incident_id
large_stringlengths
10
10
timestamp
large_stringdate
2026-01-01 00:19:00
2026-02-15 20:01:00
device_type
large_stringclasses
8 values
rssi_dbm
int64
-98
-31
channel_utilization_pct
int64
0
100
latency_ms
int64
1
904
packet_loss_pct
float64
0
24.8
dhcp_failures
int64
0
15
dns_risk_score
float64
0.01
0.99
incident_text
large_stringlengths
87
132
label
large_stringclasses
6 values
INC-002502
2026-01-20T02:48:00Z
iot_sensor
-48
23
35
0.61
0
0.202
iot sensor is connected normally with RSSI -48 dBm, latency 35 ms, channel utilization 23% and no material packet loss.
healthy
INC-005430
2026-02-11T11:30:00Z
laptop
-65
41
34
0.47
0
0.109
Routine health check for laptop: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-003762
2026-01-29T17:44:00Z
security_camera
-48
49
42
0.39
0
0.208
security camera is connected normally with RSSI -48 dBm, latency 42 ms, channel utilization 49% and no material packet loss.
healthy
INC-003432
2026-01-27T05:16:00Z
smartphone
-48
21
19
0.16
1
0.151
Routine health check for smartphone: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-003052
2026-01-24T07:40:00Z
smart_tv
-53
48
81
0.2
11
0.094
Address assignment problem for smart tv: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-005036
2026-02-08T11:25:00Z
gaming_console
-58
87
92
4.51
0
0.018
gaming console experiences reduced throughput while channel utilization is 87% and neighbouring traffic is heavy.
wifi_congestion
INC-005768
2026-02-14T01:32:00Z
smart_tv
-62
71
106
5.32
0
0.075
Likely Wi-Fi congestion affecting smart tv: busy channel at 71% utilization with intermittent retransmissions.
wifi_congestion
INC-003107
2026-01-24T17:43:00Z
security_camera
-57
33
156
0.16
0
0.887
Potential DNS security incident for security camera: anomalous query pattern and risk score 0.887.
dns_security_risk
INC-001618
2026-01-13T08:42:00Z
tablet
-42
26
163
0.01
9
0.01
Address assignment problem for tablet: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-005438
2026-02-11T13:05:00Z
security_camera
-55
79
86
2.08
0
0.128
Likely Wi-Fi congestion affecting security camera: busy channel at 79% utilization with intermittent retransmissions.
wifi_congestion
INC-001370
2026-01-11T11:14:00Z
smart_tv
-50
94
75
4.21
0
0.171
smart tv experiences reduced throughput while channel utilization is 94% and neighbouring traffic is heavy.
wifi_congestion
INC-002027
2026-01-16T11:46:00Z
tablet
-58
45
132
0.18
0
0.92
Potential DNS security incident for tablet: anomalous query pattern and risk score 0.92.
dns_security_risk
INC-000538
2026-01-05T02:47:00Z
smartphone
-53
28
141
0.01
7
0.146
smartphone failed to obtain or renew an IP address; 7 DHCP failures were observed recently.
dhcp_failure
INC-001296
2026-01-10T21:41:00Z
smart_tv
-67
26
28
0.22
0
0.193
smart tv is connected normally with RSSI -67 dBm, latency 28 ms, channel utilization 26% and no material packet loss.
healthy
INC-002368
2026-01-19T02:10:00Z
smart_tv
-65
24
44
0.29
3
0.078
Address assignment problem for smart tv: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-000225
2026-01-02T17:25:00Z
iot_sensor
-38
70
275
8.24
0
0.157
iot sensor reports latency of 275 ms and packet loss of 8.24%, causing slow or unstable application traffic.
high_latency
INC-005067
2026-02-08T16:58:00Z
tablet
-59
49
180
19.15
0
0.159
Network quality degradation for tablet: elevated round-trip time and 19.15% packet loss despite an acceptable signal level.
high_latency
INC-001681
2026-01-13T20:16:00Z
iot_sensor
-80
18
43
1.97
0
0.039
iot sensor repeatedly disconnects with weak RSSI of -80 dBm while other network indicators remain mostly normal.
weak_signal
INC-004930
2026-02-07T15:54:00Z
laptop
-48
44
76
0.65
4
0.189
Address assignment problem for laptop: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-004898
2026-02-07T10:05:00Z
laptop
-59
78
128
6.45
0
0.048
Likely Wi-Fi congestion affecting laptop: busy channel at 78% utilization with intermittent retransmissions.
wifi_congestion
INC-004967
2026-02-07T22:37:00Z
laptop
-60
21
83
0.02
0
0.869
Potential DNS security incident for laptop: anomalous query pattern and risk score 0.869.
dns_security_risk
INC-002424
2026-01-19T12:31:00Z
laptop
-45
25
11
1.09
0
0.041
laptop is connected normally with RSSI -45 dBm, latency 11 ms, channel utilization 25% and no material packet loss.
healthy
INC-002853
2026-01-22T19:09:00Z
voice_assistant
-66
57
330
17.9
0
0.202
Network quality degradation for voice assistant: elevated round-trip time and 17.9% packet loss despite an acceptable signal level.
high_latency
INC-005493
2026-02-11T23:09:00Z
tablet
-55
76
540
9.42
0
0.19
tablet reports latency of 540 ms and packet loss of 9.42%, causing slow or unstable application traffic.
high_latency
INC-004944
2026-02-07T18:28:00Z
laptop
-51
37
11
0.86
0
0.058
Routine health check for laptop: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-001557
2026-01-12T21:32:00Z
iot_sensor
-53
54
834
10.02
0
0.069
Network quality degradation for iot sensor: elevated round-trip time and 10.02% packet loss despite an acceptable signal level.
high_latency
INC-000415
2026-01-04T04:05:00Z
smartphone
-76
10
44
3.76
0
0.031
Poor Wi-Fi coverage detected for smartphone; signal strength is -76 dBm and the client appears far from the access point.
weak_signal
INC-002305
2026-01-18T14:37:00Z
iot_sensor
-92
52
33
0.7
1
0.155
iot sensor repeatedly disconnects with weak RSSI of -92 dBm while other network indicators remain mostly normal.
weak_signal
INC-004519
2026-02-04T12:31:00Z
voice_assistant
-76
26
36
3.31
0
0.103
voice assistant repeatedly disconnects with weak RSSI of -76 dBm while other network indicators remain mostly normal.
weak_signal
INC-003451
2026-01-27T08:47:00Z
voice_assistant
-94
11
49
3.71
0
0.05
Poor Wi-Fi coverage detected for voice assistant; signal strength is -94 dBm and the client appears far from the access point.
weak_signal
INC-003075
2026-01-24T11:47:00Z
security_camera
-40
42
733
18.57
0
0.035
security camera reports latency of 733 ms and packet loss of 18.57%, causing slow or unstable application traffic.
high_latency
INC-003367
2026-01-26T17:21:00Z
tablet
-83
27
68
0.99
0
0.2
Poor Wi-Fi coverage detected for tablet; signal strength is -83 dBm and the client appears far from the access point.
weak_signal
INC-004194
2026-02-02T01:03:00Z
voice_assistant
-55
18
12
0.7
0
0.136
voice assistant is connected normally with RSSI -55 dBm, latency 12 ms, channel utilization 18% and no material packet loss.
healthy
INC-003561
2026-01-28T04:52:00Z
smartphone
-42
25
260
8.44
0
0.133
smartphone reports latency of 260 ms and packet loss of 8.44%, causing slow or unstable application traffic.
high_latency
INC-005271
2026-02-10T06:29:00Z
smart_tv
-60
77
523
23.64
1
0.173
smart tv reports latency of 523 ms and packet loss of 23.64%, causing slow or unstable application traffic.
high_latency
INC-000569
2026-01-05T08:23:00Z
tablet
-43
18
189
2.72
1
0.957
Potential DNS security incident for tablet: anomalous query pattern and risk score 0.957.
dns_security_risk
INC-000182
2026-01-02T09:28:00Z
tablet
-60
79
106
3.18
0
0.179
tablet experiences reduced throughput while channel utilization is 79% and neighbouring traffic is heavy.
wifi_congestion
INC-001302
2026-01-10T22:44:00Z
security_camera
-66
35
21
0.74
1
0.05
Routine health check for security camera: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-000500
2026-01-04T19:43:00Z
gaming_console
-62
83
117
3.7
0
0.138
Likely Wi-Fi congestion affecting gaming console: busy channel at 83% utilization with intermittent retransmissions.
wifi_congestion
INC-004533
2026-02-04T15:03:00Z
gaming_console
-55
39
475
14.82
0
0.041
gaming console reports latency of 475 ms and packet loss of 14.82%, causing slow or unstable application traffic.
high_latency
INC-003622
2026-01-28T16:10:00Z
tablet
-63
39
81
2.23
14
0.128
tablet failed to obtain or renew an IP address; 14 DHCP failures were observed recently.
dhcp_failure
INC-003072
2026-01-24T11:14:00Z
voice_assistant
-64
27
32
0.1
0
0.216
Routine health check for voice assistant: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-005717
2026-02-13T16:17:00Z
tablet
-55
23
91
0.62
0
0.964
tablet generated unusual DNS activity with risk score 0.964; review domains and resolver behaviour.
dns_security_risk
INC-005706
2026-02-13T14:10:00Z
iot_sensor
-48
25
42
0.22
0
0.179
iot sensor is connected normally with RSSI -48 dBm, latency 42 ms, channel utilization 25% and no material packet loss.
healthy
INC-004813
2026-02-06T18:31:00Z
gaming_console
-79
46
47
3.98
0
0.175
Poor Wi-Fi coverage detected for gaming console; signal strength is -79 dBm and the client appears far from the access point.
weak_signal
INC-003677
2026-01-29T02:14:00Z
smart_tv
-65
8
49
1.03
1
0.82
Potential DNS security incident for smart tv: anomalous query pattern and risk score 0.82.
dns_security_risk
INC-005769
2026-02-14T01:39:00Z
laptop
-49
62
239
5.35
0
0.129
Network quality degradation for laptop: elevated round-trip time and 5.35% packet loss despite an acceptable signal level.
high_latency
INC-003572
2026-01-28T06:59:00Z
security_camera
-60
77
137
4.97
0
0.157
security camera experiences reduced throughput while channel utilization is 77% and neighbouring traffic is heavy.
wifi_congestion
INC-000999
2026-01-08T15:12:00Z
voice_assistant
-67
55
543
17.67
1
0.125
Network quality degradation for voice assistant: elevated round-trip time and 17.67% packet loss despite an acceptable signal level.
high_latency
INC-004817
2026-02-06T19:16:00Z
security_camera
-64
17
146
0.44
0
0.822
security camera generated unusual DNS activity with risk score 0.822; review domains and resolver behaviour.
dns_security_risk
INC-002786
2026-01-22T06:49:00Z
smart_tv
-38
89
99
2.96
1
0.052
Likely Wi-Fi congestion affecting smart tv: busy channel at 89% utilization with intermittent retransmissions.
wifi_congestion
INC-000882
2026-01-07T17:46:00Z
voice_assistant
-41
47
15
0.52
1
0.129
Routine health check for voice assistant: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-003654
2026-01-28T22:01:00Z
tablet
-56
34
33
0.44
1
0.195
Routine health check for tablet: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-004826
2026-02-06T20:48:00Z
gaming_console
-65
91
94
3.35
0
0.124
Likely Wi-Fi congestion affecting gaming console: busy channel at 91% utilization with intermittent retransmissions.
wifi_congestion
INC-005797
2026-02-14T06:53:00Z
gaming_console
-94
15
23
0.79
0
0.193
gaming console repeatedly disconnects with weak RSSI of -94 dBm while other network indicators remain mostly normal.
weak_signal
INC-004273
2026-02-02T15:24:00Z
smart_tv
-91
26
57
1.2
0
0.176
Poor Wi-Fi coverage detected for smart tv; signal strength is -91 dBm and the client appears far from the access point.
weak_signal
INC-005919
2026-02-15T05:16:00Z
tablet
-44
51
192
23.42
1
0.094
tablet reports latency of 192 ms and packet loss of 23.42%, causing slow or unstable application traffic.
high_latency
INC-001409
2026-01-11T18:25:00Z
smart_tv
-59
31
99
0.28
0
0.965
Potential DNS security incident for smart tv: anomalous query pattern and risk score 0.965.
dns_security_risk
INC-005179
2026-02-09T13:31:00Z
smart_tv
-86
52
68
5.29
0
0.034
Poor Wi-Fi coverage detected for smart tv; signal strength is -86 dBm and the client appears far from the access point.
weak_signal
INC-001044
2026-01-08T23:34:00Z
tablet
-51
26
27
0.32
0
0.082
Routine health check for tablet: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-001193
2026-01-10T02:44:00Z
gaming_console
-38
8
63
0.53
0
0.845
Potential DNS security incident for gaming console: anomalous query pattern and risk score 0.845.
dns_security_risk
INC-004030
2026-01-31T18:57:00Z
iot_sensor
-53
10
152
0.12
7
0.029
Address assignment problem for iot sensor: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-004920
2026-02-07T14:09:00Z
smartphone
-53
45
20
0.9
0
0.063
smartphone is connected normally with RSSI -53 dBm, latency 20 ms, channel utilization 45% and no material packet loss.
healthy
INC-003597
2026-01-28T11:31:00Z
tablet
-48
60
683
7.45
0
0.127
Network quality degradation for tablet: elevated round-trip time and 7.45% packet loss despite an acceptable signal level.
high_latency
INC-000035
2026-01-01T06:31:00Z
iot_sensor
-45
26
59
0.15
1
0.847
Potential DNS security incident for iot sensor: anomalous query pattern and risk score 0.847.
dns_security_risk
INC-005544
2026-02-12T08:27:00Z
voice_assistant
-65
15
25
0.8
1
0.103
Routine health check for voice assistant: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-002196
2026-01-17T18:42:00Z
laptop
-46
28
38
0.45
1
0.161
laptop is connected normally with RSSI -46 dBm, latency 38 ms, channel utilization 28% and no material packet loss.
healthy
INC-002449
2026-01-19T17:06:00Z
smart_tv
-88
48
72
1.47
0
0.104
smart tv repeatedly disconnects with weak RSSI of -88 dBm while other network indicators remain mostly normal.
weak_signal
INC-005652
2026-02-13T04:21:00Z
laptop
-50
38
29
0.73
0
0.086
laptop is connected normally with RSSI -50 dBm, latency 29 ms, channel utilization 38% and no material packet loss.
healthy
INC-000351
2026-01-03T16:29:00Z
smartphone
-35
77
204
20.48
0
0.163
smartphone reports latency of 204 ms and packet loss of 20.48%, causing slow or unstable application traffic.
high_latency
INC-005413
2026-02-11T08:33:00Z
smartphone
-86
20
31
3.92
1
0.067
smartphone repeatedly disconnects with weak RSSI of -86 dBm while other network indicators remain mostly normal.
weak_signal
INC-000651
2026-01-05T23:24:00Z
smart_tv
-49
26
684
6.77
0
0.035
smart tv reports latency of 684 ms and packet loss of 6.77%, causing slow or unstable application traffic.
high_latency
INC-002747
2026-01-21T23:41:00Z
smartphone
-60
17
52
0.87
0
0.78
Potential DNS security incident for smartphone: anomalous query pattern and risk score 0.78.
dns_security_risk
INC-002428
2026-01-19T13:14:00Z
voice_assistant
-60
46
97
0.95
5
0.101
voice assistant failed to obtain or renew an IP address; 5 DHCP failures were observed recently.
dhcp_failure
INC-004914
2026-02-07T12:57:00Z
security_camera
-56
9
28
0.36
0
0.086
security camera is connected normally with RSSI -56 dBm, latency 28 ms, channel utilization 9% and no material packet loss.
healthy
INC-000654
2026-01-06T00:00:00Z
gaming_console
-54
51
18
0.07
0
0.048
Routine health check for gaming console: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-004693
2026-02-05T20:23:00Z
smartphone
-89
11
50
3.7
0
0.028
Poor Wi-Fi coverage detected for smartphone; signal strength is -89 dBm and the client appears far from the access point.
weak_signal
INC-004850
2026-02-07T01:17:00Z
security_camera
-50
97
73
0.58
1
0.169
security camera experiences reduced throughput while channel utilization is 97% and neighbouring traffic is heavy.
wifi_congestion
INC-001009
2026-01-08T17:01:00Z
gaming_console
-89
21
29
1.47
1
0.078
gaming console repeatedly disconnects with weak RSSI of -89 dBm while other network indicators remain mostly normal.
weak_signal
INC-003184
2026-01-25T07:44:00Z
gaming_console
-42
42
149
0.6
12
0.178
gaming console failed to obtain or renew an IP address; 12 DHCP failures were observed recently.
dhcp_failure
INC-002366
2026-01-19T01:55:00Z
security_camera
-55
82
42
1.84
0
0.154
security camera experiences reduced throughput while channel utilization is 82% and neighbouring traffic is heavy.
wifi_congestion
INC-002648
2026-01-21T05:30:00Z
smartphone
-43
93
60
3.08
0
0.125
smartphone experiences reduced throughput while channel utilization is 93% and neighbouring traffic is heavy.
wifi_congestion
INC-004532
2026-02-04T14:56:00Z
laptop
-45
80
129
2.46
0
0.075
Likely Wi-Fi congestion affecting laptop: busy channel at 80% utilization with intermittent retransmissions.
wifi_congestion
INC-004098
2026-02-01T07:25:00Z
gaming_console
-66
31
31
0.41
0
0.079
Routine health check for gaming console: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-001316
2026-01-11T01:18:00Z
smartphone
-60
80
48
4.93
1
0.122
Likely Wi-Fi congestion affecting smartphone: busy channel at 80% utilization with intermittent retransmissions.
wifi_congestion
INC-001558
2026-01-12T21:44:00Z
smartphone
-65
18
31
0.88
9
0.075
smartphone failed to obtain or renew an IP address; 9 DHCP failures were observed recently.
dhcp_failure
INC-003486
2026-01-27T15:06:00Z
laptop
-46
15
40
0.03
0
0.129
Routine health check for laptop: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-005984
2026-02-15T17:14:00Z
security_camera
-39
81
37
6.01
0
0.011
Likely Wi-Fi congestion affecting security camera: busy channel at 81% utilization with intermittent retransmissions.
wifi_congestion
INC-001470
2026-01-12T05:40:00Z
voice_assistant
-64
37
45
0.96
1
0.048
Routine health check for voice assistant: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-003881
2026-01-30T15:40:00Z
smartphone
-62
21
32
0.56
1
0.844
smartphone generated unusual DNS activity with risk score 0.844; review domains and resolver behaviour.
dns_security_risk
INC-001775
2026-01-14T13:25:00Z
laptop
-46
34
116
0.75
0
0.764
laptop generated unusual DNS activity with risk score 0.764; review domains and resolver behaviour.
dns_security_risk
INC-004472
2026-02-04T04:02:00Z
iot_sensor
-53
83
153
7.18
1
0.117
iot sensor experiences reduced throughput while channel utilization is 83% and neighbouring traffic is heavy.
wifi_congestion
INC-005387
2026-02-11T03:42:00Z
laptop
-47
39
53
0.6
0
0.792
Potential DNS security incident for laptop: anomalous query pattern and risk score 0.792.
dns_security_risk
INC-002839
2026-01-22T16:33:00Z
laptop
-79
26
36
1.16
1
0.101
Poor Wi-Fi coverage detected for laptop; signal strength is -79 dBm and the client appears far from the access point.
weak_signal
INC-005857
2026-02-14T17:48:00Z
laptop
-92
12
33
0.93
0
0.04
Poor Wi-Fi coverage detected for laptop; signal strength is -92 dBm and the client appears far from the access point.
weak_signal
INC-004946
2026-02-07T18:56:00Z
gaming_console
-65
80
75
3.47
0
0.198
gaming console experiences reduced throughput while channel utilization is 80% and neighbouring traffic is heavy.
wifi_congestion
INC-004793
2026-02-06T14:52:00Z
smart_tv
-63
43
48
0.33
0
0.806
Potential DNS security incident for smart tv: anomalous query pattern and risk score 0.806.
dns_security_risk
INC-003767
2026-01-29T18:44:00Z
tablet
-58
40
157
0.48
0
0.885
tablet generated unusual DNS activity with risk score 0.885; review domains and resolver behaviour.
dns_security_risk
INC-001263
2026-01-10T15:38:00Z
voice_assistant
-51
26
391
7.75
0
0.179
Network quality degradation for voice assistant: elevated round-trip time and 7.75% packet loss despite an acceptable signal level.
high_latency
INC-000071
2026-01-01T13:08:00Z
smart_tv
-47
46
38
0.85
0
0.887
smart tv generated unusual DNS activity with risk score 0.887; review domains and resolver behaviour.
dns_security_risk