[sumo-user] Convert lat lon file to a valid sumo route

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[sumo-user] Convert lat lon file to a valid sumo route

From: Augusto Ruviaro <caruviaro@xxxxxxxxxxx>
Date: Wed, 14 May 2025 14:47:33 +0000
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Thread-topic: Convert lat lon file to a valid sumo route

I've been working on converting OBD device output—specifically latitude and longitude positions—into a valid SUMO route. I tested several approaches suggested in the SUMO documentation, but encountered multiple errors along the way. The only method that worked reliably was creating a trip using the lat/lon data from a CSV file and then converting this trip into a valid route using the duarouter tool:

'''

duarouter -n teste.net.xml -t trip_from_gps.xml -o route.rou.xml --mapmatch.distance 50 --repair

'''

While this process successfully generates a valid route, the resulting trajectories are often inaccurate. For instance, the vehicle may perform unrealistic loops or even move backward when it should be going forward.

My question is: are there any recommended tools or preprocessing steps to filter or clean OBD data before converting it to a SUMO route? Is there a more accurate or reliable workflow for this task?

My ultimate goal is to take an OBD dataset—with latitude, longitude, speed, acceleration, etc.—and reproduce this driving pattern as faithfully as possible within SUMO.

ï»¿# StartTime = 04/08/2025 05:45:28.1143 PM
Time (sec), Intake manifold absolute pressure (kPa), Engine RPM (RPM), Vehicle speed (km/h), Intake air temperature (Â°C), Absolute throttle position (%), Fuel level input (%), Fuel/Air commanded equivalence ratio, Relative throttle position (%), Alcohol fuel percentage (%), Trip Distance (km), Trip Fuel (l), Latitude (deg), Longitude (deg), Altitude (m), Bearing (deg), GPS Speed (km/h), Horz Accuracy (m), Accel X (m/sÂ²), Accel Y (m/sÂ²), Accel Z (m/sÂ²), Accel (Grav) X (m/sÂ²), Accel (Grav) Y (m/sÂ²), Accel (Grav) Z (m/sÂ²), Rotation Rate X (deg/s), Rotation Rate Y (deg/s), Rotation Rate Z (deg/s), Magnetometer X (ÂµT), Magnetometer Y (ÂµT), Magnetometer Z (ÂµT)
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198.953,50,1969.5,13,42,17.647058,12.941176,0.999424,7.45098,40,0.4005488,0.06806481,-22.536032,-43.207417,841,174.99712,10.527945,8.899,-0.13485515,0.8140998,0.16930595,2.39595,-0.89595,9.48795,-1.0950656,2.1192276,0.512081,1.8375001,12.375001,18.075
200.012,43,2551,17,42,17.647058,12.941176,0.999424,7.45098,40,0.4057487,0.06906032,-22.536076,-43.207413,847.2,175.00119,11.949579,9.169,-0.806763,0.6159296,-0.650457,3.9199502,-0.564,10.016999,-1.8671261,-2.7100904,0.23634508,1.8375001,12.281251,18.5625
201.008,23,2206,18,42,14.117647,12.941176,0.999424,4.3137255,40,0.41129902,0.06967186,-22.536125,-43.20741,847.2,173.99574,13.301807,9.169,0.19439392,-0.9308951,-1.1687325,2.8860004,1.09095,10.318951,-1.9380296,3.0330954,-0.6775226,1.7437501,11.793751,18
201.964,38,1469,18,42,16.078432,12.941176,0.999424,5.490196,40,0.4153835,0.070180945,-22.536177,-43.207405,847.2,174.99294,14.639315,9.169,-0.5353962,0.14036919,0.8427118,3.2830503,0.37995002,8.215051,-3.757887,2.1192276,-1.5835121,2.15625,12.675,18.75
203.002,30,1490,19,42,12.941176,12.941176,0.999424,5.490196,40,0.42182294,0.07070969,-22.536228,-43.2074,847.2,178.97903,15.628062,9.169,-0.46119666,0.101940446,-1.3694503,3.64995,0.38805002,10.843051,-0.11817254,1.8434918,-4.592973,2.25,13.687501,19.2
204.002,35,1523.5,18,42,16.470589,12.941176,0.999424,6.6666665,40,0.42483497,0.07098423,-22.536282,-43.207405,847.2,183.97653,16.589468,9.169,0.13933021,-0.27305242,0.18394548,2.6560504,0.94500005,9.16005,-1.1659691,-4.1124043,-4.876587,0.675,15.375001,19.29375
204.997,28,1584,19,42,13.725491,20,0.999424,3.137255,40,0.43232828,0.071660586,-22.536333,-43.207417,841.7,188.97435,17.576609,9.116,-0.1787902,-0.103437684,0.5323368,3.3220499,0.81105006,8.73705,-2.780994,0.78781694,-4.8056836,-0.8625,17.0625,19.40625
206.034,26,1565.5,20,42,13.725491,20,0.999424,3.5294118,40,0.435255,0.071876,-22.536385,-43.207428,841.7,193.9662,18.679098,9.116,-1.6867461,-3.0777276,-2.0110595,3.4050002,1.4190001,9.514951,1.8434918,-1.7331973,-3.261562,-0.88125,18.6,18.975
207.004,26,1549.5,20,42,13.725491,20,0.999424,3.137255,40,0.44188482,0.072298475,-22.536436,-43.207447,841.7,196.97404,19.72078,9.352,0.33532336,0.28846624,1.3633194,2.78595,0.35895002,7.923001,-2.0089333,-1.2368727,-2.9149227,-1.0500001,19.0125,18.46875
207.993,26,1524.5,19,42,13.333333,20,0.999424,3.137255,40,0.44786835,0.072690256,-22.536484,-43.207466,841.7,200.95131,20.338528,9.116,-0.8077993,-1.5954494,-1.5466739,4.3980002,1.9909502,10.64595,-0.96113676,-1.2368727,-3.6160798,-0.90000004,18.9375,19.368752
208.985,24,1406,17,42,12.941176,20,0.999424,2.745098,40,0.4519266,0.072964,-22.536528,-43.20749,841.7,204.9385,20.368856,9.352,0.4059312,0.03941389,-0.690799,3.3310504,-0.48195,9.832951,0.92962396,1.630781,5.483206,-0.90000004,19.03125,20.38125
210.014,25,1178,15,42,12.54902,20.392157,0.999424,2.3529413,40,0.45653734,0.07328005,-22.536566,-43.207504,841.7,198.19533,19.911388,7.7,0.63681114,-0.13604976,1.1523714,2.7520502,-1.605,7.9279504,11.502128,1.347167,21.026834,-0.69375,18.337502,20.7
211.006,60,1176.5,15,42,14.117647,20.392157,0.999424,3.9215686,40,0.46075547,0.073711,-22.536606,-43.20751,841.7,175.89452,19.29941,7.7,-1.3080839,2.143717,-0.59415257,4.5880504,-3.6720002,9.201,11.502128,1.347167,21.026834,-0.69375,18.337502,20.7
212.004,35,1286.5,18,42,13.725491,20.392157,0.999424,3.137255,40,0.46627346,0.074193135,-22.536644,-43.207497,841.7,150.84354,18.58128,7.7,1.0754372,0.8844993,0.27600917,2.7379498,-1.011,8.845051,11.502128,1.347167,21.026834,-0.69375,18.337502,20.7
213.013,27,1430.5,18,42,12.941176,20.392157,0.999424,2.745098,40,0.47061858,0.07449932,-22.536678,-43.20747,841.7,141.31033,18.229904,7.7,-1.0170803,-0.57757044,-2.8561969,4.49895,0.9880501,11.635051,11.502128,1.347167,21.026834,-0.69375,18.337502,20.7
213.997,23,1560,19,42,12.941176,20.392157,0.999424,2.745098,40,0.47658315,0.07484843,-22.536716,-43.207436,841.7,141.00938,17.987303,7.7,1.2422581,1.7014376,-0.46213803,2.436,-1.6099502,9.64395,11.502128,1.347167,21.026834,-0.69375,18.337502,20.7
215.016,27,1539,19,42,13.725491,21.17647,1.9988174,3.5294118,40,0.48127618,0.07508706,-22.536758,-43.207397,841.7,140.01155,17.918596,7.7,-2.1572902,2.52793,-0.43306547,5.9989505,-3.0619502,9.61995,11.502128,1.347167,21.026834,-0.69375,18.337502,20.7
216.005,28,1587,20,42,13.725491,21.17647,1.9988174,2.745098,40,0.48593676,0.075251475,-22.536798,-43.20736,841.7,140.00069,17.78341,7.7,-0.1729637,-0.61399937,3.2911215,3.381,1.6870501,5.868001,11.502128,1.347167,21.026834,-0.63750005,4.05,17.8875
217.036,32,1491.5,19,42,14.509804,21.17647,0.880108,3.9215686,40,0.49273935,0.07558938,-22.53684,-43.20732,840.7,142.96329,17.660906,7.7,-0.6203731,-0.2830446,2.2266684,3.45795,0.0139500005,7.2169504,11.502128,1.347167,21.026834,3.80625,2.4,16.125
217.991,33,1483.5,19,42,13.725491,21.17647,0.870592,3.5294118,40,0.49545553,0.07585749,-22.53688,-43.207283,840.7,142.0143,17.720459,7.7,-0.76631534,-0.19745904,-2.6098547,4.17105,-0.396,11.74995,11.502128,1.347167,21.026834,27.525002,-6.1875005,4.55625
219.006,27,1425,18,42,12.941176,21.17647,0.870592,2.745098,40,0.5022519,0.07638022,-22.536919,-43.207245,840.7,138.0652,17.81038,7.7,2.4182954,1.4673388,-0.34838676,1.86195,-3.17895,9.649051,11.502128,1.347167,21.026834,25.63125,-12.0375,-0.15
220.011,27,1189.5,15,42,12.54902,21.17647,0.871324,2.3529413,40,0.5067059,0.0767392,-22.536951,-43.207207,840.7,122.467735,17.923082,7.7,0.46260896,1.725975,0.1053789,3.4680002,-3.8160002,8.904,11.502128,1.347167,21.026834,33.3375,-13.51875,20.7
220.995,52,1122,15,42,17.254902,7.45098,0.944036,7.0588236,40,0.51128566,0.077237986,-22.536968,-43.20717,840.7,95.119225,17.97604,7.7,-0.029030519,1.2382929,-0.040932853,2.94405,-3.696,9.80895,11.502128,1.347167,21.026834,12,-15.337501,12.13125
221.998,51,1165.5,16,42,12.941176,7.45098,0.999424,2.745098,40,0.51579213,0.077817716,-22.536964,-43.20713,840.7,64.85688,17.845509,7.7,0.20311618,0.08766888,-0.0375191,2.6710503,-0.68595004,9.46395,11.502128,1.347167,21.026834,12,-15.337501,12.13125
223.005,32,1110,14,42,12.941176,7.45098,0.999424,2.745098,40,0.5197703,0.07818314,-22.536942,-43.207096,840.7,48.62302,17.76787,7.683,0.10429716,0.28797182,0.06275701,2.90505,0.34395,9.177,11.502128,1.347167,21.026834,12,-15.337501,12.13125
224.007,31,1112,14,42,12.941176,7.45098,0.999424,2.745098,40,0.5219672,0.07833655,-22.536911,-43.207066,840.7,48.994404,17.397482,7.666,-0.06131931,0.11001311,0.38130048,2.92695,0.54105,9.0070505,11.502128,1.347167,21.026834,-3.43125,-17.1375,6.7312503
225.011,36,1107.5,13,42,13.333333,7.45098,0.999424,3.137255,40,0.5284295,0.07899829,-22.536882,-43.207035,840.2,51.97104,16.836536,8.853,-0.35063627,0.09214767,-0.048122913,3.2740502,0.21495001,9.438001,11.502128,1.347167,21.026834,-3.6750002,-17.625,6.15
226.013,33,1082.5,13,42,12.941176,7.45098,0.999424,2.745098,40,0.5296227,0.07911114,-22.536858,-43.207,840.2,52.993477,16.275476,8.839,0.45580056,-0.3216537,0.20984694,2.1370502,0.61695004,8.23695,11.502128,1.347167,21.026834,-3.7125,-17.493752,4.5375004
227.022,32,1036,13,42,12.54902,20.392157,0.999424,2.745098,40,0.53150487,0.079266235,-22.536835,-43.206974,840.2,53.99448,15.548504,8.825,0.11659666,-0.019903632,-0.008445906,2.6729999,0.31094998,9.471001,11.502128,1.347167,21.026834,-2.53125,-17.90625,8.1
228.017,40,928.5,12,42,12.941176,20.392157,0.999424,2.745098,40,0.5370791,0.07991302,-22.536814,-43.206944,840.2,54.002323,14.818868,8.81,0.24584919,-0.14496136,-0.35253257,3.4290001,0.79905003,9.28995,11.502128,1.347167,21.026834,1.25625,-16.9125,13.781251
229.004,35,889.5,11,42,12.54902,20.392157,0.999424,2.3529413,40,0.5390125,0.08008928,-22.536795,-43.206917,840.2,58.93539,14.059612,9.012,1.0983229,0.40124577,0.84384954,1.7179501,0.91605,8.14305,11.502128,1.347167,21.026834,1.5375,-17.41875,10.725
230.006,74,901.5,10,42,16.470589,20.392157,0.999424,6.27451,40,0.54283947,0.08064736,-22.536787,-43.206886,840.2,74.843666,13.568317,7.6,0.48518777,0.27811173,1.1762768,2.0080502,2.601,8.079,11.502128,1.347167,21.026834,6.43125,-15.825001,8.231251
230.971,67,1073,13,42,16.862745,20.392157,0.999424,6.6666665,40,0.54568094,0.081150666,-22.53679,-43.206852,840.2,87.85171,13.063555,7.6,-0.35966605,-0.54544526,-1.5349966,2.7880502,3.6420002,10.40205,11.502128,1.347167,21.026834,14.6625,-11.4375,11.493751
232.003,74,1275.5,15,42,20.392157,20.392157,0.999424,9.803922,40,0.5499736,0.08194538,-22.53681,-43.206814,840.2,129.77896,13.456143,7.6,-1.771269,1.4791927,4.8602753,3.231,-1.19805,4.53195,11.502128,1.347167,21.026834,17.90625,-6.8812504,4.4625
233.004,79,1589,19,42,21.960785,16.470589,0.999424,11.764706,40,0.554754,0.08284048,-22.536844,-43.20678,840.2,137.79327,14.110524,7.6,2.1077316,1.0361573,6.199693,-0.31904998,-1.404,3.5080502,11.502128,1.347167,21.026834,17.306252,-6.0937505,2.8500001
233.984,64,1991.5,25,42,17.647058,16.470589,0.999424,7.0588236,40,0.5629054,0.08421069,-22.536888,-43.206738,840.2,136.03812,15.055187,7.6,-1.16825,-4.29619,-2.9002595,3.8100002,4.5030003,12.460051,11.502128,1.347167,21.026834,16.087502,-6.1125,0.76875
234.999,49,2078.5,26,42,17.254902,16.470589,0.999424,7.0588236,40,0.5677245,0.084842384,-22.536932,-43.206688,840.2,134.03842,16.185461,7.6,4.901567,1.4073459,1.2721773,-2.181,-1.0690501,8.00895,11.502128,1.347167,21.026834,16.10625,-7.1250005,2.86875
236.003,47,2162,26,42,17.647058,16.470589,0.999424,7.8431373,40,0.57619977,0.085872255,-22.536982,-43.206635,840.2,134.00969,28.67714,7.616,-1.786055,-0.9401782,-1.296426,4.5370502,0.44295,11.118001,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
236.997,51,2213,28,42,18.82353,16.470589,0.999424,9.411765,40,0.5820734,0.08652497,-22.537039,-43.206566,840.2,133.03891,30.478752,7.64,1.5862622,2.5161264,5.1129527,0.34005,-2.91105,4.0680003,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
238.011,35,2219,29,42,14.117647,10.588235,0.999424,3.9215686,39.60784,0.5932807,0.08781514,-22.537096,-43.2065,840.2,132.03204,30.530436,7.65,0.10999843,-1.8695041,-0.5469798,2.9530501,1.6890001,10.266001,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
239.007,39,1585.5,28,42,21.568628,10.588235,0.999424,15.294118,39.60784,0.5978169,0.08826318,-22.53715,-43.206436,840.2,132.97725,30.572737,7.68,-1.1297098,0.899552,4.0538373,3.0559502,-1.353,5.45895,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
240.021,90,1541,29,42,34.901962,10.588235,0.999424,17.647058,39.60784,0.607371,0.089741886,-22.537209,-43.20637,840.2,133.98373,32.845554,7.7,1.3954608,-2.1667802,-0.49487624,0.85005003,2.09805,10.383,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
241.007,83,1647.5,30,42,23.137255,10.588235,0.999424,12.941176,39.60784,0.6169938,0.091094464,-22.53727,-43.206306,840.2,134.00023,32.973843,7.7,1.9850469,-2.10994,3.7198198,-0.058950003,1.98405,5.6449504,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
242.009,77,1606,30,42,20.784313,10.588235,0.999424,10.980392,39.60784,0.6246708,0.09211993,-22.53733,-43.206238,840.2,133.01494,32.545425,7.7,4.303267,1.5572445,0.59101933,-1.8049501,-2.00895,8.95695,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
243.009,82,1552.5,29,42,30.19608,11.764706,0.999424,20,39.60784,0.63616335,0.093638286,-22.537384,-43.206173,840.2,130.0723,31.863262,7.7,0.48806667,-1.9940529,-5.1250677,1.5630001,0.9120001,14.887051,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
244.012,91,1560.5,29,42,70.196075,11.764706,0.999424,60,39.60784,0.6442086,0.09489893,-22.537434,-43.2061,840.2,127.05195,32.139378,7.7,0.6793355,-7.5645137,-9.275807,1.16295,7.5450006,19.324951,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
245.004,91,1574,29,42,70.588234,11.764706,0.999424,60.39216,39.60784,0.64797497,0.09545997,-22.537485,-43.206024,840.2,126.02527,33.218765,7.7,1.8180174,-0.71614814,4.9059386,-0.216,1.1700001,4.81005,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
246.006,91,1595,30,42,54.117645,11.764706,0.999424,41.960785,39.60784,0.6563502,0.09672966,-22.537539,-43.20595,840.2,128.91016,33.839558,7.7,-0.4124332,0.9470013,-2.4323626,3.3100502,5.604,14.494051,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
247.012,91,1646.5,32,42,44.705883,11.764706,0.999424,34.117645,39.60784,0.66622746,0.09832701,-22.537598,-43.205883,840.2,129.9545,34.218628,7.7,-1.5242199,-0.7566811,3.3055346,3.8740501,0.99300003,6.3460503,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
248.010,90,1664,31,42,39.215687,11.764706,0.999424,27.843138,39.60784,0.672239,0.09914705,-22.537659,-43.20582,840.2,129.04465,34.302395,7.7,2.02354,2.7628918,2.8048117,-0.67305005,-2.56395,6.58095,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
248.990,86,1686.5,32,42,29.019608,9.803922,0.999424,18.431372,39.60784,0.6835801,0.100832835,-22.537716,-43.20575,840.2,129.96764,34.772316,7.72,0.76113284,2.141372,3.337007,0.7350001,-2.36595,6.4249506,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
249.981,85,1694.5,32,42,27.450981,9.803922,0.999424,16.862745,39.60784,0.6902605,0.10181685,-22.537777,-43.205685,840.2,130.96736,35.112457,7.733,-3.141033,-5.2207727,3.3312507,5.1070504,4.656,6.09,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
251.003,82,1657.5,31,42,24.705883,9.803922,0.999424,14.509804,39.215687,0.70171285,0.103338405,-22.537834,-43.205616,840.2,131.00217,35.955906,7.78,2.6380243,0.7947163,6.681315,-1.12605,-1.38,2.60595,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
252.010,81,1633.5,31,42,23.921568,9.803922,0.999424,13.725491,39.215687,0.7113446,0.104686834,-22.537888,-43.205544,840.2,130.03441,35.12689,7.82,-5.0558953,0.38730976,1.4924947,6.6330004,-1.18605,7.8780003,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
253.004,83,1675.5,33,42,25.882353,9.803922,0.999424,16.078432,38.82353,0.7192814,0.10578913,-22.53794,-43.205467,840.2,129.03197,33.874763,7.84,0.20765196,1.3453215,1.3408254,1.3090501,-2.5159502,8.96895,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
254.000,86,1668,31,42,27.843138,8.627451,0.999424,18.039215,38.82353,0.72789925,0.10706377,-22.53799,-43.2054,840.2,129.96123,33.80631,7.85,0.7772014,3.931998,4.0273204,0.9670501,-5.352,5.57805,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
255.009,90,1630,32,42,45.098038,8.627451,0.999424,28.235294,38.82353,0.73707783,0.10836551,-22.538042,-43.20533,840.2,130.95659,34.294083,7.88,-0.43024725,3.1509516,1.3794612,2.49405,-3.5050502,8.3230505,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
256.011,87,1629.5,30,42,29.80392,8.627451,0.999424,20,38.82353,0.74428135,0.10943774,-22.5381,-43.205265,840.2,134.86348,34.41189,7.88,-0.6971656,-3.0097852,-1.6867881,2.97,3.55095,11.698951,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
257.009,90,1654.5,30,42,41.17647,8.627451,0.999424,30.980392,38.431374,0.75437576,0.1111364,-22.538162,-43.205208,840.2,140.78642,34.858433,7.88,0.053616352,1.8430119,-1.5040586,1.2589501,-1.5859499,10.98105,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
258.005,86,1615.5,31,42,28.235294,8.627451,0.999424,17.647058,38.431374,0.759924,0.11184669,-22.53823,-43.20516,840.2,144.85515,33.450977,7.9,-0.37590405,3.3523645,-1.012639,2.63505,-3.6000004,10.642051,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
259.003,82,1563,31,42,23.529411,9.803922,0.999424,12.54902,38.039215,0.76950675,0.11319986,-22.5383,-43.20511,840.2,146.92955,32.64634,7.9,-4.567934,-2.891549,-3.0169857,6.1189504,2.8470001,11.842951,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
259.985,79,1557.5,29,42,21.960785,9.803922,0.999424,11.372549,38.039215,0.7811499,0.11473621,-22.53837,-43.20506,840.2,145.07219,32.517773,7.9,1.8080146,0.88558334,5.1485176,-0.15405001,-1.38705,3.97305,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
260.981,78,1571,29,42,21.568628,9.803922,0.999424,11.372549,38.039215,0.784386,0.11511941,-22.538433,-43.205006,840.2,144.04788,32.62703,7.9,-3.6021752,-5.7251873,-2.6228797,5.5590005,5.2980003,11.29995,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
261.962,35,1476,29,42,12.941176,9.803922,0.999424,2.745098,37.64706,0.79656655,0.116172634,-22.538494,-43.204956,840.2,143.06215,30.786806,7.9,0.18009631,-0.10115307,1.477676,2.8909502,0.957,7.3660502,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
263.005,37,1400,26,42,17.254902,9.803922,1.062376,7.45098,37.64706,0.801173,0.116487384,-22.538551,-43.204914,840.2,145.24892,29.438423,7.9,-2.5711377,-2.1077015,-5.9036655,5.7340503,3.8520005,15.68295,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
264.002,69,1468,26,42,19.215687,9.803922,0.999424,9.019608,37.64706,0.8087659,0.11730155,-22.538616,-43.204884,840.2,151.57742,29.1328,7.916,-0.27884808,3.1458006,2.0980077,2.05095,-1.19295,6.9250503,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
265.010,86,1475.5,27,42,31.764706,22.745098,0.999424,42.7451,37.64706,0.8162605,0.118346654,-22.53869,-43.20487,840.2,161.49101,29.034943,7.933,-1.0836068,-3.6873896,-4.481757,3.006,6.111,15.055951,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
265.982,91,1583,29,42,70.588234,22.745098,0.999424,60,37.64706,0.82400686,0.119553156,-22.538769,-43.20487,840.2,173.54967,30.018652,7.933,1.3905019,2.3736093,4.1395082,0.33795002,-2.0670002,5.6500497,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
266.981,91,1624.5,31,42,70.588234,22.745098,0.999424,60.39216,37.64706,0.832067,0.1207482,-22.538853,-43.204872,840.2,179.89473,31.894968,7.94,1.1358988,0.38930216,9.830887,-0.025050001,-0.66705,-0.11805001,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
267.983,91,1682,32,42,70.588234,22.745098,0.999424,60.39216,37.64706,0.8381952,0.12167904,-22.538937,-43.20489,840.2,181.81268,33.11442,7.933,-1.4671018,3.8356688,1.8908682,3.8890505,-3.5260499,8.742001,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
269.000,91,1778,34,42,70.588234,22.745098,0.999424,60.39216,37.64706,0.8544525,0.12409275,-22.539024,-43.204903,840.2,183.60487,33.81372,7.92,-0.12942477,-3.471337,4.8320704,1.9069501,3.14895,5.3459997,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
270.008,91,1728.5,33,42,70.588234,6.6666665,0.999424,60.39216,37.64706,0.8593115,0.124853045,-22.539108,-43.204918,840.2,185.20029,33.76972,7.9,-0.7295736,-1.6498244,0.37204653,2.3719501,1.797,9.181951,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
271.000,86,1699,32,42,27.843138,6.6666665,0.999424,17.647058,37.64706,0.86988384,0.12645452,-22.539188,-43.20493,840.2,186.04944,33.061966,7.9,3.8530056,-3.4780996,-2.0574179,-1.542,3.381,12.187051,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
271.994,57,1569.5,29,42,14.509804,6.6666665,0.999424,4.3137255,37.64706,0.8783261,0.12757842,-22.539263,-43.204933,840.2,185.09282,31.621338,7.9,-2.0113199,-1.8279463,-0.52249765,4.69995,1.29195,9.739051,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
272.995,81,1273,24,42,28.235294,6.6666665,0.999424,37.2549,37.64706,0.8858383,0.12838145,-22.53933,-43.204933,840.2,182.10612,29.173666,7.9,-1.1332966,4.95928,-3.2183914,2.6179502,-6.8910003,12.417001,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
273.982,85,1177.5,24,42,21.17647,6.6666665,0.999424,10.980392,37.64706,0.89247173,0.12935877,-22.53939,-43.204918,840.2,175.4068,26.972692,7.9,2.0289204,4.0349083,1.6192695,0.71595,-5.14095,7.93305,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
274.979,37,1531,18,42,23.137255,8.235294,0.999424,16.078432,37.64706,0.89858556,0.12999779,-22.539436,-43.2049,840.2,168.95148,23.683165,7.9,1.4389446,1.9156604,-1.9948031,0.72300005,-2.091,11.436001,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
276.006,89,1402,17,42,56.07843,8.235294,0.999424,45.882355,37.64706,0.9015875,0.13065298,-22.539478,-43.20488,840.2,161.63383,22.158087,7.9,0.2505187,-4.047811,-6.6106753,0.079050004,3.35505,16.91595,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
277.002,85,1643,22,41,27.450981,8.235294,0.999424,17.254902,37.64706,0.9100402,0.13245885,-22.539522,-43.204853,840.2,155.97652,21.992203,7.9,0.946239,-0.8096711,3.1367965,0.15300001,2.3809502,6.282,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
278.000,84,1672,21,41,26.27451,8.235294,0.999424,16.078432,37.64706,0.91281945,0.13300985,-22.539572,-43.204834,840.2,158.78557,21.532518,7.88,3.1747637,-0.047240093,-2.4348679,-1.95105,1.8070501,12.22305,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
278.982,85,1798.5,21,41,46.666668,8.235294,0.999424,53.72549,37.64706,0.9196381,0.1345982,-22.539627,-43.204826,840.2,165.13658,21.467348,7.866,2.0351775,2.9369967,6.2977824,-0.69705003,-0.64305,2.9650502,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
280.009,91,1743,21,41,68.23529,8.235294,0.999424,57.64706,37.64706,0.9246431,0.13574204,-22.53968,-43.204838,840.2,175.87723,21.647627,7.85,0.8716589,0.8106432,8.303609,0.25605002,0.6840001,2.6710503,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
280.993,91,1758.5,22,41,69.411766,6.27451,0.999424,60,37.64706,0.9312312,0.13736936,-22.539738,-43.204865,840.2,188.61234,22.204142,7.82,-1.8486387,0.013506926,3.6421878,2.4,0.94305,5.3509502,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
282.006,91,1825,23,41,70.588234,6.27451,0.999424,60.39216,37.64706,0.9388586,0.13911466,-22.539791,-43.204906,840.2,199.37563,22.87699,7.816,-1.530886,2.0985687,-2.9114017,2.058,-2.04705,12.856952,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
283.011,91,1844.5,23,41,70.588234,6.27451,0.999424,60.39216,37.64706,0.9424152,0.13986827,-22.539845,-43.204956,840.2,206.82455,23.745485,7.8,-11.221393,-4.2729545,3.8317485,12.951,3.9720001,5.961001,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
283.987,85,1996,25,41,23.529411,6.27451,0.999424,10.196078,37.64706,0.9514795,0.14181963,-22.539896,-43.205006,840.2,212.25966,24.972137,7.8,-4.1049695,-1.7741313,1.0326699,5.50905,1.077,8.65995,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
284.993,66,1876,25,41,18.82353,6.27451,0.999424,8.627451,37.64706,0.95674187,0.14269784,-22.539946,-43.20505,840.2,215.22464,24.471798,7.8,0.3226968,-1.3518062,-3.0558834,2.01495,1.014,12.7759495,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
286.005,64,1749.5,22,41,18.431372,6.27451,0.999424,8.235294,37.64706,0.964751,0.14401323,-22.539988,-43.205097,840.2,216.78485,23.69077,7.8,-1.6839715,2.1081183,-3.6558645,4.8439503,-2.12595,14.161952,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
286.993,64,1699.5,22,41,25.490196,7.8431373,0.999424,18.039215,37.64706,0.9700058,0.14495029,-22.540031,-43.20514,840.2,218.1192,23.445917,7.8,1.6384338,1.1122767,2.4406033,-0.63000005,-0.49695003,7.1650505,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
287.993,83,1743.5,22,41,25.09804,7.8431373,0.999424,14.90196,37.64706,0.9745554,0.1458754,-22.540073,-43.205185,840.2,221.25577,23.94059,7.8,-0.610104,-0.8653934,-3.0396416,2.331,1.24695,12.699,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
288.987,53,1779.5,22,41,14.509804,7.8431373,0.999424,3.5294118,37.64706,0.98242366,0.14719222,-22.540104,-43.20524,840.2,232.58945,22.041445,7.82,1.8307252,3.1192005,2.188459,0.34995002,-2.4880502,6.90105,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
290.009,31,1586,20,41,13.333333,7.8431373,0.999424,2.745098,37.64706,0.986878,0.14753246,-22.540121,-43.205288,840.2,238.86343,20.048622,7.84,-0.670874,-0.01473389,-4.6263742,3.6139503,-0.29295,14.21205,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
291.000,76,1358.5,17,41,27.843138,7.8431373,0.999424,35.294117,37.64706,0.992784,0.14841272,-22.540138,-43.205338,840.2,241.81726,18.979107,7.833,0.08101828,-1.075512,-2.3590472,1.1010001,1.24695,12.1060505,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
291.998,82,1555.5,19,41,21.17647,7.8431373,0.999424,10.980392,37.64706,0.9987502,0.14975774,-22.540154,-43.20539,840.2,246.11482,19.533745,7.833,2.8523738,1.1297412,1.8822185,-0.9510001,1.42095,7.7770505,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
293.004,76,1626,19,41,20.784313,7.8431373,0.999424,10.588235,37.64706,1.0016335,0.15033005,-22.540154,-43.20545,840.2,260.53485,19.983898,7.84,2.034353,1.2384918,3.0903652,0.24705002,-1.4989501,7.0309505,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
293.999,61,1617,20,41,17.254902,13.333333,0.999424,7.0588236,37.64706,1.0092536,0.15162595,-22.54015,-43.205505,840.2,272.3705,20.65014,7.82,3.0356853,0.0075146123,3.1143343,-0.216,-1.93305,7.4280005,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
295.007,69,1372,19,41,20.392157,13.333333,0.999424,10.196078,37.64706,1.0155834,0.15264994,-22.540157,-43.20556,840.2,269.7591,20.235487,7.8,1.2012283,-1.7708677,2.9354093,0.40995002,-1.4560502,6.4489503,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
295.961,80,1366.5,18,41,22.745098,13.333333,0.999424,12.156863,37.64706,1.0202816,0.15359296,-22.54018,-43.20561,840.2,254.50049,20.640463,7.76,3.3024447,-2.9143288,-0.9997131,-1.35105,0.73005,10.524,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
296.994,82,1394,19,41,22.745098,13.333333,0.999424,12.941176,37.64706,1.0235775,0.15423706,-22.540226,-43.205635,840.2,239.46608,19.018787,7.74,-3.002864,1.8382158,-2.1788204,5.71005,-5.979,11.56305,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
297.997,82,1516,21,41,23.137255,13.333333,0.999424,12.54902,37.64706,1.0270392,0.1548484,-22.54028,-43.205616,840.2,200.99718,14.85641,7.733,0.14304109,-6.3162246,-3.185345,2.18505,1.3969501,12.76395,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
298.977,74,1817,25,41,21.568628,13.333333,0.999424,9.803922,37.64706,1.0376955,0.15659763,-22.54031,-43.20556,840.2,158.91043,13.61824,7.7,0.25682467,-4.6392326,-2.6792746,2.3760002,1.503,12.703951,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
299.998,69,1889,26,41,20.392157,4.3137255,0.999424,10.196078,37.64706,1.0462564,0.1572627,-22.540314,-43.20548,840.2,113.27482,14.352996,7.7,0.0663476,3.213146,-3.4670224,2.262,-3.8899503,13.159051,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
300.965,68,2067.5,26,41,20.784313,4.3137255,0.999424,10.588235,37.64706,1.0511092,0.15869425,-22.540314,-43.20539,840.2,100.51605,18.651258,7.7,-1.4694527,8.740126,0.20269011,3.5299501,-9.34095,8.998051,11.502128,1.347167,21.026834,14.56875,-6.76875,-0.46875003
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