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-003180
2026-01-25T07:03:00Z
smart_tv
-61
20
39
0.73
0
0.15
smart tv is connected normally with RSSI -61 dBm, latency 39 ms, channel utilization 20% and no material packet loss.
healthy
INC-004209
2026-02-02T03:47:00Z
gaming_console
-56
57
306
3.35
0
0.16
gaming console reports latency of 306 ms and packet loss of 3.35%, causing slow or unstable application traffic.
high_latency
INC-003651
2026-01-28T21:27:00Z
laptop
-47
42
732
5.21
0
0.11
Network quality degradation for laptop: elevated round-trip time and 5.21% packet loss despite an acceptable signal level.
high_latency
INC-000924
2026-01-08T01:34:00Z
gaming_console
-65
23
42
0.35
1
0.018
Routine health check for gaming console: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-005533
2026-02-12T06:27:00Z
smart_tv
-83
48
59
1.35
0
0.133
smart tv repeatedly disconnects with weak RSSI of -83 dBm while other network indicators remain mostly normal.
weak_signal
INC-003370
2026-01-26T17:52:00Z
laptop
-38
43
171
1
10
0.08
laptop failed to obtain or renew an IP address; 10 DHCP failures were observed recently.
dhcp_failure
INC-003386
2026-01-26T20:49:00Z
tablet
-49
85
95
1.17
0
0.075
Likely Wi-Fi congestion affecting tablet: busy channel at 85% utilization with intermittent retransmissions.
wifi_congestion
INC-003901
2026-01-30T19:12:00Z
gaming_console
-86
23
55
1.86
0
0.039
Poor Wi-Fi coverage detected for gaming console; signal strength is -86 dBm and the client appears far from the access point.
weak_signal
INC-001777
2026-01-14T13:55:00Z
smart_tv
-81
19
24
2.19
0
0.129
Poor Wi-Fi coverage detected for smart tv; signal strength is -81 dBm and the client appears far from the access point.
weak_signal
INC-002704
2026-01-21T15:47:00Z
smart_tv
-51
39
24
0.04
4
0.165
Address assignment problem for smart tv: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-000463
2026-01-04T12:55:00Z
voice_assistant
-83
10
53
4.63
1
0.194
Poor Wi-Fi coverage detected for voice assistant; signal strength is -83 dBm and the client appears far from the access point.
weak_signal
INC-001915
2026-01-15T15:09:00Z
tablet
-85
20
44
4.72
0
0.189
tablet repeatedly disconnects with weak RSSI of -85 dBm while other network indicators remain mostly normal.
weak_signal
INC-002073
2026-01-16T20:13:00Z
tablet
-56
79
443
21.62
0
0.173
Network quality degradation for tablet: elevated round-trip time and 21.62% packet loss despite an acceptable signal level.
high_latency
INC-005645
2026-02-13T03:02:00Z
smartphone
-52
43
58
0.51
1
0.873
Potential DNS security incident for smartphone: anomalous query pattern and risk score 0.873.
dns_security_risk
INC-003917
2026-01-30T22:13:00Z
security_camera
-61
25
108
0
1
0.808
security camera generated unusual DNS activity with risk score 0.808; review domains and resolver behaviour.
dns_security_risk
INC-001077
2026-01-09T05:27:00Z
voice_assistant
-54
75
534
16.27
0
0.167
voice assistant reports latency of 534 ms and packet loss of 16.27%, causing slow or unstable application traffic.
high_latency
INC-005666
2026-02-13T06:48:00Z
smartphone
-59
97
98
2.91
0
0.085
smartphone experiences reduced throughput while channel utilization is 97% and neighbouring traffic is heavy.
wifi_congestion
INC-003728
2026-01-29T11:38:00Z
gaming_console
-64
89
56
2.68
0
0.045
gaming console experiences reduced throughput while channel utilization is 89% and neighbouring traffic is heavy.
wifi_congestion
INC-003825
2026-01-30T05:23:00Z
security_camera
-33
51
185
16.44
0
0.054
Network quality degradation for security camera: elevated round-trip time and 16.44% packet loss despite an acceptable signal level.
high_latency
INC-000510
2026-01-04T21:31:00Z
laptop
-46
44
42
0.16
0
0.17
Routine health check for laptop: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-001651
2026-01-13T14:46:00Z
smart_tv
-83
39
32
3.4
0
0.136
Poor Wi-Fi coverage detected for smart tv; signal strength is -83 dBm and the client appears far from the access point.
weak_signal
INC-001891
2026-01-15T10:50:00Z
voice_assistant
-84
14
8
3.89
0
0.21
voice assistant repeatedly disconnects with weak RSSI of -84 dBm while other network indicators remain mostly normal.
weak_signal
INC-000115
2026-01-01T21:10:00Z
gaming_console
-77
49
15
2.69
1
0.107
gaming console repeatedly disconnects with weak RSSI of -77 dBm while other network indicators remain mostly normal.
weak_signal
INC-005735
2026-02-13T19:26:00Z
smart_tv
-41
10
38
1.12
1
0.792
Potential DNS security incident for smart tv: anomalous query pattern and risk score 0.792.
dns_security_risk
INC-003021
2026-01-24T01:58:00Z
iot_sensor
-52
49
625
18.11
1
0.206
Network quality degradation for iot sensor: elevated round-trip time and 18.11% packet loss despite an acceptable signal level.
high_latency
INC-002590
2026-01-20T18:59:00Z
smartphone
-56
47
95
0.8
8
0.012
smartphone failed to obtain or renew an IP address; 8 DHCP failures were observed recently.
dhcp_failure
INC-002442
2026-01-19T15:48:00Z
iot_sensor
-60
9
35
0.14
1
0.038
Routine health check for iot sensor: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-005378
2026-02-11T02:05:00Z
smartphone
-41
93
35
1.64
1
0.016
smartphone experiences reduced throughput while channel utilization is 93% and neighbouring traffic is heavy.
wifi_congestion
INC-000011
2026-01-01T02:10:00Z
smartphone
-51
14
153
1.01
0
0.935
smartphone generated unusual DNS activity with risk score 0.935; review domains and resolver behaviour.
dns_security_risk
INC-004486
2026-02-04T06:28:00Z
voice_assistant
-43
48
24
0.54
5
0.116
voice assistant failed to obtain or renew an IP address; 5 DHCP failures were observed recently.
dhcp_failure
INC-000884
2026-01-07T18:04:00Z
gaming_console
-67
87
35
3.3
0
0.021
gaming console experiences reduced throughput while channel utilization is 87% and neighbouring traffic is heavy.
wifi_congestion
INC-005141
2026-02-09T06:33:00Z
tablet
-58
49
15
0.36
0
0.779
Potential DNS security incident for tablet: anomalous query pattern and risk score 0.779.
dns_security_risk
INC-000043
2026-01-01T08:00:00Z
iot_sensor
-81
8
64
4.21
1
0.189
iot sensor repeatedly disconnects with weak RSSI of -81 dBm while other network indicators remain mostly normal.
weak_signal
INC-000217
2026-01-02T15:56:00Z
laptop
-83
16
37
3.01
0
0.035
laptop repeatedly disconnects with weak RSSI of -83 dBm while other network indicators remain mostly normal.
weak_signal
INC-005936
2026-02-15T08:25:00Z
tablet
-54
97
107
3.54
0
0.165
Likely Wi-Fi congestion affecting tablet: busy channel at 97% utilization with intermittent retransmissions.
wifi_congestion
INC-005501
2026-02-12T00:32:00Z
iot_sensor
-43
34
25
0.01
0
0.909
Potential DNS security incident for iot sensor: anomalous query pattern and risk score 0.909.
dns_security_risk
INC-002189
2026-01-17T17:28:00Z
smart_tv
-58
29
31
0.79
0
0.839
Potential DNS security incident for smart tv: anomalous query pattern and risk score 0.839.
dns_security_risk
INC-000856
2026-01-07T12:59:00Z
voice_assistant
-56
17
104
0.15
14
0.155
Address assignment problem for voice assistant: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-003115
2026-01-24T19:10:00Z
iot_sensor
-80
19
58
2.05
1
0.046
Poor Wi-Fi coverage detected for iot sensor; signal strength is -80 dBm and the client appears far from the access point.
weak_signal
INC-005952
2026-02-15T11:14:00Z
smart_tv
-47
26
18
0.18
0
0.108
Routine health check for smart tv: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-000184
2026-01-02T09:47:00Z
smart_tv
-40
12
97
0.97
8
0.111
smart tv failed to obtain or renew an IP address; 8 DHCP failures were observed recently.
dhcp_failure
INC-002310
2026-01-18T15:35:00Z
security_camera
-50
37
15
0.17
0
0.029
security camera is connected normally with RSSI -50 dBm, latency 15 ms, channel utilization 37% and no material packet loss.
healthy
INC-002100
2026-01-17T01:00:00Z
security_camera
-47
23
21
0.45
0
0.113
security camera is connected normally with RSSI -47 dBm, latency 21 ms, channel utilization 23% and no material packet loss.
healthy
INC-002461
2026-01-19T19:13:00Z
gaming_console
-83
32
23
3.06
1
0.156
gaming console repeatedly disconnects with weak RSSI of -83 dBm while other network indicators remain mostly normal.
weak_signal
INC-003947
2026-01-31T03:42:00Z
tablet
-58
37
108
0.2
0
0.817
Potential DNS security incident for tablet: anomalous query pattern and risk score 0.817.
dns_security_risk
INC-001962
2026-01-15T23:46:00Z
security_camera
-49
52
44
0.82
0
0.187
security camera is connected normally with RSSI -49 dBm, latency 44 ms, channel utilization 52% and no material packet loss.
healthy
INC-002029
2026-01-16T12:04:00Z
tablet
-71
44
38
2.9
0
0.021
tablet repeatedly disconnects with weak RSSI of -71 dBm while other network indicators remain mostly normal.
weak_signal
INC-000411
2026-01-04T03:28:00Z
smartphone
-50
60
753
22.2
0
0.192
smartphone reports latency of 753 ms and packet loss of 22.2%, causing slow or unstable application traffic.
high_latency
INC-003131
2026-01-24T22:11:00Z
smart_tv
-38
39
89
1.01
0
0.78
smart tv generated unusual DNS activity with risk score 0.78; review domains and resolver behaviour.
dns_security_risk
INC-001571
2026-01-13T00:08:00Z
laptop
-48
42
37
0.16
0
0.91
laptop generated unusual DNS activity with risk score 0.91; review domains and resolver behaviour.
dns_security_risk
INC-004494
2026-02-04T07:59:00Z
security_camera
-67
45
9
1.2
0
0.155
security camera is connected normally with RSSI -67 dBm, latency 9 ms, channel utilization 45% and no material packet loss.
healthy
INC-003308
2026-01-26T06:33:00Z
smart_tv
-52
81
58
3.19
1
0.091
Likely Wi-Fi congestion affecting smart tv: busy channel at 81% utilization with intermittent retransmissions.
wifi_congestion
INC-002193
2026-01-17T18:12:00Z
voice_assistant
-56
76
581
23.51
0
0.143
voice assistant reports latency of 581 ms and packet loss of 23.51%, causing slow or unstable application traffic.
high_latency
INC-001005
2026-01-08T16:19:00Z
smartphone
-57
50
809
23.16
1
0.012
smartphone reports latency of 809 ms and packet loss of 23.16%, causing slow or unstable application traffic.
high_latency
INC-004360
2026-02-03T07:20:00Z
gaming_console
-48
31
165
0.52
13
0.16
gaming console failed to obtain or renew an IP address; 13 DHCP failures were observed recently.
dhcp_failure
INC-004197
2026-02-02T01:31:00Z
tablet
-52
63
193
11.32
1
0.191
Network quality degradation for tablet: elevated round-trip time and 11.32% packet loss despite an acceptable signal level.
high_latency
INC-004281
2026-02-02T16:57:00Z
laptop
-43
75
742
5.35
0
0.176
Network quality degradation for laptop: elevated round-trip time and 5.35% packet loss despite an acceptable signal level.
high_latency
INC-001608
2026-01-13T06:58:00Z
iot_sensor
-62
33
11
0.61
0
0.149
Routine health check for iot sensor: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-000593
2026-01-05T12:43:00Z
smartphone
-46
45
115
0.96
0
0.845
smartphone generated unusual DNS activity with risk score 0.845; review domains and resolver behaviour.
dns_security_risk
INC-001407
2026-01-11T18:01:00Z
security_camera
-41
37
635
13.98
0
0.06
security camera reports latency of 635 ms and packet loss of 13.98%, causing slow or unstable application traffic.
high_latency
INC-003353
2026-01-26T14:48:00Z
voice_assistant
-42
34
54
0.57
0
0.898
Potential DNS security incident for voice assistant: anomalous query pattern and risk score 0.898.
dns_security_risk
INC-004003
2026-01-31T13:58:00Z
iot_sensor
-78
46
34
5.48
0
0.072
Poor Wi-Fi coverage detected for iot sensor; signal strength is -78 dBm and the client appears far from the access point.
weak_signal
INC-005685
2026-02-13T10:18:00Z
security_camera
-38
81
391
5.47
0
0.14
Network quality degradation for security camera: elevated round-trip time and 5.47% packet loss despite an acceptable signal level.
high_latency
INC-004679
2026-02-05T17:56:00Z
laptop
-62
29
139
0.12
0
0.975
Potential DNS security incident for laptop: anomalous query pattern and risk score 0.975.
dns_security_risk
INC-005976
2026-02-15T15:43:00Z
laptop
-46
22
35
0.79
0
0.179
Routine health check for laptop: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-002658
2026-01-21T07:28:00Z
smartphone
-45
14
36
0.89
0
0.092
Routine health check for smartphone: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-004869
2026-02-07T04:43:00Z
smartphone
-44
57
153
13.67
0
0.108
Network quality degradation for smartphone: elevated round-trip time and 13.67% packet loss despite an acceptable signal level.
high_latency
INC-001295
2026-01-10T21:31:00Z
iot_sensor
-63
25
142
1.02
0
0.844
Potential DNS security incident for iot sensor: anomalous query pattern and risk score 0.844.
dns_security_risk
INC-004276
2026-02-02T16:03:00Z
tablet
-49
11
47
0.56
13
0.11
tablet failed to obtain or renew an IP address; 13 DHCP failures were observed recently.
dhcp_failure
INC-002236
2026-01-18T01:59:00Z
laptop
-54
39
69
0.23
6
0.034
laptop failed to obtain or renew an IP address; 6 DHCP failures were observed recently.
dhcp_failure
INC-004234
2026-02-02T08:18:00Z
voice_assistant
-64
26
144
0.31
8
0.156
voice assistant failed to obtain or renew an IP address; 8 DHCP failures were observed recently.
dhcp_failure
INC-003122
2026-01-24T20:30:00Z
smartphone
-44
79
58
6.42
0
0.201
Likely Wi-Fi congestion affecting smartphone: busy channel at 79% utilization with intermittent retransmissions.
wifi_congestion
INC-003273
2026-01-26T00:05:00Z
smart_tv
-44
62
761
13.21
0
0.103
smart tv reports latency of 761 ms and packet loss of 13.21%, causing slow or unstable application traffic.
high_latency
INC-003456
2026-01-27T09:38:00Z
gaming_console
-39
38
28
1.05
1
0.208
gaming console is connected normally with RSSI -39 dBm, latency 28 ms, channel utilization 38% and no material packet loss.
healthy
INC-001189
2026-01-10T02:02:00Z
laptop
-91
26
38
2.38
1
0.053
laptop repeatedly disconnects with weak RSSI of -91 dBm while other network indicators remain mostly normal.
weak_signal
INC-001217
2026-01-10T07:15:00Z
security_camera
-38
16
129
0.03
0
0.913
Potential DNS security incident for security camera: anomalous query pattern and risk score 0.913.
dns_security_risk
INC-003753
2026-01-29T16:10:00Z
smart_tv
-43
75
329
14.67
1
0.179
smart tv reports latency of 329 ms and packet loss of 14.67%, causing slow or unstable application traffic.
high_latency
INC-003729
2026-01-29T11:46:00Z
laptop
-61
61
699
3.59
0
0.219
laptop reports latency of 699 ms and packet loss of 3.59%, causing slow or unstable application traffic.
high_latency
INC-005548
2026-02-12T09:15:00Z
gaming_console
-62
8
65
0.73
12
0.142
Address assignment problem for gaming console: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-003413
2026-01-27T01:46:00Z
smartphone
-48
17
142
0
0
0.803
smartphone generated unusual DNS activity with risk score 0.803; review domains and resolver behaviour.
dns_security_risk
INC-001382
2026-01-11T13:28:00Z
gaming_console
-49
90
72
3.82
0
0.02
gaming console experiences reduced throughput while channel utilization is 90% and neighbouring traffic is heavy.
wifi_congestion
INC-005719
2026-02-13T16:29:00Z
smart_tv
-88
40
83
5.55
1
0.06
Poor Wi-Fi coverage detected for smart tv; signal strength is -88 dBm and the client appears far from the access point.
weak_signal
INC-005372
2026-02-11T01:01:00Z
gaming_console
-50
92
88
6.1
1
0.052
gaming console experiences reduced throughput while channel utilization is 92% and neighbouring traffic is heavy.
wifi_congestion
INC-002284
2026-01-18T10:45:00Z
smartphone
-54
35
86
0.76
3
0.191
smartphone failed to obtain or renew an IP address; 3 DHCP failures were observed recently.
dhcp_failure
INC-004758
2026-02-06T08:22:00Z
iot_sensor
-62
12
38
1.12
1
0.204
iot sensor is connected normally with RSSI -62 dBm, latency 38 ms, channel utilization 12% and no material packet loss.
healthy
INC-001151
2026-01-09T19:08:00Z
iot_sensor
-52
18
61
0.7
0
0.895
iot sensor generated unusual DNS activity with risk score 0.895; review domains and resolver behaviour.
dns_security_risk
INC-002001
2026-01-16T06:56:00Z
smartphone
-41
74
183
17.31
0
0.081
smartphone reports latency of 183 ms and packet loss of 17.31%, causing slow or unstable application traffic.
high_latency
INC-001424
2026-01-11T21:09:00Z
smartphone
-64
85
105
4.08
0
0.144
smartphone experiences reduced throughput while channel utilization is 85% and neighbouring traffic is heavy.
wifi_congestion
INC-004881
2026-02-07T06:51:00Z
smartphone
-66
78
602
4.53
1
0.01
Network quality degradation for smartphone: elevated round-trip time and 4.53% packet loss despite an acceptable signal level.
high_latency
INC-001697
2026-01-13T23:11:00Z
smartphone
-40
19
90
0.73
0
0.974
smartphone generated unusual DNS activity with risk score 0.974; review domains and resolver behaviour.
dns_security_risk
INC-005001
2026-02-08T04:51:00Z
smartphone
-64
39
213
14.87
0
0.19
Network quality degradation for smartphone: elevated round-trip time and 14.87% packet loss despite an acceptable signal level.
high_latency
INC-003534
2026-01-27T23:58:00Z
smartphone
-56
10
29
0.42
0
0.099
smartphone is connected normally with RSSI -56 dBm, latency 29 ms, channel utilization 10% and no material packet loss.
healthy
INC-003315
2026-01-26T07:48:00Z
gaming_console
-59
40
797
8.92
0
0.068
gaming console reports latency of 797 ms and packet loss of 8.92%, causing slow or unstable application traffic.
high_latency
INC-001410
2026-01-11T18:32:00Z
smart_tv
-57
45
40
0.5
1
0.123
smart tv is connected normally with RSSI -57 dBm, latency 40 ms, channel utilization 45% and no material packet loss.
healthy
INC-000179
2026-01-02T08:58:00Z
smart_tv
-55
36
74
0.65
0
0.989
Potential DNS security incident for smart tv: anomalous query pattern and risk score 0.989.
dns_security_risk
INC-000091
2026-01-01T16:41:00Z
iot_sensor
-83
10
37
5.4
1
0.21
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-004768
2026-02-06T10:13:00Z
smartphone
-62
15
146
0.74
8
0.201
Address assignment problem for smartphone: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-004577
2026-02-04T23:08:00Z
security_camera
-59
34
103
0.11
1
0.938
security camera generated unusual DNS activity with risk score 0.938; review domains and resolver behaviour.
dns_security_risk
INC-003035
2026-01-24T04:25:00Z
smart_tv
-63
49
95
0.98
0
0.989
smart tv generated unusual DNS activity with risk score 0.989; review domains and resolver behaviour.
dns_security_risk
INC-002400
2026-01-19T08:08:00Z
security_camera
-48
39
64
2.07
0
0.08
Routine health check for security camera: stable connection, low DNS risk and normal DHCP behaviour.
healthy