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-005993
2026-02-15T18:46:00Z
security_camera
-55
17
138
0.82
0
0.821
security camera generated unusual DNS activity with risk score 0.821; review domains and resolver behaviour.
dns_security_risk
INC-005220
2026-02-09T21:03:00Z
tablet
-46
11
15
1.09
0
0.196
tablet is connected normally with RSSI -46 dBm, latency 15 ms, channel utilization 11% and no material packet loss.
healthy
INC-001435
2026-01-11T23:12:00Z
laptop
-90
51
24
0.61
1
0.095
laptop repeatedly disconnects with weak RSSI of -90 dBm while other network indicators remain mostly normal.
weak_signal
INC-003846
2026-01-30T09:09:00Z
smartphone
-57
13
14
0.57
0
0.182
smartphone is connected normally with RSSI -57 dBm, latency 14 ms, channel utilization 13% and no material packet loss.
healthy
INC-000656
2026-01-06T00:20:00Z
iot_sensor
-64
78
87
4.62
1
0.024
iot sensor experiences reduced throughput while channel utilization is 78% and neighbouring traffic is heavy.
wifi_congestion
INC-001699
2026-01-13T23:30:00Z
iot_sensor
-88
15
26
4.08
0
0.122
iot sensor repeatedly disconnects with weak RSSI of -88 dBm while other network indicators remain mostly normal.
weak_signal
INC-003391
2026-01-26T21:46:00Z
tablet
-78
12
10
2.02
0
0.169
tablet repeatedly disconnects with weak RSSI of -78 dBm while other network indicators remain mostly normal.
weak_signal
INC-005405
2026-02-11T06:58:00Z
laptop
-39
23
125
0.88
0
0.833
laptop generated unusual DNS activity with risk score 0.833; review domains and resolver behaviour.
dns_security_risk
INC-000022
2026-01-01T04:02:00Z
security_camera
-46
28
137
0.32
7
0.151
security camera failed to obtain or renew an IP address; 7 DHCP failures were observed recently.
dhcp_failure
INC-001586
2026-01-13T02:46:00Z
security_camera
-67
96
50
2.23
0
0.173
Likely Wi-Fi congestion affecting security camera: busy channel at 96% utilization with intermittent retransmissions.
wifi_congestion
INC-002355
2026-01-18T23:55:00Z
smartphone
-51
76
299
5.31
1
0.2
smartphone reports latency of 299 ms and packet loss of 5.31%, causing slow or unstable application traffic.
high_latency
INC-004296
2026-02-02T19:41:00Z
smart_tv
-44
9
17
0.77
0
0.059
Routine health check for smart tv: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-001328
2026-01-11T03:35:00Z
laptop
-60
88
105
1.39
0
0.065
Likely Wi-Fi congestion affecting laptop: busy channel at 88% utilization with intermittent retransmissions.
wifi_congestion
INC-003882
2026-01-30T15:44:00Z
smart_tv
-53
8
16
0.55
0
0.14
Routine health check for smart tv: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-001165
2026-01-09T21:42:00Z
tablet
-92
51
29
4.11
0
0.157
Poor Wi-Fi coverage detected for tablet; signal strength is -92 dBm and the client appears far from the access point.
weak_signal
INC-004789
2026-02-06T14:09:00Z
security_camera
-85
52
55
0.71
0
0.047
security camera repeatedly disconnects with weak RSSI of -85 dBm while other network indicators remain mostly normal.
weak_signal
INC-002652
2026-01-21T06:13:00Z
laptop
-56
36
19
0.65
0
0.159
laptop is connected normally with RSSI -56 dBm, latency 19 ms, channel utilization 36% and no material packet loss.
healthy
INC-003775
2026-01-29T20:15:00Z
tablet
-78
34
22
1.95
0
0.011
tablet repeatedly disconnects with weak RSSI of -78 dBm while other network indicators remain mostly normal.
weak_signal
INC-002722
2026-01-21T19:11:00Z
gaming_console
-42
30
34
0.11
11
0.201
gaming console failed to obtain or renew an IP address; 11 DHCP failures were observed recently.
dhcp_failure
INC-003676
2026-01-29T02:05:00Z
gaming_console
-47
14
66
0.71
6
0.191
gaming console failed to obtain or renew an IP address; 6 DHCP failures were observed recently.
dhcp_failure
INC-003968
2026-01-31T07:28:00Z
smart_tv
-64
96
47
6.64
0
0.174
Likely Wi-Fi congestion affecting smart tv: busy channel at 96% utilization with intermittent retransmissions.
wifi_congestion
INC-002741
2026-01-21T22:37:00Z
iot_sensor
-63
46
50
1.15
0
0.85
Potential DNS security incident for iot sensor: anomalous query pattern and risk score 0.85.
dns_security_risk
INC-001117
2026-01-09T12:48:00Z
smartphone
-85
36
27
0.95
0
0.18
smartphone repeatedly disconnects with weak RSSI of -85 dBm while other network indicators remain mostly normal.
weak_signal
INC-001633
2026-01-13T11:29:00Z
iot_sensor
-83
13
79
1.92
0
0.065
Poor Wi-Fi coverage detected for iot sensor; signal strength is -83 dBm and the client appears far from the access point.
weak_signal
INC-005808
2026-02-14T08:53:00Z
laptop
-40
27
41
0.81
0
0.123
Routine health check for laptop: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-002275
2026-01-18T09:06:00Z
iot_sensor
-90
23
34
1.53
0
0.152
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-001732
2026-01-14T05:38:00Z
smart_tv
-39
14
105
1.15
6
0.143
Address assignment problem for smart tv: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-003925
2026-01-30T23:39:00Z
security_camera
-82
20
41
3.35
0
0.095
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-005528
2026-02-12T05:35:00Z
gaming_console
-44
94
89
5.85
0
0.194
gaming console experiences reduced throughput while channel utilization is 94% and neighbouring traffic is heavy.
wifi_congestion
INC-003926
2026-01-30T23:54:00Z
tablet
-39
91
121
5.95
0
0.013
Likely Wi-Fi congestion affecting tablet: busy channel at 91% utilization with intermittent retransmissions.
wifi_congestion
INC-000371
2026-01-03T20:02:00Z
iot_sensor
-47
8
31
0.99
1
0.86
Potential DNS security incident for iot sensor: anomalous query pattern and risk score 0.86.
dns_security_risk
INC-003752
2026-01-29T15:53:00Z
laptop
-58
91
36
3.87
0
0.095
Likely Wi-Fi congestion affecting laptop: busy channel at 91% utilization with intermittent retransmissions.
wifi_congestion
INC-001648
2026-01-13T14:17:00Z
iot_sensor
-43
42
83
0.86
10
0.209
Address assignment problem for iot sensor: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-004161
2026-02-01T18:56:00Z
gaming_console
-60
54
649
5.04
1
0.047
Network quality degradation for gaming console: elevated round-trip time and 5.04% packet loss despite an acceptable signal level.
high_latency
INC-001414
2026-01-11T19:22:00Z
voice_assistant
-57
38
45
0.63
5
0.127
Address assignment problem for voice assistant: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-003890
2026-01-30T17:19:00Z
smart_tv
-39
99
37
2.81
0
0.127
smart tv experiences reduced throughput while channel utilization is 99% and neighbouring traffic is heavy.
wifi_congestion
INC-002954
2026-01-23T13:44:00Z
smart_tv
-53
94
102
4
1
0.108
smart tv experiences reduced throughput while channel utilization is 94% and neighbouring traffic is heavy.
wifi_congestion
INC-001707
2026-01-14T01:05:00Z
laptop
-40
57
178
13.77
0
0.1
laptop reports latency of 178 ms and packet loss of 13.77%, causing slow or unstable application traffic.
high_latency
INC-003337
2026-01-26T11:54:00Z
tablet
-76
11
49
3.46
0
0.073
Poor Wi-Fi coverage detected for tablet; signal strength is -76 dBm and the client appears far from the access point.
weak_signal
INC-005289
2026-02-10T09:49:00Z
gaming_console
-55
61
502
12.99
0
0.206
Network quality degradation for gaming console: elevated round-trip time and 12.99% packet loss despite an acceptable signal level.
high_latency
INC-003607
2026-01-28T13:22:00Z
tablet
-84
50
49
3.79
0
0.143
Poor Wi-Fi coverage detected for tablet; signal strength is -84 dBm and the client appears far from the access point.
weak_signal
INC-000503
2026-01-04T20:18:00Z
iot_sensor
-55
12
138
0.27
1
0.948
Potential DNS security incident for iot sensor: anomalous query pattern and risk score 0.948.
dns_security_risk
INC-002007
2026-01-16T07:58:00Z
iot_sensor
-58
56
631
7.59
0
0.139
iot sensor reports latency of 631 ms and packet loss of 7.59%, causing slow or unstable application traffic.
high_latency
INC-005559
2026-02-12T11:17:00Z
laptop
-52
31
797
11.47
0
0.189
Network quality degradation for laptop: elevated round-trip time and 11.47% packet loss despite an acceptable signal level.
high_latency
INC-003092
2026-01-24T14:52:00Z
voice_assistant
-62
85
98
3.78
1
0.104
Likely Wi-Fi congestion affecting voice assistant: busy channel at 85% utilization with intermittent retransmissions.
wifi_congestion
INC-003341
2026-01-26T12:38:00Z
smartphone
-56
20
98
1.12
0
0.963
Potential DNS security incident for smartphone: anomalous query pattern and risk score 0.963.
dns_security_risk
INC-002490
2026-01-20T00:31:00Z
security_camera
-41
47
17
1.04
1
0.126
Routine health check for security camera: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-003252
2026-01-25T20:16:00Z
gaming_console
-59
38
44
0.83
0
0.155
Routine health check for gaming console: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-005349
2026-02-10T20:44:00Z
tablet
-67
69
415
17.1
0
0.134
Network quality degradation for tablet: elevated round-trip time and 17.1% packet loss despite an acceptable signal level.
high_latency
INC-000379
2026-01-03T21:37:00Z
voice_assistant
-92
42
33
3.84
0
0.062
voice assistant repeatedly disconnects with weak RSSI of -92 dBm while other network indicators remain mostly normal.
weak_signal
INC-004012
2026-01-31T15:39:00Z
gaming_console
-51
52
97
1.15
9
0.147
gaming console failed to obtain or renew an IP address; 9 DHCP failures were observed recently.
dhcp_failure
INC-003369
2026-01-26T17:40:00Z
tablet
-59
54
659
8.76
0
0.04
Network quality degradation for tablet: elevated round-trip time and 8.76% packet loss despite an acceptable signal level.
high_latency
INC-003494
2026-01-27T16:34:00Z
smart_tv
-57
81
51
0.66
1
0.141
smart tv experiences reduced throughput while channel utilization is 81% and neighbouring traffic is heavy.
wifi_congestion
INC-000373
2026-01-03T20:28:00Z
tablet
-78
8
53
3.96
0
0.051
tablet repeatedly disconnects with weak RSSI of -78 dBm while other network indicators remain mostly normal.
weak_signal
INC-000805
2026-01-07T03:40:00Z
laptop
-81
10
26
4.95
0
0.136
Poor Wi-Fi coverage detected for laptop; signal strength is -81 dBm and the client appears far from the access point.
weak_signal
INC-001111
2026-01-09T11:46:00Z
laptop
-89
34
29
0.55
0
0.216
laptop repeatedly disconnects with weak RSSI of -89 dBm while other network indicators remain mostly normal.
weak_signal
INC-002356
2026-01-19T00:04:00Z
iot_sensor
-53
33
81
0.42
10
0.176
Address assignment problem for iot sensor: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-002634
2026-01-21T02:56:00Z
smart_tv
-50
42
41
0.85
1
0.152
Routine health check for smart tv: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-000142
2026-01-02T02:03:00Z
smartphone
-60
39
53
0.43
11
0.108
smartphone failed to obtain or renew an IP address; 11 DHCP failures were observed recently.
dhcp_failure
INC-003176
2026-01-25T06:24:00Z
security_camera
-42
85
104
0.52
0
0.013
Likely Wi-Fi congestion affecting security camera: busy channel at 85% utilization with intermittent retransmissions.
wifi_congestion
INC-003571
2026-01-28T06:44:00Z
security_camera
-81
26
39
2.05
0
0.144
Poor Wi-Fi coverage detected for security camera; signal strength is -81 dBm and the client appears far from the access point.
weak_signal
INC-000641
2026-01-05T21:36:00Z
gaming_console
-58
50
98
0.81
1
0.817
gaming console generated unusual DNS activity with risk score 0.817; review domains and resolver behaviour.
dns_security_risk
INC-000067
2026-01-01T12:24:00Z
smart_tv
-89
19
65
3.64
1
0.202
smart tv repeatedly disconnects with weak RSSI of -89 dBm while other network indicators remain mostly normal.
weak_signal
INC-001182
2026-01-10T00:45:00Z
smart_tv
-44
16
39
0.08
0
0.039
smart tv is connected normally with RSSI -44 dBm, latency 39 ms, channel utilization 16% and no material packet loss.
healthy
INC-005792
2026-02-14T05:58:00Z
tablet
-57
91
126
4.57
0
0.215
tablet experiences reduced throughput while channel utilization is 91% and neighbouring traffic is heavy.
wifi_congestion
INC-004576
2026-02-04T23:02:00Z
smart_tv
-57
51
123
0.8
7
0.109
smart tv failed to obtain or renew an IP address; 7 DHCP failures were observed recently.
dhcp_failure
INC-003692
2026-01-29T04:55:00Z
security_camera
-42
82
110
4.18
0
0.178
security camera experiences reduced throughput while channel utilization is 82% and neighbouring traffic is heavy.
wifi_congestion
INC-000156
2026-01-02T04:41:00Z
iot_sensor
-48
27
45
0.4
1
0.159
iot sensor is connected normally with RSSI -48 dBm, latency 45 ms, channel utilization 27% and no material packet loss.
healthy
INC-000697
2026-01-06T07:56:00Z
voice_assistant
-84
14
42
3.99
1
0.17
Poor Wi-Fi coverage detected for voice assistant; signal strength is -84 dBm and the client appears far from the access point.
weak_signal
INC-003591
2026-01-28T10:24:00Z
iot_sensor
-54
28
637
7.06
0
0.053
iot sensor reports latency of 637 ms and packet loss of 7.06%, causing slow or unstable application traffic.
high_latency
INC-003847
2026-01-30T09:21:00Z
voice_assistant
-87
18
28
4.81
0
0.216
voice assistant repeatedly disconnects with weak RSSI of -87 dBm while other network indicators remain mostly normal.
weak_signal
INC-001933
2026-01-15T18:23:00Z
tablet
-94
32
77
5.32
1
0.119
Poor Wi-Fi coverage detected for tablet; signal strength is -94 dBm and the client appears far from the access point.
weak_signal
INC-003912
2026-01-30T21:13:00Z
smartphone
-54
41
13
0.27
1
0.119
smartphone is connected normally with RSSI -54 dBm, latency 13 ms, channel utilization 41% and no material packet loss.
healthy
INC-000653
2026-01-05T23:45:00Z
voice_assistant
-55
24
61
0.14
0
0.826
voice assistant generated unusual DNS activity with risk score 0.826; review domains and resolver behaviour.
dns_security_risk
INC-003958
2026-01-31T05:47:00Z
gaming_console
-59
45
69
0.99
14
0.102
Address assignment problem for gaming console: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-004703
2026-02-05T22:13:00Z
iot_sensor
-47
32
130
0.37
0
0.78
iot sensor generated unusual DNS activity with risk score 0.78; review domains and resolver behaviour.
dns_security_risk
INC-004059
2026-02-01T00:11:00Z
voice_assistant
-52
55
164
7.5
0
0.05
voice assistant reports latency of 164 ms and packet loss of 7.5%, causing slow or unstable application traffic.
high_latency
INC-004272
2026-02-02T15:15:00Z
tablet
-66
31
21
0.98
0
0.128
tablet is connected normally with RSSI -66 dBm, latency 21 ms, channel utilization 31% and no material packet loss.
healthy
INC-001612
2026-01-13T07:35:00Z
smartphone
-54
18
42
0.09
14
0.03
smartphone failed to obtain or renew an IP address; 14 DHCP failures were observed recently.
dhcp_failure
INC-002547
2026-01-20T11:03:00Z
tablet
-53
25
166
16.48
0
0.076
tablet reports latency of 166 ms and packet loss of 16.48%, causing slow or unstable application traffic.
high_latency
INC-001288
2026-01-10T20:13:00Z
laptop
-43
36
177
0.15
10
0.117
laptop failed to obtain or renew an IP address; 10 DHCP failures were observed recently.
dhcp_failure
INC-001179
2026-01-10T00:11:00Z
iot_sensor
-50
70
606
8.79
0
0.207
Network quality degradation for iot sensor: elevated round-trip time and 8.79% packet loss despite an acceptable signal level.
high_latency
INC-000667
2026-01-06T02:23:00Z
smartphone
-86
21
69
6.37
0
0.195
smartphone repeatedly disconnects with weak RSSI of -86 dBm while other network indicators remain mostly normal.
weak_signal
INC-001496
2026-01-12T10:24:00Z
smart_tv
-53
86
100
1.64
0
0.087
smart tv experiences reduced throughput while channel utilization is 86% and neighbouring traffic is heavy.
wifi_congestion
INC-000148
2026-01-02T03:13:00Z
tablet
-65
52
107
0.19
6
0.112
Address assignment problem for tablet: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-004303
2026-02-02T20:53:00Z
voice_assistant
-83
31
40
0.6
0
0.035
voice assistant repeatedly disconnects with weak RSSI of -83 dBm while other network indicators remain mostly normal.
weak_signal
INC-005491
2026-02-11T22:47:00Z
smart_tv
-84
21
61
4.68
0
0.018
smart tv repeatedly disconnects with weak RSSI of -84 dBm while other network indicators remain mostly normal.
weak_signal
INC-000432
2026-01-04T07:18:00Z
security_camera
-61
42
41
0.9
1
0.141
security camera is connected normally with RSSI -61 dBm, latency 41 ms, channel utilization 42% and no material packet loss.
healthy
INC-002768
2026-01-22T03:36:00Z
smartphone
-42
94
88
6.12
0
0.19
Likely Wi-Fi congestion affecting smartphone: busy channel at 94% utilization with intermittent retransmissions.
wifi_congestion
INC-000327
2026-01-03T12:05:00Z
security_camera
-59
69
281
11.67
1
0.179
Network quality degradation for security camera: elevated round-trip time and 11.67% packet loss despite an acceptable signal level.
high_latency
INC-003062
2026-01-24T09:22:00Z
tablet
-47
80
71
1.44
1
0.019
tablet experiences reduced throughput while channel utilization is 80% and neighbouring traffic is heavy.
wifi_congestion
INC-002825
2026-01-22T14:04:00Z
smart_tv
-67
39
87
0.85
0
0.898
Potential DNS security incident for smart tv: anomalous query pattern and risk score 0.898.
dns_security_risk
INC-003125
2026-01-24T21:00:00Z
smartphone
-59
33
151
0.77
0
0.799
smartphone generated unusual DNS activity with risk score 0.799; review domains and resolver behaviour.
dns_security_risk
INC-003883
2026-01-30T16:03:00Z
iot_sensor
-89
29
66
1.42
0
0.074
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-003792
2026-01-29T23:21:00Z
iot_sensor
-52
21
37
0.1
1
0.109
Routine health check for iot sensor: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-004828
2026-02-06T21:09:00Z
tablet
-58
11
156
0.95
13
0.065
Address assignment problem for tablet: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-003527
2026-01-27T22:46:00Z
smart_tv
-63
21
59
0.36
0
0.859
Potential DNS security incident for smart tv: anomalous query pattern and risk score 0.859.
dns_security_risk
INC-001873
2026-01-15T07:23:00Z
gaming_console
-90
52
41
2.82
0
0.207
gaming console repeatedly disconnects with weak RSSI of -90 dBm while other network indicators remain mostly normal.
weak_signal
INC-002680
2026-01-21T11:27:00Z
iot_sensor
-52
27
177
0.53
5
0.206
iot sensor failed to obtain or renew an IP address; 5 DHCP failures were observed recently.
dhcp_failure
INC-001883
2026-01-15T09:14:00Z
gaming_console
-62
33
152
0.35
0
0.92
gaming console generated unusual DNS activity with risk score 0.92; review domains and resolver behaviour.
dns_security_risk