drone_id
int64
timestamp
int64
x
float64
y
float64
z
float64
velocity
float64
battery_level
float64
signal_strength
float64
collision_warning
int64
formation_pattern
string
mission_status
string
0
15
-5.719274
-9.980905
-1.252684
5.547199
98.988225
88.378381
0
line
return
1
15
-4.603562
-0.483311
3.91262
9.860302
96.888591
94.007837
0
line
delivery
2
15
-6.268794
5.589448
3.382048
11.078962
97.671863
82.24163
0
random
surveillance
3
15
-3.010258
2.461465
0.758886
4.311144
97.41107
52.904598
0
circle
exploration
4
15
5.204122
-1.066068
0.357
7.392969
97.228551
76.546884
0
random
exploration
5
15
-3.471747
4.190309
1.291596
7.785484
95.862289
65.593193
0
grid
exploration
6
15
3.692379
1.598083
4.864306
1.803108
97.922086
50.877618
0
line
delivery
7
15
4.459071
-9.307802
2.777868
5.576089
99.243232
64.990026
0
grid
return
8
15
2.366708
2.719766
0.383989
5.970079
97.735421
53.284743
0
circle
surveillance
9
15
8.949317
9.857414
0.962204
7.107147
98.960778
97.88949
0
line
return
10
15
1.604432
2.653505
-4.800824
2.937496
98.545985
81.120682
0
line
delivery
11
15
-1.581807
3.128537
-0.347928
9.539321
97.309171
83.706515
0
line
delivery
12
15
0.329901
3.831792
6.436673
10.61582
98.938984
57.365152
1
random
exploration
13
15
1.120245
-3.945401
0.720893
14.369012
96.601701
62.094665
0
line
surveillance
14
15
0.549805
-0.287227
0.598042
8.198657
97.08592
52.194997
0
line
return
15
15
8.364242
3.739309
3.35547
3.629657
94.446865
59.846285
0
random
return
16
15
-6.490622
3.810863
11.621548
1.096223
96.138284
99.058892
0
grid
exploration
17
15
-5.31587
1.633405
4.360464
14.659619
95.463449
58.083572
0
random
return
18
15
5.09879
-4.966365
-3.282182
8.47628
95.391865
74.944783
0
circle
return
19
15
3.862031
4.592442
0.462612
3.430152
96.078182
61.103794
0
circle
delivery
0
16
-0.750211
2.929391
-0.583599
7.213352
95.88783
55.925131
0
random
delivery
1
16
1.269337
-5.120572
-6.416302
11.313975
94.607868
97.54643
0
circle
exploration
2
16
-1.823149
5.553128
-8.250519
9.849466
97.998005
59.579647
0
random
delivery
3
16
6.062987
-6.031355
1.762878
0.583949
99.019906
58.761089
0
line
exploration
4
16
2.129472
4.522065
11.482203
7.750476
95.406119
64.124803
0
grid
delivery
5
16
-6.221208
8.655255
-0.42705
7.145036
96.712301
60.234005
0
line
return
6
16
6.034437
-0.503809
-11.421069
12.163179
95.02087
66.609552
0
random
return
7
16
2.594741
-3.160894
3.713275
13.138246
96.504527
64.123621
0
line
delivery
8
16
3.338382
-0.836143
-1.77854
14.596172
98.069373
65.209936
0
grid
return
9
16
1.770762
7.686868
5.702777
12.726381
97.086854
65.146545
0
line
return
10
16
-0.722021
3.910304
5.516953
12.100403
94.275708
87.712413
0
line
return
11
16
0.342306
-1.39213
2.742883
8.167454
95.653396
58.366065
0
line
exploration
12
16
4.85225
-5.915402
6.859738
11.385079
98.68742
75.692723
0
random
exploration
13
16
-3.390303
7.00971
6.577662
6.925742
94.595027
84.729771
0
circle
exploration
14
16
5.794703
-1.486266
-1.191509
5.034157
94.307373
92.826861
0
random
return
15
16
-3.900771
4.768058
2.039844
7.443881
97.297411
58.151767
0
random
return
16
16
0.130165
1.242004
-5.989369
10.573065
95.114359
77.321516
0
grid
exploration
17
16
-0.185146
10.696116
1.799682
12.939607
98.303722
90.000174
0
random
return
18
16
-0.794187
-2.713879
5.067395
10.090545
95.216593
62.523395
0
grid
surveillance
19
16
-0.360063
1.948734
-1.598823
4.314491
97.666117
67.647925
0
line
exploration
0
17
-1.446317
9.368639
-0.979007
10.281658
97.487719
52.829283
0
random
exploration
1
17
-6.83679
8.636287
7.43312
9.484232
98.155039
70.916693
0
random
return
2
17
-3.118795
-3.085755
3.418939
1.012538
96.556495
58.968234
0
line
return
3
17
1.456738
9.26799
-1.366804
10.568316
97.036357
67.326208
0
grid
delivery
4
17
1.28281
-5.548226
-2.909299
9.851341
94.307313
80.18186
0
line
delivery
5
17
-3.319787
1.283079
2.628463
1.381005
96.154777
81.182439
0
circle
exploration
6
17
5.756983
-4.041316
5.793888
4.693611
97.794519
79.883414
0
line
delivery
7
17
9.38966
0.625448
3.083967
8.813788
95.644302
84.005594
0
line
exploration
8
17
-5.955538
4.271274
4.560287
5.98553
94.950992
59.42703
0
random
surveillance
9
17
1.389045
-2.621955
0.99536
11.225765
94.577257
71.701049
0
line
delivery
10
17
10.44792
8.60727
-4.761313
10.710791
98.693043
59.963517
0
random
return
11
17
5.148539
-1.793024
-2.652586
3.713397
98.837369
72.947026
0
circle
exploration
12
17
-1.200266
2.897023
4.198426
13.990658
96.42873
60.014101
0
line
delivery
13
17
4.060011
2.471683
10.259686
1.026881
97.294435
96.03833
0
line
delivery
14
17
-2.22993
-5.205223
3.219093
11.810805
96.878273
81.512361
0
random
surveillance
15
17
5.307813
-6.376832
-8.477654
9.739835
94.468597
53.200317
0
circle
return
16
17
-0.235653
1.472944
1.826942
0.842641
96.694521
96.355531
0
grid
delivery
17
17
-7.898366
10.446121
-3.391248
3.903549
98.352539
58.023131
0
circle
return
18
17
5.651859
3.400256
4.553065
1.656478
97.704063
65.490344
0
random
surveillance
19
17
6.540923
-9.024014
4.364167
5.306837
95.007222
89.464642
0
random
delivery
0
18
1.172729
3.439398
2.229465
14.116812
94.718403
55.128398
0
grid
exploration
1
18
-9.296502
-5.20337
1.87166
12.882252
95.715296
91.895419
0
grid
surveillance
2
18
12.082718
-3.854442
4.16816
2.688799
95.630252
61.479908
0
line
delivery
3
18
-2.831906
2.360525
10.523196
2.420442
98.682228
50.956448
0
circle
delivery
4
18
-1.747899
-4.492525
0.714915
7.788369
96.061237
62.267616
0
circle
delivery
5
18
0.257586
-1.884931
-1.692444
14.397942
96.018498
77.843922
0
circle
exploration
6
18
11.154826
3.748071
-2.541464
7.501691
97.04021
93.526348
0
random
delivery
7
18
4.473145
3.059184
-2.784423
1.758059
97.413967
57.142098
0
grid
exploration
8
18
6.092256
0.626897
1.99119
6.289075
99.00938
89.637906
0
line
delivery
9
18
-5.442957
11.943145
6.592383
10.329474
97.833638
50.498939
0
random
return
10
18
3.660527
3.745796
1.534397
5.004426
95.142209
72.564706
0
circle
exploration
11
18
7.917844
1.349376
6.916928
1.135496
97.16087
90.176883
0
random
surveillance
12
18
6.042154
-9.434447
-1.233501
5.632034
95.080927
71.673612
0
grid
surveillance
13
18
2.856418
-3.589359
-1.643588
5.257808
97.237334
53.435684
0
grid
return
14
18
6.285331
8.174375
5.05761
7.259841
99.073433
90.224732
0
grid
return
15
18
-3.888428
8.782984
3.87324
11.276205
95.08499
75.900403
0
line
delivery
16
18
8.81685
5.289516
-0.41522
13.356143
95.350111
95.411424
0
grid
exploration
17
18
-0.597465
5.720638
3.352956
8.682101
95.938043
57.823836
0
line
delivery
18
18
-2.43817
-1.460444
-3.648165
3.22369
96.975746
95.391926
0
grid
return
19
18
-2.12381
2.911331
-0.596684
5.741981
94.990845
82.975538
0
random
surveillance
0
19
-3.55967
6.351238
2.759197
4.867677
97.702441
59.546329
0
line
delivery
1
19
4.666256
-5.729649
4.989374
9.929534
94.975301
88.901262
0
circle
return
2
19
3.202211
-0.794209
-3.142773
0.467236
97.752118
51.68382
0
grid
delivery
3
19
-7.913128
-0.790186
2.234579
10.002711
97.434863
94.895959
0
random
delivery
4
19
3.57529
3.48078
4.246338
1.008839
98.57541
99.944631
0
grid
delivery
5
19
-5.777861
3.743004
3.478626
14.964424
97.842518
52.017541
0
line
delivery
6
19
1.703464
1.227516
3.5693
4.69167
95.77829
61.600909
0
circle
return
7
19
9.056834
8.574516
5.048749
0.58407
94.864402
80.97631
0
random
exploration
8
19
3.146543
7.125442
2.624439
11.350953
96.838531
85.36985
0
random
return
9
19
2.019515
5.418208
2.695795
13.937093
97.340474
76.383873
0
grid
exploration
10
19
5.02754
6.326157
-1.06178
6.821465
95.676068
83.876581
0
grid
delivery
11
19
2.517738
1.906898
-4.483865
10.36326
95.564321
82.431948
0
grid
exploration
12
19
8.054373
10.325071
4.714404
6.82758
95.711197
91.868354
0
random
surveillance
13
19
-2.499072
4.515395
8.554336
10.494594
94.859225
90.140547
0
grid
return
14
19
-10.7478
0.416963
3.10661
4.155188
94.443462
79.15954
0
random
delivery
15
19
-3.85507
-2.137177
1.154974
9.102704
94.645135
94.145741
0
grid
return
16
19
5.047648
-2.121579
6.376777
14.958568
98.89987
94.868293
0
grid
exploration
17
19
-1.257889
7.862483
1.299432
0.935911
97.373605
53.350827
0
line
exploration
18
19
0.870703
-1.832892
1.016129
4.028433
98.545109
58.374554
0
grid
exploration
19
19
-5.843091
-6.611066
-0.414078
11.974398
97.41873
64.969169
0
random
surveillance