172
3991       No      No  698.0014773 38135.5587
3992       No      No  431.5360552 46941.0589
3993       No      No  851.1035675 53433.5742
3994       No      No 1457.7160543 37453.8398
3995       No     Yes  992.2802505 13958.2915
3996       No      No  387.7613417 40063.7276
3997       No      No  794.1762128 43335.9850
3998       No      No  412.2548906 37088.2123
3999       No     Yes 1163.4525122 27308.6909
4000       No     Yes  880.2815240 20177.4003
4001       No      No  752.2218482 48764.0227
4002       No      No   40.0931001 33278.3652
4003       No     Yes 1242.5214000 18331.0035
4004       No     Yes 1671.8136906 20074.5093
4005       No      No 1097.0390834 40021.3530
4006       No      No  918.7473435 28327.5504
4007       No      No 1185.2889269 39926.6069
4008       No      No  997.4773427 44748.7919
4009       No     Yes  741.4423677 15499.9193
4010       No     Yes 1234.2499126 12268.3650
4011       No      No    0.0000000 52585.6859
4012       No     Yes  985.2622511 30295.6310
4013       No      No 1023.1984669 40866.0188
4014       No      No  423.4304738 46000.7967
4015       No     Yes 1007.1394840 17217.5051
4016       No      No  893.3552679 49960.3062
4017       No      No 1008.3574622 39610.6254
4018       No      No  691.9967570 45428.5393
4019       No      No  410.2368039 36502.3786
4020       No     Yes 1215.3836103 15994.0410
4021       No      No  599.0349705 49813.1267
4022       No      No  355.2516570 50160.7031
4023       No      No  869.8984352 33540.0495
4024       No      No 1786.4639517 54207.1678
4025       No     Yes 1221.8137564 12603.3029
4026       No      No    0.0000000 39164.0223
4027       No      No 1621.2453747 38590.8981
4028       No      No 1121.4965862 39395.8994
4029       No      No  736.6375029 55187.9198
4030       No      No 1739.5359245 51623.2875
4031       No      No 1478.6214442 41986.0477
4032       No      No  903.5644525 35296.4479
4033       No      No  739.6528792 48283.1870
4034       No      No  228.9558548 36783.0052
4035       No      No 1313.5595255 39989.0091
4036       No      No  903.9258639 27395.7961
4037       No      No  667.6598304 42078.6849
4038       No      No  539.8879468 33856.4540
4039       No      No 1877.1148087 43442.3250
4040       No      No  739.8597477 30853.2931
4041       No     Yes  408.5629744 18471.7743
4042       No     Yes  482.3251509 30588.0302
4043       No      No 1097.8177530 43065.6187
4044       No      No 1580.8667273 36513.6167
4045       No     Yes  920.2311149 16088.2081
4046       No      No  425.0537454 37351.3555
4047       No      No    0.0000000 53273.3417
4048       No     Yes  928.1822759 16968.8675
4049       No      No  617.3487635 38106.7883
4050      Yes      No 1673.4863492 49310.3329
4051       No      No 1023.0515519 19354.3979
4052       No      No 1459.5614015 44334.6170
4053       No      No 1235.7775166 35140.4588
4054       No      No  621.9781679 43472.2335
4055       No      No  280.9443867 50404.0330
4056       No      No  326.6522360 45562.5742
4057       No      No  902.7623050 52528.2375
4058       No     Yes  672.6932215 13795.9627
4059       No     Yes  710.7799965 17625.9675
4060       No      No  901.2084412 48855.4508
4061      Yes     Yes 2216.0176689 20911.6956
4062       No      No 1210.5929992 40182.7068
4063       No      No  828.9707387 33423.9364
4064       No     Yes  533.4927964 14707.2958
4065       No     Yes  768.8230469 22138.2159
4066       No      No  746.6703307 40354.5585
4067       No     Yes  730.7394952  7299.5201
4068       No     Yes 1308.0245881 17353.8604
4069       No      No  481.2610496 33500.5653
4070       No     Yes 1409.9891024 21569.8908
4071       No      No  524.6079138 40663.0434
4072       No     Yes 1122.1379003 13929.4737
4073       No      No 1105.8788163 42110.4244
4074      Yes      No 1319.8164544 36548.8184
4075       No     Yes  823.7366728 19041.8184
4076       No      No  172.9757855 47060.6314
4077       No     Yes 1497.3648087 10576.3415
4078      Yes     Yes 1819.9409360 19393.4830
4079       No      No  389.3958811 20200.3799
4080      Yes     Yes 2047.4170065 13678.5080
4081       No      No  909.8655536 44879.2776
4082       No      No  686.1632948 33190.4271
4083       No     Yes    0.0000000 20565.7777
4084       No     Yes 1676.0976835 25687.9144
4085       No      No  971.9600110 33543.3349
4086       No      No  887.5946320 59416.1598
4087       No      No 1312.8477062 64402.6089
4088       No      No 1808.7226582 30020.6429
4089       No      No 1170.7434640 49832.9514
4090       No      No  439.3523840 44620.2651
4091       No      No  103.0423418 45798.6747
4092       No      No 1473.8975636 32860.1010
4093       No      No  780.7092515 37023.1172
4094       No      No 1144.2420020 28018.9956
4095       No      No 1148.5093362 37392.1678
4096       No      No  667.4121637 31150.0265
4097       No      No 1013.7851943 50268.9923
4098       No     Yes 1418.3886496 12788.7190
4099       No     Yes 1345.2882972 23169.4041
4100       No     Yes 1493.1060664 14295.6647
4101       No      No  828.2653037 36241.6601
4102       No     Yes  208.8969152 17966.3611
4103       No      No  567.2940844 39841.2283
4104       No      No  686.8698760 32359.3375
4105       No     Yes 1926.2890081 12283.4085
4106       No      No  814.2863120 36613.7071
4107       No      No 1569.5182155 43024.9707
4108       No      No    0.0000000 42035.3390
4109       No     Yes    0.0000000 13226.1550
4110       No     Yes 1828.6143251 20225.8061
4111       No      No  777.6460629 50869.7286
4112      Yes      No 1644.6966228 61474.9344
4113       No      No  295.1286576 36539.0848
4114       No      No  781.1237141 22327.6760
4115       No      No  673.9266568 39508.6241
4116       No      No  343.2495905 58411.6775
4117       No     Yes 1302.3403089 16292.2671
4118       No      No  225.8196601 54124.2060
4119       No     Yes 1456.8580538 14530.3112
4120       No      No  955.0907543 52224.4928
4121       No      No  777.0230001 47369.1168
4122       No      No    0.0000000 23616.5390
4123       No      No  527.2520163 49280.3009
4124       No      No   29.8489829 36972.9341
4125       No      No  125.1039485 16157.2183
4126       No     Yes 1095.8688225 16127.5247
4127       No      No    0.0000000 41194.0714
4128       No      No  973.9988496 48095.0680
4129       No      No 1288.2526820 42226.4620
4130       No      No  269.2892196 33846.5086
4131       No      No 1105.8902375 35450.7273
4132       No      No  360.8923852 37581.7918
4133       No      No  933.1043660 24113.9173
4134       No      No 1184.2104948 38409.5355
4135       No     Yes 1850.6121456 20409.0380
4136       No     Yes 1517.8041612 12958.6509
4137       No      No  969.5504078 41301.9715
4138       No      No  683.8090455 41004.6590
4139       No      No  915.0752059 23682.9133
4140       No      No    0.0000000 47895.8049
4141       No      No  606.5810048 32497.4489
4142       No      No  689.9194521 37695.7914
4143       No      No  561.6228589 38894.5509
4144       No      No  303.5177610 43791.1054
4145      Yes      No 1823.4041052 14664.1381
4146       No     Yes 1698.2918156 11764.8621
4147       No     Yes 1355.3132160 11070.8550
4148       No     Yes 1009.9115760 18001.8645
4149       No      No  887.9032989 29642.1440
4150       No      No  308.5335358 39121.3641
4151       No      No 1512.2563138 35652.7679
4152       No      No    0.0000000 39858.1272
4153       No      No 1274.6030052 55206.7023
4154       No     Yes 1795.2198460  7112.4085
4155       No      No  848.9972626 44379.7533
4156       No      No  588.7801861 58764.3638
4157       No      No  551.1743516 24975.0271
4158       No     Yes 1084.0440843 13680.1133
4159       No      No  723.4157186 35938.1398
4160      Yes      No  698.5673519 31754.5234
4161       No      No  910.7396182 40222.7125
4162       No     Yes 1581.0659357 17331.3258
4163       No      No  948.6897016 39671.5339
4164       No      No  199.1745658 21753.3570
4165       No     Yes 1759.4123252 11556.1845
4166       No      No  780.6589645 29691.4943
4167       No     Yes 1770.7968154 18837.4202
4168      Yes     Yes 2182.6043435 20780.6925
4169       No      No  696.0127587 35920.6620
4170       No      No  563.9177259 47839.6173
4171       No      No 1041.0715232 41485.6237
4172       No      No  293.6553752 38893.6046
4173       No     Yes 1489.0481502 17934.4934
4174       No      No  237.4898898 44614.7163
4175       No      No 1266.7960213 34652.1089
4176       No      No 1059.8658300 33567.8450
4177       No     Yes  704.2927042 13472.4832
4178       No      No    0.0000000 45701.0852
4179       No      No    0.0000000 47846.9566
4180       No      No  499.6227806 42052.8701
4181       No      No  728.8188595 33662.0710
4182       No      No 1238.1051770 37544.9421
4183       No      No  776.8998746 37685.4493
4184       No      No  202.0704329 28814.1753
4185       No      No  625.3990249 52074.9682
4186       No      No 1089.3021785 28232.1413
4187       No      No  992.9635257 45540.4457
4188       No      No  352.7465359 41548.8829
4189       No      No  416.7476666 69386.9016
4190       No      No  937.9231754 31664.0669
4191       No     Yes   15.1537927 13430.4158
4192       No      No 1128.6735937 42566.2975
4193       No     Yes 1924.5597755  8097.9180
4194       No      No  211.0755018 50506.2202
4195       No      No   23.5291263 42814.8186
4196       No      No  891.3948219 43535.9399
4197       No      No  707.1074635 18675.9173
4198       No     Yes 1018.0993382 18239.2817
4199       No      No 1404.0991556 28764.4967
4200       No      No  817.0858884 55892.7261
4201       No     Yes  908.8486338 20332.3911
4202       No      No 1216.1951561 47561.7128
4203       No      No  176.9040458 43150.2685
4204       No      No  401.7083530 51338.2160
4205       No      No 1214.2111919 45778.0267
4206       No     Yes 1835.5641118 17807.4495
4207       No      No   66.7727221 43189.6645
4208       No      No 1343.1858830 30960.6160
4209       No      No 1309.4057462 34469.9802
4210       No     Yes  463.0916614 21248.6529
4211      Yes      No 1672.0314828 50327.3678
4212       No      No  357.7445593 45516.7761
4213       No      No  705.0950458 38297.8549
4214       No     Yes  453.6439697  9770.0064
4215       No     Yes 1799.1493494 20215.6238
4216       No      No  748.1381646 21153.4825
4217       No      No  650.0893552 46496.5102
4218       No     Yes  341.4855933 21278.8261
4219       No      No 1476.4789327 50701.8453
4220       No      No 1134.3444725 41748.1834
4221       No     Yes  852.3586673 20948.9709
4222       No     Yes  930.6632630 22919.9972
4223       No      No 1027.0175705 47046.0124
4224       No      No 1494.2541187 48133.9384
4225      Yes      No 1396.7891813 40371.1247
4226       No      No   44.0593988 50765.6983
4227       No      No  938.2801803 33341.9632
4228       No      No  776.9646792 36704.0519
4229       No     Yes 1589.6496327 15262.4216
4230       No     Yes 1247.5563209 16410.8904
4231       No      No    0.0000000 30143.9637
4232      Yes     Yes 2291.6176884 20837.2094
4233       No      No  676.9595811 33013.8248
4234       No      No  135.9982356 59369.6484
4235       No      No  630.6085404 52491.5587
4236       No      No  315.9532575 38938.9757
4237       No     Yes  564.7384670 15411.1916
4238       No      No  663.2441573 25728.8684
4239       No      No   72.1232568 35374.8646
4240       No      No  491.0364980 37835.6132
4241       No      No 1331.8956763 38903.1980
4242       No      No  755.3396629 37027.2546
4243       No      No  684.1860237 45400.0174
4244       No     Yes  407.3404404 25376.7286
4245       No      No    0.0000000 37727.4636
4246       No      No  130.3159693 44559.8173
4247       No      No 1224.4544935 46811.6144
4248       No      No 1525.3539302 52675.7637
4249       No      No  618.9984399 17122.3476
4250       No      No  353.6383342 43145.1797
4251       No      No  422.6445292 58345.0145
4252       No      No   25.7362692 28163.6930
4253       No      No  697.6213981 48469.8814
4254       No      No  462.1383867 44546.2372
4255       No      No  599.6677199 36584.0762
4256       No      No 1251.2359059 43191.3121
4257       No      No 1432.2984652 31250.5830
4258       No     Yes  975.9154041 12102.8179
4259       No     Yes  445.9290605 10629.6183
4260       No      No  694.4124308 47705.8713
4261       No     Yes  320.0122023 14704.4777
4262       No      No 1102.3020323 38872.1299
4263       No      No    0.0000000 39250.0955
4264       No      No  165.9730086 28439.5880
4265       No      No 1258.8788059 40858.8684
4266       No      No 1372.7619934 30219.1501
4267       No      No 1464.0289620 43700.1426
4268       No     Yes 1594.0931672 14135.2113
4269       No      No    0.0000000 31741.0456
4270       No      No 1595.9100327 55712.2937
4271       No      No  901.1760737 55064.6365
4272       No      No  789.7507972 39022.3532
4273       No      No 1203.2058393 43809.2600
4274       No     Yes 1399.3380535 22736.2191
4275       No      No 1125.8764881 49359.3427
4276       No      No  236.3384662 39260.0602
4277       No      No  218.1463145 27166.6975
4278       No      No  413.5765513 49424.3104
4279       No      No  469.0539803 25680.1749
4280       No      No  923.9925164 27818.2469
4281       No      No  182.6280599 31623.9364
4282       No      No  478.4017447 30338.3569
4283       No      No  918.5461513 53331.2784
4284       No     Yes  873.9305469 29870.7474
4285       No      No  748.7048356 48036.0791
4286       No      No  146.8181908 48280.7099
4287       No      No 1266.6409890 41930.5863
4288       No     Yes  883.8818318 14888.5181
4289       No     Yes 1353.9814316 17431.6054
4290       No     Yes 1777.7446710 24820.8563
4291       No      No  695.4933217 48899.3432
4292       No      No    0.0000000 33313.3111
4293       No      No  377.7266313 49730.7046
4294       No      No  975.7371820 39453.2263
4295       No     Yes  918.5906870 14936.7082
4296       No      No 1313.5003782 31145.7084
4297       No      No 1302.3998542 15468.3447
4298       No      No 1246.6261383 41930.1550
4299       No      No  198.3857080 37085.6037
4300       No      No  395.6077739 27750.8215
4301       No     Yes  638.0655848 17922.4035
4302       No      No  677.2048392 52080.5234
4303       No      No  681.5757500 29980.3305
4304       No      No 1114.9457747 45832.9483
4305       No      No  558.1784844 12740.8646
4306       No      No  531.4779785 35314.0710
4307       No     Yes 1080.9699963 23760.7589
4308       No      No  150.7705446 31216.7859
4309      Yes     Yes 1665.7083201 21024.2716
4310       No      No 1086.1934890 52761.4130
4311       No      No    0.0000000 41435.4379
4312       No      No 1253.9234984 34304.7669
4313       No      No  100.4631161 24687.8531
4314       No      No  961.1524669 51179.4601
4315       No     Yes 1055.8610539  9045.2416
4316       No      No   89.4101022 24086.6011
4317       No      No  918.9503478 47761.4027
4318       No      No  995.3870476 44217.6856
4319       No      No 1774.2330886 42955.8280
4320       No      No  701.6914324 35335.7826
4321       No      No 1177.9208426 30169.2958
4322       No      No 1308.2672570 43611.4616
4323       No      No 1114.5368705 35044.7298
4324       No     Yes  815.5486691 16908.1398
4325       No     Yes 1010.5067835  6786.3881
4326       No      No  752.9859192 45523.4968
4327       No     Yes  729.1897184 18329.7209
4328       No      No 1095.4717794 53581.1567
4329       No      No  355.1701761 30440.8952
4330       No      No 1308.9879669 31777.2019
4331       No      No    0.0000000 40257.7955
4332       No      No  464.0641049 16670.1528
4333       No      No  570.9163985 46569.1677
4334       No     Yes 1045.3388135 29601.4039
4335       No      No    0.0000000 39134.9319
4336       No      No  642.2562314 29223.9953
4337       No      No  486.8159722 25117.6438
4338       No      No 1082.1198283 43256.4006
4339       No     Yes 1224.6368716 25717.0706
4340       No      No  953.1473563 29328.0392
4341       No      No 1323.1752140 52019.3500
4342       No     Yes  139.1928688 24734.0829
4343       No      No  856.8814510 32449.3113
4344       No      No  311.8892887 46116.1315
4345       No      No    0.0000000 49959.1410
4346       No      No  498.8541547 47736.2368
4347       No     Yes  465.8710734 14519.4734
4348       No      No  892.8202700 45379.8443
4349       No     Yes  456.2406945 17657.6089
4350       No      No  557.2617120 45040.9444
4351       No      No    0.0000000 28094.1571
4352       No      No  138.6207393 50249.4172
4353       No      No  241.1631501 36581.2591
4354       No      No  763.1772393 42481.4988
4355       No     Yes 1195.8138112 19906.7315
4356       No      No  130.9969303 54366.8028
4357       No      No 1253.0413173 32362.6525
4358       No      No 1496.0980423 44309.9029
4359       No     Yes 1071.9552370 19813.9970
4360       No     Yes  724.9047355 16643.1269
4361       No     Yes  194.1850121 20889.8520
4362       No      No 1441.7433586 45037.1677
4363       No     Yes 1678.3820010  8154.2398
4364       No     Yes 2128.4341482 22664.2198
4365       No     Yes 1393.4644210 15573.7931
4366       No     Yes 1437.8303629 23062.4949
4367       No      No 1257.9581073 38532.1922
4368       No     Yes 1329.3983511 15971.5732
4369       No      No  605.1244322 29769.9784
4370       No      No  601.0816652 45607.3469
4371       No      No 1164.5134062 29874.4888
4372      Yes      No 2054.4525275 37366.7651
4373       No      No  701.6328413 43340.9203
4374       No      No  673.0924399 27894.0940
4375       No     Yes 1262.9259194 16935.1931
4376       No      No  357.9963055 30217.0213
4377       No     Yes 1052.5981229 24418.2139
4378       No      No 1234.5124725 50293.4335
4379       No      No 1153.8021942 37552.6216
4380       No      No 1375.2973601 35810.9142
4381       No      No  249.1036852 51051.3358
4382       No      No  874.0314340 39664.9361
4383       No      No  768.1587234 23991.0413
4384       No     Yes 1236.2564230 16389.8638
4385       No     Yes  641.2207571 23265.6924
4386       No     Yes  825.5228817 14539.1620
4387       No      No  931.0411701 42225.3671
4388       No      No  650.0755295 32560.7610
4389       No     Yes    0.0000000 17577.9963
4390       No      No  682.6045089 57553.9766
4391       No      No 1207.1050015 50010.8298
4392       No     Yes  840.2209676 18103.7355
4393       No      No  894.6279058 39027.6303
4394       No      No  711.5258161 35468.3822
4395       No      No 1635.2175690 47669.7420
4396       No      No  740.8693707 46541.2112
4397       No      No  773.4830759 38647.3707
4398       No      No 1142.3263190 45173.3746
4399       No      No  894.1683200 42212.4458
4400       No     Yes   14.0338457 13846.8010
4401       No      No  537.0403329 21364.3105
4402       No      No 1092.5243065 19759.1226
4403       No      No  541.0713808 29807.4056
4404       No      No 1049.0041180 34088.1698
4405       No      No  463.9325612 37842.0478
4406       No      No  214.2726904 56032.6476
4407       No     Yes  997.7624823 13799.5447
4408       No     Yes  938.6842220 18454.3990
4409      Yes      No 1350.6032610 21541.2988
4410       No     Yes  935.7571992  5386.1765
4411       No      No  819.0485492 61602.6367
4412       No     Yes 1669.0910376 16830.7529
4413       No      No  395.8518569 33708.5924
4414       No     Yes  810.5424069 17975.1571
4415       No     Yes   62.2371284 20267.4999
4416       No      No 1133.1125853 23110.6536
4417       No      No  748.4875955 36453.6451
4418      Yes     Yes 1337.2351870 32761.0534
4419       No      No 1138.4309843 36133.6105
4420       No     Yes 1247.4555318 15382.6097
4421       No     Yes  875.9797105 17286.6945
4422       No      No  980.7639386 43650.5345
4423       No      No  238.9815065 30412.7020
4424       No      No  185.0101145 40874.8329
4425       No     Yes  478.9618638 19911.5103
4426       No      No  145.4765901 41196.4202
4427       No      No  339.9590471 36132.8057
4428       No      No  303.9037423 43836.7047
4429       No      No  536.2142781 47956.5246
4430       No     Yes 1219.5814540 12434.0418
4431      Yes     Yes 1926.3715830 17012.4381
4432       No     Yes  460.2023320 14782.4588
4433       No      No  825.2878657 46147.9558
4434       No      No   31.2565457 44970.7680
4435       No      No  535.5848146 51971.7056
4436       No      No  667.7116286 30803.4447
4437       No      No  694.3267591 42041.4566
4438       No      No   81.4229364 51044.4078
4439       No      No 1324.4929495 28691.8366
4440       No     Yes 1587.1329566 25819.4854
4441       No      No  775.0229447 39137.0767
4442       No      No    0.0000000 46542.9853
4443       No     Yes  819.7277126 10175.3100
4444       No      No 1416.2243967 31303.1633
4445       No      No 1005.2938513 34010.2782
4446       No     Yes 1419.3603617 20118.5582
4447       No      No  230.0066559 44232.1385
4448       No     Yes 1559.4578702 20707.3186
4449       No      No  672.7082326 47532.5877
4450       No     Yes  457.2357469  5296.7109
4451       No      No  968.4589678 45299.0008
4452       No      No  257.5463322 29967.2043
4453       No     Yes 1130.5446398 20862.9045
4454       No      No  486.5760502 27687.3412
4455       No      No  207.3038092 49999.4957
4456       No      No  110.9151208 58185.5598
4457       No      No  678.4851464 30196.0457
4458       No     Yes  515.1499965 10214.7053
4459       No     Yes  837.9118858 20984.1791
4460       No      No  709.6172205 34624.8357
4461       No     Yes  745.2824716 17803.7574
4462       No     Yes 1288.3937051 22919.6377
4463       No     Yes  819.7423451 20792.8310
4464      Yes      No 1708.6597203 38203.5095
4465       No      No 1061.6136019 38250.7777
4466       No      No  372.7412499 35570.2118
4467       No      No  883.8678853 42866.3840
4468       No      No    0.0000000 41864.2591
4469       No      No  657.6876177 26454.5858
4470       No      No  221.0238822 42087.0822
4471       No     Yes 1009.8960042  9804.6660
4472       No      No  174.4129448 40282.4875
4473       No      No  358.8483412 44486.9065
4474       No      No  421.7596249 35522.6660
4475       No     Yes 1295.8518440 10987.2652
4476       No      No 1005.1009514 36275.6488
4477       No      No  268.9614828 40733.4680
4478      Yes     Yes 1807.6662181 18166.3227
4479       No      No 1237.8613442 33816.1816
4480       No     Yes  700.1690395 28160.6423
4481       No     Yes 1236.6784372 16298.5681
4482       No      No  354.7025871 29893.0397
4483       No      No  657.0219512 47044.3335
4484       No      No 1444.9225004 54599.1578
4485       No      No 1456.4112542 30332.9860
4486       No     Yes  501.1402608 19467.5376
4487       No     Yes 1155.2221751 18442.3409
4488       No      No  804.4697537 46869.3202
4489       No     Yes 1473.6337129 17816.6209
4490       No      No 1345.3805919 30175.9417
4491       No     Yes  545.6124774 13020.9591
4492       No      No 1134.2798482 37658.2310
4493       No      No  212.3613685 32283.4053
4494       No      No  424.7352349 22327.4342
4495       No      No  658.4636449 39242.7554
4496       No      No 1023.7958847 42335.7372
4497       No      No  815.5669074 31752.0772
4498       No     Yes  953.4217400 14062.0535
4499       No      No  905.6456347 35876.7957
4500       No      No  623.0920540 42035.4526
4501       No      No  287.2001519 45952.7289
4502       No     Yes 1310.7935027 16742.9525
4503       No     Yes 1509.6634017 16777.5623
4504       No      No 1616.1087343 33046.1879
4505       No      No  710.1593099 32649.6199
4506       No      No 1213.6586721 45662.6466
4507       No      No 1004.1168285 52822.4044
4508       No      No   36.3584400 44603.4273
4509       No      No 1349.1923318 51189.1123
4510      Yes      No 1854.6041539 38406.3565
4511       No      No  126.1532047 33964.0506
4512       No     Yes  987.1540956 13002.4856
4513       No     Yes 1127.9939338 15186.8687
4514      Yes      No 1436.3115494 18810.8041
4515       No      No    0.0000000 41564.7698
4516       No     Yes 1068.8607417 20804.3787
4517       No      No    0.0000000 62128.6666
4518       No     Yes  568.9755524 17291.8147
4519       No      No 1608.7454694 41572.2737
4520       No      No  885.0040673 48753.5600
4521       No     Yes  886.9510173 21792.6098
4522       No      No 1358.1324718 49903.5971
4523       No      No  215.7527192 22254.5892
4524       No     Yes  410.4667487 25574.4383
4525       No      No 1146.6140289 40870.9013
4526       No     Yes 1262.3932936 24797.6076
4527       No      No  778.4746661 39360.1641
4528       No      No  444.3040741 43424.9350
4529       No      No  826.9536725 16124.6257
4530       No      No  204.6945960 42076.5761
4531       No      No  819.5307335 38456.6150
4532       No      No 1386.2969643 31739.5132
4533       No      No  698.9032763 28682.9574
4534       No      No  756.4334686 33296.5671
4535       No      No  739.9018425 47349.5320
4536       No      No  220.2291177 37451.0176
4537       No     Yes  458.9677371 18444.2978
4538       No      No    0.0000000 36584.7570
4539       No      No  102.2583724 23476.7454
4540       No      No  215.0681350 47815.5997
4541       No      No  906.0813599 45720.0130
4542       No      No  735.9270010 18373.4865
4543       No      No  944.3217169 34546.1168
4544       No      No 1071.0073694 40758.0020
4545       No      No 1345.4517369 43322.1930
4546       No     Yes  250.1730100 17439.6293
4547       No      No  265.7290045 60182.6772
4548       No      No 1006.0539877 27002.0658
4549       No     Yes 1670.1268946 14746.8926
4550       No     Yes  291.9623649  7105.2920
4551       No      No  381.5209693 31750.7773
4552       No     Yes  851.7297296 14726.3760
4553       No      No 1375.0492240 42557.6891
4554       No      No  816.7337205 40949.3644
4555       No      No  819.0186150 49111.3916
4556       No     Yes 1026.1535605 25393.7688
4557       No      No  853.4381453 58757.6814
4558       No     Yes 1200.3766127 10817.5620
4559       No      No 1037.1348029 43368.2234
4560       No      No    0.0000000 28363.7137
4561       No      No  357.1381462 35623.4653
4562       No     Yes  970.4260895 20569.6400
4563       No      No  812.3479812 33654.6774
4564       No      No   91.9473228 44337.4059
4565       No      No 1396.0379163 46378.7305
4566       No      No   72.6500817 50786.9792
4567       No      No 1168.0925556 27823.4542
4568       No     Yes 1098.4540459 16837.2103
4569      Yes      No 1549.8946734 47916.2949
4570       No      No 1039.0983739 26217.1321
4571       No      No  309.8382150 54945.5817
4572       No      No 1477.5286110 36709.6684
4573       No      No   79.5389497 34417.3757
4574       No      No 1219.3478823 34310.2919
4575       No      No  812.5880324 43980.1400
4576       No      No  557.3749689 35067.2662
4577       No      No 1688.3145567 32723.4516
4578       No      No 1137.7911571 21103.4296
4579       No      No  856.2829599 40394.0496
4580       No      No 1126.4104827 35125.6777
4581       No      No  541.0218143 29519.8802
4582       No      No  682.8796097 43142.0545
4583       No      No  538.9498876 35634.2028
4584       No     Yes 1305.8096986 28929.3847
4585       No      No  735.0188559 25305.2540
4586       No     Yes  344.3089096 14256.2417
4587       No      No 1060.6958124 36920.6824
4588       No      No  848.6763909 38742.0598
4589       No     Yes 1245.2675071 16772.6194
4590      Yes      No 1563.5351979 51704.9200
4591      Yes     Yes 1433.1676352 18087.6864
4592       No     Yes 1238.5895096 10514.8286
4593       No      No  625.6150864 53655.2705
4594       No     Yes 1681.5724648 20059.6748
4595      Yes     Yes 1681.4815058 10155.3240
4596       No      No  602.6381471 70021.6484
4597       No      No  681.2130022 37287.2298
4598       No     Yes  966.0269814 27960.3719
4599       No     Yes  539.1600365 17824.2607
4600       No      No  921.3042946 25350.4002
4601       No     Yes 1325.3469227 21487.6237
4602       No      No    0.0000000 46714.5581
4603       No     Yes  900.2746082 22986.6137
4604       No      No  695.3708301 31779.3967
4605       No     Yes 1270.9964035 15069.0487
4606       No      No 1388.5611394 54935.9412
4607       No      No  635.7416960 21297.1199
4608       No      No  484.5157687 39775.2499
4609       No      No 1185.0962709 42969.7181
4610       No      No  656.9802829 32225.2953
4611       No      No 1084.9256541 36908.6884
4612       No      No 1309.5594495 36851.2691
4613       No      No  847.5306542 40982.4198
4614       No      No    0.0000000 35600.1494
4615       No      No   78.1680828 56254.1753
4616       No     Yes  251.9717446 11757.9633
4617       No      No  871.2313984 31770.6240
4618       No     Yes  918.7587912 14304.5974
4619       No      No    0.0000000 31774.6475
4620       No      No  450.0573591 36121.2374
4621       No     Yes 1079.3728802 14223.2668
4622       No     Yes  320.2304819 14185.2746
4623       No      No  799.3700279 34293.7275
4624       No      No 1206.5921546 25646.0822
4625       No      No    0.0000000 39830.0916
4626       No      No  603.6616705 44663.7361
4627       No      No  672.0628046 33850.9788
4628       No     Yes  959.2223533 16082.4476
4629       No      No  670.4719051 24265.5869
4630       No      No  587.2594598 33732.2162
4631       No     Yes  602.3076763 11019.5869
4632       No     Yes  937.6060593 19962.1980
4633       No      No 1502.7577487 53129.7830
4634       No      No 1063.1556747 34642.0648
4635       No      No  511.6137514 36796.7948
4636       No      No  926.9698728 61937.5697
4637       No     Yes 1004.3646367 13422.3795
4638       No      No  367.6680959 50025.9446
4639       No     Yes  256.7070707 22166.7944
4640       No     Yes 1777.6856508 21573.9000
4641       No      No  717.7428338 49347.0218
4642       No     Yes  532.3821353 17704.8144
4643       No     Yes 1346.6795066 16104.8950
4644       No      No  334.4664195 40156.2445
4645       No      No    0.0000000 36179.8269
4646       No     Yes  774.4984602 10333.8005
4647       No      No  779.2599906 38387.7213
4648       No      No  881.9391119 62222.9807
4649       No      No 1563.2302054 31126.3268
4650       No      No  991.0609685 37597.3231
4651       No      No  430.6510942 38372.0212
4652       No      No  806.3776849 40454.0679
4653       No      No  438.7666361 32762.1862
4654       No     Yes 1457.8588447 17365.5667
4655       No      No  366.2048882 30631.9631
4656       No      No  707.6469316 35268.0174
4657       No     Yes  244.3821578 19773.0725
4658       No      No  903.6157164 20444.4241
4659       No     Yes 1031.4988860 24636.3002
4660       No      No  914.3782799 40659.1260
4661       No      No 1047.2516498 39222.0589
4662       No      No  884.4943566 30520.3533
4663       No      No  434.7788265 39099.0919
4664       No     Yes   36.8440382 16942.3053
4665       No      No  189.3622325 36706.8120
4666       No      No  366.3212813 40904.7636
4667       No     Yes 1092.4645722 14659.7181
4668       No      No  732.7342890 39024.1492
4669       No      No  594.4405256 28723.3419
4670       No     Yes  604.5927000 14896.5919
4671       No      No 1732.8436047 30322.8693
4672       No      No  577.4333324 43585.0441
4673       No      No    0.0000000 38626.4229
4674       No      No   54.6752209 32279.5684
4675       No      No   75.9517639 60826.9940
4676       No      No  550.5327125 27223.8579
4677       No     Yes 1343.8744841 17280.4386
4678       No      No 1350.4288469 26450.2917
4679       No      No  866.3379875 35141.4276
4680       No      No    6.0718924 46930.5752
4681       No      No  501.3451781 45368.2312
4682      Yes      No 1488.4699248 36457.2233
4683       No      No 1462.7867374 60296.3983
4684      Yes     Yes 1567.6792817 19172.6795
4685       No      No  771.7893469 42139.0703
4686       No     Yes 1534.9683999 17084.5811
4687       No     Yes  801.0497163 14679.8334
4688       No      No 1724.3691316 32610.8103
4689       No      No    0.0000000 50258.5389
4690       No     Yes 1277.3743867 19675.1778
4691       No      No  786.9874342 33289.8508
4692       No     Yes  231.7707259 13702.4709
4693       No      No  173.9594605 53965.0512
4694       No      No 1184.9274223 40958.6440
4695       No      No 1308.2067106 32215.5334
4696       No      No  203.3000811 53055.6944
4697       No      No 1092.0988340 32122.0512
4698      Yes     Yes 1902.9695649 12464.3030
4699       No     Yes 1004.4382731 16456.2773
4700       No      No  366.7015515 60456.1178
4701       No     Yes 1148.7338899 23812.6270
4702       No      No    0.0000000 33272.1521
4703       No      No  476.2352711 37627.3500
4704       No     Yes  477.7829458 22753.5955
4705       No     Yes  970.8327560 19096.8894
4706       No      No 1268.5939729 42012.8966
4707       No      No  657.5311129 40807.2813
4708       No      No    0.0000000 47447.7966
4709      Yes      No 1661.7526450 21871.4630
4710      Yes      No 2075.1887545 40882.4942
4711       No      No  915.7715639 24243.1802
4712       No     Yes 1048.2747628 20659.1449
4713       No      No  987.5662506 49542.4042
4714       No      No  535.1353429 44448.6070
4715       No      No 1057.9326013 26628.4407
4716       No      No 1023.1479205 43698.8167
4717       No      No  749.0385161 53711.4605
4718       No     Yes 1143.3290161 17367.9255
4719       No     Yes 1269.2265056 18552.4241
4720       No      No    0.0000000 35282.5673
4721       No     Yes  723.3718471 17623.5857
4722       No      No 1000.3767819 40272.3020
4723       No     Yes 1069.6930583 10722.2495
4724       No     Yes 1391.3350019 18309.4210
4725       No      No 1075.8241707 22982.2266
4726       No      No  548.6453079 38094.4262
4727      Yes     Yes 2109.9993948 17774.5253
4728       No     Yes  649.3601165 10524.3261
4729       No      No  863.1384410 58119.7166
4730       No      No  861.6448507 39272.0090
4731       No      No  567.4891943 22304.5739
4732       No     Yes  642.5364898 14763.3772
4733       No     Yes 1045.6574660 23335.0463
4734       No      No  738.1441283 43693.0664
4735       No     Yes    0.0000000 11537.8932
4736       No     Yes 1137.9541623 22110.9558
4737       No      No  462.6746283 50229.5859
4738       No      No 1006.2015606 42689.2737
4739       No      No  584.1932422 36676.7891
4740       No      No 1314.7652047 30067.4106
4741       No      No    0.0000000 30236.4563
4742       No     Yes 1005.7070062 10887.4999
4743       No      No  113.5712644 32803.8326
4744       No      No  967.7398523 26210.7921
4745       No      No    0.0000000 45486.4587
4746       No      No  651.3251349 51583.2502
4747       No      No 1035.3156446 53066.1049
4748       No     Yes   58.9719451 20914.9310
4749       No      No    0.0000000 60480.5780
4750       No     Yes 1190.0217282 16240.7676
4751       No      No   37.9925364 48739.8354
4752       No      No  652.2666740 48639.4415
4753       No      No 1529.6878575 40977.4139
4754       No      No  626.9285568 42139.1845
4755       No     Yes  756.9956094 26674.3908
4756       No     Yes  496.7969074 21058.9616
4757       No     Yes  396.3480740 19541.0461
4758       No      No 1590.6416414 36242.4970
4759       No     Yes 1331.9805676 20672.3395
4760       No      No   36.0879904 37015.5574
4761       No      No  338.4767539 32666.5125
4762       No     Yes  992.3483203 22324.9956
4763       No     Yes 1123.3400117 20785.6402
4764       No      No  743.6231452 37333.5741
4765       No      No 1111.6915174 43659.0706
4766       No      No  969.6560183 40142.1341
4767       No      No  974.5078184 25346.7782
4768       No     Yes  285.6496186 26874.7546
4769       No      No  596.6200269 30764.6621
4770       No      No 1417.9121132 38015.1664
4771       No     Yes 1055.0173272 24188.0497
4772       No      No 1001.2219708 44801.4010
4773       No      No  771.4410045 44810.2994
4774       No     Yes  672.5680785 22788.3674
4775      Yes      No 1511.6109520 53506.9449
4776       No      No  601.6896467 31522.7848
4777       No     Yes 1316.6520763 12165.7290
4778       No      No  122.0943088 46609.3975
4779       No      No  840.0150181 51350.6377
4780       No     Yes 1765.8939378 18053.4997
4781       No     Yes 1752.7361496 15596.8914
4782       No      No 1147.9780748 40515.6905
4783       No      No 1839.3222077 38104.0911
4784       No      No 1208.3951276 32430.1828
4785       No      No  952.1275301 49137.3957
4786       No      No 1251.1510346 45205.2458
4787       No      No  215.5414226 55278.4327
4788       No      No 1294.4571220 40768.4511
4789       No      No  463.0855991 46760.4959
4790       No      No  815.2441831 26231.4654
4791       No      No  854.5112787 34463.7651
4792       No      No 1062.0587108 35781.1255
4793       No      No 1035.1602356 67450.6881
4794       No      No  880.3965180 60206.0866
4795       No      No  847.4326320 37303.5744
4796       No      No  529.1890785 50195.1130
4797       No      No 1163.0168929 38902.7636
4798       No      No  570.0246843 40987.0623
4799       No      No    0.0000000 29254.8682
4800       No     Yes  673.4736889 20926.4985
4801       No      No 1728.3359763 33488.3044
4802       No      No 1285.8285939 43507.4661
4803       No     Yes 1511.8941971 22794.0711
4804       No      No  676.6846401 24989.8337
4805       No      No 1010.5162857 36298.9950
4806       No     Yes  613.1568831 17665.4777
4807       No     Yes 1134.2960939 18991.8212
4808       No      No  295.8432310 30602.2669
4809       No      No  206.5425226 14909.3671
4810       No     Yes 1194.8845495 18943.4041
4811       No      No 1551.0927390 44596.7459
4812       No      No 1210.1760358 29460.1916
4813       No      No  407.8607445 47826.2138
4814       No      No 1561.9337010 56614.5216
4815       No      No  602.5456297 42798.0788
4816       No     Yes  640.3644640 14938.7666
4817       No      No  927.6691817 39934.1445
4818       No     Yes 1436.6763854 14418.1660
4819       No      No  552.5513185 48267.6734
4820       No      No  839.2218564 43213.6941
4821       No     Yes 1248.9541886 14024.9050
4822       No      No  929.9259221 34535.4553
4823       No      No 1198.8328069 40275.0895
4824       No      No  479.5462007 24805.9234
4825       No      No 1523.3726741 44603.3264
4826       No      No  990.8069149 44966.2067
4827       No      No  890.5655077 14327.9908
4828       No      No  678.4668286 40803.5750
4829       No      No 1462.2231725 29574.2346
4830       No      No    0.0000000 48781.4790
4831       No     Yes  490.3217974 24403.0767
4832       No     Yes 2216.3297527 24737.0818
4833       No      No 1336.3632457 22245.5125
4834       No      No  355.0605964 36888.8343
4835       No     Yes 1094.5216785 15617.5214
4836       No     Yes 1969.4077482 23674.3763
4837       No      No 1274.1596850 41943.6775
4838       No      No  224.1700297 33542.3082
4839       No     Yes  781.4523056 18301.5838
4840       No      No 1360.9529306 46419.8170
4841       No      No  210.7972830 34468.8992
4842       No      No  671.7326056 26431.2726
4843       No      No  275.0634820 28266.1720
4844       No      No  306.1895161 30587.0068
4845       No      No  293.6149670 35945.6603
4846       No      No  394.4129448 52725.1599
4847       No      No 1002.0306414 49319.3386
4848       No      No  357.5171949 29711.3597
4849       No      No  959.0630532 55089.9903
4850       No      No  734.3358294 49128.5378
4851       No      No  325.3312147 32961.6570
4852       No      No  910.4827507 47298.7206
4853       No      No  496.7739601 38316.1354
4854       No      No  416.6325320 53256.2796
4855       No     Yes 1525.1723058 21427.0936
4856       No      No  124.7541714 45763.7922
4857       No      No    0.0000000 52069.2947
4858       No      No  854.9134418 39190.2957
4859       No      No  796.1739999 27278.3969
4860       No      No 1044.8631612 41726.2336
4861       No      No 1690.6680767 55412.7595
4862       No      No  935.7129441 34067.0542
4863       No      No  306.4591959 36812.6260
4864       No      No  698.4405643 21903.0381
4865       No      No  973.9908207 45941.0220
4866       No      No  455.0177823 45611.4765
4867       No     Yes 1133.6996270 26119.3047
4868       No      No  598.1930735 42734.4397
4869       No      No  615.4776410 45792.9000
4870       No      No 1270.1309057 47817.5566
4871       No      No  956.9226131 50834.4083
4872       No     Yes 1095.0768119 18087.7199
4873       No      No  143.5630209 54411.2621
4874       No     Yes  604.0550916 21187.7106
4875       No      No    0.0000000 38954.1075
4876       No      No    0.0000000 37825.2214
4877       No     Yes 1179.9945247 18954.3938
4878       No      No  337.6513682 36787.0196
4879       No      No  855.5967839 40412.7257
4880       No      No  437.5777389 55720.9730
4881       No     Yes  596.8065278 17397.3452
4882       No     Yes 1725.3869537 19915.9295
4883       No      No  619.5406416 39049.5004
4884       No      No  627.9877394 56266.1534
4885       No      No  186.5235201 36717.5146
4886       No     Yes 1093.0275298 12179.0382
4887       No      No  684.2704638 42437.9148
4888       No      No  963.0926687 33110.3041
4889       No      No  190.5034301 53690.5912
4890       No      No   68.3059320 52323.9021
4891       No      No 1336.9698398 33148.7686
4892       No      No  372.4258549 53695.2964
4893       No      No 1095.0282413 36282.4746
4894       No      No  813.1339780 59309.4767
4895       No      No   31.7041229 42191.6592
4896       No      No  655.8320417 37267.5828
4897       No      No 1340.2404293 37464.3188
4898       No      No  881.2565114 41728.8461
4899       No      No  684.7150446 27951.1972
4900       No      No 1158.3798044 61054.7639
4901       No      No  945.2682188 38738.5354
4902       No     Yes  465.5836287 15625.6335
4903       No      No  999.6348552 51385.6997
4904       No      No 1143.6807947 48044.8970
4905       No     Yes  669.3807882 16805.1937
4906       No     Yes  838.9709429 21407.4524
4907       No     Yes 1384.7375970 23083.6671
4908       No     Yes 1401.0731911 21811.2682
4909       No      No 1591.1935826 37501.4869
4910       No      No   54.0505937 46662.1128
4911       No      No  862.9197102 36774.2159
4912       No      No  712.2077207 29546.4899
4913       No      No  908.9265484 40757.0941
4914       No      No  779.0764379 31710.9741
4915       No     Yes   99.3825624 16725.2451
4916       No      No 1081.0013367 32344.5786
4917       No      No 1124.2491348 27521.1516
4918       No      No  923.4065669 33122.2200
4919       No      No 1096.2184696 30653.2628
4920       No      No  999.6678059 51420.9767
4921       No      No    0.0000000 16601.6353
4922       No     Yes  517.8219594 12673.9061
4923       No      No 1461.8874629 38559.0735
4924       No      No  699.0538658 41722.8061
4925       No     Yes 1241.0618983  4664.5650
4926       No      No 1380.7498036 52664.8766
4927       No      No  561.9646064 40555.4076
4928       No      No 1122.7469583 47140.8290
4929       No     Yes  736.2440566 13756.5455
4930       No      No  643.4811548 45925.8867
4931       No      No 1141.1579378 44333.2106
4932       No     Yes 1273.8911367 20104.4302
4933       No     Yes 1306.0465368 20776.3887
4934       No     Yes  840.9889092 15406.2074
4935       No      No  289.2454385 46550.5255
4936       No      No  758.1342851 33220.5755
4937       No      No  930.7169386 46501.2757
4938      Yes     Yes 2177.1508689 17659.7478
4939       No      No    0.0000000 24892.9157
4940       No     Yes  565.8300588 21042.2277
4941       No      No 1076.1265844 23632.5203
4942       No     Yes 1031.8699298 18668.4835
4943       No     Yes  768.4037418 15417.8415
4944       No     Yes  690.4210492 19273.7324
4945       No      No  469.8442413 51308.3185
4946       No      No  617.8600254 50177.7734
4947       No     Yes 1779.0496987 15689.7766
4948       No      No    0.0000000 47669.7041
4949      Yes      No 1928.2802834 35492.1282
4950       No      No 1123.7192597 56217.6849
4951       No      No  794.6461084 41033.5877
4952       No     Yes 1428.0668825 19818.2917
4953      Yes      No 1028.7672066 40346.8333
4954       No      No 1006.2029775 50501.7615
4955       No      No  691.7517135 45420.9691
4956       No      No  524.8381501 41268.4236
4957       No      No  493.9141608 37409.1839
4958       No      No 1520.9804782 37510.5394
4959       No      No  665.0397566 47062.2531
4960       No     Yes 1520.4421011 18462.4307
4961       No      No 1094.7804726 34190.8765
4962       No      No  735.0910408 44933.3232
4963       No      No  681.6935764 33327.1130
4964       No      No  376.0345440 50748.2717
4965      Yes      No 2037.9433537 43016.0722
4966       No     Yes 1630.1995895 14232.6615
4967       No     Yes    0.0000000 21881.7059
4968       No      No  184.4275319 36731.6270
4969       No      No  349.6606656 39391.3223
4970       No      No  673.5552703 49169.7285
4971       No      No   82.7245249 42048.4448
4972       No      No 1247.1206052 50539.9074
4973       No     Yes  640.6395430 29236.6302
4974       No      No  273.4469724 52492.7498
4975       No      No    0.0000000 35377.1407
4976       No      No  803.8311868 33417.7724
4977       No      No 1248.3757490 37469.8646
4978       No      No    0.0000000 40348.3142
4979       No     Yes 1307.2049729 19381.5413
4980       No      No    0.0000000 45793.3930
4981       No      No 1186.0987051 50353.9254
4982       No     Yes 1037.5730180 18769.5790
4983      Yes     Yes 1878.0011459 17473.1840
4984       No      No  736.2348369 36313.6336
4985       No      No  260.1621754 33551.7153
4986       No     Yes 1103.6817818 14225.7213
4987       No     Yes  886.0593168 10378.6423
4988       No      No  221.1637828 43072.8942
4989       No      No 1098.0577509 29402.8731
4990       No      No    0.0000000 38686.6753
4991       No      No  826.9498104 46946.0524
4992       No      No  569.9677215 38982.0174
4993       No      No 1316.0574108 45308.5638
4994       No      No   86.7255187 51257.5835
4995       No      No 1458.8353249 24850.5848
4996       No      No 1243.4513482 41184.8989
4997       No      No  790.7557600 41909.1077
4998       No      No 1997.1728098 50273.6010
4999       No      No  960.9126678 29304.4577
5000       No      No  646.8567437 28836.7571
5001       No     Yes  287.6494893 15441.3667
5002       No      No  630.6653369 56266.7585
5003       No      No  610.5008670 28664.0427
5004       No      No 1224.2294141 34490.2250
5005       No      No  326.8736761 48756.0276
5006       No     Yes  325.2828199 15644.2420
5007       No     Yes  623.7578593 19191.9669
5008       No      No 1394.4767756 44092.5487
5009       No      No  929.0854677 35571.7767
5010       No      No  887.7434110 43478.8852
5011       No      No    0.0000000 26598.6432
5012       No     Yes  127.2227631  9801.5002
5013       No      No  986.3588950 41688.0643
5014       No     Yes 1430.3255018 20846.9633
5015      Yes      No 1026.3588546 56182.1299
5016       No      No  556.0174984 33705.0787
5017       No      No 1018.4362365 53962.2777
5018       No     Yes 1083.7113911 17040.5194
5019       No      No 1602.8069431 34700.2660
5020       No      No  921.3478541 47610.9552
5021       No     Yes  769.4497618 21717.9437
5022       No     Yes  289.8341427 13914.6037
5023       No      No  955.3391649 46310.1075
5024       No      No  387.7866998 38745.3612
5025       No     Yes 1340.9663889 18725.9542
5026       No      No 1252.8940393 35587.7236
5027       No      No  435.3931594 32907.3325
5028       No      No  491.0485061 37219.5211
5029       No      No 1112.5093036 44298.3856
5030       No      No  828.9802098 55696.8037
5031       No      No  568.3520036 38963.9592
5032       No     Yes  672.4104110 16508.4250
5033       No      No  931.7841072 37280.4101
5034       No     Yes  982.7730973 24145.5294
5035       No     Yes  686.5287583 25779.7833
5036       No      No 1069.5269108 34694.0007
5037       No      No  863.9548546 17159.1634
5038       No     Yes  976.4514847 10541.5702
5039      Yes      No 1586.5021990 48925.9334
5040       No      No  544.1262485 49900.5840
5041       No      No  198.9291418 50463.7755
5042       No      No 1026.1940951 35685.4837
5043       No      No 1317.5648641 40731.7640
5044       No      No    0.0000000 33322.4824
5045       No      No  358.6137769 47688.8047
5046       No     Yes 1511.3728798 14982.5985
5047       No      No  359.9166787 52248.1181
5048       No     Yes  529.3431063 17245.8006
5049       No     Yes  888.5648190 21820.2172
5050      Yes      No 1954.3332992 35067.5349
5051       No      No  131.7470760 36947.7786
5052       No      No  518.8990204 46192.5544
5053       No     Yes 1593.3274921 11570.7286
5054      Yes     Yes 1473.0345611 18108.9617
5055       No      No 1527.9247990 44640.7447
5056       No      No 1349.9084793 48103.0308
5057       No      No  371.8818634 46682.5469
5058       No      No  758.0210778 55278.5919
5059       No      No 1306.8320341 57561.4113
5060       No      No  605.8472399 58892.9055
5061       No      No 1085.2438114 21805.7923
5062       No     Yes 1582.2346096 20214.6895
5063       No      No 1078.4834601 40944.2698
5064       No      No  711.6638177 35741.2022
5065       No      No 1204.4591832 39418.7071
5066       No     Yes  885.2098957 18693.7271
5067       No      No 1795.8837113 25878.5193
5068       No      No  230.9162266 36139.4106
5069       No     Yes 1038.5555980 17055.7950
5070       No      No  731.4771282 18843.2713
5071       No      No 1734.2280437 37621.6332
5072       No      No  640.5203498 30327.6077
5073       No      No  218.1148541 38766.1076
5074       No      No  912.3904235 26857.1719
5075       No      No  726.0421485 42272.4378
5076       No      No  408.6190178 35622.5984
5077       No      No  309.7409324 33333.5647
5078       No      No 1392.6193717 54027.1995
5079       No     Yes  587.0449399 15939.8195
5080       No      No  898.2726563 48233.8755
5081       No      No  325.8410056 37392.6815
5082       No      No  896.0271359 30452.0368
5083       No      No  803.7645777 48013.6101
5084       No      No  509.1956334 46368.3941
5085       No     Yes 1031.0177320 16568.6330
5086       No      No  782.4133944 34830.6263
5087       No      No 1168.3774859 42388.1210
5088       No      No  561.6230018 36266.8059
5089       No      No  850.5184574 35683.8323
5090       No      No  752.5102185 18960.3656
5091       No      No  245.5059615 31307.2436
5092      Yes      No 1733.8246787 26330.5117
5093       No      No  590.6660320 59574.2177
5094       No     Yes  711.5828226 17780.7598
5095       No     Yes  831.8453438 19797.3566
5096       No      No 1344.7112815 26215.3918
5097       No      No  224.6911451 55040.6127
5098       No      No  361.7426655 54071.3406
5099       No      No 1322.8109639 48016.6173
5100       No      No 1043.3743966 28079.2627
5101       No      No 1475.5184852 48653.6838
5102       No      No  812.0838869 41821.2998
5103       No     Yes  287.7923623 13060.0086
5104       No      No  775.3097895 38721.2459
5105       No      No  344.6240771 43246.5780
5106       No     Yes  372.4308104 17243.0493
5107       No     Yes 2088.5291087 18078.3292
5108       No      No  946.3981669 30770.0667
5109       No      No  675.3767263 36921.5760
5110       No      No 1012.7684538 36406.2411
5111       No     Yes 1011.9372094 18509.2971
5112       No      No  452.3726509 59429.1231
5113       No      No 1092.4912589 30654.6853
5114       No      No   71.5776898 61588.2545
5115       No      No 1319.0417182 57768.9000
5116       No      No  266.2777587 41204.2950
5117       No      No  370.9636490 25321.3528
5118       No      No  848.7244264 41585.9526
5119       No      No  507.3961316 35353.4055
5120       No     Yes  267.3278291 19698.7139
5121       No      No  420.8993319 39764.7024
5122       No      No  129.5964485 52169.2316
5123       No      No  327.2404373 40061.6245
5124       No      No  678.0711056 63791.8242
5125       No     Yes  199.1270927 19913.6025
5126       No      No 1215.6982445 33598.9708
5127       No      No  460.6815058 37129.2708
5128       No     Yes 1300.7204331  9266.5297
5129       No      No  534.5687080 37281.0402
5130       No      No 1308.5291715 57190.8749
5131       No      No  507.0650320 42753.1919
5132       No      No  197.3272654 24562.1197
5133       No     Yes  819.8342920 16412.9970
5134       No      No    0.0000000 57003.5938
5135       No      No 1489.7803318 30296.6104
5136       No      No  581.5208186 53100.5725
5137       No     Yes  286.2915646 19553.6356
5138       No      No  371.8652201 45949.9142
5139       No     Yes  992.7802211 16585.3243
5140       No     Yes  758.1385236 23758.5776
5141       No      No 1174.1949086 35533.4845
5142       No     Yes 1196.0982644 23851.2214
5143       No      No  613.2314024 34664.5713
5144       No      No  968.9723403 33763.1903
5145       No     Yes 1151.2987164 14384.7671
5146       No      No  848.7027399 35192.8389
5147       No     Yes  989.0907701 20262.0219
5148       No      No   92.7406630 40722.5906
5149       No      No 1654.9341754 33179.7839
5150       No      No  212.4979287 53619.4757
5151       No      No   73.8932348 44308.9054
5152       No      No  692.1552340 37592.2609
5153       No      No  957.5839622 40315.7728
5154       No      No   69.0238775 41566.5821
5155       No      No 1394.1254434 42921.0171
5156       No      No 1317.8664681 36610.8861
5157       No      No  602.0963956 53553.7225
5158       No      No  430.1182212 41105.2876
5159       No      No  211.9830282 33448.2448
5160       No      No  544.1431456 33861.5539
5161       No     Yes  943.8430643 16701.7831
5162      Yes      No 1412.1924484 37283.0081
5163       No      No 1416.4447699 33099.4969
5164       No      No  193.2831647 37376.6497
5165       No      No  857.2364484 67124.0571
5166       No      No 1132.0784822 29715.3049
5167       No      No 1489.3570274 37758.4129
5168       No      No 1527.3593247 33923.5288
5169       No     Yes 1427.0493837 18268.5268
5170       No      No  964.8630373 43744.9834
5171       No      No  326.1509299 32919.9711
5172       No      No  866.2996685 65931.9511
5173       No      No  626.1601542 34007.9083
5174       No      No  836.1928646 43275.1452
5175       No      No  826.5580205 44371.7473
5176       No      No  102.1225226 33300.1875
5177       No      No 1609.2970309 52752.9684
5178       No     Yes  140.4556219 11179.4979
5179       No      No 1147.9806946 20766.3951
5180       No      No  855.2925657 35749.0328
5181       No      No 1682.2018562 36366.9913
5182       No      No  689.8207736 30304.7803
5183       No      No 1706.0463052 32900.7114
5184       No      No  479.5219091 43743.6223
5185       No     Yes  765.3633568 11976.4085
5186       No      No  894.3291029 45250.7303
5187       No      No  993.6470928 26768.9567
5188       No     Yes  378.4925197 18659.7721
5189       No     Yes  576.0650075 13536.6090
5190      Yes     Yes 2113.6297614 21100.7218
5191       No      No  542.6962061 40996.2123
5192       No     Yes  493.6295461 20500.2126
5193       No      No    0.0000000 29322.6314
5194       No      No 1185.5812526 47782.4971
5195       No     Yes 1719.8711194 22431.8580
5196       No      No  495.7500691 44361.3912
5197       No      No  533.8941544 33785.7461
5198       No      No  150.1427055 38610.3773
5199       No     Yes 1298.9014932 14975.2649
5200       No      No  957.2389599 57698.4082
5201       No      No  836.9332916 51031.9398
5202       No     Yes 1400.7028241 23083.2602
5203       No      No  857.3291420 25742.1738
5204       No      No  876.7655553 49291.1666
5205       No      No  979.3167149 27534.9121
5206       No     Yes  491.7043208  8352.2090
5207       No      No 1621.7116428 37970.4740
5208       No      No  643.6155094 44251.0159
5209       No     Yes  343.7986381 19971.7762
5210      Yes      No 1711.1690932 18579.1025
5211       No      No 1170.0274063 33332.6258
5212       No     Yes  638.2043997 14641.3837
5213       No     Yes 1457.8394109 18496.9321
5214       No      No  383.8601550 31749.6784
5215       No      No  618.0316829 44419.5477
5216       No      No  565.2182999 29015.7241
5217       No      No  290.1459587 32862.5553
5218       No     Yes  576.9442788 22800.8671
5219       No      No  633.1271156 54034.3550
5220       No     Yes 1350.6290023 11854.9844
5221       No     Yes  893.5582716 23033.8122
5222       No     Yes  895.3189658 20869.3559
5223       No      No 1470.5724911 44490.3211
5224       No      No  789.2565112 43835.3403
5225       No      No  218.7690046 52074.6627
5226       No     Yes  531.6938027 15794.5816
5227       No     Yes 1268.5378548 21336.8901
5228       No      No    0.0000000 34040.3129
5229       No      No 1046.5628649 26555.4889
5230       No      No  389.9921752 29032.1127
5231       No      No  642.2346279 35800.0838
5232       No      No  391.9899522 35012.8696
5233       No      No 1483.6890108 58310.5123
5234       No     Yes  438.5747709 17439.1150
5235       No      No  897.8616937 47557.5241
5236       No      No    0.0000000 41693.3858
5237       No     Yes  776.6390702 15338.8886
5238       No      No  112.4707089 34320.0262
5239       No      No  634.4777760 56726.1200
5240       No      No  791.9474961 47886.5233
5241       No      No 1088.2853058 43134.5314
5242       No     Yes 2018.3585357 15472.8496
5243       No      No 1470.6352731 40080.2147
5244       No     Yes  611.2088966 19733.2518
5245       No      No 1117.0800284 42388.4156
5246       No      No 1589.9909190 42268.2799
5247       No      No    0.0000000 57898.4152
5248       No      No  636.2386682 39172.3634
5249       No     Yes  714.3971711 17412.7180
5250       No     Yes  946.7796039 12881.4021
5251       No      No  108.0567758 41840.3258
5252       No      No  816.8883528 52492.3459
5253       No      No    5.8838163 45840.4725
5254       No      No  761.7506343 13889.1325
5255       No     Yes 1173.7813430 15823.8055
5256       No      No 1418.4753726 38034.1444
5257       No     Yes  864.3571268 10484.7705
5258       No     Yes 1101.1600920 14307.0011
5259       No      No    0.0000000 46615.6980
5260       No      No    0.0000000 43782.2559
5261       No      No  582.3172218 29239.8461
5262       No      No  369.0504876 38418.8665
5263       No      No  966.0518775 10174.7298
5264       No      No  399.4456151 54329.9229
5265       No      No   51.8884866 41839.1734
5266       No      No  460.8794155 40046.0293
5267       No      No 1139.0127277 36958.5780
5268       No      No  707.5731029 48790.4022
5269       No     Yes 1034.6031514 18614.0375
5270       No      No  118.8698001 42823.5720
5271       No     Yes  461.0043408 15554.0298
5272       No      No 1057.2750000 42731.8764
5273       No      No 1035.4858806 41714.3738
5274       No      No 1010.2795130 34188.9846
5275       No      No    0.0000000 41199.7994
5276       No      No  656.0237254 36349.4370
5277       No      No  539.1375008 23561.4305
5278       No      No 1377.4620613 49406.0727
5279       No     Yes 1322.1459959 21272.5759
5280       No     Yes 1393.5894907 23261.8632
5281       No      No 1324.0139836 45114.7403
5282       No      No 1020.5295573 35652.6635
5283       No      No 2033.5402349 41629.2373
5284       No      No  888.6429126 19942.6029
5285       No      No 1350.1162675 39555.9623
5286      Yes     Yes 1936.0618625 13377.8288
5287       No     Yes 1406.9173640 16427.1008
5288       No      No  282.8381245 29478.1380
5289       No      No  601.0825714 25319.3661
5290       No     Yes 1639.4266084 14682.7767
5291       No     Yes   48.5280959 16647.3062
5292       No      No  324.5045318 51139.8769
5293       No     Yes  886.4015079 13995.8896
5294       No      No  967.4415738 51674.4194
5295       No      No  711.7376077 45419.8819
5296       No      No 1547.8807898 50638.3396
5297       No     Yes 1200.5944446 13772.9891
5298       No      No    0.0000000 45201.1287
5299       No      No 1454.9815887 43821.2213
5300       No      No  355.4423386 46147.5179
5301       No      No    0.0000000 46927.7845
5302       No      No    0.0000000 49784.3364
5303       No      No  282.8653131 39961.0398
5304       No      No  303.7151177 29048.0352
5305       No      No  157.7630016 36206.2857
5306       No      No  300.0004665 41189.4522
5307       No      No  463.9820725 43330.5524
5308       No      No 1654.2349563 39580.1297
5309       No      No  762.5744974 45526.8948
5310       No     Yes 1887.8817158 21901.1825
5311       No      No 1206.2634918 34621.7733
5312       No     Yes  247.6531036 20444.7524
5313       No      No  576.7961199 39209.8329
5314       No     Yes 1214.4083061 18055.2385
5315       No      No  987.7455283 40243.6200
5316       No     Yes 1257.0161300 19247.9006
5317       No      No  524.0856189 40319.1181
5318       No     Yes 1236.2070918 23364.0487
5319       No      No 1008.6750006 68610.4121
5320       No     Yes 1474.7796046 17382.4674
5321       No      No  772.3753146 36997.3367
5322       No      No  701.5525937 39526.5772
5323       No      No    0.0000000 28798.0400
5324       No     Yes 1165.8955114 14969.2872
5325       No      No    0.0000000 28226.5580
5326       No      No 1429.2210482 40564.8863
5327       No     Yes  806.6692357 17359.6748
5328       No      No  528.0893156 46389.3407
5329       No      No  963.4281482 60084.1265
5330       No     Yes  764.5271667 22578.6357
5331       No      No  573.6991370 49465.7548
5332       No      No 1410.3692401 62395.0381
5333       No      No  816.7410271 47272.3336
5334       No     Yes 1220.5249139 12195.3619
5335       No      No  245.4387533 54133.0383
5336       No     Yes 1083.9112819  8584.0776
5337       No      No  485.3488065 14676.2955
5338       No      No  677.7587940 50309.0647
5339       No      No  286.6608747 34499.5326
5340       No     Yes  843.9202067 20754.0242
5341       No      No  831.8366199 41247.6422
5342       No      No 1024.3263769 33832.4896
5343       No      No 1277.1230981 42472.9083
5344       No     Yes 1221.9439110 19127.3502
5345       No      No  967.2492817 27663.1341
5346       No     Yes 1556.9044183 19272.2365
5347       No     Yes  419.7295550 24679.7315
5348       No      No  276.1648843 53625.7141
5349       No     Yes 1407.4972723 14688.3889
5350       No      No 1041.0880233 39515.8430
5351       No      No  182.3254442 39703.2689
5352       No      No  162.2184867 41381.2707
5353       No      No  405.2739806 52571.1841
5354       No      No  887.1583614 51519.1265
5355      Yes      No 1844.8838388 35508.6754
5356       No      No  792.9815259 37549.9500
5357       No     Yes  942.1401049 23835.3855
5358       No      No  938.7858968 14524.3576
5359       No      No   18.9042027 35590.2326
5360       No     Yes  599.4709832 18575.4084
5361       No     Yes  679.8095470 19263.1233
5362       No      No  601.2632926 24400.0963
5363       No      No  132.0810393 51694.7396
5364       No      No  743.0329689 25186.4259
5365       No      No  728.1868975 52515.0675
5366       No      No  467.2475637 33644.2578
5367       No     Yes 1104.9333484 17377.4981
5368       No     Yes  310.1981818 14672.9257
5369       No      No 1575.7127047 45957.2447
5370       No     Yes 1370.2489374 13358.2742
5371       No      No 1593.4328027 73554.2335
5372       No      No  463.0022177 42297.4578
5373       No     Yes  786.1060239 20954.4516
5374       No     Yes  731.5118011 26505.3445
5375       No     Yes  468.2732193 27054.8938
5376       No      No  219.1457095 37993.0437
5377       No     Yes  846.9590700 20659.8533
5378       No      No  702.1592628 57468.4044
5379       No     Yes 1381.6444343 11059.5681
5380       No      No 1455.5058368 33455.0497
5381       No      No 1357.9097176 43377.1122
5382       No      No 1032.6270791 23349.8301
5383       No      No  798.8596367 48336.1293
5384       No     Yes  117.9030818 14649.8581
5385       No      No  234.7436040 27499.9536
5386       No      No  890.2668722 36631.4984
5387       No     Yes  518.4788393 18635.5097
5388       No      No 1124.4959598 31739.5637
5389       No      No 1468.7880554 38521.8702
5390       No      No  938.1061788 13405.2109
5391       No      No  722.0291625 26984.2563
5392       No      No  610.6417080 42899.8481
5393       No      No  407.7713007 18555.3235
5394       No      No 1057.2288172 58133.5278
5395       No      No 1262.4045159 57158.7550
5396       No     Yes 1082.6745448 22417.5561
5397      Yes      No 1969.9429239 29415.7533
5398       No      No  760.0996428 45921.3431
5399       No      No  929.3962543 23133.6598
5400       No      No 1177.2495985 35419.6103
5401       No      No  309.2706808 42226.6513
5402       No      No  981.9439338 38483.5319
5403       No      No  200.1628040 24280.1302
5404       No      No 1630.4830099 54323.4229
5405       No      No  947.2354163 28310.4938
5406       No      No  537.3963542 40828.1401
5407       No     Yes 1292.5687839 14859.2401
5408       No      No  356.8276454 39444.8253
5409       No      No  500.1551170 34437.7069
5410       No      No 1345.7069801 40802.8865
5411       No     Yes 1091.1397560 19990.8353
5412       No      No 1025.5276248 22741.3913
5413       No      No  403.2400249 42993.4364
5414       No      No  699.3426727 36957.6806
5415       No      No 1445.8051637 15666.0574
5416       No     Yes  963.8992578 16561.2556
5417       No      No  542.7656016 52625.4157
5418       No      No  766.9290949 25376.1038
5419       No      No  808.4291276 29212.9047
5420       No      No  736.5367299 46416.1829
5421       No      No 1076.1398232 31845.9515
5422       No     Yes  731.3148595 11510.1515
5423       No      No  236.0037059 38202.5138
5424       No      No 1382.4549525 40394.3086
5425       No     Yes  915.5715469 22586.3383
5426       No      No  176.5969458 48957.7564
5427       No     Yes  639.9996263 19900.0064
5428       No     Yes  950.6780086 20435.8178
5429       No      No 1320.7111152 29105.4424
5430       No     Yes 1203.0293990 15952.4520
5431       No      No 1335.9352539 19482.2063
5432      Yes     Yes 1647.2822477 16154.4623
5433       No     Yes 1434.3864645 15761.6996
5434       No      No  307.4762385 36120.9686
5435       No     Yes 1277.8948999 20649.9300
5436       No      No  998.3930699 46051.9229
5437       No      No  561.3432590 44403.9943
5438       No     Yes 1577.0835806 15230.8206
5439       No     Yes  412.0714443 12588.9711
5440      Yes     Yes 1758.4065708 14272.2738
5441       No     Yes  251.4681938 19373.8880
5442       No      No 1353.1317345 40164.0486
5443       No      No   10.1944567 32641.9326
5444       No      No  933.5547342 33633.1487
5445       No     Yes 1692.7525380 23743.8420
5446       No      No  663.2504792 36276.8640
5447       No      No   51.5304014 36851.9129
5448       No      No  797.7426471 53398.9286
5449       No      No    0.0000000 50243.9312
5450       No      No 1217.0727619 62764.0977
5451       No      No    0.0000000 44980.2930
5452       No      No  741.8446660 45808.5403
5453       No      No  455.1844905 43513.3506
5454       No     Yes 1788.1408216 26228.7104
5455       No      No 1253.7734120 28153.0141
5456       No      No  918.0933737 44112.8102
5457       No      No    0.0000000 30241.9486
5458       No     Yes  699.1734013 17572.8311
5459       No      No  171.9963770 33505.4934
5460       No      No 1326.3488543 46587.0803
5461       No      No 1275.4953031 40026.2860
5462      Yes     Yes 2247.4218893 17926.7230
5463       No      No  993.7721191 52645.6631
5464       No      No  997.3795041 34824.8481
5465       No     Yes  652.3726691 12139.0571
5466       No      No 1124.8861887 41989.0342
5467       No      No 1608.8184475 36721.1035
5468       No     Yes  776.6064730  4755.2522
5469       No      No  845.0207249 33895.2378
5470       No      No  570.0546987 42157.8077
5471       No      No  186.4381344 13325.1213
5472       No      No    0.0000000 48672.9560
5473       No      No 1429.4887160 31995.4880
5474       No      No  295.0566741 39479.7517
5475       No      No  896.5812766 54840.0579
5476       No     Yes 1562.5323238 13754.3341
5477       No      No  889.3087417 33036.2448
5478       No     Yes 1805.6829545 20727.6402
5479       No      No 1334.1059278 43704.4309
5480       No      No  527.9402237 56820.8207
5481       No      No 1282.0769462 52753.0766
5482       No      No  932.8287296 48165.1802
5483       No     Yes 1850.8882472 21575.7633
5484       No      No  455.1907842 36488.1578
5485       No      No  748.2866448 45626.9945
5486       No      No  874.4787423 33485.5205
5487       No     Yes  538.7065362 16350.3602
5488       No      No  841.8517272 48615.0146
5489       No      No 1814.1681949 28322.8392
5490       No     Yes  365.7044087 15953.9756
5491       No      No  401.1807575 39686.6759
5492       No      No 2096.1363914 49992.5298
5493       No      No 1429.8785592 33452.5876
5494       No     Yes 1737.3477150 19202.7102
5495       No      No 1043.3903384 45309.9490
5496       No     Yes 1155.4565481 22194.4779
5497       No     Yes  931.6491130 19179.4468
5498       No      No  146.7554609 49925.0694
5499       No      No 1406.9476517 27667.8360
5500       No     Yes  705.8968256 18447.8761
5501       No      No  641.8039407 32628.6413
5502       No      No  379.6035635 42862.4889
5503       No      No  706.2267919 33920.4570
5504       No      No  577.1319969 43616.0962
5505       No      No   90.9998161 52387.5920
5506       No      No  549.3990418 48424.4044
5507      Yes     Yes 1102.4349821 17391.7796
5508       No     Yes 1228.3387959 18129.6941
5509       No     Yes  974.0143849 20108.1036
5510       No      No  263.6560618 50782.8322
5511       No      No  847.0691474 35581.2901
5512       No      No  835.1918091 39977.1315
5513       No      No  757.9077112 37088.8396
5514       No     Yes 1013.6657657 13821.0901
5515       No     Yes  643.5770009 28765.9105
5516       No     Yes  757.2727635 18876.0892
5517       No      No 1248.2789429 41100.6262
5518       No      No  699.2858502 41475.9821
5519       No      No  866.4026312 18586.7272
5520       No      No  697.6663826 35402.2680
5521       No      No  899.0968928 39630.6388
5522       No      No  674.2046296 46481.9527
5523       No      No  902.9239586 33778.4032
5524       No      No 1591.7558059 46259.6600
5525       No      No  484.2173586 30178.5752
5526       No      No  751.6872866 51327.3173
5527       No      No  604.1949471 38292.7691
5528       No      No  640.6334699 46075.4151
5529       No     Yes  782.4451651 23447.2134
5530       No      No 1026.9551967 40307.0110
5531       No     Yes  862.9022538 16157.8665
5532       No     Yes  780.5121258 14813.3416
5533       No      No  878.0093852 15262.9351
5534       No      No  481.8620283 32928.2390
5535       No     Yes 1579.9900322 13274.7315
5536       No      No    1.6740259 23001.6671
5537       No      No  514.8490253 37656.8479
5538       No      No 2087.6787409 44997.3644
5539       No     Yes  973.5147102 20770.4840
5540       No      No  528.8724969 45235.4972
5541       No      No 1131.4124336 37663.2269
5542       No      No  955.3433705 40368.5979
5543       No      No  759.0322605 45774.3835
5544       No      No 1023.8524137 31492.9984
5545       No      No 1096.0777558 30374.8347
5546       No      No  829.3296907 48734.1662
5547       No      No  792.3568717 39911.4272
5548       No      No  882.2645345 18379.5149
5549       No     Yes  733.8470899 16400.1283
5550       No      No  553.5194362 45385.3113
5551       No     Yes  822.9595949  8918.7025
5552       No      No  493.9599904 34621.7576
5553       No      No   88.2540567 43927.3159
5554       No      No    0.0000000 45077.5746
5555       No      No  611.8257349 21716.5344
5556       No     Yes 1096.6921358 20856.5876
5557       No      No  191.6110706 35119.5814
5558       No      No  447.9581612 54044.8231
5559       No      No 1149.6891879 39974.5630
5560       No     Yes  463.3000047 16416.6127
5561       No      No 1347.6355951 58953.0927
5562       No     Yes    0.0000000 16979.8931
5563       No      No  643.0108474 27735.1582
5564       No     Yes  365.2229558 15375.1517
5565       No      No  289.6815694 45991.0443
5566       No      No  578.2906566 48044.3845
5567       No      No 1186.9327291 51742.5764
5568       No      No  426.0072838 50874.5652
5569       No      No 1115.7387769 48125.6468
5570       No     Yes  932.6958142 18743.3137
5571       No     Yes 1048.4875963 22935.5955
5572       No      No  768.3729470 44405.3087
5573       No      No  785.4947084 50683.1542
5574       No     Yes  865.2058661 22081.5816
5575      Yes      No 1801.8011835 24152.2648
5576       No      No  950.3412748 64396.1653
5577       No      No  787.0429349 46266.9415
5578       No      No  982.8399888 32419.6650
5579       No      No 1175.3895772 35339.5567
5580       No     Yes  887.2848722 13132.9013
5581       No      No  801.9944369 46439.0036
5582       No      No 1096.2467332 42685.1073
5583       No      No  628.8553316 40490.4261
5584       No     Yes  567.7225809 14892.3244
5585       No     Yes  843.0087866 22037.4704
5586       No     Yes 1217.3098752 10520.0431
5587       No      No    0.0000000 10593.9212
5588       No      No 1186.7779512 38581.9279
5589       No      No  439.0438931 40148.1081
5590       No     Yes  778.9993533 10489.5735
5591       No     Yes  742.5493235 24505.0193
5592       No     Yes  763.3376238 15849.8640
5593       No      No  408.1160300 39388.3176
5594       No      No 1071.2583544 36869.0526
5595       No      No 1373.5756013 22182.4166
5596       No      No   52.9180892 30506.3589
5597       No     Yes 1140.4543629 18991.8860
5598       No      No 1162.2992273 47513.1248
5599       No     Yes 1528.4943701 22664.3494
5600       No      No  991.9611672 49910.0969
5601       No      No  592.4323214 32283.2641
5602       No      No  848.3276082 30472.7179
5603       No      No  309.5179821 35293.1936
5604       No     Yes  425.8446454 15324.7580
5605       No     Yes 1268.4861135 19862.0444
5606       No     Yes  898.6319508 15293.8740
5607       No      No  274.9569465 24102.3915
5608       No      No  399.4431280 45360.9323
5609       No     Yes  850.3864062  6389.0706
5610       No      No   92.9000890 43955.8814
5611       No      No  854.0233346 32107.3083
5612       No      No    0.0000000 29721.3419
5613       No      No 1094.8128330 32936.0587
5614       No      No  680.1644594 25391.6331
5615       No      No 1231.3518943 29867.8765
5616       No      No    0.0000000 38228.2602
5617       No      No  830.0460942 51847.1229
5618       No      No 1267.0014444 32752.1937
5619       No      No 1623.6902720 36747.9040
5620       No      No  302.7190177 45260.3977
5621       No      No  439.9619588 28215.4788
5622       No     Yes 1016.8254781 18703.5552
5623       No      No 1421.2047639 47423.7918
5624       No      No  479.6771518 40995.0362
5625       No     Yes  925.8969167 12384.2042
5626       No     Yes 1192.7021594 21597.7517
5627       No      No 1649.9170302 36091.3847
5628       No      No  808.9991026 26379.8867
5629       No      No  752.0562947 49741.4315
5630       No      No  727.1907763 27282.1984
5631       No      No  845.6073100 31633.0873
5632       No      No  445.6618979 46816.1051
5633       No      No 1459.0449664 49753.8049
5634       No     Yes  988.6416096 22085.4508
5635       No      No  796.9912085 25159.5549
5636       No      No  903.4591316 33640.0997
5637       No      No 1163.0839041 45488.7506
5638       No      No 1217.2105275 33865.0506
5639       No     Yes  740.2286772 23469.3875
5640       No      No 1259.4505242 28881.7252
5641       No      No  501.3916860 42856.1900
5642       No      No  808.6118886 48650.4339
5643       No      No  413.8882716 53142.0239
5644       No     Yes  666.4982302 11951.8988
5645       No     Yes  412.1607883 17679.5218
5646       No     Yes  372.6524955 22308.0413
5647       No      No 1235.0766543 48687.5572
5648       No      No  853.2462216 41581.1953
5649       No      No 1911.6685167 52802.0888
5650       No      No  357.9694607 57012.5509
5651       No     Yes  698.1579817 19582.8162
5652       No      No  918.4610912 32468.4507
5653      Yes      No 1741.9149154 35067.4251
5654       No      No  577.4934767 39015.4168
5655       No     Yes 1415.6819944 21856.3209
5656       No     Yes 1524.4868334 15845.8712
5657       No     Yes 1171.4414013 19213.3857
5658       No     Yes  396.8014841 26061.7643
5659       No      No 1236.1581244 19682.7109
5660       No      No 1053.4054947 52921.8538
5661       No      No 1207.0406249 42171.9890
5662       No      No  528.9619452 27065.7053
5663       No      No  662.7032550 48652.1699
5664       No      No  517.2285076 40248.5861
5665       No      No  938.8460043 40914.2282
5666      Yes      No 1823.6365592 44260.1564
5667       No      No  638.7219872 48085.7079
5668       No      No  929.0226144 23889.6801
5669       No     Yes  282.2487063 19809.0987
5670       No     Yes 1429.6093276 14827.8945
5671       No     Yes  672.3581632 24495.0376
5672       No      No  752.4667639 39896.1094
5673       No      No  471.3461270 30337.1412
5674       No      No  270.5857589 44958.6313
5675      Yes      No 2075.3278924 43817.4994
5676       No      No   96.8038991 31371.7261
5677       No     Yes  568.2949510 13286.3505
5678       No     Yes  990.8805619 21164.6640
5679       No      No  284.5609721 45542.1738
5680       No      No  983.8373408 28980.1020
5681       No      No  924.4373405 40987.4862
5682       No      No  857.1531969 31252.6514
5683       No      No  195.0223352 44222.9787
5684       No      No 1046.0089960 45573.3838
5685       No     Yes  933.3504051 15557.6326
5686       No      No    0.0000000 43646.9117
5687       No      No  691.8920905 32512.1954
5688       No     Yes 1097.9696213 16275.6836
5689       No      No    0.0000000 45374.9972
5690       No     Yes  402.9091630 22752.3269
5691       No      No 1230.9031609 44303.1980
5692       No      No  959.4820389 31357.4463
5693       No      No  630.2291255 46713.6304
5694       No     Yes 1353.4930299 16727.6637
5695       No     Yes  603.5751900 15477.3539
5696       No      No  830.2500906 35377.8571
5697       No      No  858.1799645 30892.7358
5698       No      No  380.1735083 37395.7189
5699       No     Yes 1005.8117331 12112.6574
5700       No      No 1027.8253071 33089.4673
5701       No      No  456.0033270 29898.0051
5702       No      No 1043.0978302 30516.2627
5703       No      No  586.9688854 50317.6529
5704       No      No  271.9422082 27790.0693
5705       No      No  419.7290517 37444.5361
5706       No     Yes  597.1123802 12660.8146
5707       No      No  342.9573696 43688.5349
5708       No      No  728.2789548 30028.1801
5709       No     Yes  513.8367632  9879.1152
5710       No      No  795.9586091 22570.4834
5711       No      No    1.9766917 51672.3607
5712       No      No 1355.6412196 36671.6599
5713       No     Yes  319.2626761 24881.3857
5714       No      No 1719.1692407 57866.0588
5715       No     Yes 1191.0855737 20895.4082
5716       No      No  984.4391631 25294.8680
5717       No      No  947.7959041 45284.2059
5718       No      No  949.0387135 47760.4002
5719       No     Yes  219.7286195 18401.9824
5720       No      No 1465.7439313 25521.2699
5721       No     Yes  645.3388269 20122.2023
5722       No     Yes  856.5644805 23199.9770
5723       No     Yes  912.8325373 19467.9793
5724       No     Yes  774.3476913 15147.4051
5725       No     Yes 1376.3400223 17101.4278
5726       No      No  699.6803861 50267.8499
5727       No     Yes  903.4586502 17254.9607
5728       No     Yes 1150.5471858 23705.9534
5729       No      No  751.3387370 42736.4281
5730       No      No  556.0773210 25371.2138
5731       No      No  751.3922405 29875.0469
5732       No      No  425.9869196 39772.7524
5733       No      No  297.6808143 26586.5338
5734       No      No  507.2462937 46106.2333
5735       No      No  865.6970038 33541.0464
5736       No     Yes 1265.5273770 14672.2562
5737       No      No  564.4113065 39643.5363
5738       No      No  621.0412193 50804.6753
5739       No      No 1205.5906902 25920.8606
5740       No      No 1943.9323001 24193.6090
5741       No      No  415.2887519 35790.1309
5742       No     Yes 1169.4204444 19879.2482
5743       No      No  685.6368840 49260.6254
5744       No      No  781.9190194 54925.5078
5745       No      No  651.3743295 44648.6964
5746       No      No  490.2510328 49222.4914
5747       No      No  976.2895424 35909.4383
5748       No      No 1476.8381232 41154.8817
5749       No      No  752.9482339 62329.1213
5750       No      No  511.6059070 29914.1763
5751       No     Yes 1384.3721318 21059.6049
5752       No     Yes 1031.6704462 22440.6220
5753       No     Yes 1491.5074927 23636.1648
5754       No      No  672.2363541 46336.0583
5755       No     Yes  644.4135640 23319.6491
5756       No      No  539.5934291  9950.2294
5757       No     Yes    0.0000000 17648.3556
5758       No      No  919.8126372 44316.3583
5759       No      No 1249.8727936 50418.0445
5760       No      No  539.8053161 35924.6100
5761       No      No 1162.1132602 49255.1443
5762       No      No  944.4502979 47463.3336
5763       No      No    0.0000000 29675.0404
5764       No     Yes 1440.5287949 20882.0173
5765       No     Yes 1558.4719187 17470.4767
5766       No      No  854.1406227 52239.8002
5767       No      No  468.5494575 53273.9190
5768       No      No  902.4974099 56947.8637
5769       No      No  897.2856085 66547.9153
5770       No     Yes  422.1894101 14366.5691
5771       No      No  194.5759668 44543.7810
5772       No     Yes  487.5114038 17713.5887
5773       No      No 1558.8604674 42112.3133
5774       No      No  630.0289508 43547.5422
5775       No      No 1056.6546297 30711.8612
5776       No      No 1712.4700370 40395.3464
5777       No      No   25.6029427 35464.2480
5778       No      No 1384.8505713 40131.4939
5779       No      No  961.3657090 42619.0777
5780       No      No  229.2149740 68145.1337
5781       No      No  778.7915650 53219.5274
5782       No      No  653.4362222 41440.9286
5783      Yes      No  961.4888501 27717.6150
5784       No      No 1084.4575636 33080.9654
5785       No     Yes  869.6677558 20285.2518
5786       No      No  818.3349370 27390.8369
5787       No      No  416.8611818 39672.5173
5788       No      No  250.8352449 58139.0216
5789       No      No    0.0000000 48411.0769
5790       No     Yes  481.5883754 19623.4605
5791       No     Yes 1506.9115126 23375.6459
5792       No      No 1100.0089313 34358.0747
5793       No      No  220.6667528 64467.7334
5794       No     Yes  789.2835878 20370.1737
5795       No      No   41.3591758 47351.8335
5796       No      No  382.9626972 43645.9478
5797       No      No  567.9170514 28875.5218
5798       No      No  244.5090864 33751.2451
5799       No     Yes  815.3415650 26064.3656
5800       No      No  529.0726813 43914.6714
5801       No      No  736.4185577 48660.1511
5802       No     Yes    0.0000000 17744.9300
5803       No     Yes 1260.3411652 11696.6778
5804       No     Yes  708.2135530 12092.3145
5805       No     Yes   99.9976112  4376.8103
5806       No      No 1143.3081801 48630.0338
5807       No     Yes  892.3838609 17841.5227
5808       No      No 1250.0472445 50883.7144
5809       No      No  415.6553667 43389.6607
5810       No     Yes 1058.8673842 16059.8328
5811       No      No  857.6996646 43162.6737
5812       No      No 1429.7672050 37255.9111
5813       No     Yes  322.2668570 19231.9391
5814       No      No  572.1867296 35926.3762
5815       No      No 1438.7584730 24061.6476
5816       No     Yes 1742.8869380 20344.4280
5817       No      No  325.2675938 39431.5354
5818       No      No 1091.4185509 43091.1569
5819       No      No 1252.4095293 53237.1035
5820       No      No  607.4312695 34541.3020
5821      Yes      No 1258.7647939 26331.3724
5822       No      No 1026.7027067 33915.0488
5823       No     Yes  590.5662326  9143.3964
5824       No     Yes 1218.1703465 18918.3771
5825       No      No  260.6188019 42125.1487
5826       No     Yes 1498.0705912 13274.6306
5827       No      No  909.9468758 53430.8954
5828       No     Yes 1167.1105827 18676.5698
5829       No      No  923.6855831 38403.0106
5830       No     Yes 1275.1970779 15793.9092
5831       No      No  709.2575197 23249.9369
5832       No      No  682.9880122 41679.7598
5833       No      No 1355.9618992 25208.0489
5834       No     Yes 1815.8892940 15490.0283
5835       No      No  698.2917247 43876.1619
5836       No      No  189.1298582 28827.2131
5837       No      No 1418.7028403 35619.9667
5838       No      No  670.4225823 53666.1923
5839       No      No  206.0163452 38550.3767
5840       No      No 1616.9621254 47504.6645
5841       No      No  995.5295997 24126.6104
5842       No      No  591.0368363 30834.7118
5843       No      No 1294.9032337 52338.2215
5844       No     Yes 1259.3728126 22361.0547
5845       No     Yes 1313.3526705 17437.6158
5846       No      No    0.0000000 24461.8545
5847       No     Yes  769.4791217 27515.5709
5848       No     Yes  571.5771218 15325.0791
5849       No      No  756.0879108 49163.2233
5850       No      No  183.4286922 39020.2289
5851       No      No 1054.8055891 52290.3407
5852       No      No 1386.2077261 44536.4873
5853       No      No  596.1879849 45929.4492
5854       No     Yes 1029.9169748 16691.8033
5855       No      No  417.5384554 31730.8666
5856       No      No 1218.4213907 40449.3117
5857       No      No  210.7807881 46326.7611
5858      Yes      No 1178.1588583 44437.2021
5859       No      No  997.6251137 30670.9472
5860       No      No  637.9021810 48425.7227
5861       No      No    0.0000000 54245.1198
5862       No      No  350.0518520 48411.9867
5863       No      No 1517.9189584 49400.1708
5864       No      No  190.6411053 31463.4200
5865       No      No  971.5836736 41278.4190
5866       No     Yes  925.3906782 16427.5710
5867       No      No 1637.8399216 34107.0806
5868       No      No  224.5924725 27246.0453
5869       No      No  255.1170310 55980.0740
5870       No      No 1201.0165477 41585.8320
5871       No      No 1075.5701115 51370.2097
5872       No      No  438.4202406 29899.8222
5873       No     Yes 1246.4371784 15756.7182
5874       No     Yes 1655.1128600 17269.7989
5875       No      No 1063.8168016 38457.2493
5876       No      No 1626.5637986 43592.8405
5877       No      No  409.4040200 48746.4344
5878       No      No 1018.6730177 38421.8109
5879       No     Yes 1090.8918824 20421.9577
5880       No      No  324.8854140 36555.3997
5881       No     Yes 1085.1529659 20054.8985
5882       No     Yes  869.7720610 18724.4037
5883       No     Yes  608.8406483 24523.8541
5884       No     Yes 1042.9725645  9595.5876
5885       No     Yes 1276.6677619 19073.1085
5886       No      No  928.0940903 55894.6620
5887       No      No 1592.7639039 35084.0932
5888       No      No    0.0000000 39653.9232
5889       No      No  340.9997980 48058.3832
5890       No      No   81.5318651 40847.8113
5891      Yes     Yes 2145.6076741 23516.1913
5892       No      No  654.4160098 47244.7042
5893       No     Yes 1155.7805771 15146.8965
5894       No      No 1745.3135284 49090.1286
5895       No      No  534.7848919 46138.4318
5896       No      No  584.8374117 39553.1715
5897       No      No 1365.5568509 38511.3198
5898       No     Yes  946.3671498 12532.6575
5899       No      No  263.1902950 34112.4720
5900       No     Yes 1090.9250594 18935.8182
5901       No      No  835.1899280 44678.8318
5902       No      No 1265.5359858 35133.2173
5903       No      No  357.5066215 66404.6831
5904       No     Yes  564.0054409 16502.3374
5905       No      No  817.9277097 59431.8392
5906       No      No 1366.2786210 41192.4627
5907       No      No  836.3431371 34559.1584
5908       No      No    0.0000000 27367.7827
5909       No     Yes  780.2279181 25228.7107
5910       No      No  995.8773192 52860.5849
5911       No      No    0.0000000 22827.1845
5912       No      No  554.3445863 31028.9242
5913       No      No 1204.5788413 39583.1205
5914       No      No 1053.3758785 39612.6719
5915       No      No  821.4988470 39318.4894
5916       No     Yes  470.9123472 24074.3647
5917       No     Yes 1534.8537346 21678.3510
5918       No      No 1177.9768668 50811.7595
5919       No     Yes 1151.8995166 15097.5123
5920       No     Yes  906.4390691 24662.2907
5921       No     Yes 1513.5424367 13246.3753
5922       No      No  740.8851866 34196.0675
5923       No      No 1176.4145117 57318.7020
5924       No      No  208.2950791 37295.8020
5925       No     Yes  375.3063048 19342.1581
5926       No     Yes  953.1305453 18057.7865
5927       No      No  280.9559003 37690.0335
5928       No      No  399.1294716 38004.1050
5929       No      No 1229.8581217 58399.4967
5930       No      No 1740.8641066 46458.6061
5931       No     Yes  795.1395535 24606.1543
5932       No      No  584.8167761 47449.6242
5933       No      No 1140.7482092 39017.0776
5934       No      No 1202.3167221 49914.5220
5935       No     Yes  476.7204658 10516.8697
5936       No      No 1059.8722706 38698.6727
5937       No      No 1367.1086057 36427.4297
5938       No     Yes 1604.7776593 23999.7603
5939       No     Yes 1055.6825372 25109.5085
5940       No      No  367.6116872 44046.0175
5941       No     Yes    0.0000000 18032.0738
5942       No      No  543.8057414 31512.6106
5943       No      No  192.6274629 38042.0184
5944       No      No 1184.8399531 34527.6868
5945       No     Yes 1510.7772329 19491.6941
5946       No      No  801.6399094 37441.7921
5947       No      No  631.0308358 44525.8900
5948       No      No  279.1168757 30144.4325
5949       No      No  674.0325619 54832.6657
5950       No     Yes  957.6302042 15018.9136
5951       No      No  274.4242206 31292.6275
5952       No      No 1044.4498967 43374.0041
5953       No      No  319.8076070 45202.6354
5954       No     Yes  429.2224630 19442.0291
5955       No      No  835.5850236 41032.3713
5956       No      No    2.7889203 54838.8055
5957       No     Yes  867.4416448 16396.6824
5958       No     Yes  271.7309257 14215.0929
5959       No      No  404.1946521 41668.4196
5960       No      No 1572.8111076 18218.4744
5961       No      No  730.6335593 42300.1469
5962       No      No    0.0000000 56610.2365
5963       No      No 1046.1685590 46078.9823
5964       No      No  514.8717738 50339.1918
5965       No     Yes 1181.5860089 22142.0521
5966       No      No    0.0000000 45235.2909
5967       No      No  272.2199278 47757.8244
5968       No      No 1175.1255261 33284.2061
5969       No      No  812.8896264 48563.7998
5970       No      No  571.0415013 40389.4463
5971       No     Yes 1041.1473513 12488.7319
5972       No      No  334.0194949 40916.0332
5973       No      No 1402.6011941 37273.5931
5974       No      No 1569.8703240 55938.7662
5975       No     Yes 1035.9661070 30531.6131
5976       No      No 1376.1132407 63073.4451
5977       No     Yes  668.6422290 20240.9550
5978       No      No    0.0000000 36249.1750
5979       No      No 1112.6556837 35159.2155
5980       No      No  718.5798774 12571.6894
5981       No      No  641.5503677 45574.4996
5982      Yes     Yes 2125.7922021 19539.1486
5983       No     Yes  814.3541028 17973.5092
5984       No      No  904.0336286 18898.3113
5985       No      No  795.4973264 25336.3268
5986       No     Yes 1753.5981440 21130.9186
5987       No      No  284.3956974 60840.8098
5988       No     Yes 1300.8896934 14156.6457
5989       No      No 1237.8433914 31880.1756
5990       No      No  563.4665954 31151.1871
5991       No     Yes    6.7278697 21695.7028
5992       No      No  661.5281862 58519.8598
5993       No      No  630.7148446 53546.5706
5994       No      No  721.1416861 40458.9542
5995       No     Yes  360.0091602 18487.4333
5996       No      No  751.0309852 45581.7189
5997       No      No  572.4682971 52797.4294
5998       No     Yes  242.4629888 23413.3596
5999       No      No  199.4547896 57455.2102
6000       No      No  477.5668171 16978.2711
6001       No     Yes 1184.7250344 19797.7702
6002       No     Yes  604.7587402 19369.3492
6003       No      No  384.3310694 34232.0692
6004       No      No 1399.5735613 23577.7645
6005       No      No  328.7781476 48626.3567
6006       No      No  271.0598661 30465.3076
6007       No     Yes  145.0021215 19927.0921
6008       No     Yes  344.1541116 20439.6881
6009       No      No  985.7527395 22829.5880
6010       No     Yes 1002.4192497 17797.3437
6011       No     Yes 1004.8443235 20249.2074
6012       No      No  483.4158516 53873.5127
6013       No      No 1034.6011624 41252.7283
6014       No     Yes  854.6262002 16322.7226
6015       No      No  796.8367297 29397.8841
6016       No      No  535.6968565 55828.0818
6017       No     Yes 1070.6392612 14833.0292
6018       No      No    0.0000000 30524.7560
6019       No      No 1333.9012057 23261.8465
6020      Yes      No 1114.8321809 39776.9990
6021       No     Yes  793.2480916 24314.6824
6022       No      No  433.9352900 26888.0873
6023       No     Yes 1004.2736464 17069.5236
6024       No     Yes 1112.7011891 20901.2137
6025       No      No  298.7751394 33255.8389
6026       No      No  796.8463462 20078.7892
6027       No     Yes  969.3971625 17686.5620
6028       No      No 1075.1183457 47566.7840
6029       No     Yes    0.0000000 16451.9424
6030       No     Yes   44.6555662 26346.8119
6031       No     Yes 1000.7405859 14689.4947
6032       No      No 1311.9993128 26377.9740
6033      Yes     Yes 2086.5361645 17893.7214
6034       No      No  697.0468594 38743.0932
6035       No      No 1240.6642503 30938.5375
6036       No     Yes  726.7641457 16079.6368
6037       No      No  633.5041872 40571.7665
6038       No     Yes  386.1564320 22527.6472
6039       No      No    0.0000000 34701.1960
6040       No      No  808.5935854 41222.3517
6041       No      No 1384.3924536 35499.5269
6042       No      No  713.0675440 44413.7514
6043       No      No  590.6765328 26673.8476
6044       No      No  294.8446533 41591.7800
6045       No      No  208.0077062 42399.5296
6046       No      No  220.4493279 33213.3249
6047       No      No  773.1726910 49308.1649
6048       No      No 1248.4770584 37204.0735
6049       No      No  634.1866103 32255.9892
6050       No      No  678.1868937 55542.9696
6051       No      No 1252.6214972 27295.5179
6052       No     Yes 1297.2650428 16864.4349
6053       No      No    0.0000000 38870.4968
6054       No      No 1190.7612918 27257.1225
6055       No      No  196.5155620 44226.6318
6056       No      No  619.5592065 33476.6679
6057       No      No  438.6250849 41454.7213
6058       No      No  676.0988601 38571.4138
6059       No      No  589.9141460 49945.3890
6060       No      No 1068.1463501 27859.8644
6061       No      No 1210.4161220 45113.1625
6062       No     Yes  390.3564738  9114.2753
6063       No      No 1505.7071669 35786.3272
6064       No      No  490.0559754 35895.3539
6065       No      No  123.2860681 47467.9590
6066       No      No  563.2864112 51720.9115
6067       No      No  409.1603681 45055.8975
6068       No     Yes  781.6803963 21342.4787
6069       No      No  870.3027256 24263.1274
6070       No      No  509.1560111 47444.1515
6071       No      No 1056.6624844 39255.7633
6072       No      No  394.9902144 41574.8335
6073       No     Yes 1592.0046465 19982.2901
6074       No      No    0.0000000 49250.4641
6075       No      No 1276.4032776 52215.1340
6076      Yes      No 2413.3194489 38540.5727
6077       No      No  210.1232594 58413.1037
6078      Yes      No 2187.2248463 42205.1230
6079       No      No 1159.8419447 43385.0190
6080       No      No 1339.6031773 46442.3538
6081       No     Yes  793.3474509 11495.3931
6082       No     Yes  163.5033913 17545.7266
6083       No      No  867.6294827 43091.9360
6084       No     Yes 1231.0258042 13363.9781
6085       No      No  312.4154887 47118.9994
6086       No     Yes  758.4480112 20936.0686
6087       No     Yes 1035.8234678 13959.4205
6088       No      No  763.7352796 44125.7187
6089       No     Yes  728.5435561 12475.4607
6090       No      No 1066.2965579 42247.7786
6091       No      No  338.7252717 37017.1015
6092       No      No  264.9424906 39317.5739
6093       No      No 1167.3256809 43337.1301
6094       No      No  553.7428862 39653.9831
6095       No      No  485.7928417 38281.3148
6096       No      No  485.9448148 46447.4053
6097       No      No  690.4383031 66807.9363
6098      Yes      No 1588.5262056 38014.5688
6099       No      No  460.4301908 56002.2232
6100       No      No  275.6602150 31259.9782
6101       No      No  336.9071196 41907.7161
6102       No      No  307.6931190 42220.8539
6103       No     Yes 1431.0776945 20576.7799
6104       No     Yes  787.6182494 11928.5552
6105       No     Yes 1660.4040132 18861.1547
6106       No      No    0.0000000 41482.7016
6107       No      No 1744.9358028 43978.1123
6108       No     Yes  758.3096627 12662.1260
6109       No      No 1173.4624661 48396.5048
6110       No      No 1335.5414177 53354.8492
6111       No     Yes 1434.8491640 17459.0313
6112       No      No  591.0666660 43869.3159
6113       No      No  862.7765105 49444.7847
6114       No     Yes 1233.2500106 16076.8543
6115       No     Yes  911.7867777 20928.3924
6116       No      No    0.0000000 43066.2676
6117       No      No  286.9281840 50618.7226
6118       No      No  377.5344919 28045.5951
6119       No      No  811.7924885 36874.6186
6120       No     Yes 1856.6055956 17845.3368
6121       No      No  607.8379922 33737.1755
6122      Yes     Yes 2182.3489537 22037.8597
6123       No     Yes 1406.5676711 23050.8883
6124       No     Yes  662.0906031 16310.7945
6125       No      No  777.0162482 52797.9390
6126       No      No    0.0000000 47236.9738
6127       No     Yes  769.7114996 11262.6385
6128       No      No  970.1847021 38784.4592
6129       No      No  537.9266975 45615.1957
6130       No      No  768.1548836 39701.9349
6131       No      No 1150.0409232 19536.1604
6132       No      No  902.5572891 32765.3881
6133       No      No  442.8275798 42004.1967
6134       No      No  100.8668444 31389.4586
6135       No     Yes  904.0563158 23188.7151
6136       No      No 1396.2637225 24379.0715
6137       No      No 1001.3317446 47640.7370
6138      Yes      No 1631.6156172 38906.9564
6139       No      No  790.7405179 45900.2974
6140       No      No 1097.3930940 46807.0817
6141       No      No    0.0000000 37598.8628
6142       No     Yes 1262.8353847 12406.9989
6143       No      No  738.1929286 54491.1427
6144       No      No  655.2677484 28642.5826
6145       No      No    0.0000000 32944.9958
6146       No      No  638.5403332 20607.4593
6147       No      No  570.9308876 46840.7213
6148       No      No 1056.4436620 31268.7370
6149       No      No 1522.8551547 35805.2560
6150       No      No  977.3215555 35296.2814
6151       No      No  743.5650136 28893.8760
6152       No      No  352.0332779 38259.2241
6153       No      No  318.2094608 48975.3674
6154       No     Yes  674.8509392 15798.1346
6155       No      No  268.9543495 55892.7271
6156       No     Yes 1023.2054785 17694.9656
6157       No      No  718.1569168 42172.0052
6158       No      No  843.2908052 41692.4222
6159       No      No  866.7297850 36452.7221
6160       No      No  449.9493220 38987.0249
6161       No      No  459.1014230 45043.6664
6162       No     Yes  760.2195299 17657.9855
6163       No      No 1160.8276320 26022.9526
6164       No      No 1317.5129866 49285.5455
6165       No     Yes  561.7818671 18470.2826
6166       No     Yes  176.5338346 15175.5860
6167       No     Yes 1059.2363406 12601.4712
6168       No      No  526.7984896 28491.4805
6169       No      No   20.9645038 62862.7518
6170       No      No  528.9424635 42134.2706
6171       No      No 1561.5335302 54594.8467
6172       No      No  963.7228112 47605.7686
6173       No     Yes 1227.3652734 12128.1482
6174       No      No 1209.3773586 35071.3166
6175       No     Yes  671.1758688 17564.9548
6176       No      No  275.6246467 35761.3165
6177       No      No  776.1888730 34140.9804
6178       No     Yes  699.3031150 19789.5307
6179       No     Yes  606.1251346 16957.6488
6180       No     Yes 1231.2129230 20000.0625
6181      Yes      No 1408.4380846 48012.9136
6182       No      No  338.4954707 34332.8432
6183       No      No 1380.4814903 24856.6431
6184       No      No 1316.4218103 45806.9015
6185       No      No 1046.1820449 48752.1318
6186       No     Yes  904.6842550 17281.1192
6187       No      No 1281.5206480 37665.2939
6188       No      No    0.0000000 46597.4951
6189       No     Yes  501.1116447 22393.2731
6190       No      No 1085.9501503 36532.7188
6191       No      No  351.9451074 48726.0477
6192      Yes      No 1803.1702590 36192.6302
6193       No      No  666.6223490 44931.9398
6194       No      No  154.7035840 33162.1932
6195       No      No  360.0891792 44448.9158
6196       No      No  105.4410038 35291.4633
6197       No      No  492.4282925 25848.9885
6198       No     Yes 1232.4224685 24093.2964
6199       No      No 1154.3985295 20457.2208
6200       No     Yes 1113.3269644 14579.6570
6201       No     Yes  699.6980374 22590.6680
6202       No     Yes 1001.7856834 24771.7269
6203       No     Yes 1217.2269466 16449.9990
6204       No      No 1156.9339983 45325.3410
6205       No     Yes 1637.4507138 18766.8552
6206       No      No  824.2414326 53320.2829
6207       No      No  662.3428972 49885.0191
6208       No      No  617.6407642 37604.9336
6209       No      No  271.4519112 34863.1042
6210       No     Yes  688.1812417 18755.9532
6211       No      No  797.7091656 39677.6972
6212       No      No  464.4043311 53215.9316
6213       No     Yes  976.2022175 23191.7707
6214       No      No 1430.7661471 45672.5200
6215       No     Yes 1208.1444824 17721.2937
6216       No      No    0.0000000 41960.1745
6217       No     Yes  402.3587995 15256.4842
6218       No     Yes  824.5143779 15309.2762
6219       No     Yes 1060.8788237 11041.3315
6220       No      No  310.4959193 47427.3291
6221       No      No  691.4184986 40232.6567
6222       No      No   23.1522667 42016.8991
6223       No     Yes  913.2761576 20446.2030
6224       No      No  970.8164382 35835.3551
6225       No      No 1148.4475376 39662.1224
6226       No      No 1638.6870465 38441.1580
6227       No     Yes    0.0000000 19134.4448
6228       No     Yes 1448.9502073 28273.8354
6229       No     Yes 1286.8397563 17464.9935
6230       No      No  762.0735996 48268.5914
6231       No      No  977.5765275 51074.2127
6232       No      No  368.7680524 45647.2976
6233       No      No  267.9593388 46134.6227
6234       No     Yes  503.1563883 18728.2969
6235       No      No    0.0000000 48523.3356
6236       No      No  282.6028771 56118.3224
6237       No      No  748.0570433 47775.1808
6238       No      No  999.6540136 27564.6887
6239       No      No  494.6604960 47035.7547
6240       No      No 1022.6823881 22588.5555
6241       No     Yes 1135.2178707 19062.5969
6242       No      No  707.8023303 40140.8005
6243      Yes     Yes 1954.3216892 17137.4737
6244       No     Yes 1282.3504095  7230.0305
6245       No      No  808.6169215 23519.6726
6246       No     Yes 1219.9337509 21765.3821
6247       No      No  481.8804217 44137.0795
6248       No      No  409.4117491 53624.4577
6249       No      No 1157.2773467 31369.4919
6250      Yes      No 1424.9328900 27668.9522
6251       No      No    0.0000000 58825.6151
6252       No      No  687.0691307 34434.2182
6253       No      No 1435.6629330 31507.0893
6254       No      No  188.5441020 49697.2318
6255       No      No 1084.3874990 34558.6158
6256       No      No  644.6185908 37452.0672
6257       No      No 1345.5631307 38602.1130
6258       No     Yes  733.7194635 27165.4800
6259       No     Yes  744.1780148 20773.6274
6260       No      No    0.0000000 29542.0254
6261       No     Yes 1395.9618816 23717.8511
6262      Yes      No 1920.2423321 57242.9834
6263       No      No  538.4132679 40773.9415
6264       No     Yes  385.6982623 18352.4363
6265       No     Yes 1350.7575769 19692.9188
6266       No      No 1567.7638560 39201.2419
6267       No      No  753.6868883 42230.6478
6268       No      No   72.3719534 28717.9406
6269       No     Yes  675.0360244 21115.7931
6270       No     Yes  980.1643500 13713.5022
6271       No     Yes  910.3836047 19163.8070
6272       No     Yes 1262.8842992 14340.5079
6273       No      No  621.3127192 39372.0772
6274       No      No  643.4026386 50208.8237
6275       No     Yes  728.2592917 13438.9856
6276       No      No  459.2602277 59731.2888
6277       No      No  289.6166642 49066.8337
6278       No     Yes  784.7466141 11642.9223
6279       No     Yes  712.5947732 18441.0261
6280       No      No 1096.0036013 52030.9726
6281       No     Yes  435.4855311 19899.7546
6282       No      No  688.0224701 29019.8179
6283       No      No  599.4283586 36654.6482
6284       No      No   68.7562945 45811.7429
6285       No     Yes  765.1369986 14290.2676
6286       No      No 1273.1245707 57688.5680
6287       No      No 1078.6210609 46060.0848
6288       No      No 1677.3489564 44972.7099
6289       No      No  531.7561839 42365.0737
6290       No     Yes  631.1726124 11075.8941
6291       No      No 1081.4785336 34072.6438
6292       No      No  368.5153456 60953.8248
6293       No      No  343.7269991 38054.5554
6294       No      No 1715.2826889 60137.6337
6295       No      No  450.3355798 20080.1021
6296       No      No  740.5807734 20717.5444
6297       No      No    0.0000000 26237.4743
6298       No      No  475.8690387 35621.6911
6299       No     Yes 1383.7450586 14633.9859
6300       No     Yes  406.4823849 22708.9011
6301       No      No  857.2615657 34406.6108
6302       No     Yes 1637.2352011 16751.1698
6303       No      No 1094.3158715 34854.3424
6304       No      No 1213.1270735 47848.0479
6305       No     Yes 1074.7464064 22729.3087
6306       No     Yes 1010.2126334 13469.8666
6307       No      No  416.1282864 21960.6246
6308       No     Yes  675.8413465 17801.4744
6309       No      No    0.0000000 36338.8485
6310       No      No  867.3041732 29541.0431
6311       No      No  843.9073034 23956.5194
6312       No      No  766.4304300 39078.7970
6313       No      No 1286.5372325 46337.1239
6314       No      No 1142.9351535 34401.6671
6315       No     Yes  925.4112876 15120.3356
6316       No     Yes 1110.4538230 14965.4374
6317       No     Yes  938.6059755 24392.1040
6318       No      No  321.0397429 37026.5872
6319       No      No  943.3876407 39415.5956
6320       No      No  511.5987702 54002.5117
6321       No      No  743.8495986 24303.4676
6322       No      No 1089.5770607 46890.2154
6323       No      No    0.0000000 46275.3635
6324       No      No    0.0000000 31511.6575
6325       No      No 1282.3212474 37437.7110
6326       No      No 1373.7967923 36888.9284
6327       No      No 1228.3342999 43577.6695
6328       No      No 1536.7883119 34734.8639
6329       No      No  735.4704341 53312.5305
6330       No     Yes 1142.4276050 26114.4032
6331       No      No 1490.7150756 36417.4000
6332       No      No  880.0328325 60203.8816
6333       No      No    2.8430148 39923.8193
6334      Yes     Yes 2066.6956026 10470.6360
6335      Yes      No 2343.7975127 51095.2939
6336       No      No  929.7454817 36071.5243
6337       No     Yes  764.6277907 26188.0695
6338       No      No  504.6044952 31870.0183
6339       No      No  685.2069414 40555.7999
6340       No      No  473.0274580 43016.8607
6341       No      No 1302.5534993 32235.0525
6342       No      No  435.0041342 30828.8604
6343       No      No  601.8385009 37697.3701
6344       No      No  456.7636577 50160.6337
6345       No      No 1065.0429180 37747.1041
6346       No      No 1153.3318961 37936.0871
6347       No      No   59.6330015 35709.7385
6348       No     Yes 1106.4306739 16960.6941
6349       No     Yes 1106.4535246 14840.9381
6350       No     Yes  385.4309940 21619.6634
6351       No      No    0.0000000 45025.5116
6352       No      No  727.9574820 53606.9731
6353       No      No 1028.7776089 36276.0851
6354       No     Yes 1035.9166886 10607.9061
6355       No      No  974.5977187 25316.8587
6356       No      No  772.8092199 39944.6072
6357       No      No 1014.9739794 41993.6406
6358       No     Yes    0.0000000 10276.2561
6359       No     Yes 1403.7893407 22893.9605
6360       No      No  580.4233413 25926.2351
6361       No      No  499.5507444 45954.6712
6362       No     Yes  748.2362054 11613.2230
6363       No      No  568.0939695 31392.0669
6364       No      No 1366.7257735 35425.5121
6365       No      No  511.6788941 32693.8509
6366       No     Yes  678.2178753 19979.6940
6367       No     Yes 1692.4205604  7761.3429
6368       No      No  631.8045979 32752.5193
6369       No      No  585.0500546 34297.5653
6370       No      No 1173.4907916 44134.7449
6371       No      No  544.2374276 43306.6211
6372      Yes     Yes 1985.3217387 22248.4027
6373       No      No 1011.0609043 38001.7121
6374       No      No 1231.2145169 48156.3576
6375       No      No  875.8424830 45524.5322
6376       No      No 1516.0653838 59194.2392
6377       No      No  563.1212611 30226.4827
6378       No     Yes 1244.5669270 21717.4759
6379       No     Yes 1215.6434680 16403.6858
6380       No      No 1077.7471273 30133.2576
6381       No     Yes 1393.9163681 16658.4831
6382       No      No  803.5700674 45353.9707
6383       No      No  916.7492378 58469.9336
6384       No      No  147.0493336 52074.5107
6385       No      No  734.4727806 46805.5530
6386       No     Yes  996.2059150 13647.5357
6387       No      No 1883.2002066 47438.2557
6388       No      No 1271.1156977 40578.3162
6389       No      No  173.7334181 32480.5340
6390       No      No 1004.1876645 37132.6572
6391       No     Yes 2033.3624960 18549.7454
6392       No      No  269.3578618 40883.1855
6393       No      No  441.7014360 44227.9103
6394       No      No 1471.6086288 61385.5999
6395       No     Yes 1133.8220040 16602.0280
6396       No      No  843.3526611 51736.9103
6397       No      No  250.4683325 42309.0828
6398       No      No 1569.7282733 30604.2864
6399       No     Yes  995.3471118 11690.7413
6400      Yes      No 1572.3455897 37895.1731
6401       No      No 1570.4161790 49501.8104
6402       No      No  645.9316230 39695.6273
6403       No      No 1001.8530112 32748.6309
6404       No     Yes  905.2312955 15699.8985
6405       No     Yes  859.3796898 19287.5037
6406       No      No 1670.8502849 54442.2662
6407       No      No  391.2566277 33651.4056
6408       No      No  670.0082484 35919.7968
6409       No      No 1036.0538345 44869.4602
6410       No      No  481.9894913 19240.3143
6411       No     Yes  542.7692556 17664.8814
6412       No     Yes  887.2889243 17409.0311
6413       No     Yes 1465.8495540 17678.7363
6414       No     Yes 1545.6374599 13959.9937
6415       No      No  262.7913362 28974.7505
6416       No     Yes  793.7963758 21172.4041
6417       No      No 1192.7661583 45902.5076
6418       No     Yes 1120.3208776 29045.4068
6419       No     Yes  514.1994978 21482.0348
6420       No      No  710.7604275 53050.4854
6421       No      No 1176.2432705 27956.7829
6422      Yes      No 1805.5595880 40119.7878
6423       No      No  124.8284595 39478.3001
6424       No      No 1056.9932389 45489.8967
6425       No     Yes  904.9946707 19108.7423
6426       No      No 1402.1201384 41275.6455
6427       No      No    7.0695303 48711.6375
6428       No     Yes  733.7833904 16124.3542
6429       No      No  612.9606530 43392.8871
6430       No      No  998.7046990 46697.7778
6431       No      No 1078.4570005 33001.1265
6432       No      No  638.4763864 53034.5523
6433       No     Yes  890.0481045 15156.9191
6434       No      No  815.6821325 53817.2798
6435       No      No 1276.9826499 40611.3487
6436       No      No  671.1857708 44120.6417
6437       No      No  818.2843466 48490.8122
6438       No      No 1371.3308989 35820.6298
6439       No      No  897.4957561 47816.4116
6440       No     Yes  699.6964224 17318.8819
6441       No      No  848.9407381 35534.9839
6442       No      No    0.0000000 27297.9095
6443       No     Yes 1660.8610639 13694.8565
6444       No      No 1475.5038468 44769.1221
6445       No      No    0.0000000 22431.4535
6446       No      No 1186.9643559 33439.8364
6447       No      No  844.4038026 36854.6363
6448       No     Yes 1540.3088237 15241.0159
6449       No      No  679.7075809 29534.8215
6450      Yes      No 1650.5780004 31514.2597
6451       No     Yes  614.7838595 18487.2337
6452       No      No 1379.6780438 31766.2936
6453       No     Yes  770.1055385 15284.7199
6454       No      No 1209.5402819 40805.7776
6455       No     Yes 1380.9698186 13633.4335
6456       No      No 1349.1064429 28340.4374
6457       No     Yes 1051.3938528 23520.4260
6458       No     Yes  428.4258221 15446.9580
6459       No      No 1714.1860295 52779.0888
6460       No     Yes 1647.8012827 15392.2130
6461       No      No  482.9758188 47924.6766
6462      Yes      No 2124.6713134 44520.0001
6463       No      No  297.8382216 34549.4626
6464       No      No 1201.3480425 35858.4043
6465       No      No  811.2419476 26448.3285
6466       No      No    0.0000000 36201.5389
6467       No      No  585.8041768 30143.3285
6468       No      No  511.3218550 38510.1609
6469       No      No 1249.1941742 45586.8902
6470       No      No   48.9655503 27069.7398
6471       No      No  863.5747099 32889.3840
6472       No      No 1579.3594654 50216.5716
6473       No      No  800.6093328 50324.5549
6474       No     Yes 1356.5346907 19480.5438
6475      Yes     Yes 1704.5785293 16887.4051
6476       No     Yes  528.5856887 19621.6292
6477       No     Yes 1390.5076660 15885.5108
6478       No     Yes  333.5411962 27321.5578
6479       No      No 1569.5562986 36306.0194
6480       No      No 1509.7808870 43650.4185
6481       No      No  961.2415545 31647.2875
6482       No      No 1443.5074468 47205.3487
6483       No      No    0.0000000 37605.3794
6484       No      No  895.3959518 48939.7357
6485       No      No 1355.8668429 45537.9549
6486       No     Yes  960.1139856 24326.0603
6487       No      No 1164.4764001 36997.7190
6488       No      No  535.1829158 37042.7665
6489       No     Yes 1424.7729274 21852.9299
6490       No      No  773.1724915 50069.2088
6491       No      No  685.1925696 33185.0104
6492       No      No  343.7688061 51626.1357
6493       No     Yes 1513.5415684 23556.6905
6494       No      No  415.0036341 37859.3145
6495       No      No 1034.3601804 25111.2126
6496       No      No 1115.8960084 21646.3059
6497       No     Yes  748.7464309 17440.6266
6498       No      No  291.4087289 54408.7890
6499       No     Yes  453.9297986 12665.3070
6500       No      No  889.5658570 49941.0886
6501       No      No  345.1906244 48111.4462
6502       No      No  393.8285780 28362.6246
6503       No     Yes  991.0939963 16842.4361
6504       No      No    4.4664578 45157.9096
6505       No      No  660.0589187 39163.3273
6506       No     Yes 1168.8684033 18113.3438
6507       No      No  528.8673882 38881.4763
6508       No      No   89.3340477 36515.9816
6509       No     Yes  196.7767287 15858.3533
6510       No      No 1637.3477587 37676.6631
6511       No      No  574.9553577 33517.2110
6512       No      No  969.1349440 29705.0413
6513       No     Yes 1049.2413105 23332.4838
6514       No      No  772.5312697 23222.7398
6515       No      No 1304.0682849 26219.3231
6516       No      No  875.8752694 37160.9608
6517       No      No  587.0745299 34975.9765
6518       No     Yes  495.1361330 15519.4851
6519       No      No  131.6339983 42028.0086
6520       No      No 1333.1821276 19396.0319
6521      Yes      No 1819.2490946 49621.0562
6522       No      No  953.8160755 45281.3699
6523       No      No  327.0385825 51348.9373
6524       No      No  989.6363100 27318.9437
6525       No      No 1109.2214833 56680.1375
6526       No     Yes    0.0000000  9321.4637
6527       No     Yes  635.3946580 18344.0755
6528       No      No  100.0218250 48377.6413
6529       No      No  264.9680541 36842.8227
6530       No      No  465.8456638 52714.0889
6531       No      No 1227.2618004 49697.0462
6532       No      No 1378.6776427 30862.9964
6533       No      No  715.6567217 23266.1357
6534       No     Yes    0.0000000 21719.4548
6535       No      No 1335.2302814 43660.3917
6536       No      No 1576.9036467 35117.8054
6537       No     Yes 1232.5903534 22108.5804
6538       No      No 1613.7141137 47151.6098
6539       No      No  763.7431661 59856.7967
6540       No      No  741.4301590 32951.1794
6541       No      No  325.5865499 45809.9842
6542      Yes      No 1797.7670189 47068.7246
6543       No      No  899.9027004 47093.7384
6544      Yes      No 1605.2145864 26149.1482
6545       No      No    0.0000000 42879.3969
6546       No      No  886.6890235 50507.9308
6547       No      No 1008.2906350 30801.0898
6548       No     Yes 1034.5044531 19105.6282
6549       No     Yes 1125.7345073 23410.0994
6550       No     Yes 1070.9507341 12707.5804
6551       No      No  920.4084978 40536.6425
6552       No     Yes  734.7331649 10816.9498
6553       No      No 1701.6884869 38567.2047
6554       No      No 1453.3161730 29830.0567
6555       No      No  294.0243461 49988.1473
6556       No      No 1302.4791316 43154.3929
6557       No      No 1135.1879844 47075.0323
6558       No      No 1123.6331387 17292.3032
6559       No     Yes  483.1097993 15067.3137
6560       No      No 1669.5026870 30259.2564
6561       No     Yes 1051.3768891 13271.4647
6562       No     Yes  778.3409168 23737.2668
6563       No      No   37.9908485 43787.7819
6564       No      No  599.8796698 51733.8252
6565       No     Yes 1037.6428669 22889.4890
6566       No      No 1187.4636076 37092.5904
6567       No      No 1287.2058955 37135.3639
6568       No      No  599.3803801 58909.3443
6569       No      No  278.0784558 33811.6692
6570       No      No  536.7008086 35786.5148
6571       No      No  626.5147862 55155.0779
6572       No      No    0.0000000 54298.8596
6573       No      No  885.5100067 42683.4797
6574       No     Yes 1314.8417241 15965.4150
6575       No      No  580.1647210 31879.1389
6576       No      No 1144.5305111 40998.9273
6577       No      No    0.0000000 55435.4305
6578       No      No  321.3085814 33136.3365
6579       No      No  776.3958736 49705.8162
6580       No      No  519.3086916 42861.9327
6581       No      No  892.2810718 40492.1006
6582       No     Yes  945.0549545 21095.5382
6583       No      No  840.2368475 24801.3681
6584       No      No  660.5336718 31480.0408
6585       No      No  213.0100740 38950.6001
6586       No      No  506.8241417 50493.0953
6587       No      No  884.6606716 35324.0202
6588       No     Yes  296.4627560 20138.2470
6589       No     Yes  700.0753377 14828.5506
6590       No      No  927.4686850 44308.2823
6591       No     Yes 1172.2734976 22792.6217
6592       No      No  841.5262496 40239.6774
6593       No      No   49.6823973 47026.0385
6594       No     Yes  903.9166521 20246.3932
6595       No      No  600.1827009 50578.0542
6596       No     Yes 1749.1221840 21359.1315
6597      Yes     Yes 1893.0230043 16853.3296
6598       No     Yes 1636.5197247 17533.3422
6599       No     Yes 1533.9119364 16453.8831
6600       No     Yes 1523.7225708 15708.9577
6601       No     Yes 1156.6202001 11102.5681
6602      Yes     Yes 2168.4531961 24648.9799
6603       No      No  456.8307381 39629.5808
6604       No      No 1616.1685864 39654.6189
6605       No     Yes 1311.8600988 15565.1977
6606       No     Yes  437.0682956 21638.9478
6607       No      No  683.1146156 31615.3656
6608       No     Yes 1327.2824390 15819.3593
6609       No      No  797.6309421 54042.3622
6610       No      No  635.7076076 26084.6960
6611       No     Yes 1312.8853195 16221.2029
6612       No     Yes  944.8328467 23323.8227
6613      Yes      No 1838.8713689 32129.3398
6614       No      No  267.3723188 41183.6575
6615       No     Yes  723.5404147 28289.2359
6616       No      No  610.0521709 35855.3879
6617       No      No 1861.3176973 46653.5887
6618       No      No    0.0000000 34882.2285
6619       No      No 1577.9725436 50430.2398
6620       No     Yes  954.1503905 15969.8200
6621       No      No  204.3961996 38979.6239
6622       No     Yes 1109.4682172 21663.1325
6623       No      No  771.2248776 47146.4395
6624       No      No  376.3504440 32168.4422
6625       No     Yes 1523.8800955 19342.9835
6626       No     Yes 1178.2117367 12077.0133
6627       No     Yes 1457.5753806 19668.1578
6628       No     Yes 1292.4473161  8231.0374
6629       No      No 1233.5022215 23031.6009
6630       No      No  542.1405751 22394.1911
6631       No      No 1381.8192693 48394.2896
6632       No      No 1157.7681128 49960.7652
6633       No      No  744.4938745 24506.6782
6634       No      No 1387.4905493 40993.5953
6635      Yes      No 1434.1277157 47311.5304
6636       No      No 1483.5365633 34156.3742
6637       No      No 1340.8931924 31959.9656
6638       No      No  972.0944016 26231.1459
6639       No      No 1511.8793871 36381.2376
6640       No     Yes 1111.9977225 20549.6204
6641       No     Yes 1555.5633520 15957.3288
6642       No      No 1727.3651464 41707.4773
6643       No      No   25.7358489 49089.6041
6644      Yes     Yes 1895.3349330 16394.5081
6645       No     Yes  417.4782570 17787.9478
6646       No      No  247.1990572 37377.3578
6647       No      No   91.3876981 44091.8760
6648       No     Yes  617.0897960 22801.6640
6649       No     Yes  793.3337851 10487.9302
6650       No     Yes 1035.7209657 20393.2700
6651       No      No  826.9817504 35426.1808
6652       No      No 1734.4515639 31578.0050
6653       No      No 1069.6220604 40299.3199
6654       No      No  626.8384282 41334.1835
6655       No      No  932.0569663 45505.3072
6656       No      No 1551.0277314 31768.0306
6657       No     Yes  315.0902684 22551.8912
6658       No      No 1059.3516053 41179.0100
6659       No      No  976.7040479 59291.7226
6660       No     Yes  562.5589369 11524.8104
6661       No     Yes  310.0202771 16382.1529
6662       No      No  936.9447650 40240.4971
6663       No      No    0.0000000 43033.4922
6664       No     Yes  431.1970473 20301.4937
6665       No      No 1411.5487181 42956.6314
6666       No     Yes 1183.4528152 16189.2884
6667       No     Yes 1849.6036659 16966.8859
6668       No      No  391.4820793 45821.6332
6669       No      No   10.8849413 32866.4452
6670       No     Yes  697.2486326 25730.9176
6671       No      No  175.0543370 22644.9959
6672       No     Yes 1094.7405790 19638.2654
6673       No     Yes  134.6240411 19464.2987
6674       No      No 1069.7483318 32441.2820
6675       No      No 1165.8125987 47005.5733
6676       No      No  321.2181021 43257.3535
6677       No      No  178.2750321 35615.9281
6678       No     Yes  953.8584818 18121.1134
6679       No     Yes 1335.8127070 12843.4480
6680       No     Yes  853.5943254 25373.4622
6681       No      No  639.6256747 38660.9232
6682       No      No 1051.8477486 37160.2733
6683       No      No  335.1071558 36374.2144
6684       No      No 1193.7627924 34909.3089
6685       No      No  915.2030835 31422.9455
6686       No      No  426.0870274 15498.8695
6687      Yes     Yes 1805.6183530 19168.0300
6688       No      No  717.4789564 37810.4721
6689       No      No  520.9472873 41039.2825
6690       No      No 1034.8924312 34539.8458
6691       No     Yes 1022.5983363 11739.0960
6692       No      No  617.5914405 43871.6980
6693       No     Yes 1322.1622935 16984.1983
6694       No      No  476.5913949 33760.4583
6695       No      No 1101.0912239 43035.5621
6696       No     Yes 1019.5791124 15833.7907
6697       No      No  329.4482726 43242.8754
6698       No     Yes  949.2338248 25040.7123
6699       No     Yes 1230.7146279 18581.2746
6700       No      No 1252.6530582 35382.1403
6701       No      No    0.0000000 47019.6632
6702       No      No  642.2693048 37752.3846
6703       No      No  512.5135258 44178.8405
6704       No      No 1114.9015518 38155.3684
6705       No     Yes 1742.3465349 10778.1549
6706       No      No  763.0223125 34931.3483
6707       No      No  878.4447309 47722.8103
6708       No     Yes  936.2295509 14217.4015
6709       No      No  585.2377164 40585.7465
6710       No      No  347.6140996 40138.0778
6711       No      No  607.8986423 26117.6652
6712       No     Yes 1251.0857564 21968.2700
6713       No      No  316.5364349 39995.3188
6714       No      No  336.7970403 42880.4643
6715       No     Yes  871.0667958 13144.3656
6716       No      No 1187.9046862 43873.9829
6717       No      No   86.0127900 43467.5027
6718       No      No  737.0417090 27879.6568
6719       No     Yes 1419.8707214 10401.0467
6720       No     Yes  402.5033656 12255.8707
6721       No      No  191.2150007 41921.6829
6722       No     Yes 1836.7800864 15422.2322
6723       No     Yes 1273.1862478 20429.6214
6724       No      No 1037.6006369 40415.8230
6725       No      No  827.5428855 39655.6770
6726       No      No  915.9135902 34934.4824
6727       No     Yes  212.7086441 13155.6721
6728       No      No  941.1681796 58991.8615
6729       No      No  487.4168943 34439.9033
6730       No      No 1889.5247755 32509.6163
6731       No      No  691.2022794 38948.1054
6732       No     Yes  502.6458212 14425.0842
6733       No      No  140.0185757 52099.1163
6734       No      No    0.0000000 36484.5941
6735       No      No  519.4614942 44498.0156
6736       No     Yes 1031.8697977 19322.5524
6737       No      No  939.6693901 47112.7653
6738       No      No    0.0000000 44902.9293
6739       No      No 1093.6849024 39684.4519
6740       No     Yes 1623.3366047 14338.4088
6741       No      No  851.2040106 44905.3253
6742       No      No 1119.7026481 33510.3572
6743       No      No    0.0000000 32720.5717
6744       No     Yes  744.9142665 15711.7164
6745       No     Yes  303.3458684 15220.5993
6746       No      No 1522.7559269 29165.4432
6747       No      No  361.3676099 36533.7104
6748       No      No 1062.7279275 48041.6494
6749       No     Yes 1344.0946787 22012.2931
6750       No      No  387.7319185 55163.7969
6751       No      No  860.0282429 56687.1435
6752       No      No 1637.3579548 46629.9470
6753       No      No  975.1985123 30573.2581
6754       No      No  487.7974797 21418.6947
6755       No      No    0.0000000 49626.4156
6756      Yes      No 1562.4545849 43067.3337
6757       No      No 1399.1261630 26505.0201
6758       No     Yes  542.0640660  9135.8868
6759       No      No  901.0757265 38613.4267
6760       No      No  295.8705689 19054.0305
6761       No      No   90.5614103 50939.5212
6762       No      No  476.1499315 58837.7231
6763       No      No  382.8850624 42620.5302
6764       No      No 1013.9637459 49653.7971
6765       No     Yes  932.6857989 15774.7011
6766       No      No  360.5749488 42217.3829
6767       No      No  727.9636084 40258.7017
6768       No      No  917.9527564 31380.2332
6769       No      No 1567.1653567 38255.0506
6770       No      No 1006.6804881 33348.5754
6771       No      No 1278.9326655 42894.7653
6772       No      No    0.0000000 56493.4861
6773       No      No 1107.4878671 23530.6227
6774       No     Yes 1719.5668507 18696.2987
6775       No      No 1066.1746617 33911.5649
6776       No      No    0.0000000 30172.8106
6777       No     Yes 1296.1035269 15709.4558
6778       No      No  720.2445985 38493.4919
6779       No      No  574.6382233 41914.4695
6780       No      No  241.4300888 34507.7759
6781       No      No  345.1421431 41943.7728
6782       No      No 1341.7034416 53122.0690
6783      Yes      No 1847.7913729 30202.8462
6784       No     Yes 1497.0677674  9030.4026
6785       No      No  503.3912400 29187.4441
6786       No      No 1119.5754493 42280.8090
6787       No      No 1172.4151719 58067.1298
6788       No     Yes 1594.3845864 21514.6028
6789       No      No  566.4438526 36039.3941
6790       No      No  542.4701592 39037.8010
6791       No      No 1086.4209393 38656.6631
6792       No     Yes  995.0394301  8750.5588
6793       No     Yes 1200.8759755 13833.9822
6794       No      No    0.0000000 56895.9620
6795      Yes      No 1508.6492431 37111.3089
6796       No      No 1170.5479457 52358.8009
6797       No      No 1356.7438362 54489.9388
6798       No      No  850.0364106 31522.2347
6799       No      No 1184.1403827 25196.7618
6800       No      No  902.7136645 23847.3923
6801       No     Yes 1597.8909140 24006.1804
6802       No      No 1079.0761225 36636.2800
6803       No     Yes 1503.5784453 18776.5338
6804      Yes     Yes 1570.6587797 16239.1532
6805       No      No    0.0000000 41655.6823
6806       No     Yes  735.5783648 13976.6859
6807       No      No  923.3462318 44670.8642
6808       No     Yes 1269.6782227 13998.3067
6809       No      No  706.4819315 48339.8790
6810       No      No 1146.8753978 64644.9053
6811       No     Yes 1749.5496090 20078.3619
6812       No     Yes  263.4913200 25363.5952
6813       No      No  468.8699085 44285.3201
6814       No      No  443.9130878 35241.9930
6815       No      No  375.7205730 35564.4103
6816       No      No  772.8229977 25556.7572
6817       No      No  750.1395372 17993.8205
6818       No      No  414.8042587 37825.3722
6819       No      No  626.1752277 33930.9750
6820       No      No  645.2012091 44324.2244
6821       No     Yes 1287.2872352 13215.9703
6822       No      No 1391.2611535 51169.3622
6823       No     Yes  601.8046898 16266.3026
6824       No      No 1061.3108744 33942.6197
6825       No      No  272.7504686 42646.7049
6826       No     Yes 1421.7401289 11134.9396
6827       No      No 1065.6268064 36015.6876
6828       No      No 1167.0350589 34467.5429
6829       No      No  949.1290849 28411.6565
6830       No     Yes  565.9887284 18645.9366
6831      Yes      No 1914.1069620 55573.7017
6832       No      No  515.9428051 50678.3369
6833       No      No 1347.4607102 32720.4457
6834       No      No  124.3059108 44464.6358
6835       No      No 1007.2202963 42183.0897
6836       No      No  218.3379599 44179.9465
6837       No      No 1344.5559505 34841.2605
6838       No      No 1063.2195265 27887.2505
6839       No     Yes  624.5431657 14820.4672
6840       No      No  559.8320113 39144.4768
6841       No      No  341.3868405 29326.3392
6842       No      No  574.1644925 44072.0608
6843       No     Yes  734.8982568 11868.0742
6844       No      No  875.2953348 46041.7563
6845       No      No  366.0908026 47096.3781
6846       No     Yes 1009.9938720 19870.5366
6847       No      No  221.9224906 32988.5714
6848      Yes     Yes 1957.1202949 18805.9521
6849       No     Yes 1050.4312910 19246.3331
6850       No      No  612.3249889 55326.4128
6851      Yes      No 1456.9639304 49054.1939
6852       No     Yes 1821.5239175 15802.3893
6853       No     Yes  770.3280295 29059.1447
6854       No     Yes 1269.9062740   771.9677
6855       No     Yes 1923.3819407 12940.2278
6856       No      No  890.7594972 20257.3800
6857       No      No 1341.0547880 33778.1620
6858       No      No  888.2650394 37745.6052
6859       No     Yes 1189.3139585 19545.7271
6860       No      No 1820.5404944 46251.4487
6861       No      No  481.8409362 36377.6474
6862       No      No  432.0920648 56732.7373
6863       No      No  683.9971778 36578.1847
6864       No      No  354.7019532 44412.1939
6865       No     Yes  669.7372373 17109.6305
6866       No     Yes  713.9228744 26049.9756
6867       No      No  597.0416087 31713.0977
6868       No     Yes 1306.4168794 18996.3503
6869       No      No 1991.1355140 30809.6746
6870       No     Yes  717.6328948 19590.9710
6871       No      No  390.6066769 38083.5473
6872       No     Yes 1862.5386590 23839.5725
6873      Yes      No 1143.6805032 37751.0173
6874       No      No  264.3723570 45778.3089
6875       No      No  216.8465333 37160.9411
6876       No      No  686.8929286 51120.8300
6877       No      No 1642.1923186 24444.3122
6878       No     Yes    0.0000000 15587.9006
6879       No     Yes 1218.6492120 19206.1335
6880       No      No 1970.8597609 37905.2526
6881       No     Yes 1151.7333173 23149.5475
6882       No      No  539.0777208 36275.4557
6883      Yes     Yes 2287.1738420 18692.1443
6884       No      No 1218.2458016 56816.8089
6885       No      No  700.4531369 54661.1151
6886       No      No 1167.2316785 30648.4288
6887       No      No 1492.6150281 46174.6980
6888       No      No  666.3947948 34912.3367
6889       No     Yes  636.8988095 23005.5759
6890       No      No  420.7270230 37831.5701
6891       No      No  879.0526491 30633.8419
6892       No      No  376.2411614 25821.1611
6893       No      No  961.4024541 25478.8183
6894       No      No  500.7285411 33406.0541
6895       No     Yes  369.6799323 24834.4176
6896       No      No  719.9380440 31031.2194
6897       No      No 1168.3470046 39275.1935
6898       No      No  600.5380969 39260.3821
6899       No      No    0.0000000 18593.9147
6900       No      No  252.9448968 23443.4165
6901       No      No  676.4308888 53378.9885
6902       No     Yes 1066.8221883 26348.3036
6903       No     Yes 1004.6505774 13869.7521
6904       No      No 1010.4211415 46217.8096
6905       No      No 1260.9312944 27697.3383
6906       No      No  402.6324273 58828.7922
6907       No     Yes  919.4754847  6100.7332
6908       No      No 1004.6538164 42729.1822
6909       No      No  614.5385663 33811.9876
6910       No      No 1358.1097788 50662.8928
6911       No      No  160.5248787 29675.8355
6912       No     Yes 1190.1888292 15860.3267
6913       No      No  262.5992604 48762.2836
6914       No      No  647.9180241 35494.4853
6915       No      No 1574.6512825 30559.5137
6916       No     Yes 1658.6022571 14821.0046
6917       No      No    4.8149087 28714.1354
6918       No      No 1220.3122823 36190.9936
6919       No      No  802.8571022 45806.1992
6920       No      No   81.8744895 35818.2280
6921       No     Yes   70.7336120 17466.1390
6922       No     Yes  962.9057964 22795.0325
6923       No      No  926.6943010 44233.6462
6924      Yes     Yes 1233.4458952 12586.4782
6925       No     Yes  644.1117175  9778.2200
6926       No     Yes 1338.6596592  8078.1760
6927       No      No  740.3867859 46877.9607
6928       No     Yes  901.1865026 19204.7016
6929       No      No  975.3887418 45597.9377
6930       No      No  298.7196152 49585.8713
6931       No      No  591.4980139 29507.4871
6932       No      No  177.0144011 37553.8018
6933       No      No  292.2719769 60582.2262
6934       No      No  625.1918331 32826.4097
6935       No      No  546.9866501 37513.7004
6936       No      No  727.6753323 23515.6109
6937       No     Yes  531.9764082 21357.6322
6938       No      No  311.2127675 51257.8743
6939       No     Yes  703.0630696 17692.6584
6940       No      No 1239.6830677 52241.4557
6941       No      No  810.2788394 51283.1479
6942       No      No  303.4826916 21381.3145
6943       No      No 1372.0357059 36188.2398
6944       No      No 1146.3755626 37053.8285
6945       No     Yes  730.9627524 20097.4009
6946       No      No  807.2192163 42138.6531
6947       No      No  450.4055188 34206.2736
6948       No     Yes  467.9127389 25424.4101
6949       No     Yes  684.8910355 17582.9855
6950       No      No 1013.4692606 38280.9170
6951       No      No  676.6527202 31741.4311
6952       No      No  287.9668874 37409.9778
6953       No      No  816.6489096 52163.7815
6954       No      No 1118.7898343 39111.7923
6955       No      No  532.1536093 43789.3352
6956       No     Yes 1364.2326843 18423.0477
6957       No     Yes 1464.6908706 16542.0451
6958       No     Yes  997.6424040 27054.7274
6959       No      No  335.3400825 41942.7525
6960       No      No 1149.0129580 35310.1295
6961       No     Yes  905.5657992 24032.8005
6962       No      No  649.6732695 32276.4291
6963       No      No  380.1891882 40689.9204
6964       No      No    0.0000000 48303.8715
6965       No     Yes  485.4343175 21278.3408
6966       No      No  649.8419855 54693.1518
6967       No      No  698.5724534 44949.2691
6968       No     Yes 1328.9536693 20666.7028
6969       No      No  609.4776899 41798.2923
6970      Yes      No 1723.1872148 43143.1645
6971       No      No    0.0000000 36581.8039
6972       No      No  594.6012612 36190.7564
6973       No     Yes  875.7129441 18696.9536
6974       No      No  949.3149767 50404.2788
6975       No      No  252.3767271 39723.4837
6976       No      No 1162.5679755 21753.5283
6977       No     Yes 1244.3595626 19232.0474
6978       No      No  578.4955654 46030.8813
6979       No      No  443.9009529 50768.4449
6980       No      No 1316.0892527 41314.1695
6981       No      No  904.4240809 56062.0165
6982       No     Yes 1037.9745947 15580.7689
6983       No      No  842.9856646 42682.1420
6984       No     Yes 1258.5287352 10920.9646
6985       No     Yes  297.3907381 19383.7911
6986      Yes     Yes 1553.3496567 18091.9437
6987       No     Yes  684.9353812 21908.5716
6988       No      No 1265.5012645 32910.3974
6989       No      No  362.6111511 39296.0780
6990       No      No 1532.9162092 22080.9218
6991       No     Yes 1341.6157388 26319.0156
6992       No     Yes 1086.1611077 23576.7867
6993       No      No  496.0017626 32818.1571
6994       No      No 1597.0520835 50827.8075
6995       No     Yes 2092.4585301 14514.7700
6996       No     Yes 1019.9842931 23795.4225
6997       No      No  765.2338783 29096.4173
6998       No      No  928.9649696 46709.4803
6999       No     Yes 1787.2019379 17553.6072
7000       No      No  628.1368037 38436.1915
7001       No      No  351.8203960 30513.5179
7002       No     Yes  265.5039229 23775.4356
7003       No     Yes 1886.5505699  6467.1497
7004       No      No   57.6470492 38218.1845
7005       No      No  933.8270360 57377.4328
7006       No     Yes  996.2320726 10707.9427
7007       No     Yes 1033.0562835 15453.0337
7008       No     Yes  824.5184007 20689.7242
7009       No      No  358.6476417 56331.7788
7010       No      No 1393.3694627 43439.6741
7011       No      No  332.4138259 37129.1512
7012       No      No 1215.0889499 39002.4970
7013       No     Yes 1793.7894047 22740.5486
7014       No      No  874.1742550 33821.9060
7015      Yes     Yes 1893.9429553 12399.1247
7016       No      No 1119.6134260 32213.2290
7017       No      No  234.6993207 28098.8933
7018       No     Yes  874.0171638 24635.3110
7019       No      No 1283.2288866 47514.9934
7020       No     Yes 1326.5580833 25853.1425
7021       No      No 1263.7982419 47203.8203
7022       No     Yes 1145.2790178 12906.2041
7023       No      No 1118.8517381 30558.3839
7024       No      No  753.8322965 46957.2819
7025       No      No 1039.2379096 50653.9138
7026       No     Yes 1947.0726789 13157.9566
7027       No      No  864.7774424 32120.2941
7028       No      No 1165.8518380 48855.5094
7029       No      No 1101.4387964 39045.9939
7030       No      No  438.5165083 36838.8820
7031       No      No  750.7200082 47876.8959
7032       No     Yes  743.4154463 19610.1800
7033       No      No 1371.3510157 34955.4079
7034       No      No  673.3842033 34891.5428
7035       No      No 1208.2205723 36402.7452
7036       No     Yes  483.4205666 12596.9340
7037       No      No 1394.0797539 27179.4288
7038       No     Yes 1405.3171738 17933.2370
7039       No      No  736.3926729 32026.9640
7040       No     Yes 1167.3490904 16356.9306
7041       No      No 1031.8699325 46725.3740
7042       No     Yes    0.0000000 17189.3714
7043       No      No    0.0000000 51226.7616
7044       No      No 1334.9507305 51086.4446
7045       No     Yes  997.9362831 25788.3632
7046       No      No  419.4445698 47155.6922
7047      Yes     Yes 1806.9218457 11506.2178
7048       No      No  474.4953960 43522.4624
7049       No     Yes  531.3584198 11420.5687
7050       No      No  880.5810244 49547.1760
7051       No     Yes 1491.1661050 18171.6222
7052       No      No  976.9028073 32837.1655
7053       No     Yes  642.3822859 13563.4633
7054       No     Yes 1670.8299911 11385.8803
7055       No      No 1285.3712790 39925.2034
7056       No      No  199.5945257 27579.3534
7057       No      No   66.5131134 29670.6988
7058       No      No  577.5319564 22111.8669
7059       No      No 1142.6163071 42053.5705
7060       No      No  767.1392121 49171.9782
7061       No     Yes  851.3383722 22829.0248
7062       No      No  683.9421408 35232.8352
7063       No      No  485.4404311 38656.4546
7064       No      No    0.0000000 49772.9747
7065       No     Yes  915.1476615 21545.7174
7066       No      No 1143.5295623 38663.2286
7067       No      No  365.2423298 27027.4081
7068       No      No  661.1041871 42945.5703
7069       No      No  964.7660193 49646.8066
7070       No      No 1044.7868891 41148.5401
7071       No      No  201.8074002 71878.7726
7072       No      No  655.6622473 54844.2047
7073       No      No   10.9057992 48181.6892
7074       No      No  528.4044347 41066.7319
7075       No      No  728.3560585 32388.6158
7076       No      No  938.3867636 18594.1280
7077       No     Yes  359.9363755 26500.2087
7078       No      No 1185.1493654 32467.4177
7079       No     Yes  811.0466954 21263.0991
7080       No     Yes 1089.8314538 15056.0779
7081       No     Yes  288.3188143 18356.5652
7082       No      No  351.9591074 29281.0307
7083       No      No  977.1955021 58658.7502
7084       No      No  919.6724049 40573.1794
7085       No      No  800.2433379 19051.3240
7086       No      No  771.8254969 40520.8094
7087       No      No  585.8693130 67100.6852
7088       No      No 1077.8123794 26518.0803
7089       No      No  907.3067584 28461.2937
7090       No      No  838.0179110 42232.9415
7091       No      No 1006.9349313 25733.3478
7092       No      No  712.4120489 42352.0915
7093       No      No  508.4532442 31966.4009
7094      Yes      No 1476.5097822 42984.4129
7095       No      No 1224.4712385 37088.0532
7096       No      No  636.3093440 50040.4198
7097       No      No 1609.6988151 60123.6273
7098       No     Yes  885.2125320 11774.4166
7099       No     Yes  137.0393722 10994.7941
7100       No     Yes  988.8956298 19449.1792
7101       No     Yes  563.2901332 22323.8335
7102       No      No  309.7823539 33671.5626
7103       No     Yes  821.2572882 17347.4395
7104       No      No  434.1899042 42205.2649
7105      Yes     Yes 1321.5353791 23735.1599
7106       No      No  549.8538372 50084.3895
7107       No      No 1170.0190216 48445.2169
7108       No      No 1238.3718871 42321.5272
7109       No     Yes    0.0000000 15698.9812
7110       No      No  803.9462560 42286.2878
7111       No     Yes 1456.0059611 15069.8829
7112       No      No  954.3305900 27180.5460
7113       No      No 1224.9307114 44002.6545
7114       No      No  796.3908026 47600.4945
7115       No      No  461.0262193 15755.6472
7116       No      No  468.2857768 23336.0300
7117       No      No  321.0127629 30275.5419
7118       No      No 1653.4347094 44965.0324
7119       No      No 1190.5362189 41630.2828
7120       No      No  178.0473468 35401.7090
7121       No     Yes 1447.8567823 24669.8420
7122       No      No    0.0000000 56043.9102
7123       No      No  282.3076802 38099.1433
7124       No      No   28.7388025 41809.2042
7125       No     Yes 1279.3168061 17837.0346
7126       No      No    0.0000000 36061.7008
7127       No      No 1470.3481489 49018.8018
7128       No     Yes  405.5682901 20523.9123
7129       No     Yes  509.1722947 19962.8179
7130       No      No 1207.1508422 29875.3790
7131       No      No  546.3750599 37524.4343
7132       No      No   86.9186580 34638.9039
7133       No      No  418.8238889 56320.6339
7134       No      No    0.0000000 56412.0075
7135       No      No   41.6514375 47522.0237
7136       No      No  906.7458077 38881.0111
7137       No     Yes 1499.8563487 25156.7364
7138       No      No 1561.6313193 32952.8408
7139       No     Yes 1615.5048020 19566.1580
7140       No      No  766.0960211 41435.5919
7141      Yes     Yes 1807.7058441 21849.4816
7142       No      No  594.9167826 43152.5332
7143       No      No 1458.6756468 57786.3231
7144       No      No  901.2885090 44594.3480
7145       No      No   32.9935989 31644.7706
7146       No      No 1050.2685248 59401.1957
7147       No      No 1329.0967623 60321.6132
7148       No      No  410.9356245 39076.2728
7149       No      No 1591.8282897 27668.4418
7150       No      No  561.9897454 40446.0088
7151       No     Yes  592.1700026 18684.2356
7152       No      No  624.6963964 30763.4651
7153       No      No 1433.7404968 39445.0841
7154       No     Yes  635.3621561 13912.2185
7155       No      No  982.9687181 50700.1739
7156       No      No  877.4158794 22997.9450
7157       No      No  433.4299707 49209.2564
7158       No      No  951.3130442 25540.8160
7159       No      No  205.0062644 36554.6265
7160       No     Yes 1214.7833467 11789.4498
7161       No      No  974.8972056 26921.3659
7162       No     Yes  470.1071813 16014.1133
7163       No      No    0.0000000 30684.7306
7164       No      No 1666.2242299 34918.4325
7165       No      No  798.6598947 17463.0214
7166       No      No  286.2674216 47960.4382
7167       No      No  908.5726294 48426.9274
7168       No      No   78.7464414 41335.2625
7169       No     Yes 1051.4259647  6583.8744
7170       No      No 1301.1582955 28673.6460
7171       No     Yes 1506.6916753 20680.1826
7172       No      No    0.0000000 29901.3994
7173       No     Yes    0.0000000 15759.9152
7174       No      No  182.8909632 21286.8500
7175       No     Yes 1468.9693547 15977.6626
7176       No      No 1291.2443383 42098.4789
7177       No      No  608.9583159 24975.6464
7178       No      No  713.7206102 17753.7673
7179       No      No 1446.6467042 28951.7274
7180       No     Yes  889.2928430 14273.2937
7181       No      No 1219.6344600 47936.3068
7182       No     Yes  533.0075803 20556.4172
7183       No      No 1024.1438218 45585.9688
7184       No     Yes  510.2960401 19682.5608
7185       No      No  797.3475885 35177.4100
7186       No     Yes 1686.6088740 22175.1316
7187       No      No  530.5473292 44627.5626
7188       No      No 1332.5310714 36974.6082
7189       No      No 1401.3468096 31403.0655
7190       No      No  586.8113871 40353.3505
7191       No      No  628.4195457 34756.2476
7192       No     Yes 1193.3079292 16430.0160
7193       No     Yes  666.4243840 19177.6794
7194       No     Yes 1017.6671198 13553.0914
7195       No      No  648.3446128 18843.6062
7196       No      No  952.1388230 28642.3638
7197       No     Yes 1492.0658538 11615.9835
7198       No     Yes  171.5988951 24809.1145
7199       No     Yes 1231.2810943 15716.5323
7200      Yes      No 1833.6465483 43539.7843
7201       No     Yes  633.1704436 23694.3252
7202       No      No  655.2077278 30593.1476
7203       No      No  331.4070861 20588.1719
7204       No      No 1213.3626420 33527.4888
7205       No      No  881.6498549 50114.7005
7206       No     Yes 1799.3618759 14250.1994
7207       No      No 1165.9365040 42252.2627
7208       No     Yes  758.6734779 24166.7623
7209       No      No  269.2901413 43778.7329
7210       No     Yes 1043.8809836 27380.4701
7211       No      No  893.1145504 43511.6522
7212       No     Yes  728.4671377 15958.7470
7213       No      No  413.7521931 44803.3603
7214       No      No   97.2648758 37468.1802
7215       No      No  765.0464862 44870.6843
7216       No     Yes 1054.4850536 10997.4041
7217       No     Yes  649.5307450 13408.6629
7218       No      No  742.3840999 34265.3623
7219       No      No 1016.4637019 49635.1049
7220       No      No  636.3043098 52011.0692
7221       No      No  976.4285332 31897.5660
7222       No      No 1197.8180511 37487.6505
7223       No      No  483.4548791 44281.3466
7224       No      No 1239.4923892 40312.2302
7225       No      No  942.3873550 34685.8680
7226       No      No  712.1312457 48835.9929
7227       No      No  214.9817904 46693.9377
7228       No      No  558.3388574 38284.6755
7229       No     Yes 1134.5597310 20964.2127
7230       No      No  523.6476518 37590.8199
7231       No      No  593.1607864 46475.0313
7232       No     Yes  868.7125196 13025.5250
7233       No      No  607.7211365 41791.8877
7234       No      No 1059.8041007 64315.0262
7235       No     Yes    0.0000000 29106.5837
7236       No      No 1141.7438168 45455.1631
7237       No      No 1127.2595556 47545.8468
7238       No      No  456.9152179 42506.8632
7239       No     Yes  385.3975215 13739.1661
7240       No      No  705.9967717 53423.1498
7241       No      No  742.5622239 48207.6151
7242       No     Yes 1310.3997338 24267.7778
7243       No      No  670.9824681 55003.0913
7244       No      No  441.7254656 39307.5040
7245       No      No 1075.7184306 38020.7236
7246       No     Yes  675.2406919 18827.7819
7247      Yes      No 1377.6800197 41435.2695
7248       No      No  302.3999089 32048.7422
7249       No      No  910.2307775 46274.3436
7250       No      No  812.5282385 58338.9258
7251       No     Yes 1298.5162655 18755.7676
7252       No      No  679.8276669 43692.5364
7253       No      No 1187.2839284 56503.5729
7254       No     Yes  813.1853163 24823.7992
7255       No     Yes  893.7084711 16399.7785
7256       No     Yes  894.6573347 23656.8418
7257       No     Yes    0.0000000 18495.7798
7258       No     Yes 1179.1612048 16923.4025
7259       No      No 1067.3790344 56291.6020
7260       No     Yes 1291.6071418 16114.0243
7261       No      No  119.4719259 47761.1500
7262       No      No  343.7242848 53705.4596
7263       No      No 1699.3015722 29196.0819
7264       No      No 1558.5969853 38880.4449
7265       No     Yes 1455.5046232 13555.3357
7266       No      No 1079.3727439 66134.7179
7267       No      No  508.1530596 52772.2615
7268       No      No  965.0127556 32549.5515
7269       No      No  553.6490192 47021.4918
7270       No     Yes  920.7789671 14194.8692
7271       No      No  637.3381071 49657.3943
7272       No      No  744.4402059 40280.2670
7273       No      No 1529.1526519 43826.2913
7274       No      No  755.3569917 53091.5153
7275       No      No   69.5617975 49074.2476
7276       No     Yes 1567.2119821 15877.7865
7277       No      No  429.3525330 17208.7140
7278       No      No 1348.3035545 39165.6592
7279       No      No 1068.1079716 37863.4478
7280       No      No 1074.7914006 25715.1775
7281       No      No  395.8846020 34555.8270
7282       No      No 1047.1367705 46567.9250
7283       No     Yes 1518.6296398 18925.4900
7284       No      No  964.0462535 46501.9112
7285       No     Yes 1099.5429040 25314.8449
7286       No      No  737.1769582 54160.8579
7287       No      No  587.7538164 38885.6592
7288       No      No 1177.0883775 29949.4978
7289       No     Yes 1182.0000816 18102.8337
7290       No      No  351.2888006 30345.6989
7291       No      No  658.0236327 30391.6318
7292       No     Yes    9.5140329 24581.9771
7293       No      No  515.5802807 43509.0440
7294       No      No  312.1276970 37743.5081
7295       No      No  820.6918521 28064.7322
7296       No      No 1498.5650363 39948.9780
7297       No      No 1090.5479698 20027.7564
7298       No     Yes  717.3391896 18382.1872
7299       No      No  631.5969082 30517.2294
7300       No      No 1118.9298028 49988.0913
7301       No     Yes  496.5163137 12862.0266
7302       No     Yes  524.1735101  8272.0903
7303       No      No 1021.2200999 47650.0025
7304       No      No  749.8830655 28580.9219
7305       No      No  181.7244389 36858.0587
7306       No      No 1555.8361842 30110.9603
7307       No      No  895.7466750 35531.8371
7308       No     Yes  400.9045488 20912.2886
7309       No      No  540.2375040 32931.8754
7310       No      No  403.8100343 40535.1662
7311       No     Yes 1218.5431649 14063.1169
7312       No     Yes 1252.3441714 17621.5296
7313       No     Yes  384.5909324 21364.2301
7314       No      No  319.0300660 27401.1168
7315       No     Yes  850.8392962 19413.2039
7316       No      No 1072.8226212 54527.9793
7317       No      No 1637.3194538 43364.9561
7318       No     Yes  600.9563131 21613.9136
7319       No      No 1014.7251928 40223.9927
7320       No      No 1311.4512791 47805.7978
7321       No     Yes 1084.5429805 17410.8466
7322       No     Yes 1302.0867478 21949.2769
7323       No     Yes  329.7858539 16476.9869
7324       No      No  625.8463055 34245.8429
7325       No     Yes  777.6427309 18190.6453
7326       No     Yes 1161.8811007 13499.8301
7327       No      No  138.5885867 38437.9919
7328       No     Yes  740.0578820 24710.1190
7329       No      No  824.9879770 42408.8955
7330       No      No 1292.1601611 39387.6882
7331       No      No  528.0608252 34016.8887
7332       No      No  708.8518240 36322.3491
7333       No     Yes 1066.1942407 16736.4338
7334       No      No 1072.5727745 38483.4617
7335       No     Yes 1315.4762717 27959.6435
7336      Yes     Yes 1988.8697472 17762.8659
7337       No      No  416.2293097 35580.5557
7338      Yes      No 1721.4349183 41999.7033
7339       No     Yes 1706.7604372 21127.4824
7340       No      No  707.4436697 42656.6491
7341       No      No  249.1121284 46332.3667
7342       No      No  446.8616771 49645.3457
7343       No      No  764.8068030 33127.1560
7344       No     Yes  824.1233648 25108.7663
7345       No     Yes  786.9150381 12881.6893
7346       No      No  308.0062759 37361.7751
7347       No      No 1733.8953612 47872.6210
7348       No      No  996.8525108 49954.7041
7349       No      No    0.0000000 52632.3299
7350       No     Yes 1070.3320993 20053.0285
7351       No      No    0.0000000 39329.8082
7352       No      No 1250.6796534 37012.4076
7353       No      No 1753.9151462 43855.8331
7354       No     Yes  425.4199728 18109.3207
7355       No      No 1056.8244199 37994.9695
7356       No     Yes 1546.5818322 14981.1687
7357       No      No  330.3242892 55734.0457
7358       No      No 1080.1555641 35471.9868
7359       No      No  691.1683584 42342.3507
7360       No      No  584.2234605 38683.3749
7361       No     Yes  681.9722899 19925.4444
7362       No      No  999.4856455 37919.0213
7363      Yes      No 1757.7384995 51991.4635
7364       No      No 1185.7368269 24265.4359
7365       No     Yes 1770.5255703 17447.1269
7366       No      No  149.8225500 33948.8663
7367       No      No    0.0000000 36708.3573
7368       No      No  771.0160219 47614.7382
7369       No      No    0.0000000 56982.5059
7370       No      No  607.0946322 27145.6375
7371       No      No  306.6580976 30135.6288
7372       No     Yes  364.8266997 22122.5211
7373       No      No  814.6935220 39020.8977
7374       No      No 1656.0380474 29816.0502
7375       No      No  125.9377001 44260.4818
7376       No     Yes 1766.6497736 15423.4373
7377       No      No 1593.8379190 30570.1611
7378       No      No    0.0000000 30131.9758
7379       No     Yes  210.8979227 19075.2070
7380       No      No  449.1416064 40992.3027
7381       No      No 1125.3020935 33408.6603
7382       No      No 1529.1431395 43125.1233
7383       No      No  483.6375266 47517.6550
7384       No      No  570.9834124 40580.9092
7385       No     Yes  989.0542835 17276.4439
7386       No      No  896.7344228 21627.4525
7387       No     Yes 1533.8989857 10488.4126
7388       No      No 1357.6932507 25389.8307
7389       No      No   40.3011123 33656.7165
7390       No     Yes 1014.8911291 15253.3116
7391       No     Yes  594.3105933 14159.6418
7392       No      No 1038.3228710 45057.6420
7393       No      No 1423.3844016 48315.0073
7394       No      No  601.7770832 15298.2132
7395       No      No  947.5977921 34869.1269
7396       No      No  296.3554370 24625.8852
7397       No      No  633.8504298 29213.3758
7398       No     Yes 1154.4463674 14301.1571
7399       No      No  504.6153595 56623.0103
7400       No     Yes 1176.9345252 19829.2265
7401       No      No 1001.3202381 41063.1973
7402       No     Yes 1352.2928262 23660.6548
7403       No     Yes 1060.0600720 18617.2181
7404       No      No 1371.7032752 48298.5445
7405       No      No 1015.9691132 37952.9643
7406       No      No 1171.4115901 52278.2442
7407       No      No 1021.2836078 50389.6207
7408       No      No 1743.0992381 31438.5920
7409       No      No   84.3492472 59022.1766
7410       No      No  879.4171517 35228.1106
7411       No      No  820.9453030 34064.6737
7412       No      No 1085.8983683 29771.0646
7413       No      No  648.3648681 40276.5718
7414       No      No    0.0000000 27614.4993
7415       No     Yes  313.3960316 18071.6880
7416       No      No  477.5507621 24273.4186
7417       No      No  403.2683085 38629.9474
7418       No     Yes  864.9479861  8624.2207
7419       No      No  502.0259542 31574.7125
7420       No      No  971.8148887 35583.1905
7421       No      No    0.0000000 49606.9952
7422       No     Yes  823.4713732 12331.9162
7423       No      No  969.8063054 60396.7892
7424       No     Yes  881.2654050 15275.4206
7425       No      No 1315.1914892 42694.9751
7426       No      No 1149.6599563 34635.1377
7427       No      No  943.5662471 31377.9428
7428       No      No  270.0725934 36833.6451
7429      Yes      No 1392.5997532 37620.2413
7430       No      No    0.0000000 30836.4405
7431       No      No  939.6424061 38395.6138
7432       No     Yes  838.9784353 21176.4792
7433       No      No  142.6144048 34695.1159
7434       No      No 1493.0338971 30848.6191
7435       No      No 1193.4065544 55017.4626
7436       No      No    0.0000000 19572.3001
7437       No     Yes 1078.5142592 20073.3552
7438      Yes     Yes 2461.5069787 11878.5570
7439       No      No  614.1406212 17472.9149
7440       No      No  872.1227091 43154.7200
7441       No      No  880.0472807 45092.5924
7442       No      No  433.4001126 25085.0701
7443       No      No  618.1270378 29836.2857
7444       No      No 1115.1543135 38623.5482
7445       No     Yes  327.4198831 14938.9444
7446       No     Yes  888.7186748 15037.6083
7447       No     Yes  995.9150546 24897.1732
7448       No      No 1219.3901027 42549.9136
7449       No     Yes  984.3611537 16577.8319
7450       No      No  980.3971031 41753.0760
7451       No      No  422.4516417 34797.7965
7452       No     Yes  311.3218640 22648.7634
7453       No     Yes 1019.6477551  2702.9823
7454       No     Yes 1250.9728289 19275.2540
7455       No      No 1042.6991886 10693.6216
7456       No      No  436.5756274 22389.4634
7457       No      No  698.0748280 37027.8161
7458       No      No  296.8818307 43136.5617
7459       No     Yes  610.1853688 19010.1258
7460       No      No    0.0000000 38686.5814
7461       No     Yes 1230.9575080 20573.7863
7462       No     Yes  712.0267045 17273.1159
7463       No      No  772.4056333 39023.4916
7464       No      No  175.1677608 53019.4230
7465       No     Yes  124.8712711 20886.4962
7466       No      No  423.3376968 60170.5745
7467       No      No  364.7738836 31857.1807
7468       No     Yes  851.9759048 14170.9223
7469       No     Yes 1619.7141514 21781.9406
7470       No      No 1200.9467584 47636.8596
7471       No      No  765.1320369 39600.4846
7472       No      No 1343.9549219 26365.5263
7473       No     Yes 1669.7631120 23741.5106
7474       No      No  266.7593210 25864.9390
7475       No     Yes 1039.9094190 21212.6827
7476       No      No  246.7564139 37138.3863
7477       No      No 1282.5675710 36558.8379
7478       No     Yes 1070.3204645 12756.7605
7479       No      No  766.5125244 43426.8308
7480       No      No 1102.9243090 57828.1788
7481       No      No  924.9593298 26332.2096
7482       No     Yes 1034.9023912 15945.1399
7483       No      No 1807.6886670 40731.5164
7484       No      No  520.6546128 39914.9190
7485       No      No 1018.7699693 35813.4207
7486       No      No 1281.6751718 41481.3210
7487      Yes      No 1621.5757849 36577.8462
7488       No      No    0.0000000 40772.9269
7489       No     Yes 1848.8266177 18128.5696
7490      Yes     Yes 2117.1206139 12143.4748
7491       No      No 1002.1441243 44445.5273
7492       No      No  551.1858718 36603.9753
7493       No     Yes  149.1541000 22802.8197
7494       No     Yes 1360.8656327 22310.9295
7495       No      No 1136.1484369 38474.6137
7496       No      No  717.6673898 27956.2735
7497       No     Yes  651.5487845 23374.8330
7498       No     Yes  604.5743501 16153.4143
7499       No      No  759.0904065 41891.8576
7500       No      No 1204.9578110 24788.7679
7501       No      No  796.2572608 33760.5183
7502       No      No  506.4623208 36596.1267
7503       No      No  160.0124036 48121.1810
7504       No      No  339.6911806 49109.3614
7505       No      No    0.0000000 35288.3351
7506       No     Yes 1344.7093588 17318.8399
7507       No      No  368.0861670 51601.3608
7508       No      No 1005.1293395 43501.6965
7509       No      No  712.8636656 47454.7444
7510       No      No  384.5278841 25950.2676
7511       No      No  512.6564669 43846.9797
7512       No      No    0.0000000 37112.5978
7513       No     Yes  721.5173197 18310.9455
7514       No     Yes 1458.8934615 21186.5630
7515       No      No  388.6092291 23040.4417
7516       No      No  516.1096447 48303.8010
7517       No      No  575.7546157 26757.5793
7518       No      No    0.0000000 26100.7519
7519       No      No 1440.3924204 46113.2685
7520       No     Yes 1136.4007561 24962.8491
7521       No      No  326.5194320 20310.4525
7522       No      No  837.2091498 38032.9563
7523       No      No 1324.8425804 41590.3352
7524       No      No  244.9357790 27369.0105
7525      Yes     Yes 1875.4588946 17820.4633
7526       No      No    0.0000000 30287.4903
7527       No      No 1793.2906118 45117.3819
7528       No     Yes 1874.4945009 19592.0699
7529       No      No 1036.9855990 46388.6245
7530       No      No   91.4152843 46468.7880
7531       No      No  438.8123997 39390.7255
7532       No     Yes 1371.0938679 16204.7690
7533       No     Yes  950.7767872 17711.7418
7534       No      No  370.0009349 39286.6137
7535       No      No  688.9057615 43606.9237
7536       No      No 1452.3289802 37691.7702
7537       No      No  641.9084171 45107.4317
7538       No      No  618.1391643 50146.4292
7539       No      No  516.4497663 41922.8885
7540       No     Yes  720.4352399 24582.8807
7541       No     Yes  485.0148907 23261.3309
7542       No      No  929.7554006 30908.8982
7543       No      No  591.7871599 46381.2373
7544       No     Yes  753.3835736 12258.6045
7545       No      No 1255.4259417 17917.7948
7546       No      No  694.5387626 42855.5653
7547       No      No  431.1598940 51727.5403
7548       No     Yes   23.2060517 22196.6534
7549       No     Yes  584.5762328 16639.6558
7550       No      No  877.0294572 35054.9489
7551       No      No 1300.2969237 51338.8574
7552       No      No 1049.9274274 25445.9201
7553      Yes      No 1099.0577013 42590.8945
7554       No      No  763.7737643 60938.6641
7555       No      No  506.7765142 40625.4875
7556       No      No   41.2797280 52066.1473
7557       No      No  789.6399004 44073.2467
7558       No     Yes  867.4707644 11905.6790
7559       No      No 1352.2909303 33077.0888
7560       No     Yes    0.0000000 20217.0909
7561       No      No  337.8749093 30090.5305
7562       No      No  660.2448420 40885.8469
7563       No      No 1144.4817931 45548.3804
7564       No     Yes 1075.0927644  7031.2946
7565       No      No  535.8972417 43917.5687
7566       No     Yes 1170.2246243  8747.4727
7567       No      No  922.1241069 48137.3717
7568       No      No 1064.0871722 34677.9318
7569       No     Yes 1294.2857022 17444.6036
7570       No      No  845.7367046 34676.2642
7571       No      No  212.6477409 29592.1709
7572       No      No  501.2866489 36154.6527
7573       No      No  463.0454558 35621.0804
7574       No     Yes  722.2273331 18487.0406
7575       No      No  724.2055922 36489.6905
7576       No      No  209.0427889 40075.9841
7577       No     Yes 1108.6240988 18761.7671
7578       No      No    0.0000000 60203.5960
7579       No      No  960.0680599 23482.8356
7580       No      No  685.3419782 51856.8910
7581       No      No 1446.6046062 45552.0099
7582       No      No 1187.6566839 46731.5549
7583       No      No 1073.0258193 39553.8313
7584       No      No 1608.6833496 40078.2204
7585       No      No 1160.1332217 32978.6596
7586       No      No  621.1492608 15546.7690
7587       No     Yes 1367.4296310 23617.6124
7588       No     Yes  909.1019937  7283.7631
7589       No      No  524.4167931 41535.3247
7590       No      No  654.4936185 12696.8032
7591       No     Yes 1010.5761241 20982.9703
7592       No     Yes  130.1477105 15174.6730
7593       No      No  150.6636179 42800.6969
7594       No      No  584.8383476 41447.4135
7595       No     Yes  771.2950140 15594.0119
7596       No      No 1363.4816642 35359.7540
7597       No     Yes  414.8064509 18832.0342
7598       No     Yes 1647.0045728 16614.8042
7599       No     Yes  562.8425912 19669.7693
7600       No      No  843.7009112 50891.6733
7601       No      No  455.3763360 36590.5504
7602       No      No  459.4239213 49958.7568
7603       No      No  967.7206245 31641.6763
7604       No      No   84.3444663 42333.5336
7605       No      No  530.6035028 59740.2100
7606       No      No 1369.9259675 49089.8196
7607       No      No  692.1562081 39199.4465
7608       No     Yes  564.6387390 24342.0308
7609       No     Yes 1251.1868055 11229.6412
7610       No      No  378.4456440 30562.0955
7611       No     Yes    0.0000000 24000.3302
7612       No      No    0.0000000 37361.5408
7613       No      No  820.4850172 35951.1200
7614       No     Yes  246.8670273 16209.5367
7615       No      No 1490.1374848 35882.7587
7616       No      No  421.0388720 17137.1681
7617       No      No 1147.5718968 32012.7653
7618       No     Yes 1087.9177444 18053.0839
7619       No      No  295.1504560 48387.4724
7620       No      No  543.7942744 51964.7512
7621       No     Yes 1002.4439213 14152.6695
7622       No      No  809.4784580 51608.5425
7623       No      No  659.7508151 50536.9010
7624       No     Yes 1627.7746125 23516.6390
7625       No      No  751.6317328 50562.4986
7626       No     Yes  625.7720225 23122.6110
7627       No     Yes  486.2248233 20289.6747
7628       No      No 1302.1342183 64016.7604
7629       No     Yes 1233.7355235 15480.2078
7630       No     Yes 1220.2769319 11573.8484
7631       No      No  982.5145872 62140.9255
7632       No     Yes  306.0413141 13190.8323
7633       No     Yes  806.6999110 19269.6817
7634       No      No  789.3268693 36183.6566
7635       No     Yes 1481.5739808 23170.5648
7636       No      No 1228.7885291 59100.8511
7637       No      No  464.9391825 58247.1216
7638       No      No  958.0474328 15052.4457
7639       No     Yes    0.0000000 21294.1485
7640       No      No 1523.9302766 58551.3596
7641       No      No    0.0000000 50633.7926
7642       No      No  387.7552719 34086.3870
7643       No      No 1194.2057250 45588.1807
7644       No     Yes 1430.8248114 10766.9378
7645       No     Yes 1251.9948910 18922.0344
7646       No     Yes  207.9259703 19078.8919
7647       No      No 1596.3859521 34190.1897
7648       No      No    0.0000000 33769.6049
7649       No      No 1213.3529548 39344.1240
7650       No      No  407.2634242 40524.3386
7651       No      No  786.5856491 43014.2208
7652       No     Yes  695.4764393 14030.3605
7653       No     Yes 1113.2368852 19139.2664
7654       No     Yes  717.2052655 20627.8189
7655       No      No  374.9261906 39167.9727
7656       No     Yes  270.5992974 15728.9107
7657       No     Yes 1334.7808079 20468.4408
7658       No      No  280.6148305 35494.5979
7659       No      No  143.9178471 41626.6877
7660       No      No 1027.0545793 44268.9587
7661       No      No  127.5453894 33070.4991
7662      Yes      No 1809.4098635 33453.4065
7663       No      No 1626.3910872 61438.0944
7664       No      No  628.8755362 48380.5108
7665       No     Yes  385.3503585 22395.8824
7666       No      No  753.9999428 29020.7291
7667       No      No  650.2493011 33475.7442
7668       No      No  232.7636660 58488.7903
7669       No      No 1005.6230089 43471.7803
7670       No      No   82.4275698 29761.5445
7671       No     Yes   41.3855164 18664.9010
7672       No      No  510.6575133 25855.9170
7673       No      No 1588.9162512 54043.0063
7674       No     Yes 1127.4359551 23495.5655
7675       No     Yes 1242.7229434 23037.4137
7676       No      No 1730.1104577 48766.8009
7677       No      No  915.4624390 33887.7636
7678       No      No   65.3329839 31992.2422
7679       No      No  180.1714989 21403.0777
7680       No      No  989.2625778 48055.4122
7681       No      No  314.9851768 51112.9379
7682       No      No  607.2770601 36487.9910
7683       No     Yes  724.4378462 15835.6275
7684       No      No  832.2174013 44053.2561
7685       No     Yes  794.1468067 12519.7684
7686       No      No 1806.7148771 39082.7861
7687       No      No  394.5018396 29642.9103
7688       No      No  108.0038644 44764.2889
7689       No      No  806.5501813 27622.9042
7690       No      No  845.0777454 38410.8436
7691       No      No  659.8089468 39712.9589
7692       No      No 1248.8306491 39317.9042
7693       No      No  852.5220410 34237.6457
7694       No      No  878.9279371 47228.3409
7695       No     Yes  819.9121905 16585.0281
7696       No      No    0.0000000 34213.4915
7697       No      No  620.6815968 34549.0865
7698       No      No  917.8562270 49353.9506
7699       No      No  539.4419088 26164.8447
7700       No      No  747.1393420 42318.9333
7701       No      No  864.4607726 44429.0668
7702       No     Yes  391.9982267  9995.0416
7703       No      No  151.2607703 57657.2822
7704       No      No  873.1255251 34352.7003
7705       No      No   28.7897760 55369.2014
7706       No      No  228.5118511 57232.2686
7707       No      No 1190.1393232 27734.7390
7708       No     Yes 1845.9764389 12107.7418
7709       No      No  107.1547685 42776.3019
7710       No      No 2058.7847807 55021.5518
7711       No      No  914.6373126 46492.6488
7712       No      No  799.7327046 45702.4017
7713       No      No  890.2481080 34679.4828
7714       No      No 1184.4922981 43228.8059
7715       No      No 1143.1228644 42672.1291
7716       No      No  718.7431182 31371.7811
7717       No      No  847.6549143 43515.3022
7718       No      No 1067.2732006 50647.8724
7719       No      No  791.5425837 32574.3413
7720       No      No  826.3553124 37241.4406
7721       No     Yes  652.7556923 23492.3232
7722       No      No  827.6347367 36439.6609
7723       No     Yes  704.0954634 16509.5229
7724       No      No  773.5937314 29661.4635
7725       No      No  402.1290147 42978.3936
7726       No      No  411.5376269 30065.4443
7727       No      No  340.9643991 27262.0580
7728       No     Yes 1021.5682501 14500.6292
7729       No      No 1323.6406811 30517.2082
7730       No     Yes 1362.6444486 18205.2318
7731       No      No  347.4609165 24735.5507
7732      Yes      No 1610.4840149 35589.7338
7733       No      No 1313.8368042 40843.0998
7734       No     Yes  705.3905442 19125.6850
7735       No      No  705.7352329 45280.8192
7736       No      No    0.0000000 38968.4158
7737       No     Yes    0.0000000 23735.4085
7738       No      No 1562.6698579 52422.7802
7739       No     Yes  655.6112210 19039.1683
7740       No     Yes  780.2540758 20758.4712
7741       No      No  946.1375736 40038.6831
7742       No      No 1402.5124447 46207.7798
7743       No      No  321.5883321 52711.6174
7744       No      No 1824.2937477 22471.4457
7745       No      No    0.0000000 23562.2906
7746       No      No  602.1950122 26768.9174
7747       No      No  314.4591953 40016.4759
7748       No      No 1223.7140117 64440.2175
7749       No      No  487.1168883 55459.4530
7750       No      No  324.8515434 52838.8493
7751       No      No   98.2290557 48070.1593
7752       No      No    0.0000000 18063.8884
7753       No     Yes  345.7996071 15967.9908
7754       No      No  869.3081193 32571.1693
7755       No      No  437.5552567 37212.2694
7756       No      No  323.5950541 34129.6561
7757       No      No 1286.9055574 45569.0675
7758       No     Yes  940.4793543 20578.8072
7759       No      No 1385.3034770 35045.4387
7760       No      No  765.8186636 33216.3532
7761       No      No  599.0097250 53004.5855
7762       No      No 1153.3292508 17598.4340
7763       No      No  352.2783255 34359.8412
7764       No      No  226.2173456 59680.0023
7765       No     Yes  754.9686960 30340.1204
7766       No      No 1713.5378515 43899.0843
7767       No      No  969.5383098 33293.7947
7768       No      No 1024.6129865 34401.0177
7769       No      No  838.6530169 25272.4861
7770       No      No 1072.0337701 47029.2604
7771       No     Yes  686.6943789 18551.5301
7772       No      No  715.5440757 50127.9556
7773       No      No 1130.7721455 40314.2715
7774       No      No 1286.6363204 44825.8658
7775       No      No  937.5011931 33266.5194
7776       No     Yes 1881.2565211 14992.3867
7777       No      No  135.9533458 49372.8360
7778       No     Yes 1471.9239290 19774.9239
7779       No      No  773.1715664 37877.6045
7780       No      No  552.6725661 50688.4963
7781       No      No 1074.0876532 35873.2286
7782       No     Yes  137.4314686 22783.4210
7783       No     Yes  523.8314927 12062.3944
7784       No      No  724.5377902 33254.5285
7785      Yes      No 2040.5901711 50930.9108
7786       No     Yes 1415.8908024 22823.6279
7787       No      No  174.4836347 54992.9893
7788       No      No  805.3144881 36864.6893
7789       No     Yes 1008.0331296 13547.0785
7790       No     Yes    0.0000000 21665.5268
7791       No      No 1078.4103896 44474.4203
7792       No      No  768.6940069 32373.7711
7793       No      No  391.1897845 42212.0303
7794       No      No    0.0000000 46910.7979
7795       No     Yes 1318.5777353 18042.0176
7796       No      No  955.4493408 40698.9761
7797       No      No 1425.5348598 33666.1043
7798       No     Yes 1196.4919412 14916.4447
7799      Yes      No 2038.8918506 58606.4862
7800       No     Yes 1047.9982395 15846.6552
7801       No      No  995.3460999 46702.2391
7802       No      No 1657.2559002 29945.5660
7803       No     Yes  396.5826334 18244.1660
7804       No     Yes  594.5589853 13180.5021
7805       No      No  931.7108765 50210.0695
7806       No      No 1318.8070657 44778.0460
7807       No      No   24.2636000 36070.1389
7808       No      No  713.6733979 48914.5602
7809       No      No  891.7516852 53044.8356
7810       No      No 1794.4115750 44037.8475
7811       No     Yes 1412.0899669 17049.6600
7812      Yes      No 2024.8202116 64135.4311
7813       No      No  399.5972960 42578.0459
7814      Yes      No 1598.0208308 39163.3611
7815       No      No 1045.3113518 31754.0238
7816      Yes     Yes 2578.4690216 25706.6478
7817       No      No 1113.2891421 42292.4901
7818       No     Yes  645.1186876 16097.2170
7819       No     Yes  861.1041270 15873.6129
7820       No     Yes  408.2183522 21432.7264
7821       No     Yes  794.9731014 21590.9619
7822       No      No 1477.6379561 36546.8231
7823       No      No  634.3999798 33377.3604
7824       No      No  798.0820907 38080.9623
7825       No     Yes    0.0000000 19919.5634
7826       No     Yes  980.1017057 16381.2031
7827       No      No  831.2454231 27706.9539
7828      Yes     Yes 2083.2283765 20103.6027
7829       No     Yes 1436.0748264 21511.4578
7830       No      No 1467.2251910 28845.0222
7831       No      No  469.4384772 37879.2565
7832       No      No 1166.7158767 31032.3860
7833       No      No  844.0412923 32089.6246
7834       No     Yes 1538.9737507 15757.9335
7835       No      No  562.7011169 39067.7515
7836       No      No 1112.1108854 29229.5317
7837       No      No  246.3937640 33647.9932
7838       No      No  562.7238684 60196.1826
7839       No      No  916.5692398 42486.3989
7840       No      No  618.5663094 28477.2795
7841       No     Yes 1604.6137383 15467.2189
7842       No      No  847.6149639 42308.0523
7843       No      No  304.4827935 52543.8283
7844       No      No  778.8197433 31986.5712
7845       No     Yes 1464.3947902 13968.5080
7846       No      No  221.4799857 37782.9971
7847       No      No  592.0451816 39064.9945
7848       No      No 1010.6124552 34055.5716
7849       No      No 1194.4564635 49316.9978
7850       No      No  844.3125669 52237.7255
7851       No     Yes  179.5039775 19020.2960
7852       No      No  355.9301126 32120.3172
7853       No     Yes 1776.7289736 21280.8766
7854       No      No   27.3018827 25050.8271
7855       No     Yes  631.0198864 20753.5181
7856       No      No  187.9776847 49989.3074
7857       No     Yes 1511.4340984 11793.1618
7858       No      No 1008.4782315 22094.7481
7859       No      No  820.4930473 43829.6951
7860       No      No  112.0333100 40057.0774
7861       No     Yes 1675.6587643 20773.1333
7862       No     Yes  592.8931977 14833.2897
7863       No      No  492.3989268 36004.3788
7864       No      No  364.7461927 46096.1601
7865       No      No 1025.3273477 44194.5137
7866       No      No  612.6572774 38635.3644
7867       No      No 1456.6309845 38676.5457
7868       No     Yes 1762.5982462 13099.5889
7869       No     Yes  180.0951424 27351.4288
7870      Yes     Yes 1721.9730270 15179.7493
7871       No      No    0.0000000 30822.4542
7872       No      No 1029.7868614 69547.4369
7873       No      No  268.4432870 55294.9511
7874       No      No 1711.4320839 39019.6896
7875       No      No    0.0000000 36886.9863
7876       No     Yes 1295.8180653 22241.7035
7877       No      No 1722.1259199 21623.0365
7878       No     Yes  560.3817531 23546.3963
7879       No      No  676.5720235 41328.4276
7880       No      No  518.9369941 28231.0121
7881       No      No  626.4046872 18130.3221
7882       No      No  524.3801768 38020.6399
7883       No      No    0.0000000 33932.8528
7884       No      No  517.4991855 60790.9083
7885       No      No  563.3696936 22083.9086
7886       No      No  865.8865437 59740.7325
7887       No     Yes  618.1192173 24698.8272
7888       No      No 1428.8128297 41417.0537
7889       No      No 1195.6287001 34701.8025
7890       No      No  218.0141007 29211.3985
7891       No      No 1434.1380479 38038.6039
7892       No      No  506.2673922 48843.0018
7893       No      No 1322.3678544 34622.6862
7894       No      No  584.8188278 49317.8348
7895       No      No  815.0728370 35017.8534
7896       No      No    0.0000000 50956.6756
7897       No     Yes  489.9275545 21445.5300
7898       No      No  644.8898301 42211.3598
7899       No      No 1151.2036445 36468.7245
7900       No      No 1440.4339616 27532.6536
7901       No     Yes  858.2153831 12588.1081
7902       No      No    0.0000000 29021.7453
7903       No      No    0.0000000 54053.9039
7904      Yes     Yes 1402.2057267 15964.2092
7905       No     Yes 1171.7247121 23505.1976
7906       No      No  662.3026321 44664.0059
7907       No     Yes 1142.7347916 12893.9591
7908       No      No  785.4309975 37465.3601
7909       No      No  705.5486105 32899.6067
7910       No     Yes 1713.3124713 17432.2736
7911       No      No  861.6421160 38982.3915
7912       No      No  398.4273199 37094.5679
7913       No     Yes  703.6859705 16617.5701
7914       No      No  366.2601114 52360.9129
7915       No      No 1054.1159631 41781.7286
7916       No      No  189.7327424 53266.3383
7917       No      No  944.2042462 41883.4143
7918       No      No    0.0000000 36969.1718
7919       No      No  499.9134357 28352.5534
7920       No      No  866.3109770 59647.4403
7921       No      No  761.9884906 39172.9452
7922       No      No 1150.9998176 50099.2936
7923       No      No   53.4370530 51027.0684
7924       No      No  319.7674269 36057.4011
7925       No      No    0.0000000 35116.5910
7926       No      No  222.1054562 41217.3494
7927       No     Yes 1336.9986397 21309.2511
7928       No     Yes 1397.5048631 26604.5571
7929       No      No  794.5840670 37520.2533
7930       No     Yes  883.1573413 18213.0760
7931       No      No 1168.1673080 17198.9836
7932       No      No  257.4470251 38275.9534
7933       No     Yes 1273.4885131 17105.8670
7934       No     Yes 1934.5111422 17084.0486
7935       No     Yes 1704.0141928 17986.7636
7936       No     Yes  220.8914188 25667.8659
7937       No      No  323.3051241 51306.2686
7938       No      No  969.4041426 31476.5166
7939       No      No  385.1851205 50316.8015
7940       No      No  995.4084089 40907.4970
7941       No      No  758.3921316 40751.4075
7942       No     Yes  652.8675877 23515.1313
7943       No     Yes  903.1768373 15810.5742
7944       No      No  533.4295863 24857.9065
7945       No     Yes 1151.8563084 23250.3845
7946       No      No 1271.3285442 43878.8134
7947       No      No  136.1184403 44757.6928
7948       No     Yes 1171.9504424 15850.7773
7949       No      No  512.6609456 49989.5996
7950       No      No  172.1575923 28370.8659
7951       No      No 1256.2226585 42125.9373
7952       No      No  835.8371832 57505.9653
7953       No      No 1026.6336157 61064.3876
7954       No     Yes 1144.2748288 16002.3555
7955       No     Yes  682.9542988 15728.0479
7956       No      No  797.6728164 45377.7233
7957       No      No   97.3269353 62335.1969
7958       No     Yes 1436.3293185  7761.3189
7959       No     Yes 1325.6249256 15880.4471
7960       No      No 1462.6949302 50508.7464
7961       No      No  191.9130126 55659.4733
7962       No      No  854.8842799 44173.8277
7963       No      No  864.3437963 34598.4344
7964       No      No  476.5671956 46953.4183
7965       No      No 1155.6803889 50955.1065
7966       No      No 1127.7001931 32068.1465
7967       No      No    0.0000000 62192.9956
7968       No      No  312.9169851 31328.0435
7969       No     Yes  467.8946604 16371.6977
7970       No     Yes 1055.5977732 16810.5596
7971       No     Yes  989.2354750 13609.6313
7972       No      No  245.7067237 40462.5538
7973       No      No  585.7526132 43627.3279
7974       No      No  610.8543063 39175.0805
7975       No      No  258.0365107 40138.8417
7976       No      No 1092.9981594 37351.3397
7977       No      No 1387.8732868 27145.7033
7978       No      No  833.0841932 49704.5120
7979       No      No 1184.8708697 41802.9443
7980       No     Yes  916.7943938 17152.1580
7981       No     Yes 1427.3375781 22909.4305
7982       No     Yes 1413.2744275 19064.6222
7983       No     Yes 1592.5496349 18024.2817
7984       No      No    0.0000000 26941.7977
7985       No      No 1050.2040970 34803.5338
7986       No      No 1511.1777062 35899.2558
7987       No      No  894.6817393 37232.2937
7988       No     Yes  781.6137295 12195.9700
7989       No      No    0.0000000 43311.6407
7990       No      No 1094.8866152 38342.7150
7991       No      No    0.0000000 59266.9609
7992       No     Yes  875.6700609 18687.0452
7993       No      No   81.9180917 40936.9064
7994       No      No  371.1818581 34679.9607
7995       No     Yes 1438.0554970 19200.5018
7996       No      No  674.5989565 67278.9484
7997       No      No 1097.7625478 42228.9705
7998       No      No  593.0602869 47787.5959
7999       No      No 1167.1011891 35952.1937
8000       No      No 1114.8269259 33729.3899
8001       No      No  304.1465978 23866.9359
8002       No      No  353.6311313 40686.7601
8003       No      No 1269.4203352 39010.1482
8004       No     Yes  397.5424885 22710.8657
8005       No      No  607.1662709 49547.4658
8006       No      No 1667.4803648 47991.5850
8007       No      No  956.3113506 42971.9011
8008       No      No  668.3980286 38637.4339
8009       No      No  290.6798740 37603.9722
8010       No     Yes  826.7274558 18776.3012
8011       No      No 1102.1114592 48079.1253
8012       No      No  348.6588679 36519.0902
8013       No     Yes  991.2328292  8926.7995
8014       No      No 1224.2357824 32751.6969
8015       No      No  146.3658568 44666.9323
8016       No     Yes  697.1355800 18377.1497
8017       No      No  956.4469096 40740.3291
8018       No     Yes 1184.9094316 13276.2211
8019       No      No 1702.2366830 36530.4736
8020       No      No    0.0000000 36850.9712
8021       No      No  965.4597617 25045.7255
8022       No      No  331.1643387 25922.4167
8023       No      No 1307.0936687 35425.6100
8024       No      No 1637.0375567 45027.5382
8025       No     Yes 1091.9321033 11703.3806
8026       No     Yes 1499.1901302 17560.3718
8027       No     Yes  770.2905437 22114.7183
8028       No     Yes 1147.3549097 19188.9083
8029       No      No 1037.2741627 28437.7725
8030       No      No  626.9739384 50447.7742
8031       No      No  847.7207929 55260.3498
8032       No     Yes 1199.5926858 16454.7498
8033       No      No 1288.2850954 54666.3774
8034       No      No  675.2253871 33700.2126
8035       No      No  541.4409621 32502.6968
8036       No     Yes 1165.0073912 18389.0790
8037       No      No 1042.7919350 26141.0059
8038       No      No  989.2170927 42813.3751
8039       No      No  586.6026083 27798.1683
8040       No      No  931.5910554 33302.2400
8041       No     Yes  978.5385668 16514.3249
8042       No      No  958.9368289 47468.6697
8043       No      No  384.5320414 36019.4104
8044       No      No  645.0751364 43244.5238
8045       No      No  424.7602723 29502.4036
8046       No      No  612.5518758 33036.2413
8047       No      No 1381.4422222 47470.0188
8048       No      No    0.0000000 45560.9129
8049       No      No 1096.0261087 23954.2179
8050       No      No  945.6854495 38714.5183
8051       No      No  722.7680066 20962.1064
8052       No     Yes  887.8808195 20563.1471
8053       No     Yes 1049.9532878 19724.8326
8054       No      No  728.0416851 29188.9427
8055       No      No 1114.9040325 40084.0015
8056       No     Yes 1451.3035418 14185.1379
8057       No     Yes  629.2131895 16007.6929
8058       No      No  630.2307415 49059.2628
8059       No     Yes 1372.9780325 10776.4443
8060       No     Yes  746.8638361 13904.4276
8061       No     Yes 1400.5458356 16519.0832
8062       No      No  971.3514351 46533.8565
8063       No      No  637.0823864 49097.9007
8064       No      No 1778.4291092 34591.2383
8065       No     Yes  678.2050836 12787.0906
8066       No      No 1094.7729819 46617.8826
8067       No     Yes  879.8520050 23996.7402
8068       No      No 1449.3243457 38720.3816
8069       No      No  322.0016252 43774.4421
8070       No      No 1430.5768700 44104.9589
8071       No     Yes 1199.3855860 18884.1275
8072       No      No  168.3675173 47684.5262
8073       No     Yes 1143.3982046 15997.1712
8074       No      No  416.9064901 38104.7732
8075       No      No 1352.6136689 42194.3867
8076       No      No 1431.7419731 37793.2873
8077       No      No  481.3050408 35747.7451
8078       No      No  774.0731766 46082.0432
8079       No      No    0.0000000 34749.7936
8080       No     Yes 1186.8910019 14256.7296
8081       No     Yes  978.3593360 16679.8940
8082       No      No 1409.1121603 30626.2240
8083       No      No 1491.4792822 54835.7701
8084       No     Yes 1228.4849656 18937.2069
8085       No      No 1553.4789851 44425.8906
8086       No      No 1200.0416218 56081.0802
8087       No      No  984.8608392 45435.4971
8088       No      No  558.3205402 38014.7601
8089       No     Yes  778.8538719 16007.4570
8090       No      No  163.3531708 45183.1451
8091       No     Yes  574.8182292 16479.5388
8092       No      No 1149.9368561 39231.6505
8093       No      No  774.5380741 22691.8824
8094       No      No  866.7724996 30400.5605
8095       No      No  325.8596080 36682.2826
8096       No     Yes  879.6270083 14898.3115
8097       No      No  160.5030608 19132.6949
8098       No      No  905.7190025 38210.7338
8099       No     Yes  649.9310600 13475.0195
8100       No      No  196.9129257 35737.6036
8101       No      No  488.5663189 25407.2159
8102       No      No  449.2743161 13124.5632
8103       No      No  824.8024322 40957.5223
8104       No     Yes  600.6021718 18630.3791
8105       No      No  912.0655308 62142.0611
8106       No      No  619.1392617 41281.9810
8107       No      No  225.3646951 60275.8834
8108       No      No  369.4309534 63536.7752
8109       No      No  745.6661466 54891.4340
8110       No     Yes  782.3522809 22692.6700
8111       No     Yes 1051.2471618 23200.9710
8112       No     Yes  613.6012840  9506.4603
8113       No      No  863.6184007 30397.1873
8114       No      No  943.0860284 29622.6077
8115       No     Yes 1102.6312615 10671.9236
8116       No     Yes 1175.1333315 15444.9269
8117       No      No  491.4493698 51484.2455
8118       No     Yes 1131.0855679 21829.0824
8119       No     Yes  717.3718454 16319.1170
8120       No     Yes  517.3005655 17068.3389
8121      Yes     Yes 2038.5431600 12181.9026
8122       No      No  868.4944763 22176.2762
8123       No      No  111.4168910 33328.2459
8124       No     Yes 1587.5643979 13080.6887
8125       No     Yes  640.9984302 21680.0977
8126       No     Yes 1928.5921196 17570.1951
8127       No     Yes  759.6787942 18871.4018
8128       No      No 1306.3539641 35652.7620
8129       No      No  908.1742897 46791.0364
8130       No      No  871.6774122 28182.1163
8131       No      No    0.0000000 38878.1746
8132       No      No    0.0000000 53302.2130
8133       No     Yes  947.5251546 24073.0909
8134       No      No  222.8802756 40849.9209
8135       No      No 1237.5343782 30967.5888
8136       No      No 1318.7191121 36822.9250
8137       No     Yes 1030.0521122  9760.3996
8138       No      No  925.7062398 62764.8843
8139       No      No  425.7797909 42131.5360
8140       No     Yes 1901.6537551 21323.1633
8141      Yes      No 1940.3716199 41162.9337
8142       No     Yes  227.3172320 24282.2286
8143       No      No  836.5742295 51238.5809
8144       No     Yes  981.9979984 20147.5119
8145       No      No 1186.7962314 52689.2501
8146       No     Yes  315.9787480 13186.1177
8147       No     Yes  768.4472412 21497.5289
8148       No     Yes  969.9094653 13962.3324
8149       No      No 1175.1914731 50921.2563
8150       No     Yes 1684.2753411 20344.1782
8151       No      No 1120.6231937 48571.2601
8152       No      No  784.4700535 52617.2071
8153       No      No  604.9800026 38885.3103
8154       No      No  517.9789015 41755.3440
8155       No      No  270.2640888 41978.0479
8156       No      No  825.6009660 33986.6973
8157       No      No  623.5173805 51677.3454
8158       No      No  529.5083605 38328.6126
8159       No     Yes 1014.7696618 12239.8838
8160       No      No  288.5346538 44081.0348
8161       No      No  500.2527238 17104.0543
8162       No      No  565.6759823 37299.0793
8163       No      No 1005.3371682 34297.8978
8164       No      No  852.3933685 46320.8549
8165       No      No  613.1501138 34286.1125
8166       No      No  905.5657259 52997.7310
8167       No      No 1086.1817288 52507.5973
8168       No      No 1057.1781271 35807.0249
8169       No      No  252.8994606 27454.6190
8170       No     Yes 1401.2827034 16683.0530
8171       No      No 1529.1312589 36572.0257
8172       No     Yes  947.4537110 21945.7930
8173       No      No    0.0000000 33917.5941
8174       No     Yes 1312.9072025 15495.0266
8175       No      No 1269.2905749 43581.1988
8176       No     Yes   20.2580938 21530.3315
8177       No      No    0.0000000 30818.5119
8178       No      No   35.3229997 53407.2696
8179       No      No  897.3126908 31465.9648
8180       No      No 1043.5523578 38393.6119
8181       No      No 1165.3239660 33433.8289
8182       No      No 1299.4732101 55165.4730
8183       No      No  675.7765290 21758.0228
8184       No     Yes 1202.3850302 20550.6377
8185       No      No 1190.1598310 30746.3770
8186       No     Yes  535.0105962 13909.3916
8187       No      No  194.1935548 43150.5017
8188       No      No  430.6203194 46182.6650
8189       No      No 1047.9270908 59765.5997
8190       No      No  220.7916993 26453.2893
8191      Yes     Yes 1493.9685390 24126.0298
8192       No     Yes  856.6553992 15523.1029
8193       No     Yes 1635.5000236 10596.5269
8194       No      No  666.6138887 49215.0245
8195      Yes      No 1562.8379177 49303.0095
8196       No      No  255.8883718 48833.2288
8197       No      No  602.3617020 53800.5472
8198       No      No 1599.3146946 28825.4746
8199       No      No  150.9495108 36923.5522
8200       No      No 1388.8165905 35460.8012
8201       No      No   87.9486518 47924.6979
8202       No     Yes 1935.8277013 17969.7985
8203       No     Yes 1289.3159628  7677.8964
8204       No      No  871.9872122 45496.9482
8205       No      No 1333.6999809 44361.6209
8206       No      No  181.1793446 37380.1443
8207       No      No  791.1822252 48206.7318
8208       No      No   69.1770237 24556.0218
8209       No      No  940.8944835 54839.1236
8210       No     Yes  346.2155779 17866.5280
8211       No      No  214.8462350 39629.2002
8212       No     Yes  676.8313079 16998.6517
8213       No      No  595.9969943 37417.1378
8214       No     Yes  999.3916964 23688.6490
8215       No      No 1447.0430736 22433.6368
8216       No      No  464.0984776 44769.8648
8217       No      No  872.6399078 29749.1707
8218       No      No  381.7040992 25011.1034
8219       No     Yes  866.4967607 24262.6939
8220       No     Yes 1243.3441019 23634.7486
8221       No      No 1184.3080211 37600.0753
8222       No     Yes  757.4071028 25309.7732
8223       No      No  939.2584897 56225.8207
8224       No      No  560.7702336 61472.8587
8225       No      No  971.2788333 26853.3009
8226       No      No  518.6807923 30151.3305
8227       No      No  834.2636789 28022.8368
8228       No     Yes  545.5855799 19454.3258
8229       No      No 1057.3508718 39651.1235
8230       No     Yes  720.5164509 20222.9490
8231       No      No 1285.5179756 37442.6426
8232       No     Yes  406.3397694 30088.4425
8233       No      No 1023.8920317 33392.7098
8234       No      No  356.2441181 21319.0860
8235       No      No  657.0888188 31724.6286
8236       No     Yes 1168.5464143 25802.2765
8237       No      No  344.8822415 26227.3293
8238       No     Yes  535.3359894 24268.8285
8239       No     Yes 1222.9665871 21373.3501
8240       No     Yes  663.6027281 21436.5216
8241       No     Yes  591.5371447 20961.4653
8242       No     Yes  941.7180089 23362.9772
8243       No      No  434.5449437 35620.0653
8244      Yes      No 1804.1905045 23096.0844
8245       No      No    0.0000000 34227.9471
8246       No      No    0.0000000 28356.2519
8247       No      No  586.4709775 52203.8589
8248       No      No  707.4361492 42407.7542
8249       No      No 1491.6405871 61096.4922
8250       No     Yes  556.1822343 21650.8299
8251       No      No  683.1475420 44439.5287
8252       No     Yes  671.1317307 11857.4776
8253       No      No 1020.1977558 43592.8341
8254       No     Yes 1183.0677019 13210.8776
8255       No     Yes 1127.5361311 19322.9697
8256       No      No 1545.9828049 32691.9238
8257       No      No 1114.3977298 44195.5445
8258       No      No  843.4972440 41917.3198
8259       No      No 1047.6733703 34413.1959
8260       No     Yes  810.5409457 17252.2543
8261       No     Yes  501.1105625 26425.6980
8262       No     Yes 1031.6383609 21432.1471
8263       No      No  360.2150315 44082.1871
8264       No      No 1234.8316781 40155.4514
8265      Yes      No 2236.7642146 37113.8831
8266       No      No  750.8405315 32034.7121
8267       No      No  231.9683403 42465.9608
8268       No      No 1616.5001941 41825.4040
8269       No      No  981.7993298 49644.9187
8270       No      No  538.0199251 27284.5109
8271       No      No  136.3073425 48799.6549
8272       No      No  614.9409836 30905.4798
8273       No     Yes  824.0407418 11659.1933
8274       No      No  393.0612671 44149.3883
8275       No     Yes  759.3971306 18693.1879
8276       No     Yes 1743.7988374 17541.0029
8277       No     Yes  621.1701063 17503.6900
8278       No      No 1360.5471734 54705.1270
8279       No      No  253.5218815 37506.2067
8280       No      No 1392.3326777 48709.5293
8281       No      No 1508.2508594 43525.0528
8282       No     Yes 1823.8670605 19447.9666
8283       No      No    0.0000000 39423.5125
8284       No      No  728.6734610 36557.2348
8285       No      No 1471.1987378 56477.1309
8286       No      No  967.2567624 32201.6341
8287       No      No  640.7059824 38792.3572
8288       No     Yes  559.5664108 15720.3825
8289       No     Yes 1258.1145332 20010.5763
8290       No      No 1126.8876962 32770.5790
8291       No      No 1341.2631405 46263.8850
8292       No      No  751.1019308 50290.1441
8293       No      No  325.9276366 57313.2825
8294       No     Yes  905.9019451 20285.2251
8295       No      No  699.6042756 49035.2475
8296       No      No  996.4459056 51393.7887
8297       No     Yes 1034.1702134 23825.0285
8298       No     Yes 1464.6362415 14763.5627
8299       No      No  280.7241690 40382.5993
8300       No      No  725.8676857 41792.6729
8301       No     Yes 1162.5909216 15419.1105
8302       No     Yes  193.7197625 18002.5476
8303       No      No  743.1818270 50250.9190
8304       No      No 1403.8398342 43225.0419
8305       No      No  460.1398044 52708.5598
8306       No      No 1218.2198871 36290.1620
8307       No      No  903.9870202 51705.2716
8308       No     Yes 1473.6959310 19759.5019
8309       No      No  525.5156820 50763.9840
8310      Yes     Yes 1874.8226124 14957.8163
8311       No      No  700.6223878 42023.8888
8312       No     Yes 1164.6669661 23297.1579
8313       No     Yes 1803.7663493 23201.8270
8314       No     Yes  451.7115231 22483.0958
8315       No      No 1101.9844605 36231.8538
8316       No     Yes 1343.7771240 28198.0054
8317       No      No  606.4358765 38897.0794
8318       No      No    0.0000000 45380.6568
8319       No     Yes    0.0000000 20963.3831
8320       No      No 1140.8201518 36495.0554
8321       No      No 1597.6474019 42515.0889
8322       No     Yes  521.8414793 10316.3367
8323       No     Yes  837.5214935 13215.7858
8324       No      No  390.3103153 42322.2467
8325       No     Yes  806.4819727 22127.0818
8326       No      No  890.2666463 38376.0906
8327       No     Yes  237.3830296 21376.6832
8328       No     Yes  808.3961670 11804.0345
8329       No      No  694.3909457 46128.8647
8330       No      No  492.2539455 42143.1984
8331       No     Yes  460.5954148 12939.0091
8332       No     Yes  838.4599545 19805.8752
8333       No      No  675.8425047 38173.9258
8334       No      No  625.4198746 47406.2408
8335       No      No   45.4762818 27599.0723
8336       No      No  474.7692355 30799.9494
8337       No      No 1024.8236567 46113.6471
8338       No      No  696.1075770 40325.3848
8339       No     Yes  953.5336584 25820.5875
8340       No      No 1143.8552305 50690.2577
8341       No     Yes  683.4413004 22595.4540
8342       No      No  644.6044091 30276.5707
8343      Yes     Yes 2034.6747178 17133.9660
8344       No     Yes 1345.4916235 12235.3877
8345       No     Yes 1307.0870915 18082.5549
8346       No      No  705.5005243 52559.0313
8347       No      No    0.0000000 47725.5215
8348       No      No  501.1696197 35664.8054
8349       No      No  991.5209236 30775.5208
8350       No     Yes  956.6922342 19594.5490
8351       No      No  353.6499924 30726.2857
8352       No      No  838.9240601 47864.4189
8353       No     Yes  353.6527609 20531.4965
8354       No     Yes  751.2431402 16475.0276
8355       No      No  991.1584083 42767.6903
8356       No     Yes 1096.4896471 17856.2650
8357      Yes      No 1655.7755969 25639.7935
8358       No      No    0.0000000 35577.4253
8359       No     Yes  485.6531778 16099.9179
8360       No      No  850.4665937 34367.6765
8361       No     Yes    0.0000000 17695.8402
8362       No     Yes  766.6355371 21718.8136
8363       No      No  309.1791625 31232.0709
8364       No      No  244.6623745 29275.1154
8365      Yes     Yes 1013.2168864 19651.2618
8366       No      No  357.5921567 48565.0177
8367       No     Yes 1908.2420079 17642.6266
8368       No      No 1449.1357077 40495.4722
8369       No      No  464.4163012 38236.7400
8370       No      No 1491.7075453 40637.4480
8371       No      No  256.8941868 39019.8757
8372       No      No    0.0000000 35025.9714
8373       No      No    0.0000000 23910.1397
8374       No      No  817.6210891 43705.8227
8375       No     Yes  888.3063208 22901.6339
8376       No      No 1240.7546046 51511.2976
8377       No      No  828.6441617 10948.5045
8378       No     Yes  959.8542276 18481.7527
8379       No      No 1281.4488488 48837.3788
8380       No     Yes 1577.6754306 11951.4786
8381       No     Yes 1444.1142684 21441.0121
8382       No     Yes  647.6702879 13618.3478
8383       No      No  720.1649187 43654.2303
8384       No      No   64.1547934 47969.0051
8385       No     Yes  546.0286641 21615.2691
8386       No     Yes 1102.1272768 14009.9430
8387       No      No 1294.5235696 28001.0491
8388       No      No  341.3222905 33808.3362
8389       No      No  399.3903814 17348.7842
8390       No      No  710.3946335 31483.3472
8391       No      No 1467.5733837 26697.7859
8392       No     Yes  282.8315188 13371.0550
8393       No      No  544.2251816 46149.5102
8394       No      No 1585.8603725 42709.4919
8395       No      No    0.0000000 28784.4692
8396       No      No 1033.4262718 43594.7623
8397       No      No 1131.0536460 38834.2362
8398       No      No  544.2872953 24477.4719
8399       No      No 1116.7203566 33716.1775
8400      Yes      No 2155.2889861 34787.2527
8401       No      No  732.0566466 39433.4806
8402       No      No  591.6362698 33852.3097
8403       No      No    0.0000000 63251.3076
8404       No      No  453.8499581 27865.2848
8405       No      No  170.0709170 27005.5771
8406       No      No  916.7291772 37212.8085
8407       No      No  611.3372902 38389.2825
8408       No      No  258.6296725 33327.9378
8409       No     Yes  357.5956653 18141.0028
8410       No      No  813.1738871 49274.3828
8411      Yes      No 1743.0647098 22308.1257
8412       No      No  801.8027115 46182.2571
8413       No      No  674.7366147 26060.4861
8414       No      No  430.4906483 39921.1369
8415       No      No 1352.9955320 34089.0332
8416       No     Yes 1040.8802120 19427.8142
8417       No      No 1305.7746978 34412.1164
8418       No      No 1294.7617064 37712.3869
8419       No     Yes  583.2954820 23694.3674
8420       No     Yes 1409.2991781 21508.5015
8421       No      No  886.2166288 40486.8594
8422       No      No  515.6197997 39638.6396
8423       No      No 1866.3046526 58710.8876
8424       No      No  657.7057207 41224.7969
8425       No      No  270.2243329 49128.0371
8426       No      No  953.3917889 20749.3382
8427       No      No  630.2207789 24919.1839
8428      Yes     Yes 2024.6601698  9663.7882
8429       No     Yes  497.0569883 23119.1350
8430       No      No   48.7255630 37957.9021
8431       No      No  440.0245428 49358.4258
8432       No      No 1217.9486598 43996.0140
8433       No     Yes 1203.9822596 21524.3184
8434       No     Yes 1493.8735617 15626.6594
8435       No      No    0.0000000 48025.6169
8436       No      No 1204.9543480 47167.9385
8437       No      No  945.6697175 39928.2439
8438       No     Yes  807.5955718 16926.3733
8439       No      No  514.3815273 20632.2681
8440       No      No 1493.3574346 51510.1481
8441       No      No  738.2214298 25184.4673
8442       No     Yes  451.9124615 22316.2613
8443       No      No  997.0278823 35591.3873
8444       No      No 1082.0743936 30627.4617
8445       No     Yes 1001.3488862 19314.9223
8446       No      No 1058.6275138 49380.0784
8447       No      No  245.3464925 42703.0187
8448       No      No  579.3818249 32296.2634
8449       No      No 1180.9357140 35352.1518
8450       No      No  969.0830285 45192.3390
8451       No      No    0.0000000 44561.3255
8452       No     Yes  714.1754997 19995.8564
8453       No      No    0.0000000 36379.5189
8454       No     Yes  100.8507591 17315.1302
8455       No      No 1856.5308755 33498.8345
8456       No      No  620.4573093 41059.0965
8457      Yes      No 1815.7925200 31632.5839
8458       No      No 1508.1450143 31101.0812
8459       No      No 1170.9169757 38712.4201
8460      Yes      No 2063.5719345 37372.7585
8461       No     Yes  284.8415772 20477.8372
8462       No      No  878.4461099 29561.7831
8463      Yes     Yes 1740.7683059 18161.2441
8464      Yes      No 1994.3950662 44794.3375
8465       No      No 1290.1792121 42813.9752
8466       No      No  441.3369832 55970.9234
8467       No     Yes 1790.4137252 22953.4311
8468       No      No  821.2504797 68721.9745
8469       No      No  341.0403786 40255.4676
8470       No      No  216.9616918 31742.9945
8471       No      No   48.2379900 37536.3614
8472       No      No  501.3606578 49897.3007
8473       No      No  267.4166250 24154.5098
8474       No      No  623.6184284 54008.1958
8475       No      No  752.7393782 38671.7860
8476       No      No    0.0000000 38665.8702
8477       No      No  413.1145947 63793.5576
8478       No      No  895.4392232 26138.1012
8479       No     Yes  127.6633751 13942.2441
8480      Yes      No 1361.7357906 50322.3553
8481       No      No  592.6115176 55124.8645
8482       No     Yes  947.8509970 22047.9206
8483       No      No  784.1715748 47322.6891
8484       No      No  952.3111521 21990.0915
8485       No      No  448.2635314 26350.8710
8486       No      No  316.1240081 37322.9316
8487       No     Yes 1246.1171984  9846.7026
8488       No      No  680.7064686 42316.4031
8489       No      No 1208.3043757 38461.0465
8490      Yes      No 1292.4302107 50990.5772
8491       No      No  663.6101987 48089.5205
8492       No      No  435.5922002 38830.5180
8493       No      No  579.1932810 36181.8128
8494       No     Yes  819.0310647 22092.7223
8495       No      No  603.0203998 51229.7885
8496      Yes     Yes 2654.3225763 21930.3889
8497       No     Yes    0.0000000 23274.9762
8498       No     Yes 1487.0435446 21412.3516
8499       No      No 1466.7721919 46875.0835
8500       No      No 1168.4885668 40615.5667
8501       No     Yes  592.2969458 19744.9784
8502       No     Yes 1255.9738910 21757.6764
8503       No      No  389.7923810 53685.4732
8504       No      No  604.3043270 38758.5455
8505       No      No  940.3923997 33874.8145
8506       No      No  329.5189766 38150.6349
8507       No      No 1465.0270324 18600.2135
8508       No     Yes 1817.2800719 20751.4324
8509       No     Yes 1055.0637976 16174.2064
8510       No     Yes  536.0102178 23587.4941
8511       No      No  817.4743281 41994.9253
8512       No      No 1244.5635657 36157.8185
8513       No      No  983.1275713 19985.6014
8514       No      No  644.8002553 32298.3086
8515       No      No  896.9814679 35755.7485
8516       No      No  527.2715744 41573.9819
8517       No      No    0.0000000 51122.5156
8518       No     Yes 1427.9405308 12666.2608
8519       No     Yes 1262.4807657 15636.2574
8520       No      No 1283.2784826 46335.8361
8521       No      No  489.5199137 22750.6922
8522       No      No  887.2014361 41641.4536
8523       No      No  328.0130111 38500.3996
8524       No     Yes 1521.4949491 18018.9043
8525       No      No  326.0381126 25498.0135
8526       No      No 1816.9735016 29897.1818
8527       No      No 1534.0070045 35566.2671
8528       No     Yes 1657.1138586 10852.2931
8529       No      No 1270.4569759 36092.5871
8530       No      No  560.5146192 25254.0417
8531       No      No    0.0000000 28490.7715
8532       No      No  697.9327582 35706.6614
8533       No      No 1420.5074803 37437.7379
8534       No      No  695.6690098 36977.6402
8535       No     Yes  212.8213685 24515.9755
8536       No     Yes  929.4111300 23236.7518
8537       No      No 1676.1147988 25317.1714
8538       No      No  571.9599418 24932.0059
8539       No      No  355.0163312 36327.8770
8540       No     Yes 1315.4214446 21650.4152
8541       No     Yes 1006.9941089 17834.0642
8542       No      No  332.6741696 22938.5931
8543      Yes      No 1622.4990393 39228.5414
8544       No      No    0.0000000 26394.5454
8545       No      No 1131.6020542 19893.7723
8546       No      No    0.0000000 44981.1503
8547       No      No 1493.7422481 32742.8582
8548       No      No   47.4234793 29567.8574
8549       No      No  153.7126336 54331.5298
8550       No      No  458.9973870 21165.8665
8551       No     Yes 1260.8281765 22372.2875
8552       No     Yes 1080.4776622 18741.3169
8553       No      No 1814.1056487 32977.9086
8554       No     Yes 1739.8378122 21593.0128
8555       No      No    0.0000000 50496.4737
8556       No      No  983.4906792 20828.5307
8557       No      No    0.0000000 28176.1189
8558       No     Yes  138.9063092 13005.8952
8559       No      No  870.3479659 42397.0998
8560       No     Yes  584.4864011 14017.3905
8561       No     Yes 1508.7017761 25338.2647
8562       No     Yes 1282.4749516 25304.5864
8563       No      No  521.7367280 28401.4975
8564       No      No 1150.6777116 38342.2891
8565       No     Yes 1010.8485910 16428.7546
8566       No     Yes 1746.2973719 24536.5539
8567       No      No 1382.2689926 19023.9962
8568       No      No  499.8186019 31335.9608
8569       No      No  339.6768042 43308.9659
8570       No      No  253.6301022 50236.5052
8571       No      No  690.1857313 32761.2272
8572       No      No  743.0525534 33556.0165
8573       No      No  736.4955216 49119.3478
8574       No     Yes  584.5180962 19624.5887
8575      Yes     Yes 1276.6850826 19282.4359
8576       No      No  399.8771607 47291.0159
8577       No      No  182.2387200 45937.9769
8578       No      No  743.6661697 37542.5803
8579       No      No  731.1016272 26655.4147
8580       No      No  615.7266574 38687.1152
8581       No      No  499.1491489 56343.6104
8582       No      No  785.0335169 45598.9154
8583       No     Yes  969.2523410 16864.0435
8584       No      No  841.4900639 43371.9244
8585       No      No  181.1714826 35175.9035
8586       No      No  811.5963666 38323.7239
8587       No      No 1625.6398763 65026.7389
8588       No      No  962.2238380 43974.0569
8589       No      No  617.0250542 33369.0894
8590       No     Yes  478.9236749 19730.1852
8591       No      No 1017.7497207 30227.8632
8592       No      No  708.5001616 35086.9049
8593       No      No  423.4079473 40844.3415
8594       No      No    0.0000000 29775.1589
8595       No     Yes  935.6936350 25362.3219
8596       No      No    0.0000000 51719.3749
8597       No     Yes 1757.8454589 17426.5197
8598       No      No  733.5453865 30638.2162
8599       No     Yes 1050.4093860 16746.0628
8600       No      No   25.8003767 44091.6879
8601       No      No  646.0812402 36686.9594
8602       No      No  695.4717672 25544.8920
8603       No      No  536.5174942 28629.4637
8604       No      No  542.2771433 52447.2193
8605       No      No  811.7699461 46076.3022
8606       No     Yes  911.7608245 21082.5528
8607       No      No  621.3034989 50474.9790
8608       No      No  549.3931277 39131.4949
8609       No      No  929.2971542 42503.4097
8610       No      No  154.6639204 44714.3717
8611       No      No   36.2350412 49075.9816
8612       No      No  718.5952536 39157.7899
8613       No      No  379.1003606 31350.9286
8614       No      No  904.3357112 30890.7455
8615       No      No 1028.9643424 18701.4096
8616       No      No  343.4938298 67930.3436
8617       No      No  375.7993192 21297.5846
8618       No     Yes  502.2610869 13572.7489
8619       No     Yes 1231.5588247 15727.6696
8620       No      No  456.8715128 54894.1645
8621       No     Yes 1112.1299190 22709.4335
8622       No      No 1063.7128610 36475.0980
8623       No     Yes  895.8232449 19825.6299
8624       No      No 1407.0921425 43677.9764
8625       No      No  418.4983441 29856.4717
8626       No      No  684.9062972 14756.9984
8627       No      No  650.0461100 46137.9330
8628       No      No  495.4211542 26740.7690
8629       No      No  698.9051300 27001.5539
8630       No      No  847.7729672 42193.5976
8631       No      No 1185.1597343 35793.3485
8632       No      No 1315.6091315 54833.0555
8633       No      No    0.0000000 32809.3348
8634       No      No  629.0877710 32296.9316
8635       No      No  326.6700185 50562.4903
8636       No      No    0.0000000 35775.3169
8637       No      No  949.2823724 26960.7428
8638       No      No 1077.7330835 50334.8541
8639       No      No 1256.1867299 31706.1786
8640       No      No 1356.7298361 37664.0374
8641       No      No  564.1282921 37695.7754
8642       No      No  793.9709695 41931.5853
8643       No     Yes  412.3886362  9892.1275
8644       No     Yes  810.6685873 19925.7438
8645       No     Yes 1273.8357763 15593.6417
8646       No      No 1386.6684781 56325.4494
8647       No     Yes  574.6731443 22814.3464
8648       No     Yes 1614.1416380 11334.2925
8649       No      No    0.0000000 45642.7619
8650       No      No  949.9967068 32676.2308
8651       No     Yes  618.7567523 18297.3278
8652       No      No 1408.1761190 47496.1643
8653       No      No  465.9198784 41133.9486
8654       No      No  952.9278193 44894.4429
8655       No     Yes   17.6095776 13739.7546
8656       No     Yes  989.8845974 23416.5005
8657       No     Yes 1817.1711764 24601.0375
8658       No      No  746.8365105 41294.4522
8659       No      No  549.0649295 58539.4143
8660       No     Yes  993.0495382 20538.5457
8661       No     Yes 1447.4181082 16658.4241
8662       No     Yes  598.2181944 19794.5764
8663       No     Yes   79.9899964 14390.8131
8664       No      No  641.2545874 31306.5348
8665       No     Yes  562.8376983 25068.0464
8666       No     Yes  448.2432107 23540.8910
8667       No     Yes 1134.6965725 20068.0185
8668       No      No 1649.2116069 42148.7439
8669       No     Yes  817.6766467 22339.8854
8670       No     Yes  948.1513026 18107.3572
8671       No     Yes 1180.0180862 19871.2067
8672       No      No  761.1876588 54681.8284
8673       No      No  420.4958319 58264.2058
8674       No     Yes 1841.4085338 18000.7047
8675       No      No  102.7214411 13719.3569
8676       No      No  265.5928459 24833.3416
8677       No      No 1558.8610753 45255.9671
8678       No     Yes  220.6595334 20148.5798
8679       No      No  325.8701315 35015.2690
8680       No      No 1272.4773859 42671.3186
8681       No      No  906.2310971 46715.2347
8682       No      No 1070.8100482 35979.4701
8683       No     Yes    0.0000000 15572.0213
8684       No      No  722.1334868 22669.2398
8685       No      No 1453.2928721 43370.7579
8686       No      No 1207.2878521 33671.4595
8687       No      No 1118.2199230 32632.9131
8688       No      No 1281.9215727 56778.4154
8689       No     Yes  878.9983936 12054.8590
8690       No      No  735.1033377 51403.7160
8691       No      No  914.3410823 43460.1664
8692       No      No    4.1511116 22722.2220
8693       No      No 1063.5923292 38057.3336
8694       No      No  331.8428277 37264.6948
8695       No      No  838.5789048 43501.2575
8696       No      No  418.2996428 49670.0220
8697       No      No  538.9427317 23289.2805
8698       No     Yes 2133.7454809 19675.5076
8699       No      No 1651.3225527 34024.6637
8700       No     Yes 1152.9732719 13036.0667
8701       No     Yes 1065.2563554 16658.9472
8702       No      No  486.6526399 30838.6297
8703       No     Yes  770.8266665 18896.7290
8704       No      No 1202.4634888 42818.6431
8705       No      No  323.8001014 34576.4920
8706      Yes      No 2062.8706284 30839.1807
8707       No      No 1058.2843316 39314.5135
8708       No      No  796.0250533 38443.8964
8709       No     Yes 1379.7700166 15509.4094
8710       No      No 1201.3324891 23969.4518
8711       No      No 1114.1160074 40359.9672
8712       No      No  821.6071023 50689.1932
8713       No      No 1079.9657652 43215.8058
8714       No     Yes  662.9953630 12008.3357
8715       No     Yes 1343.7015491 27168.4082
8716       No     Yes  553.4557368 21358.4207
8717       No      No  472.9540550 63759.7870
8718       No     Yes 1806.5516723 17648.1976
8719       No     Yes  855.2269959 15348.7067
8720       No     Yes  790.5543286 20568.8272
8721       No      No 1380.1440320 48087.8251
8722       No      No 1522.5308015 30765.5638
8723       No     Yes  967.3490473 14725.1409
8724       No     Yes  886.2211404 12796.0590
8725      Yes      No 1323.6281422 18820.7950
8726       No      No 1351.3254227 46663.3922
8727       No      No  294.0187903 59128.5034
8728       No      No 1756.0507164 52497.5856
8729       No      No  439.4963640 46784.9448
8730       No      No  725.7832919 35503.6442
8731       No      No 1049.9467684 43172.3272
8732       No      No 1138.6288594 36978.4594
8733       No      No  568.2242546 39873.2428
8734       No      No    0.0000000 43160.3242
8735       No      No  572.6658576 42285.2853
8736       No      No 1270.3931781 43032.2716
8737       No      No 1444.4321045 19153.3427
8738      Yes      No 1926.5990821 59224.4528
8739       No      No  101.9934557 27909.6310
8740       No      No  547.1749749 36969.0032
8741       No      No  907.6331040 28577.0966
8742       No      No  282.8892177 42132.0738
8743       No     Yes  811.9650452 12853.1756
8744       No     Yes 1305.1044526 20573.5539
8745       No     Yes  533.9165429 21390.6866
8746       No     Yes 1420.5961395 20197.8115
8747       No      No   89.3129241 39915.4536
8748       No      No  839.0409200 36665.7015
8749       No      No  522.1534576 40717.1625
8750       No      No  488.7211263 46503.1661
8751       No     Yes  983.2685030 24554.2716
8752       No      No  442.6659006 43991.8124
8753       No     Yes  977.5893720 17637.7342
8754       No     Yes  317.2679998 17801.5372
8755       No      No 1033.7566582 21837.2428
8756       No      No  629.3201832 52089.6331
8757       No      No 1328.3341035 39877.6125
8758       No     Yes 1486.3772996 19164.3504
8759       No      No  760.5532935 19957.8391
8760       No     Yes 1204.2414702 19302.9015
8761       No     Yes 1367.7865145 12449.2790
8762       No      No  226.2992254 34305.2561
8763       No      No  902.4163952 37905.6315
8764       No      No  462.0042896 33157.3622
8765       No      No 1072.3793647 19958.5440
8766       No      No  424.0481900 25081.8430
8767       No      No  846.1312948 29812.0877
8768       No     Yes  951.5885363 12163.1848
8769       No      No 1079.8232987 44390.7161
8770       No     Yes 1395.6689866 21374.5921
8771       No      No  828.8895452 52560.9074
8772       No      No  829.8842621 40749.7874
8773       No      No 1626.1694187 32827.7029
8774       No      No 1057.6331736 37229.8073
8775       No      No  729.2259909 35633.5029
8776       No     Yes  154.8755316 20685.4574
8777       No      No 1583.0961007 15350.4560
8778       No      No    0.0000000 40766.6953
8779       No      No  528.5692049 42249.3570
8780       No      No  809.1046740 24820.5256
8781       No     Yes  132.1045587 20065.7225
8782       No     Yes 2149.3368117 15093.8275
8783       No      No  497.7257852 26591.1132
8784       No      No  489.1655607 26875.7237
8785       No     Yes  596.5392560  9518.8323
8786       No     Yes 1883.0654560 23989.8925
8787       No     Yes  748.0592283 17362.8075
8788       No      No 1046.9181213 42376.5022
8789       No      No  310.1302239 37697.2202
8790       No     Yes 1065.5210762 21129.2345
8791       No     Yes 1097.0674808 20564.1258
8792       No      No 1154.8586784 57640.9170
8793      Yes      No 2049.0298451 52568.9088
8794       No      No 1398.6524674 34194.0824
8795       No      No  130.3468225 53852.7551
8796       No      No 1400.1631869 52343.4772
8797       No      No    0.0000000 51740.4216
8798       No     Yes  552.3342396 21262.5664
8799       No      No    0.0000000 58233.0210
8800       No      No  246.6365453 18953.6719
8801       No      No    0.0000000 38249.9824
8802       No     Yes  655.5101263 15771.4924
8803       No     Yes  100.3554330 13940.6027
8804       No     Yes 1103.0035655 25385.6019
8805       No     Yes  928.2334115 20932.6921
8806       No      No  509.3177986 18221.1466
8807       No     Yes  420.2570639 24703.9980
8808       No      No  307.7305626 48123.5510
8809       No      No  733.0760867 40056.1004
8810       No      No  851.5646599 33211.1755
8811       No      No 1300.3371817 47580.5438
8812       No     Yes  203.9661270 16433.6743
8813       No     Yes 1557.5255714 17132.3124
8814       No      No    0.0000000 41359.8916
8815       No      No 1136.4550314 47721.2737
8816       No      No  986.1815438 34780.9544
8817       No      No  452.8271077 62912.4443
8818       No      No  775.4935595 46025.8708
8819       No     Yes  926.0781636 17660.8072
8820       No      No 1074.9912673 27834.7900
8821       No      No  844.4654791 44518.3953
8822       No      No  391.5583580 45822.5244
8823       No     Yes 1283.0285557 15638.0066
8824       No     Yes 1343.2435165  7032.0600
8825       No     Yes 1049.4200361 15815.3440
8826       No     Yes  728.9858382 17360.5230
8827       No     Yes 1203.1032564 19967.8631
8828       No      No  221.3348565 31764.2029
8829       No      No  149.2232188 36550.3335
8830       No      No  474.6283748 28182.9756
8831       No     Yes  962.4665364 14606.0901
8832       No      No 1166.2131855 36324.6789
8833      Yes     Yes 2207.5990539 19780.7635
8834       No     Yes 1244.9235110 24291.4080
8835       No      No  913.4535992 52793.1802
8836      Yes      No 1315.5587654 35456.6961
8837       No      No   80.7149258 37651.5678
8838       No     Yes  745.2211412 24689.5185
8839       No      No 1505.0940829 43036.1212
8840       No     Yes  903.4388120 13028.1509
8841       No      No  250.9888204 33568.5316
8842       No      No  857.1507423 34691.3222
8843       No      No   92.9756886 49608.5864
8844       No      No 1363.3103788 35387.6989
8845       No      No  146.8971527 41872.1725
8846       No     Yes 2014.4976476 15728.9381
8847       No      No 1112.4685240 43201.5205
8848       No     Yes  237.1635864 25219.9831
8849       No      No 1018.3667900 47723.3268
8850       No      No  150.3023857 39730.1650
8851       No      No 1074.1240403 47517.8669
8852       No      No    0.0000000 30098.4215
8853       No     Yes 1205.9450405 12950.8164
8854       No     Yes  713.2463934 20549.8519
8855       No      No 1351.8529658 40177.9590
8856       No      No  254.7280579 53696.8322
8857       No     Yes  842.2559874 23310.2289
8858       No      No  390.9808235 47083.4315
8859       No     Yes  639.4683036 12323.3498
8860       No     Yes  514.3349873 27443.9752
8861       No      No  791.6633418 48127.6261
8862       No     Yes 1204.9179044 11339.1568
8863       No      No 1000.5254382 53680.9837
8864       No     Yes  810.3080124 16248.4555
8865       No      No  797.8653933 43717.0684
8866       No      No    0.0000000 46461.3201
8867       No      No  990.1447723 48040.6019
8868       No     Yes  284.0505520 15352.3598
8869       No      No 1080.3212812 48226.7297
8870       No      No 1433.9923269 19864.9754
8871       No      No  792.9740677 28674.6706
8872       No      No 1351.9574372 24136.0719
8873       No      No  528.6768448 39925.1847
8874       No      No  692.0528224 39586.8490
8875       No      No 1085.5202349 36746.3204
8876       No      No  567.7041783 50643.3162
8877       No      No 1190.0613033 41965.8799
8878       No     Yes  289.3569474 15715.5007
8879       No      No 1440.1329269 28370.1043
8880       No      No  373.1788864 30826.0750
8881       No      No  733.2005691 38592.0420
8882       No     Yes 1095.6120021 10450.7449
8883       No      No 1117.6297037 61940.0158
8884       No      No  505.0151281 43658.8131
8885       No     Yes  230.1591687 24776.6931
8886       No      No  586.7756504 32622.3761
8887       No     Yes  513.7976777 15540.4544
8888       No     Yes 1212.7566620 13722.9008
8889       No      No  578.4836466 45066.2073
8890       No      No 1229.5203016 59755.0301
8891       No     Yes 1829.9099413 21018.9601
8892       No     Yes  973.2644800 16984.6108
8893       No      No  690.6403424 26989.3944
8894       No      No  781.6677859 49427.5177
8895       No      No  652.2027614 36348.2962
8896       No      No  762.9231977 50293.8723
8897       No     Yes  843.6424315 17992.3172
8898       No     Yes 1316.2109831 16327.6260
8899       No     Yes  559.9031826  9357.7592
8900       No      No  355.0300657 52926.7778
8901       No      No 1635.2029020 31541.0940
8902       No      No  696.8956932 63952.3135
8903       No      No  444.0427027 47857.7146
8904       No      No 1585.5250891 49011.4157
8905       No      No 1322.0809830 48906.5183
8906       No      No  941.7416323 34559.6465
8907       No     Yes 1426.0141774 20779.6789
8908      Yes     Yes 1359.2139474 25548.4874
8909       No      No 1504.5693859 36697.4020
8910       No      No   48.2656403 32081.0923
8911       No      No    0.0000000 47393.3287
8912       No     Yes  802.3692671 18999.5253
8913       No      No  600.9390903 43846.2089
8914       No      No 1440.0257127 41814.8038
8915       No     Yes 1184.2044431 23235.6568
8916       No      No   31.8620654 33702.6511
8917       No      No  580.3790561 55724.2712
8918       No     Yes  591.9864699  8815.1764
8919       No      No  915.5920094 37720.1873
8920      Yes      No 2006.9861730 50033.5332
8921       No     Yes 1216.5862503 18140.6240
8922       No      No  970.9255522 46051.8684
8923       No      No  664.7189435 36998.5660
8924       No      No  873.8796086 46203.9096
8925       No      No  444.2814001 56881.2066
8926       No      No  641.7604481 44857.7012
8927       No     Yes 1106.3236942 21202.0301
8928       No      No  616.5546498 46107.2079
8929       No      No 1164.3621403 38759.7306
8930       No      No  828.6628118 28427.6703
8931       No      No   23.2983318 37975.5390
8932       No      No  717.4344202 45267.8198
8933       No      No  167.5841567 49087.2557
8934       No      No  821.8532926 35358.3927
8935       No      No  769.6667019 39401.4751
8936       No      No    0.0000000 37343.4168
8937       No      No 1038.7002659 33783.7142
8938       No     Yes 1050.1513327 16963.8127
8939       No     Yes  927.6321006 20640.7741
8940       No      No 1014.7226287 38780.7897
8941       No     Yes 1391.4415972 11685.6454
8942       No      No  290.4830670 47724.2398
8943       No      No  656.4349437 26551.6009
8944       No      No 1456.6429369 24089.0953
8945       No     Yes 1240.7240122 19702.7995
8946       No      No  636.6060455 31870.5515
8947       No      No 1665.0369730 48295.5252
8948       No      No  825.9559447 31661.6260
8949       No      No    0.0000000 61608.5320
8950       No     Yes 1152.1244190 18644.4000
8951       No     Yes  711.0398753 22000.1066
8952       No      No 1221.0831227 29370.5849
8953       No      No  781.2917026 36744.5683
8954       No      No    0.0000000 41671.2095
8955       No      No  919.3001361 33866.3634
8956       No      No  155.9899169 50135.8502
8957       No      No    0.0000000 42616.6016
8958       No     Yes 1520.8516448 20044.0815
8959       No      No  407.3215382 38285.4149
8960       No      No  555.2299512 22788.9681
8961       No      No  705.1971768 35864.0117
8962       No     Yes  916.1289706 28839.5837
8963       No      No 1083.2811870 45260.4167
8964       No     Yes  771.1332614 20655.0711
8965       No      No 1700.2949761 53844.5790
8966       No      No  679.2668048 36694.7503
8967       No      No  762.9914907 44162.3629
8968       No     Yes 1196.5369960 25651.5364
8969       No      No  627.3837596 47489.2831
8970       No     Yes 1175.7990568 18178.0819
8971       No      No  660.2005712 33598.0891
8972       No     Yes  822.6253243 10923.3817
8973       No      No  842.4075391 38161.7387
8974       No      No 1248.3996848 41555.8110
8975       No     Yes 1405.8766538 27071.3225
8976       No      No  419.7020001 44989.7628
8977       No     Yes   91.7339465 19153.7284
8978       No      No  157.0034532 50131.8789
8979       No      No  666.5299507 51876.4897
8980       No      No  806.7812411 55735.5492
8981       No      No    0.0000000 44754.2489
8982       No      No 1378.2664361 40228.9342
8983       No      No  354.2163910 25427.0544
8984       No      No  596.1826889 55591.0589
8985       No      No  102.4698629 44600.4320
8986       No      No  637.2169994 48461.9094
8987       No      No 1274.7965503 18044.8231
8988       No      No  403.0414814 29200.9838
8989       No      No  619.5151739 53747.5491
8990       No      No 1111.6907664 31059.4626
8991       No      No 1235.4857680 29992.1860
8992       No      No  850.3855684 45530.3771
8993      Yes     Yes 2352.0549493 24067.5481
8994       No      No 1518.3525146 53971.7306
8995       No      No    0.0000000 47935.2832
8996       No      No  541.9440018 37640.3003
8997       No     Yes 1401.1936091 17688.8565
8998       No      No  329.4656843 46028.0155
8999       No      No  530.0938205 21736.8098
9000       No      No    0.0000000 27455.9090
9001       No      No 1112.0641400 27694.7213
9002       No      No  291.0761413 23479.6134
9003       No      No 1133.4149389 36456.9490
9004       No     Yes  488.9570121 15912.3046
9005       No      No  926.5478994 25363.0146
9006       No      No  783.7975633 33151.5672
9007       No     Yes  246.0818190 20046.7725
9008       No     Yes  860.9177306 11575.7022
9009       No      No 1838.1948611 32308.0240
9010       No     Yes  918.8288881 16110.9905
9011       No      No 1040.1056651 16905.4579
9012       No      No  951.6202260 41689.5684
9013       No      No  749.1147396 46478.1052
9014       No      No   70.1854777 36216.9635
9015       No      No 1002.3512182 43048.1699
9016       No      No  948.7053930 14095.8096
9017       No      No  983.6190158 24666.6828
9018       No     Yes    0.0000000 16156.0291
9019       No     Yes 1209.3841984 12830.8328
9020       No      No  527.1727849 28931.1283
9021       No      No  671.7654800 40907.8081
9022       No      No  807.2945307 49367.7759
9023       No     Yes 1189.4647405 17287.6392
9024       No      No  612.1079216 31367.7131
9025       No      No    1.9807344 42380.8749
9026       No      No  507.9075264 45727.7685
9027       No      No 1678.1184657 41813.8923
9028       No      No    0.0000000 51054.5690
9029       No     Yes  378.6721749 14328.3119
9030       No     Yes 1202.7607108 20973.2597
9031       No     Yes 1038.5409971 21839.7200
9032       No      No  333.1800575 29400.4778
9033       No      No 1322.2517606 43802.6272
9034       No     Yes 1579.2169960 15111.9145
9035       No      No  852.5307769 46662.7679
9036       No      No 1407.8692079 43033.9359
9037       No     Yes    0.0000000 17791.4332
9038       No      No  350.1960855 46893.7320
9039       No     Yes 1276.3508390 27732.2688
9040       No      No   17.0316800 24492.2135
9041      Yes      No 1288.4069966 44253.3087
9042       No      No  861.3638604 47969.6773
9043       No      No 1209.7566413 40605.8134
9044       No      No 1067.7792287 28077.2547
9045       No      No  831.5873300 32203.2718
9046      Yes      No 1747.9836686 18966.1096
9047       No      No    0.0000000 58211.5361
9048       No     Yes 1177.3276546 13737.0503
9049       No      No    0.0000000 50559.4707
9050       No      No  943.4672893 26388.6172
9051       No      No   61.1833446 37604.2178
9052       No      No 1436.6476691 38571.3281
9053       No      No  343.6431783 43483.7380
9054       No      No 1018.3828710 30846.8209
9055       No     Yes 1173.0981201 23811.0003
9056       No      No  979.8510491 44869.0469
9057       No      No  444.6047964 51584.3364
9058       No      No  282.0424337 50501.0772
9059       No     Yes 1420.0229816 26424.5391
9060       No      No  654.6613601 32400.4815
9061       No      No 1388.5634893 21151.2631
9062       No     Yes    0.0000000 13621.8112
9063       No      No    0.0238163 37981.7806
9064       No     Yes 1132.0840570 15675.5344
9065       No      No 1330.4810969 50459.0469
9066       No      No  815.1740233 37946.9814
9067       No      No 1163.3240404 38323.0844
9068       No      No  769.2306365 49590.0666
9069       No      No  698.0788729 38960.2672
9070       No      No    0.0000000 41239.0205
9071      Yes     Yes 1789.4774748 17667.7822
9072       No      No 1124.9665268 50701.7275
9073       No      No 1012.2862081 60697.6336
9074       No      No    0.0000000 31722.3297
9075       No      No  481.7778056 34478.9529
9076       No     Yes 1383.5698236 17245.0287
9077       No      No  856.7704514 42662.8020
9078       No      No  994.0118889 52188.7753
9079       No      No  203.3281235 40490.1450
9080      Yes      No 1856.9147165 33445.6169
9081       No      No  566.8727192 67018.4196
9082       No      No 1428.7252580 51633.4329
9083       No      No 1339.1999630 44257.9353
9084       No     Yes  215.6338978 23221.6194
9085      Yes      No 1125.6565618 34758.1238
9086       No      No  514.8594362 57241.7031
9087       No     Yes  564.8027621 21314.7794
9088       No     Yes  705.8830645 11121.6993
9089       No      No  390.0217243 39029.8571
9090       No      No  690.6010978 43511.3373
9091       No     Yes 1596.7010548 21581.2723
9092       No      No 1578.4637113 51413.8403
9093       No     Yes 1363.9929568 18140.3610
9094       No      No  819.3263746 22406.0549
9095       No      No    0.0000000 44712.2317
9096       No      No  870.0205679 40535.3101
9097       No      No  629.2718914 35695.0886
9098       No      No  217.5124122 39616.2602
9099       No     Yes 1702.9817017 25203.4568
9100       No      No   86.5788882 31893.2234
9101       No     Yes  967.1689244 27077.6268
9102       No     Yes  329.7643313 17762.7739
9103       No      No  594.3644282 24273.5625
9104       No      No   51.0723021 38764.3947
9105       No      No  345.3938681 27012.7539
9106       No     Yes  740.5778507 17700.0721
9107       No      No 1128.8334750 45043.9356
9108       No      No 1549.2633061 43240.4590
9109       No     Yes  472.0245371 13685.4701
9110       No      No  466.1097686 26598.1213
9111       No      No  633.7831603 37672.1581
9112       No      No  959.0214602 46133.1343
9113       No      No 1634.9966852 36995.7512
9114       No      No  155.9930613 37599.7680
9115       No      No 1060.9729203 37410.3764
9116       No      No  862.1501957 59240.8450
9117       No     Yes  380.9051066 22042.5700
9118       No      No  184.5304739 35058.3407
9119       No      No 1690.3873495 46228.3201
9120       No      No  406.9985219 41505.4061
9121       No      No  626.1681253 35196.0782
9122       No      No 1915.3320660 21361.0481
9123       No     Yes 1017.3609664 21702.1831
9124       No      No  669.3614789 46007.0053
9125       No      No  574.4698776 46696.1863
9126       No     Yes  256.3256705 15627.6628
9127       No     Yes 1365.7911904 22301.7061
9128       No      No 1194.6452356 35622.3282
9129       No      No  286.3010545 30026.0708
9130       No     Yes 1260.4940090  8549.2532
9131       No      No  659.7830853 42054.9150
9132       No     Yes  583.7742232 12240.6605
9133       No      No 1024.8194768 40380.2980
9134       No      No 1045.4268859 50639.0601
9135       No      No  522.7744089 37481.6822
9136       No      No  212.9317825 46843.9125
9137       No      No    0.0000000 54609.7286
9138       No      No  316.5638722 30293.9633
9139       No      No  625.0173287 58911.6087
9140       No     Yes  789.3772662 21140.5089
9141       No      No  454.4881463 39608.3229
9142       No      No 1293.2976064 65128.4045
9143       No      No  964.0904134 48405.8431
9144       No      No  316.0175119 39959.9300
9145       No      No  826.0227222 53874.3719
9146       No      No  667.4920413 24613.6755
9147       No     Yes  950.4772929 17932.1251
9148       No      No    0.0000000 54659.1632
9149       No      No  650.2901385 44358.6516
9150       No      No  448.8819968 38426.2593
9151       No      No 1326.4123698 35158.1903
9152       No      No 1322.0939767 51845.1804
9153       No      No  575.1376565 25669.6972
9154       No      No  392.4771819 20674.6728
9155       No     Yes  716.0480967 15149.8758
9156       No      No  358.9239515 50989.7442
9157       No      No  946.8920555  9364.8498
9158       No      No  184.8872983 49716.0204
9159       No      No  600.8200858 49727.4899
9160       No      No  965.1504836 34783.0069
9161       No      No  937.0370554 42169.0434
9162       No      No 1225.9226476 43718.6949
9163       No      No  581.3131046 32454.1102
9164       No      No   62.1109339 51206.2925
9165       No      No 1653.5518764 23137.5612
9166       No     Yes  994.0907388 17401.8472
9167       No     Yes 1080.7597327 16900.3906
9168       No      No  663.6637928 51135.0863
9169       No      No    0.0000000 44464.2973
9170       No      No   11.1380701 52195.9205
9171       No     Yes 1403.1635256 28207.9317
9172       No      No 1005.5254294 34587.2436
9173       No     Yes  831.3044957 17572.3179
9174       No      No  154.2124634 29153.4516
9175       No      No  497.8819052 55543.6247
9176       No     Yes  601.8912206 16948.6132
9177       No      No  832.3445356 51737.3710
9178       No      No 1557.5590160 36742.1885
9179       No      No  705.3382099 23952.5445
9180      Yes      No 1234.1020213 43764.8686
9181       No     Yes  816.4436082 19141.7302
9182       No      No  768.3785848 43325.9704
9183       No     Yes 1725.3392436 18268.1954
9184       No      No 1004.1254073 53397.3920
9185       No     Yes  952.8871314 15082.6771
9186       No      No 1965.3293582 31804.6342
9187       No      No  930.0813016 21575.4238
9188       No      No  499.6463238 69342.6725
9189       No      No 1140.1401141 41775.5181
9190       No      No  518.3699058 27527.2348
9191       No      No 1167.8891582 35969.0236
9192       No      No 1402.2427172 32742.2706
9193       No      No    0.0000000 31363.6495
9194       No      No   42.1499932 31812.8915
9195       No      No  989.0177917 35129.0917
9196       No      No   10.2314853 27237.3808
9197       No     Yes 1298.5118086 20491.7703
9198       No      No  987.2500449 50045.7632
9199       No      No  920.5743145 40527.9871
9200       No      No  534.0555448 30948.8067
9201       No     Yes 1249.7664735 16251.2847
9202       No     Yes  732.4299418 26433.1054
9203       No      No  655.1998724 38192.5304
9204       No      No  224.2091091 51199.6417
9205       No      No  635.8087110 40497.3816
9206       No     Yes 1384.4153731 13707.0416
9207       No      No  979.1059379 46319.9120
9208       No     Yes 1463.8281109 15657.4345
9209       No      No 1302.7837778 50709.5086
9210       No     Yes   50.9514863 16251.6111
9211       No      No 1235.1876840 50865.5241
9212       No     Yes 1047.2256243 18069.2523
9213       No     Yes 1032.6257893 21122.9570
9214       No     Yes 1285.9563966 24106.5803
9215       No      No 1265.1277393 49385.5219
9216       No      No 1032.5130005 42495.4626
9217       No      No  566.3670972 39033.3250
9218       No      No  521.8002069 22209.0552
9219       No     Yes  313.2133614 28399.3509
9220       No     Yes    0.0000000 18251.7256
9221       No     Yes  982.8003557 20312.2110
9222       No      No  430.4690603 47462.0710
9223       No     Yes 1255.8488881 22022.5766
9224       No      No 1082.1694961 54099.9195
9225       No      No  450.3274856 52446.4100
9226       No      No  814.6550424 42520.0936
9227       No     Yes 1068.4546407 13638.7027
9228       No      No  549.1689893 64952.6126
9229       No      No  928.4096682 41482.4435
9230       No      No 1476.7626426 54844.5193
9231       No     Yes  785.8549597 19188.9142
9232       No      No 1493.6103800 38744.2283
9233       No      No 1074.0159104 50491.2605
9234       No      No  693.3584799 46466.2994
9235       No      No  848.6053871 22749.6477
9236       No      No 1233.7118744 72461.3014
9237       No      No 1264.1323850 35385.1168
9238       No      No 1474.6380359 39872.2278
9239       No      No  700.2448482 25919.0393
9240       No      No  803.9755663 41429.2483
9241       No      No  120.8430530 36205.8778
9242       No      No 1032.4034838 38691.7939
9243       No      No  563.9920899 60222.3676
9244       No      No  377.3636418 37442.8427
9245       No      No    0.0000000 26493.2427
9246       No     Yes  688.6979763 18794.4897
9247       No     Yes  583.2484746 17353.8386
9248       No      No 1509.8711308 41246.5870
9249       No      No   43.1435004 34316.8901
9250       No      No  860.7512943 36605.2318
9251       No      No  204.0302467 51108.0450
9252       No      No 1059.2443870 59865.0282
9253       No      No 1207.7412242 33416.6066
9254       No      No  615.8218494 34590.6836
9255       No      No 1018.5681299 34103.8795
9256       No      No 1436.6707242 46755.2808
9257      Yes      No 1800.6417331 48708.9599
9258       No      No    0.0000000 56943.9094
9259       No     Yes 1006.9691579 10364.8185
9260       No      No  868.7298917 40902.4296
9261       No      No 1068.5770350 26315.0471
9262       No      No  838.8491505 34358.8667
9263       No      No 1278.4299721 25590.6565
9264       No      No  264.0160964 45987.4739
9265       No      No 1168.5707349 47561.0981
9266       No     Yes 1600.6255337 24223.2514
9267       No      No  456.1387522 43943.4959
9268       No     Yes 1578.2895549 12778.5985
9269       No     Yes 1205.3100315 19889.5707
9270       No     Yes 1115.5433597 22552.7131
9271       No     Yes  950.4881560 13299.4870
9272      Yes      No 1547.9954448 37524.2535
9273       No      No  256.4389848 40227.3821
9274       No     Yes 1367.8559550 12489.8142
9275       No      No  400.8888732 53900.6645
9276       No     Yes 1020.5890329 13094.9457
9277       No      No  596.4297067 12135.5416
9278       No      No  289.5314970 36841.9982
9279       No      No  775.7339827 37022.0032
9280       No      No  895.3238349 43554.0744
9281       No      No 1798.7789171 57191.6322
9282       No      No 1112.4550010 40576.1902
9283       No     Yes 1225.3459705  5524.3748
9284       No      No  927.6159508 40618.1106
9285       No      No  252.1069537 38494.6547
9286       No     Yes 1128.3562085 15669.0965
9287       No      No  424.4959338 23983.7732
9288       No     Yes 1084.4465308 26713.7972
9289       No      No 1360.3985705 29868.3112
9290       No     Yes 1009.1092511  8868.6567
9291       No      No    0.0000000 29097.5448
9292       No      No  336.5035487 40626.9942
9293       No      No  537.1404260 52513.6672
9294       No      No  600.1348610 39395.9784
9295       No      No  938.0901344 46370.8213
9296      Yes      No 2095.1148169 44647.5865
9297       No      No 1176.7915053 30579.2492
9298       No      No 1099.6249097 48202.2149
9299       No      No  417.6469830 54009.4509
9300       No      No 1175.5949532 19030.1394
9301       No      No 1245.0862947 40290.5039
9302       No     Yes 1381.2745116 23903.8546
9303       No      No 1068.9868882 37171.6514
9304       No      No  635.7618482 49414.7266
9305       No      No  347.6015108 49332.9942
9306       No      No 1579.9093627 45406.5116
9307       No      No  288.1780643 36514.6759
9308       No     Yes 1626.9014211 11702.2835
9309       No     Yes  846.1719595 19577.4272
9310       No      No 1395.6026558 54148.8486
9311       No     Yes  339.6950982 27387.2625
9312       No     Yes 1634.2697258 18036.6306
9313       No      No   75.3986906 50551.0365
9314       No     Yes  375.9188495 20740.0762
9315       No     Yes  770.4087891  1498.2273
9316       No      No  347.3710782 18488.1473
9317       No      No  771.1737061 45956.7873
9318       No      No 1272.0768051 21503.1954
9319       No     Yes  985.2408897 17263.7565
9320       No      No  751.3543919 27179.7617
9321       No      No  829.6896647 35594.2239
9322       No      No  910.0878413 25183.7683
9323       No      No  712.9369924 20810.3189
9324       No      No  977.5153311 33690.6493
9325       No      No 1379.2870219 57843.8868
9326       No      No 1322.9690417 51956.2918
9327       No      No  460.2344394 47305.2160
9328       No     Yes  596.0562474 16084.9077
9329      Yes     Yes 1538.0156031 21356.9371
9330       No      No  471.9188430 60656.0508
9331       No      No 1186.8851989 27494.3294
9332       No     Yes  541.3347065 21245.3206
9333       No     Yes 1286.3555226 20029.8912
9334       No     Yes 1723.2160560 23278.9958
9335       No      No  288.8079496 30470.7070
9336       No     Yes 1595.9068002 23308.1363
9337       No      No 1064.9751063 45737.7812
9338       No     Yes 1941.0540621 14756.2115
9339       No     Yes  889.6422514 16701.3693
9340       No      No  604.8395243 27419.4252
9341       No      No 1003.6014265 24978.0847
9342       No     Yes 1464.3558975 21826.4415
9343       No      No  322.2886981 19420.3998
9344       No      No  639.8670344 34879.5585
9345       No      No  687.1568293 26902.7026
9346       No     Yes  978.2369035 15073.7879
9347       No      No  337.1756682 35040.9416
9348       No      No  880.7508517 34604.6794
9349       No      No 1285.5280381 39530.7597
9350       No      No  939.6986740 52383.2752
9351       No     Yes  729.8121989  9871.9242
9352       No      No    0.0000000 62160.2862
9353       No     Yes 1471.0335400 12665.2419
9354       No     Yes  816.9657660 13932.2099
9355       No     Yes 1323.3956578 23072.5499
9356       No     Yes  383.8234010 11777.5377
9357       No      No 1634.7315547 40868.3321
9358       No      No  846.3932928 38352.5651
9359       No      No  364.6630512 10239.9725
9360       No     Yes  833.6144952 11078.3903
9361       No     Yes 1867.5522683 16650.0418
9362       No      No  823.6097758 34856.5261
9363       No      No 1255.3499774 23297.4750
9364       No      No 1024.4083051 45202.2655
9365       No      No    0.0000000 36922.8680
9366       No     Yes 1447.9707930 16421.4555
9367       No     Yes 1057.5993660 21570.7528
9368       No     Yes 1027.1329013 16259.3806
9369       No     Yes 1212.7370412 18090.4779
9370      Yes      No 1815.1741119 23648.4135
9371       No     Yes  167.6379148 16771.5670
9372       No      No  272.5261417 32687.1096
9373       No      No    0.0000000 39462.6883
9374       No      No 1387.2886457 29712.7724
9375       No      No  624.5478327 48345.3366
9376       No      No  262.9951148 17822.6134
9377       No      No  986.7600897 44605.4451
9378       No      No    0.0000000 43930.9037
9379       No     Yes  884.3118999 17542.9197
9380       No      No  929.8301537 45178.0530
9381       No      No  751.8438613 52663.2930
9382       No     Yes    0.0000000 18875.7717
9383       No     Yes  879.7105153 17863.8422
9384       No     Yes 1313.9762483 20030.4287
9385       No      No  319.1315969 34296.7741
9386       No      No  996.1819846 57972.5044
9387       No      No 1123.4347229 45366.8114
9388       No      No  110.5559311 32419.1508
9389       No      No  581.9607584 31654.5589
9390       No      No  982.2264655 38152.6966
9391       No      No  874.6174204 37143.6449
9392       No      No  650.0070413 41427.8773
9393       No      No 1452.6844279 43418.8291
9394       No     Yes 1443.8604259 19146.2914
9395       No     Yes    0.0000000 13911.4413
9396       No      No  737.3487795 50264.7602
9397       No      No  106.1910377 41514.7585
9398       No     Yes 1273.7523392 19635.6615
9399       No      No  863.0460510 50667.8768
9400       No      No 1504.6825683 38223.2460
9401       No     Yes 1182.6790445 17287.7485
9402       No      No  853.0604228 39553.3657
9403       No     Yes  160.8871375 19686.7442
9404       No      No 1118.5659766 46578.4655
9405       No     Yes  271.6699001 14080.7541
9406       No      No  584.0902554 24580.8568
9407       No      No  911.9315442 40503.0040
9408       No      No  745.8666182 54677.6833
9409       No     Yes 1291.0758517 17136.5133
9410       No      No  572.8895007 43381.9153
9411       No      No  445.8292876 42343.8007
9412       No      No  865.4002135 53798.8192
9413       No      No  886.7774330 43410.3815
9414       No     Yes  451.6953090 11460.4347
9415       No      No  558.3214070 42767.3248
9416       No      No 1602.0038935 41827.7013
9417       No      No  503.4992852 36521.4325
9418       No      No  521.9028271 47032.5993
9419       No      No 1214.5496538 21630.0378
9420       No     Yes  596.2052136 22324.4684
9421       No      No  926.1661340 41501.7234
9422       No      No  522.6443371 35893.2878
9423       No      No  986.2647529 38664.7898
9424       No     Yes  885.9235776 22365.8550
9425       No      No  562.3141784 63794.5421
9426       No      No  503.3018571 37749.5208
9427       No      No 1375.3849538 47099.2069
9428       No     Yes 1089.4052592 19053.5891
9429       No      No  770.4863341 25445.8777
9430       No      No  797.3166569 35034.8069
9431       No     Yes  389.2132418 22907.7675
9432       No      No  589.3910369 38255.5370
9433      Yes      No 2073.7828464 52335.5506
9434       No      No 1128.4114630 51778.1799
9435       No      No 1142.6697001 40823.3797
9436       No     Yes 1007.5378273 16814.2955
9437       No     Yes  789.0991535 18653.6328
9438      Yes      No  961.7326620 27600.4163
9439       No     Yes 1264.6498870 23852.6423
9440       No     Yes 1627.4598404 19630.1613
9441       No     Yes  979.0653268 17666.3871
9442       No      No  768.8103024 47003.4406
9443       No      No  714.5124913 48115.5047
9444       No      No  223.3563457 51662.5973
9445       No      No 1659.2921909 36641.7272
9446       No      No 1062.2840096 50894.1036
9447       No      No   38.6791212 30961.7422
9448       No      No 1216.9814516 37967.6881
9449      Yes      No 1825.9705992 39407.9170
9450       No     Yes  293.5195709 10592.8467
9451       No      No 1588.8763559 45093.4459
9452       No      No 1926.2468758 46535.2020
9453       No      No  892.9195198  9299.8682
9454       No     Yes 1583.4180309 23434.7087
9455       No     Yes  968.9539610 13867.5243
9456       No      No  258.2552591 38309.9880
9457       No     Yes  492.2459418 23689.7895
9458       No      No 1240.5738907 35598.8873
9459      Yes      No 1658.9676893 38204.1226
9460       No     Yes  877.1562292 22046.5386
9461       No     Yes    0.0000000 20877.8878
9462       No     Yes 1041.3104416 12078.7776
9463       No      No 1806.9165306 36306.8176
9464       No      No    0.0000000 28705.2025
9465       No      No 1500.5940037 27354.5002
9466       No      No 1329.9113884 50560.7622
9467       No      No  913.8865735 15220.5038
9468       No      No  898.5668285 37919.7507
9469       No      No    0.0000000 47231.2731
9470       No      No  457.6015016 49908.5974
9471       No      No  882.0879636 43549.9904
9472       No      No  602.6228949 25376.4501
9473       No      No  513.3962714 19021.6423
9474       No      No  880.7170052 35579.2426
9475       No      No  815.6912947 48646.5415
9476       No      No 1295.6133459 39717.7360
9477       No      No 1740.6341233 48311.4396
9478      Yes      No 1506.1918482 47061.3945
9479       No      No  906.4161880 49815.6511
9480       No      No 1278.0175534 41691.1955
9481       No      No   45.8224266 32525.6384
9482       No      No  629.6055874 50113.8207
9483       No      No  270.5878637 33490.0053
9484       No      No 1486.0548097 34705.3612
9485       No     Yes  830.6517981 14420.6226
9486      Yes     Yes 1719.2556548 15752.0080
9487       No      No  935.6365984 21730.8613
9488       No     Yes  482.1352042 17459.0042
9489       No      No  335.8245426 29402.7676
9490       No      No  870.4123797 17685.4482
9491       No      No  527.9403591 47963.1790
9492       No      No 1104.3066232 40006.1333
9493       No     Yes 1220.9388308  6744.0424
9494       No      No 1338.5324566 35072.3033
9495       No     Yes 1129.2342928 22689.6136
9496       No      No  915.5180560 42331.0216
9497       No      No  833.9577066 34174.6453
9498       No      No  381.5665199 49114.8927
9499       No      No  218.5898068 34512.6335
9500       No      No 1156.9945281 53450.2736
9501      Yes     Yes 2046.6395149 17910.6345
9502       No     Yes 1368.3830183 16449.7249
9503       No     Yes 1302.5163180 18210.8064
9504       No      No 1175.2891392 35830.0456
9505       No     Yes  256.3677844 18200.8804
9506       No      No  908.9987947 46174.4711
9507       No     Yes 1107.0024130 30618.6203
9508       No      No  618.4607312 49385.7880
9509       No      No  932.8729980 61192.8971
9510       No      No  547.7177274 50619.3611
9511      Yes     Yes 1726.4796097 13654.6049
9512       No      No  581.0035694 52917.7294
9513       No      No  356.6131680 44473.3965
9514       No      No  644.8630705 38794.6761
9515       No     Yes  737.0822476 24637.6175
9516      Yes      No 1666.1138342 25054.7678
9517       No     Yes 1215.4700141 20456.4383
9518       No     Yes 1002.7752844 11604.2877
9519       No      No  363.2293301 51821.4268
9520       No      No    0.0000000 45178.5917
9521       No      No   29.6164765 26710.0096
9522       No     Yes 1036.1173984 15067.7482
9523      Yes      No  959.1592134 59435.2346
9524       No      No  390.5302949 57525.2665
9525       No      No  451.0760516 38348.4903
9526       No      No 1412.9967045 53295.8730
9527       No      No  216.5282622 28859.6946
9528       No     Yes 1027.0705903 24346.9397
9529       No      No  143.7547093 48250.3076
9530       No     Yes  887.6564222 16993.2876
9531       No      No 1199.9802656 38251.1825
9532       No     Yes 1075.1790734 21569.3706
9533       No      No  932.6024332 44714.4841
9534       No     Yes 1434.5899775 16613.4315
9535       No      No  444.5863003 51386.2831
9536       No      No  853.2122166 31607.3934
9537       No     Yes  973.0478582 23033.8504
9538       No     Yes  102.2830716 20671.0472
9539      Yes      No  652.3971344 46155.0439
9540       No      No  132.7309018 33370.8343
9541       No      No 1128.4707447 49540.7021
9542       No      No 1315.2252389 52556.1538
9543       No     Yes 1025.8582413 21561.8889
9544       No      No  785.7866574 48179.3829
9545       No     Yes 1775.1815372 20385.8735
9546       No      No  362.0550497 50906.4813
9547       No      No 1154.5789145 61089.4309
9548       No      No   18.2945818 43247.9034
9549       No      No    0.0000000 37517.2464
9550       No     Yes 1740.8700503 17478.0313
9551       No     Yes 1228.9939009 18810.3844
9552       No     Yes 1669.7237090 20301.3160
9553       No      No 1584.5659432 45447.1870
9554       No      No  751.1222244 37304.1990
9555       No      No 1063.3362606 39301.2818
9556       No      No  710.1364610 46308.2696
9557       No      No 1063.7245030 26045.9284
9558       No      No  162.7846520 33935.4913
9559       No      No  615.0013946 40236.5336
9560       No      No 1011.3671921 28172.9154
9561       No     Yes 1658.3735746 22010.4857
9562       No      No 1490.9830458 39596.0574
9563       No     Yes 1630.4885547 16310.5341
9564       No      No  781.2749578 53178.9268
9565       No      No  476.3012118 25774.4876
9566       No      No  892.4450599 28187.5407
9567       No     Yes 1671.5232076  9981.8970
9568       No      No  813.8609406 33357.8088
9569       No      No 1280.2301902 23647.3332
9570       No      No  564.3948535 30380.6400
9571       No      No  525.8713814  8017.6386
9572       No      No  837.3284070 61950.8030
9573       No     Yes 1847.4696466 19388.6893
9574       No     Yes  717.7596662 19567.7028
9575       No     Yes 1935.5042196  9431.2939
9576       No      No  808.4947937 56204.6630
9577       No      No  218.7394220 53259.7623
9578       No     Yes  118.2014929 15472.6560
9579       No      No  988.1720461 49057.0419
9580       No     Yes  673.3272479 14431.4595
9581       No     Yes  616.3120185 14663.5639
9582       No     Yes  475.8532047 19993.7559
9583       No      No  221.5467559 43668.3923
9584       No      No  959.1720257 38310.0860
9585       No      No  575.6740578 36958.7524
9586       No      No 1017.6559142 37241.7910
9587       No      No 1763.8456396 36686.3484
9588       No      No  883.3906599 38408.9767
9589       No      No  830.2341000 36523.4812
9590       No      No  163.2610271 40600.4155
9591       No     Yes    2.9944620 18710.2648
9592       No      No   51.1859857 39385.7597
9593       No      No  806.2166632 35259.3046
9594       No      No 1186.4858849 50371.7255
9595       No     Yes  357.9512904 14338.5287
9596       No     Yes 1590.8230987 21784.1131
9597       No     Yes  822.0901693 20906.2178
9598       No      No 1082.8154178 41355.9856
9599       No      No  779.4775240 34089.7970
9600       No      No    4.6794144 44571.7062
9601       No      No   58.7512053 26939.0399
9602       No     Yes  966.4818283 23116.5802
9603       No      No  683.9218808 37383.2327
9604       No     Yes    0.0000000 18235.6744
9605       No      No 1139.0203093 24573.9210
9606       No      No 1293.4596818 48039.9364
9607       No      No  304.5443388 47217.8722
9608       No      No 1215.1489392 51804.9940
9609       No     Yes  305.7879569 16594.5278
9610       No      No  693.7173326 40148.8711
9611      Yes     Yes 1502.1867387 18603.4955
9612       No      No 1645.4231796 36839.3962
9613       No      No  279.6706730 58566.8842
9614       No      No 1267.4852107 40034.5667
9615       No      No  456.3730188 47633.7854
9616       No      No  962.1342815 44696.2905
9617       No     Yes  698.9785363 25103.0095
9618       No      No  619.0292594 42868.5896
9619       No      No  870.9717257 39653.3767
9620       No      No  217.7382263 47657.3063
9621       No      No  713.3260637 44605.3512
9622       No     Yes  306.4338126 13934.5183
9623       No      No 1314.8953856 33706.5594
9624       No      No 1057.6796686 39708.0333
9625       No     Yes  625.6011998 16134.2115
9626       No      No 1302.6555813 28978.5573
9627       No      No 1408.3514742 33697.3460
9628       No     Yes  926.5694310 19243.4064
9629       No      No 1018.4096396 25394.2546
9630       No      No    0.0000000 40737.8668
9631       No      No  724.8873243 27800.9524
9632       No     Yes  325.2836312 15962.7099
9633       No      No  445.7173734 25171.8604
9634       No      No 1367.4427659 45919.5922
9635       No      No 1353.9187409 39879.1590
9636       No      No 1555.9680700 34417.8731
9637       No      No 1267.1658001 51197.7996
9638       No     Yes  640.8190409 19055.9165
9639       No      No  658.0537091 41882.5807
9640       No     Yes  808.8337865 18791.5596
9641       No      No  819.1126054 50082.8887
9642       No     Yes 1365.0228237 23281.3205
9643       No      No  396.8440851 32656.5228
9644       No      No  421.6981304 32290.3260
9645       No      No  969.3588374 46026.7194
9646       No     Yes 1490.0754507 15910.8019
9647       No     Yes 1079.0779493 17966.7694
9648       No      No  809.4556899 39077.4328
9649       No     Yes  641.8936456 16400.3648
9650       No      No  872.3208931 44407.7902
9651       No     Yes 1004.6301529  9643.3662
9652       No     Yes 1170.9115362 19473.6919
9653       No      No 1433.6461005 44617.7387
9654       No      No  579.2802194 50813.5092
9655      Yes      No 2128.7959919 42096.5024
9656       No     Yes  842.9107463 14462.2765
9657       No      No    4.1009402 42174.1797
9658       No      No  218.3797414 36044.8151
9659       No     Yes  717.8754839 23406.8198
9660       No     Yes 1146.8349874 14336.4285
9661       No      No  968.5158515 41714.9898
9662       No      No 1124.5871563 45622.9423
9663       No      No  419.0007993 37186.7894
9664       No     Yes  320.7255697 12589.7676
9665       No      No  426.7641498 38495.7980
9666       No      No  949.1775916 36557.9616
9667       No      No  968.7366195 17352.4103
9668       No      No 1188.9651682 42286.4882
9669       No     Yes 1436.8299895 22925.4699
9670       No     Yes  843.0178966 12268.9335
9671       No      No 1410.9599151 58310.2559
9672       No     Yes  598.7333129 23118.5311
9673       No      No   72.9283697 13300.7695
9674       No      No 1347.7808497 29345.9582
9675       No      No    0.0000000 41160.6225
9676       No     Yes 1280.8480662 20575.2450
9677       No      No 1088.5747730 43883.1492
9678       No      No 1111.9581429 47254.6896
9679       No      No 1124.1417438 46052.1816
9680       No      No    0.0000000 36337.3522
9681       No     Yes  711.8512316 15132.3936
9682       No      No  548.8392758 44909.0662
9683       No      No  385.2501833 55268.6606
9684       No      No 1132.1749035 56152.4290
9685       No      No  399.1183753 48889.9890
9686       No     Yes  810.1022252 15102.3242
9687       No      No 1036.7747461 46239.0732
9688       No      No  927.7661181 38197.3735
9689       No      No  999.8260907 43661.1417
9690       No      No  649.2697755 31039.0020
9691       No      No 1391.3183015 48414.9057
9692       No      No 1058.5636997 38917.8309
9693       No      No  415.5417379 44147.2207
9694       No      No  771.1374169 42418.3680
9695       No      No  727.9745470 20456.1564
9696       No      No  239.3271650 49328.2093
9697       No     Yes 1219.7603497 17208.2089
9698       No      No  953.9364650 41250.4780
9699       No      No  143.3753202 17435.0964
9700       No     Yes 1669.2781056 13771.3934
9701       No     Yes  719.5540535 17195.7445
9702       No      No  295.3071502 45776.8433
9703       No      No  804.4996588 51014.8240
9704       No      No  619.3688154 45886.0785
9705       No      No 1157.1169292 38867.0636
9706       No      No  287.8432009 46617.0634
9707       No     Yes 1070.7521200 11383.4426
9708       No      No  452.3679123 29254.8710
9709       No      No  492.3523118 39305.2270
9710       No     Yes 1033.0418465 18958.3151
9711       No      No 1191.6105841 49004.8362
9712       No     Yes 1463.3784512 14380.6253
9713       No      No  152.4402670 23366.5174
9714       No      No  182.3704600 45507.9337
9715       No      No  732.1370669 42693.9403
9716       No      No 1916.0885076 23316.5702
9717       No     Yes  419.7107822 18073.0018
9718       No      No 1418.5561736 33960.5677
9719       No     Yes  811.6886759 20016.7525
9720       No      No  214.2364951 38720.8108
9721       No     Yes  799.1592677 19547.4132
9722       No      No  831.4561419 58476.7392
9723       No     Yes  713.5598393 24324.1439
9724       No     Yes  870.7730355 16446.3548
9725       No      No  301.3194028 51539.9523
9726       No     Yes 1235.9664868 21706.6303
9727       No      No  572.0040551 42484.5706
9728       No      No  545.9932912 52619.6218
9729       No     Yes 1407.0401242 25589.7428
9730       No      No 1171.1633132 27338.0027
9731       No      No  322.9823275 25267.3976
9732       No      No  497.5406723 43898.4285
9733       No      No   92.1021951 22726.4132
9734       No      No  395.4755073 45084.1056
9735       No     Yes  184.9252469 11126.2662
9736       No      No  209.6744506 35688.1358
9737       No      No  376.1854981 31373.3564
9738       No      No 1492.1896538 39004.5029
9739       No      No  905.5317518 43066.0601
9740       No     Yes  627.6681284 18539.5641
9741       No     Yes 1224.5206530 22327.4078
9742       No      No  667.3723112 35694.4288
9743       No      No  278.7031614 30113.8534
9744       No      No 1389.8030750 48868.0932
9745       No      No 1060.7288414 49396.7719
9746       No     Yes 1080.5689215 20439.8530
9747       No     Yes  912.5594287 14262.1285
9748       No      No  534.4322264 34129.4754
9749       No      No  280.4616786 26212.9076
9750       No     Yes  801.7215785 18698.4093
9751       No      No 1125.1587364 37864.3260
9752       No     Yes 1569.3027565 13711.4924
9753       No      No  755.4604432 33460.9262
9754       No     Yes  860.8286768 27186.5000
9755       No      No 1233.6189257 49448.1710
9756       No      No  699.5684983 48773.8196
9757       No      No  914.8810755 39789.0554
9758       No      No 1650.0321034 49481.7130
9759       No      No  366.5943613 33708.7861
9760       No      No  400.6469289 37173.4848
9761       No      No    0.0000000 37538.0451
9762       No      No 1902.1498995 35008.6662
9763       No      No  982.6310241 60388.0199
9764       No      No  717.9696372 43826.8789
9765       No      No  874.4512007 24707.4903
9766       No      No 1577.0348375 33319.3125
9767       No     Yes 1700.5723657 20844.7192
9768       No      No  425.8199081 14540.9046
9769       No      No  667.6561036 52946.3650
9770       No      No    0.0000000 48112.4783
9771       No     Yes  764.8071634 18347.3114
9772       No      No 1030.1912990 34250.8745
9773       No      No  426.2863964 38585.5491
9774       No      No    0.0000000 43599.4533
9775       No      No 1039.2072547 40028.9042
9776       No      No  603.2531381 50214.8553
9777       No     Yes 1446.6437602  8797.2839
9778       No      No 1396.2075148 39023.4817
9779       No      No  297.2430337 39081.9229
9780       No      No  613.9770765 34752.0876
9781       No      No  828.8408630 39984.2735
9782       No      No  675.1149519 58672.0516
9783       No     Yes 1670.4673071 15838.3146
9784      Yes     Yes 1530.5514791 13003.9292
9785       No     Yes  356.1987479 21466.2071
9786       No      No  284.1692103 37463.6175
9787      Yes      No 1698.8261425 27374.8875
9788       No     Yes    0.0000000 20195.0027
9789       No     Yes 1038.8867484 10414.5544
9790       No      No  392.5664548 45469.7223
9791       No      No   23.3571065 56686.9156
9792       No     Yes 1503.9727209 14661.8319
9793       No     Yes  799.5164509 23024.8528
9794       No      No 1534.6832102 48592.3338
9795       No     Yes  655.4491646 18265.5954
9796       No     Yes  939.7048867 11331.4325
9797      Yes     Yes 1867.3085691 24720.4806
9798       No      No  399.9018204 40863.1151
9799       No      No  381.2585585 55896.2339
9800       No      No 1509.9156641 24427.7685
9801       No      No 1209.6520281 58174.9211
9802       No      No 1359.8021392 46235.2354
9803       No      No 1267.5507398 10233.8798
9804       No      No  890.1498410 38350.2924
9805       No      No 1508.7490118 30587.3440
9806       No      No 1260.1548691 35733.4659
9807       No      No    0.0000000 33220.9852
9808       No      No   67.3884623 48792.1174
9809       No      No 1132.6478026 33677.7814
9810       No      No    0.0000000 22074.4937
9811       No      No  861.5900531 32901.0105
9812       No      No  796.2989755 37923.3936
9813       No      No 1356.1592221 42262.9301
9814      Yes      No 1975.6530282 38221.8397
9815       No      No  663.6636338 43951.2531
9816       No      No    0.0000000 39043.2774
9817       No      No  398.0231243 33056.6712
9818       No      No  304.0779533 47196.0765
9819       No      No 1292.6727632 52541.6492
9820       No      No 1664.0956519 54087.6411
9821       No      No 1069.7198567 34538.9974
9822       No     Yes  618.6241213 20836.7931
9823       No     Yes 1609.1360586 16373.9454
9824       No     Yes 1538.4493030 15991.2210
9825       No      No  734.2534108 56253.8103
9826       No      No  931.9577960 40913.4350
9827       No     Yes    0.0000000 17557.9633
9828       No      No  524.8626184 54738.5066
9829       No      No 1135.4932931 37962.9829
9830       No      No 1115.9612530 30620.2685
9831       No      No  157.6604751 42125.7336
9832       No     Yes   11.3955682 19387.9206
9833       No     Yes  434.8392811 16775.3205
9834       No     Yes  863.3212670 20425.8513
9835       No     Yes  822.8866687 22376.2261
9836       No     Yes 1203.9469039 20904.8382
9837       No      No  901.6135616 35283.8956
9838       No      No 1000.7645608 36709.0838
9839       No     Yes  715.3411710 21309.1405
9840       No      No  325.0912751 41257.5607
9841       No     Yes  948.8804092  8503.6026
9842       No      No  751.3401410 68883.3953
9843       No      No 1484.7776948 32479.0900
9844       No      No 1253.8604774 41767.3971
9845       No      No 1262.1684120 29545.5002
9846       No     Yes   46.0102253 13950.0869
9847       No      No    0.0000000 39469.9290
9848       No     Yes  906.1238153 19275.8001
9849       No      No  273.6397880 21911.6339
9850       No      No 1037.7665230 53823.2298
9851       No     Yes  508.0502997 14925.9612
9852       No      No  543.9718971 34390.5026
9853       No     Yes 1219.9754804 15039.5536
9854       No     Yes  697.1713264 22254.0620
9855       No     Yes 1066.5457599 15553.0884
9856       No      No  761.5537246 46836.6723
9857      Yes      No 1973.8221467 27340.0123
9858       No      No 1021.2796000 44718.4077
9859       No      No  783.0870843 36917.1032
9860       No      No 1354.3329461 29590.8289
9861       No      No  677.7088241 31158.4682
9862       No      No  317.8555578 63021.7479
9863       No      No  141.1284837 41300.7221
9864       No      No  759.2302682 48560.1362
9865       No      No 1133.9457959 47188.9478
9866       No      No    0.0000000 43593.9536
9867       No      No  599.7188463 48085.8843
9868       No     Yes  529.2734426 20358.8336
9869       No      No  962.1443608 60455.4631
9870       No      No  675.0227331 44480.0131
9871       No     Yes 1038.6200815 12312.8960
9872       No     Yes  656.8083859 19017.4278
9873       No      No 1103.7238071 39532.9075
9874       No      No 2391.0077394 50302.9096
9875       No      No  440.4870289 39395.9601
9876       No      No 1070.8640316 36017.0030
9877       No      No 1275.2068517 58961.7330
9878       No      No  763.0399763 35277.9018
9879       No      No  781.9044045 65617.6449
9880       No      No  853.7040154 46291.5811
9881       No      No  323.0349157 33673.8097
9882       No      No  980.0371689 31977.5633
9883       No      No 1077.0075398 33071.4685
9884      Yes      No 1335.6128713 37595.3443
9885       No      No  438.0803769 44737.6585
9886       No      No  955.4206455 45575.4210
9887       No     Yes  923.0188229 19136.6149
9888       No      No  728.2125497 50403.5593
9889       No      No  259.5062852 40405.3592
9890       No     Yes  606.9514434 26718.8715
9891       No     Yes  512.4497777 24192.8890
9892       No      No    0.0000000 43969.2151
9893       No      No  663.6751712 38338.2057
9894      Yes      No 2288.4080819 52043.5691
9895       No      No    0.0000000 34836.3407
9896       No      No 1693.6425779 26995.6934
9897       No     Yes  906.0337005 22658.7633
9898       No      No  763.5347298 49201.4347
9899       No      No 1218.8649858 45593.8602
9900       No      No  496.3754784 33782.5372
9901       No      No 1695.3872380 26623.7682
9902       No     Yes 1128.7687280 17718.9417
9903       No      No  978.2392900 43410.3633
9904       No      No 1084.9099233 15981.6891
9905       No      No 1248.8879029 31960.4213
9906       No      No 1071.2414322 58134.5551
9907       No      No  834.3197877 33687.7504
9908       No      No 1500.5721063 39891.8641
9909       No     Yes  958.8747690 25282.2411
9910       No      No  981.0626387 54020.4342
9911       No      No 1017.7882522 29828.3303
9912       No     Yes 1106.1072009  9610.5034
9913      Yes      No 2148.8984543 44309.9172
9914       No     Yes 1113.7525978 17810.6731
9915       No     Yes 1882.8417903 15968.0365
9916       No      No 1189.2411845 29889.6023
9917       No      No 1092.4259572 43578.6470
9918       No      No  748.4870239 40727.1416
9919       No      No  631.5128658 35053.3472
9920       No      No  477.9072924 34318.9832
9921       No      No 1128.7915629 29722.1727
9922      Yes     Yes 1627.8983227 17546.9970
9923       No      No  625.8701778 53756.0441
9924       No      No  751.3666276 31574.4212
9925       No      No 1074.5145385 41545.6835
9926       No     Yes  501.0582476 23090.9972
9927       No      No  876.4748603 39499.2768
9928       No     Yes  580.3514814 17624.1589
9929       No      No  560.2970822 28419.3544
9930       No     Yes  364.1734146 21487.6441
9931       No      No  898.8957280 41268.3126
9932       No     Yes  705.9302321 19891.3038
9933       No      No  846.4193819 36115.7621
9934       No      No  813.3640705 44707.6770
9935       No      No  528.8820160 44538.5515
9936       No      No 1486.2010681 51021.6144
9937       No      No  696.4657513 37599.6201
9938       No     Yes 1775.5817011 13735.1909
9939       No      No  319.6023694 53135.3670
9940       No      No  879.0354150 52945.8189
9941       No     Yes  421.9572648 21744.9742
9942       No      No  449.3129280 47494.4325
9943       No      No  611.1797439 38712.3943
9944       No      No  461.7521043 37617.0437
9945       No     Yes 1478.6008799 13375.0157
9946       No      No 1105.4674251 32371.4012
9947       No     Yes  734.4591993 17619.4872
9948       No      No  583.3074437 37118.8307
9949       No      No  456.7108145 21892.1772
9950      Yes      No 1750.2531504 51578.9402
9951       No      No  879.6241282 33682.1862
9952      Yes      No 1515.6062385 48688.5121
9953       No      No   13.9444746 31071.6343
9954       No     Yes  776.5442800 14229.7281
9955       No     Yes  865.9063158 18064.2440
9956       No     Yes  692.3563178 18689.0521
9957       No      No  415.7682594 38425.7595
9958       No      No 1765.9908950 47642.4221
9959       No      No 1391.0338768 53255.0211
9960       No      No    0.0000000 53946.2337
9961       No     Yes  826.7412128 18856.9000
9962       No      No  896.7219248 48703.4130
9963       No     Yes 1635.1751223 13518.9306
9964       No      No  453.6482324 32178.6222
9965       No      No  789.5511785 30777.8390
9966       No     Yes  905.1423693 13485.5142
9967       No      No 1439.1187937 20187.7877
9968       No      No 1092.5307748 43482.7882
9969       No     Yes  871.7507742 14247.9468
9970       No      No  991.3353944 44445.5789
9971       No     Yes 1294.5004076 25687.3260
9972       No     Yes  180.6201280 20975.5605
9973       No      No  755.4328007 14455.8654
9974       No      No  876.1190270 37668.3668
9975       No     Yes  933.3320248 26051.3983
9976       No      No  908.3159335 21287.9425
9977       No      No  218.4175592 25401.1331
9978       No     Yes  915.4398274 16624.3391
9979      Yes      No 2202.4623949 47287.2571
9980       No      No  173.2491717 30697.2451
9981       No     Yes  770.0157407 13684.7900
9982       No      No  739.4180178 40656.9514
9983       No      No  623.5261189 59441.3100
9984       No      No  506.6254535 49861.0034
9985       No      No  875.2416404 52861.7442
9986       No      No  842.9494293 39957.1279
9987       No     Yes  401.3326735 15332.0178
9988       No      No 1092.9065831 45479.4670
9989       No      No    0.0000000 41740.6866
9990       No     Yes  999.2811120 20013.3506
9991       No      No  372.3792385 25374.8991
9992       No      No  658.7995582 54802.0782
9993       No      No 1111.6473169 45490.6825
9994       No      No  938.8362414 56633.4487
9995       No     Yes  172.4129875 14955.9417
9996       No      No  711.5550205 52992.3789
9997       No      No  757.9629184 19660.7218
9998       No      No  845.4119892 58636.1570
9999       No      No 1569.0090534 36669.1124
10000      No     Yes  200.9221826 16862.9523

Logistic regression

Default$default01 = ifelse(
  Default$default == "Yes", 1, 0
  )

logit = glm(
  default01 ~ student + balance + income, 
  data = Default, family = binomial
  )

Visualize

How do you classify?

Confusion matrix

Actual
Predicted False (0) True (1)
False (0) True Negative (TN) False Negative (FN)
True (1) False Positive (FP) True Positive (TP)

Classification metrics

Name Measurement Note
Error rate \(Avg(I(y_i \neq \widehat{y}_i))\) Proportion actual \(\neq\) predicted
Accuracy \(1 - \text{error rate}\) Proportion correct
Accuracy \((TN + TP)/n\) Proportion correct
Sensitivity \(TP/(TP+FN)\) Proportion correct positives
Specificity \(TN/(TN+FP)\) Proportion correct negatives

Classification metrics

Name Measurement Note
Error rate \(Avg(I(y_i \neq \widehat{y}_i))\) Proportion actual \(\neq\) predicted
Accuracy \(1 - \text{error rate}\) Proportion correct
Accuracy \((TN + TP)/n\) Proportion correct
Sensitivity \(TP/(TP+FN)\) Proportion correct positives
Specificity \(TN/(TN+FP)\) Proportion correct negatives

Classification metrics

Name Measurement Note
Error rate \(Avg(I(y_i \neq \widehat{y}_i))\) Proportion actual \(\neq\) predicted
Accuracy \(1 - \text{error rate}\) Proportion correct
Accuracy \((TN + TP)/n\) Proportion correct
Sensitivity \(TP/(TP+FN)\) Proportion correct positives
Specificity \(TN/(TN+FP)\) Proportion correct negatives

Classification metrics

Name Measurement Note
Error rate \(Avg(I(y_i \neq \widehat{y}_i))\) Proportion actual \(\neq\) predicted
Accuracy \(1 - \text{error rate}\) Proportion correct
Accuracy \((TN + TP)/n\) Proportion correct
Sensitivity \(TP/(TP+FN)\) Proportion correct positives
Specificity \(TN/(TN+FP)\) Proportion correct negatives

Classification metrics

Name Measurement Note
Error rate \(Avg(I(y_i \neq \widehat{y}_i))\) Proportion actual \(\neq\) predicted
Accuracy \(1 - \text{error rate}\) Proportion correct
Accuracy \((TN + TP)/n\) Proportion correct
Sensitivity \(TP/(TP+FN)\) Proportion correct positives
Specificity \(TN/(TN+FP)\) Proportion correct negatives

Classification metrics

Name Measurement Note
Error rate \(Avg(I(y_i \neq \widehat{y}_i))\) Proportion actual \(\neq\) predicted
Accuracy \(1 - \text{error rate}\) Proportion correct
Accuracy \((TN + TP)/n\) Proportion correct
Sensitivity \(TP/(TP+FN)\) Proportion correct positives
Specificity \(TN/(TN+FP)\) Proportion correct negatives

Generative Models

Main idea

Logistic regression predicts class by modeling probabilities

Bayes theorem: Break down probability into parts

\[ Pr(Y = k | X = x) = \frac{\pi_k f_k(x)}{\sum_{l=1}^{K} \pi_l f_l(x)} \]

Main idea

Logistic regression predicts class by modeling probabilities

Bayes theorem: Break down probability into parts

\[ \text{Posterior} = \frac{\text{Prior} \times \text{Likelihood}}{\text{Normalizing constant}} \]

Instead of modeling posterior probability directly, model likelihood instead

Why?

Another way to think about it

Bayes classifier: Assign classes based on underlying probability distribution in DGP

Generative models: Estimate a model that approximates the Bayes classifier

Need to make assumptions about DGP

Linear Discriminant Analysis (LDA)

We are modeling

\[ Pr(Y = k | X = x) = \frac{\pi_k \boldsymbol{f_k(x)}}{\sum_{l=1}^{K} \pi_l f_l(x)} \]

Assume \(X | Y = k \sim N(\mu_k, \Sigma)\)

Then estimate

\[ \boldsymbol{f_k(x)} = \frac{1}{\sqrt{2\pi\Sigma}} \text{exp}\left(-\frac{1}{2\Sigma^2} (x-\mu_k)^2\right) \]

Quadratic Discriminant Analysis (QDA)

We are modeling the same thing

\[ Pr(Y = k | X = x) = \frac{\pi_k \boldsymbol{f_k(x)}}{\sum_{l=1}^{K} \pi_l f_l(x)} \]

Assume \(X | Y = k \sim N(\mu_k, \Sigma_k)\)

Then estimate

\[ \boldsymbol{f_k(x)} = \frac{1}{\sqrt{2\pi\Sigma_k}} \text{exp}\left(-\frac{1}{2\Sigma_k^2} (x-\mu_k)^2\right) \]

Naive Bayes

We are modeling the same thing

\[ Pr(Y = k | X = x) = \frac{\pi_k \boldsymbol{f_k(x)}}{\sum_{l=1}^{K} \pi_l f_l(x)} \]

Assume \(X | Y = k \sim N(\mu_k, \Sigma_k)\) again

And also \(f_k(x) = f_{k1}(x_1) \times f_{k2}(x_2) \times \ldots \times f_{kp}(x_p)\)

Naive Bayes

We are modeling the same thing

\[ Pr(Y = k | X = x) = \frac{\pi_k \boldsymbol{f_k(x)}}{\sum_{l=1}^{K} \pi_l f_l(x)} \]

Assume \(X | Y = k \sim N(\mu_k, \Sigma_k)\) and \(f_k(x) = \prod_{j=1}^{j=p} f_{kj}(x_j)\)

Then estimate

\[ f_{kj}(x_j) = \frac{1}{\sigma_{kj}\sqrt(2\pi)} \text{exp} \left[-\frac{1}{2}\left( \frac{x_j - \mu_{kj}}{\sigma_{kj}}\right)^2\right] \]

How do you choose?

Bias

How do you choose?

Bias-variance

How do you choose?

Bias-variance tradeoff

How do you choose?

Bias-variance tradeoff

Summary

LDA

  • Shared covariance matrix across classes
  • Linear decision boundary
  • Low variance, high bias
  • Better for smaller datasets

QDA

  • Different covariance matrix for each class
  • Quadratic decision boundary
  • High variance, low bias
  • Needs big data

Naive Bayes

  • Features are independent (diagonal covariance matrix)
  • Linear or curved decision boundary
  • Higher bias, lower variance
  • Good performance when \(n\) is not large enough relative to \(p\)

Support Vector Machines

In the whiteboard

Applications

Coding

https://github.com/gustavo-diaz/ps490ml/blob/main/scripts/pipeline.qmd