measurement_id
stringlengths
11
11
latitude
float64
4.72
12.1
longitude
float64
3.26
8.98
city
stringclasses
15 values
operator
stringclasses
4 values
network_type
stringclasses
4 values
signal_strength_dbm
int64
-105
-50
coverage_quality
stringclasses
4 values
download_speed_mbps
float64
0.1
100
upload_speed_mbps
float64
0.05
50
latency_ms
int64
10
200
tower_id
stringlengths
8
8
distance_to_tower_km
float64
0.1
10
indoor_outdoor
stringclasses
2 values
COV00000001
8.993513
7.380306
Abuja
MTN
4G
-84
excellent
31.58
8.09
12
ABU-4797
0.36
indoor
COV00000002
9.928355
8.894921
Jos
MTN
3G
-90
good
1.62
0.24
107
JOS-4195
9.2
outdoor
COV00000003
9.906466
8.954852
Jos
9mobile
4G
-87
good
86.46
9.92
11
JOS-8986
0.44
indoor
COV00000004
6.510442
3.340011
Lagos
9mobile
4G
-84
good
82.4
45.09
17
LAG-3454
9.81
outdoor
COV00000005
5.547216
5.838587
Warri
Glo
3G
-90
good
2.12
1.21
198
WAR-9347
9.43
indoor
COV00000006
12.017327
8.506885
Kano
9mobile
4G
-69
good
60.48
31.74
25
KAN-8912
1.07
outdoor
COV00000007
6.520401
3.286428
Lagos
MTN
4G
-83
good
25.5
47.79
23
LAG-9355
2.85
outdoor
COV00000008
4.861315
8.415773
Calabar
Glo
3G
-82
fair
3.73
0.96
184
CAL-5395
6.3
indoor
COV00000009
9.91653
8.918086
Jos
9mobile
4G
-79
good
33.37
19.41
23
JOS-9814
2.48
outdoor
COV00000010
7.074248
3.440142
Abeokuta
9mobile
4G
-92
fair
92.26
3.78
17
ABE-1716
0.95
outdoor
COV00000011
10.456396
7.443592
Kaduna
9mobile
4G
-80
good
70.52
2.05
37
KAD-1456
4.67
indoor
COV00000012
7.459852
4.02196
Ibadan
Airtel
4G
-71
poor
47.19
5.37
41
IBA-4064
3.62
outdoor
COV00000013
7.392854
4.043461
Ibadan
Glo
4G
-66
good
85.24
28.03
16
IBA-3185
0.59
outdoor
COV00000014
4.984443
8.253461
Calabar
Airtel
4G
-70
good
75.24
33.4
39
CAL-7141
6.76
indoor
COV00000015
6.531602
7.456313
Enugu
MTN
4G
-91
good
62.34
24.5
27
ENU-9736
2.48
outdoor
COV00000016
8.451006
4.47597
Ilorin
MTN
4G
-77
fair
82.45
20.29
47
ILO-2156
9.83
indoor
COV00000017
5.540683
5.650404
Warri
Glo
4G
-94
poor
2.33
42.84
26
WAR-9655
3.94
outdoor
COV00000018
9.977294
8.785268
Jos
Glo
4G
-64
fair
36.67
47.79
23
JOS-7564
6.62
outdoor
COV00000019
9.990294
8.890073
Jos
9mobile
3G
-93
poor
0.44
0.13
174
JOS-3701
9.43
outdoor
COV00000020
8.983949
7.444376
Abuja
Airtel
4G
-94
good
68.74
47.38
44
ABU-5966
7.51
outdoor
COV00000021
7.143895
3.357638
Abeokuta
MTN
4G
-66
fair
83.6
27.67
49
ABE-4330
1.53
outdoor
COV00000022
6.201542
6.735909
Onitsha
Glo
4G
-93
good
51.6
22.72
11
ONI-7923
5.52
outdoor
COV00000023
6.323168
5.702569
Benin City
Airtel
4G
-65
excellent
83.36
18.02
33
BEN-5069
3.11
indoor
COV00000024
5.03556
8.334747
Calabar
9mobile
4G
-66
excellent
30.23
7.29
14
CAL-2855
8.94
outdoor
COV00000025
8.59278
4.470314
Ilorin
9mobile
3G
-98
fair
1.97
1.94
121
ILO-1069
0.12
outdoor
COV00000026
10.006117
8.922883
Jos
Airtel
4G
-94
fair
57.02
17.6
29
JOS-8630
4.17
outdoor
COV00000027
8.990549
7.324461
Abuja
9mobile
4G
-85
excellent
62.27
25.78
47
ABU-5820
3.44
outdoor
COV00000028
11.928934
8.643645
Kano
MTN
4G
-82
good
33.18
45.01
15
KAN-8698
2.82
outdoor
COV00000029
5.557564
5.740073
Warri
9mobile
4G
-81
good
55.43
4.65
34
WAR-5725
8.41
outdoor
COV00000030
4.791888
7.10909
Port Harcourt
Airtel
5G
-52
good
36.95
24.6
43
POR-9645
5.52
indoor
COV00000031
4.895901
8.41782
Calabar
9mobile
4G
-70
excellent
25.66
34.67
18
CAL-8890
0.16
indoor
COV00000032
5.452992
5.798432
Warri
9mobile
3G
-100
fair
1.46
0.66
154
WAR-1803
0.77
indoor
COV00000033
5.490444
5.704461
Warri
Airtel
4G
-67
poor
11.42
44.77
27
WAR-2826
7.5
outdoor
COV00000034
5.149952
7.371881
Aba
Airtel
4G
-66
excellent
70.77
45.21
18
ABA-1303
3.08
indoor
COV00000035
4.799373
6.957919
Port Harcourt
MTN
4G
-65
good
32.21
40.13
30
POR-6664
0.21
outdoor
COV00000036
5.548459
5.690747
Warri
MTN
4G
-71
good
4.13
47.55
26
WAR-6513
1.96
outdoor
COV00000037
5.561232
5.795189
Warri
MTN
4G
-75
good
57.25
6.57
32
WAR-1283
4.32
outdoor
COV00000038
7.30236
4.031481
Ibadan
MTN
3G
-93
good
1.01
0.57
69
IBA-9241
7.63
indoor
COV00000039
5.03915
8.275949
Calabar
Glo
2G
-96
fair
1.04
0.69
78
CAL-3417
3.17
indoor
COV00000040
5.542319
5.75253
Warri
Glo
3G
-82
poor
4.27
0.22
94
WAR-4561
5.33
indoor
COV00000041
4.820384
7.03398
Port Harcourt
Airtel
3G
-93
good
4.33
1.3
178
POR-7820
7.16
indoor
COV00000042
11.962776
8.614874
Kano
9mobile
4G
-68
good
13.09
22.32
43
KAN-2743
4.51
outdoor
COV00000043
5.01274
8.32368
Calabar
Glo
3G
-90
good
4.42
0.67
149
CAL-9254
3.13
outdoor
COV00000044
9.858293
8.831814
Jos
Glo
3G
-78
poor
1.22
0.72
134
JOS-6975
3.66
outdoor
COV00000045
6.204146
6.701096
Onitsha
9mobile
4G
-72
excellent
16.71
46.58
41
ONI-5921
6.34
outdoor
COV00000046
9.037702
7.436653
Abuja
Airtel
3G
-70
good
4.26
0.91
155
ABU-8955
8.42
outdoor
COV00000047
6.114405
6.855148
Onitsha
9mobile
4G
-89
excellent
85.87
36.26
45
ONI-2967
7.15
outdoor
COV00000048
5.441188
5.822126
Warri
9mobile
4G
-87
good
20.94
2.58
19
WAR-8965
2.81
outdoor
COV00000049
6.117444
6.831752
Onitsha
9mobile
4G
-64
fair
67.2
40.96
38
ONI-2290
3.16
indoor
COV00000050
7.217889
3.321991
Abeokuta
Airtel
4G
-75
poor
10.69
1.65
26
ABE-3139
1.17
outdoor
COV00000051
12.065592
8.524232
Kano
Airtel
3G
-70
poor
3.06
0.11
176
KAN-8786
8.72
indoor
COV00000052
6.240297
6.690384
Onitsha
Airtel
4G
-70
fair
7.1
18.18
37
ONI-4417
9.36
outdoor
COV00000053
9.868913
8.805465
Jos
Glo
4G
-76
fair
49.73
15.38
39
JOS-1686
2.09
indoor
COV00000054
9.880423
8.826256
Jos
9mobile
3G
-90
poor
1.91
0.35
54
JOS-7695
8.94
outdoor
COV00000055
6.245935
5.586097
Benin City
9mobile
4G
-77
poor
26.68
40.25
25
BEN-9087
4.97
outdoor
COV00000056
10.013316
8.854917
Jos
Glo
4G
-61
excellent
98.81
36.68
26
JOS-1045
5.57
indoor
COV00000057
4.959755
8.343371
Calabar
MTN
4G
-60
excellent
20.76
42.84
41
CAL-9761
5.16
indoor
COV00000058
6.575043
3.365374
Lagos
Glo
3G
-95
fair
4.13
0.75
82
LAG-9680
2.96
outdoor
COV00000059
6.077689
6.696832
Onitsha
9mobile
3G
-96
poor
0.8
0.88
194
ONI-8170
5.29
outdoor
COV00000060
4.776692
7.051285
Port Harcourt
9mobile
3G
-86
good
1.54
1.06
94
POR-1249
4.02
outdoor
COV00000061
9.990321
8.868137
Jos
MTN
4G
-67
poor
96.38
11.36
20
JOS-3528
1.1
outdoor
COV00000062
9.001044
7.439519
Abuja
MTN
2G
-87
fair
2.6
1.14
162
ABU-2696
0.57
outdoor
COV00000063
6.480127
3.316434
Lagos
9mobile
3G
-91
fair
2.36
0.36
77
LAG-2276
9.94
outdoor
COV00000064
5.178716
7.298337
Aba
Glo
3G
-73
good
2.7
0.57
184
ABA-6050
3.13
outdoor
COV00000065
6.575847
7.509661
Enugu
MTN
3G
-89
fair
0.28
0.56
146
ENU-7720
2.15
outdoor
COV00000066
9.049934
7.394973
Abuja
Glo
3G
-73
good
1
1.76
116
ABU-5972
5.13
indoor
COV00000067
4.939584
8.398487
Calabar
Glo
4G
-64
good
9.15
25.2
44
CAL-1481
7.96
outdoor
COV00000068
5.11271
7.296149
Aba
Glo
4G
-83
good
53.99
22.99
13
ABA-8293
9.67
indoor
COV00000069
6.385491
5.517733
Benin City
Airtel
4G
-68
poor
67.64
16.43
32
BEN-5897
4
indoor
COV00000070
9.084653
7.451997
Abuja
Airtel
3G
-73
good
4.26
1.85
92
ABU-2852
6.09
indoor
COV00000071
4.876223
7.067408
Port Harcourt
9mobile
4G
-75
good
89.89
11.82
30
POR-8784
3.84
indoor
COV00000072
7.151259
3.316955
Abeokuta
9mobile
5G
-67
excellent
85.6
41.64
30
ABE-6005
6.34
indoor
COV00000073
8.431192
4.457685
Ilorin
Glo
4G
-86
good
92.27
18.83
20
ILO-8784
8.61
outdoor
COV00000074
6.602628
7.576857
Enugu
Glo
3G
-83
poor
4.56
0.68
110
ENU-3876
2.07
outdoor
COV00000075
10.522547
7.466791
Kaduna
Glo
5G
-66
good
16.87
28.85
47
KAD-3628
5.77
indoor
COV00000076
10.521435
7.327
Kaduna
Airtel
4G
-89
good
18.86
3.69
45
KAD-1421
0.13
outdoor
COV00000077
6.580531
3.381725
Lagos
Glo
3G
-80
fair
4.34
1.48
59
LAG-3321
0.13
indoor
COV00000078
6.293899
5.553659
Benin City
MTN
3G
-90
fair
1.41
1.56
76
BEN-6256
8.41
outdoor
COV00000079
7.160938
3.296297
Abeokuta
MTN
3G
-98
poor
3.28
1.41
54
ABE-9973
7.51
indoor
COV00000080
6.189376
6.773135
Onitsha
Glo
4G
-93
good
45.82
36.69
36
ONI-6967
9.19
indoor
COV00000081
10.60432
7.476928
Kaduna
9mobile
3G
-88
fair
4.33
1.39
185
KAD-3710
6.05
indoor
COV00000082
7.425226
3.853162
Ibadan
Airtel
4G
-76
good
91.22
10.46
12
IBA-8448
4.45
outdoor
COV00000083
9.87673
8.944889
Jos
Glo
4G
-86
poor
75.42
10.6
22
JOS-8689
1.17
outdoor
COV00000084
4.871425
7.011275
Port Harcourt
9mobile
3G
-96
fair
0.7
0.12
111
POR-9325
7.45
indoor
COV00000085
6.24518
6.753637
Onitsha
Airtel
3G
-93
poor
0.52
1.48
64
ONI-9937
0.7
indoor
COV00000086
4.935908
8.413267
Calabar
Airtel
3G
-98
poor
0.86
0.5
116
CAL-1503
9.55
outdoor
COV00000087
4.861994
6.982786
Port Harcourt
9mobile
2G
-84
poor
1.37
1.51
90
POR-6509
5.62
outdoor
COV00000088
6.567304
3.378084
Lagos
Glo
3G
-93
poor
3.91
1.28
171
LAG-5575
4.37
outdoor
COV00000089
6.550445
3.408936
Lagos
Glo
4G
-89
excellent
53.23
37.09
41
LAG-1326
3.85
indoor
COV00000090
6.537685
7.523097
Enugu
Glo
4G
-84
excellent
38.32
8.24
26
ENU-3136
5.19
outdoor
COV00000091
8.408055
4.500724
Ilorin
9mobile
4G
-92
good
88.17
36.45
25
ILO-2568
2.15
outdoor
COV00000092
9.098145
7.429591
Abuja
MTN
4G
-92
excellent
92.83
32.59
20
ABU-5404
1.92
indoor
COV00000093
6.545884
7.446388
Enugu
MTN
2G
-85
fair
4.61
1.93
147
ENU-3604
2.17
indoor
COV00000094
6.113652
6.733179
Onitsha
MTN
4G
-71
good
88.65
24.06
13
ONI-9945
0.17
outdoor
COV00000095
10.50279
7.366715
Kaduna
Airtel
4G
-91
good
60.16
26.79
31
KAD-1955
3.93
outdoor
COV00000096
5.032923
7.380463
Aba
Airtel
4G
-67
good
64.87
27.87
49
ABA-7631
2.95
outdoor
COV00000097
12.095167
8.65992
Kano
Glo
4G
-76
fair
60.53
38.56
47
KAN-1276
9.84
outdoor
COV00000098
4.763115
6.951475
Port Harcourt
MTN
4G
-67
fair
52.76
1.08
40
POR-8156
0.41
outdoor
COV00000099
6.531176
7.432256
Enugu
9mobile
4G
-91
poor
51.18
23.27
35
ENU-6359
6.21
outdoor
COV00000100
6.289545
5.666289
Benin City
Airtel
3G
-93
good
3.55
0.98
160
BEN-6901
5.99
outdoor