查找两个不同汽车的两个地理坐标x和y是否位于同一条路上

Question

我的数据由vehicle_ID，x和y坐标（位置），车辆速度，行驶时间组成。我们想知道哪些车在走相同的道路？

这是我与1号车用ID 1数据的样本，我有70万个车辆IDS分析

所以基本上我需要对我们如何才能弄清楚什么是不同的道路，以及我们如何能seprate见解从另一条路走一条路？

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 

Answer 1

您需要一些道路或服务数据库来告诉您给定坐标的道路名称。

如果你正在为一组特定的国家解决这个问题，你应该能够从他们的公共机构获得道路数据库。