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-004525
2026-02-04T13:37:00Z
iot_sensor
-89
40
28
4.44
0
0.183
iot sensor repeatedly disconnects with weak RSSI of -89 dBm while other network indicators remain mostly normal.
weak_signal
INC-004453
2026-02-04T00:28:00Z
laptop
-85
47
16
5.36
1
0.087
laptop repeatedly disconnects with weak RSSI of -85 dBm while other network indicators remain mostly normal.
weak_signal
INC-000990
2026-01-08T13:35:00Z
tablet
-41
48
18
0.04
1
0.043
Routine health check for tablet: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-004488
2026-02-04T06:49:00Z
smart_tv
-48
35
23
0.43
0
0.185
smart tv is connected normally with RSSI -48 dBm, latency 23 ms, channel utilization 35% and no material packet loss.
healthy
INC-005603
2026-02-12T19:18:00Z
voice_assistant
-43
34
90
0.05
0
0.943
voice assistant generated unusual DNS activity with risk score 0.943; review domains and resolver behaviour.
dns_security_risk
INC-003371
2026-01-26T18:02:00Z
smartphone
-41
46
18
0.77
0
0.834
Potential DNS security incident for smartphone: anomalous query pattern and risk score 0.834.
dns_security_risk
INC-005469
2026-02-11T18:48:00Z
gaming_console
-57
76
273
6.49
1
0.167
gaming console reports latency of 273 ms and packet loss of 6.49%, causing slow or unstable application traffic.
high_latency
INC-004602
2026-02-05T03:45:00Z
laptop
-46
10
16
0.36
1
0.179
Routine health check for laptop: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-003714
2026-01-29T08:57:00Z
gaming_console
-65
48
20
0.41
1
0.097
gaming console is connected normally with RSSI -65 dBm, latency 20 ms, channel utilization 48% and no material packet loss.
healthy
INC-005112
2026-02-09T01:15:00Z
security_camera
-61
32
16
0.59
0
0.094
security camera is connected normally with RSSI -61 dBm, latency 16 ms, channel utilization 32% and no material packet loss.
healthy
INC-004588
2026-02-05T01:14:00Z
smart_tv
-48
11
154
0.48
10
0.13
smart tv failed to obtain or renew an IP address; 10 DHCP failures were observed recently.
dhcp_failure
INC-001492
2026-01-12T09:40:00Z
laptop
-65
31
119
0.98
11
0.122
laptop failed to obtain or renew an IP address; 11 DHCP failures were observed recently.
dhcp_failure
INC-002692
2026-01-21T13:42:00Z
tablet
-39
43
154
0.32
12
0.102
Address assignment problem for tablet: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-004626
2026-02-05T08:09:00Z
security_camera
-62
33
25
1.19
1
0.02
Routine health check for security camera: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-002343
2026-01-18T21:40:00Z
tablet
-46
83
366
24.55
1
0.178
tablet reports latency of 366 ms and packet loss of 24.55%, causing slow or unstable application traffic.
high_latency
INC-005890
2026-02-14T23:53:00Z
tablet
-48
42
50
1.01
15
0.05
tablet failed to obtain or renew an IP address; 15 DHCP failures were observed recently.
dhcp_failure
INC-000278
2026-01-03T03:07:00Z
voice_assistant
-42
90
101
3.22
0
0.126
Likely Wi-Fi congestion affecting voice assistant: busy channel at 90% utilization with intermittent retransmissions.
wifi_congestion
INC-002218
2026-01-17T22:48:00Z
smartphone
-61
37
169
0.63
15
0.171
Address assignment problem for smartphone: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-005428
2026-02-11T11:15:00Z
voice_assistant
-44
41
73
1.16
5
0.09
voice assistant failed to obtain or renew an IP address; 5 DHCP failures were observed recently.
dhcp_failure
INC-005325
2026-02-10T16:15:00Z
smartphone
-60
76
746
8.2
0
0.055
Network quality degradation for smartphone: elevated round-trip time and 8.2% packet loss despite an acceptable signal level.
high_latency
INC-003741
2026-01-29T13:56:00Z
laptop
-39
40
705
16.51
1
0.109
Network quality degradation for laptop: elevated round-trip time and 16.51% packet loss despite an acceptable signal level.
high_latency
INC-004824
2026-02-06T20:31:00Z
gaming_console
-62
22
9
0.16
1
0.205
gaming console is connected normally with RSSI -62 dBm, latency 9 ms, channel utilization 22% and no material packet loss.
healthy
INC-002367
2026-01-19T01:59:00Z
security_camera
-53
30
426
21.1
0
0.123
security camera reports latency of 426 ms and packet loss of 21.1%, causing slow or unstable application traffic.
high_latency
INC-000962
2026-01-08T08:28:00Z
gaming_console
-42
92
60
1.15
0
0.073
Likely Wi-Fi congestion affecting gaming console: busy channel at 92% utilization with intermittent retransmissions.
wifi_congestion
INC-004311
2026-02-02T22:23:00Z
gaming_console
-57
69
434
10.14
0
0.049
Network quality degradation for gaming console: elevated round-trip time and 10.14% packet loss despite an acceptable signal level.
high_latency
INC-005134
2026-02-09T05:20:00Z
iot_sensor
-48
34
81
0.2
11
0.176
iot sensor failed to obtain or renew an IP address; 11 DHCP failures were observed recently.
dhcp_failure
INC-004953
2026-02-07T20:03:00Z
gaming_console
-65
82
175
10.35
0
0.13
Network quality degradation for gaming console: elevated round-trip time and 10.35% packet loss despite an acceptable signal level.
high_latency
INC-001115
2026-01-09T12:30:00Z
smart_tv
-42
44
142
0.45
0
0.803
smart tv generated unusual DNS activity with risk score 0.803; review domains and resolver behaviour.
dns_security_risk
INC-003942
2026-01-31T02:42:00Z
tablet
-46
9
41
0.8
0
0.131
Routine health check for tablet: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-001834
2026-01-15T00:15:00Z
smartphone
-67
18
104
0.43
8
0.042
smartphone failed to obtain or renew an IP address; 8 DHCP failures were observed recently.
dhcp_failure
INC-004535
2026-02-04T15:33:00Z
smart_tv
-61
9
42
0.93
1
0.761
Potential DNS security incident for smart tv: anomalous query pattern and risk score 0.761.
dns_security_risk
INC-002473
2026-01-19T21:29:00Z
smart_tv
-76
13
22
1.98
0
0.103
Poor Wi-Fi coverage detected for smart tv; signal strength is -76 dBm and the client appears far from the access point.
weak_signal
INC-000042
2026-01-01T07:51:00Z
iot_sensor
-54
29
42
0.56
0
0.053
iot sensor is connected normally with RSSI -54 dBm, latency 42 ms, channel utilization 29% and no material packet loss.
healthy
INC-002718
2026-01-21T18:23:00Z
laptop
-54
13
19
0.21
0
0.019
Routine health check for laptop: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-004373
2026-02-03T09:45:00Z
security_camera
-40
52
140
0.59
1
0.958
security camera generated unusual DNS activity with risk score 0.958; review domains and resolver behaviour.
dns_security_risk
INC-001004
2026-01-08T16:04:00Z
smartphone
-62
89
122
5.26
1
0.179
Likely Wi-Fi congestion affecting smartphone: busy channel at 89% utilization with intermittent retransmissions.
wifi_congestion
INC-004639
2026-02-05T10:33:00Z
smart_tv
-89
8
20
1.81
0
0.185
smart tv repeatedly disconnects with weak RSSI of -89 dBm while other network indicators remain mostly normal.
weak_signal
INC-005253
2026-02-10T03:06:00Z
iot_sensor
-38
49
288
19.45
0
0.176
iot sensor reports latency of 288 ms and packet loss of 19.45%, causing slow or unstable application traffic.
high_latency
INC-002510
2026-01-20T04:12:00Z
smartphone
-39
88
100
2.43
0
0.041
smartphone experiences reduced throughput while channel utilization is 88% and neighbouring traffic is heavy.
wifi_congestion
INC-001844
2026-01-15T02:08:00Z
voice_assistant
-45
84
127
5.52
0
0.03
voice assistant experiences reduced throughput while channel utilization is 84% and neighbouring traffic is heavy.
wifi_congestion
INC-005628
2026-02-12T23:57:00Z
smart_tv
-40
46
71
0
1
0.118
smart tv is connected normally with RSSI -40 dBm, latency 71 ms, channel utilization 46% and no material packet loss.
healthy
INC-003839
2026-01-30T07:56:00Z
smartphone
-65
24
21
0.65
0
0.797
Potential DNS security incident for smartphone: anomalous query pattern and risk score 0.797.
dns_security_risk
INC-005849
2026-02-14T16:23:00Z
tablet
-66
12
82
0.17
0
0.883
Potential DNS security incident for tablet: anomalous query pattern and risk score 0.883.
dns_security_risk
INC-003024
2026-01-24T02:24:00Z
voice_assistant
-58
25
17
0.2
1
0.026
Routine health check for voice assistant: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-000085
2026-01-01T15:37:00Z
smartphone
-83
14
18
0.86
1
0.017
Poor Wi-Fi coverage detected for smartphone; signal strength is -83 dBm and the client appears far from the access point.
weak_signal
INC-003027
2026-01-24T03:07:00Z
smart_tv
-61
31
160
21.83
0
0.061
Network quality degradation for smart tv: elevated round-trip time and 21.83% packet loss despite an acceptable signal level.
high_latency
INC-000804
2026-01-07T03:29:00Z
laptop
-52
18
15
0.27
0
0.085
laptop is connected normally with RSSI -52 dBm, latency 15 ms, channel utilization 18% and no material packet loss.
healthy
INC-000490
2026-01-04T17:57:00Z
gaming_console
-67
15
64
1.09
8
0.148
gaming console failed to obtain or renew an IP address; 8 DHCP failures were observed recently.
dhcp_failure
INC-005578
2026-02-12T14:43:00Z
gaming_console
-47
48
35
0.5
3
0.204
gaming console failed to obtain or renew an IP address; 3 DHCP failures were observed recently.
dhcp_failure
INC-003704
2026-01-29T07:08:00Z
smart_tv
-61
93
102
1.24
0
0.038
smart tv experiences reduced throughput while channel utilization is 93% and neighbouring traffic is heavy.
wifi_congestion
INC-004891
2026-02-07T08:45:00Z
smart_tv
-94
24
49
3.1
1
0.086
Poor Wi-Fi coverage detected for smart tv; signal strength is -94 dBm and the client appears far from the access point.
weak_signal
INC-003227
2026-01-25T15:46:00Z
security_camera
-39
18
17
0.18
1
0.914
Potential DNS security incident for security camera: anomalous query pattern and risk score 0.914.
dns_security_risk
INC-003440
2026-01-27T06:41:00Z
security_camera
-72
90
53
0.83
1
0.094
security camera experiences reduced throughput while channel utilization is 90% and neighbouring traffic is heavy.
wifi_congestion
INC-005416
2026-02-11T09:01:00Z
iot_sensor
-56
40
83
0.5
15
0.067
Address assignment problem for iot sensor: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-002804
2026-01-22T10:14:00Z
laptop
-51
100
74
6.44
1
0.012
Likely Wi-Fi congestion affecting laptop: busy channel at 100% utilization with intermittent retransmissions.
wifi_congestion
INC-003224
2026-01-25T15:05:00Z
iot_sensor
-51
97
54
1.66
0
0.203
Likely Wi-Fi congestion affecting iot sensor: busy channel at 97% utilization with intermittent retransmissions.
wifi_congestion
INC-004558
2026-02-04T19:48:00Z
smartphone
-50
50
65
1.12
9
0.013
Address assignment problem for smartphone: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-004773
2026-02-06T11:03:00Z
tablet
-67
67
169
3.95
0
0.158
Network quality degradation for tablet: elevated round-trip time and 3.95% packet loss despite an acceptable signal level.
high_latency
INC-005467
2026-02-11T18:26:00Z
tablet
-78
20
39
5.32
1
0.192
tablet repeatedly disconnects with weak RSSI of -78 dBm while other network indicators remain mostly normal.
weak_signal
INC-001650
2026-01-13T14:37:00Z
voice_assistant
-45
43
34
0.97
0
0.151
voice assistant is connected normally with RSSI -45 dBm, latency 34 ms, channel utilization 43% and no material packet loss.
healthy
INC-005169
2026-02-09T11:48:00Z
iot_sensor
-58
48
613
14.13
0
0.137
iot sensor reports latency of 613 ms and packet loss of 14.13%, causing slow or unstable application traffic.
high_latency
INC-000509
2026-01-04T21:24:00Z
tablet
-50
19
84
1.51
0
0.897
Potential DNS security incident for tablet: anomalous query pattern and risk score 0.897.
dns_security_risk
INC-001300
2026-01-10T22:27:00Z
smartphone
-49
43
46
0.1
12
0.049
smartphone failed to obtain or renew an IP address; 12 DHCP failures were observed recently.
dhcp_failure
INC-001599
2026-01-13T05:09:00Z
security_camera
-63
28
620
11.34
0
0.214
Network quality degradation for security camera: elevated round-trip time and 11.34% packet loss despite an acceptable signal level.
high_latency
INC-001037
2026-01-08T22:15:00Z
security_camera
-58
21
132
0.18
0
0.842
security camera generated unusual DNS activity with risk score 0.842; review domains and resolver behaviour.
dns_security_risk
INC-000665
2026-01-06T01:58:00Z
voice_assistant
-54
23
167
1.79
0
0.874
voice assistant generated unusual DNS activity with risk score 0.874; review domains and resolver behaviour.
dns_security_risk
INC-002820
2026-01-22T13:05:00Z
tablet
-55
14
29
0.02
0
0.118
tablet is connected normally with RSSI -55 dBm, latency 29 ms, channel utilization 14% and no material packet loss.
healthy
INC-005238
2026-02-10T00:20:00Z
smartphone
-67
12
16
0.54
1
0.176
Routine health check for smartphone: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-001963
2026-01-15T23:57:00Z
iot_sensor
-88
45
37
4.6
0
0.192
Poor Wi-Fi coverage detected for iot sensor; signal strength is -88 dBm and the client appears far from the access point.
weak_signal
INC-000553
2026-01-05T05:25:00Z
tablet
-85
46
42
4.2
0
0.046
tablet repeatedly disconnects with weak RSSI of -85 dBm while other network indicators remain mostly normal.
weak_signal
INC-005492
2026-02-11T23:00:00Z
voice_assistant
-38
90
48
3.82
0
0.142
Likely Wi-Fi congestion affecting voice assistant: busy channel at 90% utilization with intermittent retransmissions.
wifi_congestion
INC-004636
2026-02-05T10:02:00Z
smartphone
-55
10
127
0.25
6
0.116
smartphone failed to obtain or renew an IP address; 6 DHCP failures were observed recently.
dhcp_failure
INC-000476
2026-01-04T15:21:00Z
voice_assistant
-50
100
108
5.94
0
0.165
Likely Wi-Fi congestion affecting voice assistant: busy channel at 100% utilization with intermittent retransmissions.
wifi_congestion
INC-004874
2026-02-07T05:35:00Z
iot_sensor
-69
72
83
7.21
1
0.066
iot sensor experiences reduced throughput while channel utilization is 72% and neighbouring traffic is heavy.
wifi_congestion
INC-001903
2026-01-15T12:53:00Z
voice_assistant
-80
43
69
2.7
1
0.127
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-002323
2026-01-18T17:57:00Z
gaming_console
-82
35
56
2.05
1
0.116
Poor Wi-Fi coverage detected for gaming console; signal strength is -82 dBm and the client appears far from the access point.
weak_signal
INC-001093
2026-01-09T08:23:00Z
tablet
-79
45
70
3.49
0
0.219
Poor Wi-Fi coverage detected for tablet; signal strength is -79 dBm and the client appears far from the access point.
weak_signal
INC-001801
2026-01-14T18:20:00Z
gaming_console
-83
50
42
2.63
1
0.153
gaming console repeatedly disconnects with weak RSSI of -83 dBm while other network indicators remain mostly normal.
weak_signal
INC-002423
2026-01-19T12:13:00Z
iot_sensor
-45
52
71
0.15
0
0.972
iot sensor generated unusual DNS activity with risk score 0.972; review domains and resolver behaviour.
dns_security_risk
INC-004892
2026-02-07T09:01:00Z
laptop
-50
73
47
4.11
1
0.032
laptop experiences reduced throughput while channel utilization is 73% and neighbouring traffic is heavy.
wifi_congestion
INC-002669
2026-01-21T09:26:00Z
tablet
-49
43
98
0.79
0
0.855
Potential DNS security incident for tablet: anomalous query pattern and risk score 0.855.
dns_security_risk
INC-004135
2026-02-01T14:07:00Z
tablet
-85
11
35
6.36
0
0.2
Poor Wi-Fi coverage detected for tablet; signal strength is -85 dBm and the client appears far from the access point.
weak_signal
INC-005529
2026-02-12T05:43:00Z
voice_assistant
-42
52
602
19.02
0
0.171
voice assistant reports latency of 602 ms and packet loss of 19.02%, causing slow or unstable application traffic.
high_latency
INC-001097
2026-01-09T09:10:00Z
voice_assistant
-56
23
82
0.54
0
0.921
voice assistant generated unusual DNS activity with risk score 0.921; review domains and resolver behaviour.
dns_security_risk
INC-005379
2026-02-11T02:11:00Z
smartphone
-61
78
258
11.46
0
0.215
Network quality degradation for smartphone: elevated round-trip time and 11.46% packet loss despite an acceptable signal level.
high_latency
INC-004675
2026-02-05T17:11:00Z
gaming_console
-91
52
26
4.45
0
0.131
gaming console repeatedly disconnects with weak RSSI of -91 dBm while other network indicators remain mostly normal.
weak_signal
INC-004267
2026-02-02T14:22:00Z
smartphone
-85
26
31
2.36
0
0.164
Poor Wi-Fi coverage detected for smartphone; signal strength is -85 dBm and the client appears far from the access point.
weak_signal
INC-002221
2026-01-17T23:19:00Z
iot_sensor
-90
17
60
4.3
0
0.094
Poor Wi-Fi coverage detected for iot sensor; signal strength is -90 dBm and the client appears far from the access point.
weak_signal
INC-002534
2026-01-20T08:43:00Z
voice_assistant
-45
89
107
3.14
0
0.019
Likely Wi-Fi congestion affecting voice assistant: busy channel at 89% utilization with intermittent retransmissions.
wifi_congestion
INC-000819
2026-01-07T06:18:00Z
security_camera
-57
76
655
5.12
0
0.08
security camera reports latency of 655 ms and packet loss of 5.12%, causing slow or unstable application traffic.
high_latency
INC-002259
2026-01-18T06:18:00Z
gaming_console
-60
42
491
3.44
0
0.126
gaming console reports latency of 491 ms and packet loss of 3.44%, causing slow or unstable application traffic.
high_latency
INC-002011
2026-01-16T08:47:00Z
security_camera
-85
35
50
4.45
1
0.201
Poor Wi-Fi coverage detected for security camera; signal strength is -85 dBm and the client appears far from the access point.
weak_signal
INC-005947
2026-02-15T10:22:00Z
laptop
-84
39
40
1.36
0
0.042
laptop repeatedly disconnects with weak RSSI of -84 dBm while other network indicators remain mostly normal.
weak_signal
INC-001977
2026-01-16T02:27:00Z
smart_tv
-60
38
414
6.23
0
0.18
Network quality degradation for smart tv: elevated round-trip time and 6.23% packet loss despite an acceptable signal level.
high_latency
INC-005270
2026-02-10T06:13:00Z
tablet
-42
86
109
4.71
1
0.087
Likely Wi-Fi congestion affecting tablet: busy channel at 86% utilization with intermittent retransmissions.
wifi_congestion
INC-005204
2026-02-09T18:14:00Z
iot_sensor
-55
96
35
4.24
0
0.174
iot sensor experiences reduced throughput while channel utilization is 96% and neighbouring traffic is heavy.
wifi_congestion
INC-000359
2026-01-03T17:49:00Z
laptop
-46
22
68
0.97
0
0.87
Potential DNS security incident for laptop: anomalous query pattern and risk score 0.87.
dns_security_risk
INC-000885
2026-01-07T18:19:00Z
gaming_console
-63
71
417
6
0
0.21
gaming console reports latency of 417 ms and packet loss of 6.0%, causing slow or unstable application traffic.
high_latency
INC-005951
2026-02-15T11:03:00Z
security_camera
-67
19
63
0.03
1
0.91
Potential DNS security incident for security camera: anomalous query pattern and risk score 0.91.
dns_security_risk
INC-002925
2026-01-23T08:22:00Z
smartphone
-43
66
180
8.76
0
0.11
Network quality degradation for smartphone: elevated round-trip time and 8.76% packet loss despite an acceptable signal level.
high_latency