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-001675
2026-01-13T19:08:00Z
iot_sensor
-91
14
23
5.36
0
0.213
iot sensor repeatedly disconnects with weak RSSI of -91 dBm while other network indicators remain mostly normal.
weak_signal
INC-000906
2026-01-07T22:07:00Z
tablet
-51
30
30
0.74
0
0.178
Routine health check for tablet: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-002306
2026-01-18T14:51:00Z
gaming_console
-63
82
54
4.97
1
0.183
Likely Wi-Fi congestion affecting gaming console: busy channel at 82% utilization with intermittent retransmissions.
wifi_congestion
INC-004613
2026-02-05T05:45:00Z
smartphone
-45
27
30
0.02
0
0.866
Potential DNS security incident for smartphone: anomalous query pattern and risk score 0.866.
dns_security_risk
INC-000729
2026-01-06T13:42:00Z
iot_sensor
-49
47
726
19.31
0
0.033
Network quality degradation for iot sensor: elevated round-trip time and 19.31% packet loss despite an acceptable signal level.
high_latency
INC-003099
2026-01-24T16:18:00Z
laptop
-62
30
444
14.4
0
0.075
laptop reports latency of 444 ms and packet loss of 14.4%, causing slow or unstable application traffic.
high_latency
INC-004309
2026-02-02T22:03:00Z
gaming_console
-85
40
28
3.92
0
0.097
Poor Wi-Fi coverage detected for gaming console; signal strength is -85 dBm and the client appears far from the access point.
weak_signal
INC-004433
2026-02-03T20:53:00Z
laptop
-52
32
103
0.73
1
0.963
Potential DNS security incident for laptop: anomalous query pattern and risk score 0.963.
dns_security_risk
INC-005040
2026-02-08T12:08:00Z
gaming_console
-64
20
40
0.28
0
0.031
gaming console is connected normally with RSSI -64 dBm, latency 40 ms, channel utilization 20% and no material packet loss.
healthy
INC-003908
2026-01-30T20:36:00Z
iot_sensor
-65
90
74
6.79
1
0.179
iot sensor experiences reduced throughput while channel utilization is 90% and neighbouring traffic is heavy.
wifi_congestion
INC-005185
2026-02-09T14:39:00Z
gaming_console
-91
44
63
4.09
0
0.04
Poor Wi-Fi coverage detected for gaming console; signal strength is -91 dBm and the client appears far from the access point.
weak_signal
INC-000319
2026-01-03T10:30:00Z
security_camera
-79
37
64
2.01
1
0.028
security camera repeatedly disconnects with weak RSSI of -79 dBm while other network indicators remain mostly normal.
weak_signal
INC-002504
2026-01-20T03:13:00Z
smartphone
-42
81
57
2.97
1
0.179
Likely Wi-Fi congestion affecting smartphone: busy channel at 81% utilization with intermittent retransmissions.
wifi_congestion
INC-003030
2026-01-24T03:40:00Z
laptop
-38
36
44
1.06
0
0.147
laptop is connected normally with RSSI -38 dBm, latency 44 ms, channel utilization 36% and no material packet loss.
healthy
INC-004406
2026-02-03T15:50:00Z
voice_assistant
-45
81
118
5.6
0
0.096
Likely Wi-Fi congestion affecting voice assistant: busy channel at 81% utilization with intermittent retransmissions.
wifi_congestion
INC-001850
2026-01-15T03:18:00Z
security_camera
-41
100
96
1.38
0
0.157
security camera experiences reduced throughput while channel utilization is 100% and neighbouring traffic is heavy.
wifi_congestion
INC-000312
2026-01-03T09:13:00Z
tablet
-66
14
19
1.05
0
0.086
Routine health check for tablet: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-000181
2026-01-02T09:19:00Z
iot_sensor
-84
39
37
2.48
1
0.175
iot sensor repeatedly disconnects with weak RSSI of -84 dBm while other network indicators remain mostly normal.
weak_signal
INC-001321
2026-01-11T02:21:00Z
smartphone
-82
20
84
4.83
1
0.023
Poor Wi-Fi coverage detected for smartphone; signal strength is -82 dBm and the client appears far from the access point.
weak_signal
INC-004563
2026-02-04T20:33:00Z
laptop
-43
69
306
9.69
0
0.095
laptop reports latency of 306 ms and packet loss of 9.69%, causing slow or unstable application traffic.
high_latency
INC-002888
2026-01-23T01:31:00Z
gaming_console
-54
81
108
1.08
1
0.18
gaming console experiences reduced throughput while channel utilization is 81% and neighbouring traffic is heavy.
wifi_congestion
INC-004498
2026-02-04T08:42:00Z
security_camera
-56
19
119
0.8
13
0.01
Address assignment problem for security camera: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-000047
2026-01-01T08:40:00Z
smart_tv
-56
22
66
0.94
0
0.978
smart tv generated unusual DNS activity with risk score 0.978; review domains and resolver behaviour.
dns_security_risk
INC-003853
2026-01-30T10:30:00Z
tablet
-82
19
63
3.37
1
0.103
Poor Wi-Fi coverage detected for tablet; signal strength is -82 dBm and the client appears far from the access point.
weak_signal
INC-002907
2026-01-23T05:05:00Z
smart_tv
-36
58
550
5.4
0
0.112
smart tv reports latency of 550 ms and packet loss of 5.4%, causing slow or unstable application traffic.
high_latency
INC-001910
2026-01-15T14:19:00Z
smart_tv
-47
99
81
2.1
0
0.028
Likely Wi-Fi congestion affecting smart tv: busy channel at 99% utilization with intermittent retransmissions.
wifi_congestion
INC-001225
2026-01-10T08:42:00Z
voice_assistant
-76
27
73
5.11
1
0.169
voice assistant repeatedly disconnects with weak RSSI of -76 dBm while other network indicators remain mostly normal.
weak_signal
INC-005234
2026-02-09T23:44:00Z
laptop
-65
90
70
4.52
0
0.145
Likely Wi-Fi congestion affecting laptop: busy channel at 90% utilization with intermittent retransmissions.
wifi_congestion
INC-001285
2026-01-10T19:37:00Z
security_camera
-89
35
15
3.19
0
0.124
Poor Wi-Fi coverage detected for security camera; signal strength is -89 dBm and the client appears far from the access point.
weak_signal
INC-004825
2026-02-06T20:38:00Z
voice_assistant
-90
15
45
0.75
0
0.112
Poor Wi-Fi coverage detected for voice assistant; signal strength is -90 dBm and the client appears far from the access point.
weak_signal
INC-001812
2026-01-14T20:12:00Z
tablet
-58
12
27
0.6
0
0.158
Routine health check for tablet: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-002090
2026-01-16T23:14:00Z
smart_tv
-63
90
113
4.49
0
0.051
Likely Wi-Fi congestion affecting smart tv: busy channel at 90% utilization with intermittent retransmissions.
wifi_congestion
INC-004480
2026-02-04T05:20:00Z
gaming_console
-39
18
45
0.12
5
0.172
Address assignment problem for gaming console: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-003428
2026-01-27T04:37:00Z
gaming_console
-66
99
93
1.04
0
0.021
gaming console experiences reduced throughput while channel utilization is 99% and neighbouring traffic is heavy.
wifi_congestion
INC-001793
2026-01-14T16:53:00Z
tablet
-43
49
54
0.5
0
0.934
Potential DNS security incident for tablet: anomalous query pattern and risk score 0.934.
dns_security_risk
INC-005506
2026-02-12T01:31:00Z
smart_tv
-51
43
169
0.38
13
0.198
Address assignment problem for smart tv: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-004629
2026-02-05T08:40:00Z
smart_tv
-54
48
537
3.22
1
0.139
smart tv reports latency of 537 ms and packet loss of 3.22%, causing slow or unstable application traffic.
high_latency
INC-002867
2026-01-22T21:37:00Z
smartphone
-55
51
43
0.49
0
0.917
smartphone generated unusual DNS activity with risk score 0.917; review domains and resolver behaviour.
dns_security_risk
INC-003213
2026-01-25T13:04:00Z
tablet
-64
46
319
10.94
1
0.149
Network quality degradation for tablet: elevated round-trip time and 10.94% packet loss despite an acceptable signal level.
high_latency
INC-001297
2026-01-10T21:55:00Z
laptop
-88
24
34
1.58
0
0.048
laptop repeatedly disconnects with weak RSSI of -88 dBm while other network indicators remain mostly normal.
weak_signal
INC-000699
2026-01-06T08:13:00Z
smartphone
-64
49
343
4.46
1
0.016
smartphone reports latency of 343 ms and packet loss of 4.46%, causing slow or unstable application traffic.
high_latency
INC-005871
2026-02-14T20:27:00Z
gaming_console
-39
34
585
6.19
0
0.074
gaming console reports latency of 585 ms and packet loss of 6.19%, causing slow or unstable application traffic.
high_latency
INC-000275
2026-01-03T02:32:00Z
tablet
-61
14
44
0.25
0
0.869
Potential DNS security incident for tablet: anomalous query pattern and risk score 0.869.
dns_security_risk
INC-001604
2026-01-13T06:06:00Z
laptop
-43
99
129
4.18
0
0.083
laptop experiences reduced throughput while channel utilization is 99% and neighbouring traffic is heavy.
wifi_congestion
INC-003196
2026-01-25T09:59:00Z
iot_sensor
-59
46
160
0.71
9
0.067
Address assignment problem for iot sensor: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-000684
2026-01-06T05:34:00Z
smartphone
-55
49
15
0.41
0
0.074
Routine health check for smartphone: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-000711
2026-01-06T10:31:00Z
security_camera
-65
29
336
17.28
0
0.081
security camera reports latency of 336 ms and packet loss of 17.28%, causing slow or unstable application traffic.
high_latency
INC-003594
2026-01-28T10:54:00Z
iot_sensor
-53
41
19
0.61
0
0.195
Routine health check for iot sensor: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-003142
2026-01-25T00:06:00Z
tablet
-63
41
75
0.78
6
0.219
tablet failed to obtain or renew an IP address; 6 DHCP failures were observed recently.
dhcp_failure
INC-005712
2026-02-13T15:16:00Z
voice_assistant
-67
35
18
0.58
0
0.021
Routine health check for voice assistant: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-002203
2026-01-17T20:01:00Z
iot_sensor
-94
19
30
3.61
0
0.071
iot sensor repeatedly disconnects with weak RSSI of -94 dBm while other network indicators remain mostly normal.
weak_signal
INC-004122
2026-02-01T11:45:00Z
gaming_console
-42
26
95
0.93
0
0.102
gaming console is connected normally with RSSI -42 dBm, latency 95 ms, channel utilization 26% and no material packet loss.
healthy
INC-001322
2026-01-11T02:23:00Z
iot_sensor
-63
78
56
2.93
0
0.109
Likely Wi-Fi congestion affecting iot sensor: busy channel at 78% utilization with intermittent retransmissions.
wifi_congestion
INC-003860
2026-01-30T11:42:00Z
tablet
-53
100
68
1.11
0
0.072
Likely Wi-Fi congestion affecting tablet: busy channel at 100% utilization with intermittent retransmissions.
wifi_congestion
INC-005995
2026-02-15T19:06:00Z
iot_sensor
-93
51
26
3.92
0
0.058
Poor Wi-Fi coverage detected for iot sensor; signal strength is -93 dBm and the client appears far from the access point.
weak_signal
INC-000286
2026-01-03T04:34:00Z
laptop
-61
36
152
1.1
15
0.166
laptop failed to obtain or renew an IP address; 15 DHCP failures were observed recently.
dhcp_failure
INC-000536
2026-01-05T02:19:00Z
gaming_console
-62
88
108
1.32
0
0.019
gaming console experiences reduced throughput while channel utilization is 88% and neighbouring traffic is heavy.
wifi_congestion
INC-005521
2026-02-12T04:19:00Z
laptop
-86
46
18
0.62
0
0.054
Poor Wi-Fi coverage detected for laptop; signal strength is -86 dBm and the client appears far from the access point.
weak_signal
INC-003232
2026-01-25T16:36:00Z
smart_tv
-60
21
92
0.37
15
0.118
Address assignment problem for smart tv: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-001309
2026-01-11T00:08:00Z
gaming_console
-89
34
42
4.32
0
0.07
gaming console repeatedly disconnects with weak RSSI of -89 dBm while other network indicators remain mostly normal.
weak_signal
INC-002072
2026-01-16T19:58:00Z
voice_assistant
-54
78
82
1.19
0
0.216
Likely Wi-Fi congestion affecting voice assistant: busy channel at 78% utilization with intermittent retransmissions.
wifi_congestion
INC-002944
2026-01-23T11:46:00Z
smart_tv
-44
38
111
0.82
12
0.153
Address assignment problem for smart tv: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-001559
2026-01-12T21:58:00Z
smartphone
-42
8
133
0.55
0
0.778
smartphone generated unusual DNS activity with risk score 0.778; review domains and resolver behaviour.
dns_security_risk
INC-002197
2026-01-17T18:53:00Z
gaming_console
-78
14
26
3.01
0
0.118
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-003592
2026-01-28T10:39:00Z
security_camera
-39
10
158
0.55
12
0.138
Address assignment problem for security camera: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-002875
2026-01-22T23:10:00Z
gaming_console
-83
27
19
5.39
0
0.205
gaming console repeatedly disconnects with weak RSSI of -83 dBm while other network indicators remain mostly normal.
weak_signal
INC-002046
2026-01-16T15:07:00Z
voice_assistant
-44
23
17
0.35
1
0.114
Routine health check for voice assistant: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-000811
2026-01-07T04:46:00Z
iot_sensor
-90
21
46
4.14
0
0.035
Poor Wi-Fi coverage detected for iot sensor; signal strength is -90 dBm and the client appears far from the access point.
weak_signal
INC-004530
2026-02-04T14:37:00Z
tablet
-65
42
12
1.02
0
0.187
Routine health check for tablet: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-003757
2026-01-29T16:54:00Z
gaming_console
-81
34
59
4.53
1
0.051
gaming console repeatedly disconnects with weak RSSI of -81 dBm while other network indicators remain mostly normal.
weak_signal
INC-005668
2026-02-13T07:12:00Z
security_camera
-54
36
107
0.64
8
0.068
Address assignment problem for security camera: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-005468
2026-02-11T18:36:00Z
smartphone
-34
100
52
1.08
0
0.124
Likely Wi-Fi congestion affecting smartphone: busy channel at 100% utilization with intermittent retransmissions.
wifi_congestion
INC-003474
2026-01-27T12:57:00Z
laptop
-54
55
27
1.54
0
0.04
Routine health check for laptop: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-005005
2026-02-08T05:35:00Z
voice_assistant
-86
13
53
4.82
1
0.011
voice assistant repeatedly disconnects with weak RSSI of -86 dBm while other network indicators remain mostly normal.
weak_signal
INC-004554
2026-02-04T18:56:00Z
tablet
-38
42
42
0.87
0
0.03
Routine health check for tablet: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-001885
2026-01-15T09:39:00Z
smart_tv
-80
46
31
0.41
0
0.182
smart tv repeatedly disconnects with weak RSSI of -80 dBm while other network indicators remain mostly normal.
weak_signal
INC-001139
2026-01-09T16:52:00Z
security_camera
-46
39
131
0.41
1
0.967
Potential DNS security incident for security camera: anomalous query pattern and risk score 0.967.
dns_security_risk
INC-001711
2026-01-14T01:47:00Z
iot_sensor
-87
18
58
4.55
0
0.217
Poor Wi-Fi coverage detected for iot sensor; signal strength is -87 dBm and the client appears far from the access point.
weak_signal
INC-004956
2026-02-07T20:44:00Z
tablet
-66
11
44
0.52
1
0.035
Routine health check for tablet: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-000001
2026-01-01T00:19:00Z
laptop
-83
19
27
3.93
0
0.152
laptop repeatedly disconnects with weak RSSI of -83 dBm while other network indicators remain mostly normal.
weak_signal
INC-005840
2026-02-14T14:40:00Z
security_camera
-54
97
114
2.91
0
0.109
security camera experiences reduced throughput while channel utilization is 97% and neighbouring traffic is heavy.
wifi_congestion
INC-000824
2026-01-07T07:09:00Z
smartphone
-64
97
122
1.34
0
0.094
Likely Wi-Fi congestion affecting smartphone: busy channel at 97% utilization with intermittent retransmissions.
wifi_congestion
INC-000954
2026-01-08T07:02:00Z
iot_sensor
-46
23
9
0.35
0
0.197
iot sensor is connected normally with RSSI -46 dBm, latency 9 ms, channel utilization 23% and no material packet loss.
healthy
INC-002622
2026-01-21T00:49:00Z
smartphone
-51
37
12
1.2
1
0.087
Routine health check for smartphone: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-001497
2026-01-12T10:31:00Z
voice_assistant
-39
41
832
22.84
0
0.02
Network quality degradation for voice assistant: elevated round-trip time and 22.84% packet loss despite an acceptable signal level.
high_latency
INC-005574
2026-02-12T14:01:00Z
gaming_console
-49
47
15
0.33
0
0.013
gaming console is connected normally with RSSI -49 dBm, latency 15 ms, channel utilization 47% and no material packet loss.
healthy
INC-001235
2026-01-10T10:27:00Z
voice_assistant
-41
23
113
0.03
0
0.8
voice assistant generated unusual DNS activity with risk score 0.8; review domains and resolver behaviour.
dns_security_risk
INC-004220
2026-02-02T05:43:00Z
laptop
-59
92
47
1.44
1
0.013
Likely Wi-Fi congestion affecting laptop: busy channel at 92% utilization with intermittent retransmissions.
wifi_congestion
INC-003393
2026-01-26T22:03:00Z
voice_assistant
-47
42
431
3.35
0
0.059
Network quality degradation for voice assistant: elevated round-trip time and 3.35% packet loss despite an acceptable signal level.
high_latency
INC-003516
2026-01-27T20:36:00Z
tablet
-52
38
15
0.33
0
0.179
Routine health check for tablet: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-001855
2026-01-15T04:09:00Z
smartphone
-83
53
51
4.18
1
0.094
Poor Wi-Fi coverage detected for smartphone; signal strength is -83 dBm and the client appears far from the access point.
weak_signal
INC-004647
2026-02-05T11:57:00Z
iot_sensor
-56
55
615
13.3
0
0.136
iot sensor reports latency of 615 ms and packet loss of 13.3%, causing slow or unstable application traffic.
high_latency
INC-000128
2026-01-01T23:32:00Z
smart_tv
-60
78
115
3.85
1
0.135
smart tv experiences reduced throughput while channel utilization is 78% and neighbouring traffic is heavy.
wifi_congestion
INC-005381
2026-02-11T02:39:00Z
gaming_console
-62
33
118
0.39
0
0.949
Potential DNS security incident for gaming console: anomalous query pattern and risk score 0.949.
dns_security_risk
INC-005355
2026-02-10T21:45:00Z
security_camera
-52
49
714
21.38
0
0.148
Network quality degradation for security camera: elevated round-trip time and 21.38% packet loss despite an acceptable signal level.
high_latency
INC-005203
2026-02-09T18:00:00Z
laptop
-86
23
58
4.18
0
0.084
Poor Wi-Fi coverage detected for laptop; signal strength is -86 dBm and the client appears far from the access point.
weak_signal
INC-003040
2026-01-24T05:20:00Z
gaming_console
-65
51
155
1.07
7
0.04
Address assignment problem for gaming console: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-002769
2026-01-22T03:49:00Z
gaming_console
-43
44
342
20.86
0
0.136
Network quality degradation for gaming console: elevated round-trip time and 20.86% packet loss despite an acceptable signal level.
high_latency
INC-003579
2026-01-28T08:16:00Z
voice_assistant
-73
54
773
7.99
0
0.194
voice assistant reports latency of 773 ms and packet loss of 7.99%, causing slow or unstable application traffic.
high_latency
INC-005888
2026-02-14T23:38:00Z
smartphone
-41
84
41
3.73
0
0.207
smartphone experiences reduced throughput while channel utilization is 84% and neighbouring traffic is heavy.
wifi_congestion