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-003042
2026-01-24T05:49:00Z
smartphone
-59
25
8
0.36
0
0.028
smartphone is connected normally with RSSI -59 dBm, latency 8 ms, channel utilization 25% and no material packet loss.
healthy
INC-005876
2026-02-14T21:18:00Z
tablet
-38
93
101
3.58
0
0.149
tablet experiences reduced throughput while channel utilization is 93% and neighbouring traffic is heavy.
wifi_congestion
INC-000498
2026-01-04T19:22:00Z
laptop
-40
46
16
0.45
0
0.198
Routine health check for laptop: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-004981
2026-02-08T01:20:00Z
laptop
-79
37
64
3.63
1
0.028
laptop repeatedly disconnects with weak RSSI of -79 dBm while other network indicators remain mostly normal.
weak_signal
INC-001425
2026-01-11T21:22:00Z
voice_assistant
-45
32
455
8.6
0
0.077
Network quality degradation for voice assistant: elevated round-trip time and 8.6% packet loss despite an acceptable signal level.
high_latency
INC-000340
2026-01-03T14:30:00Z
smart_tv
-47
12
46
0.8
9
0.192
Address assignment problem for smart tv: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-004305
2026-02-02T21:18:00Z
iot_sensor
-49
65
706
3.18
1
0.142
Network quality degradation for iot sensor: elevated round-trip time and 3.18% packet loss despite an acceptable signal level.
high_latency
INC-004831
2026-02-06T21:50:00Z
smartphone
-80
27
62
3.03
0
0.025
smartphone repeatedly disconnects with weak RSSI of -80 dBm while other network indicators remain mostly normal.
weak_signal
INC-004666
2026-02-05T15:26:00Z
voice_assistant
-61
30
39
0.68
8
0.051
Address assignment problem for voice assistant: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-000418
2026-01-04T04:48:00Z
security_camera
-49
48
167
0.67
15
0.167
Address assignment problem for security camera: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-005249
2026-02-10T02:21:00Z
tablet
-67
21
37
0.56
0
0.952
tablet generated unusual DNS activity with risk score 0.952; review domains and resolver behaviour.
dns_security_risk
INC-004096
2026-02-01T07:00:00Z
smart_tv
-41
27
38
0.4
3
0.016
smart tv failed to obtain or renew an IP address; 3 DHCP failures were observed recently.
dhcp_failure
INC-001283
2026-01-10T19:21:00Z
gaming_console
-67
41
27
0.05
1
0.761
Potential DNS security incident for gaming console: anomalous query pattern and risk score 0.761.
dns_security_risk
INC-004187
2026-02-01T23:37:00Z
gaming_console
-52
46
155
0
0
0.784
Potential DNS security incident for gaming console: anomalous query pattern and risk score 0.784.
dns_security_risk
INC-000401
2026-01-04T01:33:00Z
laptop
-62
16
140
0.13
1
0.823
laptop generated unusual DNS activity with risk score 0.823; review domains and resolver behaviour.
dns_security_risk
INC-002198
2026-01-17T18:59:00Z
smartphone
-67
91
65
0.63
0
0.028
Likely Wi-Fi congestion affecting smartphone: busy channel at 91% utilization with intermittent retransmissions.
wifi_congestion
INC-004929
2026-02-07T15:48:00Z
security_camera
-55
71
486
13.66
0
0.095
Network quality degradation for security camera: elevated round-trip time and 13.66% packet loss despite an acceptable signal level.
high_latency
INC-002061
2026-01-16T17:57:00Z
smart_tv
-40
51
715
20.45
0
0.042
smart tv reports latency of 715 ms and packet loss of 20.45%, causing slow or unstable application traffic.
high_latency
INC-005149
2026-02-09T08:08:00Z
tablet
-82
31
43
0.85
1
0.029
tablet repeatedly disconnects with weak RSSI of -82 dBm while other network indicators remain mostly normal.
weak_signal
INC-004583
2026-02-05T00:18:00Z
laptop
-61
51
204
0.55
0
0.932
Potential DNS security incident for laptop: anomalous query pattern and risk score 0.932.
dns_security_risk
INC-002231
2026-01-18T01:02:00Z
tablet
-39
26
49
0.74
0
0.974
tablet generated unusual DNS activity with risk score 0.974; review domains and resolver behaviour.
dns_security_risk
INC-005812
2026-02-14T09:33:00Z
voice_assistant
-47
38
41
0.34
6
0.017
voice assistant failed to obtain or renew an IP address; 6 DHCP failures were observed recently.
dhcp_failure
INC-005076
2026-02-08T18:45:00Z
voice_assistant
-48
36
14
0.25
0
0.034
voice assistant is connected normally with RSSI -48 dBm, latency 14 ms, channel utilization 36% and no material packet loss.
healthy
INC-000986
2026-01-08T12:47:00Z
smart_tv
-58
100
46
4.18
0
0.108
smart tv experiences reduced throughput while channel utilization is 100% and neighbouring traffic is heavy.
wifi_congestion
INC-003417
2026-01-27T02:37:00Z
iot_sensor
-52
63
406
17.9
1
0.096
iot sensor reports latency of 406 ms and packet loss of 17.9%, causing slow or unstable application traffic.
high_latency
INC-000437
2026-01-04T08:13:00Z
smart_tv
-50
25
112
0.18
1
0.78
smart tv generated unusual DNS activity with risk score 0.78; review domains and resolver behaviour.
dns_security_risk
INC-003375
2026-01-26T18:55:00Z
smart_tv
-49
60
140
14.03
0
0.135
Network quality degradation for smart tv: elevated round-trip time and 14.03% packet loss despite an acceptable signal level.
high_latency
INC-004840
2026-02-06T23:29:00Z
smart_tv
-59
23
50
0.06
11
0.124
Address assignment problem for smart tv: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-003789
2026-01-29T22:44:00Z
tablet
-62
66
395
4.21
1
0.038
Network quality degradation for tablet: elevated round-trip time and 4.21% packet loss despite an acceptable signal level.
high_latency
INC-001358
2026-01-11T09:02:00Z
smartphone
-54
95
117
6.37
1
0.099
Likely Wi-Fi congestion affecting smartphone: busy channel at 95% utilization with intermittent retransmissions.
wifi_congestion
INC-000863
2026-01-07T14:14:00Z
smartphone
-65
20
81
0.98
0
0.96
smartphone generated unusual DNS activity with risk score 0.96; review domains and resolver behaviour.
dns_security_risk
INC-004133
2026-02-01T13:45:00Z
tablet
-59
31
32
0.1
1
0.922
Potential DNS security incident for tablet: anomalous query pattern and risk score 0.922.
dns_security_risk
INC-002278
2026-01-18T09:47:00Z
gaming_console
-42
39
148
0.74
7
0.147
gaming console failed to obtain or renew an IP address; 7 DHCP failures were observed recently.
dhcp_failure
INC-005508
2026-02-12T01:53:00Z
security_camera
-57
50
26
0.91
0
0.154
security camera is connected normally with RSSI -57 dBm, latency 26 ms, channel utilization 50% and no material packet loss.
healthy
INC-001327
2026-01-11T03:17:00Z
tablet
-89
49
79
4.87
0
0.021
tablet repeatedly disconnects with weak RSSI of -89 dBm while other network indicators remain mostly normal.
weak_signal
INC-002076
2026-01-16T20:37:00Z
gaming_console
-61
53
79
1.33
0
0.194
Routine health check for gaming console: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-001678
2026-01-13T19:44:00Z
smartphone
-67
48
179
0.63
4
0.062
Address assignment problem for smartphone: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-001696
2026-01-13T22:58:00Z
smartphone
-42
16
142
0.39
9
0.138
Address assignment problem for smartphone: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-000308
2026-01-03T08:32:00Z
smart_tv
-58
100
52
3.22
0
0.141
smart tv experiences reduced throughput while channel utilization is 100% and neighbouring traffic is heavy.
wifi_congestion
INC-004460
2026-02-04T01:45:00Z
gaming_console
-46
94
60
4.15
0
0.14
gaming console experiences reduced throughput while channel utilization is 94% and neighbouring traffic is heavy.
wifi_congestion
INC-005084
2026-02-08T20:14:00Z
laptop
-42
89
101
5.42
0
0.039
Likely Wi-Fi congestion affecting laptop: busy channel at 89% utilization with intermittent retransmissions.
wifi_congestion
INC-002982
2026-01-23T18:52:00Z
tablet
-45
26
17
0.53
0
0.121
tablet is connected normally with RSSI -45 dBm, latency 17 ms, channel utilization 26% and no material packet loss.
healthy
INC-005671
2026-02-13T07:44:00Z
security_camera
-92
42
35
4.81
0
0.215
Poor Wi-Fi coverage detected for security camera; signal strength is -92 dBm and the client appears far from the access point.
weak_signal
INC-001880
2026-01-15T08:46:00Z
gaming_console
-43
84
115
6.72
0
0.124
gaming console experiences reduced throughput while channel utilization is 84% and neighbouring traffic is heavy.
wifi_congestion
INC-005568
2026-02-12T12:49:00Z
tablet
-54
22
9
0.18
1
0.22
tablet is connected normally with RSSI -54 dBm, latency 9 ms, channel utilization 22% and no material packet loss.
healthy
INC-002156
2026-01-17T11:16:00Z
smartphone
-58
90
120
0.82
0
0.014
Likely Wi-Fi congestion affecting smartphone: busy channel at 90% utilization with intermittent retransmissions.
wifi_congestion
INC-002784
2026-01-22T06:27:00Z
smart_tv
-64
15
29
0.37
0
0.185
Routine health check for smart tv: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-001346
2026-01-11T06:52:00Z
security_camera
-61
94
67
4.32
0
0.051
security camera experiences reduced throughput while channel utilization is 94% and neighbouring traffic is heavy.
wifi_congestion
INC-004228
2026-02-02T07:16:00Z
voice_assistant
-58
33
33
0.1
3
0.21
voice assistant failed to obtain or renew an IP address; 3 DHCP failures were observed recently.
dhcp_failure
INC-004226
2026-02-02T06:49:00Z
smart_tv
-61
83
126
7.51
1
0.131
smart tv experiences reduced throughput while channel utilization is 83% and neighbouring traffic is heavy.
wifi_congestion
INC-001985
2026-01-16T03:58:00Z
iot_sensor
-53
31
123
1.15
0
0.775
iot sensor generated unusual DNS activity with risk score 0.775; review domains and resolver behaviour.
dns_security_risk
INC-001226
2026-01-10T08:51:00Z
voice_assistant
-65
86
69
6.19
0
0.063
voice assistant experiences reduced throughput while channel utilization is 86% and neighbouring traffic is heavy.
wifi_congestion
INC-003653
2026-01-28T21:47:00Z
gaming_console
-60
25
110
0.92
0
0.85
Potential DNS security incident for gaming console: anomalous query pattern and risk score 0.85.
dns_security_risk
INC-000261
2026-01-02T23:54:00Z
tablet
-51
59
812
8.06
0
0.031
tablet reports latency of 812 ms and packet loss of 8.06%, causing slow or unstable application traffic.
high_latency
INC-000187
2026-01-02T10:21:00Z
security_camera
-94
28
50
3.22
0
0.166
Poor Wi-Fi coverage detected for security camera; signal strength is -94 dBm and the client appears far from the access point.
weak_signal
INC-000574
2026-01-05T09:22:00Z
tablet
-51
50
71
0.2
9
0.086
tablet failed to obtain or renew an IP address; 9 DHCP failures were observed recently.
dhcp_failure
INC-000951
2026-01-08T06:29:00Z
voice_assistant
-52
75
824
13.19
0
0.194
Network quality degradation for voice assistant: elevated round-trip time and 13.19% packet loss despite an acceptable signal level.
high_latency
INC-001887
2026-01-15T10:02:00Z
laptop
-54
42
525
23.03
0
0.091
laptop reports latency of 525 ms and packet loss of 23.03%, causing slow or unstable application traffic.
high_latency
INC-000002
2026-01-01T00:25:00Z
security_camera
-45
78
55
5.04
1
0.134
security camera experiences reduced throughput while channel utilization is 78% and neighbouring traffic is heavy.
wifi_congestion
INC-003673
2026-01-29T01:33:00Z
smartphone
-71
57
42
3.9
0
0.096
Poor Wi-Fi coverage detected for smartphone; signal strength is -71 dBm and the client appears far from the access point.
weak_signal
INC-002990
2026-01-23T20:11:00Z
tablet
-65
89
58
0.53
0
0.214
tablet experiences reduced throughput while channel utilization is 89% and neighbouring traffic is heavy.
wifi_congestion
INC-000841
2026-01-07T10:14:00Z
security_camera
-78
34
30
2.11
0
0.176
Poor Wi-Fi coverage detected for security camera; signal strength is -78 dBm and the client appears far from the access point.
weak_signal
INC-005451
2026-02-11T15:25:00Z
smart_tv
-60
59
157
4.25
0
0.107
Network quality degradation for smart tv: elevated round-trip time and 4.25% packet loss despite an acceptable signal level.
high_latency
INC-005311
2026-02-10T13:44:00Z
smart_tv
-87
21
36
1.41
1
0.205
smart tv repeatedly disconnects with weak RSSI of -87 dBm while other network indicators remain mostly normal.
weak_signal
INC-001487
2026-01-12T08:42:00Z
voice_assistant
-54
31
130
0.91
0
0.767
Potential DNS security incident for voice assistant: anomalous query pattern and risk score 0.767.
dns_security_risk
INC-001339
2026-01-11T05:37:00Z
gaming_console
-87
49
52
1.39
1
0.115
gaming console repeatedly disconnects with weak RSSI of -87 dBm while other network indicators remain mostly normal.
weak_signal
INC-002321
2026-01-18T17:32:00Z
smartphone
-49
18
57
0.93
0
0.797
smartphone generated unusual DNS activity with risk score 0.797; review domains and resolver behaviour.
dns_security_risk
INC-002402
2026-01-19T08:26:00Z
smartphone
-50
94
98
1.82
1
0.043
smartphone experiences reduced throughput while channel utilization is 94% and neighbouring traffic is heavy.
wifi_congestion
INC-003710
2026-01-29T08:10:00Z
iot_sensor
-65
93
55
0.74
1
0.114
Likely Wi-Fi congestion affecting iot sensor: busy channel at 93% utilization with intermittent retransmissions.
wifi_congestion
INC-003564
2026-01-28T05:26:00Z
iot_sensor
-49
42
42
0.04
0
0.151
Routine health check for iot sensor: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-002335
2026-01-18T20:11:00Z
voice_assistant
-92
21
39
3.46
0
0.141
Poor Wi-Fi coverage detected for voice assistant; signal strength is -92 dBm and the client appears far from the access point.
weak_signal
INC-000300
2026-01-03T07:10:00Z
tablet
-63
28
19
0.93
1
0.08
Routine health check for tablet: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-003246
2026-01-25T19:11:00Z
laptop
-60
46
26
0.29
0
0.182
laptop is connected normally with RSSI -60 dBm, latency 26 ms, channel utilization 46% and no material packet loss.
healthy
INC-005353
2026-02-10T21:28:00Z
laptop
-82
51
83
1.34
0
0.198
laptop repeatedly disconnects with weak RSSI of -82 dBm while other network indicators remain mostly normal.
weak_signal
INC-004214
2026-02-02T04:36:00Z
voice_assistant
-43
79
123
3.16
0
0.112
voice assistant experiences reduced throughput while channel utilization is 79% and neighbouring traffic is heavy.
wifi_congestion
INC-000333
2026-01-03T13:06:00Z
smart_tv
-67
66
788
17.8
1
0.184
smart tv reports latency of 788 ms and packet loss of 17.8%, causing slow or unstable application traffic.
high_latency
INC-005060
2026-02-08T15:43:00Z
laptop
-44
86
58
6.93
0
0.055
laptop experiences reduced throughput while channel utilization is 86% and neighbouring traffic is heavy.
wifi_congestion
INC-000652
2026-01-05T23:32:00Z
tablet
-65
42
107
0.48
3
0.113
Address assignment problem for tablet: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-001860
2026-01-15T05:06:00Z
iot_sensor
-65
36
35
0.79
0
0.151
iot sensor is connected normally with RSSI -65 dBm, latency 35 ms, channel utilization 36% and no material packet loss.
healthy
INC-001220
2026-01-10T07:42:00Z
smartphone
-57
93
96
1.89
0
0.149
smartphone experiences reduced throughput while channel utilization is 93% and neighbouring traffic is heavy.
wifi_congestion
INC-002000
2026-01-16T06:41:00Z
iot_sensor
-40
100
92
0.59
0
0.081
iot sensor experiences reduced throughput while channel utilization is 100% and neighbouring traffic is heavy.
wifi_congestion
INC-005714
2026-02-13T15:34:00Z
iot_sensor
-57
88
67
6.44
0
0.219
Likely Wi-Fi congestion affecting iot sensor: busy channel at 88% utilization with intermittent retransmissions.
wifi_congestion
INC-004940
2026-02-07T17:43:00Z
security_camera
-51
81
71
4.68
0
0.188
Likely Wi-Fi congestion affecting security camera: busy channel at 81% utilization with intermittent retransmissions.
wifi_congestion
INC-002516
2026-01-20T05:17:00Z
gaming_console
-47
83
49
0.76
0
0.212
gaming console experiences reduced throughput while channel utilization is 83% and neighbouring traffic is heavy.
wifi_congestion
INC-004320
2026-02-03T00:06:00Z
iot_sensor
-62
38
21
0.73
0
0.052
iot sensor is connected normally with RSSI -62 dBm, latency 21 ms, channel utilization 38% and no material packet loss.
healthy
INC-001351
2026-01-11T07:41:00Z
tablet
-88
26
40
2.28
1
0.203
tablet repeatedly disconnects with weak RSSI of -88 dBm while other network indicators remain mostly normal.
weak_signal
INC-002318
2026-01-18T17:05:00Z
smartphone
-45
96
128
0.81
0
0.065
Likely Wi-Fi congestion affecting smartphone: busy channel at 96% utilization with intermittent retransmissions.
wifi_congestion
INC-001521
2026-01-12T14:57:00Z
smart_tv
-57
41
695
14.37
1
0.187
smart tv reports latency of 695 ms and packet loss of 14.37%, causing slow or unstable application traffic.
high_latency
INC-003778
2026-01-29T20:43:00Z
smartphone
-46
38
36
0.71
3
0.085
Address assignment problem for smartphone: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-005102
2026-02-08T23:28:00Z
gaming_console
-64
82
89
0.96
1
0.076
Likely Wi-Fi congestion affecting gaming console: busy channel at 82% utilization with intermittent retransmissions.
wifi_congestion
INC-002270
2026-01-18T08:19:00Z
security_camera
-45
99
101
7.5
0
0.169
Likely Wi-Fi congestion affecting security camera: busy channel at 99% utilization with intermittent retransmissions.
wifi_congestion
INC-000150
2026-01-02T03:33:00Z
smart_tv
-58
32
34
0.3
0
0.181
Routine health check for smart tv: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-005624
2026-02-12T23:06:00Z
smartphone
-54
82
126
6.87
0
0.04
Likely Wi-Fi congestion affecting smartphone: busy channel at 82% utilization with intermittent retransmissions.
wifi_congestion
INC-005953
2026-02-15T11:25:00Z
gaming_console
-90
28
29
2.11
0
0.095
gaming console repeatedly disconnects with weak RSSI of -90 dBm while other network indicators remain mostly normal.
weak_signal
INC-001572
2026-01-13T00:13:00Z
gaming_console
-55
46
10
1.03
0
0.132
gaming console is connected normally with RSSI -55 dBm, latency 10 ms, channel utilization 46% and no material packet loss.
healthy
INC-001848
2026-01-15T02:50:00Z
security_camera
-43
18
45
0.71
1
0.084
security camera is connected normally with RSSI -43 dBm, latency 45 ms, channel utilization 18% and no material packet loss.
healthy
INC-000433
2026-01-04T07:24:00Z
smart_tv
-94
18
15
2.38
0
0.021
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-001231
2026-01-10T09:49:00Z
laptop
-86
43
64
2.72
0
0.181
Poor Wi-Fi coverage detected for laptop; signal strength is -86 dBm and the client appears far from the access point.
weak_signal
INC-003953
2026-01-31T04:51:00Z
security_camera
-52
12
31
0.18
0
0.788
Potential DNS security incident for security camera: anomalous query pattern and risk score 0.788.
dns_security_risk
INC-000686
2026-01-06T05:49:00Z
iot_sensor
-47
79
89
4.54
0
0.189
Likely Wi-Fi congestion affecting iot sensor: busy channel at 79% utilization with intermittent retransmissions.
wifi_congestion