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-004889
2026-02-07T08:21:00Z
security_camera
-50
18
116
1.01
0
0.814
security camera generated unusual DNS activity with risk score 0.814; review domains and resolver behaviour.
dns_security_risk
INC-003788
2026-01-29T22:28:00Z
gaming_console
-58
86
126
2.6
0
0.176
gaming console experiences reduced throughput while channel utilization is 86% and neighbouring traffic is heavy.
wifi_congestion
INC-002891
2026-01-23T02:02:00Z
tablet
-51
15
65
0.22
0
0.957
Potential DNS security incident for tablet: anomalous query pattern and risk score 0.957.
dns_security_risk
INC-005331
2026-02-10T17:25:00Z
gaming_console
-46
80
654
23.95
0
0.035
gaming console reports latency of 654 ms and packet loss of 23.95%, causing slow or unstable application traffic.
high_latency
INC-002736
2026-01-21T21:40:00Z
iot_sensor
-67
45
29
0.99
0
0.097
Routine health check for iot sensor: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-002330
2026-01-18T19:16:00Z
smartphone
-62
84
74
5.52
0
0.169
Likely Wi-Fi congestion affecting smartphone: busy channel at 84% utilization with intermittent retransmissions.
wifi_congestion
INC-002683
2026-01-21T11:56:00Z
security_camera
-89
29
41
3.52
0
0.049
security camera repeatedly disconnects with weak RSSI of -89 dBm while other network indicators remain mostly normal.
weak_signal
INC-001734
2026-01-14T05:55:00Z
security_camera
-54
16
40
1.05
0
0.143
Routine health check for security camera: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-003723
2026-01-29T10:34:00Z
voice_assistant
-60
71
438
19.49
0
0.029
Network quality degradation for voice assistant: elevated round-trip time and 19.49% packet loss despite an acceptable signal level.
high_latency
INC-001203
2026-01-10T04:36:00Z
iot_sensor
-65
60
729
3.08
0
0.119
iot sensor reports latency of 729 ms and packet loss of 3.08%, causing slow or unstable application traffic.
high_latency
INC-005212
2026-02-09T19:37:00Z
tablet
-51
45
102
0.25
5
0.201
tablet failed to obtain or renew an IP address; 5 DHCP failures were observed recently.
dhcp_failure
INC-004725
2026-02-06T02:18:00Z
iot_sensor
-44
74
610
5.52
0
0.218
iot sensor reports latency of 610 ms and packet loss of 5.52%, causing slow or unstable application traffic.
high_latency
INC-000271
2026-01-03T01:42:00Z
voice_assistant
-92
32
16
1.9
0
0.044
voice assistant repeatedly disconnects with weak RSSI of -92 dBm while other network indicators remain mostly normal.
weak_signal
INC-001583
2026-01-13T02:14:00Z
voice_assistant
-61
31
113
0.52
1
0.822
Potential DNS security incident for voice assistant: anomalous query pattern and risk score 0.822.
dns_security_risk
INC-004601
2026-02-05T03:34:00Z
tablet
-57
49
121
0.08
0
0.846
Potential DNS security incident for tablet: anomalous query pattern and risk score 0.846.
dns_security_risk
INC-003898
2026-01-30T18:43:00Z
tablet
-60
21
116
1.19
10
0.205
Address assignment problem for tablet: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-001289
2026-01-10T20:21:00Z
laptop
-56
19
37
0.97
0
0.97
laptop generated unusual DNS activity with risk score 0.97; review domains and resolver behaviour.
dns_security_risk
INC-005593
2026-02-12T17:30:00Z
smart_tv
-81
12
50
3.68
0
0.046
Poor Wi-Fi coverage detected for smart tv; signal strength is -81 dBm and the client appears far from the access point.
weak_signal
INC-005731
2026-02-13T18:43:00Z
gaming_console
-81
49
37
0.82
0
0.155
gaming console repeatedly disconnects with weak RSSI of -81 dBm while other network indicators remain mostly normal.
weak_signal
INC-005221
2026-02-09T21:20:00Z
security_camera
-90
44
29
1.03
0
0.073
Poor Wi-Fi coverage detected for security camera; signal strength is -90 dBm and the client appears far from the access point.
weak_signal
INC-001671
2026-01-13T18:29:00Z
voice_assistant
-47
60
682
21.88
0
0.061
Network quality degradation for voice assistant: elevated round-trip time and 21.88% packet loss despite an acceptable signal level.
high_latency
INC-001733
2026-01-14T05:49:00Z
gaming_console
-66
31
17
0.04
0
0.985
Potential DNS security incident for gaming console: anomalous query pattern and risk score 0.985.
dns_security_risk
INC-004568
2026-02-04T21:33:00Z
security_camera
-63
82
64
4.71
0
0.184
Likely Wi-Fi congestion affecting security camera: busy channel at 82% utilization with intermittent retransmissions.
wifi_congestion
INC-003088
2026-01-24T14:11:00Z
iot_sensor
-38
37
65
0.49
3
0.21
Address assignment problem for iot sensor: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-003857
2026-01-30T11:13:00Z
laptop
-60
60
146
2.27
0
0.939
laptop generated unusual DNS activity with risk score 0.939; review domains and resolver behaviour.
dns_security_risk
INC-004617
2026-02-05T06:29:00Z
tablet
-51
36
386
13.66
0
0.169
tablet reports latency of 386 ms and packet loss of 13.66%, causing slow or unstable application traffic.
high_latency
INC-000942
2026-01-08T04:44:00Z
security_camera
-58
39
29
0.06
1
0.07
security camera is connected normally with RSSI -58 dBm, latency 29 ms, channel utilization 39% and no material packet loss.
healthy
INC-001750
2026-01-14T08:51:00Z
tablet
-63
52
79
0.81
5
0.147
Address assignment problem for tablet: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-005075
2026-02-08T18:32:00Z
smartphone
-39
15
43
0.04
0
0.851
Potential DNS security incident for smartphone: anomalous query pattern and risk score 0.851.
dns_security_risk
INC-004627
2026-02-05T08:18:00Z
security_camera
-82
39
12
2.16
1
0.086
Poor Wi-Fi coverage detected for security camera; signal strength is -82 dBm and the client appears far from the access point.
weak_signal
INC-002168
2026-01-17T13:33:00Z
iot_sensor
-54
100
59
3.41
0
0.13
Likely Wi-Fi congestion affecting iot sensor: busy channel at 100% utilization with intermittent retransmissions.
wifi_congestion
INC-004093
2026-02-01T06:26:00Z
security_camera
-78
36
55
2.31
1
0.102
security camera repeatedly disconnects with weak RSSI of -78 dBm while other network indicators remain mostly normal.
weak_signal
INC-001092
2026-01-09T08:15:00Z
voice_assistant
-54
50
24
1.18
0
0.013
Routine health check for voice assistant: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-002135
2026-01-17T07:27:00Z
laptop
-49
44
148
0.99
1
0.893
laptop generated unusual DNS activity with risk score 0.893; review domains and resolver behaviour.
dns_security_risk
INC-002360
2026-01-19T00:48:00Z
smart_tv
-61
85
81
5.53
1
0.151
Likely Wi-Fi congestion affecting smart tv: busy channel at 85% utilization with intermittent retransmissions.
wifi_congestion
INC-002058
2026-01-16T17:22:00Z
tablet
-38
50
34
1
0
0.211
tablet is connected normally with RSSI -38 dBm, latency 34 ms, channel utilization 50% and no material packet loss.
healthy
INC-001704
2026-01-14T00:34:00Z
gaming_console
-48
13
24
0.54
0
0.067
Routine health check for gaming console: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-003878
2026-01-30T15:06:00Z
iot_sensor
-57
95
36
2.87
0
0.217
iot sensor experiences reduced throughput while channel utilization is 95% and neighbouring traffic is heavy.
wifi_congestion
INC-002181
2026-01-17T15:55:00Z
iot_sensor
-39
72
666
7.17
1
0.084
iot sensor reports latency of 666 ms and packet loss of 7.17%, causing slow or unstable application traffic.
high_latency
INC-004080
2026-02-01T04:10:00Z
tablet
-55
47
38
0.74
1
0.156
Routine health check for tablet: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-004607
2026-02-05T04:38:00Z
gaming_console
-60
50
21
0.41
0
0.837
gaming console generated unusual DNS activity with risk score 0.837; review domains and resolver behaviour.
dns_security_risk
INC-005150
2026-02-09T08:16:00Z
smartphone
-48
80
40
5.47
1
0.18
smartphone experiences reduced throughput while channel utilization is 80% and neighbouring traffic is heavy.
wifi_congestion
INC-002518
2026-01-20T05:44:00Z
smart_tv
-65
47
84
1.01
10
0.039
smart tv failed to obtain or renew an IP address; 10 DHCP failures were observed recently.
dhcp_failure
INC-002145
2026-01-17T09:16:00Z
security_camera
-34
46
904
17.65
1
0.188
Network quality degradation for security camera: elevated round-trip time and 17.65% packet loss despite an acceptable signal level.
high_latency
INC-001874
2026-01-15T07:39:00Z
gaming_console
-57
85
81
3.18
1
0.014
gaming console experiences reduced throughput while channel utilization is 85% and neighbouring traffic is heavy.
wifi_congestion
INC-004908
2026-02-07T11:54:00Z
gaming_console
-62
11
32
0.06
0
0.173
Routine health check for gaming console: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-001230
2026-01-10T09:34:00Z
security_camera
-55
38
25
1.12
1
0.123
security camera is connected normally with RSSI -55 dBm, latency 25 ms, channel utilization 38% and no material packet loss.
healthy
INC-005920
2026-02-15T05:22:00Z
smartphone
-59
25
23
1.12
8
0.109
Address assignment problem for smartphone: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-002299
2026-01-18T13:32:00Z
iot_sensor
-89
24
22
3.91
0
0.075
Poor Wi-Fi coverage detected for iot sensor; signal strength is -89 dBm and the client appears far from the access point.
weak_signal
INC-001332
2026-01-11T04:16:00Z
smart_tv
-44
17
30
0.38
0
0.177
Routine health check for smart tv: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-002188
2026-01-17T17:18:00Z
smart_tv
-60
43
48
0.08
8
0.08
smart tv failed to obtain or renew an IP address; 8 DHCP failures were observed recently.
dhcp_failure
INC-001829
2026-01-14T23:21:00Z
laptop
-36
42
147
0.78
0
0.938
Potential DNS security incident for laptop: anomalous query pattern and risk score 0.938.
dns_security_risk
INC-005511
2026-02-12T02:27:00Z
security_camera
-41
37
388
7.13
0
0.214
Network quality degradation for security camera: elevated round-trip time and 7.13% packet loss despite an acceptable signal level.
high_latency
INC-002257
2026-01-18T05:52:00Z
security_camera
-77
34
34
5.26
0
0.152
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-005843
2026-02-14T15:22:00Z
smartphone
-56
34
65
0.61
0
0.767
smartphone generated unusual DNS activity with risk score 0.767; review domains and resolver behaviour.
dns_security_risk
INC-000655
2026-01-06T00:12:00Z
laptop
-91
17
37
1.43
0
0.089
laptop repeatedly disconnects with weak RSSI of -91 dBm while other network indicators remain mostly normal.
weak_signal
INC-001826
2026-01-14T22:49:00Z
tablet
-62
92
55
4.16
0
0.189
Likely Wi-Fi congestion affecting tablet: busy channel at 92% utilization with intermittent retransmissions.
wifi_congestion
INC-000515
2026-01-04T22:35:00Z
security_camera
-59
11
136
0.14
0
0.983
security camera generated unusual DNS activity with risk score 0.983; review domains and resolver behaviour.
dns_security_risk
INC-004045
2026-01-31T21:41:00Z
smart_tv
-94
48
32
4.81
0
0.018
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-003768
2026-01-29T18:57:00Z
security_camera
-42
16
36
0.55
1
0.015
security camera is connected normally with RSSI -42 dBm, latency 36 ms, channel utilization 16% and no material packet loss.
healthy
INC-000814
2026-01-07T05:16:00Z
tablet
-50
24
89
0.6
5
0.099
Address assignment problem for tablet: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-001323
2026-01-11T02:40:00Z
laptop
-43
35
374
17.69
1
0.033
Network quality degradation for laptop: elevated round-trip time and 17.69% packet loss despite an acceptable signal level.
high_latency
INC-000334
2026-01-03T13:14:00Z
gaming_console
-53
24
119
0
4
0.164
Address assignment problem for gaming console: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-002593
2026-01-20T19:29:00Z
gaming_console
-89
37
38
2.97
1
0.026
gaming console repeatedly disconnects with weak RSSI of -89 dBm while other network indicators remain mostly normal.
weak_signal
INC-001069
2026-01-09T03:59:00Z
gaming_console
-94
49
36
3.04
0
0.047
Poor Wi-Fi coverage detected for gaming console; signal strength is -94 dBm and the client appears far from the access point.
weak_signal
INC-005716
2026-02-13T16:06:00Z
smart_tv
-67
44
172
0.41
13
0.022
Address assignment problem for smart tv: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-003421
2026-01-27T03:16:00Z
security_camera
-86
41
46
3.27
0
0.033
security camera repeatedly disconnects with weak RSSI of -86 dBm while other network indicators remain mostly normal.
weak_signal
INC-002610
2026-01-20T22:40:00Z
laptop
-44
8
34
0.22
0
0.183
Routine health check for laptop: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-004241
2026-02-02T09:36:00Z
security_camera
-60
31
63
0.12
0
0.971
Potential DNS security incident for security camera: anomalous query pattern and risk score 0.971.
dns_security_risk
INC-005709
2026-02-13T14:39:00Z
laptop
-47
60
646
12.55
1
0.038
laptop reports latency of 646 ms and packet loss of 12.55%, causing slow or unstable application traffic.
high_latency
INC-003087
2026-01-24T13:58:00Z
smartphone
-51
30
243
18.74
1
0.153
smartphone reports latency of 243 ms and packet loss of 18.74%, causing slow or unstable application traffic.
high_latency
INC-004801
2026-02-06T16:12:00Z
gaming_console
-78
33
21
4.31
1
0.027
gaming console repeatedly disconnects with weak RSSI of -78 dBm while other network indicators remain mostly normal.
weak_signal
INC-000366
2026-01-03T19:10:00Z
smartphone
-59
38
22
1.09
0
0.069
Routine health check for smartphone: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-005274
2026-02-10T06:57:00Z
smart_tv
-66
25
36
0.18
0
0.155
smart tv is connected normally with RSSI -66 dBm, latency 36 ms, channel utilization 25% and no material packet loss.
healthy
INC-000782
2026-01-06T23:23:00Z
smartphone
-61
86
59
6.54
0
0.094
smartphone experiences reduced throughput while channel utilization is 86% and neighbouring traffic is heavy.
wifi_congestion
INC-002963
2026-01-23T15:17:00Z
laptop
-62
37
76
0.71
1
0.817
Potential DNS security incident for laptop: anomalous query pattern and risk score 0.817.
dns_security_risk
INC-000789
2026-01-07T00:43:00Z
tablet
-47
35
655
19.61
1
0.12
tablet reports latency of 655 ms and packet loss of 19.61%, causing slow or unstable application traffic.
high_latency
INC-002688
2026-01-21T12:55:00Z
gaming_console
-63
17
42
1.13
1
0.043
gaming console is connected normally with RSSI -63 dBm, latency 42 ms, channel utilization 17% and no material packet loss.
healthy
INC-003595
2026-01-28T11:10:00Z
smart_tv
-89
33
71
3.4
0
0.194
smart tv repeatedly disconnects with weak RSSI of -89 dBm while other network indicators remain mostly normal.
weak_signal
INC-005399
2026-02-11T05:57:00Z
laptop
-63
27
76
0.39
0
0.779
laptop generated unusual DNS activity with risk score 0.779; review domains and resolver behaviour.
dns_security_risk
INC-001714
2026-01-14T02:21:00Z
gaming_console
-55
25
177
0.93
13
0.14
Address assignment problem for gaming console: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-003954
2026-01-31T04:56:00Z
security_camera
-47
9
31
0.29
0
0.167
Routine health check for security camera: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-004312
2026-02-02T22:36:00Z
laptop
-67
8
141
0.36
15
0.035
Address assignment problem for laptop: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-001227
2026-01-10T09:07:00Z
voice_assistant
-38
51
483
13.87
0
0.05
Network quality degradation for voice assistant: elevated round-trip time and 13.87% packet loss despite an acceptable signal level.
high_latency
INC-005168
2026-02-09T11:37:00Z
laptop
-69
87
117
5.22
0
0.117
Likely Wi-Fi congestion affecting laptop: busy channel at 87% utilization with intermittent retransmissions.
wifi_congestion
INC-001433
2026-01-11T22:45:00Z
security_camera
-71
39
162
0.24
1
0.779
security camera generated unusual DNS activity with risk score 0.779; review domains and resolver behaviour.
dns_security_risk
INC-000339
2026-01-03T14:17:00Z
voice_assistant
-51
30
337
9.73
0
0.199
voice assistant reports latency of 337 ms and packet loss of 9.73%, causing slow or unstable application traffic.
high_latency
INC-003105
2026-01-24T17:25:00Z
security_camera
-61
77
401
3.63
0
0.044
Network quality degradation for security camera: elevated round-trip time and 3.63% packet loss despite an acceptable signal level.
high_latency
INC-004380
2026-02-03T11:03:00Z
smartphone
-56
37
31
0.02
0
0.039
Routine health check for smartphone: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-005618
2026-02-12T22:01:00Z
voice_assistant
-39
83
81
5.32
0
0.207
Likely Wi-Fi congestion affecting voice assistant: busy channel at 83% utilization with intermittent retransmissions.
wifi_congestion
INC-005400
2026-02-11T06:09:00Z
tablet
-61
9
10
0.82
0
0.177
Routine health check for tablet: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-000354
2026-01-03T16:54:00Z
smartphone
-62
44
44
0.79
0
0.165
Routine health check for smartphone: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-003512
2026-01-27T19:52:00Z
tablet
-64
91
93
3.31
1
0.074
Likely Wi-Fi congestion affecting tablet: busy channel at 91% utilization with intermittent retransmissions.
wifi_congestion
INC-003016
2026-01-24T00:59:00Z
iot_sensor
-54
15
63
0.18
7
0.075
Address assignment problem for iot sensor: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-005125
2026-02-09T03:41:00Z
tablet
-91
39
43
3.59
1
0.052
Poor Wi-Fi coverage detected for tablet; signal strength is -91 dBm and the client appears far from the access point.
weak_signal
INC-001815
2026-01-14T20:54:00Z
voice_assistant
-61
58
268
7.58
0
0.085
Network quality degradation for voice assistant: elevated round-trip time and 7.58% packet loss despite an acceptable signal level.
high_latency
INC-001541
2026-01-12T18:36:00Z
voice_assistant
-56
13
17
1.15
0
0.802
Potential DNS security incident for voice assistant: anomalous query pattern and risk score 0.802.
dns_security_risk
INC-000709
2026-01-06T09:59:00Z
laptop
-94
26
32
1.18
1
0.045
laptop repeatedly disconnects with weak RSSI of -94 dBm while other network indicators remain mostly normal.
weak_signal
INC-005776
2026-02-14T03:00:00Z
laptop
-61
34
57
0.22
14
0.215
laptop failed to obtain or renew an IP address; 14 DHCP failures were observed recently.
dhcp_failure
INC-003899
2026-01-30T18:57:00Z
voice_assistant
-51
28
126
0.41
0
0.962
Potential DNS security incident for voice assistant: anomalous query pattern and risk score 0.962.
dns_security_risk