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-003771
2026-01-29T19:26:00Z
gaming_console
-56
33
677
10.61
1
0.16
Network quality degradation for gaming console: elevated round-trip time and 10.61% packet loss despite an acceptable signal level.
high_latency
INC-003509
2026-01-27T19:22:00Z
gaming_console
-67
8
154
0.79
1
0.935
Potential DNS security incident for gaming console: anomalous query pattern and risk score 0.935.
dns_security_risk
INC-005314
2026-02-10T14:20:00Z
smartphone
-67
29
115
0.33
10
0.064
smartphone failed to obtain or renew an IP address; 10 DHCP failures were observed recently.
dhcp_failure
INC-003412
2026-01-27T01:42:00Z
voice_assistant
-43
17
148
0.41
11
0.094
Address assignment problem for voice assistant: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-000831
2026-01-07T08:26:00Z
iot_sensor
-57
35
688
17.47
1
0.111
Network quality degradation for iot sensor: elevated round-trip time and 17.47% packet loss despite an acceptable signal level.
high_latency
INC-005927
2026-02-15T06:37:00Z
smartphone
-41
43
30
0.07
0
0.82
Potential DNS security incident for smartphone: anomalous query pattern and risk score 0.82.
dns_security_risk
INC-004543
2026-02-04T16:54:00Z
gaming_console
-91
51
56
2.74
1
0.098
gaming console repeatedly disconnects with weak RSSI of -91 dBm while other network indicators remain mostly normal.
weak_signal
INC-002219
2026-01-17T22:58:00Z
gaming_console
-56
24
101
0.5
1
0.851
gaming console generated unusual DNS activity with risk score 0.851; review domains and resolver behaviour.
dns_security_risk
INC-000705
2026-01-06T09:21:00Z
laptop
-45
57
218
18.86
0
0.219
Network quality degradation for laptop: elevated round-trip time and 18.86% packet loss despite an acceptable signal level.
high_latency
INC-000450
2026-01-04T10:36:00Z
smartphone
-38
29
44
1.05
0
0.044
smartphone is connected normally with RSSI -38 dBm, latency 44 ms, channel utilization 29% and no material packet loss.
healthy
INC-000505
2026-01-04T20:45:00Z
security_camera
-82
43
16
3.62
0
0.073
security camera repeatedly disconnects with weak RSSI of -82 dBm while other network indicators remain mostly normal.
weak_signal
INC-003023
2026-01-24T02:20:00Z
smartphone
-65
39
143
0.07
1
0.896
smartphone generated unusual DNS activity with risk score 0.896; review domains and resolver behaviour.
dns_security_risk
INC-000604
2026-01-05T14:44:00Z
security_camera
-63
11
139
0.22
14
0.065
Address assignment problem for security camera: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-001417
2026-01-11T19:57:00Z
security_camera
-88
19
46
1.04
0
0.165
security camera repeatedly disconnects with weak RSSI of -88 dBm while other network indicators remain mostly normal.
weak_signal
INC-003158
2026-01-25T03:05:00Z
smart_tv
-42
89
40
1.31
1
0.136
Likely Wi-Fi congestion affecting smart tv: busy channel at 89% utilization with intermittent retransmissions.
wifi_congestion
INC-002677
2026-01-21T10:47:00Z
laptop
-94
27
33
1.36
0
0.215
Poor Wi-Fi coverage detected for laptop; signal strength is -94 dBm and the client appears far from the access point.
weak_signal
INC-001359
2026-01-11T09:19:00Z
smart_tv
-64
46
598
19.39
0
0.177
Network quality degradation for smart tv: elevated round-trip time and 19.39% packet loss despite an acceptable signal level.
high_latency
INC-004084
2026-02-01T04:47:00Z
voice_assistant
-38
44
41
0.28
11
0.054
voice assistant failed to obtain or renew an IP address; 11 DHCP failures were observed recently.
dhcp_failure
INC-002857
2026-01-22T19:47:00Z
tablet
-91
19
48
1.5
1
0.03
tablet repeatedly disconnects with weak RSSI of -91 dBm while other network indicators remain mostly normal.
weak_signal
INC-000135
2026-01-02T00:52:00Z
gaming_console
-57
35
757
18.07
0
0.074
Network quality degradation for gaming console: elevated round-trip time and 18.07% packet loss despite an acceptable signal level.
high_latency
INC-001128
2026-01-09T14:51:00Z
gaming_console
-61
49
25
0.49
0
0.097
Routine health check for gaming console: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-000851
2026-01-07T12:08:00Z
security_camera
-67
28
38
0.26
0
0.871
Potential DNS security incident for security camera: anomalous query pattern and risk score 0.871.
dns_security_risk
INC-004901
2026-02-07T10:39:00Z
gaming_console
-38
38
126
0.78
0
0.938
Potential DNS security incident for gaming console: anomalous query pattern and risk score 0.938.
dns_security_risk
INC-004878
2026-02-07T06:22:00Z
voice_assistant
-56
30
9
0.08
0
0.148
voice assistant is connected normally with RSSI -56 dBm, latency 9 ms, channel utilization 30% and no material packet loss.
healthy
INC-002265
2026-01-18T07:22:00Z
laptop
-49
47
445
4.06
1
0.101
Network quality degradation for laptop: elevated round-trip time and 4.06% packet loss despite an acceptable signal level.
high_latency
INC-004883
2026-02-07T07:23:00Z
tablet
-56
17
95
0.05
0
0.887
Potential DNS security incident for tablet: anomalous query pattern and risk score 0.887.
dns_security_risk
INC-000996
2026-01-08T14:45:00Z
iot_sensor
-43
25
44
0.48
0
0.044
Routine health check for iot sensor: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-005206
2026-02-09T18:35:00Z
smart_tv
-58
40
164
0.4
9
0.126
Address assignment problem for smart tv: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-003910
2026-01-30T21:00:00Z
security_camera
-46
12
145
1.19
14
0.088
security camera failed to obtain or renew an IP address; 14 DHCP failures were observed recently.
dhcp_failure
INC-005622
2026-02-12T22:47:00Z
smartphone
-61
13
23
0.94
0
0.159
smartphone is connected normally with RSSI -61 dBm, latency 23 ms, channel utilization 13% and no material packet loss.
healthy
INC-001353
2026-01-11T08:04:00Z
smartphone
-37
30
773
15.65
0
0.208
smartphone reports latency of 773 ms and packet loss of 15.65%, causing slow or unstable application traffic.
high_latency
INC-000350
2026-01-03T16:14:00Z
voice_assistant
-63
87
97
4.09
1
0.104
voice assistant experiences reduced throughput while channel utilization is 87% and neighbouring traffic is heavy.
wifi_congestion
INC-002445
2026-01-19T16:23:00Z
smart_tv
-46
86
556
18.85
0
0.202
smart tv reports latency of 556 ms and packet loss of 18.85%, causing slow or unstable application traffic.
high_latency
INC-003300
2026-01-26T05:10:00Z
voice_assistant
-55
22
29
1.15
1
0.18
voice assistant is connected normally with RSSI -55 dBm, latency 29 ms, channel utilization 22% and no material packet loss.
healthy
INC-001352
2026-01-11T07:52:00Z
laptop
-58
87
63
2
0
0.033
Likely Wi-Fi congestion affecting laptop: busy channel at 87% utilization with intermittent retransmissions.
wifi_congestion
INC-004807
2026-02-06T17:20:00Z
voice_assistant
-84
41
65
4.69
0
0.163
Poor Wi-Fi coverage detected for voice assistant; signal strength is -84 dBm and the client appears far from the access point.
weak_signal
INC-000384
2026-01-03T22:29:00Z
laptop
-45
41
37
0.38
0
0.012
laptop is connected normally with RSSI -45 dBm, latency 37 ms, channel utilization 41% and no material packet loss.
healthy
INC-002038
2026-01-16T13:41:00Z
security_camera
-49
14
116
0.27
11
0.086
security camera failed to obtain or renew an IP address; 11 DHCP failures were observed recently.
dhcp_failure
INC-004126
2026-02-01T12:35:00Z
tablet
-58
36
56
0.6
13
0.132
Address assignment problem for tablet: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-004295
2026-02-02T19:28:00Z
gaming_console
-63
39
102
0.92
0
0.918
gaming console generated unusual DNS activity with risk score 0.918; review domains and resolver behaviour.
dns_security_risk
INC-003093
2026-01-24T15:08:00Z
smart_tv
-50
27
815
9.18
1
0.092
smart tv reports latency of 815 ms and packet loss of 9.18%, causing slow or unstable application traffic.
high_latency
INC-003842
2026-01-30T08:29:00Z
gaming_console
-43
97
126
4.52
0
0.182
gaming console experiences reduced throughput while channel utilization is 97% and neighbouring traffic is heavy.
wifi_congestion
INC-003045
2026-01-24T06:24:00Z
laptop
-58
68
248
10.13
1
0.095
laptop reports latency of 248 ms and packet loss of 10.13%, causing slow or unstable application traffic.
high_latency
INC-001362
2026-01-11T09:52:00Z
smartphone
-55
46
44
0.75
1
0.171
Routine health check for smartphone: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-005307
2026-02-10T13:00:00Z
laptop
-50
40
701
3.93
0
0.053
Network quality degradation for laptop: elevated round-trip time and 3.93% packet loss despite an acceptable signal level.
high_latency
INC-003724
2026-01-29T10:50:00Z
tablet
-65
18
98
0.96
8
0.086
tablet failed to obtain or renew an IP address; 8 DHCP failures were observed recently.
dhcp_failure
INC-005773
2026-02-14T02:33:00Z
gaming_console
-85
33
49
3.77
1
0.209
gaming console repeatedly disconnects with weak RSSI of -85 dBm while other network indicators remain mostly normal.
weak_signal
INC-002824
2026-01-22T13:53:00Z
laptop
-63
21
83
0.54
15
0.165
Address assignment problem for laptop: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-003073
2026-01-24T11:24:00Z
iot_sensor
-86
41
57
4.94
0
0.067
Poor Wi-Fi coverage detected for iot sensor; signal strength is -86 dBm and the client appears far from the access point.
weak_signal
INC-004032
2026-01-31T19:19:00Z
security_camera
-58
12
22
0.93
0
0.063
Routine health check for security camera: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-005015
2026-02-08T07:27:00Z
smartphone
-52
52
61
0.03
1
0.886
smartphone generated unusual DNS activity with risk score 0.886; review domains and resolver behaviour.
dns_security_risk
INC-003113
2026-01-24T18:48:00Z
gaming_console
-62
13
91
0.64
0
0.904
gaming console generated unusual DNS activity with risk score 0.904; review domains and resolver behaviour.
dns_security_risk
INC-004260
2026-02-02T13:07:00Z
smartphone
-59
35
35
0.54
1
0.167
Routine health check for smartphone: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-000103
2026-01-01T19:02:00Z
smart_tv
-85
50
46
2.19
0
0.158
smart tv repeatedly disconnects with weak RSSI of -85 dBm while other network indicators remain mostly normal.
weak_signal
INC-003048
2026-01-24T06:53:00Z
laptop
-41
16
10
0.27
0
0.155
Routine health check for laptop: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-005127
2026-02-09T04:06:00Z
iot_sensor
-50
77
675
8.75
0
0.15
Network quality degradation for iot sensor: elevated round-trip time and 8.75% packet loss despite an acceptable signal level.
high_latency
INC-001560
2026-01-12T22:02:00Z
smartphone
-67
36
15
0.11
0
0.187
smartphone is connected normally with RSSI -67 dBm, latency 15 ms, channel utilization 36% and no material packet loss.
healthy
INC-002410
2026-01-19T09:57:00Z
smart_tv
-54
11
59
1.04
12
0.104
Address assignment problem for smart tv: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-004177
2026-02-01T21:50:00Z
laptop
-82
17
15
4.91
0
0.029
laptop repeatedly disconnects with weak RSSI of -82 dBm while other network indicators remain mostly normal.
weak_signal
INC-004088
2026-02-01T05:34:00Z
smartphone
-55
87
78
5.68
0
0.162
Likely Wi-Fi congestion affecting smartphone: busy channel at 87% utilization with intermittent retransmissions.
wifi_congestion
INC-001798
2026-01-14T17:38:00Z
tablet
-52
15
134
0.24
3
0.186
tablet failed to obtain or renew an IP address; 3 DHCP failures were observed recently.
dhcp_failure
INC-003988
2026-01-31T11:10:00Z
laptop
-39
28
54
0.31
12
0.07
laptop failed to obtain or renew an IP address; 12 DHCP failures were observed recently.
dhcp_failure
INC-004561
2026-02-04T20:11:00Z
laptop
-91
10
59
2.75
1
0.128
laptop repeatedly disconnects with weak RSSI of -91 dBm while other network indicators remain mostly normal.
weak_signal
INC-004064
2026-02-01T01:04:00Z
iot_sensor
-63
82
119
6.75
0
0.066
Likely Wi-Fi congestion affecting iot sensor: busy channel at 82% utilization with intermittent retransmissions.
wifi_congestion
INC-005262
2026-02-10T04:50:00Z
voice_assistant
-65
14
42
0.66
0
0.027
Routine health check for voice assistant: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-003610
2026-01-28T13:52:00Z
iot_sensor
-46
42
71
0.26
15
0.139
Address assignment problem for iot sensor: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-002539
2026-01-20T09:31:00Z
smartphone
-87
14
42
3.06
0
0.202
Poor Wi-Fi coverage detected for smartphone; signal strength is -87 dBm and the client appears far from the access point.
weak_signal
INC-004357
2026-02-03T06:49:00Z
smart_tv
-82
49
46
3.05
1
0.151
Poor Wi-Fi coverage detected for smart tv; signal strength is -82 dBm and the client appears far from the access point.
weak_signal
INC-003580
2026-01-28T08:23:00Z
gaming_console
-47
10
168
0.88
9
0.024
gaming console failed to obtain or renew an IP address; 9 DHCP failures were observed recently.
dhcp_failure
INC-005031
2026-02-08T10:27:00Z
tablet
-47
34
636
14.74
0
0.073
Network quality degradation for tablet: elevated round-trip time and 14.74% packet loss despite an acceptable signal level.
high_latency
INC-005955
2026-02-15T11:53:00Z
iot_sensor
-58
56
277
3.57
0
0.165
Network quality degradation for iot sensor: elevated round-trip time and 3.57% packet loss despite an acceptable signal level.
high_latency
INC-000009
2026-01-01T01:49:00Z
smart_tv
-40
54
534
11.01
1
0.135
smart tv reports latency of 534 ms and packet loss of 11.01%, causing slow or unstable application traffic.
high_latency
INC-003118
2026-01-24T19:40:00Z
laptop
-67
40
142
0.17
6
0.216
Address assignment problem for laptop: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-000513
2026-01-04T22:12:00Z
security_camera
-63
27
318
15.82
1
0.06
Network quality degradation for security camera: elevated round-trip time and 15.82% packet loss despite an acceptable signal level.
high_latency
INC-002317
2026-01-18T16:50:00Z
smart_tv
-86
40
42
3.39
0
0.17
Poor Wi-Fi coverage detected for smart tv; signal strength is -86 dBm and the client appears far from the access point.
weak_signal
INC-004130
2026-02-01T13:15:00Z
smart_tv
-48
86
73
2.64
0
0.102
Likely Wi-Fi congestion affecting smart tv: busy channel at 86% utilization with intermittent retransmissions.
wifi_congestion
INC-002269
2026-01-18T07:59:00Z
tablet
-91
52
61
5.29
0
0.178
Poor Wi-Fi coverage detected for tablet; signal strength is -91 dBm and the client appears far from the access point.
weak_signal
INC-000293
2026-01-03T05:53:00Z
laptop
-67
40
31
0.67
0
0.785
Potential DNS security incident for laptop: anomalous query pattern and risk score 0.785.
dns_security_risk
INC-001399
2026-01-11T16:38:00Z
laptop
-86
25
58
1.33
0
0.189
Poor Wi-Fi coverage detected for laptop; signal strength is -86 dBm and the client appears far from the access point.
weak_signal
INC-004388
2026-02-03T12:38:00Z
security_camera
-38
90
94
1.5
0
0.022
Likely Wi-Fi congestion affecting security camera: busy channel at 90% utilization with intermittent retransmissions.
wifi_congestion
INC-002148
2026-01-17T09:55:00Z
voice_assistant
-67
49
23
0.88
0
0.037
voice assistant is connected normally with RSSI -67 dBm, latency 23 ms, channel utilization 49% and no material packet loss.
healthy
INC-004808
2026-02-06T17:34:00Z
security_camera
-52
79
76
3.34
0
0.174
Likely Wi-Fi congestion affecting security camera: busy channel at 79% utilization with intermittent retransmissions.
wifi_congestion
INC-005749
2026-02-13T21:59:00Z
iot_sensor
-89
12
49
2.99
0
0.196
iot sensor repeatedly disconnects with weak RSSI of -89 dBm while other network indicators remain mostly normal.
weak_signal
INC-002432
2026-01-19T13:57:00Z
voice_assistant
-42
85
122
4.23
0
0.074
Likely Wi-Fi congestion affecting voice assistant: busy channel at 85% utilization with intermittent retransmissions.
wifi_congestion
INC-000170
2026-01-02T07:11:00Z
voice_assistant
-45
90
122
3.77
1
0.074
Likely Wi-Fi congestion affecting voice assistant: busy channel at 90% utilization with intermittent retransmissions.
wifi_congestion
INC-002476
2026-01-19T22:00:00Z
voice_assistant
-46
38
76
0.95
3
0.162
Address assignment problem for voice assistant: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-005099
2026-02-08T22:52:00Z
voice_assistant
-44
52
124
0.74
0
0.968
voice assistant generated unusual DNS activity with risk score 0.968; review domains and resolver behaviour.
dns_security_risk
INC-004728
2026-02-06T02:50:00Z
laptop
-46
43
16
0.26
0
0.145
laptop is connected normally with RSSI -46 dBm, latency 16 ms, channel utilization 43% and no material packet loss.
healthy
INC-005224
2026-02-09T21:54:00Z
security_camera
-61
13
31
0.09
14
0.154
security camera failed to obtain or renew an IP address; 14 DHCP failures were observed recently.
dhcp_failure
INC-000203
2026-01-02T13:20:00Z
iot_sensor
-59
34
141
0.58
0
0.977
iot sensor generated unusual DNS activity with risk score 0.977; review domains and resolver behaviour.
dns_security_risk
INC-002992
2026-01-23T20:34:00Z
smartphone
-48
38
99
1.07
14
0.208
smartphone failed to obtain or renew an IP address; 14 DHCP failures were observed recently.
dhcp_failure
INC-000531
2026-01-05T01:22:00Z
gaming_console
-53
50
608
4.83
0
0.05
Network quality degradation for gaming console: elevated round-trip time and 4.83% packet loss despite an acceptable signal level.
high_latency
INC-000335
2026-01-03T13:26:00Z
voice_assistant
-53
17
92
0.18
0
0.938
Potential DNS security incident for voice assistant: anomalous query pattern and risk score 0.938.
dns_security_risk
INC-003906
2026-01-30T20:13:00Z
smart_tv
-41
24
42
0.75
0
0.192
smart tv is connected normally with RSSI -41 dBm, latency 42 ms, channel utilization 24% and no material packet loss.
healthy
INC-000125
2026-01-01T23:05:00Z
iot_sensor
-66
33
22
0.45
1
0.846
iot sensor generated unusual DNS activity with risk score 0.846; review domains and resolver behaviour.
dns_security_risk
INC-002729
2026-01-21T20:20:00Z
security_camera
-38
11
140
0.71
0
0.859
security camera generated unusual DNS activity with risk score 0.859; review domains and resolver behaviour.
dns_security_risk
INC-004239
2026-02-02T09:18:00Z
laptop
-62
27
606
22.19
0
0.215
laptop reports latency of 606 ms and packet loss of 22.19%, causing slow or unstable application traffic.
high_latency
INC-005037
2026-02-08T11:35:00Z
security_camera
-40
71
561
21.15
0
0.091
security camera reports latency of 561 ms and packet loss of 21.15%, causing slow or unstable application traffic.
high_latency
INC-001601
2026-01-13T05:32:00Z
smart_tv
-64
8
156
0.15
1
0.908
smart tv generated unusual DNS activity with risk score 0.908; review domains and resolver behaviour.
dns_security_risk
INC-001141
2026-01-09T17:14:00Z
iot_sensor
-77
27
31
5.44
1
0.159
Poor Wi-Fi coverage detected for iot sensor; signal strength is -77 dBm and the client appears far from the access point.
weak_signal