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-004181
2026-02-01T22:41:00Z
gaming_console
-38
36
115
0.63
0
0.89
gaming console generated unusual DNS activity with risk score 0.89; review domains and resolver behaviour.
dns_security_risk
INC-001902
2026-01-15T12:45:00Z
iot_sensor
-62
20
30
0.45
0
0.133
iot sensor is connected normally with RSSI -62 dBm, latency 30 ms, channel utilization 20% and no material packet loss.
healthy
INC-003311
2026-01-26T07:07:00Z
smartphone
-67
35
121
0.45
0
0.913
Potential DNS security incident for smartphone: anomalous query pattern and risk score 0.913.
dns_security_risk
INC-004208
2026-02-02T03:32:00Z
laptop
-48
100
81
4.51
0
0.023
laptop experiences reduced throughput while channel utilization is 100% and neighbouring traffic is heavy.
wifi_congestion
INC-002633
2026-01-21T02:52:00Z
smartphone
-48
13
93
0.6
0
0.827
smartphone generated unusual DNS activity with risk score 0.827; review domains and resolver behaviour.
dns_security_risk
INC-003960
2026-01-31T06:05:00Z
laptop
-66
37
10
0.81
0
0.154
laptop is connected normally with RSSI -66 dBm, latency 10 ms, channel utilization 37% and no material packet loss.
healthy
INC-001627
2026-01-13T10:18:00Z
security_camera
-79
45
42
5.44
0
0.137
Poor Wi-Fi coverage detected for security camera; signal strength is -79 dBm and the client appears far from the access point.
weak_signal
INC-004642
2026-02-05T11:06:00Z
laptop
-56
52
104
0.89
9
0.053
Address assignment problem for laptop: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-003082
2026-01-24T13:07:00Z
gaming_console
-40
27
143
0.29
11
0.175
gaming console failed to obtain or renew an IP address; 11 DHCP failures were observed recently.
dhcp_failure
INC-001542
2026-01-12T18:43:00Z
laptop
-72
30
56
2.22
0
0.197
Routine health check for laptop: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-004137
2026-02-01T14:32:00Z
iot_sensor
-49
80
609
21.53
0
0.214
Network quality degradation for iot sensor: elevated round-trip time and 21.53% packet loss despite an acceptable signal level.
high_latency
INC-002810
2026-01-22T11:12:00Z
voice_assistant
-54
89
55
1.84
0
0.036
voice assistant experiences reduced throughput while channel utilization is 89% and neighbouring traffic is heavy.
wifi_congestion
INC-005052
2026-02-08T14:17:00Z
smart_tv
-49
24
14
0.1
0
0.13
Routine health check for smart tv: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-000397
2026-01-04T00:52:00Z
tablet
-90
22
32
0.45
0
0.097
tablet repeatedly disconnects with weak RSSI of -90 dBm while other network indicators remain mostly normal.
weak_signal
INC-003292
2026-01-26T03:41:00Z
tablet
-42
45
71
0.83
12
0.026
Address assignment problem for tablet: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-003478
2026-01-27T13:40:00Z
gaming_console
-55
44
63
1.15
4
0.159
gaming console failed to obtain or renew an IP address; 4 DHCP failures were observed recently.
dhcp_failure
INC-002486
2026-01-19T23:49:00Z
iot_sensor
-53
91
124
6.52
0
0.149
iot sensor experiences reduced throughput while channel utilization is 91% and neighbouring traffic is heavy.
wifi_congestion
INC-000670
2026-01-06T02:54:00Z
laptop
-33
11
89
1.59
13
0.023
Address assignment problem for laptop: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-005979
2026-02-15T16:12:00Z
gaming_console
-52
48
389
5.99
1
0.139
Network quality degradation for gaming console: elevated round-trip time and 5.99% packet loss despite an acceptable signal level.
high_latency
INC-003686
2026-01-29T03:52:00Z
iot_sensor
-67
82
88
1.43
0
0.184
iot sensor experiences reduced throughput while channel utilization is 82% and neighbouring traffic is heavy.
wifi_congestion
INC-002893
2026-01-23T02:30:00Z
gaming_console
-79
36
62
4.1
0
0.076
gaming console repeatedly disconnects with weak RSSI of -79 dBm while other network indicators remain mostly normal.
weak_signal
INC-004361
2026-02-03T07:39:00Z
gaming_console
-42
48
67
0.2
1
0.938
Potential DNS security incident for gaming console: anomalous query pattern and risk score 0.938.
dns_security_risk
INC-002328
2026-01-18T18:57:00Z
laptop
-48
33
36
0.64
1
0.06
laptop is connected normally with RSSI -48 dBm, latency 36 ms, channel utilization 33% and no material packet loss.
healthy
INC-000806
2026-01-07T03:53:00Z
laptop
-59
82
118
1.45
0
0.176
Likely Wi-Fi congestion affecting laptop: busy channel at 82% utilization with intermittent retransmissions.
wifi_congestion
INC-000145
2026-01-02T02:37:00Z
smartphone
-78
18
36
4.71
0
0.083
Poor Wi-Fi coverage detected for smartphone; signal strength is -78 dBm and the client appears far from the access point.
weak_signal
INC-005285
2026-02-10T08:56:00Z
smartphone
-65
32
112
0.33
0
0.796
Potential DNS security incident for smartphone: anomalous query pattern and risk score 0.796.
dns_security_risk
INC-005827
2026-02-14T12:23:00Z
voice_assistant
-93
46
65
2.32
0
0.133
voice assistant repeatedly disconnects with weak RSSI of -93 dBm while other network indicators remain mostly normal.
weak_signal
INC-004151
2026-02-01T17:09:00Z
smart_tv
-49
45
117
0
0
0.921
Potential DNS security incident for smart tv: anomalous query pattern and risk score 0.921.
dns_security_risk
INC-002693
2026-01-21T13:47:00Z
laptop
-52
34
113
0.79
0
0.91
Potential DNS security incident for laptop: anomalous query pattern and risk score 0.91.
dns_security_risk
INC-000802
2026-01-07T03:10:00Z
smart_tv
-50
52
46
0.75
3
0.014
smart tv failed to obtain or renew an IP address; 3 DHCP failures were observed recently.
dhcp_failure
INC-000631
2026-01-05T19:44:00Z
tablet
-91
14
29
2.64
0
0.182
tablet repeatedly disconnects with weak RSSI of -91 dBm while other network indicators remain mostly normal.
weak_signal
INC-001057
2026-01-09T01:55:00Z
gaming_console
-71
45
1
5.34
1
0.1
gaming console repeatedly disconnects with weak RSSI of -71 dBm while other network indicators remain mostly normal.
weak_signal
INC-001342
2026-01-11T06:04:00Z
tablet
-40
10
115
0.35
15
0.043
tablet failed to obtain or renew an IP address; 15 DHCP failures were observed recently.
dhcp_failure
INC-002106
2026-01-17T02:09:00Z
smartphone
-73
55
67
0
0
0.11
smartphone is connected normally with RSSI -73 dBm, latency 67 ms, channel utilization 55% and no material packet loss.
healthy
INC-001879
2026-01-15T08:29:00Z
tablet
-85
9
36
1.11
0
0.188
Poor Wi-Fi coverage detected for tablet; signal strength is -85 dBm and the client appears far from the access point.
weak_signal
INC-002803
2026-01-22T10:03:00Z
smartphone
-79
33
43
1.69
0
0.037
Poor Wi-Fi coverage detected for smartphone; signal strength is -79 dBm and the client appears far from the access point.
weak_signal
INC-001797
2026-01-14T17:31:00Z
iot_sensor
-67
37
298
5.73
1
0.215
Network quality degradation for iot sensor: elevated round-trip time and 5.73% packet loss despite an acceptable signal level.
high_latency
INC-000483
2026-01-04T16:34:00Z
gaming_console
-40
56
287
18.15
0
0.146
gaming console reports latency of 287 ms and packet loss of 18.15%, causing slow or unstable application traffic.
high_latency
INC-000888
2026-01-07T18:56:00Z
tablet
-50
19
32
0.94
1
0.03
Routine health check for tablet: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-005539
2026-02-12T07:38:00Z
smartphone
-77
14
42
0.82
0
0.068
Poor Wi-Fi coverage detected for smartphone; signal strength is -77 dBm and the client appears far from the access point.
weak_signal
INC-005659
2026-02-13T05:39:00Z
smartphone
-90
42
38
2.96
0
0.135
smartphone repeatedly disconnects with weak RSSI of -90 dBm while other network indicators remain mostly normal.
weak_signal
INC-001396
2026-01-11T16:03:00Z
smartphone
-40
47
53
1.1
5
0.161
smartphone failed to obtain or renew an IP address; 5 DHCP failures were observed recently.
dhcp_failure
INC-003465
2026-01-27T11:23:00Z
tablet
-42
30
359
12.95
0
0.177
tablet reports latency of 359 ms and packet loss of 12.95%, causing slow or unstable application traffic.
high_latency
INC-003948
2026-01-31T03:50:00Z
smart_tv
-50
48
32
0.69
0
0.106
smart tv is connected normally with RSSI -50 dBm, latency 32 ms, channel utilization 48% and no material packet loss.
healthy
INC-005700
2026-02-13T13:01:00Z
tablet
-53
34
8
0.87
1
0.033
Routine health check for tablet: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-005472
2026-02-11T19:12:00Z
laptop
-57
23
22
0.32
0
0.057
laptop is connected normally with RSSI -57 dBm, latency 22 ms, channel utilization 23% and no material packet loss.
healthy
INC-002101
2026-01-17T01:18:00Z
smart_tv
-82
9
28
1.34
0
0.1
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-005991
2026-02-15T18:22:00Z
tablet
-55
75
754
11.57
0
0.022
tablet reports latency of 754 ms and packet loss of 11.57%, causing slow or unstable application traffic.
high_latency
INC-002695
2026-01-21T14:13:00Z
smartphone
-80
26
21
3.7
0
0.142
Poor Wi-Fi coverage detected for smartphone; signal strength is -80 dBm and the client appears far from the access point.
weak_signal
INC-001721
2026-01-14T03:36:00Z
tablet
-53
44
123
0.44
0
0.858
tablet generated unusual DNS activity with risk score 0.858; review domains and resolver behaviour.
dns_security_risk
INC-001301
2026-01-10T22:38:00Z
security_camera
-44
16
148
0.89
0
0.761
security camera generated unusual DNS activity with risk score 0.761; review domains and resolver behaviour.
dns_security_risk
INC-003814
2026-01-30T03:24:00Z
gaming_console
-58
51
174
0.09
11
0.158
Address assignment problem for gaming console: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-004921
2026-02-07T14:15:00Z
smart_tv
-94
36
74
1.38
0
0.024
Poor Wi-Fi coverage detected for smart tv; signal strength is -94 dBm and the client appears far from the access point.
weak_signal
INC-002608
2026-01-20T22:14:00Z
iot_sensor
-51
35
143
0.15
14
0.205
iot sensor failed to obtain or renew an IP address; 14 DHCP failures were observed recently.
dhcp_failure
INC-002479
2026-01-19T22:32:00Z
iot_sensor
-77
36
32
2.17
0
0.158
Poor Wi-Fi coverage detected for iot sensor; signal strength is -77 dBm and the client appears far from the access point.
weak_signal
INC-000021
2026-01-01T03:55:00Z
laptop
-46
64
777
8.92
0
0.095
Network quality degradation for laptop: elevated round-trip time and 8.92% packet loss despite an acceptable signal level.
high_latency
INC-004814
2026-02-06T18:37:00Z
smart_tv
-60
99
128
0.51
0
0.056
smart tv experiences reduced throughput while channel utilization is 99% and neighbouring traffic is heavy.
wifi_congestion
INC-004399
2026-02-03T14:32:00Z
smartphone
-82
18
22
4.26
0
0.193
smartphone repeatedly disconnects with weak RSSI of -82 dBm while other network indicators remain mostly normal.
weak_signal
INC-003809
2026-01-30T02:22:00Z
tablet
-54
41
129
1.17
0
0.8
tablet generated unusual DNS activity with risk score 0.8; review domains and resolver behaviour.
dns_security_risk
INC-000581
2026-01-05T10:31:00Z
security_camera
-67
23
66
0.56
1
0.968
security camera generated unusual DNS activity with risk score 0.968; review domains and resolver behaviour.
dns_security_risk
INC-005421
2026-02-11T09:59:00Z
iot_sensor
-66
45
738
19.71
0
0.046
Network quality degradation for iot sensor: elevated round-trip time and 19.71% packet loss despite an acceptable signal level.
high_latency
INC-005020
2026-02-08T08:30:00Z
gaming_console
-47
43
110
1.08
13
0.189
Address assignment problem for gaming console: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-003548
2026-01-28T02:32:00Z
smartphone
-52
93
97
4.45
0
0.177
Likely Wi-Fi congestion affecting smartphone: busy channel at 93% utilization with intermittent retransmissions.
wifi_congestion
INC-002843
2026-01-22T17:17:00Z
gaming_console
-47
17
17
0.74
0
0.904
Potential DNS security incident for gaming console: anomalous query pattern and risk score 0.904.
dns_security_risk
INC-001423
2026-01-11T20:59:00Z
security_camera
-89
44
54
3.34
0
0.078
security camera repeatedly disconnects with weak RSSI of -89 dBm while other network indicators remain mostly normal.
weak_signal
INC-001257
2026-01-10T14:27:00Z
security_camera
-47
64
767
12.67
1
0.08
Network quality degradation for security camera: elevated round-trip time and 12.67% packet loss despite an acceptable signal level.
high_latency
INC-002612
2026-01-20T22:54:00Z
gaming_console
-57
82
94
1.93
1
0.056
gaming console experiences reduced throughput while channel utilization is 82% and neighbouring traffic is heavy.
wifi_congestion
INC-005265
2026-02-10T05:22:00Z
iot_sensor
-50
65
365
20.08
0
0.107
Network quality degradation for iot sensor: elevated round-trip time and 20.08% packet loss despite an acceptable signal level.
high_latency
INC-001249
2026-01-10T13:09:00Z
smartphone
-82
15
31
0.4
0
0.024
Poor Wi-Fi coverage detected for smartphone; signal strength is -82 dBm and the client appears far from the access point.
weak_signal
INC-001134
2026-01-09T15:59:00Z
voice_assistant
-66
44
8
1.14
0
0.19
voice assistant is connected normally with RSSI -66 dBm, latency 8 ms, channel utilization 44% and no material packet loss.
healthy
INC-005458
2026-02-11T16:48:00Z
laptop
-59
56
95
0.61
5
0.057
laptop failed to obtain or renew an IP address; 5 DHCP failures were observed recently.
dhcp_failure
INC-005796
2026-02-14T06:38:00Z
laptop
-45
9
33
0.48
0
0.162
Routine health check for laptop: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-005960
2026-02-15T12:40:00Z
smart_tv
-64
94
118
6.6
0
0.212
Likely Wi-Fi congestion affecting smart tv: busy channel at 94% utilization with intermittent retransmissions.
wifi_congestion
INC-001255
2026-01-10T14:12:00Z
voice_assistant
-85
30
59
4.59
1
0.026
voice assistant repeatedly disconnects with weak RSSI of -85 dBm while other network indicators remain mostly normal.
weak_signal
INC-003318
2026-01-26T08:27:00Z
tablet
-40
43
19
0.47
0
0.145
Routine health check for tablet: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-002411
2026-01-19T10:10:00Z
laptop
-59
50
39
0.41
0
0.866
laptop generated unusual DNS activity with risk score 0.866; review domains and resolver behaviour.
dns_security_risk
INC-005837
2026-02-14T14:11:00Z
smartphone
-57
34
52
1.1
0
0.894
smartphone generated unusual DNS activity with risk score 0.894; review domains and resolver behaviour.
dns_security_risk
INC-002254
2026-01-18T05:17:00Z
tablet
-55
32
62
0.7
15
0.136
tablet failed to obtain or renew an IP address; 15 DHCP failures were observed recently.
dhcp_failure
INC-003546
2026-01-28T02:06:00Z
voice_assistant
-50
10
25
0.99
0
0.023
voice assistant is connected normally with RSSI -50 dBm, latency 25 ms, channel utilization 10% and no material packet loss.
healthy
INC-002938
2026-01-23T10:41:00Z
voice_assistant
-42
45
44
0.81
11
0.016
voice assistant failed to obtain or renew an IP address; 11 DHCP failures were observed recently.
dhcp_failure
INC-003835
2026-01-30T07:07:00Z
voice_assistant
-87
21
79
2.06
0
0.124
voice assistant repeatedly disconnects with weak RSSI of -87 dBm while other network indicators remain mostly normal.
weak_signal
INC-002441
2026-01-19T15:35:00Z
voice_assistant
-45
39
74
0.43
0
0.85
voice assistant generated unusual DNS activity with risk score 0.85; review domains and resolver behaviour.
dns_security_risk
INC-002390
2026-01-19T06:20:00Z
iot_sensor
-46
99
38
5.43
0
0.066
Likely Wi-Fi congestion affecting iot sensor: busy channel at 99% utilization with intermittent retransmissions.
wifi_congestion
INC-002087
2026-01-16T22:37:00Z
smart_tv
-41
34
54
0.68
0
0.843
Potential DNS security incident for smart tv: anomalous query pattern and risk score 0.843.
dns_security_risk
INC-000494
2026-01-04T18:39:00Z
gaming_console
-38
95
116
2.8
0
0.03
Likely Wi-Fi congestion affecting gaming console: busy channel at 95% utilization with intermittent retransmissions.
wifi_congestion
INC-002679
2026-01-21T11:19:00Z
security_camera
-62
57
667
7.93
0
0.13
security camera reports latency of 667 ms and packet loss of 7.93%, causing slow or unstable application traffic.
high_latency
INC-003746
2026-01-29T14:49:00Z
iot_sensor
-66
83
122
2.24
1
0.176
Likely Wi-Fi congestion affecting iot sensor: busy channel at 83% utilization with intermittent retransmissions.
wifi_congestion
INC-003807
2026-01-30T01:58:00Z
voice_assistant
-66
70
567
17.63
0
0.094
voice assistant reports latency of 567 ms and packet loss of 17.63%, causing slow or unstable application traffic.
high_latency
INC-000767
2026-01-06T20:44:00Z
smartphone
-56
18
84
1.89
0
0.891
Potential DNS security incident for smartphone: anomalous query pattern and risk score 0.891.
dns_security_risk
INC-003990
2026-01-31T11:39:00Z
smartphone
-38
0
86
1.24
0
0.064
smartphone is connected normally with RSSI -38 dBm, latency 86 ms, channel utilization 0% and no material packet loss.
healthy
INC-000258
2026-01-02T23:19:00Z
smart_tv
-48
47
23
0.78
1
0.097
smart tv is connected normally with RSSI -48 dBm, latency 23 ms, channel utilization 47% and no material packet loss.
healthy
INC-000770
2026-01-06T21:18:00Z
smartphone
-52
97
59
6.42
0
0.095
Likely Wi-Fi congestion affecting smartphone: busy channel at 97% utilization with intermittent retransmissions.
wifi_congestion
INC-004884
2026-02-07T07:28:00Z
voice_assistant
-45
35
41
0.46
0
0.048
Routine health check for voice assistant: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-005753
2026-02-13T22:53:00Z
tablet
-58
47
151
1.96
0
0.886
tablet generated unusual DNS activity with risk score 0.886; review domains and resolver behaviour.
dns_security_risk
INC-002252
2026-01-18T05:02:00Z
voice_assistant
-65
80
120
6.36
0
0.091
voice assistant experiences reduced throughput while channel utilization is 80% and neighbouring traffic is heavy.
wifi_congestion
INC-000349
2026-01-03T16:03:00Z
smartphone
-84
44
46
4.41
1
0.045
Poor Wi-Fi coverage detected for smartphone; signal strength is -84 dBm and the client appears far from the access point.
weak_signal
INC-001643
2026-01-13T13:13:00Z
smart_tv
-65
19
22
0.88
0
0.799
smart tv generated unusual DNS activity with risk score 0.799; review domains and resolver behaviour.
dns_security_risk
INC-005444
2026-02-11T14:10:00Z
voice_assistant
-42
90
96
2.36
1
0.065
Likely Wi-Fi congestion affecting voice assistant: busy channel at 90% utilization with intermittent retransmissions.
wifi_congestion
INC-000958
2026-01-08T07:46:00Z
security_camera
-62
42
115
1.03
5
0.071
security camera failed to obtain or renew an IP address; 5 DHCP failures were observed recently.
dhcp_failure
INC-002562
2026-01-20T13:42:00Z
laptop
-44
46
18
0.69
1
0.174
laptop is connected normally with RSSI -44 dBm, latency 18 ms, channel utilization 46% and no material packet loss.
healthy