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-003808
2026-01-30T02:10:00Z
voice_assistant
-63
27
136
1.14
13
0.205
Address assignment problem for voice assistant: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-003442
2026-01-27T07:08:00Z
laptop
-48
8
79
1.01
10
0.097
laptop failed to obtain or renew an IP address; 10 DHCP failures were observed recently.
dhcp_failure
INC-005049
2026-02-08T13:45:00Z
laptop
-47
60
592
10.51
1
0.13
laptop reports latency of 592 ms and packet loss of 10.51%, causing slow or unstable application traffic.
high_latency
INC-005245
2026-02-10T01:41:00Z
tablet
-85
26
60
4.88
0
0.068
Poor Wi-Fi coverage detected for tablet; signal strength is -85 dBm and the client appears far from the access point.
weak_signal
INC-000710
2026-01-06T10:13:00Z
security_camera
-49
99
86
2.63
0
0.092
Likely Wi-Fi congestion affecting security camera: busy channel at 99% utilization with intermittent retransmissions.
wifi_congestion
INC-005042
2026-02-08T12:24:00Z
smartphone
-56
83
105
4.67
0
0.018
smartphone experiences reduced throughput while channel utilization is 83% and neighbouring traffic is heavy.
wifi_congestion
INC-000540
2026-01-05T03:03:00Z
security_camera
-43
50
77
2.81
0
0.051
Routine health check for security camera: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-003450
2026-01-27T08:34:00Z
laptop
-38
38
24
0.11
0
0.153
Routine health check for laptop: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-003936
2026-01-31T01:42:00Z
security_camera
-67
49
37
0.05
0
0.092
security camera is connected normally with RSSI -67 dBm, latency 37 ms, channel utilization 49% and no material packet loss.
healthy
INC-000191
2026-01-02T11:03:00Z
smart_tv
-48
53
24
0
0
0.887
Potential DNS security incident for smart tv: anomalous query pattern and risk score 0.887.
dns_security_risk
INC-005154
2026-02-09T08:56:00Z
security_camera
-64
13
43
0.53
1
0.084
security camera is connected normally with RSSI -64 dBm, latency 43 ms, channel utilization 13% and no material packet loss.
healthy
INC-005158
2026-02-09T09:42:00Z
smartphone
-56
29
49
0.14
4
0.047
smartphone failed to obtain or renew an IP address; 4 DHCP failures were observed recently.
dhcp_failure
INC-004616
2026-02-05T06:19:00Z
gaming_console
-67
81
62
5.44
0
0.186
Likely Wi-Fi congestion affecting gaming console: busy channel at 81% utilization with intermittent retransmissions.
wifi_congestion
INC-002512
2026-01-20T04:33:00Z
voice_assistant
-43
30
88
0.68
10
0.064
voice assistant failed to obtain or renew an IP address; 10 DHCP failures were observed recently.
dhcp_failure
INC-004168
2026-02-01T20:12:00Z
smart_tv
-55
49
25
0.92
7
0.141
smart tv failed to obtain or renew an IP address; 7 DHCP failures were observed recently.
dhcp_failure
INC-005334
2026-02-10T17:58:00Z
voice_assistant
-57
47
13
1.17
0
0.034
Routine health check for voice assistant: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-004384
2026-02-03T11:52:00Z
tablet
-48
23
70
0.91
6
0.062
Address assignment problem for tablet: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-001194
2026-01-10T03:01:00Z
gaming_console
-54
49
9
0.36
0
0.199
Routine health check for gaming console: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-004183
2026-02-01T22:56:00Z
smart_tv
-90
49
42
4.96
0
0.171
Poor Wi-Fi coverage detected for smart tv; signal strength is -90 dBm and the client appears far from the access point.
weak_signal
INC-004594
2026-02-05T02:16:00Z
smartphone
-44
35
150
0.57
10
0.17
smartphone failed to obtain or renew an IP address; 10 DHCP failures were observed recently.
dhcp_failure
INC-004691
2026-02-05T20:06:00Z
smart_tv
-50
8
151
0.57
0
0.871
smart tv generated unusual DNS activity with risk score 0.871; review domains and resolver behaviour.
dns_security_risk
INC-002460
2026-01-19T19:05:00Z
gaming_console
-48
22
9
0.59
0
0.032
Routine health check for gaming console: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-005321
2026-02-10T15:40:00Z
laptop
-62
13
63
0.24
0
0.944
laptop generated unusual DNS activity with risk score 0.944; review domains and resolver behaviour.
dns_security_risk
INC-000305
2026-01-03T08:04:00Z
tablet
-56
20
48
1.14
1
0.812
tablet generated unusual DNS activity with risk score 0.812; review domains and resolver behaviour.
dns_security_risk
INC-004706
2026-02-05T22:55:00Z
tablet
-51
97
49
2.75
0
0.218
Likely Wi-Fi congestion affecting tablet: busy channel at 97% utilization with intermittent retransmissions.
wifi_congestion
INC-002980
2026-01-23T18:25:00Z
gaming_console
-52
23
132
1.38
6
0.043
Address assignment problem for gaming console: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-002651
2026-01-21T06:05:00Z
tablet
-52
33
41
0.15
0
0.761
Potential DNS security incident for tablet: anomalous query pattern and risk score 0.761.
dns_security_risk
INC-005531
2026-02-12T06:11:00Z
security_camera
-46
21
120
0.77
0
0.844
Potential DNS security incident for security camera: anomalous query pattern and risk score 0.844.
dns_security_risk
INC-001828
2026-01-14T23:10:00Z
security_camera
-44
46
66
0.15
10
0.218
security camera failed to obtain or renew an IP address; 10 DHCP failures were observed recently.
dhcp_failure
INC-000045
2026-01-01T08:21:00Z
smart_tv
-38
54
578
5.85
0
0.028
Network quality degradation for smart tv: elevated round-trip time and 5.85% packet loss despite an acceptable signal level.
high_latency
INC-001718
2026-01-14T03:08:00Z
gaming_console
-42
90
101
1.18
0
0.12
gaming console experiences reduced throughput while channel utilization is 90% and neighbouring traffic is heavy.
wifi_congestion
INC-005302
2026-02-10T12:06:00Z
security_camera
-52
34
29
0.25
3
0.131
security camera failed to obtain or renew an IP address; 3 DHCP failures were observed recently.
dhcp_failure
INC-004999
2026-02-08T04:34:00Z
gaming_console
-83
46
58
3.72
0
0.03
Poor Wi-Fi coverage detected for gaming console; signal strength is -83 dBm and the client appears far from the access point.
weak_signal
INC-003849
2026-01-30T09:39:00Z
iot_sensor
-57
69
276
12.35
0
0.029
iot sensor reports latency of 276 ms and packet loss of 12.35%, causing slow or unstable application traffic.
high_latency
INC-003407
2026-01-27T00:44:00Z
tablet
-50
10
63
0.71
1
0.791
tablet generated unusual DNS activity with risk score 0.791; review domains and resolver behaviour.
dns_security_risk
INC-001445
2026-01-12T01:00:00Z
gaming_console
-66
23
142
0.15
0
0.853
Potential DNS security incident for gaming console: anomalous query pattern and risk score 0.853.
dns_security_risk
INC-001012
2026-01-08T17:41:00Z
smart_tv
-62
24
69
1
15
0.213
Address assignment problem for smart tv: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-003631
2026-01-28T17:44:00Z
security_camera
-78
24
26
2.51
1
0.155
security camera repeatedly disconnects with weak RSSI of -78 dBm while other network indicators remain mostly normal.
weak_signal
INC-000624
2026-01-05T18:33:00Z
iot_sensor
-67
18
26
0.87
1
0.082
iot sensor is connected normally with RSSI -67 dBm, latency 26 ms, channel utilization 18% and no material packet loss.
healthy
INC-005569
2026-02-12T13:09:00Z
smart_tv
-76
15
49
1.38
0
0.05
smart tv repeatedly disconnects with weak RSSI of -76 dBm while other network indicators remain mostly normal.
weak_signal
INC-002376
2026-01-19T03:45:00Z
iot_sensor
-53
8
37
0.33
0
0.212
iot sensor is connected normally with RSSI -53 dBm, latency 37 ms, channel utilization 8% and no material packet loss.
healthy
INC-001158
2026-01-09T20:19:00Z
laptop
-67
16
14
0.29
0
0.088
laptop is connected normally with RSSI -67 dBm, latency 14 ms, channel utilization 16% and no material packet loss.
healthy
INC-000769
2026-01-06T21:05:00Z
laptop
-86
39
66
2.67
0
0.026
laptop repeatedly disconnects with weak RSSI of -86 dBm while other network indicators remain mostly normal.
weak_signal
INC-005051
2026-02-08T14:11:00Z
smartphone
-59
29
20
0.22
0
0.963
Potential DNS security incident for smartphone: anomalous query pattern and risk score 0.963.
dns_security_risk
INC-002942
2026-01-23T11:28:00Z
security_camera
-44
89
43
6.16
0
0.019
Likely Wi-Fi congestion affecting security camera: busy channel at 89% utilization with intermittent retransmissions.
wifi_congestion
INC-005246
2026-02-10T01:51:00Z
gaming_console
-49
77
38
2.2
0
0.129
gaming console experiences reduced throughput while channel utilization is 77% and neighbouring traffic is heavy.
wifi_congestion
INC-005802
2026-02-14T07:50:00Z
voice_assistant
-55
27
10
0.89
1
0.105
Routine health check for voice assistant: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-003552
2026-01-28T03:18:00Z
smart_tv
-65
44
39
0.81
0
0.084
smart tv is connected normally with RSSI -65 dBm, latency 39 ms, channel utilization 44% and no material packet loss.
healthy
INC-003230
2026-01-25T16:16:00Z
smart_tv
-49
98
116
2.38
0
0.119
smart tv experiences reduced throughput while channel utilization is 98% and neighbouring traffic is heavy.
wifi_congestion
INC-003515
2026-01-27T20:29:00Z
laptop
-67
48
121
1.01
1
0.809
Potential DNS security incident for laptop: anomalous query pattern and risk score 0.809.
dns_security_risk
INC-004713
2026-02-06T00:10:00Z
security_camera
-65
61
480
8.38
1
0.091
Network quality degradation for security camera: elevated round-trip time and 8.38% packet loss despite an acceptable signal level.
high_latency
INC-003080
2026-01-24T12:46:00Z
smart_tv
-41
85
47
4.81
0
0.198
Likely Wi-Fi congestion affecting smart tv: busy channel at 85% utilization with intermittent retransmissions.
wifi_congestion
INC-004923
2026-02-07T14:35:00Z
tablet
-60
51
458
23.7
1
0.036
tablet reports latency of 458 ms and packet loss of 23.7%, causing slow or unstable application traffic.
high_latency
INC-004909
2026-02-07T12:06:00Z
smart_tv
-77
25
31
4.15
0
0.189
Poor Wi-Fi coverage detected for smart tv; signal strength is -77 dBm and the client appears far from the access point.
weak_signal
INC-004786
2026-02-06T13:28:00Z
gaming_console
-45
43
170
1.19
4
0.129
Address assignment problem for gaming console: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-005900
2026-02-15T01:42:00Z
security_camera
-62
97
105
4.19
1
0.186
Likely Wi-Fi congestion affecting security camera: busy channel at 97% utilization with intermittent retransmissions.
wifi_congestion
INC-003179
2026-01-25T06:54:00Z
gaming_console
-52
19
98
0.09
0
0.979
Potential DNS security incident for gaming console: anomalous query pattern and risk score 0.979.
dns_security_risk
INC-002840
2026-01-22T16:48:00Z
smart_tv
-59
97
90
3.14
0
0.17
Likely Wi-Fi congestion affecting smart tv: busy channel at 97% utilization with intermittent retransmissions.
wifi_congestion
INC-005189
2026-02-09T15:25:00Z
smart_tv
-45
9
66
1.16
0
0.95
smart tv generated unusual DNS activity with risk score 0.95; review domains and resolver behaviour.
dns_security_risk
INC-000792
2026-01-07T01:14:00Z
tablet
-51
41
24
0.36
0
0.072
tablet is connected normally with RSSI -51 dBm, latency 24 ms, channel utilization 41% and no material packet loss.
healthy
INC-000246
2026-01-02T21:11:00Z
laptop
-39
37
26
0.93
0
0.079
laptop is connected normally with RSSI -39 dBm, latency 26 ms, channel utilization 37% and no material packet loss.
healthy
INC-005846
2026-02-14T15:48:00Z
laptop
-39
86
45
4.86
0
0.109
Likely Wi-Fi congestion affecting laptop: busy channel at 86% utilization with intermittent retransmissions.
wifi_congestion
INC-005534
2026-02-12T06:39:00Z
smart_tv
-50
94
108
1.82
0
0.03
smart tv experiences reduced throughput while channel utilization is 94% and neighbouring traffic is heavy.
wifi_congestion
INC-000147
2026-01-02T03:01:00Z
smart_tv
-40
73
733
12.2
0
0.147
Network quality degradation for smart tv: elevated round-trip time and 12.2% packet loss despite an acceptable signal level.
high_latency
INC-000520
2026-01-04T23:25:00Z
voice_assistant
-59
20
139
0.15
4
0.069
voice assistant failed to obtain or renew an IP address; 4 DHCP failures were observed recently.
dhcp_failure
INC-002409
2026-01-19T09:45:00Z
voice_assistant
-58
40
645
5.98
0
0.117
voice assistant reports latency of 645 ms and packet loss of 5.98%, causing slow or unstable application traffic.
high_latency
INC-004389
2026-02-03T12:46:00Z
iot_sensor
-62
53
607
18.56
1
0.095
Network quality degradation for iot sensor: elevated round-trip time and 18.56% packet loss despite an acceptable signal level.
high_latency
INC-003675
2026-01-29T01:51:00Z
tablet
-56
44
842
9.51
0
0.172
Network quality degradation for tablet: elevated round-trip time and 9.51% packet loss despite an acceptable signal level.
high_latency
INC-005057
2026-02-08T15:13:00Z
tablet
-65
11
72
0.36
0
0.911
Potential DNS security incident for tablet: anomalous query pattern and risk score 0.911.
dns_security_risk
INC-004624
2026-02-05T07:44:00Z
smartphone
-61
39
157
0.8
9
0.068
Address assignment problem for smartphone: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-005227
2026-02-09T22:26:00Z
security_camera
-77
35
32
3.79
0
0.057
Poor Wi-Fi coverage detected for security camera; signal strength is -77 dBm and the client appears far from the access point.
weak_signal
INC-004200
2026-02-02T02:07:00Z
iot_sensor
-60
40
19
0.61
0
0.16
iot sensor is connected normally with RSSI -60 dBm, latency 19 ms, channel utilization 40% and no material packet loss.
healthy
INC-000232
2026-01-02T18:36:00Z
laptop
-40
35
46
0.57
14
0.09
Address assignment problem for laptop: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-000250
2026-01-02T21:56:00Z
laptop
-51
16
80
0.09
5
0.101
Address assignment problem for laptop: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-001415
2026-01-11T19:35:00Z
iot_sensor
-55
45
127
0.17
0
0.967
Potential DNS security incident for iot sensor: anomalous query pattern and risk score 0.967.
dns_security_risk
INC-000608
2026-01-05T15:38:00Z
smartphone
-67
86
111
4.78
1
0.105
smartphone experiences reduced throughput while channel utilization is 86% and neighbouring traffic is heavy.
wifi_congestion
INC-002220
2026-01-17T23:10:00Z
smartphone
-53
35
39
0.09
1
0.104
smartphone is connected normally with RSSI -53 dBm, latency 39 ms, channel utilization 35% and no material packet loss.
healthy
INC-000893
2026-01-07T19:49:00Z
tablet
-50
43
178
0
0
0.962
Potential DNS security incident for tablet: anomalous query pattern and risk score 0.962.
dns_security_risk
INC-001254
2026-01-10T13:58:00Z
voice_assistant
-39
21
37
0.16
0
0.062
voice assistant is connected normally with RSSI -39 dBm, latency 37 ms, channel utilization 21% and no material packet loss.
healthy
INC-000898
2026-01-07T20:46:00Z
voice_assistant
-63
37
73
0.33
11
0.085
Address assignment problem for voice assistant: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-001029
2026-01-08T20:44:00Z
laptop
-45
50
201
9.15
1
0.111
laptop reports latency of 201 ms and packet loss of 9.15%, causing slow or unstable application traffic.
high_latency
INC-004796
2026-02-06T15:26:00Z
smartphone
-67
95
36
3.24
0
0.135
smartphone experiences reduced throughput while channel utilization is 95% and neighbouring traffic is heavy.
wifi_congestion
INC-005844
2026-02-14T15:27:00Z
laptop
-58
24
16
0.89
0
0.075
laptop is connected normally with RSSI -58 dBm, latency 16 ms, channel utilization 24% and no material packet loss.
healthy
INC-002807
2026-01-22T10:47:00Z
gaming_console
-48
16
130
0.22
0
0.804
gaming console generated unusual DNS activity with risk score 0.804; review domains and resolver behaviour.
dns_security_risk
INC-005474
2026-02-11T19:40:00Z
smart_tv
-47
86
67
0.84
0
0.216
Likely Wi-Fi congestion affecting smart tv: busy channel at 86% utilization with intermittent retransmissions.
wifi_congestion
INC-005239
2026-02-10T00:37:00Z
voice_assistant
-85
45
50
0.97
1
0.124
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-001401
2026-01-11T16:53:00Z
security_camera
-40
68
308
8.48
0
0.081
Network quality degradation for security camera: elevated round-trip time and 8.48% packet loss despite an acceptable signal level.
high_latency
INC-005795
2026-02-14T06:28:00Z
tablet
-55
35
95
0.58
0
0.766
tablet generated unusual DNS activity with risk score 0.766; review domains and resolver behaviour.
dns_security_risk
INC-001046
2026-01-08T23:47:00Z
voice_assistant
-47
85
62
2.5
0
0.174
Likely Wi-Fi congestion affecting voice assistant: busy channel at 85% utilization with intermittent retransmissions.
wifi_congestion
INC-004288
2026-02-02T18:15:00Z
smart_tv
-68
21
90
0.36
13
0.139
Address assignment problem for smart tv: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-005177
2026-02-09T13:14:00Z
iot_sensor
-50
52
88
0.97
0
0.777
iot sensor generated unusual DNS activity with risk score 0.777; review domains and resolver behaviour.
dns_security_risk
INC-004573
2026-02-04T22:27:00Z
tablet
-82
21
43
1.72
1
0.111
Poor Wi-Fi coverage detected for tablet; signal strength is -82 dBm and the client appears far from the access point.
weak_signal
INC-002133
2026-01-17T07:09:00Z
tablet
-41
81
762
3.78
0
0.212
tablet reports latency of 762 ms and packet loss of 3.78%, causing slow or unstable application traffic.
high_latency
INC-004748
2026-02-06T06:30:00Z
laptop
-65
92
104
4.92
0
0.153
laptop experiences reduced throughput while channel utilization is 92% and neighbouring traffic is heavy.
wifi_congestion
INC-003325
2026-01-26T09:43:00Z
voice_assistant
-85
34
39
4.21
1
0.134
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-000336
2026-01-03T13:41:00Z
voice_assistant
-51
22
19
0.62
0
0.097
voice assistant is connected normally with RSSI -51 dBm, latency 19 ms, channel utilization 22% and no material packet loss.
healthy
INC-000694
2026-01-06T07:21:00Z
smart_tv
-52
49
78
1.19
6
0.192
smart tv failed to obtain or renew an IP address; 6 DHCP failures were observed recently.
dhcp_failure
INC-005014
2026-02-08T07:17:00Z
smart_tv
-61
18
35
0.63
10
0.168
Address assignment problem for smart tv: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-004023
2026-01-31T17:37:00Z
gaming_console
-60
44
385
14.53
1
0.199
gaming console reports latency of 385 ms and packet loss of 14.53%, causing slow or unstable application traffic.
high_latency
INC-005404
2026-02-11T06:48:00Z
smartphone
-41
31
150
0.35
5
0.18
smartphone failed to obtain or renew an IP address; 5 DHCP failures were observed recently.
dhcp_failure