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
5
-7.283146
3.53005
-5.902147
8.280708
97.569367
64.723288
0
circle
return
1
5
9.273971
5.359113
0.345209
11.997829
97.623932
51.123465
0
random
surveillance
2
5
-6.240927
4.21632
1.354327
14.766033
97.121549
58.583964
0
grid
surveillance
3
5
-0.419917
-7.647965
3.259318
8.31267
96.492898
91.48709
0
circle
surveillance
4
5
1.780149
5.413455
8.827372
2.630569
95.17794
70.938526
0
circle
surveillance
5
5
5.57185
-1.240065
1.492792
9.047282
98.523254
69.464781
0
random
return
6
5
-4.379366
5.768209
-4.246994
9.955067
95.065851
86.628605
0
random
delivery
7
5
13.66191
3.537834
-7.0959
0.771387
97.268169
79.842142
0
circle
surveillance
8
5
0.325058
9.354003
-2.634835
3.69603
95.654488
89.970794
0
circle
surveillance
9
5
9.562243
-8.314335
6.220676
1.373731
95.163432
56.840932
0
grid
exploration
10
5
1.388505
-6.176722
2.400989
12.098417
96.456083
84.613828
0
line
surveillance
11
5
3.552929
-7.132759
0.210475
14.81502
95.029703
51.971341
0
grid
exploration
12
5
1.857894
-5.883743
-4.905283
13.865943
94.894709
97.213324
0
circle
return
13
5
5.765764
-1.827251
4.932587
12.433732
99.564962
79.813494
0
random
exploration
14
5
1.610669
-1.893743
6.778781
0.980345
98.173548
76.974565
0
line
exploration
15
5
-3.973037
4.838825
1.915161
9.237948
98.585203
51.220039
0
circle
delivery
16
5
0.91142
5.827402
-2.086442
7.198134
96.612473
93.683856
0
circle
surveillance
17
5
7.546737
-7.909102
-8.292995
11.063735
98.556114
55.523706
0
circle
surveillance
18
5
-4.520704
-3.338988
0.326576
5.7649
96.351764
60.912694
0
line
exploration
19
5
1.671074
-0.328615
-3.627924
13.186775
95.02634
73.370076
0
line
delivery
0
6
1.432261
3.062256
2.045843
3.460047
98.81736
61.02431
0
grid
return
1
6
12.876501
-1.879845
-0.240574
14.536539
95.281071
96.387614
0
line
delivery
2
6
7.702521
-2.253731
-3.561778
12.237497
98.577797
61.190881
0
line
return
3
6
2.957078
-3.60055
1.423489
13.161913
98.372
56.475746
0
line
surveillance
4
6
2.029327
2.272284
3.892721
1.304801
97.657734
68.634426
0
line
return
5
6
10.651023
-3.604544
0.55861
3.302748
96.283706
53.806543
0
random
exploration
6
6
13.234662
-2.054344
-1.847197
10.170242
96.87134
63.351414
0
grid
return
7
6
5.820804
5.264983
2.708425
13.009413
96.158185
91.850666
0
circle
return
8
6
7.510795
3.843549
-0.23559
5.026783
95.982459
58.037995
0
circle
exploration
9
6
1.333568
-0.528568
0.617074
4.305572
96.615365
99.059309
0
grid
surveillance
10
6
3.827421
11.416274
-0.938891
11.415419
96.993667
98.1496
0
random
delivery
11
6
1.695752
1.477729
2.642562
1.017556
98.195182
85.408604
0
circle
surveillance
12
6
6.575233
-7.015935
-2.194609
11.373948
99.577065
51.106178
0
grid
return
13
6
2.486059
4.260618
6.000345
6.688541
98.331867
99.856225
0
line
exploration
14
6
2.800072
-1.910271
-4.506164
1.235716
96.297503
82.725561
0
line
surveillance
15
6
4.141782
-0.512064
-5.134793
14.154239
97.601363
81.926297
0
line
exploration
16
6
0.37207
1.816697
-0.60618
3.196571
99.54433
82.583341
0
grid
return
17
6
2.360277
3.127509
0.455376
2.782883
95.356884
88.829843
0
circle
surveillance
18
6
3.813614
7.245763
1.582606
11.948059
97.292388
55.865409
0
random
return
19
6
4.145019
-6.191356
-0.980489
7.373918
99.378955
79.09857
0
random
return
0
7
-1.530917
-8.747704
-1.561532
9.000308
98.191687
84.749094
0
circle
exploration
1
7
-11.419397
0.579115
-2.155024
1.573953
98.439775
99.33313
0
random
surveillance
2
7
8.216992
5.086811
-0.404821
4.89692
97.061442
54.393325
0
line
exploration
3
7
0.834429
-0.19506
-2.959385
1.990736
96.812296
84.473248
0
circle
surveillance
4
7
7.696777
5.323168
0.998152
10.635908
95.295154
85.704347
0
circle
delivery
5
7
-2.534684
1.272667
5.450727
12.259467
97.388409
82.178885
0
circle
surveillance
6
7
-2.55709
-1.719429
-0.901737
14.637979
97.965521
59.105896
0
grid
return
7
7
2.82083
15.525052
0.216855
10.788027
98.507726
99.816696
0
grid
return
8
7
3.76759
-4.413963
-0.586883
13.024088
96.014155
87.135326
0
random
return
9
7
-7.64292
-7.109034
10.708686
10.878865
97.216655
93.671162
0
circle
delivery
10
7
3.961614
-7.181961
8.082702
10.996695
98.992162
85.791248
0
grid
surveillance
11
7
7.600457
2.319001
-0.75745
7.384168
98.413845
93.537495
0
random
delivery
12
7
6.443829
-7.998569
-1.112205
14.541185
98.359333
82.836833
0
random
return
13
7
-4.898349
-7.079493
-0.66198
1.102451
98.80121
75.988697
0
circle
exploration
14
7
-7.082909
-1.440576
8.203799
2.505629
98.811904
51.833571
0
line
return
15
7
4.951109
6.772546
0.252387
12.085052
96.723228
93.413564
0
line
return
16
7
0.341994
0.513889
4.338148
0.590153
99.03945
72.609951
0
line
exploration
17
7
0.959729
-2.243818
0.746459
2.225148
94.716849
98.255935
1
circle
exploration
18
7
5.281638
2.432442
5.690051
7.332699
96.315679
56.982563
0
line
return
19
7
-13.781277
-3.99234
3.921341
10.101486
94.80044
54.695036
0
random
surveillance
0
8
-0.153412
1.887164
5.150339
14.169213
96.18376
74.858738
0
random
delivery
1
8
3.278409
-1.444604
1.137493
13.96423
96.152366
83.825669
0
random
surveillance
2
8
8.967158
-4.931727
2.313177
14.991206
99.35894
98.858709
0
random
exploration
3
8
-2.971379
2.503
7.975908
11.076738
95.207422
70.207016
0
circle
delivery
4
8
3.787
4.305864
-0.687818
12.267513
98.998955
77.224455
1
grid
exploration
5
8
7.678534
-5.590113
-7.418704
10.432008
97.657209
72.434681
0
line
delivery
6
8
9.010076
5.849085
-2.640752
5.696787
95.283332
75.954089
0
line
exploration
7
8
12.062179
-4.983721
-6.863979
5.982342
96.699138
76.680127
0
random
delivery
8
8
3.773772
5.067078
4.594643
3.652234
94.964827
53.01337
0
circle
delivery
9
8
2.205957
0.631567
-3.951741
3.851649
98.175635
65.364498
0
grid
return
10
8
5.391583
-7.052503
-4.148141
6.203237
98.99057
59.057467
0
circle
delivery
11
8
5.503856
10.033133
1.911414
1.603154
96.763439
62.828139
0
random
surveillance
12
8
1.919571
7.620702
1.426123
14.27105
96.591941
90.959443
0
line
surveillance
13
8
-1.347028
3.298186
-5.68188
6.165427
95.400693
95.001156
0
circle
delivery
14
8
-2.792036
5.274622
-0.674748
10.013248
99.122323
81.192966
0
circle
exploration
15
8
7.03871
3.421814
-2.874552
12.941956
98.516301
54.785728
0
grid
delivery
16
8
5.619396
11.852615
-1.987459
8.917145
97.116166
99.389276
0
line
surveillance
17
8
-6.049015
-6.378094
-8.765532
10.763966
96.137819
99.5628
0
grid
return
18
8
3.644915
8.941983
-1.095639
1.284874
95.129046
59.593366
0
grid
surveillance
19
8
-0.217902
-2.13282
-0.187676
7.785897
99.261937
90.017825
0
line
return
0
9
2.554401
5.067645
-9.068678
4.995029
96.202565
99.706968
0
line
delivery
1
9
2.770283
-0.402493
9.534169
0.902135
96.738516
97.881264
0
grid
delivery
2
9
1.746804
-6.168572
0.34387
11.34245
97.812142
83.245586
0
random
surveillance
3
9
-3.619538
-1.769546
-6.13572
2.28624
94.587582
96.350048
0
line
surveillance
4
9
12.496648
2.866589
1.860246
1.915702
95.419662
89.101404
0
circle
return
5
9
-0.645582
-4.452972
-3.548731
5.402046
99.111786
96.847891
0
grid
delivery
6
9
-4.616833
-9.864453
2.842893
13.79088
97.065183
99.607901
0
circle
return
7
9
13.364998
-1.292936
6.731514
13.169615
95.209717
90.29627
0
random
surveillance
8
9
0.025201
-2.878726
3.582549
5.191496
94.671949
82.048604
0
line
exploration
9
9
-3.59234
13.224388
-0.600701
11.472147
98.675807
75.128304
0
line
exploration
10
9
-2.147561
-0.034857
1.18325
14.487332
97.387511
65.590807
0
circle
exploration
11
9
3.548464
2.316497
-3.066409
3.240573
96.45206
82.510055
0
grid
exploration
12
9
-0.167214
8.353631
1.643337
14.755184
98.354099
57.112468
0
circle
surveillance
13
9
-0.78543
2.412249
-2.239642
0.934377
97.002889
99.834843
0
grid
return
14
9
5.647771
-6.52449
-11.869606
1.960656
95.116979
72.489232
0
grid
delivery
15
9
5.5716
6.939047
-0.68325
11.004216
95.703476
50.551563
0
grid
exploration
16
9
-1.831222
2.85902
-6.494558
0.181812
98.343993
98.793688
0
line
return
17
9
1.8168
-4.070531
0.745305
8.219392
97.278113
92.217854
0
circle
surveillance
18
9
-1.316411
-3.524014
0.03527
5.638324
97.577619
72.972338
0
line
exploration
19
9
9.458542
6.611632
-4.704112
6.564047
98.276647
92.043579
0
random
return