共享单车轨迹数据
数据|2020年
共享单车作为城市交通系统的组成部分，以绿色环保、便捷高效、经济环保为特征蓬勃发展。
可下载资源
数据量
559k
数据大小
66.88M
分类
交通地理
变量描述
主数据 data.xls 的变量描述如下.
- 订单ID
- 用户ID
- 单车ID
- 单车类型
- 开始骑行时间
- 开始经度
- 开始纬度
- 结束经度
- 结束纬度
相关见解
Blog Post
单车上的城市：共享单车数据洞察
十月, 2017 – 作为城市共享交通系统的一个重要组成部分，以绿色环保、便捷高效、经济环保为特征的自行车共享行业在2016年用户总数达到2030万人次，全国运营市场达到11.5亿元。
部分数据浏览
| orderid | userid | bikeid | biketype | starttime | startloc_latitude_zscore | startloc_longitude_zscore | endloc_latitude_zscore | endloc_longitude_zscore |
|---|---|---|---|---|---|---|---|---|
| 1746948 | 520822 | 196645 | 2 | 2018/10/8 0:01 | 39.7190094 | 116.3472748 | 39.71626282 | 116.3513947 |
| 282578 | 729803 | 39606 | 1 | 2018/10/8 0:01 | 39.948349 | 116.4118195 | 39.94422913 | 116.4090729 |
| 4625811 | 517344 | 462784 | 1 | 2018/10/8 0:01 | 39.89341736 | 116.3321686 | 39.89067078 | 116.3445282 |
| 1188136 | 31610 | 143996 | 2 | 2018/10/8 0:02 | 39.89067078 | 116.428299 | 39.88792419 | 116.4296722 |
| 995107 | 382774 | 126121 | 2 | 2018/10/8 0:04 | 39.93186951 | 116.1989594 | 39.92912292 | 116.2085724 |
| 4667465 | 459485 | 466222 | 1 | 2018/10/8 0:04 | 39.85221863 | 116.4859772 | 39.85084534 | 116.490097 |
| 3449701 | 701081 | 356235 | 1 | 2018/10/8 0:04 | 39.91950989 | 116.2744904 | 39.92225647 | 116.2703705 |
| 4733236 | 1032457 | 471651 | 1 | 2018/10/8 0:05 | 40.11314392 | 116.3088226 | 40.11726379 | 116.3033295 |
| 1261595 | 943281 | 150734 | 2 | 2018/10/8 0:06 | 39.9332428 | 116.3747406 | 39.93598938 | 116.3733673 |
| 1481240 | 853265 | 171294 | 2 | 2018/10/8 0:06 | 39.86045837 | 116.3994598 | 39.86732483 | 116.39534 |
| 5163545 | 316437 | 509024 | 1 | 2018/10/8 0:06 | 39.92912292 | 116.5052032 | 39.9332428 | 116.5010834 |
| 5057773 | 68068 | 497668 | 1 | 2018/10/8 0:06 | 39.90028381 | 116.4928436 | 39.89753723 | 116.50383 |
| 2178820 | 376238 | 237403 | 2 | 2018/10/8 0:06 | 39.84672546 | 116.4200592 | 39.84397888 | 116.4104462 |
| 1352897 | 76722 | 159075 | 2 | 2018/10/8 0:07 | 39.87968445 | 116.3967133 | 39.88105774 | 116.3884735 |
| 413263 | 351389 | 56694 | 1 | 2018/10/8 0:07 | 39.88792419 | 116.6754913 | 39.88105774 | 116.6864777 |
| 2747377 | 1053856 | 290429 | 2 | 2018/10/8 0:07 | 39.88929749 | 116.6425323 | 39.88243103 | 116.6617584 |
| 1891093 | 773035 | 210343 | 2 | 2018/10/8 0:08 | 39.96482849 | 116.4887238 | 39.95521545 | 116.4997101 |
| 1778953 | 424359 | 199715 | 2 | 2018/10/8 0:08 | 39.86183167 | 116.4310455 | 39.85496521 | 116.4351654 |
| 3540341 | 102063 | 365043 | 1 | 2018/10/8 0:08 | 39.9634552 | 116.3225555 | 40.00190735 | 116.3156891 |
| 1080009 | 517567 | 134064 | 2 | 2018/10/8 0:09 | 39.92362976 | 116.3047028 | 39.92362976 | 116.3019562 |
| 4211464 | 364455 | 428614 | 1 | 2018/10/8 0:09 | 39.9634552 | 116.329422 | 39.96208191 | 116.3280487 |
| 1445245 | 788905 | 167831 | 2 | 2018/10/8 0:09 | 39.90440369 | 116.4324188 | 39.90852356 | 116.4310455 |
| 4458945 | 774146 | 449555 | 1 | 2018/10/8 0:09 | 39.86457825 | 116.3829803 | 39.86045837 | 116.3857269 |
| 2884745 | 784653 | 303013 | 2 | 2018/10/8 0:09 | 39.9016571 | 116.2277985 | 39.89616394 | 116.2648773 |
| 292751 | 362234 | 40835 | 1 | 2018/10/8 0:09 | 40.04859924 | 116.4310455 | 40.04722595 | 116.4296722 |
| 4057070 | 893597 | 414869 | 1 | 2018/10/8 0:10 | 39.91264343 | 116.3431549 | 39.91676331 | 116.3404083 |
| 2223653 | 338204 | 241691 | 2 | 2018/10/8 0:10 | 39.84672546 | 116.4200592 | 39.84397888 | 116.4104462 |
| 1482241 | 494556 | 171383 | 2 | 2018/10/8 0:11 | 39.84947205 | 116.3335419 | 39.85359192 | 116.3307953 |
| 974694 | 935099 | 124220 | 2 | 2018/10/8 0:11 | 39.86183167 | 116.3843536 | 39.86045837 | 116.3816071 |
| 4834599 | 848247 | 480161 | 1 | 2018/10/8 0:11 | 39.9016571 | 116.2277985 | 39.89479065 | 116.263504 |
| 3438581 | 859770 | 355215 | 1 | 2018/10/8 0:12 | 39.91401672 | 116.3472748 | 39.90440369 | 116.3637543 |
| 4587451 | 567967 | 459642 | 1 | 2018/10/8 0:12 | 40.00465393 | 116.4008331 | 40.00053406 | 116.4063263 |
| 4629553 | 46340 | 463095 | 1 | 2018/10/8 0:12 | 39.86045837 | 116.428299 | 39.85771179 | 116.4324188 |
| 4807846 | 133538 | 478120 | 1 | 2018/10/8 0:13 | 39.93873596 | 116.3637543 | 39.93598938 | 116.3678741 |
| 5007482 | 16632 | 493414 | 1 | 2018/10/8 0:13 | 39.94560242 | 116.4736176 | 39.94560242 | 116.4749908 |
| 4668697 | 229132 | 466320 | 1 | 2018/10/8 0:13 | 39.87968445 | 116.6851044 | 39.87693787 | 116.7015839 |
| 460344 | 750750 | 62693 | 1 | 2018/10/8 0:14 | 39.79728699 | 116.4791107 | 39.79316711 | 116.480484 |
| 2790861 | 53387 | 294489 | 2 | 2018/10/8 0:14 | 39.9030304 | 116.4873505 | 39.89891052 | 116.4969635 |
| 3339005 | 364944 | 345722 | 1 | 2018/10/8 0:14 | 39.95246887 | 116.2992096 | 39.95109558 | 116.3005829 |
| 1644332 | 416702 | 186773 | 2 | 2018/10/8 0:24 | 39.92225647 | 116.2607574 | 39.9181366 | 116.2621307 |
| 3215303 | 282464 | 334101 | 1 | 2018/10/8 0:25 | 39.90715027 | 116.5711212 | 39.89891052 | 116.5615082 |
| 2651658 | 903937 | 281741 | 2 | 2018/10/8 0:25 | 39.95246887 | 116.4392853 | 39.95521545 | 116.437912 |
| 438485 | 30005 | 60087 | 1 | 2018/10/8 0:26 | 39.91401672 | 116.3472748 | 39.90989685 | 116.3431549 |
| 2621050 | 98571 | 278908 | 2 | 2018/10/8 0:26 | 40.07331848 | 116.3404083 | 40.08842468 | 116.3362885 |
| 2061327 | 533790 | 226233 | 2 | 2018/10/8 0:27 | 39.97032166 | 116.3513947 | 39.9634552 | 116.3486481 |
| 3594007 | 496892 | 370175 | 1 | 2018/10/8 0:27 | 39.86457825 | 116.3816071 | 39.9332428 | 116.3747406 |
| 3739805 | 294863 | 384134 | 1 | 2018/10/8 0:27 | 39.93186951 | 116.2003326 | 39.94697571 | 116.1948395 |
| 107598 | 749807 | 15892 | 2 | 2018/10/8 0:27 | 39.99641418 | 116.4791107 | 39.99641418 | 116.4777374 |
| 1952215 | 899016 | 216058 | 2 | 2018/10/8 0:29 | 40.10627747 | 116.3925934 | 40.10353088 | 116.3884735 |
| 1821906 | 216687 | 203837 | 2 | 2018/10/8 0:30 | 39.99504089 | 116.4173126 | 39.9936676 | 116.428299 |
| 1251194 | 219516 | 149779 | 2 | 2018/10/8 0:31 | 39.91676331 | 116.5093231 | 39.91950989 | 116.5079498 |
| 708850 | 1009413 | 94737 | 1 | 2018/10/8 0:32 | 39.9332428 | 116.4571381 | 39.92362976 | 116.4612579 |
| 1505928 | 442204 | 173599 | 2 | 2018/10/8 0:32 | 39.84535217 | 116.4722443 | 39.83985901 | 116.470871 |
| 1580793 | 925306 | 180666 | 2 | 2018/10/8 0:33 | 39.94010925 | 116.2058258 | 39.9332428 | 116.2003326 |
| 3029721 | 741716 | 316735 | 1 | 2018/10/8 0:33 | 39.77119446 | 116.5395355 | 39.764328 | 116.5505219 |
| 1407745 | 557920 | 164231 | 2 | 2018/10/8 0:33 | 39.86732483 | 116.3761139 | 39.89204407 | 116.3706207 |
| 2324216 | 766632 | 251187 | 2 | 2018/10/8 0:34 | 39.87419128 | 116.3637543 | 39.86732483 | 116.3610077 |
| 621560 | 569981 | 83924 | 1 | 2018/10/8 0:34 | 40.07606506 | 116.3555145 | 40.07606506 | 116.3459015 |
| 1899883 | 448848 | 211176 | 2 | 2018/10/8 0:34 | 39.9030304 | 116.2319183 | 39.89891052 | 116.2250519 |
| 4951666 | 926613 | 489257 | 1 | 2018/10/8 0:35 | 39.92637634 | 116.3019562 | 39.92362976 | 116.3047028 |
| 2003994 | 282298 | 220902 | 2 | 2018/10/8 0:35 | 39.89067078 | 116.687851 | 39.89753723 | 116.6851044 |
| 1973418 | 20277 | 218020 | 2 | 2018/10/8 0:35 | 39.91950989 | 116.5532684 | 39.91950989 | 116.5505219 |
| 4294159 | 759781 | 436454 | 1 | 2018/10/8 0:47 | 39.89479065 | 116.2827301 | 39.89341736 | 116.2813568 |
| 1452489 | 252066 | 168534 | 2 | 2018/10/8 0:48 | 39.93461609 | 116.3733673 | 39.92774963 | 116.3665009 |
| 3304957 | 311881 | 342600 | 1 | 2018/10/8 0:49 | 39.94010925 | 116.3747406 | 39.94148254 | 116.3733673 |
| 4038886 | 828499 | 413153 | 1 | 2018/10/8 0:49 | 39.93049622 | 116.6919708 | 39.92774963 | 116.687851 |
| 105945 | 638238 | 15751 | 2 | 2018/10/8 0:51 | 40.1007843 | 116.3816071 | 40.09941101 | 116.3829803 |
| 3051134 | 490806 | 318559 | 1 | 2018/10/8 0:51 | 39.87693787 | 116.4543915 | 39.86732483 | 116.4543915 |
| 1900487 | 1014230 | 211237 | 2 | 2018/10/8 0:52 | 39.85771179 | 116.2580109 | 39.85908508 | 116.2566376 |
| 538924 | 658686 | 73084 | 1 | 2018/10/8 0:52 | 39.88380432 | 116.319809 | 39.87556458 | 116.3211823 |
| 3791000 | 611812 | 389191 | 1 | 2018/10/8 0:52 | 39.94285583 | 116.4173126 | 39.95109558 | 116.414566 |
| 3719005 | 374032 | 382173 | 1 | 2018/10/8 0:52 | 39.90715027 | 116.329422 | 39.9016571 | 116.3280487 |
| 2236013 | 128886 | 242872 | 2 | 2018/10/8 0:53 | 39.86869812 | 116.4131927 | 39.87419128 | 116.4104462 |
| 15845 | 714999 | 2528 | 1 | 2018/10/8 0:53 | 39.80278015 | 116.4022064 | 39.81376648 | 116.3980865 |
| 151391 | 92534 | 20621 | 1 | 2018/10/8 0:55 | 39.81651306 | 116.5436554 | 39.81376648 | 116.5477753 |
| 4827080 | 809521 | 479599 | 1 | 2018/10/8 0:58 | 39.88929749 | 116.2841034 | 39.88380432 | 116.2813568 |
| 1596888 | 349788 | 182202 | 2 | 2018/10/8 0:58 | 39.92912292 | 116.2511444 | 39.9332428 | 116.2429047 |
| 4735206 | 26196 | 471820 | 1 | 2018/10/8 0:58 | 39.88929749 | 116.3582611 | 39.88243103 | 116.3610077 |
| 165057 | 60852 | 22883 | 1 | 2018/10/8 1:00 | 39.88105774 | 116.4557648 | 39.88243103 | 116.447525 |
| 5044421 | 152723 | 496311 | 1 | 2018/10/8 1:01 | 39.84397888 | 116.3857269 | 39.84809875 | 116.3788605 |
| 5066744 | 985619 | 498433 | 1 | 2018/10/8 1:12 | 40.02388 | 116.2799835 | 40.02388 | 116.2813568 |
| 3136989 | 22195 | 326674 | 1 | 2018/10/8 1:12 | 39.93461609 | 116.4090729 | 39.92774963 | 116.4104462 |
| 3340390 | 375347 | 345861 | 1 | 2018/10/8 1:14 | 39.99641418 | 116.4626312 | 40.00053406 | 116.4543915 |
| 2731437 | 642621 | 289004 | 2 | 2018/10/8 1:16 | 39.91401672 | 116.4337921 | 39.91676331 | 116.4269257 |
| 39700 | 576297 | 6445 | 1 | 2018/10/8 1:17 | 39.92774963 | 116.1673737 | 39.93049622 | 116.1618805 |
| 580003 | 555403 | 78606 | 1 | 2018/10/8 1:17 | 39.93461609 | 116.1865997 | 39.93049622 | 116.1893463 |
| 4265736 | 761541 | 434316 | 1 | 2018/10/8 1:18 | 39.97169495 | 116.3747406 | 39.96894836 | 116.3761139 |
| 1634473 | 598749 | 185821 | 2 | 2018/10/8 1:18 | 39.84535217 | 116.39534 | 39.83573914 | 116.4035797 |
| 4102544 | 577845 | 419177 | 1 | 2018/10/8 1:18 | 39.88929749 | 116.3637543 | 39.88517761 | 116.3610077 |
| 4258693 | 79609 | 433774 | 1 | 2018/10/8 1:21 | 40.00053406 | 116.3500214 | 39.99916077 | 116.3459015 |
| 815792 | 1034939 | 107572 | 1 | 2018/10/8 1:21 | 39.80278015 | 116.5807343 | 39.80003357 | 116.5821075 |
| 105670 | 444219 | 15725 | 2 | 2018/10/8 1:21 | 39.72862244 | 116.3459015 | 39.72175598 | 116.3610077 |
| 1482297 | 958979 | 171388 | 2 | 2018/10/8 1:22 | 39.96070862 | 116.329422 | 39.96208191 | 116.3280487 |
| 2228940 | 100986 | 242211 | 2 | 2018/10/8 1:23 | 39.84672546 | 116.319809 | 39.8412323 | 116.3115692 |
| 947226 | 793908 | 121642 | 2 | 2018/10/8 1:24 | 39.9181366 | 116.1920929 | 39.90852356 | 116.1852264 |
| 128107 | 1011638 | 17771 | 2 | 2018/10/8 1:24 | 39.95246887 | 116.3101959 | 39.96482849 | 116.3047028 |
| 3864115 | 730163 | 396262 | 1 | 2018/10/8 1:25 | 39.80415344 | 116.4035797 | 39.81376648 | 116.3980865 |
| 1072148 | 218032 | 133355 | 2 | 2018/10/8 1:36 | 39.88105774 | 116.3884735 | 39.89753723 | 116.3829803 |
| 3749880 | 837618 | 385102 | 1 | 2018/10/8 1:38 | 39.76295471 | 116.2236786 | 39.75471497 | 116.2223053 |
