From ae4ab315db96e51dc541d26c80f149800c93bb2e Mon Sep 17 00:00:00 2001
From: "Elton, Daniel Christopher" <delton@mgb.org>
Date: Fri, 18 Oct 2024 17:19:50 -0400
Subject: [PATCH] disable series selection for testing. minor code cleanups

---
 BMDL1HighSensitivityHU.csv | 597 -------------------------------------
 1 file changed, 597 deletions(-)

diff --git a/BMDL1HighSensitivityHU.csv b/BMDL1HighSensitivityHU.csv
index 17af1c7..15c1b8c 100644
--- a/BMDL1HighSensitivityHU.csv
+++ b/BMDL1HighSensitivityHU.csv
@@ -11,7 +11,6 @@
 47,38219,46,123.1
 50,7780,84,66.0
 61,179766,71,160.0
-75,94345,22,nan
 77,184568,85,35.0
 78,11486,79,156.1
 81,105872,34,179.7
@@ -214,7 +213,6 @@
 999,2327,19,192.1
 1002,108965,82,64.1
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-1008,50454,62,
 1011,181941,62,85.6
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 1021,122782,71,108.1
@@ -235,7 +233,6 @@
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 1087,118373,36,151.2
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@@ -264,7 +261,6 @@
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-1203,15051,68,
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@@ -306,7 +302,6 @@
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@@ -367,7 +362,6 @@
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 1674,8657,47,149.0
-1677,147409,86,nan
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@@ -481,7 +475,6 @@
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@@ -570,7 +563,6 @@
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@@ -587,7 +579,6 @@
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@@ -728,7 +719,6 @@
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@@ -894,11 +884,9 @@
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@@ -918,7 +906,6 @@
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@@ -1144,7 +1131,6 @@
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@@ -1167,7 +1153,6 @@
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@@ -1413,7 +1398,6 @@
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@@ -1428,7 +1412,6 @@
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@@ -1490,7 +1473,6 @@
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@@ -1498,7 +1480,6 @@
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@@ -1610,7 +1591,6 @@
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@@ -1631,7 +1611,6 @@
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@@ -1645,7 +1624,6 @@
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@@ -1703,7 +1681,6 @@
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@@ -1711,7 +1688,6 @@
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@@ -1971,7 +1947,6 @@
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@@ -2016,7 +1991,6 @@
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@@ -2039,14 +2013,12 @@
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@@ -2132,7 +2104,6 @@
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-9170,18495,84,-17.0
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@@ -2153,7 +2124,6 @@
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@@ -2225,7 +2195,6 @@
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@@ -2284,7 +2253,6 @@
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@@ -2359,7 +2327,6 @@
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@@ -2499,7 +2466,6 @@
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@@ -2510,7 +2476,6 @@
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@@ -2578,7 +2543,6 @@
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@@ -2622,7 +2586,6 @@
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@@ -2823,15 +2786,12 @@
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@@ -2849,7 +2809,6 @@
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@@ -2894,7 +2853,6 @@
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@@ -2906,7 +2864,6 @@
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@@ -3121,7 +3074,6 @@
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@@ -3216,7 +3168,6 @@
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@@ -3424,7 +3375,6 @@
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@@ -3468,7 +3418,6 @@
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@@ -3498,7 +3447,6 @@
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@@ -3597,14 +3545,12 @@
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@@ -3627,7 +3573,6 @@
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@@ -3754,7 +3699,6 @@
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@@ -5874,7 +5798,6 @@
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@@ -6106,7 +6029,6 @@
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@@ -6115,7 +6037,6 @@
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@@ -6219,7 +6140,6 @@
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@@ -6242,7 +6162,6 @@
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@@ -6317,7 +6236,6 @@
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@@ -6481,7 +6399,6 @@
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@@ -6523,7 +6440,6 @@
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@@ -6556,7 +6472,6 @@
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@@ -6627,12 +6542,10 @@
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@@ -6671,7 +6584,6 @@
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@@ -6758,7 +6670,6 @@
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@@ -6790,7 +6701,6 @@
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@@ -6888,7 +6798,6 @@
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@@ -6899,7 +6808,6 @@
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@@ -6966,7 +6874,6 @@
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@@ -7316,7 +7223,6 @@
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@@ -7700,7 +7606,6 @@
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@@ -7749,14 +7654,12 @@
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@@ -7773,7 +7676,6 @@
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@@ -7798,7 +7700,6 @@
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@@ -7836,7 +7737,6 @@
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@@ -7857,7 +7757,6 @@
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@@ -7949,7 +7848,6 @@
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@@ -8012,7 +7910,6 @@
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@@ -8043,7 +7940,6 @@
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@@ -8157,7 +8053,6 @@
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@@ -8458,7 +8353,6 @@
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@@ -8550,7 +8444,6 @@
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@@ -8607,7 +8500,6 @@
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@@ -8756,7 +8648,6 @@
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@@ -8901,7 +8792,6 @@
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@@ -8947,7 +8837,6 @@
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@@ -9183,7 +9072,6 @@
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@@ -9273,7 +9161,6 @@
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@@ -9342,7 +9229,6 @@
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@@ -9475,7 +9361,6 @@
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@@ -9491,7 +9376,6 @@
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@@ -9535,7 +9419,6 @@
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@@ -9571,7 +9454,6 @@
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@@ -9587,7 +9469,6 @@
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@@ -9613,7 +9494,6 @@
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@@ -9707,7 +9587,6 @@
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@@ -9727,7 +9606,6 @@
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@@ -9796,7 +9674,6 @@
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@@ -9838,7 +9715,6 @@
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@@ -9980,14 +9856,12 @@
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@@ -10020,7 +9894,6 @@
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@@ -10053,7 +9926,6 @@
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@@ -10065,7 +9937,6 @@
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@@ -10076,7 +9947,6 @@
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 44112,137500,60,125.0
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@@ -10168,7 +10038,6 @@
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 44512,170457,42,145.4
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 44516,177081,69,144.7
 44540,78764,63,138.0
 44552,178942,66,122.7
@@ -10205,7 +10074,6 @@
 44722,77095,24,112.9
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@@ -10265,7 +10133,6 @@
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 45036,14556,78,95.0
 45043,80306,50,193.7
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 45054,109663,79,226.7
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@@ -10287,11 +10154,9 @@
 45141,107553,36,226.6
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 45158,106850,51,160.5
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 45183,136620,63,75.0
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 45194,3126,72,66.4
 45195,121404,64,110.1
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@@ -10399,7 +10264,6 @@
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 45623,160839,61,110.0
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@@ -10421,7 +10285,6 @@
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 45722,173866,78,100.5
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@@ -10522,7 +10385,6 @@
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 46140,160451,79,105.4
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@@ -10553,7 +10415,6 @@
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@@ -10572,7 +10433,6 @@
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 46348,177030,42,220.4
@@ -10768,7 +10628,6 @@
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@@ -10805,8 +10664,6 @@
 47389,62043,49,103.5
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 47403,14253,70,179.0
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 47413,181483,69,85.6
@@ -10826,7 +10683,6 @@
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 47468,175842,80,114.7
 47470,172698,64,90.6
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@@ -10970,7 +10826,6 @@
 48121,103062,46,188.2
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 48142,106478,42,193.1
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@@ -10992,7 +10847,6 @@
 48202,91445,32,204.7
 48217,118582,54,207.9
 48222,98990,73,136.0
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 48232,102906,38,191.6
 48239,108864,30,150.4
 48244,148774,67,117.1
@@ -11062,7 +10916,6 @@
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 48545,145582,66,66.2
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@@ -11125,7 +10978,6 @@
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 48840,3014,58,165.0
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@@ -11153,7 +11005,6 @@
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@@ -11211,7 +11062,6 @@
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@@ -11405,11 +11255,9 @@
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@@ -11426,7 +11274,6 @@
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 50201,164971,31,257.0
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@@ -11438,7 +11285,6 @@
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 50248,112388,37,137.6
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@@ -11449,7 +11295,6 @@
 50269,62208,67,84.7
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 50274,7015,62,407.5
-50277,126620,87,nan
 50281,63129,58,137.3
 50285,105583,37,159.6
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@@ -11523,7 +11368,6 @@
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 50559,170336,47,106.2
 50562,119899,57,220.8
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@@ -11558,7 +11402,6 @@
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@@ -13394,12 +13209,10 @@
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@@ -14173,7 +13976,6 @@
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@@ -14427,7 +14226,6 @@
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@@ -14483,7 +14280,6 @@
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@@ -14508,7 +14304,6 @@
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@@ -14667,7 +14461,6 @@
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@@ -14806,7 +14598,6 @@
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@@ -14825,7 +14616,6 @@
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@@ -14899,7 +14689,6 @@
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@@ -14911,7 +14700,6 @@
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@@ -15490,7 +15276,6 @@
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@@ -15553,7 +15338,6 @@
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@@ -15860,7 +15644,6 @@
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@@ -16159,7 +15939,6 @@
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@@ -16529,7 +16304,6 @@
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@@ -17072,7 +16838,6 @@
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@@ -20082,7 +19806,6 @@
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@@ -20553,7 +20268,6 @@
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@@ -20768,7 +20480,6 @@
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@@ -21095,7 +20800,6 @@
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@@ -21574,7 +21276,6 @@
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@@ -21652,7 +21353,6 @@
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@@ -21782,7 +21481,6 @@
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@@ -21894,7 +21592,6 @@
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@@ -21994,7 +21691,6 @@
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@@ -22127,7 +21822,6 @@
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@@ -22203,7 +21897,6 @@
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@@ -22352,12 +22044,10 @@
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@@ -22376,7 +22066,6 @@
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@@ -22457,7 +22145,6 @@
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@@ -22853,7 +22536,6 @@
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@@ -22894,12 +22576,10 @@
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@@ -22952,7 +22632,6 @@
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@@ -28422,7 +28030,6 @@
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@@ -28443,7 +28050,6 @@
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@@ -31495,7 +31045,6 @@
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 145745,88708,38,168.3
-145751,97056,68,nan
 145753,80944,33,139.9
 145756,175835,65,26.9
 145758,170390,41,147.1
@@ -33091,7 +32619,6 @@
 145800,67202,51,200.3
 145805,104205,74,101.4
 145808,37830,69,192.5
-145809,101331,69,
 145820,92110,68,111.3
 145825,74643,65,200.6
 145826,98583,66,141.3
@@ -33201,7 +32728,6 @@
 146256,79777,81,99.9
 146260,88977,73,95.7
 146270,131648,62,158.0
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 146279,184261,49,117.3
 146280,1124,89,93.7
 146281,183137,46,189.3
@@ -33296,7 +32822,6 @@
 146693,183557,27,228.0
 146696,136588,36,171.5
 146697,180555,85,115.3
-146698,87202,51,nan
 146700,117858,72,141.1
 146719,71852,63,99.3
 146723,21918,48,194.5
@@ -33409,7 +32934,6 @@
 147223,2644,35,239.0
 147234,88039,81,103.3
 147238,140160,63,98.5
-147240,891,77,-33.3
 147250,864,84,124.1
 147251,100845,78,95.9
 147253,66147,81,98.0
@@ -33526,7 +33050,6 @@
 147777,127720,31,166.8
 147782,7060,67,139.0
 147787,182756,78,101.6
-147788,90636,38,nan
 147791,121089,35,178.6
 147796,396,44,205.5
 147797,168463,42,251.9
@@ -33540,7 +33063,6 @@
 147845,115153,31,145.4
 147864,184207,39,162.8
 147868,6966,50,179.0
-147869,105759,88,
 147873,91653,53,127.5
 147881,5265,50,181.0
 147885,27001,46,171.6
@@ -33701,7 +33223,6 @@
 148549,178359,70,92.1
 148550,87231,61,143.6
 148551,177441,65,131.7
-148554,175763,65,-428.0
 148572,77814,90,155.5
 148573,177154,88,63.5
 148575,80227,69,68.5
@@ -33710,9 +33231,7 @@
 148599,182239,75,69.7
 148601,84302,21,88.1
 148604,163017,81,111.0
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 148610,164902,60,163.0
-148624,95072,22,nan
 148625,86847,80,76.4
 148626,14100,39,168.5
 148627,103292,55,128.0
@@ -33819,7 +33338,6 @@
 149058,84421,85,59.9
 149061,100797,74,140.2
 149073,89534,27,191.3
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 149077,169813,64,174.6
 149080,171719,52,94.0
 149081,129151,64,92.2
@@ -33835,7 +33353,6 @@
 149121,180597,54,96.0
 149125,107429,75,48.2
 149127,156768,69,143.4
-149128,108855,73,-57.4
 149129,37166,65,50.9
 149133,127544,53,147.4
 149141,1259,32,153.6
@@ -33941,7 +33458,6 @@
 149542,13306,79,105.0
 149545,178943,84,89.3
 149546,67028,88,96.8
-149555,149380,64,nan
 149557,12013,42,122.0
 149559,110235,23,92.7
 149564,97495,57,136.8
@@ -34050,7 +33566,6 @@
 150086,152455,64,140.8
 150090,83980,75,114.8
 150091,2755,66,151.0
-150092,162163,62,nan
 150095,78615,55,182.8
 150097,112466,73,97.2
 150103,122824,73,136.0
@@ -34122,7 +33637,6 @@
 150400,83640,72,163.8
 150405,174393,72,102.2
 150412,166953,83,142.2
-150413,128998,74,
 150421,180618,73,519.7
 150432,87094,25,182.1
 150443,69689,69,80.1
@@ -34232,9 +33746,7 @@
 150913,98401,79,106.4
 150920,4266,87,33.9
 150929,40106,51,171.6
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 150941,23764,84,114.8
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 150955,140727,86,41.0
 150958,120337,67,113.5
 150962,181393,79,188.9
@@ -34298,7 +33810,6 @@
 151259,137620,52,109.1
 151269,98479,57,79.5
 151275,146887,62,95.3
-151279,100090,65,nan
 151284,137496,84,134.0
 151285,19032,66,55.3
 151291,33356,86,27.8
@@ -34435,7 +33946,6 @@
 151822,2376,63,82.8
 151823,142166,75,126.0
 151824,92920,80,86.4
-151833,90422,60,nan
 151850,147436,71,107.9
 151853,6442,45,169.7
 151856,88592,88,98.3
@@ -34446,7 +33956,6 @@
 151874,76853,36,179.6
 151880,62947,79,38.2
 151881,71309,56,163.7
-151882,139453,70,nan
 151883,148532,59,103.7
 151884,28745,73,158.5
 151888,136509,78,71.0
@@ -34539,7 +34048,6 @@
 152261,160271,80,127.4
 152267,142298,36,207.6
 152270,84689,58,87.5
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 152277,122821,44,160.0
 152282,11933,55,120.0
 152284,66146,39,173.7
@@ -34642,7 +34150,6 @@
 152698,116242,89,70.4
 152700,53600,67,108.8
 152710,178473,54,97.3
-152714,106757,19,nan
 152721,156201,31,162.0
 152740,88331,82,213.3
 152741,108770,62,156.7
@@ -34672,7 +34179,6 @@
 152860,99884,46,73.0
 152863,19691,50,221.0
 152865,12538,64,75.0
-152867,160422,58,nan
 152878,17450,61,141.0
 152887,96475,46,147.5
 152890,102851,47,135.8
@@ -34761,7 +34267,6 @@
 153271,17163,73,72.0
 153275,156982,83,73.0
 153278,107791,47,152.9
-153284,67052,71,nan
 153285,127307,42,153.0
 153294,75203,65,90.8
 153299,121093,76,110.0
@@ -34774,7 +34279,6 @@
 153335,125919,46,182.0
 153338,8208,53,144.5
 153340,97529,39,171.0
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 153353,61764,64,98.1
 153371,2978,57,135.0
 153376,102817,38,216.6
@@ -35013,7 +34517,6 @@
 154490,15779,66,118.0
 154503,4845,44,163.0
 154531,169827,55,94.4
-154532,99906,71,nan
 154539,16418,69,143.0
 154543,100202,41,165.2
 154547,158292,65,145.5
@@ -35131,7 +34634,6 @@
 155105,12088,67,75.5
 155114,2174,50,166.4
 155117,79853,70,86.9
-155121,97017,83,-101.9
 155124,17776,32,194.3
 155129,73216,78,160.3
 155133,35171,47,157.9
@@ -35214,7 +34716,6 @@
 155477,166747,64,91.0
 155480,2598,63,119.5
 155481,13216,77,113.0
-155483,170171,80,-4.5
 155485,148926,26,188.2
 155489,12872,68,103.0
 155507,166925,33,277.0
@@ -35413,7 +34914,6 @@
 156317,102330,64,80.6
 156318,104245,69,106.2
 156320,33167,68,117.8
-156322,172981,73,nan
 156330,40075,49,218.9
 156333,121489,59,145.0
 156351,66122,37,147.0
@@ -35508,7 +35008,6 @@
 156725,171997,77,48.6
 156738,103977,72,117.6
 156741,110001,68,72.0
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 156746,173835,70,127.0
 156748,108008,25,224.8
 156755,129569,59,182.9
@@ -35612,7 +35111,6 @@
 157187,108500,61,116.0
 157188,97767,43,147.6
 157192,61734,68,163.5
-157193,40148,28,nan
 157197,1114,23,185.3
 157200,8290,88,58.7
 157201,100183,47,211.2
@@ -35729,7 +35227,6 @@
 157681,80189,50,179.6
 157684,84745,49,136.9
 157691,7065,46,227.0
-157693,32467,74,nan
 157695,96129,26,195.7
 157696,159350,73,85.9
 157697,42009,47,213.1
@@ -35773,7 +35270,6 @@
 157847,107545,70,108.6
 157862,109449,59,117.0
 157864,184239,55,100.4
-157871,136321,71,nan
 157879,67686,68,213.3
 157880,37491,86,354.8
 157881,108671,44,214.1
@@ -35791,7 +35287,6 @@
 157940,134642,65,104.0
 157942,123181,85,97.1
 157944,74157,27,135.9
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 157947,42189,52,94.6
 157956,84788,78,104.7
 157965,104283,73,57.5
@@ -35843,7 +35338,6 @@
 158190,2568,67,137.2
 158196,494,79,71.7
 158199,183949,63,87.9
-158210,86084,23,nan
 158215,152863,38,123.2
 158222,107171,83,91.8
 158226,91129,52,78.3
@@ -35898,7 +35392,6 @@
 158425,5965,63,132.0
 158430,129688,61,51.1
 158438,180192,71,73.8
-158446,24510,70,nan
 158448,176940,57,126.1
 158449,93443,58,97.4
 158452,118974,71,76.8
@@ -35991,7 +35484,6 @@
 158765,181493,83,74.6
 158769,155104,73,163.6
 158777,14471,73,110.7
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 158783,98508,59,126.3
 158784,121901,67,143.5
 158789,118207,52,147.5
@@ -36149,11 +35641,9 @@
 159473,14591,57,173.5
 159476,3682,44,151.0
 159478,79906,64,161.5
-159481,89617,84,nan
 159485,101737,83,125.6
 159487,9871,74,147.3
 159490,7693,29,146.6
-159491,119429,89,-22.5
 159500,128584,73,74.0
 159512,30126,52,154.5
 159520,57129,69,100.1
@@ -36225,7 +35715,6 @@
 159776,65142,71,127.8
 159777,104675,80,74.9
 159779,78595,53,73.0
-159792,93396,46,nan
 159795,98828,36,158.9
 159800,148543,56,128.6
 159805,167554,24,156.6
@@ -36248,7 +35737,6 @@
 159901,133213,55,217.0
 159903,116835,33,134.2
 159909,143933,75,86.6
-159913,164127,66,
 159919,164990,55,149.0
 159921,176346,68,89.8
 159926,91888,86,73.4
@@ -36384,7 +35872,6 @@
 160463,178521,45,172.7
 160464,7757,59,105.7
 160465,84941,61,68.0
-160477,85585,69,nan
 160481,87325,27,239.6
 160495,148611,77,124.0
 160503,104622,78,203.3
@@ -36406,7 +35893,6 @@
 160567,180552,65,149.1
 160573,4906,84,81.5
 160589,84233,68,96.7
-160590,146436,48,
 160596,147543,58,173.0
 160598,19460,51,132.0
 160603,138620,73,102.0
@@ -36604,7 +36090,6 @@
 161396,109866,53,94.9
 161399,22224,58,106.5
 161400,90830,74,50.6
-161401,171809,63,
 161404,97215,71,90.5
 161407,115106,40,146.5
 161423,35501,60,147.7
@@ -36965,7 +36450,6 @@
 162874,164106,62,106.5
 162877,127707,83,27.5
 162880,4796,47,148.3
-162882,133666,36,nan
 162883,80214,62,102.1
 162886,3034,59,152.0
 162887,113774,46,144.3
@@ -37091,7 +36575,6 @@
 163412,144242,42,80.3
 163415,168017,39,214.2
 163421,19826,81,50.0
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 163451,174948,29,204.6
 163454,16342,66,192.0
 163462,20260,73,104.0
@@ -37240,7 +36723,6 @@
 164087,142934,70,92.1
 164090,137108,24,203.0
 164092,149986,72,146.0
-164096,150474,71,
 164104,126580,27,167.0
 164105,38605,57,139.6
 164111,97551,81,47.2
@@ -37322,7 +36804,6 @@
 164440,1292,83,64.3
 164444,150865,70,297.8
 164452,156944,73,94.5
-164459,146898,64,
 164467,103049,78,106.4
 164475,10518,46,171.8
 164476,4199,34,142.1
@@ -37377,7 +36858,6 @@
 164674,118131,57,123.6
 164679,99744,81,83.6
 164680,153589,88,136.8
-164687,98246,78,nan
 164688,183832,75,100.6
 164689,116125,60,146.3
 164693,180640,60,119.2
@@ -37397,7 +36877,6 @@
 164736,138215,52,100.5
 164740,109100,46,98.1
 164742,120526,49,190.4
-164744,87205,33,nan
 164745,134131,54,133.0
 164748,8405,68,93.0
 164749,42356,27,354.6
@@ -37470,7 +36949,6 @@
 165037,73705,22,216.2
 165041,3996,73,106.6
 165046,83666,74,104.1
-165052,135934,63,nan
 165062,97567,88,79.3
 165069,13350,51,131.5
 165071,125447,54,112.0
@@ -37604,7 +37082,6 @@
 165621,66363,52,194.8
 165622,117424,20,224.6
 165626,51414,74,90.9
-165627,85771,69,nan
 165635,76636,89,46.1
 165638,100048,81,93.8
 165657,104692,63,109.7
@@ -37687,7 +37164,6 @@
 166010,7666,82,63.3
 166011,149236,66,99.9
 166015,78723,78,103.2
-166018,75206,77,nan
 166034,120553,63,128.0
 166038,102017,63,179.8
 166041,38287,24,158.3
@@ -37760,7 +37236,6 @@
 166309,91226,72,127.4
 166313,78714,54,163.3
 166317,17560,58,81.8
-166336,179187,59,nan
 166348,172820,52,190.5
 166352,103486,68,94.7
 166356,161314,71,133.7
@@ -37820,7 +37295,6 @@
 166591,80072,61,132.6
 166599,39538,75,109.7
 166600,131428,48,167.0
-166608,105917,81,
 166609,156616,68,37.7
 166616,172372,68,99.3
 166620,18459,78,85.0
@@ -37839,7 +37313,6 @@
 166695,93459,46,99.3
 166697,13946,55,147.9
 166705,112554,51,195.9
-166711,174971,53,
 166712,24241,38,186.6
 166717,83164,73,102.0
 166721,182799,69,156.3
@@ -37925,7 +37398,6 @@
 167027,87307,45,90.0
 167028,108256,78,216.6
 167032,133938,43,227.0
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 167034,130577,86,88.0
 167035,18164,55,188.6
 167042,120555,77,107.8
@@ -38092,9 +37564,7 @@
 167751,1088,74,119.0
 167755,67241,59,137.0
 167758,113582,45,227.5
-167760,85789,41,nan
 167768,180207,65,163.0
-167771,109524,30,nan
 167781,72996,68,137.7
 167782,3150,51,126.4
 167785,3029,65,96.0
@@ -38130,7 +37600,6 @@
 167948,99524,27,208.1
 167955,61161,49,119.3
 167956,91146,40,102.9
-167965,34128,73,-46.7
 167977,2361,20,183.2
 167989,13979,59,96.7
 167994,54851,65,165.8
@@ -38258,13 +37727,11 @@
 168532,155281,26,187.0
 168533,19163,44,213.0
 168535,123547,72,165.5
-168536,132681,73,nan
 168540,173811,56,201.0
 168542,138653,63,137.7
 168543,90640,66,87.2
 168546,8595,79,119.0
 168549,13873,70,135.4
-168556,90443,36,nan
 168560,86245,86,125.8
 168564,121073,67,144.0
 168570,88495,35,196.6
@@ -38335,19 +37802,15 @@
 168828,77313,50,202.7
 168830,123453,57,233.0
 168833,103834,36,181.1
-168836,123361,65,nan
 168842,93741,55,79.3
-168852,102328,83,
 168855,173797,86,82.7
 168859,24765,71,54.3
 168861,85885,56,154.3
 168865,156373,78,30.3
 168880,185107,29,160.2
 168882,84968,56,84.8
-168885,99731,36,nan
 168893,107461,62,156.9
 168904,1061,46,130.3
-168905,5475,43,nan
 168907,86231,86,80.0
 168909,184190,83,99.2
 168910,37310,70,136.5
@@ -38454,7 +37917,6 @@
 169439,95284,30,293.4
 169454,121316,59,119.7
 169459,130484,30,222.0
-169460,119138,85,nan
 169463,36521,72,178.7
 169465,84875,57,122.5
 169466,77771,36,149.3
@@ -38557,7 +38019,6 @@
 169863,162391,31,188.8
 169864,105141,90,137.7
 169869,160641,68,81.8
-169870,90602,60,nan
 169873,19630,87,89.0
 169877,109156,69,95.0
 169885,60375,85,53.6
@@ -38570,7 +38031,6 @@
 169917,91544,40,209.0
 169918,23412,54,164.0
 169919,78732,75,108.6
-169921,139512,69,nan
 169923,129482,81,146.8
 169926,33962,53,142.4
 169928,77260,83,78.6
@@ -38793,11 +38253,9 @@
 170889,84735,56,96.9
 170896,79134,70,113.9
 170904,159771,63,124.5
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 170914,3055,69,131.0
 170916,38530,34,172.2
 170920,85666,53,61.1
-170923,146195,78,nan
 170929,78125,69,72.4
 170931,19198,68,163.8
 170933,87078,58,153.9
@@ -38835,7 +38293,6 @@
 171051,93036,86,92.8
 171054,129419,68,97.3
 171055,116195,56,91.2
-171064,78240,79,-204.2
 171068,53269,59,142.6
 171069,96618,69,217.8
 171075,105237,72,97.9
@@ -38911,7 +38368,6 @@
 171362,80248,72,114.4
 171366,1814,50,150.1
 171367,122472,65,129.5
-171368,116660,73,-167.8
 171378,123270,44,270.0
 171380,160848,66,151.3
 171386,141924,46,132.0
@@ -38980,7 +38436,6 @@
 171675,109442,69,272.0
 171683,37172,57,117.6
 171686,1323,19,163.0
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 171695,162432,53,144.0
 171697,107898,63,135.2
 171700,143654,56,131.8
@@ -39080,7 +38535,6 @@
 172155,110401,71,87.7
 172156,88529,68,126.6
 172161,171157,77,93.5
-172163,105687,66,
 172165,36701,20,197.0
 172174,141097,78,117.3
 172177,77394,74,105.1
@@ -39169,7 +38623,6 @@
 172571,146209,70,164.5
 172574,99248,80,90.5
 172581,109948,39,96.0
-172584,86313,33,nan
 172586,100966,52,153.8
 172587,79418,34,146.7
 172605,138877,64,150.9
@@ -39291,7 +38744,6 @@
 173097,80229,59,92.2
 173099,17678,61,117.0
 173100,149548,69,124.3
-173101,101278,87,-13.6
 173108,174843,69,181.5
 173109,5673,58,126.0
 173112,162378,81,104.1
@@ -39476,7 +38928,6 @@
 173917,107363,23,144.9
 173925,172761,49,130.3
 173928,173156,55,150.7
-173929,100135,23,nan
 173931,147147,74,201.3
 173933,86303,80,58.6
 173934,6443,45,149.0
@@ -39579,7 +39030,6 @@
 174374,76620,66,111.1
 174381,172661,88,38.0
 174382,92529,19,92.9
-174387,158721,29,nan
 174392,95781,48,195.7
 174395,18668,63,140.7
 174397,5240,75,56.2
@@ -39602,7 +39052,6 @@
 174471,101547,20,189.9
 174474,74750,63,89.3
 174482,178834,70,156.8
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 174498,130420,45,93.0
 174500,24787,71,134.5
 174509,121754,53,114.2
@@ -39815,7 +39264,6 @@
 175352,68802,64,153.8
 175357,173128,71,95.6
 175369,34203,75,86.5
-175374,89667,47,nan
 175390,16848,51,263.5
 175393,153605,62,127.1
 175400,174937,85,44.3
@@ -39862,7 +39310,6 @@
 175537,18325,18,196.2
 175538,6115,36,511.0
 175540,164231,43,151.5
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 175547,47214,56,129.0
 175555,79103,45,250.8
 175556,155947,65,159.1
@@ -39941,7 +39388,6 @@
 175901,113904,47,160.5
 175903,35503,71,129.8
 175904,178526,78,119.4
-175905,51775,63,nan
 175911,167462,64,143.5
 175920,72616,47,128.1
 175922,19135,35,205.6
@@ -39970,7 +39416,6 @@
 176010,115740,60,134.4
 176016,132850,62,142.0
 176023,14494,48,157.8
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 176028,98593,46,176.4
 176029,11590,67,118.0
 176038,167575,62,181.8
@@ -40046,7 +39491,6 @@
 176353,92292,86,61.7
 176355,100005,74,160.0
 176357,130208,52,118.3
-176358,80310,67,nan
 176360,110595,78,36.7
 176370,84671,49,209.6
 176377,78672,47,192.5
@@ -40156,14 +39600,12 @@
 176866,157474,68,121.5
 176873,31670,46,115.0
 176874,412,47,198.0
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 176880,17236,59,102.0
 176883,47625,76,77.8
 176892,177621,33,156.5
 176896,128239,82,111.9
 176899,137509,61,146.0
 176901,133977,58,137.0
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 176912,68157,59,182.9
 176913,130877,58,95.0
 176916,177041,76,165.2
@@ -40212,7 +39654,6 @@
 177068,162807,67,89.0
 177069,96804,73,129.2
 177072,79737,85,89.4
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 177087,17857,57,131.7
 177092,153762,21,120.6
 177093,104200,52,113.6
@@ -40274,7 +39715,6 @@
 177298,183095,59,118.0
 177304,42604,51,130.8
 177315,151645,63,150.5
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 177325,158398,53,96.6
 177328,161340,83,93.0
 177329,16792,46,165.1
@@ -40328,7 +39768,6 @@
 177542,153287,28,104.0
 177544,949,82,109.8
 177551,135333,22,104.0
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 177559,14111,59,128.4
 177562,115243,31,182.6
 177565,37895,47,175.5
@@ -40482,7 +39921,6 @@
 178204,145341,73,157.6
 178206,1663,70,62.0
 178215,130602,31,196.0
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 178237,112760,63,147.5
 178238,132123,23,171.0
 178240,155526,56,166.9
@@ -40605,7 +40043,6 @@
 178828,157023,68,72.5
 178832,78215,18,227.4
 178836,159349,71,55.2
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 178846,120330,63,82.9
 178867,6636,58,166.0
 178868,117384,50,169.0
@@ -40742,7 +40179,6 @@
 179456,49889,62,156.9
 179464,96638,20,192.3
 179465,158267,69,108.7
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 179478,928,86,102.6
 179481,12031,65,123.0
 179483,42018,67,95.6
@@ -40758,7 +40194,6 @@
 179532,103779,77,100.2
 179539,12735,71,128.0
 179546,86105,46,157.8
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 179555,142638,69,73.9
 179556,78873,56,144.2
 179557,165418,31,156.0
@@ -40803,7 +40238,6 @@
 179714,107577,72,116.6
 179716,73125,28,168.0
 179722,145872,81,126.4
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 179729,146126,77,78.5
 179735,103089,86,63.6
 179740,102889,62,114.9
@@ -41012,7 +40446,6 @@
 180639,45512,51,159.9
 180647,12278,47,190.3
 180649,92567,36,99.5
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 180657,92296,48,143.7
 180658,126571,85,75.0
 180660,108269,80,113.8
@@ -41066,7 +40499,6 @@
 180874,161552,89,94.0
 180875,9431,54,146.8
 180876,78289,43,150.0
-180893,84410,83,nan
 180897,152902,59,236.1
 180904,127995,87,50.4
 180916,101067,81,45.3
@@ -41114,7 +40546,6 @@
 181085,101246,79,242.6
 181103,174592,67,119.8
 181105,183096,66,103.8
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 181120,16548,65,130.0
 181128,120697,78,83.0
 181131,174121,68,98.1
@@ -41189,7 +40620,6 @@
 181466,21856,83,119.5
 181476,85910,76,138.8
 181479,108732,26,194.5
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 181491,142554,49,150.0
 181495,183027,63,146.2
 181499,136167,80,85.5
@@ -41219,7 +40649,6 @@
 181628,98945,68,175.5
 181649,87885,85,71.9
 181668,126200,83,138.0
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 181674,107485,54,177.0
 181675,2534,49,160.3
 181683,22412,75,136.0
@@ -41279,7 +40708,6 @@
 181942,59361,60,200.5
 181943,116221,79,141.8
 181947,22573,78,99.1
-181948,61848,37,nan
 181949,157897,64,116.7
 181962,122311,66,190.1
 181968,19365,40,216.1
@@ -41497,7 +40925,6 @@
 182979,85415,48,186.2
 182982,161439,60,155.7
 182996,77366,51,175.5
-182997,77936,74,
 183004,134374,60,76.0
 183005,169017,55,139.5
 183006,25223,84,149.1
@@ -41564,7 +40991,6 @@
 183250,615,57,159.3
 183255,130856,19,166.0
 183264,10835,19,166.5
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 183274,120230,62,127.9
 183276,123571,41,182.8
 183278,2478,83,118.2
@@ -41649,7 +41075,6 @@
 183613,12888,63,108.0
 183616,50263,72,158.6
 183617,60362,49,156.3
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 183634,16661,58,87.0
 183641,151398,65,155.3
 183646,99367,66,123.9
@@ -41873,7 +41298,6 @@
 184579,120563,68,132.0
 184588,9975,80,116.0
 184595,131377,82,134.0
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 184599,137470,69,163.0
 184603,122367,68,146.4
 184604,146361,87,83.5
@@ -41888,7 +41312,6 @@
 184657,112967,21,303.2
 184662,77725,47,99.1
 184665,125215,41,155.0
-184671,141260,60,
 184672,175714,32,192.7
 184684,98928,25,113.0
 184695,159187,59,159.9
@@ -41963,7 +41386,6 @@
 184988,107018,46,170.4
 184991,120966,66,144.9
 184994,119701,80,104.6
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 185005,36139,78,145.0
 185006,36446,70,105.6
 185007,100028,57,140.8
@@ -42048,7 +41470,6 @@
 185408,105108,61,181.0
 185410,184317,66,85.9
 185411,100018,63,106.4
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 185427,138425,53,81.1
 185428,123596,55,100.6
 185430,129527,45,125.0
@@ -42071,7 +41492,6 @@
 185514,137362,48,185.0
 185516,87953,52,148.2
 185517,103935,45,175.8
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 185539,117534,83,105.4
 185549,85382,52,98.0
 185551,116590,85,129.1
@@ -42117,7 +41537,6 @@
 185729,19576,56,117.3
 185731,167828,29,254.0
 185745,11887,56,122.0
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 185751,157589,64,177.9
 185756,37528,44,194.0
 185757,94075,47,145.1
@@ -42185,7 +41604,6 @@
 186078,155588,87,105.4
 186079,165804,63,125.9
 186090,26734,71,66.5
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 186096,165776,25,163.4
 186099,144214,81,65.5
 186101,40059,56,122.1
@@ -42221,7 +41639,6 @@
 186214,144122,65,200.3
 186222,114626,59,119.8
 186224,17017,65,149.0
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 186233,115133,21,188.7
 186242,843,41,217.6
 186245,1374,47,154.9
@@ -42282,7 +41699,6 @@
 186504,139773,73,132.3
 186506,87101,41,153.2
 186509,79652,79,108.7
-186510,155181,62,nan
 186511,167973,67,81.1
 186512,99094,32,209.5
 186513,111279,59,149.0
@@ -42302,7 +41718,6 @@
 186577,78623,59,134.8
 186581,109857,42,89.1
 186583,14269,69,126.5
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 186593,104912,39,168.8
 186595,82532,78,78.2
 186598,101836,33,181.4
@@ -42525,7 +41940,6 @@
 187498,55042,59,155.8
 187503,148162,72,124.8
 187505,13972,59,179.7
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 187510,113007,44,186.0
 187511,179729,47,145.5
 187517,148607,79,95.4
@@ -42618,7 +42032,6 @@
 187852,68397,64,116.8
 187855,80192,63,99.2
 187859,127537,68,196.5
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 187862,142882,70,57.8
 187866,91969,52,131.6
 187871,23968,78,167.2
@@ -42733,7 +42146,6 @@
 188297,112225,56,196.7
 188298,184244,77,77.1
 188308,107709,68,117.8
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 188322,120970,38,107.0
 188323,157058,71,217.8
 188325,40538,63,121.9
@@ -42768,7 +42180,6 @@
 188460,29811,64,143.0
 188471,161137,85,55.0
 188476,18571,46,105.3
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 188483,174666,70,96.6
 188486,133381,39,166.0
 188487,126592,36,171.0
@@ -42801,7 +42212,6 @@
 188641,12449,37,189.5
 188642,133047,69,147.5
 188645,76640,51,130.3
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 188653,114094,61,152.0
 188656,798,64,153.6
 188661,122918,61,139.8
@@ -42829,7 +42239,6 @@
 188745,22293,46,113.8
 188752,95216,26,161.6
 188756,84956,89,69.9
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 188763,182079,86,84.7
 188771,99746,34,168.1
 188773,63231,65,92.3
@@ -42919,7 +42328,6 @@
 189155,118877,53,159.7
 189157,2201,22,195.7
 189159,95499,49,189.9
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 189164,90909,39,247.5
 189165,111195,38,245.5
 189177,173677,49,179.0
@@ -43009,13 +42417,11 @@
 189536,33415,45,181.8
 189539,89533,86,93.2
 189545,134981,72,151.0
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 189549,139259,52,73.0
 189556,31470,55,114.9
 189559,136121,87,114.0
 189565,140144,37,156.2
 189568,15532,54,176.1
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 189572,91974,24,84.5
 189577,157983,80,149.0
 189578,167079,78,129.5
@@ -43056,11 +42462,9 @@
 189737,174485,61,130.0
 189746,174996,52,125.7
 189747,69474,49,155.7
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 189752,182149,72,64.6
 189766,92526,30,235.4
 189768,156486,77,116.7
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 189778,38938,76,173.1
 189790,132808,49,102.0
 189792,134672,82,48.5
@@ -43076,7 +42480,6 @@
 189822,161210,68,117.1
 189828,167511,40,215.2
 189839,93078,65,119.3
-189840,143285,67,nan
 189846,170943,79,83.5
 189852,184976,69,110.6
 189857,7129,23,170.0