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-002611
2026-01-20T22:41:00Z
voice_assistant
-90
23
57
2.95
0
0.051
voice assistant repeatedly disconnects with weak RSSI of -90 dBm while other network indicators remain mostly normal.
weak_signal
INC-001649
2026-01-13T14:22:00Z
laptop
-42
19
132
0.16
0
0.787
laptop generated unusual DNS activity with risk score 0.787; review domains and resolver behaviour.
dns_security_risk
INC-001035
2026-01-08T21:53:00Z
gaming_console
-63
66
314
23.42
1
0.11
Network quality degradation for gaming console: elevated round-trip time and 23.42% packet loss despite an acceptable signal level.
high_latency
INC-003521
2026-01-27T21:34:00Z
tablet
-66
43
124
1.19
0
0.908
tablet generated unusual DNS activity with risk score 0.908; review domains and resolver behaviour.
dns_security_risk
INC-001113
2026-01-09T12:08:00Z
gaming_console
-56
39
406
11.43
1
0.029
gaming console reports latency of 406 ms and packet loss of 11.43%, causing slow or unstable application traffic.
high_latency
INC-000028
2026-01-01T05:17:00Z
voice_assistant
-39
10
163
0.25
8
0.15
Address assignment problem for voice assistant: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-005411
2026-02-11T08:09:00Z
security_camera
-53
40
185
0.97
0
0.845
Potential DNS security incident for security camera: anomalous query pattern and risk score 0.845.
dns_security_risk
INC-001956
2026-01-15T22:46:00Z
security_camera
-64
9
8
0.86
1
0.176
security camera is connected normally with RSSI -64 dBm, latency 8 ms, channel utilization 9% and no material packet loss.
healthy
INC-002483
2026-01-19T23:22:00Z
tablet
-42
37
71
0.9
1
0.98
Potential DNS security incident for tablet: anomalous query pattern and risk score 0.98.
dns_security_risk
INC-005087
2026-02-08T20:40:00Z
laptop
-55
42
139
1.06
1
0.965
Potential DNS security incident for laptop: anomalous query pattern and risk score 0.965.
dns_security_risk
INC-004066
2026-02-01T01:28:00Z
laptop
-39
27
29
1.16
14
0.063
Address assignment problem for laptop: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-000419
2026-01-04T04:54:00Z
iot_sensor
-39
14
151
0.95
1
0.911
Potential DNS security incident for iot sensor: anomalous query pattern and risk score 0.911.
dns_security_risk
INC-003828
2026-01-30T05:53:00Z
gaming_console
-59
27
45
0.1
1
0.144
Routine health check for gaming console: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-000803
2026-01-07T03:23:00Z
iot_sensor
-63
8
88
0.03
1
0.841
Potential DNS security incident for iot sensor: anomalous query pattern and risk score 0.841.
dns_security_risk
INC-005294
2026-02-10T10:38:00Z
iot_sensor
-44
100
108
2.84
0
0.189
iot sensor experiences reduced throughput while channel utilization is 100% and neighbouring traffic is heavy.
wifi_congestion
INC-004496
2026-02-04T08:18:00Z
laptop
-44
88
122
1.91
0
0.055
Likely Wi-Fi congestion affecting laptop: busy channel at 88% utilization with intermittent retransmissions.
wifi_congestion
INC-005192
2026-02-09T15:53:00Z
tablet
-38
94
102
2.46
0
0.18
Likely Wi-Fi congestion affecting tablet: busy channel at 94% utilization with intermittent retransmissions.
wifi_congestion
INC-000795
2026-01-07T01:51:00Z
smart_tv
-47
80
156
14.29
0
0.047
smart tv reports latency of 156 ms and packet loss of 14.29%, causing slow or unstable application traffic.
high_latency
INC-004186
2026-02-01T23:30:00Z
voice_assistant
-44
29
113
0.03
4
0.153
Address assignment problem for voice assistant: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-002391
2026-01-19T06:22:00Z
iot_sensor
-51
36
744
18.31
1
0.09
Network quality degradation for iot sensor: elevated round-trip time and 18.31% packet loss despite an acceptable signal level.
high_latency
INC-000956
2026-01-08T07:18:00Z
smart_tv
-58
98
49
6.66
0
0.123
Likely Wi-Fi congestion affecting smart tv: busy channel at 98% utilization with intermittent retransmissions.
wifi_congestion
INC-005340
2026-02-10T19:04:00Z
smart_tv
-62
31
45
0.95
0
0.085
Routine health check for smart tv: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-005620
2026-02-12T22:20:00Z
laptop
-60
34
76
1.66
10
0.13
laptop failed to obtain or renew an IP address; 10 DHCP failures were observed recently.
dhcp_failure
INC-003148
2026-01-25T01:11:00Z
smart_tv
-63
32
157
0.69
3
0.053
smart tv failed to obtain or renew an IP address; 3 DHCP failures were observed recently.
dhcp_failure
INC-004340
2026-02-03T03:50:00Z
security_camera
-65
96
66
1.25
1
0.199
Likely Wi-Fi congestion affecting security camera: busy channel at 96% utilization with intermittent retransmissions.
wifi_congestion
INC-000100
2026-01-01T18:30:00Z
laptop
-41
13
35
0.52
11
0.18
Address assignment problem for laptop: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-005281
2026-02-10T08:12:00Z
security_camera
-84
42
33
1.94
0
0.045
Poor Wi-Fi coverage detected for security camera; signal strength is -84 dBm and the client appears far from the access point.
weak_signal
INC-005233
2026-02-09T23:27:00Z
iot_sensor
-85
13
41
2.5
1
0.039
iot sensor repeatedly disconnects with weak RSSI of -85 dBm while other network indicators remain mostly normal.
weak_signal
INC-005758
2026-02-13T23:38:00Z
security_camera
-57
25
64
0.66
9
0.14
security camera failed to obtain or renew an IP address; 9 DHCP failures were observed recently.
dhcp_failure
INC-001112
2026-01-09T11:53:00Z
laptop
-64
90
124
3.58
1
0.179
laptop experiences reduced throughput while channel utilization is 90% and neighbouring traffic is heavy.
wifi_congestion
INC-001680
2026-01-13T20:08:00Z
tablet
-62
51
9
1.19
0
0.157
Routine health check for tablet: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-004047
2026-01-31T22:06:00Z
smartphone
-64
72
480
16.01
0
0.066
smartphone reports latency of 480 ms and packet loss of 16.01%, causing slow or unstable application traffic.
high_latency
INC-005240
2026-02-10T00:41:00Z
gaming_console
-62
93
67
5.5
0
0.219
gaming console experiences reduced throughput while channel utilization is 93% and neighbouring traffic is heavy.
wifi_congestion
INC-004630
2026-02-05T08:55:00Z
smartphone
-50
44
148
1.04
8
0.217
smartphone failed to obtain or renew an IP address; 8 DHCP failures were observed recently.
dhcp_failure
INC-002742
2026-01-21T22:49:00Z
smart_tv
-43
20
27
0.72
0
0.067
Routine health check for smart tv: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-005337
2026-02-10T18:28:00Z
smartphone
-67
53
771
16.22
0
0.214
Network quality degradation for smartphone: elevated round-trip time and 16.22% packet loss despite an acceptable signal level.
high_latency
INC-002798
2026-01-22T08:59:00Z
smart_tv
-39
93
103
1.22
1
0.102
Likely Wi-Fi congestion affecting smart tv: busy channel at 93% utilization with intermittent retransmissions.
wifi_congestion
INC-002880
2026-01-23T00:04:00Z
smart_tv
-56
50
41
0.55
1
0.189
smart tv is connected normally with RSSI -56 dBm, latency 41 ms, channel utilization 50% and no material packet loss.
healthy
INC-001947
2026-01-15T21:01:00Z
iot_sensor
-54
37
266
14.63
1
0.079
Network quality degradation for iot sensor: elevated round-trip time and 14.63% packet loss despite an acceptable signal level.
high_latency
INC-000248
2026-01-02T21:34:00Z
smart_tv
-34
100
45
5.99
0
0.144
smart tv experiences reduced throughput while channel utilization is 100% and neighbouring traffic is heavy.
wifi_congestion
INC-004270
2026-02-02T14:51:00Z
laptop
-68
48
156
0.33
9
0.179
Address assignment problem for laptop: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-002048
2026-01-16T15:37:00Z
voice_assistant
-51
81
85
5.25
0
0.097
Likely Wi-Fi congestion affecting voice assistant: busy channel at 81% utilization with intermittent retransmissions.
wifi_congestion
INC-004347
2026-02-03T05:01:00Z
smart_tv
-50
39
579
17.48
1
0.14
Network quality degradation for smart tv: elevated round-trip time and 17.48% packet loss despite an acceptable signal level.
high_latency
INC-005081
2026-02-08T19:31:00Z
gaming_console
-66
30
142
0.13
0
0.76
gaming console generated unusual DNS activity with risk score 0.76; review domains and resolver behaviour.
dns_security_risk
INC-002315
2026-01-18T16:28:00Z
security_camera
-55
50
20
0.5
0
0.792
security camera generated unusual DNS activity with risk score 0.792; review domains and resolver behaviour.
dns_security_risk
INC-001498
2026-01-12T10:42:00Z
tablet
-57
17
59
1.01
6
0.033
Address assignment problem for tablet: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-000199
2026-01-02T12:34:00Z
iot_sensor
-90
47
50
4.03
0
0.027
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-001569
2026-01-12T23:42:00Z
security_camera
-56
28
567
10.04
0
0.116
Network quality degradation for security camera: elevated round-trip time and 10.04% packet loss despite an acceptable signal level.
high_latency
INC-003303
2026-01-26T05:42:00Z
security_camera
-55
41
713
19.45
0
0.141
Network quality degradation for security camera: elevated round-trip time and 19.45% packet loss despite an acceptable signal level.
high_latency
INC-005791
2026-02-14T05:48:00Z
iot_sensor
-96
36
30
1.32
0
0.027
iot sensor repeatedly disconnects with weak RSSI of -96 dBm while other network indicators remain mostly normal.
weak_signal
INC-004385
2026-02-03T12:03:00Z
security_camera
-50
33
129
0.7
0
0.788
Potential DNS security incident for security camera: anomalous query pattern and risk score 0.788.
dns_security_risk
INC-002039
2026-01-16T13:53:00Z
smartphone
-60
46
70
0.4
1
0.837
Potential DNS security incident for smartphone: anomalous query pattern and risk score 0.837.
dns_security_risk
INC-003043
2026-01-24T06:00:00Z
tablet
-87
50
51
4.26
0
0.158
tablet repeatedly disconnects with weak RSSI of -87 dBm while other network indicators remain mostly normal.
weak_signal
INC-003826
2026-01-30T05:34:00Z
smartphone
-42
41
150
0.81
14
0.111
Address assignment problem for smartphone: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-003001
2026-01-23T22:12:00Z
gaming_console
-88
33
35
3.48
1
0.065
Poor Wi-Fi coverage detected for gaming console; signal strength is -88 dBm and the client appears far from the access point.
weak_signal
INC-005470
2026-02-11T18:50:00Z
smart_tv
-54
8
36
0.4
11
0.158
Address assignment problem for smart tv: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-002138
2026-01-17T08:06:00Z
smartphone
-56
100
100
4.47
0
0.03
Likely Wi-Fi congestion affecting smartphone: busy channel at 100% utilization with intermittent retransmissions.
wifi_congestion
INC-005543
2026-02-12T08:14:00Z
gaming_console
-61
52
114
1.11
0
0.791
Potential DNS security incident for gaming console: anomalous query pattern and risk score 0.791.
dns_security_risk
INC-003484
2026-01-27T14:51:00Z
smart_tv
-46
24
100
0.32
8
0.074
Address assignment problem for smart tv: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-003321
2026-01-26T08:59:00Z
voice_assistant
-62
39
582
23.9
0
0.121
voice assistant reports latency of 582 ms and packet loss of 23.9%, causing slow or unstable application traffic.
high_latency
INC-004672
2026-02-05T16:33:00Z
laptop
-51
21
42
0.32
12
0.097
Address assignment problem for laptop: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-004839
2026-02-06T23:09:00Z
smartphone
-42
47
241
21.21
0
0.016
smartphone reports latency of 241 ms and packet loss of 21.21%, causing slow or unstable application traffic.
high_latency
INC-003935
2026-01-31T01:25:00Z
gaming_console
-54
39
70
0.34
1
0.975
Potential DNS security incident for gaming console: anomalous query pattern and risk score 0.975.
dns_security_risk
INC-000211
2026-01-02T14:49:00Z
smart_tv
-90
14
48
1.99
0
0.034
smart tv repeatedly disconnects with weak RSSI of -90 dBm while other network indicators remain mostly normal.
weak_signal
INC-000817
2026-01-07T05:57:00Z
gaming_console
-93
26
31
2.72
0
0.016
gaming console repeatedly disconnects with weak RSSI of -93 dBm while other network indicators remain mostly normal.
weak_signal
INC-001738
2026-01-14T06:47:00Z
iot_sensor
-42
43
28
1.18
7
0.169
iot sensor failed to obtain or renew an IP address; 7 DHCP failures were observed recently.
dhcp_failure
INC-004497
2026-02-04T08:37:00Z
tablet
-43
53
556
10.46
0
0.135
tablet reports latency of 556 ms and packet loss of 10.46%, causing slow or unstable application traffic.
high_latency
INC-004696
2026-02-05T21:04:00Z
voice_assistant
-48
44
54
0.61
6
0.067
Address assignment problem for voice assistant: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-003007
2026-01-23T23:27:00Z
voice_assistant
-76
40
44
4.26
0
0.217
voice assistant repeatedly disconnects with weak RSSI of -76 dBm while other network indicators remain mostly normal.
weak_signal
INC-002854
2026-01-22T19:14:00Z
iot_sensor
-45
21
73
1.03
5
0.174
iot sensor failed to obtain or renew an IP address; 5 DHCP failures were observed recently.
dhcp_failure
INC-001836
2026-01-15T00:45:00Z
security_camera
-43
23
20
1.05
0
0.188
security camera is connected normally with RSSI -43 dBm, latency 20 ms, channel utilization 23% and no material packet loss.
healthy
INC-003503
2026-01-27T18:18:00Z
voice_assistant
-62
51
20
0.07
0
0.836
voice assistant generated unusual DNS activity with risk score 0.836; review domains and resolver behaviour.
dns_security_risk
INC-002248
2026-01-18T04:16:00Z
voice_assistant
-58
8
94
1.07
7
0.146
Address assignment problem for voice assistant: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-002237
2026-01-18T02:16:00Z
laptop
-52
47
29
0.4
0
0.77
laptop generated unusual DNS activity with risk score 0.77; review domains and resolver behaviour.
dns_security_risk
INC-003492
2026-01-27T16:14:00Z
gaming_console
-41
27
68
2.08
1
0.04
Routine health check for gaming console: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-001119
2026-01-09T13:19:00Z
laptop
-57
28
553
3.87
1
0.05
Network quality degradation for laptop: elevated round-trip time and 3.87% packet loss despite an acceptable signal level.
high_latency
INC-000837
2026-01-07T09:28:00Z
smartphone
-50
82
775
22.7
1
0.143
smartphone reports latency of 775 ms and packet loss of 22.7%, causing slow or unstable application traffic.
high_latency
INC-001953
2026-01-15T22:05:00Z
smartphone
-68
20
389
18.01
0
0.131
Network quality degradation for smartphone: elevated round-trip time and 18.01% packet loss despite an acceptable signal level.
high_latency
INC-001513
2026-01-12T13:32:00Z
security_camera
-85
32
33
3.71
0
0.199
security camera repeatedly disconnects with weak RSSI of -85 dBm while other network indicators remain mostly normal.
weak_signal
INC-001747
2026-01-14T08:25:00Z
security_camera
-81
28
14
3.5
0
0.017
security camera repeatedly disconnects with weak RSSI of -81 dBm while other network indicators remain mostly normal.
weak_signal
INC-004738
2026-02-06T04:39:00Z
smartphone
-61
8
53
1.12
5
0.071
Address assignment problem for smartphone: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-000763
2026-01-06T19:54:00Z
smartphone
-87
17
32
1.78
1
0.09
Poor Wi-Fi coverage detected for smartphone; signal strength is -87 dBm and the client appears far from the access point.
weak_signal
INC-002698
2026-01-21T14:44:00Z
voice_assistant
-43
45
27
1.16
13
0.174
voice assistant failed to obtain or renew an IP address; 13 DHCP failures were observed recently.
dhcp_failure
INC-005883
2026-02-14T22:36:00Z
tablet
-53
82
467
23.05
1
0.099
tablet reports latency of 467 ms and packet loss of 23.05%, causing slow or unstable application traffic.
high_latency
INC-004733
2026-02-06T03:53:00Z
smart_tv
-64
40
100
1.04
0
0.949
Potential DNS security incident for smart tv: anomalous query pattern and risk score 0.949.
dns_security_risk
INC-000416
2026-01-04T04:24:00Z
voice_assistant
-55
79
154
4.88
0
0.148
Likely Wi-Fi congestion affecting voice assistant: busy channel at 79% utilization with intermittent retransmissions.
wifi_congestion
INC-003226
2026-01-25T15:26:00Z
voice_assistant
-67
18
80
0.37
11
0.077
voice assistant failed to obtain or renew an IP address; 11 DHCP failures were observed recently.
dhcp_failure
INC-004846
2026-02-07T00:36:00Z
tablet
-48
44
150
0
14
0.109
tablet failed to obtain or renew an IP address; 14 DHCP failures were observed recently.
dhcp_failure
INC-001807
2026-01-14T19:20:00Z
iot_sensor
-85
18
48
4.6
0
0.077
iot sensor repeatedly disconnects with weak RSSI of -85 dBm while other network indicators remain mostly normal.
weak_signal
INC-003250
2026-01-25T19:55:00Z
smart_tv
-51
28
150
0.4
7
0.168
smart tv failed to obtain or renew an IP address; 7 DHCP failures were observed recently.
dhcp_failure
INC-003406
2026-01-27T00:29:00Z
smartphone
-48
34
166
0.87
13
0.064
smartphone failed to obtain or renew an IP address; 13 DHCP failures were observed recently.
dhcp_failure
INC-004481
2026-02-04T05:36:00Z
iot_sensor
-63
49
27
0.91
0
0.917
iot sensor generated unusual DNS activity with risk score 0.917; review domains and resolver behaviour.
dns_security_risk
INC-005711
2026-02-13T15:06:00Z
laptop
-63
13
30
1.06
0
0.885
Potential DNS security incident for laptop: anomalous query pattern and risk score 0.885.
dns_security_risk
INC-003051
2026-01-24T07:31:00Z
gaming_console
-61
69
398
6.09
1
0.134
gaming console reports latency of 398 ms and packet loss of 6.09%, causing slow or unstable application traffic.
high_latency
INC-005921
2026-02-15T05:37:00Z
security_camera
-49
17
128
0.16
0
0.844
Potential DNS security incident for security camera: anomalous query pattern and risk score 0.844.
dns_security_risk
INC-004262
2026-02-02T13:29:00Z
smart_tv
-56
97
92
3.96
0
0.087
smart tv experiences reduced throughput while channel utilization is 97% and neighbouring traffic is heavy.
wifi_congestion
INC-000566
2026-01-05T07:54:00Z
voice_assistant
-63
84
72
4.8
1
0.176
Likely Wi-Fi congestion affecting voice assistant: busy channel at 84% utilization with intermittent retransmissions.
wifi_congestion
INC-003583
2026-01-28T09:02:00Z
voice_assistant
-85
20
41
1.44
1
0.027
Poor Wi-Fi coverage detected for voice assistant; signal strength is -85 dBm and the client appears far from the access point.
weak_signal
INC-001041
2026-01-08T22:58:00Z
tablet
-53
55
789
4.53
0
0.077
tablet reports latency of 789 ms and packet loss of 4.53%, causing slow or unstable application traffic.
high_latency
INC-003694
2026-01-29T05:14:00Z
laptop
-66
32
117
0.24
4
0.139
Address assignment problem for laptop: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure