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-001369
2026-01-11T11:02:00Z
voice_assistant
-77
51
41
3.32
0
0.03
voice assistant repeatedly disconnects with weak RSSI of -77 dBm while other network indicators remain mostly normal.
weak_signal
INC-001432
2026-01-11T22:42:00Z
smartphone
-47
44
97
0.94
4
0.149
Address assignment problem for smartphone: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-002169
2026-01-17T13:41:00Z
smartphone
-62
76
734
15.26
0
0.107
smartphone reports latency of 734 ms and packet loss of 15.26%, causing slow or unstable application traffic.
high_latency
INC-002705
2026-01-21T15:57:00Z
iot_sensor
-46
32
133
0.82
0
0.85
iot sensor generated unusual DNS activity with risk score 0.85; review domains and resolver behaviour.
dns_security_risk
INC-002628
2026-01-21T01:54:00Z
laptop
-42
18
26
1.05
0
0.012
laptop is connected normally with RSSI -42 dBm, latency 26 ms, channel utilization 18% and no material packet loss.
healthy
INC-003374
2026-01-26T18:43:00Z
smart_tv
-43
84
126
2.89
0
0.194
Likely Wi-Fi congestion affecting smart tv: busy channel at 84% utilization with intermittent retransmissions.
wifi_congestion
INC-004782
2026-02-06T12:51:00Z
gaming_console
-60
33
12
0.78
0
0.03
Routine health check for gaming console: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-004510
2026-02-04T10:53:00Z
smart_tv
-68
3
68
0
14
0.165
smart tv failed to obtain or renew an IP address; 14 DHCP failures were observed recently.
dhcp_failure
INC-004836
2026-02-06T22:37:00Z
tablet
-51
39
44
0.03
0
0.047
tablet is connected normally with RSSI -51 dBm, latency 44 ms, channel utilization 39% and no material packet loss.
healthy
INC-000919
2026-01-08T00:33:00Z
security_camera
-80
31
24
0.51
0
0.157
Poor Wi-Fi coverage detected for security camera; signal strength is -80 dBm and the client appears far from the access point.
weak_signal
INC-001628
2026-01-13T10:35:00Z
security_camera
-62
100
57
1.25
1
0.037
security camera experiences reduced throughput while channel utilization is 100% and neighbouring traffic is heavy.
wifi_congestion
INC-002280
2026-01-18T10:05:00Z
tablet
-58
9
24
1.05
0
0.211
Routine health check for tablet: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-003795
2026-01-29T23:49:00Z
iot_sensor
-41
39
630
13.88
0
0.119
iot sensor reports latency of 630 ms and packet loss of 13.88%, causing slow or unstable application traffic.
high_latency
INC-005341
2026-02-10T19:18:00Z
smartphone
-76
10
35
1.35
1
0.206
Poor Wi-Fi coverage detected for smartphone; signal strength is -76 dBm and the client appears far from the access point.
weak_signal
INC-002396
2026-01-19T07:26:00Z
gaming_console
-55
90
107
6.9
0
0.185
gaming console experiences reduced throughput while channel utilization is 90% and neighbouring traffic is heavy.
wifi_congestion
INC-001520
2026-01-12T14:45:00Z
security_camera
-50
99
119
4.67
0
0.109
security camera experiences reduced throughput while channel utilization is 99% and neighbouring traffic is heavy.
wifi_congestion
INC-002901
2026-01-23T03:51:00Z
gaming_console
-42
44
178
20.96
0
0.16
Network quality degradation for gaming console: elevated round-trip time and 20.96% packet loss despite an acceptable signal level.
high_latency
INC-001688
2026-01-13T21:33:00Z
iot_sensor
-63
79
37
5.96
0
0.126
Likely Wi-Fi congestion affecting iot sensor: busy channel at 79% utilization with intermittent retransmissions.
wifi_congestion
INC-001861
2026-01-15T05:16:00Z
laptop
-85
49
32
5.19
0
0.213
Poor Wi-Fi coverage detected for laptop; signal strength is -85 dBm and the client appears far from the access point.
weak_signal
INC-005877
2026-02-14T21:35:00Z
laptop
-41
70
353
3.83
0
0.142
laptop reports latency of 353 ms and packet loss of 3.83%, causing slow or unstable application traffic.
high_latency
INC-001762
2026-01-14T11:04:00Z
smartphone
-64
22
67
1.16
9
0.077
smartphone failed to obtain or renew an IP address; 9 DHCP failures were observed recently.
dhcp_failure
INC-001324
2026-01-11T02:48:00Z
smartphone
-41
46
64
0.79
9
0.21
Address assignment problem for smartphone: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-001979
2026-01-16T02:54:00Z
smart_tv
-49
35
139
0.99
1
0.96
Potential DNS security incident for smart tv: anomalous query pattern and risk score 0.96.
dns_security_risk
INC-001666
2026-01-13T17:27:00Z
iot_sensor
-58
33
53
0.93
14
0.135
iot sensor failed to obtain or renew an IP address; 14 DHCP failures were observed recently.
dhcp_failure
INC-005461
2026-02-11T17:21:00Z
voice_assistant
-92
21
33
0.96
1
0.22
Poor Wi-Fi coverage detected for voice assistant; signal strength is -92 dBm and the client appears far from the access point.
weak_signal
INC-005109
2026-02-09T00:45:00Z
voice_assistant
-42
35
170
10.95
0
0.119
voice assistant reports latency of 170 ms and packet loss of 10.95%, causing slow or unstable application traffic.
high_latency
INC-003271
2026-01-25T23:50:00Z
gaming_console
-82
37
65
0.51
0
0.087
Poor Wi-Fi coverage detected for gaming console; signal strength is -82 dBm and the client appears far from the access point.
weak_signal
INC-004024
2026-01-31T17:52:00Z
smart_tv
-63
47
151
0.98
9
0.073
smart tv failed to obtain or renew an IP address; 9 DHCP failures were observed recently.
dhcp_failure
INC-000588
2026-01-05T11:52:00Z
voice_assistant
-39
51
15
0.64
0
0.19
Routine health check for voice assistant: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-003482
2026-01-27T14:30:00Z
laptop
-56
87
69
5.14
1
0.187
laptop experiences reduced throughput while channel utilization is 87% and neighbouring traffic is heavy.
wifi_congestion
INC-005041
2026-02-08T12:12:00Z
smartphone
-76
49
70
4.1
1
0.112
Poor Wi-Fi coverage detected for smartphone; signal strength is -76 dBm and the client appears far from the access point.
weak_signal
INC-001817
2026-01-14T21:16:00Z
voice_assistant
-42
9
36
1.13
0
0.893
Potential DNS security incident for voice assistant: anomalous query pattern and risk score 0.893.
dns_security_risk
INC-001764
2026-01-14T11:28:00Z
iot_sensor
-52
32
75
2.54
0
0.139
iot sensor is connected normally with RSSI -52 dBm, latency 75 ms, channel utilization 32% and no material packet loss.
healthy
INC-005515
2026-02-12T03:15:00Z
smartphone
-78
12
33
3.11
1
0.011
smartphone repeatedly disconnects with weak RSSI of -78 dBm while other network indicators remain mostly normal.
weak_signal
INC-002288
2026-01-18T11:33:00Z
smart_tv
-59
82
125
4.49
1
0.125
smart tv experiences reduced throughput while channel utilization is 82% and neighbouring traffic is heavy.
wifi_congestion
INC-000318
2026-01-03T10:24:00Z
laptop
-43
39
28
0.29
0
0.021
Routine health check for laptop: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-002817
2026-01-22T12:28:00Z
laptop
-50
42
281
12.17
0
0.171
Network quality degradation for laptop: elevated round-trip time and 12.17% packet loss despite an acceptable signal level.
high_latency
INC-000591
2026-01-05T12:23:00Z
smart_tv
-43
45
344
16.19
0
0.011
smart tv reports latency of 344 ms and packet loss of 16.19%, causing slow or unstable application traffic.
high_latency
INC-003372
2026-01-26T18:21:00Z
tablet
-60
32
28
0.66
0
0.017
tablet is connected normally with RSSI -60 dBm, latency 28 ms, channel utilization 32% and no material packet loss.
healthy
INC-001282
2026-01-10T19:08:00Z
security_camera
-38
28
29
0.27
13
0.073
Address assignment problem for security camera: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-005948
2026-02-15T10:29:00Z
gaming_console
-62
98
115
2.7
0
0.195
Likely Wi-Fi congestion affecting gaming console: busy channel at 98% utilization with intermittent retransmissions.
wifi_congestion
INC-003168
2026-01-25T04:51:00Z
iot_sensor
-49
39
43
0.37
1
0.13
Routine health check for iot sensor: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-003039
2026-01-24T05:18:00Z
iot_sensor
-63
66
154
7.94
0
0.21
Network quality degradation for iot sensor: elevated round-trip time and 7.94% packet loss despite an acceptable signal level.
high_latency
INC-000650
2026-01-05T23:13:00Z
tablet
-44
100
74
4.15
0
0.13
tablet experiences reduced throughput while channel utilization is 100% and neighbouring traffic is heavy.
wifi_congestion
INC-004124
2026-02-01T12:09:00Z
smart_tv
-50
79
38
0.82
1
0.081
Likely Wi-Fi congestion affecting smart tv: busy channel at 79% utilization with intermittent retransmissions.
wifi_congestion
INC-001942
2026-01-15T20:03:00Z
iot_sensor
-67
36
24
0.36
9
0.169
Address assignment problem for iot sensor: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-000491
2026-01-04T18:07:00Z
smartphone
-42
41
54
0.41
0
0.897
Potential DNS security incident for smartphone: anomalous query pattern and risk score 0.897.
dns_security_risk
INC-002994
2026-01-23T21:03:00Z
tablet
-65
18
15
0.63
0
0.083
Routine health check for tablet: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-003212
2026-01-25T13:00:00Z
tablet
-59
78
61
3.21
0
0.06
Likely Wi-Fi congestion affecting tablet: busy channel at 78% utilization with intermittent retransmissions.
wifi_congestion
INC-000743
2026-01-06T16:22:00Z
security_camera
-59
15
63
0.11
0
0.896
security camera generated unusual DNS activity with risk score 0.896; review domains and resolver behaviour.
dns_security_risk
INC-002279
2026-01-18T09:55:00Z
voice_assistant
-40
20
76
0.9
0
0.96
Potential DNS security incident for voice assistant: anomalous query pattern and risk score 0.96.
dns_security_risk
INC-003222
2026-01-25T14:49:00Z
iot_sensor
-43
18
40
1.09
1
0.132
Routine health check for iot sensor: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-001023
2026-01-08T19:39:00Z
gaming_console
-67
66
240
11.05
0
0.154
Network quality degradation for gaming console: elevated round-trip time and 11.05% packet loss despite an acceptable signal level.
high_latency
INC-000338
2026-01-03T14:06:00Z
voice_assistant
-53
81
84
2.17
0
0.09
voice assistant experiences reduced throughput while channel utilization is 81% and neighbouring traffic is heavy.
wifi_congestion
INC-002541
2026-01-20T09:55:00Z
tablet
-55
62
621
7.98
0
0.145
Network quality degradation for tablet: elevated round-trip time and 7.98% packet loss despite an acceptable signal level.
high_latency
INC-005816
2026-02-14T10:21:00Z
voice_assistant
-40
80
117
2.27
1
0.151
Likely Wi-Fi congestion affecting voice assistant: busy channel at 80% utilization with intermittent retransmissions.
wifi_congestion
INC-004769
2026-02-06T10:24:00Z
voice_assistant
-60
18
15
0.48
0
0.841
Potential DNS security incident for voice assistant: anomalous query pattern and risk score 0.841.
dns_security_risk
INC-005345
2026-02-10T19:57:00Z
tablet
-58
39
147
0.28
0
0.85
tablet generated unusual DNS activity with risk score 0.85; review domains and resolver behaviour.
dns_security_risk
INC-001685
2026-01-13T20:58:00Z
security_camera
-42
46
132
1.02
0
0.816
Potential DNS security incident for security camera: anomalous query pattern and risk score 0.816.
dns_security_risk
INC-004755
2026-02-06T07:53:00Z
iot_sensor
-62
67
753
4.83
0
0.128
iot sensor reports latency of 753 ms and packet loss of 4.83%, causing slow or unstable application traffic.
high_latency
INC-000592
2026-01-05T12:36:00Z
security_camera
-51
49
135
1.02
8
0.176
security camera failed to obtain or renew an IP address; 8 DHCP failures were observed recently.
dhcp_failure
INC-000715
2026-01-06T11:13:00Z
laptop
-78
28
97
1.66
0
0.08
laptop repeatedly disconnects with weak RSSI of -78 dBm while other network indicators remain mostly normal.
weak_signal
INC-002935
2026-01-23T10:15:00Z
smartphone
-78
48
56
2.2
0
0.103
Poor Wi-Fi coverage detected for smartphone; signal strength is -78 dBm and the client appears far from the access point.
weak_signal
INC-005513
2026-02-12T02:46:00Z
security_camera
-64
35
46
0.73
0
0.853
Potential DNS security incident for security camera: anomalous query pattern and risk score 0.853.
dns_security_risk
INC-000739
2026-01-06T15:31:00Z
gaming_console
-92
20
36
4.65
0
0.037
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-000279
2026-01-03T03:10:00Z
security_camera
-52
68
669
19.81
0
0.115
security camera reports latency of 669 ms and packet loss of 19.81%, causing slow or unstable application traffic.
high_latency
INC-002866
2026-01-22T21:30:00Z
iot_sensor
-57
38
155
1.08
4
0.05
iot sensor failed to obtain or renew an IP address; 4 DHCP failures were observed recently.
dhcp_failure
INC-005137
2026-02-09T05:57:00Z
laptop
-77
27
50
5.26
0
0.025
Poor Wi-Fi coverage detected for laptop; signal strength is -77 dBm and the client appears far from the access point.
weak_signal
INC-004231
2026-02-02T07:46:00Z
security_camera
-90
24
37
4.69
0
0.016
Poor Wi-Fi coverage detected for security camera; signal strength is -90 dBm and the client appears far from the access point.
weak_signal
INC-001348
2026-01-11T07:13:00Z
laptop
-42
40
56
2.46
8
0.095
Address assignment problem for laptop: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-005982
2026-02-15T16:46:00Z
iot_sensor
-63
31
22
0.72
1
0.055
Routine health check for iot sensor: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-004353
2026-02-03T06:04:00Z
laptop
-34
67
200
9.13
0
0.181
Network quality degradation for laptop: elevated round-trip time and 9.13% packet loss despite an acceptable signal level.
high_latency
INC-001587
2026-01-13T02:57:00Z
gaming_console
-47
45
259
9.32
0
0.208
gaming console reports latency of 259 ms and packet loss of 9.32%, causing slow or unstable application traffic.
high_latency
INC-001274
2026-01-10T17:41:00Z
laptop
-66
80
71
5.51
1
0.036
laptop experiences reduced throughput while channel utilization is 80% and neighbouring traffic is heavy.
wifi_congestion
INC-002475
2026-01-19T21:52:00Z
smart_tv
-61
55
539
8.71
0
0.17
smart tv reports latency of 539 ms and packet loss of 8.71%, causing slow or unstable application traffic.
high_latency
INC-002604
2026-01-20T21:34:00Z
security_camera
-56
35
28
0.85
0
0.027
security camera is connected normally with RSSI -56 dBm, latency 28 ms, channel utilization 35% and no material packet loss.
healthy
INC-002217
2026-01-17T22:28:00Z
tablet
-38
26
513
21.3
0
0.066
Network quality degradation for tablet: elevated round-trip time and 21.3% packet loss despite an acceptable signal level.
high_latency
INC-001232
2026-01-10T09:53:00Z
iot_sensor
-61
93
90
3.01
1
0.135
iot sensor experiences reduced throughput while channel utilization is 93% and neighbouring traffic is heavy.
wifi_congestion
INC-002151
2026-01-17T10:24:00Z
voice_assistant
-50
60
752
12.57
1
0.201
voice assistant reports latency of 752 ms and packet loss of 12.57%, causing slow or unstable application traffic.
high_latency
INC-001166
2026-01-09T21:51:00Z
voice_assistant
-52
83
40
4.99
0
0.058
Likely Wi-Fi congestion affecting voice assistant: busy channel at 83% utilization with intermittent retransmissions.
wifi_congestion
INC-000405
2026-01-04T02:17:00Z
tablet
-60
68
353
12.93
0
0.119
Network quality degradation for tablet: elevated round-trip time and 12.93% packet loss despite an acceptable signal level.
high_latency
INC-004282
2026-02-02T17:07:00Z
tablet
-36
7
32
1.69
7
0.069
tablet failed to obtain or renew an IP address; 7 DHCP failures were observed recently.
dhcp_failure
INC-004424
2026-02-03T19:08:00Z
laptop
-50
100
70
4.52
1
0.14
laptop experiences reduced throughput while channel utilization is 100% and neighbouring traffic is heavy.
wifi_congestion
INC-002222
2026-01-17T23:24:00Z
security_camera
-67
95
102
3.61
1
0.031
security camera experiences reduced throughput while channel utilization is 95% and neighbouring traffic is heavy.
wifi_congestion
INC-003169
2026-01-25T05:01:00Z
laptop
-93
35
38
4.01
0
0.114
laptop repeatedly disconnects with weak RSSI of -93 dBm while other network indicators remain mostly normal.
weak_signal
INC-000254
2026-01-02T22:41:00Z
smart_tv
-46
90
92
4.11
0
0.017
smart tv experiences reduced throughput while channel utilization is 90% and neighbouring traffic is heavy.
wifi_congestion
INC-004885
2026-02-07T07:45:00Z
gaming_console
-82
14
68
1.5
0
0.212
gaming console repeatedly disconnects with weak RSSI of -82 dBm while other network indicators remain mostly normal.
weak_signal
INC-004395
2026-02-03T13:45:00Z
smart_tv
-53
69
660
16.62
0
0.187
smart tv reports latency of 660 ms and packet loss of 16.62%, causing slow or unstable application traffic.
high_latency
INC-002569
2026-01-20T14:59:00Z
tablet
-94
24
55
2.52
0
0.013
Poor Wi-Fi coverage detected for tablet; signal strength is -94 dBm and the client appears far from the access point.
weak_signal
INC-003304
2026-01-26T05:50:00Z
laptop
-40
19
40
0.01
6
0.01
Address assignment problem for laptop: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-002546
2026-01-20T10:56:00Z
tablet
-51
100
61
0.87
0
0.113
tablet experiences reduced throughput while channel utilization is 100% and neighbouring traffic is heavy.
wifi_congestion
INC-005027
2026-02-08T09:41:00Z
tablet
-60
28
57
0.12
0
0.829
Potential DNS security incident for tablet: anomalous query pattern and risk score 0.829.
dns_security_risk
INC-005477
2026-02-11T20:16:00Z
gaming_console
-48
13
130
0.91
0
0.783
Potential DNS security incident for gaming console: anomalous query pattern and risk score 0.783.
dns_security_risk
INC-002083
2026-01-16T21:53:00Z
gaming_console
-82
47
119
2.37
1
0.07
gaming console repeatedly disconnects with weak RSSI of -82 dBm while other network indicators remain mostly normal.
weak_signal
INC-005288
2026-02-10T09:32:00Z
gaming_console
-42
95
107
3.69
0
0.024
gaming console experiences reduced throughput while channel utilization is 95% and neighbouring traffic is heavy.
wifi_congestion
INC-003894
2026-01-30T18:03:00Z
smart_tv
-55
49
36
1.08
0
0.156
smart tv is connected normally with RSSI -55 dBm, latency 36 ms, channel utilization 49% and no material packet loss.
healthy
INC-001462
2026-01-12T04:10:00Z
voice_assistant
-46
52
41
0.62
4
0.199
voice assistant failed to obtain or renew an IP address; 4 DHCP failures were observed recently.
dhcp_failure
INC-004402
2026-02-03T15:11:00Z
iot_sensor
-57
11
49
1.5
3
0.115
Address assignment problem for iot sensor: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-005894
2026-02-15T00:42:00Z
smartphone
-60
84
120
4.79
0
0.169
Likely Wi-Fi congestion affecting smartphone: busy channel at 84% utilization with intermittent retransmissions.
wifi_congestion
INC-003181
2026-01-25T07:13:00Z
tablet
-91
21
42
1.19
0
0.15
Poor Wi-Fi coverage detected for tablet; signal strength is -91 dBm and the client appears far from the access point.
weak_signal