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-000041
2026-01-01T07:32:00Z
tablet
-51
18
172
1.61
0
0.837
tablet generated unusual DNS activity with risk score 0.837; review domains and resolver behaviour.
dns_security_risk
INC-004055
2026-01-31T23:26:00Z
iot_sensor
-49
21
130
0.86
0
0.965
Potential DNS security incident for iot sensor: anomalous query pattern and risk score 0.965.
dns_security_risk
INC-000504
2026-01-04T20:34:00Z
gaming_console
-55
11
13
0.44
0
0.027
Routine health check for gaming console: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-005972
2026-02-15T15:01:00Z
security_camera
-55
83
129
1.88
0
0.211
Likely Wi-Fi congestion affecting security camera: busy channel at 83% utilization with intermittent retransmissions.
wifi_congestion
INC-002067
2026-01-16T18:57:00Z
tablet
-40
40
332
15.71
0
0.191
tablet reports latency of 332 ms and packet loss of 15.71%, causing slow or unstable application traffic.
high_latency
INC-004292
2026-02-02T18:59:00Z
laptop
-54
86
128
2.48
0
0.144
Likely Wi-Fi congestion affecting laptop: busy channel at 86% utilization with intermittent retransmissions.
wifi_congestion
INC-004959
2026-02-07T21:10:00Z
iot_sensor
-38
59
162
8.21
0
0.089
Network quality degradation for iot sensor: elevated round-trip time and 8.21% packet loss despite an acceptable signal level.
high_latency
INC-005718
2026-02-13T16:28:00Z
security_camera
-54
10
33
0.19
0
0.114
security camera is connected normally with RSSI -54 dBm, latency 33 ms, channel utilization 10% and no material packet loss.
healthy
INC-001995
2026-01-16T05:51:00Z
iot_sensor
-41
34
677
3.48
1
0.096
Network quality degradation for iot sensor: elevated round-trip time and 3.48% packet loss despite an acceptable signal level.
high_latency
INC-001664
2026-01-13T17:06:00Z
tablet
-55
86
106
3.99
0
0.121
Likely Wi-Fi congestion affecting tablet: busy channel at 86% utilization with intermittent retransmissions.
wifi_congestion
INC-002033
2026-01-16T12:43:00Z
security_camera
-67
33
125
0.06
0
0.981
Potential DNS security incident for security camera: anomalous query pattern and risk score 0.981.
dns_security_risk
INC-004155
2026-02-01T17:45:00Z
laptop
-53
43
245
12.12
0
0.092
Network quality degradation for laptop: elevated round-trip time and 12.12% packet loss despite an acceptable signal level.
high_latency
INC-005859
2026-02-14T18:18:00Z
laptop
-63
28
237
3.04
0
0.147
Network quality degradation for laptop: elevated round-trip time and 3.04% packet loss despite an acceptable signal level.
high_latency
INC-005572
2026-02-12T13:36:00Z
smartphone
-43
49
146
0
11
0.173
Address assignment problem for smartphone: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-002527
2026-01-20T07:18:00Z
smart_tv
-94
16
52
3.54
0
0.011
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-004165
2026-02-01T19:35:00Z
gaming_console
-90
10
80
5.27
1
0.041
Poor Wi-Fi coverage detected for gaming console; signal strength is -90 dBm and the client appears far from the access point.
weak_signal
INC-000190
2026-01-02T10:55:00Z
smart_tv
-43
8
22
0.16
5
0.024
Address assignment problem for smart tv: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-000622
2026-01-05T18:05:00Z
tablet
-44
45
151
1.2
10
0.112
Address assignment problem for tablet: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-001820
2026-01-14T21:47:00Z
smartphone
-53
98
53
3.63
0
0.047
smartphone experiences reduced throughput while channel utilization is 98% and neighbouring traffic is heavy.
wifi_congestion
INC-003153
2026-01-25T02:10:00Z
smart_tv
-63
78
328
10.76
0
0.183
smart tv reports latency of 328 ms and packet loss of 10.76%, causing slow or unstable application traffic.
high_latency
INC-002580
2026-01-20T17:04:00Z
tablet
-46
52
29
0.77
1
0.077
Routine health check for tablet: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-002227
2026-01-18T00:22:00Z
iot_sensor
-79
43
36
2.45
0
0.124
iot sensor repeatedly disconnects with weak RSSI of -79 dBm while other network indicators remain mostly normal.
weak_signal
INC-004821
2026-02-06T19:55:00Z
laptop
-40
66
631
3.82
0
0.125
Network quality degradation for laptop: elevated round-trip time and 3.82% packet loss despite an acceptable signal level.
high_latency
INC-005367
2026-02-11T00:03:00Z
tablet
-67
78
375
19.27
0
0.064
Network quality degradation for tablet: elevated round-trip time and 19.27% packet loss despite an acceptable signal level.
high_latency
INC-004119
2026-02-01T11:19:00Z
iot_sensor
-52
36
660
10.07
0
0.181
iot sensor reports latency of 660 ms and packet loss of 10.07%, causing slow or unstable application traffic.
high_latency
INC-001299
2026-01-10T22:13:00Z
smart_tv
-63
76
628
3.89
0
0.032
smart tv reports latency of 628 ms and packet loss of 3.89%, causing slow or unstable application traffic.
high_latency
INC-003716
2026-01-29T09:24:00Z
smart_tv
-42
93
81
0.78
0
0.153
Likely Wi-Fi congestion affecting smart tv: busy channel at 93% utilization with intermittent retransmissions.
wifi_congestion
INC-000541
2026-01-05T03:14:00Z
tablet
-78
45
72
4.3
0
0.093
tablet repeatedly disconnects with weak RSSI of -78 dBm while other network indicators remain mostly normal.
weak_signal
INC-003927
2026-01-30T23:59:00Z
smart_tv
-47
72
648
21.17
1
0.192
smart tv reports latency of 648 ms and packet loss of 21.17%, causing slow or unstable application traffic.
high_latency
INC-001365
2026-01-11T10:22:00Z
smartphone
-43
55
163
23.79
0
0.096
smartphone reports latency of 163 ms and packet loss of 23.79%, causing slow or unstable application traffic.
high_latency
INC-004198
2026-02-02T01:38:00Z
voice_assistant
-65
14
104
0.7
5
0.076
Address assignment problem for voice assistant: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-005165
2026-02-09T11:03:00Z
security_camera
-41
19
46
0.92
0
0.812
security camera generated unusual DNS activity with risk score 0.812; review domains and resolver behaviour.
dns_security_risk
INC-001905
2026-01-15T13:17:00Z
smartphone
-55
67
190
16.7
0
0.071
Network quality degradation for smartphone: elevated round-trip time and 16.7% packet loss despite an acceptable signal level.
high_latency
INC-005512
2026-02-12T02:36:00Z
security_camera
-55
44
28
0.54
8
0.177
security camera failed to obtain or renew an IP address; 8 DHCP failures were observed recently.
dhcp_failure
INC-002035
2026-01-16T13:11:00Z
iot_sensor
-76
10
23
0.5
0
0.077
Poor Wi-Fi coverage detected for iot sensor; signal strength is -76 dBm and the client appears far from the access point.
weak_signal
INC-004185
2026-02-01T23:23:00Z
smart_tv
-40
40
728
17.79
1
0.119
Network quality degradation for smart tv: elevated round-trip time and 17.79% packet loss despite an acceptable signal level.
high_latency
INC-004986
2026-02-08T02:08:00Z
gaming_console
-52
21
9
1.07
1
0.127
Routine health check for gaming console: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-001298
2026-01-10T22:02:00Z
gaming_console
-38
79
74
6.47
1
0.168
Likely Wi-Fi congestion affecting gaming console: busy channel at 79% utilization with intermittent retransmissions.
wifi_congestion
INC-005217
2026-02-09T20:36:00Z
smart_tv
-40
45
495
3.14
0
0.08
smart tv reports latency of 495 ms and packet loss of 3.14%, causing slow or unstable application traffic.
high_latency
INC-003851
2026-01-30T10:02:00Z
laptop
-67
36
122
1.12
1
0.86
Potential DNS security incident for laptop: anomalous query pattern and risk score 0.86.
dns_security_risk
INC-001532
2026-01-12T17:02:00Z
security_camera
-41
79
94
0.96
0
0.052
Likely Wi-Fi congestion affecting security camera: busy channel at 79% utilization with intermittent retransmissions.
wifi_congestion
INC-000982
2026-01-08T12:04:00Z
tablet
-52
19
176
0.9
3
0.018
tablet failed to obtain or renew an IP address; 3 DHCP failures were observed recently.
dhcp_failure
INC-004041
2026-01-31T20:52:00Z
smartphone
-47
64
734
9.19
0
0.068
smartphone reports latency of 734 ms and packet loss of 9.19%, causing slow or unstable application traffic.
high_latency
INC-000680
2026-01-06T04:43:00Z
gaming_console
-54
78
116
1.95
0
0.114
gaming console experiences reduced throughput while channel utilization is 78% and neighbouring traffic is heavy.
wifi_congestion
INC-002897
2026-01-23T03:13:00Z
laptop
-54
42
152
1.07
1
0.946
laptop generated unusual DNS activity with risk score 0.946; review domains and resolver behaviour.
dns_security_risk
INC-002585
2026-01-20T17:59:00Z
iot_sensor
-51
40
101
0.33
0
0.809
iot sensor generated unusual DNS activity with risk score 0.809; review domains and resolver behaviour.
dns_security_risk
INC-002264
2026-01-18T07:11:00Z
smart_tv
-40
80
45
0.67
0
0.14
Likely Wi-Fi congestion affecting smart tv: busy channel at 80% utilization with intermittent retransmissions.
wifi_congestion
INC-000859
2026-01-07T13:36:00Z
laptop
-85
18
29
3.68
0
0.131
laptop repeatedly disconnects with weak RSSI of -85 dBm while other network indicators remain mostly normal.
weak_signal
INC-002800
2026-01-22T09:28:00Z
iot_sensor
-65
24
115
0.26
13
0.104
Address assignment problem for iot sensor: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-000605
2026-01-05T14:59:00Z
tablet
-56
43
46
0.55
0
0.959
tablet generated unusual DNS activity with risk score 0.959; review domains and resolver behaviour.
dns_security_risk
INC-000636
2026-01-05T20:44:00Z
smart_tv
-41
25
41
0.73
0
0.157
smart tv is connected normally with RSSI -41 dBm, latency 41 ms, channel utilization 25% and no material packet loss.
healthy
INC-005540
2026-02-12T07:46:00Z
gaming_console
-39
97
87
3.83
0
0.024
Likely Wi-Fi congestion affecting gaming console: busy channel at 97% utilization with intermittent retransmissions.
wifi_congestion
INC-005374
2026-02-11T01:14:00Z
voice_assistant
-40
45
37
0.25
8
0.034
Address assignment problem for voice assistant: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-000959
2026-01-08T07:49:00Z
security_camera
-67
10
25
0.91
0
0.942
Potential DNS security incident for security camera: anomalous query pattern and risk score 0.942.
dns_security_risk
INC-000905
2026-01-07T22:04:00Z
smart_tv
-56
34
150
0.66
0
0.917
smart tv generated unusual DNS activity with risk score 0.917; review domains and resolver behaviour.
dns_security_risk
INC-004294
2026-02-02T19:18:00Z
tablet
-43
21
116
1.12
15
0.179
Address assignment problem for tablet: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-001751
2026-01-14T09:08:00Z
iot_sensor
-52
17
86
0.14
0
0.972
iot sensor generated unusual DNS activity with risk score 0.972; review domains and resolver behaviour.
dns_security_risk
INC-003414
2026-01-27T02:01:00Z
smartphone
-54
38
18
0.54
0
0.042
Routine health check for smartphone: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-000058
2026-01-01T10:47:00Z
smartphone
-59
10
145
0.66
15
0.144
smartphone failed to obtain or renew an IP address; 15 DHCP failures were observed recently.
dhcp_failure
INC-003314
2026-01-26T07:40:00Z
smart_tv
-65
96
72
2.86
0
0.098
smart tv experiences reduced throughput while channel utilization is 96% and neighbouring traffic is heavy.
wifi_congestion
INC-005432
2026-02-11T11:59:00Z
laptop
-47
94
56
5.31
0
0.134
laptop experiences reduced throughput while channel utilization is 94% and neighbouring traffic is heavy.
wifi_congestion
INC-001727
2026-01-14T04:38:00Z
security_camera
-61
30
154
0.96
0
0.904
Potential DNS security incident for security camera: anomalous query pattern and risk score 0.904.
dns_security_risk
INC-002576
2026-01-20T16:23:00Z
tablet
-41
95
109
2.92
0
0.099
Likely Wi-Fi congestion affecting tablet: busy channel at 95% utilization with intermittent retransmissions.
wifi_congestion
INC-000046
2026-01-01T08:26:00Z
voice_assistant
-61
37
84
0.41
9
0.068
Address assignment problem for voice assistant: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-002466
2026-01-19T20:10:00Z
iot_sensor
-65
28
16
0.57
0
0.184
Routine health check for iot sensor: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-005616
2026-02-12T21:44:00Z
smartphone
-49
23
11
0.69
1
0.21
Routine health check for smartphone: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-001053
2026-01-09T01:04:00Z
security_camera
-59
48
490
8.8
0
0.022
Network quality degradation for security camera: elevated round-trip time and 8.8% packet loss despite an acceptable signal level.
high_latency
INC-005226
2026-02-09T22:09:00Z
iot_sensor
-50
36
8
0.83
1
0.191
Routine health check for iot sensor: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-002752
2026-01-22T00:37:00Z
smartphone
-54
21
146
0.6
15
0.051
smartphone failed to obtain or renew an IP address; 15 DHCP failures were observed recently.
dhcp_failure
INC-000901
2026-01-07T21:21:00Z
voice_assistant
-94
45
40
1.58
1
0.024
Poor Wi-Fi coverage detected for voice assistant; signal strength is -94 dBm and the client appears far from the access point.
weak_signal
INC-002627
2026-01-21T01:39:00Z
gaming_console
-53
20
107
0.62
0
0.773
gaming console generated unusual DNS activity with risk score 0.773; review domains and resolver behaviour.
dns_security_risk
INC-002134
2026-01-17T07:15:00Z
security_camera
-52
52
128
0.52
9
0.087
Address assignment problem for security camera: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-002515
2026-01-20T05:15:00Z
security_camera
-93
8
74
3.97
1
0.211
security camera repeatedly disconnects with weak RSSI of -93 dBm while other network indicators remain mostly normal.
weak_signal
INC-004664
2026-02-05T15:11:00Z
laptop
-54
90
118
3.33
1
0.014
Likely Wi-Fi congestion affecting laptop: busy channel at 90% utilization with intermittent retransmissions.
wifi_congestion
INC-005495
2026-02-11T23:32:00Z
iot_sensor
-54
37
26
1.2
0
0.916
iot sensor generated unusual DNS activity with risk score 0.916; review domains and resolver behaviour.
dns_security_risk
INC-003225
2026-01-25T15:16:00Z
smartphone
-38
40
541
6.89
0
0.192
Network quality degradation for smartphone: elevated round-trip time and 6.89% packet loss despite an acceptable signal level.
high_latency
INC-003830
2026-01-30T06:17:00Z
gaming_console
-55
78
115
3.09
0
0.054
Likely Wi-Fi congestion affecting gaming console: busy channel at 78% utilization with intermittent retransmissions.
wifi_congestion
INC-002467
2026-01-19T20:18:00Z
gaming_console
-90
8
33
3.14
0
0.156
gaming console repeatedly disconnects with weak RSSI of -90 dBm while other network indicators remain mostly normal.
weak_signal
INC-002096
2026-01-17T00:23:00Z
smart_tv
-59
100
114
4.4
1
0.049
smart tv experiences reduced throughput while channel utilization is 100% and neighbouring traffic is heavy.
wifi_congestion
INC-002351
2026-01-18T23:04:00Z
tablet
-64
24
141
0.97
1
0.782
Potential DNS security incident for tablet: anomalous query pattern and risk score 0.782.
dns_security_risk
INC-004109
2026-02-01T09:29:00Z
security_camera
-44
33
36
1.12
0
0.851
Potential DNS security incident for security camera: anomalous query pattern and risk score 0.851.
dns_security_risk
INC-001430
2026-01-11T22:13:00Z
security_camera
-45
90
42
5.69
0
0.144
security camera experiences reduced throughput while channel utilization is 90% and neighbouring traffic is heavy.
wifi_congestion
INC-002273
2026-01-18T08:45:00Z
voice_assistant
-63
39
70
0.42
1
0.771
Potential DNS security incident for voice assistant: anomalous query pattern and risk score 0.771.
dns_security_risk
INC-003983
2026-01-31T10:21:00Z
iot_sensor
-65
45
152
0.91
0
0.967
Potential DNS security incident for iot sensor: anomalous query pattern and risk score 0.967.
dns_security_risk
INC-005910
2026-02-15T03:33:00Z
laptop
-53
21
42
0.13
0
0.148
Routine health check for laptop: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-003351
2026-01-26T14:22:00Z
smartphone
-55
52
300
4.35
0
0.098
Network quality degradation for smartphone: elevated round-trip time and 4.35% packet loss despite an acceptable signal level.
high_latency
INC-000565
2026-01-05T07:41:00Z
gaming_console
-96
40
71
0
1
0.114
gaming console repeatedly disconnects with weak RSSI of -96 dBm while other network indicators remain mostly normal.
weak_signal
INC-004649
2026-02-05T12:19:00Z
security_camera
-59
37
118
0.83
0
0.889
Potential DNS security incident for security camera: anomalous query pattern and risk score 0.889.
dns_security_risk
INC-004536
2026-02-04T15:38:00Z
gaming_console
-40
34
27
0.96
0
0.177
Routine health check for gaming console: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-003339
2026-01-26T12:16:00Z
gaming_console
-55
75
419
12.97
1
0.185
gaming console reports latency of 419 ms and packet loss of 12.97%, causing slow or unstable application traffic.
high_latency
INC-005447
2026-02-11T14:38:00Z
gaming_console
-42
22
87
1.04
0
0.959
gaming console generated unusual DNS activity with risk score 0.959; review domains and resolver behaviour.
dns_security_risk
INC-001143
2026-01-09T17:36:00Z
security_camera
-60
75
701
21.11
0
0.199
Network quality degradation for security camera: elevated round-trip time and 21.11% packet loss despite an acceptable signal level.
high_latency
INC-000478
2026-01-04T15:45:00Z
tablet
-47
50
20
0.11
15
0.196
tablet failed to obtain or renew an IP address; 15 DHCP failures were observed recently.
dhcp_failure
INC-003702
2026-01-29T06:46:00Z
gaming_console
-62
15
43
0.15
0
0.024
Routine health check for gaming console: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-005799
2026-02-14T07:17:00Z
smartphone
-60
25
329
18.12
0
0.054
Network quality degradation for smartphone: elevated round-trip time and 18.12% packet loss despite an acceptable signal level.
high_latency
INC-003541
2026-01-28T01:12:00Z
laptop
-87
28
45
4.54
1
0.103
laptop repeatedly disconnects with weak RSSI of -87 dBm while other network indicators remain mostly normal.
weak_signal
INC-000219
2026-01-02T16:15:00Z
smart_tv
-40
56
715
13.61
0
0.181
Network quality degradation for smart tv: elevated round-trip time and 13.61% packet loss despite an acceptable signal level.
high_latency
INC-005599
2026-02-12T18:29:00Z
laptop
-85
52
18
1.24
0
0.015
Poor Wi-Fi coverage detected for laptop; signal strength is -85 dBm and the client appears far from the access point.
weak_signal
INC-005152
2026-02-09T08:34:00Z
laptop
-42
23
209
0.27
3
0.205
Address assignment problem for laptop: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-000234
2026-01-02T18:59:00Z
tablet
-40
21
13
1.08
0
0.168
Routine health check for tablet: stable connection, low DNS risk and normal DHCP behaviour.
healthy