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我的数据包括vehicle_ID、x 和y 坐标(用于位置)、车辆的速度、它们行驶的时间。我们想知道哪些汽车走的是相同的道路?

这是我的数据样本,其中有 1 辆 ID 为 1 的车辆,我有 700000 个车辆 ID 需要分析

所以基本上我需要了解我们如何找出不同的道路以及我们如何将一条道路与另一条道路分开?

time   vehicleID            X           Y          speed
37081   1                   13379.67    13854.72    0
37082   1                   13379.322   13852.335   2.41
37083   1                   13378.634   13847.615   4.77
37084   1                   13377.623   13840.689   7
37085   1                   13376.545   13833.297   7.47
37086   1                   13375.136   13826.096   7.34
37087   1                   13373.474   13818.24    8.03
37088   1                   13371.802   13810.335   8.08
37089   1                   13370.169   13802.616   7.89
37090   1                   13368.569   13795.053   7.73
37091   1                   13366.955   13787.422   7.8
37092   1                   13365.392   13780.035   7.56
37093   1                   13363.871   13772.844   7.35
37094   1                   13363.711   13765.055   7.87
37095   1                   13364.266   13758.629   6.45
37096   1                   13364.638   13754.325   4.31
37097   1                   13357.84    13745.829   6.5
37098   1                   13349.609   13743.875   8.46
37099   1                   13339.753   13741.536   10.14
37100   1                   13328.213   13738.797   11.86
37101   1                   13314.81    13735.516   13.8
37102   1                   13303.798   13732.684   11.37
37103   1                   13295.846   13730.64    8.2
37104   1                   13290.481   13729.26    5.54
37105   1                   13272.703   13727.245   7.4
37106   1                   13263.911   13727.606   8.79
37107   1                   13253.599   13728.03    10.32
37108   1                   13241.689   13728.52    11.92
37109   1                   13228.271   13729.071   13.43
37110   1                   13214.942   13729.619   13.34
37111   1                   13201.094   13730.188   13.86
37112   1                   13188.944   13730.687   12.16
37113   1                   13179.592   13731.072   9.37
37114   1                   13173.727   13731.317   5.86
37115   1                   13170.45    13731.454   3.28
37116   1                   13149.29    13724.032   5.38
37117   1                   13142.731   13720.212   7.59
37118   1                   13135.04    13715.734   8.9
37119   1                   13122.401   13705.994   10.24
37120   1                   13113.877   13697.358   12.19
37121   1                   13109.867   13685.023   12.97
37122   1                   13095.963   13675.928   13.76
37123   1                   13083.114   13672.126   13.4
37124   1                   13070.658   13668.44    12.98
37125   1                   13058.278   13664.777   12.92
37126   1                   13045.822   13661.091   12.98
37127   1                   13034.085   13657.619   12.24
37128   1                   13026.376   13655.337   8.04
37129   1                   13021.054   13653.763   5.55
37130   1                   13001.211   13641.21    6.93
37131   1                   12994.959   13634.708   9.02
37132   1                   12987.682   13627.139   10.51
37133   1                   12979.33    13618.452   12.05
37134   1                   12970.403   13609.168   12.87
37135   1                   12961.123   13599.515   13.4
37136   1                   12952.217   13590.252   12.85
37137   1                   12934.75    13572.71    13.69
37138   1                   12924.495   13563.808   13.58
37139   1                   12914.437   13555.076   13.33
37140   1                   12904.507   13546.455   13.15
37141   1                   12894.131   13537.448   13.74
37142   1                   12885.575   13530.02    11.33
37143   1                   12880.01    13525.189   7.37
37144   1                   12876.015   13521.721   5.29
37145   1                   12874.784   13520.652   1.63
37146   1                   12862.971   13510.873   3.16
37147   1                   12859.101   13507.851   4.91
37148   1                   12854.12    13503.961   6.32
37149   1                   12847.949   13499.141   7.83
37150   1                   12840.21    13493.096   9.82
37151   1                   12830.934   13485.852   11.77
37152   1                   12822.446   13479.222   10.76
37153   1                   12814.622   13473.322   9.8
37154   1                   12808.253   13468.581   7.94
37155   1                   12804.065   13465.464   5.22
37156   1                   12802.212   13464.085   2.31
37157   1                   12796.969   13444.202   4.17
37158   1                   12797.734   13438.251   5.99
37159   1                   12798.746   13430.375   7.95
37160   1                   12799.913   13421.29    9.16
37161   1                   12801.268   13410.747   10.63
37162   1                   12802.834   13398.557   12.28
37163   1                   12792.406   13383.284   13.64
37164   1                   12782.269   13374.52    13.39
37165   1                   12772.352   13365.946   13.11
37166   1                   12761.928   13356.934   13.78
37167   1                   12751.965   13348.32    13.17
37168   1                   12744.529   13341.891   9.84
37169   1                   12739.582   13337.614   6.53
37170   1                   12737.259   13335.606   3.07
37171   1                   12732.41    13322.801   5.27
37172   1                   12737.789   13318.106   7.14
37173   1                   12744.69    13312.082   9.16
37174   1                   12753.226   13304.631   11.33
37175   1                   12762.718   13296.345   12.6
37176   1                   12772.421   13287.876   12.88
37177   1                   12782.306   13279.248   13.12
37178   1                   12792.152   13270.653   13.08
37179   1                   12800.333   13263.511   10.86
37180   1                   12805.615   13258.901   7.01
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1 回答 1

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您将需要一些道路数据库或可以告诉您给定坐标的道路名称的服务。

如果您正在为一组特定的国家/地区解决此问题,您应该能够从其公共机构获得道路数据库。

于 2017-10-07T18:10:58.577 回答