Datasets:
unifyair
/
mobility_data

Dataset card Data Studio Files
xet
 Community
1
timestamp
timestamp[ns]date
2025-04-20 13:53:36
2025-04-24 23:23:01
user_id
stringclasses
100 values
x
float64
0
10k
y
float64
0
10k
velocity
float64
0
29.3
heading
float64
-59.48
59
connected_cell
stringclasses
100 values
signal_strength
float64
-93.01
36.1
handover_needed
bool
2 classes
handover_target
stringclasses
100 values
pattern_type
stringclasses
4 values
hour
int32
0
23
network_load
float64
0.3
0.9
sinr
float64
-106.96
35.8
throughput_mbps
float64
-1.13
18
⌀
device_type
stringclasses
3 values
handover_latency
float64
10
30
handover_success
bool
2 classes
__index_level_0__
int64
1
2.59M
⌀
2025-04-21T23:36:32.474562
user_14
10,000
10,000
28.868571
6.901963
cell_9_9
-93.0103
false
null
high_mobility
23
0.312993
-100.112247
null
5G_basic
19.595968
true
362,960
2025-04-21T23:36:32.474562
user_95
1,310.47799
2,077.747531
0.049833
5.023936
cell_1_2
-80.104749
false
null
commuter
23
0.373253
-85.06625
null
5G_advanced
23.023996
true
2,462,480
2025-04-21T23:36:32.474562
user_38
683.640843
1,434.751401
0.35115
2.452138
cell_1_1
-84.610359
false
null
commuter
23
0.3545
-88.797472
null
5G_advanced
17.101771
true
985,040
2025-04-21T23:36:32.474562
user_74
2,332.155356
6,466.307926
0.1
5.435103
cell_2_6
-85.155695
true
cell_3_6
stationary
23
0.476504
-88.205052
null
5G_premium
22.720007
true
1,918,160
2025-04-21T23:36:32.474562
user_5
2,332.670434
2,387.01229
0.515749
6.102004
cell_2_2
-84.157212
false
null
random_walk
23
0.338615
-86.398572
null
5G_premium
26.144361
true
129,680
2025-04-21T23:36:42.474562
user_43
1,536.589042
705.339285
0.402503
2.052917
cell_2_1
-84.793948
false
null
commuter
23
0.313324
-88.666901
null
5G_advanced
23.679947
true
1,114,641
2025-04-21T23:36:42.474562
user_65
1,930.03413
2,490.027518
0.371624
6.650199
cell_2_2
-83.892054
true
cell_2_3
commuter
23
0.461868
-84.616592
null
5G_advanced
19.823718
true
1,684,881
2025-04-21T23:36:42.474562
user_97
1,498.064624
9,717.902951
1.801535
1.23716
cell_1_9
-88.827823
true
cell_2_9
random_walk
23
0.306246
-94.004493
null
5G_advanced
29.448841
true
2,514,321
2025-04-21T23:36:42.474562
user_6
7,411.39398
1,405.163816
1.578767
6.414307
cell_7_1
-85.229691
true
cell_7_2
random_walk
23
0.302941
-87.933942
null
5G_premium
21.070625
true
155,601
2025-04-21T23:36:42.474562
user_74
2,332.855217
6,465.593648
0.1
5.487592
cell_2_6
-85.153042
true
cell_3_7
stationary
23
0.310247
-92.892777
null
5G_advanced
21.132376
true
1,918,161
2025-04-21T23:36:42.474562
user_53
1,851.422609
1,410.445491
0.453131
2.877061
cell_2_1
-82.799879
false
null
commuter
23
0.305208
-89.103726
null
5G_advanced
29.258291
true
1,373,841
2025-04-21T23:36:42.474562
user_88
10,000
2,115.052876
26.519605
6.314912
cell_9_2
-90.057111
false
null
high_mobility
23
0.362432
-98.2562
null
5G_premium
10.101687
true
2,281,041
2025-04-21T23:36:42.474562
user_40
9,568.271467
5,349.522508
1.503308
0.119122
cell_9_5
-86.484561
false
null
random_walk
23
0.377626
-94.605992
null
5G_basic
19.931366
true
1,036,881
2025-04-21T23:36:42.474562
user_70
1,385.224638
1,880.186882
0.1
5.774146
cell_1_2
-82.115296
false
null
stationary
23
0.463215
-84.286328
null
5G_premium
19.368375
true
1,814,481
2025-04-21T23:36:42.474562
user_72
7,476.052852
4,183.079835
1.476177
4.378068
cell_7_4
-84.152147
false
null
random_walk
23
0.497122
-88.688164
null
5G_basic
12.383194
true
1,866,321
2025-04-21T23:36:42.474562
user_69
310.453449
1,541.99581
0.346632
2.64601
cell_0_2
-84.859331
true
cell_1_2
commuter
23
0.341251
-92.73313
null
5G_premium
17.921407
true
1,788,561
2025-04-21T23:36:42.474562
user_35
1,193.008645
5,497.430671
1.161137
1.519545
cell_1_5
-84.543716
true
cell_1_6
random_walk
23
0.414103
-85.381775
null
5G_advanced
29.153474
true
907,281
2025-04-21T23:36:42.474562
user_45
6,488.930419
4,548.235713
1.335849
3.511182
cell_6_5
-86.465448
false
null
random_walk
23
0.313407
-90.783296
null
5G_advanced
15.959201
true
1,166,481
2025-04-21T23:36:42.474562
user_94
1,352.041105
139.886186
1.268291
3.498796
cell_1_0
-81.568552
false
null
random_walk
23
0.324564
-82.632078
null
5G_advanced
11.156278
true
2,436,561
2025-04-21T23:36:42.474562
user_47
9,125.782488
0
18.067479
4.598705
cell_9_0
-71.992404
false
null
high_mobility
23
0.453173
-81.498819
null
5G_advanced
29.001242
true
1,218,321
2025-04-21T23:36:52.474562
user_64
0
9,467.759108
27.642111
1.843574
cell_0_9
-83.400445
false
null
high_mobility
23
0.311935
-88.938574
null
5G_basic
24.399517
true
1,658,962
2025-04-21T23:36:52.474562
user_77
8,046.236862
2,623.956782
1.793379
0.39008
cell_8_3
-81.569922
false
null
random_walk
23
0.454835
-82.505791
null
5G_basic
13.803599
true
1,995,922
2025-04-21T23:36:52.474562
user_11
2,281.009233
3,541.71436
0.1
-0.865526
cell_2_4
-84.608857
false
null
stationary
23
0.404191
-87.599276
null
5G_advanced
24.3224
true
285,202
2025-04-21T23:36:52.474562
user_85
10,000
224.604722
20.345745
4.987738
cell_9_0
-90.213743
false
null
high_mobility
23
0.337484
-93.606102
null
5G_advanced
26.104612
true
2,203,282
2025-04-21T23:36:52.474562
user_45
6,476.473954
4,543.410196
1.335849
3.511182
cell_6_5
-86.389898
false
null
random_walk
23
0.410689
-88.45513
null
5G_advanced
13.00658
true
1,166,482
2025-04-21T23:36:52.474562
user_47
9,105.286892
0
18.067479
4.598705
cell_9_0
-70.447486
false
null
high_mobility
23
0.425702
-75.932767
null
5G_advanced
23.9533
false
1,218,322
2025-04-21T23:36:52.474562
user_71
8,630.177382
6,580.25479
0.1
1.577367
cell_9_7
-84.954816
true
cell_9_6
stationary
23
0.493426
-90.59265
null
5G_basic
15.294118
true
1,840,402
2025-04-21T23:36:52.474562
user_75
4,172.834478
9,917.632081
0.1
0.491322
cell_4_9
-89.404768
false
null
stationary
23
0.383127
-89.279793
null
5G_basic
14.581621
true
1,944,082
2025-04-21T23:36:52.474562
user_28
9,297.98882
1,685.785355
0.1
2.869488
cell_9_2
-82.730665
false
null
stationary
23
0.379617
-88.512973
null
5G_premium
22.998296
true
725,842
2025-04-21T23:36:52.474562
user_74
2,333.555079
6,464.879369
0.1
5.487592
cell_2_6
-85.150413
true
cell_2_7
stationary
23
0.491412
-91.623198
null
5G_advanced
12.743936
true
1,918,162
2025-04-21T23:36:52.474562
user_93
7,508.545062
3,719.756564
0.1
-0.25374
cell_8_4
-85.052373
true
cell_7_4
stationary
23
0.45159
-93.27237
null
5G_basic
20.334051
true
2,410,642
2025-04-21T23:37:02.474562
user_8
2,930.53454
6,229.828218
0.1
3.357941
cell_3_6
-77.607726
false
null
stationary
23
0.496336
-78.860474
null
5G_premium
14.68913
true
207,443
2025-04-21T23:37:02.474562
user_0
5,494.285723
5,050.282259
1.004381
1.696727
cell_5_5
-83.924273
true
cell_6_5
random_walk
23
0.308827
-83.733764
null
5G_basic
20.247365
true
83
2025-04-21T23:37:02.474562
user_79
2,192.896208
3,828.266604
1.790238
3.224075
cell_2_4
-78.241343
false
null
random_walk
23
0.332057
-81.109402
null
5G_basic
17.140244
true
2,047,763
2025-04-21T23:37:02.474562
user_40
9,598.12455
5,353.095595
1.503308
0.119122
cell_9_5
-86.834338
false
null
random_walk
23
0.326461
-93.090666
null
5G_basic
19.344685
true
1,036,883
2025-04-21T23:37:02.474562
user_71
8,630.170811
6,581.254768
0.1
1.577367
cell_9_7
-84.943233
true
cell_9_6
stationary
23
0.482425
-92.639576
null
5G_advanced
10.425045
true
1,840,403
2025-04-21T23:37:02.474562
user_6
7,442.698265
1,409.292173
1.578767
6.414307
cell_7_1
-85.605066
true
cell_7_2
random_walk
23
0.3855
-87.896828
null
5G_advanced
15.186088
true
155,603
2025-04-21T23:37:02.474562
user_30
2,003.520654
7,870.424574
0.1
1.159755
cell_2_8
-72.253658
false
null
stationary
23
0.308308
-79.072241
null
5G_advanced
11.17231
true
777,683
2025-04-21T23:37:02.474562
user_93
7,509.513043
3,719.505538
0.1
-0.25374
cell_8_4
-85.041372
true
cell_7_4
stationary
23
0.418295
-90.143
null
5G_basic
17.980628
true
2,410,643
2025-04-21T23:37:12.474562
user_65
1,940.414483
2,494.094453
0.371624
6.659794
cell_2_2
-83.938905
false
null
commuter
23
0.389367
-87.423632
null
5G_premium
18.471824
true
1,684,884
2025-04-21T23:37:12.474562
user_70
1,387.844277
1,878.724865
0.1
5.774146
cell_1_2
-82.178282
false
null
stationary
23
0.369614
-84.212963
null
5G_premium
22.124275
true
1,814,484
2025-04-21T23:37:12.474562
user_93
7,510.481023
3,719.254513
0.1
-0.25374
cell_8_4
-85.03037
true
cell_7_4
stationary
23
0.364779
-84.770278
null
5G_advanced
24.825627
true
2,410,644
2025-04-21T23:37:12.474562
user_45
6,452.818075
4,530.992626
1.335849
3.624981
cell_6_5
-86.284013
false
null
random_walk
23
0.457163
-95.413005
null
5G_advanced
24.926441
true
1,166,484
2025-04-21T23:37:12.474562
user_94
1,316.54069
126.195839
1.268291
3.509658
cell_1_0
-80.649197
false
null
random_walk
23
0.375097
-88.351759
null
5G_advanced
12.927233
true
2,436,564
2025-04-21T23:37:12.474562
user_74
2,334.954801
6,463.450811
0.1
5.487592
cell_2_6
-85.14523
true
cell_2_7
stationary
23
0.350592
-88.716588
null
5G_advanced
14.595298
true
1,918,164
2025-04-21T23:37:12.474562
user_0
5,493.024241
5,060.246534
1.004381
1.696727
cell_5_5
-83.921736
true
cell_6_5
random_walk
23
0.374048
-90.994916
null
5G_advanced
19.617645
true
84
2025-04-21T23:37:12.474562
user_90
3,881.356622
2,694.138918
0.1
1.378799
cell_4_3
-80.319223
false
null
stationary
23
0.476432
-80.562095
null
5G_advanced
17.095875
true
2,332,884
2025-04-21T23:37:12.474562
user_73
5,436.531905
3,000.948609
0.62697
2.077112
cell_5_3
-82.80034
false
null
random_walk
23
0.303193
-81.24579
null
5G_premium
22.470651
true
1,892,244
2025-04-21T23:37:12.474562
user_1
9,306.80516
10,000
24.516094
2.423562
cell_9_9
-90.390687
false
null
high_mobility
23
0.386708
-98.300628
null
5G_basic
20.843346
true
26,004
2025-04-21T23:37:12.474562
user_6
7,458.350408
1,411.356351
1.578767
6.414307
cell_7_1
-85.789819
false
null
random_walk
23
0.303376
-84.346501
null
5G_basic
15.70613
true
155,604
2025-04-21T23:37:12.474562
user_69
300.450213
1,544.83726
0.346632
2.864829
cell_0_2
-84.734044
false
null
commuter
23
0.38406
-85.728233
null
5G_premium
12.523578
true
1,788,564
2025-04-21T23:37:12.474562
user_43
1,530.784396
715.927678
0.402503
2.072263
cell_2_1
-84.78365
false
null
commuter
23
0.356829
-92.926376
null
5G_premium
26.67232
true
1,114,644
2025-04-21T23:37:22.474562
user_11
2,282.953952
3,539.430051
0.1
-0.865526
cell_2_4
-84.656618
false
null
stationary
23
0.325912
-84.19184
null
5G_premium
25.420563
true
285,205
2025-04-21T23:37:22.474562
user_50
288.632464
1,175.736525
0.276909
0.628152
cell_0_1
-80.576358
false
null
commuter
23
0.379374
-89.042223
null
5G_advanced
12.027453
true
1,296,085
2025-04-21T23:37:22.474562
user_49
2,366.386397
8,285.934054
0.1
2.442802
cell_2_8
-83.344483
false
null
stationary
23
0.453085
-85.423594
null
5G_basic
23.935429
false
1,270,165
2025-04-21T23:37:22.474562
user_71
8,630.157668
6,583.254725
0.1
1.577367
cell_9_7
-84.920056
true
cell_8_6
stationary
23
0.311956
-83.669719
null
5G_premium
28.619924
true
1,840,405
2025-04-21T23:37:22.474562
user_78
246.637918
1,981.25627
0.1
4.919973
cell_0_2
-77.866208
false
null
stationary
23
0.338237
-81.041106
null
5G_premium
18.634403
true
2,021,845
2025-04-21T23:37:22.474562
user_10
7,622.633077
8,669.243112
0.1
4.186506
cell_8_9
-84.010659
false
null
stationary
23
0.340382
-89.302101
null
5G_premium
25.536075
true
259,285
2025-04-21T23:37:22.474562
user_96
1,092.553024
0
1.012744
3.858266
cell_1_0
-69.327812
false
null
random_walk
23
0.459066
-75.706151
null
5G_premium
15.135804
true
2,488,405
2025-04-21T23:37:22.474562
user_40
9,627.977632
5,356.668681
1.503308
0.119122
cell_9_5
-87.173113
false
null
random_walk
23
0.349342
-87.531363
null
5G_advanced
29.498419
true
1,036,885
2025-04-21T23:37:22.474562
user_20
892.806723
10,000
21.487117
0.861849
cell_1_9
-90.049618
false
null
high_mobility
23
0.312024
-90.519607
null
5G_advanced
21.866697
true
518,485
2025-04-21T23:37:22.474562
user_85
10,000
0
20.345745
4.987738
cell_9_0
-90
false
null
high_mobility
23
0.38918
-98.212561
null
5G_basic
29.591929
true
2,203,285
2025-04-21T23:37:22.474562
user_6
7,474.002551
1,413.42053
1.578767
6.414307
cell_7_1
-85.972507
true
cell_7_2
random_walk
23
0.416984
-85.581393
null
5G_premium
28.203875
true
155,605
2025-04-21T23:37:22.474562
user_74
2,335.654663
6,462.736532
0.1
5.487592
cell_2_6
-85.142676
true
cell_3_7
stationary
23
0.372457
-87.05955
null
5G_premium
26.874115
true
1,918,165
2025-04-21T23:37:22.474562
user_0
5,491.762759
5,070.210809
1.004381
1.696727
cell_5_5
-83.922751
true
cell_6_5
random_walk
23
0.466796
-86.244586
null
5G_advanced
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2025-04-21T23:37:32.474562
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2025-04-21T23:37:32.474562
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2025-04-21T23:37:32.474562
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2025-04-21T23:37:32.474562
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2025-04-21T23:37:32.474562
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2025-04-21T23:37:32.474562
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2025-04-21T23:37:32.474562
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2025-04-21T23:37:32.474562
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2025-04-21T23:37:32.474562
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2025-04-21T23:37:32.474562
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2025-04-21T23:37:42.474562
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2025-04-21T23:37:42.474562
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2025-04-21T23:37:42.474562
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2025-04-21T23:37:42.474562
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2025-04-21T23:37:42.474562
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2025-04-21T23:37:42.474562
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2025-04-21T23:37:42.474562
user_40
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2025-04-21T23:37:42.474562
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2025-04-21T23:37:42.474562
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2025-04-21T23:37:42.474562
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2025-04-21T23:37:42.474562
user_45
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2025-04-21T23:37:42.474562
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2025-04-21T23:37:42.474562
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2025-04-21T23:37:42.474562
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2025-04-21T23:37:42.474562
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2025-04-21T23:37:52.474562
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2025-04-21T23:37:52.474562
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2025-04-21T23:37:52.474562
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2025-04-21T23:37:52.474562
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2025-04-21T23:37:52.474562
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2025-04-21T23:37:52.474562
user_41
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2025-04-21T23:37:52.474562
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2025-04-21T23:37:52.474562
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2025-04-21T23:37:52.474562
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2025-04-21T23:37:52.474562
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