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-002908
2026-01-23T05:17:00Z
voice_assistant
-59
15
23
0.26
8
0.101
Address assignment problem for voice assistant: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-002250
2026-01-18T04:31:00Z
iot_sensor
-46
12
29
0.5
0
0.012
Routine health check for iot sensor: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-004586
2026-02-05T00:52:00Z
gaming_console
-55
96
93
6.3
1
0.053
Likely Wi-Fi congestion affecting gaming console: busy channel at 96% utilization with intermittent retransmissions.
wifi_congestion
INC-005950
2026-02-15T10:55:00Z
smartphone
-52
47
107
0.13
8
0.074
Address assignment problem for smartphone: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-003833
2026-01-30T06:49:00Z
smartphone
-48
51
36
0.88
0
0.965
Potential DNS security incident for smartphone: anomalous query pattern and risk score 0.965.
dns_security_risk
INC-003425
2026-01-27T04:05:00Z
smart_tv
-54
16
137
0.07
0
0.834
Potential DNS security incident for smart tv: anomalous query pattern and risk score 0.834.
dns_security_risk
INC-002884
2026-01-23T00:54:00Z
smartphone
-56
10
88
0.6
14
0.099
Address assignment problem for smartphone: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-003383
2026-01-26T20:14:00Z
security_camera
-38
44
168
2.66
1
0.88
Potential DNS security incident for security camera: anomalous query pattern and risk score 0.88.
dns_security_risk
INC-005905
2026-02-15T02:40:00Z
smart_tv
-87
26
57
3.95
0
0.102
smart tv repeatedly disconnects with weak RSSI of -87 dBm while other network indicators remain mostly normal.
weak_signal
INC-002167
2026-01-17T13:19:00Z
security_camera
-82
42
51
2.75
0
0.015
security camera repeatedly disconnects with weak RSSI of -82 dBm while other network indicators remain mostly normal.
weak_signal
INC-001943
2026-01-15T20:19:00Z
voice_assistant
-51
31
73
0.09
0
0.776
voice assistant generated unusual DNS activity with risk score 0.776; review domains and resolver behaviour.
dns_security_risk
INC-001528
2026-01-12T16:12:00Z
smart_tv
-53
18
65
0.99
10
0.188
Address assignment problem for smart tv: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-004134
2026-02-01T13:59:00Z
gaming_console
-41
45
28
1.05
0
0.052
gaming console is connected normally with RSSI -41 dBm, latency 28 ms, channel utilization 45% and no material packet loss.
healthy
INC-004534
2026-02-04T15:17:00Z
laptop
-54
43
37
0
8
0.062
laptop failed to obtain or renew an IP address; 8 DHCP failures were observed recently.
dhcp_failure
INC-005587
2026-02-12T16:25:00Z
gaming_console
-80
23
45
0.61
0
0.091
gaming console repeatedly disconnects with weak RSSI of -80 dBm while other network indicators remain mostly normal.
weak_signal
INC-002706
2026-01-21T16:15:00Z
security_camera
-54
28
18
1.06
0
0.136
security camera is connected normally with RSSI -54 dBm, latency 18 ms, channel utilization 28% and no material packet loss.
healthy
INC-004008
2026-01-31T14:58:00Z
tablet
-42
27
22
0.63
0
0.02
Routine health check for tablet: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-000134
2026-01-02T00:42:00Z
tablet
-34
79
126
3.04
1
0.155
tablet experiences reduced throughput while channel utilization is 79% and neighbouring traffic is heavy.
wifi_congestion
INC-000116
2026-01-01T21:21:00Z
tablet
-45
82
136
5.27
0
0.216
tablet experiences reduced throughput while channel utilization is 82% and neighbouring traffic is heavy.
wifi_congestion
INC-002478
2026-01-19T22:20:00Z
gaming_console
-65
19
33
1.16
0
0.011
gaming console is connected normally with RSSI -65 dBm, latency 33 ms, channel utilization 19% and no material packet loss.
healthy
INC-004605
2026-02-05T04:24:00Z
smartphone
-65
61
691
24.84
1
0.181
Network quality degradation for smartphone: elevated round-trip time and 24.84% packet loss despite an acceptable signal level.
high_latency
INC-004658
2026-02-05T13:58:00Z
laptop
-46
78
69
5.61
0
0.108
laptop experiences reduced throughput while channel utilization is 78% and neighbouring traffic is heavy.
wifi_congestion
INC-000214
2026-01-02T15:23:00Z
iot_sensor
-55
9
74
0.54
14
0.092
iot sensor failed to obtain or renew an IP address; 14 DHCP failures were observed recently.
dhcp_failure
INC-005335
2026-02-10T18:09:00Z
gaming_console
-91
36
63
1.51
0
0.092
gaming console repeatedly disconnects with weak RSSI of -91 dBm while other network indicators remain mostly normal.
weak_signal
INC-004916
2026-02-07T13:18:00Z
smart_tv
-38
91
67
5.38
1
0.199
Likely Wi-Fi congestion affecting smart tv: busy channel at 91% utilization with intermittent retransmissions.
wifi_congestion
INC-004663
2026-02-05T14:54:00Z
iot_sensor
-84
9
22
4.99
0
0.065
iot sensor repeatedly disconnects with weak RSSI of -84 dBm while other network indicators remain mostly normal.
weak_signal
INC-001070
2026-01-09T04:20:00Z
smart_tv
-48
91
57
1.64
1
0.183
smart tv experiences reduced throughput while channel utilization is 91% and neighbouring traffic is heavy.
wifi_congestion
INC-003289
2026-01-26T03:06:00Z
voice_assistant
-80
31
16
5.46
0
0.035
Poor Wi-Fi coverage detected for voice assistant; signal strength is -80 dBm and the client appears far from the access point.
weak_signal
INC-001052
2026-01-09T00:59:00Z
laptop
-65
96
95
6.69
1
0.208
Likely Wi-Fi congestion affecting laptop: busy channel at 96% utilization with intermittent retransmissions.
wifi_congestion
INC-001529
2026-01-12T16:25:00Z
smart_tv
-66
13
130
0.62
0
0.82
smart tv generated unusual DNS activity with risk score 0.82; review domains and resolver behaviour.
dns_security_risk
INC-004571
2026-02-04T22:10:00Z
voice_assistant
-51
29
60
0.66
1
0.844
Potential DNS security incident for voice assistant: anomalous query pattern and risk score 0.844.
dns_security_risk
INC-003609
2026-01-28T13:47:00Z
iot_sensor
-46
70
669
6.44
0
0.032
iot sensor reports latency of 669 ms and packet loss of 6.44%, causing slow or unstable application traffic.
high_latency
INC-001383
2026-01-11T13:40:00Z
gaming_console
-58
31
547
12.88
0
0.185
Network quality degradation for gaming console: elevated round-trip time and 12.88% packet loss despite an acceptable signal level.
high_latency
INC-000031
2026-01-01T05:51:00Z
gaming_console
-86
22
26
5.33
0
0.094
Poor Wi-Fi coverage detected for gaming console; signal strength is -86 dBm and the client appears far from the access point.
weak_signal
INC-003547
2026-01-28T02:17:00Z
gaming_console
-91
11
33
3.52
0
0.204
Poor Wi-Fi coverage detected for gaming console; signal strength is -91 dBm and the client appears far from the access point.
weak_signal
INC-001030
2026-01-08T20:52:00Z
iot_sensor
-45
40
168
0.51
7
0.032
iot sensor failed to obtain or renew an IP address; 7 DHCP failures were observed recently.
dhcp_failure
INC-005851
2026-02-14T16:41:00Z
smartphone
-80
18
44
1.92
0
0.057
Poor Wi-Fi coverage detected for smartphone; signal strength is -80 dBm and the client appears far from the access point.
weak_signal
INC-005715
2026-02-13T15:45:00Z
gaming_console
-62
53
381
14.65
0
0.086
Network quality degradation for gaming console: elevated round-trip time and 14.65% packet loss despite an acceptable signal level.
high_latency
INC-004632
2026-02-05T09:20:00Z
iot_sensor
-49
14
41
0.82
0
0.148
Routine health check for iot sensor: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-005583
2026-02-12T15:33:00Z
voice_assistant
-49
75
478
11.82
0
0.061
Network quality degradation for voice assistant: elevated round-trip time and 11.82% packet loss despite an acceptable signal level.
high_latency
INC-002877
2026-01-22T23:28:00Z
voice_assistant
-54
78
271
23.54
0
0.096
Network quality degradation for voice assistant: elevated round-trip time and 23.54% packet loss despite an acceptable signal level.
high_latency
INC-005872
2026-02-14T20:33:00Z
gaming_console
-58
12
95
0.65
10
0.177
Address assignment problem for gaming console: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-003380
2026-01-26T19:46:00Z
voice_assistant
-63
78
77
4.54
0
0.091
Likely Wi-Fi congestion affecting voice assistant: busy channel at 78% utilization with intermittent retransmissions.
wifi_congestion
INC-005377
2026-02-11T01:50:00Z
tablet
-80
10
50
3.43
0
0.155
Poor Wi-Fi coverage detected for tablet; signal strength is -80 dBm and the client appears far from the access point.
weak_signal
INC-003695
2026-01-29T05:35:00Z
gaming_console
-45
19
29
0.61
1
0.784
gaming console generated unusual DNS activity with risk score 0.784; review domains and resolver behaviour.
dns_security_risk
INC-004317
2026-02-02T23:28:00Z
tablet
-56
82
340
11.64
0
0.087
tablet reports latency of 340 ms and packet loss of 11.64%, causing slow or unstable application traffic.
high_latency
INC-002357
2026-01-19T00:12:00Z
iot_sensor
-66
39
36
0.55
0
0.809
iot sensor generated unusual DNS activity with risk score 0.809; review domains and resolver behaviour.
dns_security_risk
INC-003921
2026-01-30T23:01:00Z
iot_sensor
-39
63
514
16.78
0
0.011
Network quality degradation for iot sensor: elevated round-trip time and 16.78% packet loss despite an acceptable signal level.
high_latency
INC-001936
2026-01-15T18:59:00Z
gaming_console
-57
18
139
0.92
12
0.169
Address assignment problem for gaming console: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-005485
2026-02-11T21:40:00Z
iot_sensor
-91
17
56
1.03
1
0.065
Poor Wi-Fi coverage detected for iot sensor; signal strength is -91 dBm and the client appears far from the access point.
weak_signal
INC-005606
2026-02-12T19:54:00Z
security_camera
-38
98
115
4.85
0
0.187
Likely Wi-Fi congestion affecting security camera: busy channel at 98% utilization with intermittent retransmissions.
wifi_congestion
INC-000799
2026-01-07T02:35:00Z
smartphone
-78
35
31
4.11
1
0.031
smartphone repeatedly disconnects with weak RSSI of -78 dBm while other network indicators remain mostly normal.
weak_signal
INC-003065
2026-01-24T10:03:00Z
gaming_console
-49
33
99
0.67
0
0.859
gaming console generated unusual DNS activity with risk score 0.859; review domains and resolver behaviour.
dns_security_risk
INC-001994
2026-01-16T05:36:00Z
smart_tv
-40
79
111
5.67
0
0.084
Likely Wi-Fi congestion affecting smart tv: busy channel at 79% utilization with intermittent retransmissions.
wifi_congestion
INC-001808
2026-01-14T19:30:00Z
voice_assistant
-43
82
83
6.05
0
0.086
Likely Wi-Fi congestion affecting voice assistant: busy channel at 82% utilization with intermittent retransmissions.
wifi_congestion
INC-004591
2026-02-05T01:46:00Z
smart_tv
-97
8
63
2.74
0
0.154
smart tv repeatedly disconnects with weak RSSI of -97 dBm while other network indicators remain mostly normal.
weak_signal
INC-002563
2026-01-20T14:01:00Z
voice_assistant
-93
9
41
4.98
0
0.203
voice assistant repeatedly disconnects with weak RSSI of -93 dBm while other network indicators remain mostly normal.
weak_signal
INC-005904
2026-02-15T02:31:00Z
laptop
-66
16
44
0.93
1
0.109
Routine health check for laptop: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-003454
2026-01-27T09:22:00Z
laptop
-49
12
34
0.35
14
0.174
Address assignment problem for laptop: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-000197
2026-01-02T12:12:00Z
voice_assistant
-55
16
34
0.6
0
0.861
Potential DNS security incident for voice assistant: anomalous query pattern and risk score 0.861.
dns_security_risk
INC-002673
2026-01-21T10:11:00Z
gaming_console
-62
71
329
8.06
0
0.214
Network quality degradation for gaming console: elevated round-trip time and 8.06% packet loss despite an acceptable signal level.
high_latency
INC-003939
2026-01-31T02:12:00Z
smartphone
-65
79
304
22.87
0
0.045
smartphone reports latency of 304 ms and packet loss of 22.87%, causing slow or unstable application traffic.
high_latency
INC-005293
2026-02-10T10:24:00Z
gaming_console
-76
11
42
1.05
0
0.15
Poor Wi-Fi coverage detected for gaming console; signal strength is -76 dBm and the client appears far from the access point.
weak_signal
INC-003209
2026-01-25T12:20:00Z
iot_sensor
-58
31
156
0.72
1
0.975
iot sensor generated unusual DNS activity with risk score 0.975; review domains and resolver behaviour.
dns_security_risk
INC-001677
2026-01-13T19:36:00Z
tablet
-57
52
237
16.66
1
0.114
Network quality degradation for tablet: elevated round-trip time and 16.66% packet loss despite an acceptable signal level.
high_latency
INC-005552
2026-02-12T09:59:00Z
smart_tv
-51
96
48
4.22
0
0.085
Likely Wi-Fi congestion affecting smart tv: busy channel at 96% utilization with intermittent retransmissions.
wifi_congestion
INC-004318
2026-02-02T23:39:00Z
voice_assistant
-65
29
160
0.69
10
0.056
Address assignment problem for voice assistant: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-005868
2026-02-14T19:48:00Z
gaming_console
-66
30
22
0.65
1
0.218
Routine health check for gaming console: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-004218
2026-02-02T05:19:00Z
iot_sensor
-54
31
75
0.92
0
0.134
iot sensor is connected normally with RSSI -54 dBm, latency 75 ms, channel utilization 31% and no material packet loss.
healthy
INC-000376
2026-01-03T21:04:00Z
smart_tv
-59
19
49
0.61
8
0.116
Address assignment problem for smart tv: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-004157
2026-02-01T18:10:00Z
gaming_console
-65
24
119
0.43
0
0.85
gaming console generated unusual DNS activity with risk score 0.85; review domains and resolver behaviour.
dns_security_risk
INC-000603
2026-01-05T14:33:00Z
voice_assistant
-54
67
294
14.67
1
0.17
Network quality degradation for voice assistant: elevated round-trip time and 14.67% packet loss despite an acceptable signal level.
high_latency
INC-005697
2026-02-13T12:35:00Z
voice_assistant
-41
39
353
22.58
0
0.218
Network quality degradation for voice assistant: elevated round-trip time and 22.58% packet loss despite an acceptable signal level.
high_latency
INC-000323
2026-01-03T11:16:00Z
smart_tv
-39
18
63
0.17
1
0.9
Potential DNS security incident for smart tv: anomalous query pattern and risk score 0.9.
dns_security_risk
INC-005390
2026-02-11T04:12:00Z
iot_sensor
-56
82
91
0.92
0
0.211
Likely Wi-Fi congestion affecting iot sensor: busy channel at 82% utilization with intermittent retransmissions.
wifi_congestion
INC-001795
2026-01-14T17:07:00Z
smart_tv
-84
15
45
1.24
1
0.082
Poor Wi-Fi coverage detected for smart tv; signal strength is -84 dBm and the client appears far from the access point.
weak_signal
INC-002435
2026-01-19T14:28:00Z
smartphone
-57
29
107
0
0
0.934
smartphone generated unusual DNS activity with risk score 0.934; review domains and resolver behaviour.
dns_security_risk
INC-003769
2026-01-29T19:09:00Z
voice_assistant
-79
12
41
0.78
0
0.1
Poor Wi-Fi coverage detected for voice assistant; signal strength is -79 dBm and the client appears far from the access point.
weak_signal
INC-002873
2026-01-22T22:49:00Z
laptop
-52
23
107
0.29
0
0.918
laptop generated unusual DNS activity with risk score 0.918; review domains and resolver behaviour.
dns_security_risk
INC-004467
2026-02-04T03:07:00Z
smart_tv
-59
57
591
13.37
1
0.113
smart tv reports latency of 591 ms and packet loss of 13.37%, causing slow or unstable application traffic.
high_latency
INC-001567
2026-01-12T23:19:00Z
security_camera
-83
16
53
3.98
0
0.099
security camera repeatedly disconnects with weak RSSI of -83 dBm while other network indicators remain mostly normal.
weak_signal
INC-002378
2026-01-19T04:01:00Z
tablet
-56
89
104
2
0
0.052
Likely Wi-Fi congestion affecting tablet: busy channel at 89% utilization with intermittent retransmissions.
wifi_congestion
INC-001623
2026-01-13T09:41:00Z
voice_assistant
-64
30
576
9.29
1
0.152
Network quality degradation for voice assistant: elevated round-trip time and 9.29% packet loss despite an acceptable signal level.
high_latency
INC-005146
2026-02-09T07:34:00Z
iot_sensor
-36
7
160
0.89
14
0.19
Address assignment problem for iot sensor: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-002782
2026-01-22T06:06:00Z
smart_tv
-34
19
106
1.25
13
0.074
smart tv failed to obtain or renew an IP address; 13 DHCP failures were observed recently.
dhcp_failure
INC-002499
2026-01-20T02:19:00Z
smart_tv
-43
33
815
23.06
1
0.037
Network quality degradation for smart tv: elevated round-trip time and 23.06% packet loss despite an acceptable signal level.
high_latency
INC-003937
2026-01-31T01:53:00Z
smart_tv
-89
39
46
0.75
0
0.099
smart tv repeatedly disconnects with weak RSSI of -89 dBm while other network indicators remain mostly normal.
weak_signal
INC-003120
2026-01-24T20:09:00Z
iot_sensor
-60
36
27
0.73
0
0.178
Routine health check for iot sensor: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-003435
2026-01-27T05:49:00Z
iot_sensor
-61
65
498
10.55
0
0.11
iot sensor reports latency of 498 ms and packet loss of 10.55%, causing slow or unstable application traffic.
high_latency
INC-003998
2026-01-31T13:00:00Z
gaming_console
-52
89
116
5.15
0
0.147
Likely Wi-Fi congestion affecting gaming console: busy channel at 89% utilization with intermittent retransmissions.
wifi_congestion
INC-004280
2026-02-02T16:41:00Z
laptop
-62
97
40
2.57
0
0.194
laptop experiences reduced throughput while channel utilization is 97% and neighbouring traffic is heavy.
wifi_congestion
INC-003645
2026-01-28T20:20:00Z
tablet
-47
36
534
19.27
1
0.07
Network quality degradation for tablet: elevated round-trip time and 19.27% packet loss despite an acceptable signal level.
high_latency
INC-005771
2026-02-14T02:08:00Z
tablet
-53
34
127
0.73
1
0.97
tablet generated unusual DNS activity with risk score 0.97; review domains and resolver behaviour.
dns_security_risk
INC-000992
2026-01-08T14:02:00Z
smartphone
-52
99
110
6.36
0
0.128
smartphone experiences reduced throughput while channel utilization is 99% and neighbouring traffic is heavy.
wifi_congestion
INC-000835
2026-01-07T09:12:00Z
iot_sensor
-83
30
22
1.94
0
0.088
iot sensor repeatedly disconnects with weak RSSI of -83 dBm while other network indicators remain mostly normal.
weak_signal
INC-000098
2026-01-01T18:01:00Z
gaming_console
-53
98
105
5.19
0
0.189
Likely Wi-Fi congestion affecting gaming console: busy channel at 98% utilization with intermittent retransmissions.
wifi_congestion
INC-001884
2026-01-15T09:31:00Z
security_camera
-57
27
9
0.14
0
0.173
Routine health check for security camera: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-004068
2026-02-01T01:58:00Z
smart_tv
-64
34
37
0.7
1
0.081
Routine health check for smart tv: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-002443
2026-01-19T16:02:00Z
security_camera
-92
16
28
0.61
0
0.106
Poor Wi-Fi coverage detected for security camera; signal strength is -92 dBm and the client appears far from the access point.
weak_signal
INC-002160
2026-01-17T12:09:00Z
smart_tv
-62
41
22
0.4
0
0.024
smart tv is connected normally with RSSI -62 dBm, latency 22 ms, channel utilization 41% and no material packet loss.
healthy