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-004020
2026-01-31T17:07:00Z
gaming_console
-47
18
19
0.82
0
0.102
Routine health check for gaming console: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-004941
2026-02-07T17:58:00Z
voice_assistant
-47
69
222
17.74
0
0.028
Network quality degradation for voice assistant: elevated round-trip time and 17.74% packet loss despite an acceptable signal level.
high_latency
INC-003488
2026-01-27T15:38:00Z
iot_sensor
-43
79
92
5.52
0
0.055
Likely Wi-Fi congestion affecting iot sensor: busy channel at 79% utilization with intermittent retransmissions.
wifi_congestion
INC-002022
2026-01-16T10:45:00Z
iot_sensor
-39
27
16
1.04
1
0.181
Routine health check for iot sensor: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-000947
2026-01-08T05:42:00Z
laptop
-56
13
131
0.87
0
0.837
laptop generated unusual DNS activity with risk score 0.837; review domains and resolver behaviour.
dns_security_risk
INC-005875
2026-02-14T21:05:00Z
security_camera
-84
12
20
5
0
0.078
security camera repeatedly disconnects with weak RSSI of -84 dBm while other network indicators remain mostly normal.
weak_signal
INC-001153
2026-01-09T19:32:00Z
laptop
-92
50
42
3.47
0
0.071
laptop repeatedly disconnects with weak RSSI of -92 dBm while other network indicators remain mostly normal.
weak_signal
INC-001966
2026-01-16T00:31:00Z
smartphone
-63
20
64
1.17
7
0.207
smartphone failed to obtain or renew an IP address; 7 DHCP failures were observed recently.
dhcp_failure
INC-005360
2026-02-10T22:48:00Z
voice_assistant
-50
95
61
6.02
0
0.109
Likely Wi-Fi congestion affecting voice assistant: busy channel at 95% utilization with intermittent retransmissions.
wifi_congestion
INC-000991
2026-01-08T13:49:00Z
gaming_console
-88
29
56
1.51
0
0.029
gaming console repeatedly disconnects with weak RSSI of -88 dBm while other network indicators remain mostly normal.
weak_signal
INC-004927
2026-02-07T15:20:00Z
smart_tv
-86
27
16
5.32
0
0.149
smart tv repeatedly disconnects with weak RSSI of -86 dBm while other network indicators remain mostly normal.
weak_signal
INC-000480
2026-01-04T16:05:00Z
voice_assistant
-65
45
8
0.73
1
0.188
voice assistant is connected normally with RSSI -65 dBm, latency 8 ms, channel utilization 45% and no material packet loss.
healthy
INC-003229
2026-01-25T16:02:00Z
iot_sensor
-82
42
31
3.89
0
0.073
iot sensor repeatedly disconnects with weak RSSI of -82 dBm while other network indicators remain mostly normal.
weak_signal
INC-002613
2026-01-20T23:07:00Z
voice_assistant
-41
34
182
19.03
0
0.176
Network quality degradation for voice assistant: elevated round-trip time and 19.03% packet loss despite an acceptable signal level.
high_latency
INC-005807
2026-02-14T08:44:00Z
voice_assistant
-38
35
73
1.05
0
0.791
voice assistant generated unusual DNS activity with risk score 0.791; review domains and resolver behaviour.
dns_security_risk
INC-000913
2026-01-07T23:28:00Z
tablet
-77
32
40
0.99
1
0.157
Poor Wi-Fi coverage detected for tablet; signal strength is -77 dBm and the client appears far from the access point.
weak_signal
INC-000664
2026-01-06T01:48:00Z
voice_assistant
-55
19
22
0.15
10
0.207
voice assistant failed to obtain or renew an IP address; 10 DHCP failures were observed recently.
dhcp_failure
INC-002894
2026-01-23T02:35:00Z
gaming_console
-61
88
61
2.77
0
0.073
gaming console experiences reduced throughput while channel utilization is 88% and neighbouring traffic is heavy.
wifi_congestion
INC-005602
2026-02-12T19:09:00Z
laptop
-66
25
157
0.13
14
0.064
laptop failed to obtain or renew an IP address; 14 DHCP failures were observed recently.
dhcp_failure
INC-000029
2026-01-01T05:29:00Z
smartphone
-38
23
100
1.17
0
0.766
Potential DNS security incident for smartphone: anomalous query pattern and risk score 0.766.
dns_security_risk
INC-001771
2026-01-14T12:49:00Z
iot_sensor
-94
17
19
4
0
0.066
iot sensor repeatedly disconnects with weak RSSI of -94 dBm while other network indicators remain mostly normal.
weak_signal
INC-004531
2026-02-04T14:44:00Z
tablet
-94
3
96
1.08
0
0.146
tablet repeatedly disconnects with weak RSSI of -94 dBm while other network indicators remain mostly normal.
weak_signal
INC-005649
2026-02-13T03:39:00Z
tablet
-66
55
417
23.82
0
0.213
tablet reports latency of 417 ms and packet loss of 23.82%, causing slow or unstable application traffic.
high_latency
INC-005886
2026-02-14T23:08:00Z
gaming_console
-64
47
30
1.17
0
0.021
Routine health check for gaming console: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-002434
2026-01-19T14:14:00Z
laptop
-39
22
83
0.02
8
0.059
laptop failed to obtain or renew an IP address; 8 DHCP failures were observed recently.
dhcp_failure
INC-001610
2026-01-13T07:19:00Z
laptop
-54
86
37
4.2
0
0.079
Likely Wi-Fi congestion affecting laptop: busy channel at 86% utilization with intermittent retransmissions.
wifi_congestion
INC-001464
2026-01-12T04:31:00Z
laptop
-53
30
41
0.62
0
0.13
Routine health check for laptop: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-001334
2026-01-11T04:40:00Z
smart_tv
-57
79
111
0.82
1
0.108
smart tv experiences reduced throughput while channel utilization is 79% and neighbouring traffic is heavy.
wifi_congestion
INC-000706
2026-01-06T09:29:00Z
tablet
-62
24
138
0.61
13
0.016
Address assignment problem for tablet: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-002847
2026-01-22T18:04:00Z
gaming_console
-42
66
600
16.91
0
0.152
Network quality degradation for gaming console: elevated round-trip time and 16.91% packet loss despite an acceptable signal level.
high_latency
INC-004189
2026-02-02T00:02:00Z
voice_assistant
-88
24
52
0.43
0
0.015
voice assistant repeatedly disconnects with weak RSSI of -88 dBm while other network indicators remain mostly normal.
weak_signal
INC-004246
2026-02-02T10:29:00Z
smartphone
-59
20
137
1.04
15
0.153
Address assignment problem for smartphone: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-005994
2026-02-15T19:04:00Z
security_camera
-49
29
11
0.18
1
0.128
security camera is connected normally with RSSI -49 dBm, latency 11 ms, channel utilization 29% and no material packet loss.
healthy
INC-000628
2026-01-05T19:10:00Z
voice_assistant
-54
15
110
0.14
8
0.112
Address assignment problem for voice assistant: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-005745
2026-02-13T21:22:00Z
smart_tv
-38
65
614
21.54
0
0.181
smart tv reports latency of 614 ms and packet loss of 21.54%, causing slow or unstable application traffic.
high_latency
INC-005368
2026-02-11T00:18:00Z
tablet
-63
13
21
0.68
4
0.026
Address assignment problem for tablet: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-003154
2026-01-25T02:23:00Z
tablet
-43
15
163
0.45
11
0.123
tablet failed to obtain or renew an IP address; 11 DHCP failures were observed recently.
dhcp_failure
INC-004196
2026-02-02T01:26:00Z
smartphone
-56
87
98
3.34
0
0.124
Likely Wi-Fi congestion affecting smartphone: busy channel at 87% utilization with intermittent retransmissions.
wifi_congestion
INC-000696
2026-01-06T07:46:00Z
tablet
-53
43
9
0.45
0
0.074
Routine health check for tablet: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-000109
2026-01-01T20:03:00Z
iot_sensor
-76
10
62
3.32
0
0.191
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-004408
2026-02-03T16:09:00Z
gaming_console
-60
21
86
0
12
0.038
gaming console failed to obtain or renew an IP address; 12 DHCP failures were observed recently.
dhcp_failure
INC-002631
2026-01-21T02:28:00Z
laptop
-44
62
711
18.78
0
0.065
laptop reports latency of 711 ms and packet loss of 18.78%, causing slow or unstable application traffic.
high_latency
INC-002009
2026-01-16T08:22:00Z
iot_sensor
-50
21
92
0.16
0
0.845
iot sensor generated unusual DNS activity with risk score 0.845; review domains and resolver behaviour.
dns_security_risk
INC-002064
2026-01-16T18:25:00Z
laptop
-67
45
16
0
0
0.175
laptop is connected normally with RSSI -67 dBm, latency 16 ms, channel utilization 45% and no material packet loss.
healthy
INC-003567
2026-01-28T06:06:00Z
voice_assistant
-39
52
527
18.82
1
0.102
voice assistant reports latency of 527 ms and packet loss of 18.82%, causing slow or unstable application traffic.
high_latency
INC-005691
2026-02-13T11:31:00Z
smartphone
-38
80
221
8.43
0
0.045
smartphone reports latency of 221 ms and packet loss of 8.43%, causing slow or unstable application traffic.
high_latency
INC-002382
2026-01-19T04:42:00Z
voice_assistant
-54
40
36
1.09
0
0.025
Routine health check for voice assistant: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-004820
2026-02-06T19:48:00Z
smart_tv
-54
95
88
6.42
1
0.184
smart tv experiences reduced throughput while channel utilization is 95% and neighbouring traffic is heavy.
wifi_congestion
INC-002796
2026-01-22T08:39:00Z
tablet
-59
49
35
0.32
1
0.191
tablet is connected normally with RSSI -59 dBm, latency 35 ms, channel utilization 49% and no material packet loss.
healthy
INC-000815
2026-01-07T05:32:00Z
security_camera
-55
47
34
0.26
0
0.984
Potential DNS security incident for security camera: anomalous query pattern and risk score 0.984.
dns_security_risk
INC-005195
2026-02-09T16:29:00Z
laptop
-60
9
105
0.09
0
0.9
laptop generated unusual DNS activity with risk score 0.9; review domains and resolver behaviour.
dns_security_risk
INC-000529
2026-01-05T01:04:00Z
laptop
-79
21
29
4.24
0
0.123
Poor Wi-Fi coverage detected for laptop; signal strength is -79 dBm and the client appears far from the access point.
weak_signal
INC-004861
2026-02-07T03:15:00Z
tablet
-84
51
58
3.22
0
0.119
tablet repeatedly disconnects with weak RSSI of -84 dBm while other network indicators remain mostly normal.
weak_signal
INC-000119
2026-01-01T21:52:00Z
iot_sensor
-46
22
104
0.83
0
0.857
Potential DNS security incident for iot sensor: anomalous query pattern and risk score 0.857.
dns_security_risk
INC-000778
2026-01-06T22:46:00Z
security_camera
-52
50
52
0.14
15
0.126
Address assignment problem for security camera: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-000006
2026-01-01T01:09:00Z
security_camera
-62
37
32
0.32
0
0.154
security camera is connected normally with RSSI -62 dBm, latency 32 ms, channel utilization 37% and no material packet loss.
healthy
INC-005098
2026-02-08T22:38:00Z
laptop
-51
33
134
0.49
5
0.093
Address assignment problem for laptop: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-004792
2026-02-06T14:38:00Z
voice_assistant
-60
45
25
1.14
12
0.125
Address assignment problem for voice assistant: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-002545
2026-01-20T10:41:00Z
iot_sensor
-79
40
49
2.52
0
0.204
iot sensor repeatedly disconnects with weak RSSI of -79 dBm while other network indicators remain mostly normal.
weak_signal
INC-004442
2026-02-03T22:26:00Z
smart_tv
-52
87
79
1.16
0
0.148
smart tv experiences reduced throughput while channel utilization is 87% and neighbouring traffic is heavy.
wifi_congestion
INC-005937
2026-02-15T08:32:00Z
tablet
-61
52
211
23.54
0
0.112
tablet reports latency of 211 ms and packet loss of 23.54%, causing slow or unstable application traffic.
high_latency
INC-002999
2026-01-23T21:53:00Z
security_camera
-55
34
101
0.81
0
0.875
security camera generated unusual DNS activity with risk score 0.875; review domains and resolver behaviour.
dns_security_risk
INC-004537
2026-02-04T15:47:00Z
gaming_console
-90
41
26
4.38
1
0.131
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-004468
2026-02-04T03:11:00Z
laptop
-47
30
70
0.25
5
0.123
Address assignment problem for laptop: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-002649
2026-01-21T05:47:00Z
security_camera
-50
44
589
10.65
0
0.096
Network quality degradation for security camera: elevated round-trip time and 10.65% packet loss despite an acceptable signal level.
high_latency
INC-004193
2026-02-02T00:49:00Z
smartphone
-52
26
103
0.19
0
0.844
Potential DNS security incident for smartphone: anomalous query pattern and risk score 0.844.
dns_security_risk
INC-003621
2026-01-28T15:59:00Z
tablet
-46
61
660
10.85
1
0.013
tablet reports latency of 660 ms and packet loss of 10.85%, causing slow or unstable application traffic.
high_latency
INC-000153
2026-01-02T04:12:00Z
voice_assistant
-66
57
435
4.54
0
0.086
Network quality degradation for voice assistant: elevated round-trip time and 4.54% packet loss despite an acceptable signal level.
high_latency
INC-004612
2026-02-05T05:32:00Z
iot_sensor
-43
10
81
0.56
3
0.035
Address assignment problem for iot sensor: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-000944
2026-01-08T05:13:00Z
smartphone
-58
84
105
5.95
0
0.04
smartphone experiences reduced throughput while channel utilization is 84% and neighbouring traffic is heavy.
wifi_congestion
INC-003394
2026-01-26T22:14:00Z
smart_tv
-66
27
170
0.66
11
0.209
Address assignment problem for smart tv: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-005124
2026-02-09T03:26:00Z
iot_sensor
-40
14
26
0.9
1
0.058
iot sensor is connected normally with RSSI -40 dBm, latency 26 ms, channel utilization 14% and no material packet loss.
healthy
INC-000995
2026-01-08T14:31:00Z
gaming_console
-44
31
74
0.58
1
0.983
gaming console generated unusual DNS activity with risk score 0.983; review domains and resolver behaviour.
dns_security_risk
INC-003157
2026-01-25T02:54:00Z
gaming_console
-78
31
42
2.93
0
0.215
Poor Wi-Fi coverage detected for gaming console; signal strength is -78 dBm and the client appears far from the access point.
weak_signal
INC-000383
2026-01-03T22:20:00Z
gaming_console
-55
22
143
0.15
1
0.884
gaming console generated unusual DNS activity with risk score 0.884; review domains and resolver behaviour.
dns_security_risk
INC-000524
2026-01-05T00:04:00Z
tablet
-60
82
80
2.42
1
0.209
tablet experiences reduced throughput while channel utilization is 82% and neighbouring traffic is heavy.
wifi_congestion
INC-000892
2026-01-07T19:32:00Z
smart_tv
-45
21
59
0.17
13
0.039
Address assignment problem for smart tv: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-000836
2026-01-07T09:18:00Z
tablet
-54
88
49
6.52
1
0.12
Likely Wi-Fi congestion affecting tablet: busy channel at 88% utilization with intermittent retransmissions.
wifi_congestion
INC-003017
2026-01-24T01:08:00Z
laptop
-62
6
55
1.74
0
0.923
laptop generated unusual DNS activity with risk score 0.923; review domains and resolver behaviour.
dns_security_risk
INC-001198
2026-01-10T03:42:00Z
tablet
-42
8
145
1.05
14
0.127
tablet failed to obtain or renew an IP address; 14 DHCP failures were observed recently.
dhcp_failure
INC-002232
2026-01-18T01:22:00Z
gaming_console
-55
22
54
0.42
0
0.119
gaming console is connected normally with RSSI -55 dBm, latency 54 ms, channel utilization 22% and no material packet loss.
healthy
INC-000869
2026-01-07T15:20:00Z
security_camera
-65
25
41
0.2
0
0.893
security camera generated unusual DNS activity with risk score 0.893; review domains and resolver behaviour.
dns_security_risk
INC-005914
2026-02-15T04:14:00Z
tablet
-45
21
160
0.47
8
0.159
Address assignment problem for tablet: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-005236
2026-02-09T23:59:00Z
tablet
-43
45
124
0.01
8
0.103
tablet failed to obtain or renew an IP address; 8 DHCP failures were observed recently.
dhcp_failure
INC-002950
2026-01-23T12:59:00Z
laptop
-43
42
112
0.29
3
0.161
Address assignment problem for laptop: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-000712
2026-01-06T10:40:00Z
smartphone
-44
18
163
0.5
8
0.181
smartphone failed to obtain or renew an IP address; 8 DHCP failures were observed recently.
dhcp_failure
INC-005547
2026-02-12T09:05:00Z
smart_tv
-46
66
795
7.46
1
0.069
Network quality degradation for smart tv: elevated round-trip time and 7.46% packet loss despite an acceptable signal level.
high_latency
INC-001196
2026-01-10T03:25:00Z
smart_tv
-40
92
143
2.48
0
0.055
smart tv experiences reduced throughput while channel utilization is 92% and neighbouring traffic is heavy.
wifi_congestion
INC-002298
2026-01-18T13:22:00Z
security_camera
-58
42
44
0.11
0
0.164
security camera is connected normally with RSSI -58 dBm, latency 44 ms, channel utilization 42% and no material packet loss.
healthy
INC-003215
2026-01-25T13:26:00Z
tablet
-44
27
122
0.81
0
0.834
tablet generated unusual DNS activity with risk score 0.834; review domains and resolver behaviour.
dns_security_risk
INC-000595
2026-01-05T13:15:00Z
iot_sensor
-76
35
31
0.47
0
0.046
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-002430
2026-01-19T13:35:00Z
laptop
-40
49
27
0.36
1
0.116
Routine health check for laptop: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-003657
2026-01-28T22:36:00Z
smart_tv
-57
82
680
4.48
0
0.21
smart tv reports latency of 680 ms and packet loss of 4.48%, causing slow or unstable application traffic.
high_latency
INC-005737
2026-02-13T19:55:00Z
security_camera
-87
48
37
3.38
0
0.029
Poor Wi-Fi coverage detected for security camera; signal strength is -87 dBm and the client appears far from the access point.
weak_signal
INC-000911
2026-01-07T23:09:00Z
laptop
-54
46
25
1.07
1
0.822
Potential DNS security incident for laptop: anomalous query pattern and risk score 0.822.
dns_security_risk
INC-000309
2026-01-03T08:41:00Z
laptop
-42
47
675
23.44
0
0.173
Network quality degradation for laptop: elevated round-trip time and 23.44% packet loss despite an acceptable signal level.
high_latency
INC-005636
2026-02-13T01:17:00Z
gaming_console
-49
95
98
3.58
0
0.075
gaming console experiences reduced throughput while channel utilization is 95% and neighbouring traffic is heavy.
wifi_congestion
INC-000525
2026-01-05T00:20:00Z
tablet
-46
80
614
19.21
0
0.215
tablet reports latency of 614 ms and packet loss of 19.21%, causing slow or unstable application traffic.
high_latency
INC-005589
2026-02-12T16:39:00Z
security_camera
-64
71
704
10.84
0
0.184
security camera reports latency of 704 ms and packet loss of 10.84%, causing slow or unstable application traffic.
high_latency
INC-000750
2026-01-06T17:33:00Z
smart_tv
-40
27
37
0.79
0
0.103
smart tv is connected normally with RSSI -40 dBm, latency 37 ms, channel utilization 27% and no material packet loss.
healthy