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-004911
2026-02-07T12:26:00Z
voice_assistant
-53
37
176
19.95
0
0.06
voice assistant reports latency of 176 ms and packet loss of 19.95%, causing slow or unstable application traffic.
high_latency
INC-002276
2026-01-18T09:18:00Z
tablet
-45
87
70
6.13
0
0.196
Likely Wi-Fi congestion affecting tablet: busy channel at 87% utilization with intermittent retransmissions.
wifi_congestion
INC-002932
2026-01-23T09:41:00Z
iot_sensor
-52
27
129
0.13
15
0.215
Address assignment problem for iot sensor: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-005961
2026-02-15T12:51:00Z
gaming_console
-53
60
435
21.8
0
0.072
Network quality degradation for gaming console: elevated round-trip time and 21.8% packet loss despite an acceptable signal level.
high_latency
INC-002728
2026-01-21T20:08:00Z
smartphone
-45
36
66
0.65
4
0.094
smartphone failed to obtain or renew an IP address; 4 DHCP failures were observed recently.
dhcp_failure
INC-003264
2026-01-25T22:28:00Z
voice_assistant
-52
21
33
0.65
0
0.204
voice assistant is connected normally with RSSI -52 dBm, latency 33 ms, channel utilization 21% and no material packet loss.
healthy
INC-003693
2026-01-29T05:08:00Z
smart_tv
-53
76
582
14.98
1
0.019
Network quality degradation for smart tv: elevated round-trip time and 14.98% packet loss despite an acceptable signal level.
high_latency
INC-004376
2026-02-03T10:25:00Z
gaming_console
-44
87
111
4.73
1
0.124
Likely Wi-Fi congestion affecting gaming console: busy channel at 87% utilization with intermittent retransmissions.
wifi_congestion
INC-005975
2026-02-15T15:35:00Z
iot_sensor
-58
13
77
0.47
0
0.91
iot sensor generated unusual DNS activity with risk score 0.91; review domains and resolver behaviour.
dns_security_risk
INC-003586
2026-01-28T09:34:00Z
iot_sensor
-50
15
117
0.04
7
0.218
iot sensor failed to obtain or renew an IP address; 7 DHCP failures were observed recently.
dhcp_failure
INC-005257
2026-02-10T03:56:00Z
gaming_console
-82
18
15
3.95
1
0.17
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-001657
2026-01-13T15:53:00Z
voice_assistant
-89
22
35
5.05
1
0.11
voice assistant repeatedly disconnects with weak RSSI of -89 dBm while other network indicators remain mostly normal.
weak_signal
INC-004142
2026-02-01T15:22:00Z
gaming_console
-53
83
110
6.53
0
0.017
Likely Wi-Fi congestion affecting gaming console: busy channel at 83% utilization with intermittent retransmissions.
wifi_congestion
INC-001871
2026-01-15T07:07:00Z
security_camera
-47
48
125
1.95
0
0.851
Potential DNS security incident for security camera: anomalous query pattern and risk score 0.851.
dns_security_risk
INC-003234
2026-01-25T17:02:00Z
laptop
-66
52
14
0.47
0
0.171
laptop is connected normally with RSSI -66 dBm, latency 14 ms, channel utilization 52% and no material packet loss.
healthy
INC-004829
2026-02-06T21:19:00Z
iot_sensor
-45
26
137
0.95
0
0.936
Potential DNS security incident for iot sensor: anomalous query pattern and risk score 0.936.
dns_security_risk
INC-002309
2026-01-18T15:23:00Z
security_camera
-62
17
101
0.06
1
0.821
security camera generated unusual DNS activity with risk score 0.821; review domains and resolver behaviour.
dns_security_risk
INC-003924
2026-01-30T23:31:00Z
tablet
-58
41
32
0.7
0
0.019
Routine health check for tablet: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-002403
2026-01-19T08:37:00Z
smartphone
-42
67
255
12.95
1
0.046
Network quality degradation for smartphone: elevated round-trip time and 12.95% packet loss despite an acceptable signal level.
high_latency
INC-004293
2026-02-02T19:11:00Z
laptop
-60
62
616
13.54
0
0.063
laptop reports latency of 616 ms and packet loss of 13.54%, causing slow or unstable application traffic.
high_latency
INC-000118
2026-01-01T21:42:00Z
iot_sensor
-58
24
120
0.4
7
0.203
iot sensor failed to obtain or renew an IP address; 7 DHCP failures were observed recently.
dhcp_failure
INC-004144
2026-02-01T15:49:00Z
gaming_console
-60
12
78
1.16
9
0.198
gaming console failed to obtain or renew an IP address; 9 DHCP failures were observed recently.
dhcp_failure
INC-002480
2026-01-19T22:46:00Z
laptop
-46
87
87
5.61
1
0.145
laptop experiences reduced throughput while channel utilization is 87% and neighbouring traffic is heavy.
wifi_congestion
INC-002808
2026-01-22T10:57:00Z
iot_sensor
-42
24
23
0.89
0
0.1
Routine health check for iot sensor: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-000280
2026-01-03T03:29:00Z
tablet
-62
18
131
0.97
4
0.019
tablet failed to obtain or renew an IP address; 4 DHCP failures were observed recently.
dhcp_failure
INC-004520
2026-02-04T12:42:00Z
gaming_console
-47
90
110
1.89
1
0.028
Likely Wi-Fi congestion affecting gaming console: busy channel at 90% utilization with intermittent retransmissions.
wifi_congestion
INC-002077
2026-01-16T20:49:00Z
tablet
-78
42
24
1.02
1
0.045
tablet repeatedly disconnects with weak RSSI of -78 dBm while other network indicators remain mostly normal.
weak_signal
INC-000668
2026-01-06T02:31:00Z
smart_tv
-40
99
101
3.53
1
0.068
smart tv experiences reduced throughput while channel utilization is 99% and neighbouring traffic is heavy.
wifi_congestion
INC-005866
2026-02-14T19:33:00Z
smart_tv
-67
43
151
0.05
11
0.207
smart tv failed to obtain or renew an IP address; 11 DHCP failures were observed recently.
dhcp_failure
INC-004902
2026-02-07T10:47:00Z
smartphone
-53
35
30
0.36
1
0.19
smartphone is connected normally with RSSI -53 dBm, latency 30 ms, channel utilization 35% and no material packet loss.
healthy
INC-003911
2026-01-30T21:11:00Z
gaming_console
-38
29
159
0.65
1
0.834
gaming console generated unusual DNS activity with risk score 0.834; review domains and resolver behaviour.
dns_security_risk
INC-003448
2026-01-27T08:10:00Z
security_camera
-64
38
61
0.38
7
0.03
security camera failed to obtain or renew an IP address; 7 DHCP failures were observed recently.
dhcp_failure
INC-000922
2026-01-08T01:12:00Z
security_camera
-43
9
34
0.87
15
0.192
Address assignment problem for security camera: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-002131
2026-01-17T06:48:00Z
voice_assistant
-91
51
38
3.03
0
0.12
Poor Wi-Fi coverage detected for voice assistant; signal strength is -91 dBm and the client appears far from the access point.
weak_signal
INC-001647
2026-01-13T14:03:00Z
tablet
-47
76
464
15.57
0
0.048
Network quality degradation for tablet: elevated round-trip time and 15.57% packet loss despite an acceptable signal level.
high_latency
INC-004794
2026-02-06T14:59:00Z
gaming_console
-64
51
26
0.97
1
0.136
Routine health check for gaming console: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-000298
2026-01-03T06:45:00Z
voice_assistant
-56
24
169
0.35
13
0.109
voice assistant failed to obtain or renew an IP address; 13 DHCP failures were observed recently.
dhcp_failure
INC-005836
2026-02-14T14:03:00Z
gaming_console
-66
33
118
0.51
5
0.068
gaming console failed to obtain or renew an IP address; 5 DHCP failures were observed recently.
dhcp_failure
INC-001466
2026-01-12T04:56:00Z
iot_sensor
-49
99
45
6.57
0
0.171
Likely Wi-Fi congestion affecting iot sensor: busy channel at 99% utilization with intermittent retransmissions.
wifi_congestion
INC-003299
2026-01-26T04:49:00Z
smart_tv
-50
15
102
0.02
0
0.953
smart tv generated unusual DNS activity with risk score 0.953; review domains and resolver behaviour.
dns_security_risk
INC-001208
2026-01-10T05:38:00Z
iot_sensor
-67
91
114
4.33
0
0.054
iot sensor experiences reduced throughput while channel utilization is 91% and neighbouring traffic is heavy.
wifi_congestion
INC-001452
2026-01-12T02:21:00Z
iot_sensor
-48
24
39
0.04
0
0.128
iot sensor is connected normally with RSSI -48 dBm, latency 39 ms, channel utilization 24% and no material packet loss.
healthy
INC-000032
2026-01-01T06:01:00Z
voice_assistant
-67
97
90
2.75
0
0.018
Likely Wi-Fi congestion affecting voice assistant: busy channel at 97% utilization with intermittent retransmissions.
wifi_congestion
INC-004970
2026-02-07T23:14:00Z
security_camera
-60
84
124
3.13
1
0.167
security camera experiences reduced throughput while channel utilization is 84% and neighbouring traffic is heavy.
wifi_congestion
INC-000865
2026-01-07T14:39:00Z
tablet
-91
16
61
3.09
1
0.144
Poor Wi-Fi coverage detected for tablet; signal strength is -91 dBm and the client appears far from the access point.
weak_signal
INC-004335
2026-02-03T02:54:00Z
tablet
-64
66
833
15.22
0
0.134
tablet reports latency of 833 ms and packet loss of 15.22%, causing slow or unstable application traffic.
high_latency
INC-003284
2026-01-26T02:14:00Z
smartphone
-47
81
75
5.12
0
0.092
smartphone experiences reduced throughput while channel utilization is 81% and neighbouring traffic is heavy.
wifi_congestion
INC-001125
2026-01-09T14:22:00Z
voice_assistant
-46
70
330
21.74
0
0.106
voice assistant reports latency of 330 ms and packet loss of 21.74%, causing slow or unstable application traffic.
high_latency
INC-005147
2026-02-09T07:41:00Z
security_camera
-39
26
157
0.66
0
0.934
Potential DNS security incident for security camera: anomalous query pattern and risk score 0.934.
dns_security_risk
INC-002146
2026-01-17T09:34:00Z
iot_sensor
-56
47
124
0.42
10
0.095
Address assignment problem for iot sensor: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-002552
2026-01-20T12:01:00Z
voice_assistant
-40
88
52
5.37
0
0.018
Likely Wi-Fi congestion affecting voice assistant: busy channel at 88% utilization with intermittent retransmissions.
wifi_congestion
INC-005644
2026-02-13T02:53:00Z
voice_assistant
-67
49
93
0.23
12
0.119
Address assignment problem for voice assistant: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-000774
2026-01-06T21:55:00Z
smart_tv
-38
37
39
0.07
0
0.139
Routine health check for smart tv: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-003473
2026-01-27T12:47:00Z
gaming_console
-62
14
127
0.87
0
0.803
Potential DNS security incident for gaming console: anomalous query pattern and risk score 0.803.
dns_security_risk
INC-004044
2026-01-31T21:32:00Z
voice_assistant
-39
8
31
0.75
0
0.113
Routine health check for voice assistant: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-005406
2026-02-11T07:07:00Z
security_camera
-38
49
21
0.01
1
0.031
security camera is connected normally with RSSI -38 dBm, latency 21 ms, channel utilization 49% and no material packet loss.
healthy
INC-005997
2026-02-15T19:36:00Z
voice_assistant
-62
32
615
11.73
0
0.205
Network quality degradation for voice assistant: elevated round-trip time and 11.73% packet loss despite an acceptable signal level.
high_latency
INC-000396
2026-01-04T00:41:00Z
smartphone
-49
46
37
0.76
1
0.12
Routine health check for smartphone: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-004718
2026-02-06T00:59:00Z
tablet
-54
89
112
3.38
0
0.179
Likely Wi-Fi congestion affecting tablet: busy channel at 89% utilization with intermittent retransmissions.
wifi_congestion
INC-004483
2026-02-04T05:55:00Z
laptop
-82
23
39
4.4
0
0.16
laptop repeatedly disconnects with weak RSSI of -82 dBm while other network indicators remain mostly normal.
weak_signal
INC-001660
2026-01-13T16:20:00Z
iot_sensor
-60
37
95
0.77
14
0.184
iot sensor failed to obtain or renew an IP address; 14 DHCP failures were observed recently.
dhcp_failure
INC-005612
2026-02-12T20:55:00Z
gaming_console
-51
75
110
6.91
0
0.097
gaming console experiences reduced throughput while channel utilization is 75% and neighbouring traffic is heavy.
wifi_congestion
INC-002179
2026-01-17T15:29:00Z
voice_assistant
-83
52
39
3.86
0
0.074
Poor Wi-Fi coverage detected for voice assistant; signal strength is -83 dBm and the client appears far from the access point.
weak_signal
INC-002779
2026-01-22T05:29:00Z
gaming_console
-92
20
50
5.46
1
0.14
gaming console repeatedly disconnects with weak RSSI of -92 dBm while other network indicators remain mostly normal.
weak_signal
INC-002983
2026-01-23T18:53:00Z
gaming_console
-90
9
48
2.38
0
0.093
Poor Wi-Fi coverage detected for gaming console; signal strength is -90 dBm and the client appears far from the access point.
weak_signal
INC-002060
2026-01-16T17:40:00Z
laptop
-59
96
118
5.12
0
0.215
laptop experiences reduced throughput while channel utilization is 96% and neighbouring traffic is heavy.
wifi_congestion
INC-000975
2026-01-08T10:47:00Z
gaming_console
-42
76
361
4.92
0
0.175
gaming console reports latency of 361 ms and packet loss of 4.92%, causing slow or unstable application traffic.
high_latency
INC-000718
2026-01-06T11:46:00Z
iot_sensor
-48
35
217
1.43
6
0.082
Address assignment problem for iot sensor: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-001690
2026-01-13T21:50:00Z
tablet
-59
14
114
0.42
10
0.013
tablet failed to obtain or renew an IP address; 10 DHCP failures were observed recently.
dhcp_failure
INC-002006
2026-01-16T07:52:00Z
gaming_console
-56
96
72
0.66
1
0.215
gaming console experiences reduced throughput while channel utilization is 96% and neighbouring traffic is heavy.
wifi_congestion
INC-001691
2026-01-13T22:06:00Z
security_camera
-66
51
106
0.86
1
0.964
security camera generated unusual DNS activity with risk score 0.964; review domains and resolver behaviour.
dns_security_risk
INC-002930
2026-01-23T09:10:00Z
gaming_console
-44
96
77
2.69
0
0.199
gaming console experiences reduced throughput while channel utilization is 96% and neighbouring traffic is heavy.
wifi_congestion
INC-000292
2026-01-03T05:41:00Z
gaming_console
-54
32
153
0.55
13
0.108
Address assignment problem for gaming console: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-004201
2026-02-02T02:19:00Z
voice_assistant
-89
48
25
1.34
0
0.048
voice assistant repeatedly disconnects with weak RSSI of -89 dBm while other network indicators remain mostly normal.
weak_signal
INC-000826
2026-01-07T07:36:00Z
laptop
-58
32
43
0.68
10
0.057
Address assignment problem for laptop: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-005990
2026-02-15T18:15:00Z
iot_sensor
-45
91
50
1.68
0
0.104
Likely Wi-Fi congestion affecting iot sensor: busy channel at 91% utilization with intermittent retransmissions.
wifi_congestion
INC-000216
2026-01-02T15:45:00Z
iot_sensor
-48
33
45
0.14
0
0.188
Routine health check for iot sensor: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-002498
2026-01-20T02:07:00Z
laptop
-40
84
102
6.05
0
0.148
Likely Wi-Fi congestion affecting laptop: busy channel at 84% utilization with intermittent retransmissions.
wifi_congestion
INC-004430
2026-02-03T20:13:00Z
gaming_console
-55
88
103
6.61
1
0.056
gaming console experiences reduced throughput while channel utilization is 88% and neighbouring traffic is heavy.
wifi_congestion
INC-001458
2026-01-12T03:25:00Z
gaming_console
-64
34
32
1.15
0
0.055
gaming console is connected normally with RSSI -64 dBm, latency 32 ms, channel utilization 34% and no material packet loss.
healthy
INC-003056
2026-01-24T08:22:00Z
smartphone
-50
86
88
4.65
0
0.061
Likely Wi-Fi congestion affecting smartphone: busy channel at 86% utilization with intermittent retransmissions.
wifi_congestion
INC-005987
2026-02-15T17:39:00Z
voice_assistant
-57
10
81
0.51
1
0.806
Potential DNS security incident for voice assistant: anomalous query pattern and risk score 0.806.
dns_security_risk
INC-000800
2026-01-07T02:40:00Z
iot_sensor
-67
80
69
1.43
0
0.038
iot sensor experiences reduced throughput while channel utilization is 80% and neighbouring traffic is heavy.
wifi_congestion
INC-003069
2026-01-24T10:41:00Z
iot_sensor
-62
74
289
7.43
1
0.09
Network quality degradation for iot sensor: elevated round-trip time and 7.43% packet loss despite an acceptable signal level.
high_latency
INC-000398
2026-01-04T01:07:00Z
gaming_console
-52
93
73
0.56
1
0.209
Likely Wi-Fi congestion affecting gaming console: busy channel at 93% utilization with intermittent retransmissions.
wifi_congestion
INC-003274
2026-01-26T00:19:00Z
voice_assistant
-44
27
170
0.54
7
0.166
voice assistant failed to obtain or renew an IP address; 7 DHCP failures were observed recently.
dhcp_failure
INC-000895
2026-01-07T20:12:00Z
tablet
-87
50
25
3.01
0
0.049
tablet repeatedly disconnects with weak RSSI of -87 dBm while other network indicators remain mostly normal.
weak_signal
INC-000854
2026-01-07T12:43:00Z
laptop
-48
98
43
3.42
0
0.089
Likely Wi-Fi congestion affecting laptop: busy channel at 98% utilization with intermittent retransmissions.
wifi_congestion
INC-000209
2026-01-02T14:25:00Z
security_camera
-46
50
117
0.2
0
0.908
Potential DNS security incident for security camera: anomalous query pattern and risk score 0.908.
dns_security_risk
INC-002386
2026-01-19T05:33:00Z
tablet
-39
24
156
0.14
7
0.073
Address assignment problem for tablet: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-002425
2026-01-19T12:45:00Z
smartphone
-84
19
59
3.32
0
0.064
smartphone repeatedly disconnects with weak RSSI of -84 dBm while other network indicators remain mostly normal.
weak_signal
INC-002890
2026-01-23T01:54:00Z
security_camera
-60
29
90
0.21
12
0.021
Address assignment problem for security camera: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-003145
2026-01-25T00:41:00Z
tablet
-92
43
44
3.36
0
0.154
Poor Wi-Fi coverage detected for tablet; signal strength is -92 dBm and the client appears far from the access point.
weak_signal
INC-000105
2026-01-01T19:21:00Z
laptop
-39
52
418
12.31
0
0.152
Network quality degradation for laptop: elevated round-trip time and 12.31% packet loss despite an acceptable signal level.
high_latency
INC-000048
2026-01-01T08:50:00Z
smartphone
-52
50
15
0.68
0
0.108
Routine health check for smartphone: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-001766
2026-01-14T11:49:00Z
tablet
-44
80
105
3.26
0
0.073
Likely Wi-Fi congestion affecting tablet: busy channel at 80% utilization with intermittent retransmissions.
wifi_congestion
INC-001682
2026-01-13T20:26:00Z
voice_assistant
-60
87
52
4.27
0
0.17
Likely Wi-Fi congestion affecting voice assistant: busy channel at 87% utilization with intermittent retransmissions.
wifi_congestion
INC-001245
2026-01-10T12:16:00Z
smart_tv
-49
76
311
7.96
1
0.208
smart tv reports latency of 311 ms and packet loss of 7.96%, causing slow or unstable application traffic.
high_latency
INC-005260
2026-02-10T04:29:00Z
iot_sensor
-51
31
118
1.19
11
0.164
Address assignment problem for iot sensor: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-003490
2026-01-27T15:53:00Z
voice_assistant
-57
22
68
0.71
4
0.053
voice assistant failed to obtain or renew an IP address; 4 DHCP failures were observed recently.
dhcp_failure