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-005928
2026-02-15T06:51:00Z
gaming_console
-40
47
13
0.68
0
0.125
gaming console is connected normally with RSSI -40 dBm, latency 13 ms, channel utilization 47% and no material packet loss.
healthy
INC-000051
2026-01-01T09:30:00Z
voice_assistant
-67
52
610
17.85
0
0.143
Network quality degradation for voice assistant: elevated round-trip time and 17.85% packet loss despite an acceptable signal level.
high_latency
INC-001192
2026-01-10T02:32:00Z
tablet
-50
46
20
0.95
4
0.026
tablet failed to obtain or renew an IP address; 4 DHCP failures were observed recently.
dhcp_failure
INC-000356
2026-01-03T17:21:00Z
smart_tv
-66
86
109
4.04
0
0.185
Likely Wi-Fi congestion affecting smart tv: busy channel at 86% utilization with intermittent retransmissions.
wifi_congestion
INC-002657
2026-01-21T07:11:00Z
iot_sensor
-47
16
111
0.6
0
0.983
Potential DNS security incident for iot sensor: anomalous query pattern and risk score 0.983.
dns_security_risk
INC-002931
2026-01-23T09:21:00Z
voice_assistant
-48
72
845
10.44
1
0.054
voice assistant reports latency of 845 ms and packet loss of 10.44%, causing slow or unstable application traffic.
high_latency
INC-003810
2026-01-30T02:31:00Z
security_camera
-60
25
46
1.47
0
0.2
Routine health check for security camera: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-001803
2026-01-14T18:33:00Z
gaming_console
-40
43
435
14.38
0
0.131
gaming console reports latency of 435 ms and packet loss of 14.38%, causing slow or unstable application traffic.
high_latency
INC-001971
2026-01-16T01:27:00Z
tablet
-63
34
200
15.05
0
0.186
Network quality degradation for tablet: elevated round-trip time and 15.05% packet loss despite an acceptable signal level.
high_latency
INC-005017
2026-02-08T07:55:00Z
laptop
-79
32
63
5.5
0
0.109
laptop repeatedly disconnects with weak RSSI of -79 dBm while other network indicators remain mostly normal.
weak_signal
INC-004145
2026-02-01T16:00:00Z
gaming_console
-53
48
144
0.84
0
0.809
gaming console generated unusual DNS activity with risk score 0.809; review domains and resolver behaviour.
dns_security_risk
INC-005389
2026-02-11T04:03:00Z
tablet
-89
30
59
5.32
1
0.214
tablet repeatedly disconnects with weak RSSI of -89 dBm while other network indicators remain mostly normal.
weak_signal
INC-000122
2026-01-01T22:29:00Z
gaming_console
-43
93
59
2.89
0
0.213
Likely Wi-Fi congestion affecting gaming console: busy channel at 93% utilization with intermittent retransmissions.
wifi_congestion
INC-004103
2026-02-01T08:17:00Z
smart_tv
-54
30
100
0.48
1
0.786
Potential DNS security incident for smart tv: anomalous query pattern and risk score 0.786.
dns_security_risk
INC-005397
2026-02-11T05:30:00Z
security_camera
-54
55
706
4.51
0
0.151
security camera reports latency of 706 ms and packet loss of 4.51%, causing slow or unstable application traffic.
high_latency
INC-002448
2026-01-19T16:50:00Z
smartphone
-55
38
19
0.63
0
0.111
Routine health check for smartphone: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-000025
2026-01-01T04:39:00Z
gaming_console
-84
14
56
3.91
0
0.137
Poor Wi-Fi coverage detected for gaming console; signal strength is -84 dBm and the client appears far from the access point.
weak_signal
INC-003402
2026-01-26T23:48:00Z
smartphone
-56
36
22
0.13
0
0.056
Routine health check for smartphone: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-001055
2026-01-09T01:30:00Z
laptop
-53
23
20
0.69
0
0.948
laptop generated unusual DNS activity with risk score 0.948; review domains and resolver behaviour.
dns_security_risk
INC-001756
2026-01-14T09:57:00Z
smart_tv
-46
16
48
1.14
8
0.133
smart tv failed to obtain or renew an IP address; 8 DHCP failures were observed recently.
dhcp_failure
INC-003197
2026-01-25T10:09:00Z
smart_tv
-43
30
56
1.16
1
0.773
smart tv generated unusual DNS activity with risk score 0.773; review domains and resolver behaviour.
dns_security_risk
INC-005833
2026-02-14T13:32:00Z
security_camera
-81
49
86
4.77
0
0.061
security camera repeatedly disconnects with weak RSSI of -81 dBm while other network indicators remain mostly normal.
weak_signal
INC-004455
2026-02-04T00:47:00Z
voice_assistant
-40
82
447
10.71
0
0.204
voice assistant reports latency of 447 ms and packet loss of 10.71%, causing slow or unstable application traffic.
high_latency
INC-005453
2026-02-11T15:44:00Z
smart_tv
-66
52
46
0.16
0
0.829
Potential DNS security incident for smart tv: anomalous query pattern and risk score 0.829.
dns_security_risk
INC-004707
2026-02-05T23:05:00Z
smart_tv
-39
43
748
7.3
0
0.122
smart tv reports latency of 748 ms and packet loss of 7.3%, causing slow or unstable application traffic.
high_latency
INC-002524
2026-01-20T06:48:00Z
iot_sensor
-41
43
20
0.87
6
0.012
Address assignment problem for iot sensor: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-004849
2026-02-07T01:05:00Z
tablet
-76
23
32
5.3
1
0.119
tablet repeatedly disconnects with weak RSSI of -76 dBm while other network indicators remain mostly normal.
weak_signal
INC-004676
2026-02-05T17:19:00Z
smartphone
-50
90
105
1.55
0
0.071
Likely Wi-Fi congestion affecting smartphone: busy channel at 90% utilization with intermittent retransmissions.
wifi_congestion
INC-002934
2026-01-23T10:04:00Z
iot_sensor
-40
52
39
1.01
1
0.192
iot sensor is connected normally with RSSI -40 dBm, latency 39 ms, channel utilization 52% and no material packet loss.
healthy
INC-001372
2026-01-11T11:38:00Z
smartphone
-52
22
36
0.01
9
0.136
smartphone failed to obtain or renew an IP address; 9 DHCP failures were observed recently.
dhcp_failure
INC-002103
2026-01-17T01:37:00Z
smart_tv
-58
54
534
16.67
0
0.027
smart tv reports latency of 534 ms and packet loss of 16.67%, causing slow or unstable application traffic.
high_latency
INC-000291
2026-01-03T05:31:00Z
smart_tv
-40
39
755
19.82
0
0.146
Network quality degradation for smart tv: elevated round-trip time and 19.82% packet loss despite an acceptable signal level.
high_latency
INC-005061
2026-02-08T15:53:00Z
tablet
-44
41
398
22
0
0.192
tablet reports latency of 398 ms and packet loss of 22.0%, causing slow or unstable application traffic.
high_latency
INC-000474
2026-01-04T15:02:00Z
smartphone
-51
14
33
0.98
0
0.078
Routine health check for smartphone: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-002496
2026-01-20T01:41:00Z
smart_tv
-67
11
13
0.94
0
0.15
smart tv is connected normally with RSSI -67 dBm, latency 13 ms, channel utilization 11% and no material packet loss.
healthy
INC-002408
2026-01-19T09:36:00Z
smartphone
-55
79
64
6.14
0
0.046
Likely Wi-Fi congestion affecting smartphone: busy channel at 79% utilization with intermittent retransmissions.
wifi_congestion
INC-001945
2026-01-15T20:40:00Z
smartphone
-76
27
28
0.69
0
0.075
Poor Wi-Fi coverage detected for smartphone; signal strength is -76 dBm and the client appears far from the access point.
weak_signal
INC-000925
2026-01-08T01:35:00Z
gaming_console
-89
49
36
2.76
0
0.186
Poor Wi-Fi coverage detected for gaming console; signal strength is -89 dBm and the client appears far from the access point.
weak_signal
INC-004297
2026-02-02T19:50:00Z
security_camera
-87
43
38
4.43
0
0.039
security camera repeatedly disconnects with weak RSSI of -87 dBm while other network indicators remain mostly normal.
weak_signal
INC-004625
2026-02-05T07:57:00Z
laptop
-46
20
91
0.11
0
0.968
Potential DNS security incident for laptop: anomalous query pattern and risk score 0.968.
dns_security_risk
INC-000164
2026-01-02T06:10:00Z
security_camera
-66
82
35
6.77
1
0.031
security camera experiences reduced throughput while channel utilization is 82% and neighbouring traffic is heavy.
wifi_congestion
INC-000980
2026-01-08T11:41:00Z
security_camera
-55
89
102
1.77
0
0.051
Likely Wi-Fi congestion affecting security camera: busy channel at 89% utilization with intermittent retransmissions.
wifi_congestion
INC-004873
2026-02-07T05:27:00Z
smart_tv
-93
50
18
2.64
1
0.195
Poor Wi-Fi coverage detected for smart tv; signal strength is -93 dBm and the client appears far from the access point.
weak_signal
INC-000367
2026-01-03T19:27:00Z
security_camera
-88
8
64
2.49
0
0.089
Poor Wi-Fi coverage detected for security camera; signal strength is -88 dBm and the client appears far from the access point.
weak_signal
INC-002923
2026-01-23T07:56:00Z
gaming_console
-77
35
43
3.43
0
0.102
Poor Wi-Fi coverage detected for gaming console; signal strength is -77 dBm and the client appears far from the access point.
weak_signal
INC-002487
2026-01-20T00:00:00Z
laptop
-55
73
191
21.62
0
0.086
Network quality degradation for laptop: elevated round-trip time and 21.62% packet loss despite an acceptable signal level.
high_latency
INC-003646
2026-01-28T20:33:00Z
security_camera
-65
12
157
0.2
6
0.17
security camera failed to obtain or renew an IP address; 6 DHCP failures were observed recently.
dhcp_failure
INC-005151
2026-02-09T08:31:00Z
voice_assistant
-40
27
824
13
1
0.042
Network quality degradation for voice assistant: elevated round-trip time and 13.0% packet loss despite an acceptable signal level.
high_latency
INC-001144
2026-01-09T17:47:00Z
iot_sensor
-63
38
179
0.65
15
0.073
iot sensor failed to obtain or renew an IP address; 15 DHCP failures were observed recently.
dhcp_failure
INC-000081
2026-01-01T14:58:00Z
smartphone
-60
68
616
21.93
0
0.199
smartphone reports latency of 616 ms and packet loss of 21.93%, causing slow or unstable application traffic.
high_latency
INC-002322
2026-01-18T17:50:00Z
security_camera
-63
23
31
0.25
1
0.199
Routine health check for security camera: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-002686
2026-01-21T12:26:00Z
voice_assistant
-64
16
167
0.85
13
0.111
voice assistant failed to obtain or renew an IP address; 13 DHCP failures were observed recently.
dhcp_failure
INC-003266
2026-01-25T22:48:00Z
tablet
-46
96
110
1.16
1
0.21
Likely Wi-Fi congestion affecting tablet: busy channel at 96% utilization with intermittent retransmissions.
wifi_congestion
INC-002340
2026-01-18T21:04:00Z
gaming_console
-58
14
27
0.72
0
0.081
Routine health check for gaming console: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-000839
2026-01-07T09:55:00Z
security_camera
-60
37
104
0.46
0
0.979
Potential DNS security incident for security camera: anomalous query pattern and risk score 0.979.
dns_security_risk
INC-003233
2026-01-25T16:46:00Z
laptop
-47
13
71
0.97
0
0.91
laptop generated unusual DNS activity with risk score 0.91; review domains and resolver behaviour.
dns_security_risk
INC-002165
2026-01-17T13:01:00Z
smartphone
-46
35
22
0.57
1
0.842
smartphone generated unusual DNS activity with risk score 0.842; review domains and resolver behaviour.
dns_security_risk
INC-001967
2026-01-16T00:40:00Z
iot_sensor
-45
37
149
0.84
0
0.938
iot sensor generated unusual DNS activity with risk score 0.938; review domains and resolver behaviour.
dns_security_risk
INC-005157
2026-02-09T09:35:00Z
smartphone
-45
59
831
8.83
1
0.184
smartphone reports latency of 831 ms and packet loss of 8.83%, causing slow or unstable application traffic.
high_latency
INC-005605
2026-02-12T19:41:00Z
smart_tv
-94
19
26
4.96
0
0.11
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-004847
2026-02-07T00:47:00Z
smartphone
-39
19
160
0.2
0
0.916
Potential DNS security incident for smartphone: anomalous query pattern and risk score 0.916.
dns_security_risk
INC-003238
2026-01-25T17:43:00Z
smartphone
-39
27
145
0.09
13
0.097
Address assignment problem for smartphone: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-002953
2026-01-23T13:27:00Z
security_camera
-83
43
46
4.25
0
0.085
Poor Wi-Fi coverage detected for security camera; signal strength is -83 dBm and the client appears far from the access point.
weak_signal
INC-005219
2026-02-09T20:53:00Z
security_camera
-38
28
61
0.43
0
0.99
Potential DNS security incident for security camera: anomalous query pattern and risk score 0.99.
dns_security_risk
INC-004123
2026-02-01T11:59:00Z
tablet
-76
21
44
4.74
0
0.084
Poor Wi-Fi coverage detected for tablet; signal strength is -76 dBm and the client appears far from the access point.
weak_signal
INC-003054
2026-01-24T08:04:00Z
voice_assistant
-61
10
8
0.05
0
0.199
voice assistant is connected normally with RSSI -61 dBm, latency 8 ms, channel utilization 10% and no material packet loss.
healthy
INC-002004
2026-01-16T07:32:00Z
voice_assistant
-40
11
20
0.48
1
0.034
Routine health check for voice assistant: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-002814
2026-01-22T12:03:00Z
iot_sensor
-38
41
16
0.97
0
0.073
iot sensor is connected normally with RSSI -38 dBm, latency 16 ms, channel utilization 41% and no material packet loss.
healthy
INC-005193
2026-02-09T16:05:00Z
iot_sensor
-60
39
368
20.25
0
0.084
iot sensor reports latency of 368 ms and packet loss of 20.25%, causing slow or unstable application traffic.
high_latency
INC-002846
2026-01-22T17:46:00Z
iot_sensor
-46
100
101
6.76
1
0.203
iot sensor experiences reduced throughput while channel utilization is 100% and neighbouring traffic is heavy.
wifi_congestion
INC-000378
2026-01-03T21:24:00Z
laptop
-59
12
32
0.76
0
0.152
Routine health check for laptop: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-000482
2026-01-04T16:24:00Z
iot_sensor
-55
84
106
3
0
0.11
Likely Wi-Fi congestion affecting iot sensor: busy channel at 84% utilization with intermittent retransmissions.
wifi_congestion
INC-000998
2026-01-08T15:00:00Z
smart_tv
-46
83
65
6.08
0
0.075
smart tv experiences reduced throughput while channel utilization is 83% and neighbouring traffic is heavy.
wifi_congestion
INC-005786
2026-02-14T04:53:00Z
security_camera
-64
97
54
4.1
0
0.212
Likely Wi-Fi congestion affecting security camera: busy channel at 97% utilization with intermittent retransmissions.
wifi_congestion
INC-003909
2026-01-30T20:44:00Z
gaming_console
-61
61
850
12.39
0
0.162
gaming console reports latency of 850 ms and packet loss of 12.39%, causing slow or unstable application traffic.
high_latency
INC-005680
2026-02-13T09:26:00Z
gaming_console
-40
40
82
0.23
4
0.022
gaming console failed to obtain or renew an IP address; 4 DHCP failures were observed recently.
dhcp_failure
INC-005304
2026-02-10T12:34:00Z
gaming_console
-38
24
4
1.32
1
0.215
gaming console is connected normally with RSSI -38 dBm, latency 4 ms, channel utilization 24% and no material packet loss.
healthy
INC-004390
2026-02-03T12:54:00Z
security_camera
-45
46
111
0.09
3
0.216
Address assignment problem for security camera: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-005967
2026-02-15T13:59:00Z
gaming_console
-40
36
846
19.21
1
0.129
gaming console reports latency of 846 ms and packet loss of 19.21%, causing slow or unstable application traffic.
high_latency
INC-000957
2026-01-08T07:35:00Z
smart_tv
-44
28
706
4.33
0
0.202
Network quality degradation for smart tv: elevated round-trip time and 4.33% packet loss despite an acceptable signal level.
high_latency
INC-001683
2026-01-13T20:41:00Z
tablet
-63
50
588
15.06
0
0.023
tablet reports latency of 588 ms and packet loss of 15.06%, causing slow or unstable application traffic.
high_latency
INC-004146
2026-02-01T16:14:00Z
gaming_console
-64
39
34
0.65
0
0.155
Routine health check for gaming console: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-000827
2026-01-07T07:38:00Z
tablet
-62
20
131
0.52
1
0.806
Potential DNS security incident for tablet: anomalous query pattern and risk score 0.806.
dns_security_risk
INC-003332
2026-01-26T10:54:00Z
iot_sensor
-53
86
115
6.61
0
0.01
Likely Wi-Fi congestion affecting iot sensor: busy channel at 86% utilization with intermittent retransmissions.
wifi_congestion
INC-005251
2026-02-10T02:41:00Z
voice_assistant
-91
25
57
4.27
0
0.191
voice assistant repeatedly disconnects with weak RSSI of -91 dBm while other network indicators remain mostly normal.
weak_signal
INC-005573
2026-02-12T13:45:00Z
tablet
-57
30
25
0.22
0
0.857
tablet generated unusual DNS activity with risk score 0.857; review domains and resolver behaviour.
dns_security_risk
INC-005312
2026-02-10T13:58:00Z
laptop
-44
90
51
5.88
1
0.09
laptop experiences reduced throughput while channel utilization is 90% and neighbouring traffic is heavy.
wifi_congestion
INC-001926
2026-01-15T17:09:00Z
tablet
-71
47
102
1.43
0
0.135
Routine health check for tablet: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-002166
2026-01-17T13:12:00Z
tablet
-54
38
14
0.61
1
0.094
tablet is connected normally with RSSI -54 dBm, latency 14 ms, channel utilization 38% and no material packet loss.
healthy
INC-000276
2026-01-03T02:38:00Z
tablet
-39
50
24
0.11
1
0.049
Routine health check for tablet: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-004257
2026-02-02T12:29:00Z
tablet
-67
36
710
18.18
1
0.151
tablet reports latency of 710 ms and packet loss of 18.18%, causing slow or unstable application traffic.
high_latency
INC-002289
2026-01-18T11:48:00Z
iot_sensor
-57
69
308
17.73
0
0.068
iot sensor reports latency of 308 ms and packet loss of 17.73%, causing slow or unstable application traffic.
high_latency
INC-005727
2026-02-13T18:06:00Z
laptop
-57
69
158
16.23
1
0.073
Network quality degradation for laptop: elevated round-trip time and 16.23% packet loss despite an acceptable signal level.
high_latency
INC-004219
2026-02-02T05:32:00Z
laptop
-79
50
33
4.87
0
0.059
laptop repeatedly disconnects with weak RSSI of -79 dBm while other network indicators remain mostly normal.
weak_signal
INC-001268
2026-01-10T16:30:00Z
security_camera
-48
80
47
1.03
0
0.135
security camera experiences reduced throughput while channel utilization is 80% and neighbouring traffic is heavy.
wifi_congestion
INC-003992
2026-01-31T11:59:00Z
security_camera
-42
91
117
1.42
1
0.161
Likely Wi-Fi congestion affecting security camera: busy channel at 91% utilization with intermittent retransmissions.
wifi_congestion
INC-002957
2026-01-23T14:07:00Z
laptop
-51
34
89
1.14
0
0.789
Potential DNS security incident for laptop: anomalous query pattern and risk score 0.789.
dns_security_risk
INC-002703
2026-01-21T15:40:00Z
security_camera
-50
66
585
19.35
0
0.097
security camera reports latency of 585 ms and packet loss of 19.35%, causing slow or unstable application traffic.
high_latency
INC-005361
2026-02-10T23:00:00Z
voice_assistant
-54
79
555
13.73
0
0.078
voice assistant reports latency of 555 ms and packet loss of 13.73%, causing slow or unstable application traffic.
high_latency
INC-004278
2026-02-02T16:24:00Z
gaming_console
-66
8
37
0.07
0
0.038
Routine health check for gaming console: stable connection, low DNS risk and normal DHCP behaviour.
healthy