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-000594
2026-01-05T12:54:00Z
smart_tv
-38
43
22
1.09
1
0.052
smart tv is connected normally with RSSI -38 dBm, latency 22 ms, channel utilization 43% and no material packet loss.
healthy
INC-003130
2026-01-24T21:56:00Z
iot_sensor
-48
48
74
0.51
9
0.189
Address assignment problem for iot sensor: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-003649
2026-01-28T21:07:00Z
gaming_console
-92
44
39
2.7
1
0.208
Poor Wi-Fi coverage detected for gaming console; signal strength is -92 dBm and the client appears far from the access point.
weak_signal
INC-000218
2026-01-02T16:07:00Z
iot_sensor
-54
93
71
1.41
0
0.127
Likely Wi-Fi congestion affecting iot sensor: busy channel at 93% utilization with intermittent retransmissions.
wifi_congestion
INC-002084
2026-01-16T22:05:00Z
iot_sensor
-60
85
94
4.13
0
0.151
iot sensor experiences reduced throughput while channel utilization is 85% and neighbouring traffic is heavy.
wifi_congestion
INC-005318
2026-02-10T15:05:00Z
smartphone
-61
88
35
3.62
1
0.138
smartphone experiences reduced throughput while channel utilization is 88% and neighbouring traffic is heavy.
wifi_congestion
INC-005013
2026-02-08T07:05:00Z
gaming_console
-63
74
786
18
1
0.055
Network quality degradation for gaming console: elevated round-trip time and 18.0% packet loss despite an acceptable signal level.
high_latency
INC-004139
2026-02-01T14:58:00Z
voice_assistant
-46
14
79
0.28
0
0.805
Potential DNS security incident for voice assistant: anomalous query pattern and risk score 0.805.
dns_security_risk
INC-000441
2026-01-04T08:56:00Z
security_camera
-64
39
767
7.85
0
0.137
security camera reports latency of 767 ms and packet loss of 7.85%, causing slow or unstable application traffic.
high_latency
INC-005813
2026-02-14T09:44:00Z
smartphone
-57
49
49
0.98
0
0.809
Potential DNS security incident for smartphone: anomalous query pattern and risk score 0.809.
dns_security_risk
INC-003100
2026-01-24T16:27:00Z
smart_tv
-38
15
124
1.2
8
0.182
Address assignment problem for smart tv: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-001833
2026-01-15T00:06:00Z
gaming_console
-39
47
317
21.87
0
0.133
gaming console reports latency of 317 ms and packet loss of 21.87%, causing slow or unstable application traffic.
high_latency
INC-002973
2026-01-23T17:03:00Z
voice_assistant
-62
41
420
14.88
1
0.063
voice assistant reports latency of 420 ms and packet loss of 14.88%, causing slow or unstable application traffic.
high_latency
INC-000096
2026-01-01T17:42:00Z
security_camera
-48
10
41
0.36
0
0.023
Routine health check for security camera: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-000224
2026-01-02T17:06:00Z
voice_assistant
-50
86
100
6.91
0
0.071
voice assistant experiences reduced throughput while channel utilization is 86% and neighbouring traffic is heavy.
wifi_congestion
INC-004014
2026-01-31T15:54:00Z
laptop
-52
50
24
0.92
1
0.074
laptop is connected normally with RSSI -52 dBm, latency 24 ms, channel utilization 50% and no material packet loss.
healthy
INC-005252
2026-02-10T02:58:00Z
laptop
-54
92
102
1.09
1
0.092
laptop experiences reduced throughput while channel utilization is 92% and neighbouring traffic is heavy.
wifi_congestion
INC-002078
2026-01-16T21:03:00Z
security_camera
-63
95
70
3.56
0
0.07
security camera experiences reduced throughput while channel utilization is 95% and neighbouring traffic is heavy.
wifi_congestion
INC-002605
2026-01-20T21:44:00Z
smartphone
-93
16
32
4.65
1
0.101
Poor Wi-Fi coverage detected for smartphone; signal strength is -93 dBm and the client appears far from the access point.
weak_signal
INC-000629
2026-01-05T19:27:00Z
laptop
-45
11
41
0.96
0
0.94
laptop generated unusual DNS activity with risk score 0.94; review domains and resolver behaviour.
dns_security_risk
INC-000123
2026-01-01T22:37:00Z
gaming_console
-36
40
799
7.71
0
0.182
gaming console reports latency of 799 ms and packet loss of 7.71%, causing slow or unstable application traffic.
high_latency
INC-001580
2026-01-13T01:50:00Z
security_camera
-61
87
93
6.83
0
0.161
Likely Wi-Fi congestion affecting security camera: busy channel at 87% utilization with intermittent retransmissions.
wifi_congestion
INC-000643
2026-01-05T22:00:00Z
security_camera
-78
12
56
4.85
1
0.134
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-002801
2026-01-22T09:38:00Z
security_camera
-40
29
61
1.14
0
0.937
security camera generated unusual DNS activity with risk score 0.937; review domains and resolver behaviour.
dns_security_risk
INC-000260
2026-01-02T23:40:00Z
tablet
-56
88
111
1.92
0
0.048
Likely Wi-Fi congestion affecting tablet: busy channel at 88% utilization with intermittent retransmissions.
wifi_congestion
INC-003033
2026-01-24T04:05:00Z
smartphone
-59
50
312
15.43
1
0.158
Network quality degradation for smartphone: elevated round-trip time and 15.43% packet loss despite an acceptable signal level.
high_latency
INC-005778
2026-02-14T03:26:00Z
tablet
-48
47
38
0.12
1
0.205
Routine health check for tablet: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-000020
2026-01-01T03:40:00Z
security_camera
-58
79
41
4.3
0
0.167
security camera experiences reduced throughput while channel utilization is 79% and neighbouring traffic is heavy.
wifi_congestion
INC-001259
2026-01-10T14:53:00Z
voice_assistant
-46
36
115
0.17
0
0.848
voice assistant generated unusual DNS activity with risk score 0.848; review domains and resolver behaviour.
dns_security_risk
INC-004942
2026-02-07T18:03:00Z
gaming_console
-39
24
71
0.63
10
0.185
Address assignment problem for gaming console: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-005575
2026-02-12T14:09:00Z
tablet
-82
44
34
0.4
0
0.165
Poor Wi-Fi coverage detected for tablet; signal strength is -82 dBm and the client appears far from the access point.
weak_signal
INC-002964
2026-01-23T15:27:00Z
security_camera
-44
17
30
1.07
1
0.072
Routine health check for security camera: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-001730
2026-01-14T05:16:00Z
smartphone
-41
83
104
4.36
0
0.106
Likely Wi-Fi congestion affecting smartphone: busy channel at 83% utilization with intermittent retransmissions.
wifi_congestion
INC-000012
2026-01-01T02:13:00Z
voice_assistant
-52
9
15
1.11
0
0.06
voice assistant is connected normally with RSSI -52 dBm, latency 15 ms, channel utilization 9% and no material packet loss.
healthy
INC-002790
2026-01-22T07:38:00Z
voice_assistant
-47
10
16
0.3
0
0.061
voice assistant is connected normally with RSSI -47 dBm, latency 16 ms, channel utilization 10% and no material packet loss.
healthy
INC-003819
2026-01-30T04:12:00Z
smartphone
-66
71
779
22.88
1
0.033
Network quality degradation for smartphone: elevated round-trip time and 22.88% packet loss despite an acceptable signal level.
high_latency
INC-005275
2026-02-10T07:15:00Z
tablet
-92
39
28
3.8
1
0.11
Poor Wi-Fi coverage detected for tablet; signal strength is -92 dBm and the client appears far from the access point.
weak_signal
INC-001191
2026-01-10T02:28:00Z
smart_tv
-58
54
537
18.12
0
0.053
smart tv reports latency of 537 ms and packet loss of 18.12%, causing slow or unstable application traffic.
high_latency
INC-001176
2026-01-09T23:43:00Z
tablet
-60
22
8
0.39
1
0.128
Routine health check for tablet: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-002050
2026-01-16T15:52:00Z
iot_sensor
-39
40
147
0.83
3
0.016
Address assignment problem for iot sensor: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-004018
2026-01-31T16:38:00Z
security_camera
-38
50
84
0.57
8
0.048
Address assignment problem for security camera: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-004815
2026-02-06T18:54:00Z
gaming_console
-64
26
460
19.59
0
0.174
gaming console reports latency of 460 ms and packet loss of 19.59%, causing slow or unstable application traffic.
high_latency
INC-000230
2026-01-02T18:13:00Z
gaming_console
-62
99
118
1.58
0
0.027
Likely Wi-Fi congestion affecting gaming console: busy channel at 99% utilization with intermittent retransmissions.
wifi_congestion
INC-001645
2026-01-13T13:42:00Z
smartphone
-86
11
65
2.76
1
0.202
smartphone repeatedly disconnects with weak RSSI of -86 dBm while other network indicators remain mostly normal.
weak_signal
INC-000928
2026-01-08T02:16:00Z
smart_tv
-62
47
50
2.07
14
0.019
Address assignment problem for smart tv: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-004717
2026-02-06T00:53:00Z
tablet
-80
34
46
4.78
0
0.125
Poor Wi-Fi coverage detected for tablet; signal strength is -80 dBm and the client appears far from the access point.
weak_signal
INC-004445
2026-02-03T23:01:00Z
smartphone
-40
37
131
1.17
0
0.899
Potential DNS security incident for smartphone: anomalous query pattern and risk score 0.899.
dns_security_risk
INC-004232
2026-02-02T07:56:00Z
gaming_console
-46
87
94
5.98
1
0.04
gaming console experiences reduced throughput while channel utilization is 87% and neighbouring traffic is heavy.
wifi_congestion
INC-000404
2026-01-04T02:10:00Z
smartphone
-66
86
83
5.88
1
0.048
smartphone experiences reduced throughput while channel utilization is 86% and neighbouring traffic is heavy.
wifi_congestion
INC-001548
2026-01-12T19:54:00Z
smart_tv
-61
52
45
0.14
0
0.083
smart tv is connected normally with RSSI -61 dBm, latency 45 ms, channel utilization 52% and no material packet loss.
healthy
INC-005653
2026-02-13T04:27:00Z
gaming_console
-91
19
29
4.82
0
0.153
gaming console repeatedly disconnects with weak RSSI of -91 dBm while other network indicators remain mostly normal.
weak_signal
INC-003590
2026-01-28T10:18:00Z
iot_sensor
-51
90
40
5.3
1
0.147
Likely Wi-Fi congestion affecting iot sensor: busy channel at 90% utilization with intermittent retransmissions.
wifi_congestion
INC-005934
2026-02-15T08:01:00Z
smart_tv
-59
50
42
1.08
0
0.137
Routine health check for smart tv: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-002453
2026-01-19T17:46:00Z
smart_tv
-56
50
37
0.99
0
0.817
Potential DNS security incident for smart tv: anomalous query pattern and risk score 0.817.
dns_security_risk
INC-002372
2026-01-19T02:59:00Z
iot_sensor
-41
87
118
2.64
0
0.091
Likely Wi-Fi congestion affecting iot sensor: busy channel at 87% utilization with intermittent retransmissions.
wifi_congestion
INC-001448
2026-01-12T01:30:00Z
security_camera
-69
100
156
0.88
0
0.113
security camera experiences reduced throughput while channel utilization is 100% and neighbouring traffic is heavy.
wifi_congestion
INC-003641
2026-01-28T19:37:00Z
security_camera
-47
27
123
0.4
1
0.902
Potential DNS security incident for security camera: anomalous query pattern and risk score 0.902.
dns_security_risk
INC-005762
2026-02-14T00:26:00Z
tablet
-56
91
89
6.71
0
0.206
Likely Wi-Fi congestion affecting tablet: busy channel at 91% utilization with intermittent retransmissions.
wifi_congestion
INC-001914
2026-01-15T14:57:00Z
smartphone
-45
29
45
0.72
0
0.134
smartphone is connected normally with RSSI -45 dBm, latency 45 ms, channel utilization 29% and no material packet loss.
healthy
INC-005784
2026-02-14T04:31:00Z
tablet
-66
11
36
0.26
0
0.218
tablet is connected normally with RSSI -66 dBm, latency 36 ms, channel utilization 11% and no material packet loss.
healthy
INC-002794
2026-01-22T08:15:00Z
smart_tv
-42
25
85
0.42
15
0.056
Address assignment problem for smart tv: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-004708
2026-02-05T23:11:00Z
smart_tv
-48
12
176
1.15
9
0.133
smart tv failed to obtain or renew an IP address; 9 DHCP failures were observed recently.
dhcp_failure
INC-001866
2026-01-15T06:15:00Z
smartphone
-60
25
30
0.51
0
0.177
Routine health check for smartphone: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-001215
2026-01-10T06:45:00Z
tablet
-42
53
759
14.82
0
0.038
Network quality degradation for tablet: elevated round-trip time and 14.82% packet loss despite an acceptable signal level.
high_latency
INC-005322
2026-02-10T15:47:00Z
gaming_console
-62
36
18
0.61
0
0.201
gaming console is connected normally with RSSI -62 dBm, latency 18 ms, channel utilization 36% and no material packet loss.
healthy
INC-004441
2026-02-03T22:11:00Z
tablet
-92
20
50
1.76
0
0.012
tablet repeatedly disconnects with weak RSSI of -92 dBm while other network indicators remain mostly normal.
weak_signal
INC-004643
2026-02-05T11:21:00Z
tablet
-39
10
62
0.13
1
0.918
tablet generated unusual DNS activity with risk score 0.918; review domains and resolver behaviour.
dns_security_risk
INC-001890
2026-01-15T10:34:00Z
smartphone
-55
17
41
0.2
1
0.126
Routine health check for smartphone: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-005339
2026-02-10T18:56:00Z
voice_assistant
-48
12
58
1.19
0
0.842
Potential DNS security incident for voice assistant: anomalous query pattern and risk score 0.842.
dns_security_risk
INC-005440
2026-02-11T13:29:00Z
voice_assistant
-53
34
119
0.08
13
0.16
voice assistant failed to obtain or renew an IP address; 13 DHCP failures were observed recently.
dhcp_failure
INC-000345
2026-01-03T15:18:00Z
smartphone
-64
72
227
9.4
1
0.123
Network quality degradation for smartphone: elevated round-trip time and 9.4% packet loss despite an acceptable signal level.
high_latency
INC-003485
2026-01-27T15:03:00Z
smart_tv
-67
28
48
1.1
0
0.877
Potential DNS security incident for smart tv: anomalous query pattern and risk score 0.877.
dns_security_risk
INC-001411
2026-01-11T18:50:00Z
tablet
-84
29
67
5.32
0
0.124
Poor Wi-Fi coverage detected for tablet; signal strength is -84 dBm and the client appears far from the access point.
weak_signal
INC-002701
2026-01-21T15:20:00Z
laptop
-79
8
46
1.26
0
0.075
Poor Wi-Fi coverage detected for laptop; signal strength is -79 dBm and the client appears far from the access point.
weak_signal
INC-001385
2026-01-11T13:58:00Z
security_camera
-59
41
127
0.21
0
0.873
Potential DNS security incident for security camera: anomalous query pattern and risk score 0.873.
dns_security_risk
INC-000939
2026-01-08T04:10:00Z
smartphone
-55
64
484
15.42
0
0.035
smartphone reports latency of 484 ms and packet loss of 15.42%, causing slow or unstable application traffic.
high_latency
INC-005590
2026-02-12T17:00:00Z
smart_tv
-44
47
122
1.12
7
0.015
Address assignment problem for smart tv: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-003323
2026-01-26T09:13:00Z
voice_assistant
-39
52
94
0.93
0
0.876
Potential DNS security incident for voice assistant: anomalous query pattern and risk score 0.876.
dns_security_risk
INC-005365
2026-02-10T23:41:00Z
iot_sensor
-94
29
14
5.49
0
0.127
Poor Wi-Fi coverage detected for iot sensor; signal strength is -94 dBm and the client appears far from the access point.
weak_signal
INC-000526
2026-01-05T00:32:00Z
tablet
-45
48
105
1.03
14
0.091
Address assignment problem for tablet: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-001846
2026-01-15T02:34:00Z
gaming_console
-40
16
180
1.16
7
0.159
Address assignment problem for gaming console: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-003973
2026-01-31T08:30:00Z
gaming_console
-87
9
59
2.72
1
0.14
gaming console repeatedly disconnects with weak RSSI of -87 dBm while other network indicators remain mostly normal.
weak_signal
INC-002012
2026-01-16T08:58:00Z
smartphone
-44
98
45
6.49
0
0.124
smartphone experiences reduced throughput while channel utilization is 98% and neighbouring traffic is heavy.
wifi_congestion
INC-002726
2026-01-21T19:46:00Z
iot_sensor
-65
84
70
4.25
0
0.026
iot sensor experiences reduced throughput while channel utilization is 84% and neighbouring traffic is heavy.
wifi_congestion
INC-001495
2026-01-12T10:13:00Z
smartphone
-79
15
39
1.56
0
0.058
Poor Wi-Fi coverage detected for smartphone; signal strength is -79 dBm and the client appears far from the access point.
weak_signal
INC-000499
2026-01-04T19:33:00Z
tablet
-91
12
72
1.23
0
0.172
tablet repeatedly disconnects with weak RSSI of -91 dBm while other network indicators remain mostly normal.
weak_signal
INC-003895
2026-01-30T18:15:00Z
voice_assistant
-79
38
57
2.74
0
0.122
voice assistant repeatedly disconnects with weak RSSI of -79 dBm while other network indicators remain mostly normal.
weak_signal
INC-004661
2026-02-05T14:36:00Z
laptop
-59
34
78
0.44
0
0.987
Potential DNS security incident for laptop: anomalous query pattern and risk score 0.987.
dns_security_risk
INC-001367
2026-01-11T10:47:00Z
voice_assistant
-47
23
15
0.17
0
0.986
Potential DNS security incident for voice assistant: anomalous query pattern and risk score 0.986.
dns_security_risk
INC-004882
2026-02-07T07:11:00Z
gaming_console
-63
12
28
1.15
3
0.179
Address assignment problem for gaming console: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-000753
2026-01-06T18:10:00Z
smart_tv
-64
75
524
19.29
0
0.147
smart tv reports latency of 524 ms and packet loss of 19.29%, causing slow or unstable application traffic.
high_latency
INC-004074
2026-02-01T03:02:00Z
smartphone
-50
27
64
0.22
0
0.04
Routine health check for smartphone: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-001773
2026-01-14T13:08:00Z
gaming_console
-45
35
337
11.64
0
0.144
gaming console reports latency of 337 ms and packet loss of 11.64%, causing slow or unstable application traffic.
high_latency
INC-004856
2026-02-07T02:16:00Z
smart_tv
-52
97
59
1.02
0
0.112
smart tv experiences reduced throughput while channel utilization is 97% and neighbouring traffic is heavy.
wifi_congestion
INC-002806
2026-01-22T10:30:00Z
gaming_console
-51
20
104
0.27
9
0.107
gaming console failed to obtain or renew an IP address; 9 DHCP failures were observed recently.
dhcp_failure
INC-005527
2026-02-12T05:26:00Z
tablet
-77
24
21
2.18
0
0.059
Poor Wi-Fi coverage detected for tablet; signal strength is -77 dBm and the client appears far from the access point.
weak_signal
INC-000586
2026-01-05T11:30:00Z
voice_assistant
-45
15
57
0.65
7
0.153
Address assignment problem for voice assistant: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-005484
2026-02-11T21:34:00Z
gaming_console
-38
32
36
1.2
0
0.14
gaming console is connected normally with RSSI -38 dBm, latency 36 ms, channel utilization 32% and no material packet loss.
healthy
INC-003525
2026-01-27T22:21:00Z
voice_assistant
-67
49
492
3.76
0
0.138
Network quality degradation for voice assistant: elevated round-trip time and 3.76% packet loss despite an acceptable signal level.
high_latency
INC-001574
2026-01-13T00:35:00Z
iot_sensor
-50
79
84
2.02
1
0.107
iot sensor experiences reduced throughput while channel utilization is 79% and neighbouring traffic is heavy.
wifi_congestion