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-004926
2026-02-07T15:06:00Z
tablet
-39
51
39
0.87
0
0.044
tablet is connected normally with RSSI -39 dBm, latency 39 ms, channel utilization 51% and no material packet loss.
healthy
INC-000601
2026-01-05T14:15:00Z
smartphone
-90
18
45
2.02
0
0.194
smartphone repeatedly disconnects with weak RSSI of -90 dBm while other network indicators remain mostly normal.
weak_signal
INC-002155
2026-01-17T11:12:00Z
iot_sensor
-77
31
38
1.75
0
0.075
iot sensor repeatedly disconnects with weak RSSI of -77 dBm while other network indicators remain mostly normal.
weak_signal
INC-002036
2026-01-16T13:18:00Z
security_camera
-61
79
75
2.01
0
0.068
security camera experiences reduced throughput while channel utilization is 79% and neighbouring traffic is heavy.
wifi_congestion
INC-001234
2026-01-10T10:22:00Z
laptop
-57
47
174
0.34
12
0.058
Address assignment problem for laptop: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-001320
2026-01-11T02:00:00Z
smartphone
-67
14
44
0.03
0
0.05
smartphone is connected normally with RSSI -67 dBm, latency 44 ms, channel utilization 14% and no material packet loss.
healthy
INC-001781
2026-01-14T14:33:00Z
smartphone
-41
37
114
0.47
0
0.955
Potential DNS security incident for smartphone: anomalous query pattern and risk score 0.955.
dns_security_risk
INC-003032
2026-01-24T03:58:00Z
iot_sensor
-46
99
84
6.38
0
0.079
iot sensor experiences reduced throughput while channel utilization is 99% and neighbouring traffic is heavy.
wifi_congestion
INC-004411
2026-02-03T16:51:00Z
smart_tv
-85
23
71
0.75
1
0.084
Poor Wi-Fi coverage detected for smart tv; signal strength is -85 dBm and the client appears far from the access point.
weak_signal
INC-001083
2026-01-09T06:41:00Z
security_camera
-43
58
295
14.82
0
0.12
Network quality degradation for security camera: elevated round-trip time and 14.82% packet loss despite an acceptable signal level.
high_latency
INC-005101
2026-02-08T23:13:00Z
voice_assistant
-81
33
21
1.93
1
0.067
Poor Wi-Fi coverage detected for voice assistant; signal strength is -81 dBm and the client appears far from the access point.
weak_signal
INC-004553
2026-02-04T18:47:00Z
voice_assistant
-62
46
113
0.86
0
0.941
Potential DNS security incident for voice assistant: anomalous query pattern and risk score 0.941.
dns_security_risk
INC-000063
2026-01-01T11:39:00Z
smart_tv
-60
75
379
22.4
1
0.025
smart tv reports latency of 379 ms and packet loss of 22.4%, causing slow or unstable application traffic.
high_latency
INC-005509
2026-02-12T02:09:00Z
tablet
-92
20
28
3.97
0
0.038
Poor Wi-Fi coverage detected for tablet; signal strength is -92 dBm and the client appears far from the access point.
weak_signal
INC-005819
2026-02-14T10:52:00Z
gaming_console
-64
20
34
0.17
0
0.799
Potential DNS security incident for gaming console: anomalous query pattern and risk score 0.799.
dns_security_risk
INC-005651
2026-02-13T04:10:00Z
tablet
-47
36
160
0.83
0
0.976
tablet generated unusual DNS activity with risk score 0.976; review domains and resolver behaviour.
dns_security_risk
INC-005019
2026-02-08T08:12:00Z
voice_assistant
-59
45
312
21.11
0
0.109
Network quality degradation for voice assistant: elevated round-trip time and 21.11% packet loss despite an acceptable signal level.
high_latency
INC-001456
2026-01-12T03:06:00Z
smart_tv
-57
23
175
0.38
12
0.019
Address assignment problem for smart tv: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-002574
2026-01-20T16:02:00Z
voice_assistant
-52
58
66
1.14
1
0.176
voice assistant is connected normally with RSSI -52 dBm, latency 66 ms, channel utilization 58% and no material packet loss.
healthy
INC-003697
2026-01-29T05:57:00Z
iot_sensor
-78
27
46
3.53
0
0.045
iot sensor repeatedly disconnects with weak RSSI of -78 dBm while other network indicators remain mostly normal.
weak_signal
INC-002393
2026-01-19T06:44:00Z
voice_assistant
-53
10
134
0.68
1
0.811
Potential DNS security incident for voice assistant: anomalous query pattern and risk score 0.811.
dns_security_risk
INC-005186
2026-02-09T14:51:00Z
voice_assistant
-56
86
97
3.31
0
0.193
Likely Wi-Fi congestion affecting voice assistant: busy channel at 86% utilization with intermittent retransmissions.
wifi_congestion
INC-002334
2026-01-18T19:54:00Z
smart_tv
-48
35
39
1.03
1
0.143
smart tv is connected normally with RSSI -48 dBm, latency 39 ms, channel utilization 35% and no material packet loss.
healthy
INC-001636
2026-01-13T12:05:00Z
iot_sensor
-42
42
165
0.04
5
0.159
Address assignment problem for iot sensor: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-002564
2026-01-20T14:12:00Z
security_camera
-47
79
75
2.36
0
0.105
Likely Wi-Fi congestion affecting security camera: busy channel at 79% utilization with intermittent retransmissions.
wifi_congestion
INC-004034
2026-01-31T19:35:00Z
laptop
-42
93
118
3.28
0
0.101
laptop experiences reduced throughput while channel utilization is 93% and neighbouring traffic is heavy.
wifi_congestion
INC-001049
2026-01-09T00:25:00Z
voice_assistant
-63
27
115
0.87
0
0.858
voice assistant generated unusual DNS activity with risk score 0.858; review domains and resolver behaviour.
dns_security_risk
INC-001987
2026-01-16T04:26:00Z
gaming_console
-81
44
35
4.16
0
0.045
Poor Wi-Fi coverage detected for gaming console; signal strength is -81 dBm and the client appears far from the access point.
weak_signal
INC-005760
2026-02-14T00:08:00Z
laptop
-57
12
42
0.99
0
0.208
Routine health check for laptop: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-005466
2026-02-11T18:06:00Z
tablet
-63
28
20
0.3
0
0.075
Routine health check for tablet: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-001472
2026-01-12T05:56:00Z
tablet
-67
89
109
5.44
1
0.04
Likely Wi-Fi congestion affecting tablet: busy channel at 89% utilization with intermittent retransmissions.
wifi_congestion
INC-001459
2026-01-12T03:38:00Z
tablet
-81
25
34
1.48
0
0.17
Poor Wi-Fi coverage detected for tablet; signal strength is -81 dBm and the client appears far from the access point.
weak_signal
INC-005743
2026-02-13T20:59:00Z
gaming_console
-93
36
27
3.12
0
0.133
gaming console repeatedly disconnects with weak RSSI of -93 dBm while other network indicators remain mostly normal.
weak_signal
INC-004984
2026-02-08T01:50:00Z
voice_assistant
-39
17
26
0.62
9
0.075
Address assignment problem for voice assistant: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-003750
2026-01-29T15:31:00Z
gaming_console
-41
28
30
0.95
1
0.193
gaming console is connected normally with RSSI -41 dBm, latency 30 ms, channel utilization 28% and no material packet loss.
healthy
INC-004277
2026-02-02T16:14:00Z
voice_assistant
-48
18
117
0.37
0
0.764
Potential DNS security incident for voice assistant: anomalous query pattern and risk score 0.764.
dns_security_risk
INC-004618
2026-02-05T06:41:00Z
voice_assistant
-40
50
62
0.83
15
0.111
voice assistant failed to obtain or renew an IP address; 15 DHCP failures were observed recently.
dhcp_failure
INC-002917
2026-01-23T06:53:00Z
smartphone
-94
23
34
1.15
0
0.206
Poor Wi-Fi coverage detected for smartphone; signal strength is -94 dBm and the client appears far from the access point.
weak_signal
INC-000084
2026-01-01T15:34:00Z
tablet
-41
26
22
0.73
0
0.056
Routine health check for tablet: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-002543
2026-01-20T10:19:00Z
smartphone
-55
48
105
0.34
0
0.864
smartphone generated unusual DNS activity with risk score 0.864; review domains and resolver behaviour.
dns_security_risk
INC-000068
2026-01-01T12:35:00Z
voice_assistant
-54
100
98
2.37
0
0.079
voice assistant experiences reduced throughput while channel utilization is 100% and neighbouring traffic is heavy.
wifi_congestion
INC-005763
2026-02-14T00:43:00Z
smartphone
-52
48
204
6.69
0
0.12
smartphone reports latency of 204 ms and packet loss of 6.69%, causing slow or unstable application traffic.
high_latency
INC-002041
2026-01-16T14:15:00Z
gaming_console
-80
11
75
3.59
0
0.102
gaming console repeatedly disconnects with weak RSSI of -80 dBm while other network indicators remain mostly normal.
weak_signal
INC-005235
2026-02-09T23:52:00Z
tablet
-59
46
520
6.15
1
0.066
tablet reports latency of 520 ms and packet loss of 6.15%, causing slow or unstable application traffic.
high_latency
INC-002760
2026-01-22T02:02:00Z
laptop
-46
31
22
0.27
0
0.196
Routine health check for laptop: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-000738
2026-01-06T15:24:00Z
tablet
-55
47
13
0.42
1
0.217
tablet is connected normally with RSSI -55 dBm, latency 13 ms, channel utilization 47% and no material packet loss.
healthy
INC-005258
2026-02-10T04:06:00Z
iot_sensor
-57
93
37
6.85
0
0.127
Likely Wi-Fi congestion affecting iot sensor: busy channel at 93% utilization with intermittent retransmissions.
wifi_congestion
INC-005992
2026-02-15T18:42:00Z
voice_assistant
-46
31
136
0.41
5
0.139
voice assistant failed to obtain or renew an IP address; 5 DHCP failures were observed recently.
dhcp_failure
INC-005923
2026-02-15T05:53:00Z
security_camera
-88
50
57
2.74
0
0.052
Poor Wi-Fi coverage detected for security camera; signal strength is -88 dBm and the client appears far from the access point.
weak_signal
INC-002771
2026-01-22T04:02:00Z
laptop
-62
20
85
0.78
0
0.838
laptop generated unusual DNS activity with risk score 0.838; review domains and resolver behaviour.
dns_security_risk
INC-005482
2026-02-11T21:02:00Z
laptop
-65
35
129
0.44
13
0.092
laptop failed to obtain or renew an IP address; 13 DHCP failures were observed recently.
dhcp_failure
INC-004621
2026-02-05T07:11:00Z
iot_sensor
-88
49
44
2.99
0
0.141
Poor Wi-Fi coverage detected for iot sensor; signal strength is -88 dBm and the client appears far from the access point.
weak_signal
INC-003713
2026-01-29T08:50:00Z
security_camera
-60
50
53
0.04
1
0.773
security camera generated unusual DNS activity with risk score 0.773; review domains and resolver behaviour.
dns_security_risk
INC-000270
2026-01-03T01:36:00Z
laptop
-44
8
11
0.46
1
0.214
Routine health check for laptop: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-001307
2026-01-10T23:43:00Z
security_camera
-40
48
77
0.25
0
0.913
Potential DNS security incident for security camera: anomalous query pattern and risk score 0.913.
dns_security_risk
INC-004401
2026-02-03T14:52:00Z
security_camera
-40
49
386
21.29
0
0.063
security camera reports latency of 386 ms and packet loss of 21.29%, causing slow or unstable application traffic.
high_latency
INC-003780
2026-01-29T21:01:00Z
smart_tv
-42
29
33
0.07
0
0.218
Routine health check for smart tv: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-000177
2026-01-02T08:27:00Z
smart_tv
-58
34
393
12.67
1
0.183
smart tv reports latency of 393 ms and packet loss of 12.67%, causing slow or unstable application traffic.
high_latency
INC-002855
2026-01-22T19:30:00Z
iot_sensor
-66
40
47
0.88
1
0.844
Potential DNS security incident for iot sensor: anomalous query pattern and risk score 0.844.
dns_security_risk
INC-002781
2026-01-22T05:52:00Z
security_camera
-51
36
376
11.13
1
0.107
Network quality degradation for security camera: elevated round-trip time and 11.13% packet loss despite an acceptable signal level.
high_latency
INC-003405
2026-01-27T00:25:00Z
gaming_console
-53
52
247
10.77
0
0.065
Network quality degradation for gaming console: elevated round-trip time and 10.77% packet loss despite an acceptable signal level.
high_latency
INC-001692
2026-01-13T22:18:00Z
iot_sensor
-58
14
43
0.31
0
0.183
Routine health check for iot sensor: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-002149
2026-01-17T10:00:00Z
smart_tv
-91
52
47
2.91
0
0.098
smart tv repeatedly disconnects with weak RSSI of -91 dBm while other network indicators remain mostly normal.
weak_signal
INC-000488
2026-01-04T17:28:00Z
voice_assistant
-54
97
130
2.48
0
0.156
Likely Wi-Fi congestion affecting voice assistant: busy channel at 97% utilization with intermittent retransmissions.
wifi_congestion
INC-003060
2026-01-24T09:01:00Z
tablet
-44
28
17
0.22
1
0.165
tablet is connected normally with RSSI -44 dBm, latency 17 ms, channel utilization 28% and no material packet loss.
healthy
INC-000637
2026-01-05T20:55:00Z
tablet
-77
30
54
2.39
0
0.028
tablet repeatedly disconnects with weak RSSI of -77 dBm while other network indicators remain mostly normal.
weak_signal
INC-002253
2026-01-18T05:06:00Z
security_camera
-57
27
747
23.79
0
0.167
security camera reports latency of 747 ms and packet loss of 23.79%, causing slow or unstable application traffic.
high_latency
INC-004090
2026-02-01T05:58:00Z
laptop
-65
39
59
0.31
3
0.069
Address assignment problem for laptop: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-002819
2026-01-22T12:57:00Z
voice_assistant
-49
10
99
0.06
0
0.927
Potential DNS security incident for voice assistant: anomalous query pattern and risk score 0.927.
dns_security_risk
INC-000352
2026-01-03T16:34:00Z
gaming_console
-50
42
170
0.78
6
0.087
Address assignment problem for gaming console: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-001543
2026-01-12T18:54:00Z
smart_tv
-90
24
47
2.71
1
0.153
Poor Wi-Fi coverage detected for smart tv; signal strength is -90 dBm and the client appears far from the access point.
weak_signal
INC-001546
2026-01-12T19:31:00Z
tablet
-58
10
138
0.12
5
0.158
tablet failed to obtain or renew an IP address; 5 DHCP failures were observed recently.
dhcp_failure
INC-003698
2026-01-29T06:04:00Z
iot_sensor
-43
87
111
5.34
0
0.107
iot sensor experiences reduced throughput while channel utilization is 87% and neighbouring traffic is heavy.
wifi_congestion
INC-005129
2026-02-09T04:25:00Z
smartphone
-51
13
73
1.12
0
0.765
Potential DNS security incident for smartphone: anomalous query pattern and risk score 0.765.
dns_security_risk
INC-000614
2026-01-05T16:42:00Z
tablet
-54
87
66
3.9
0
0.154
tablet experiences reduced throughput while channel utilization is 87% and neighbouring traffic is heavy.
wifi_congestion
INC-001306
2026-01-10T23:33:00Z
laptop
-57
21
125
0.17
8
0.192
Address assignment problem for laptop: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-001831
2026-01-14T23:41:00Z
voice_assistant
-94
36
34
4.22
1
0.073
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-004141
2026-02-01T15:14:00Z
smartphone
-91
17
44
1.38
0
0.038
smartphone repeatedly disconnects with weak RSSI of -91 dBm while other network indicators remain mostly normal.
weak_signal
INC-005277
2026-02-10T07:28:00Z
gaming_console
-41
34
822
18.4
0
0.183
gaming console reports latency of 822 ms and packet loss of 18.4%, causing slow or unstable application traffic.
high_latency
INC-005604
2026-02-12T19:31:00Z
laptop
-41
18
37
0.4
0
0.212
Routine health check for laptop: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-002347
2026-01-18T22:24:00Z
voice_assistant
-79
24
33
0.89
0
0.146
Poor Wi-Fi coverage detected for voice assistant; signal strength is -79 dBm and the client appears far from the access point.
weak_signal
INC-005465
2026-02-11T18:04:00Z
laptop
-39
17
39
0.98
0
0.922
Potential DNS security incident for laptop: anomalous query pattern and risk score 0.922.
dns_security_risk
INC-005913
2026-02-15T04:13:00Z
gaming_console
-66
75
725
3.43
0
0.058
Network quality degradation for gaming console: elevated round-trip time and 3.43% packet loss despite an acceptable signal level.
high_latency
INC-000457
2026-01-04T11:56:00Z
tablet
-94
19
51
3.59
0
0.01
tablet repeatedly disconnects with weak RSSI of -94 dBm while other network indicators remain mostly normal.
weak_signal
INC-004988
2026-02-08T02:28:00Z
laptop
-66
85
62
2.56
0
0.016
Likely Wi-Fi congestion affecting laptop: busy channel at 85% utilization with intermittent retransmissions.
wifi_congestion
INC-002756
2026-01-22T01:22:00Z
voice_assistant
-45
93
75
1.85
0
0.022
voice assistant experiences reduced throughput while channel utilization is 93% and neighbouring traffic is heavy.
wifi_congestion
INC-003834
2026-01-30T07:01:00Z
iot_sensor
-59
38
12
1.19
1
0.156
iot sensor is connected normally with RSSI -59 dBm, latency 12 ms, channel utilization 38% and no material packet loss.
healthy
INC-003218
2026-01-25T14:06:00Z
security_camera
-51
88
124
0.89
0
0.064
Likely Wi-Fi congestion affecting security camera: busy channel at 88% utilization with intermittent retransmissions.
wifi_congestion
INC-002632
2026-01-21T02:32:00Z
iot_sensor
-50
34
49
0.22
5
0.071
iot sensor failed to obtain or renew an IP address; 5 DHCP failures were observed recently.
dhcp_failure
INC-000880
2026-01-07T17:28:00Z
smart_tv
-60
44
47
0.43
9
0.051
Address assignment problem for smart tv: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-005449
2026-02-11T14:59:00Z
iot_sensor
-80
34
48
4.69
0
0.059
iot sensor repeatedly disconnects with weak RSSI of -80 dBm while other network indicators remain mostly normal.
weak_signal
INC-003879
2026-01-30T15:19:00Z
smart_tv
-67
59
607
14.3
0
0.205
Network quality degradation for smart tv: elevated round-trip time and 14.3% packet loss despite an acceptable signal level.
high_latency
INC-002940
2026-01-23T11:02:00Z
smart_tv
-43
18
63
0.97
0
0.214
smart tv is connected normally with RSSI -43 dBm, latency 63 ms, channel utilization 18% and no material packet loss.
healthy
INC-003760
2026-01-29T17:28:00Z
tablet
-55
8
140
0.61
3
0.136
Address assignment problem for tablet: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-002241
2026-01-18T02:54:00Z
iot_sensor
-39
32
555
20.03
0
0.158
Network quality degradation for iot sensor: elevated round-trip time and 20.03% packet loss despite an acceptable signal level.
high_latency
INC-005902
2026-02-15T02:06:00Z
gaming_console
-50
44
46
1.03
3
0.036
gaming console failed to obtain or renew an IP address; 3 DHCP failures were observed recently.
dhcp_failure
INC-004215
2026-02-02T04:46:00Z
iot_sensor
-56
67
879
21.24
1
0.128
Network quality degradation for iot sensor: elevated round-trip time and 21.24% packet loss despite an acceptable signal level.
high_latency
INC-003476
2026-01-27T13:21:00Z
tablet
-49
99
44
1.33
0
0.099
tablet experiences reduced throughput while channel utilization is 99% and neighbouring traffic is heavy.
wifi_congestion
INC-004980
2026-02-08T01:04:00Z
smartphone
-52
22
18
1
1
0.053
Routine health check for smartphone: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-004372
2026-02-03T09:41:00Z
iot_sensor
-62
21
138
0.61
13
0.107
iot sensor failed to obtain or renew an IP address; 13 DHCP failures were observed recently.
dhcp_failure