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-002070
2026-01-16T19:40:00Z
smartphone
-55
12
34
0.66
0
0.081
smartphone is connected normally with RSSI -55 dBm, latency 34 ms, channel utilization 12% and no material packet loss.
healthy
INC-003742
2026-01-29T14:05:00Z
iot_sensor
-52
35
116
0.72
12
0.141
Address assignment problem for iot sensor: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-001920
2026-01-15T16:00:00Z
gaming_console
-45
47
33
0.8
0
0.136
Routine health check for gaming console: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-003837
2026-01-30T07:29:00Z
security_camera
-66
50
819
7.94
0
0.041
security camera reports latency of 819 ms and packet loss of 7.94%, causing slow or unstable application traffic.
high_latency
INC-002118
2026-01-17T04:27:00Z
iot_sensor
-45
39
19
0.72
0
0.165
Routine health check for iot sensor: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-000703
2026-01-06T08:59:00Z
voice_assistant
-85
44
68
2.17
0
0.165
Poor Wi-Fi coverage detected for voice assistant; signal strength is -85 dBm and the client appears far from the access point.
weak_signal
INC-000223
2026-01-02T16:53:00Z
laptop
-81
23
31
3.54
0
0.191
laptop repeatedly disconnects with weak RSSI of -81 dBm while other network indicators remain mostly normal.
weak_signal
INC-000487
2026-01-04T17:26:00Z
laptop
-84
38
46
4.37
0
0.139
Poor Wi-Fi coverage detected for laptop; signal strength is -84 dBm and the client appears far from the access point.
weak_signal
INC-003549
2026-01-28T02:45:00Z
voice_assistant
-55
50
313
6.77
0
0.186
voice assistant reports latency of 313 ms and packet loss of 6.77%, causing slow or unstable application traffic.
high_latency
INC-004367
2026-02-03T08:46:00Z
tablet
-64
40
137
1.08
1
0.777
Potential DNS security incident for tablet: anomalous query pattern and risk score 0.777.
dns_security_risk
INC-004742
2026-02-06T05:22:00Z
tablet
-38
81
38
6.71
0
0.018
Likely Wi-Fi congestion affecting tablet: busy channel at 81% utilization with intermittent retransmissions.
wifi_congestion
INC-005646
2026-02-13T03:14:00Z
laptop
-38
44
29
1.14
0
0.067
Routine health check for laptop: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-001011
2026-01-08T17:27:00Z
laptop
-57
65
220
10.09
0
0.09
Network quality degradation for laptop: elevated round-trip time and 10.09% packet loss despite an acceptable signal level.
high_latency
INC-002274
2026-01-18T09:02:00Z
smart_tv
-61
35
21
0.3
0
0.054
Routine health check for smart tv: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-004042
2026-01-31T21:10:00Z
laptop
-41
24
98
0
15
0.145
laptop failed to obtain or renew an IP address; 15 DHCP failures were observed recently.
dhcp_failure
INC-000676
2026-01-06T04:04:00Z
iot_sensor
-52
47
52
0.22
3
0.177
Address assignment problem for iot sensor: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-004471
2026-02-04T03:46:00Z
voice_assistant
-89
16
61
0.43
1
0.102
voice assistant repeatedly disconnects with weak RSSI of -89 dBm while other network indicators remain mostly normal.
weak_signal
INC-000353
2026-01-03T16:50:00Z
tablet
-51
40
57
0.48
0
0.955
tablet generated unusual DNS activity with risk score 0.955; review domains and resolver behaviour.
dns_security_risk
INC-003097
2026-01-24T15:48:00Z
smart_tv
-79
27
27
4.76
0
0.024
smart tv repeatedly disconnects with weak RSSI of -79 dBm while other network indicators remain mostly normal.
weak_signal
INC-000648
2026-01-05T22:50:00Z
gaming_console
-49
36
29
0.94
1
0.185
gaming console is connected normally with RSSI -49 dBm, latency 29 ms, channel utilization 36% and no material packet loss.
healthy
INC-003798
2026-01-30T00:25:00Z
iot_sensor
-65
11
29
0.3
0
0.125
iot sensor is connected normally with RSSI -65 dBm, latency 29 ms, channel utilization 11% and no material packet loss.
healthy
INC-003041
2026-01-24T05:31:00Z
tablet
-59
31
62
0.91
0
0.817
Potential DNS security incident for tablet: anomalous query pattern and risk score 0.817.
dns_security_risk
INC-004895
2026-02-07T09:34:00Z
tablet
-53
32
90
0.42
0
0.86
tablet generated unusual DNS activity with risk score 0.86; review domains and resolver behaviour.
dns_security_risk
INC-001992
2026-01-16T05:12:00Z
smartphone
-60
38
44
0.07
1
0.076
Routine health check for smartphone: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-003520
2026-01-27T21:30:00Z
voice_assistant
-61
8
56
0.19
13
0.037
Address assignment problem for voice assistant: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-000455
2026-01-04T11:32:00Z
tablet
-63
15
29
0.4
1
0.92
tablet generated unusual DNS activity with risk score 0.92; review domains and resolver behaviour.
dns_security_risk
INC-000726
2026-01-06T13:13:00Z
tablet
-47
52
31
0.84
1
0.205
tablet is connected normally with RSSI -47 dBm, latency 31 ms, channel utilization 52% and no material packet loss.
healthy
INC-001746
2026-01-14T08:10:00Z
smartphone
-62
31
13
1.19
0
0.177
smartphone is connected normally with RSSI -62 dBm, latency 13 ms, channel utilization 31% and no material packet loss.
healthy
INC-003831
2026-01-30T06:24:00Z
tablet
-61
74
401
20.32
0
0.142
Network quality degradation for tablet: elevated round-trip time and 20.32% packet loss despite an acceptable signal level.
high_latency
INC-003922
2026-01-30T23:05:00Z
smartphone
-61
25
163
0.61
9
0.168
smartphone failed to obtain or renew an IP address; 9 DHCP failures were observed recently.
dhcp_failure
INC-003914
2026-01-30T21:38:00Z
smart_tv
-44
81
84
6.96
1
0.026
Likely Wi-Fi congestion affecting smart tv: busy channel at 81% utilization with intermittent retransmissions.
wifi_congestion
INC-005306
2026-02-10T12:46:00Z
smartphone
-38
90
78
2.6
1
0.033
Likely Wi-Fi congestion affecting smartphone: busy channel at 90% utilization with intermittent retransmissions.
wifi_congestion
INC-001530
2026-01-12T16:31:00Z
laptop
-55
42
31
0.01
0
0.022
laptop is connected normally with RSSI -55 dBm, latency 31 ms, channel utilization 42% and no material packet loss.
healthy
INC-003061
2026-01-24T09:14:00Z
smart_tv
-86
18
40
2.2
0
0.078
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-001502
2026-01-12T11:30:00Z
smartphone
-59
78
39
6.08
0
0.195
smartphone experiences reduced throughput while channel utilization is 78% and neighbouring traffic is heavy.
wifi_congestion
INC-000559
2026-01-05T06:30:00Z
smartphone
-81
51
27
3.02
0
0.216
Poor Wi-Fi coverage detected for smartphone; signal strength is -81 dBm and the client appears far from the access point.
weak_signal
INC-004955
2026-02-07T20:29:00Z
tablet
-66
28
86
0.12
1
0.903
Potential DNS security incident for tablet: anomalous query pattern and risk score 0.903.
dns_security_risk
INC-000120
2026-01-01T22:10:00Z
security_camera
-63
17
12
0.35
0
0.117
security camera is connected normally with RSSI -63 dBm, latency 12 ms, channel utilization 17% and no material packet loss.
healthy
INC-002896
2026-01-23T03:05:00Z
iot_sensor
-49
52
176
0.54
5
0.218
iot sensor failed to obtain or renew an IP address; 5 DHCP failures were observed recently.
dhcp_failure
INC-001948
2026-01-15T21:15:00Z
tablet
-55
43
82
0.45
5
0.02
Address assignment problem for tablet: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-003666
2026-01-29T00:16:00Z
smartphone
-38
42
19
1.14
1
0.075
smartphone is connected normally with RSSI -38 dBm, latency 19 ms, channel utilization 42% and no material packet loss.
healthy
INC-004721
2026-02-06T01:40:00Z
iot_sensor
-62
49
131
0.17
0
0.817
iot sensor generated unusual DNS activity with risk score 0.817; review domains and resolver behaviour.
dns_security_risk
INC-000545
2026-01-05T04:05:00Z
smart_tv
-42
8
88
0.32
1
0.913
Potential DNS security incident for smart tv: anomalous query pattern and risk score 0.913.
dns_security_risk
INC-002116
2026-01-17T04:02:00Z
smartphone
-59
44
180
0.85
9
0.015
smartphone failed to obtain or renew an IP address; 9 DHCP failures were observed recently.
dhcp_failure
INC-001641
2026-01-13T12:53:00Z
tablet
-65
25
513
22.59
1
0.174
Network quality degradation for tablet: elevated round-trip time and 22.59% packet loss despite an acceptable signal level.
high_latency
INC-001294
2026-01-10T21:18:00Z
smart_tv
-42
48
34
0.3
4
0.072
smart tv failed to obtain or renew an IP address; 4 DHCP failures were observed recently.
dhcp_failure
INC-002774
2026-01-22T04:35:00Z
voice_assistant
-38
86
56
0.98
0
0.13
voice assistant experiences reduced throughput while channel utilization is 86% and neighbouring traffic is heavy.
wifi_congestion
INC-003629
2026-01-28T17:22:00Z
gaming_console
-51
45
37
0
0
0.892
Potential DNS security incident for gaming console: anomalous query pattern and risk score 0.892.
dns_security_risk
INC-004919
2026-02-07T13:54:00Z
gaming_console
-73
20
73
1.81
1
0.918
gaming console generated unusual DNS activity with risk score 0.918; review domains and resolver behaviour.
dns_security_risk
INC-004393
2026-02-03T13:26:00Z
gaming_console
-92
46
28
1.12
1
0.168
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-001073
2026-01-09T04:45:00Z
laptop
-67
30
121
0.11
0
0.869
Potential DNS security incident for laptop: anomalous query pattern and risk score 0.869.
dns_security_risk
INC-004788
2026-02-06T13:52:00Z
smart_tv
-44
39
10
0.7
1
0.119
Routine health check for smart tv: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-001970
2026-01-16T01:10:00Z
smart_tv
-43
96
84
1.75
1
0.141
smart tv experiences reduced throughput while channel utilization is 96% and neighbouring traffic is heavy.
wifi_congestion
INC-001679
2026-01-13T19:54:00Z
laptop
-53
40
78
0.42
1
0.883
Potential DNS security incident for laptop: anomalous query pattern and risk score 0.883.
dns_security_risk
INC-001393
2026-01-11T15:23:00Z
voice_assistant
-85
47
62
2.7
0
0.146
Poor Wi-Fi coverage detected for voice assistant; signal strength is -85 dBm and the client appears far from the access point.
weak_signal
INC-003584
2026-01-28T09:08:00Z
laptop
-63
91
84
4.26
0
0.129
Likely Wi-Fi congestion affecting laptop: busy channel at 91% utilization with intermittent retransmissions.
wifi_congestion
INC-002206
2026-01-17T20:26:00Z
voice_assistant
-42
12
56
0.26
9
0.117
voice assistant failed to obtain or renew an IP address; 9 DHCP failures were observed recently.
dhcp_failure
INC-000693
2026-01-06T07:09:00Z
gaming_console
-61
47
446
8.92
0
0.012
Network quality degradation for gaming console: elevated round-trip time and 8.92% packet loss despite an acceptable signal level.
high_latency
INC-001123
2026-01-09T14:01:00Z
smart_tv
-76
10
54
1.28
0
0.197
smart tv repeatedly disconnects with weak RSSI of -76 dBm while other network indicators remain mostly normal.
weak_signal
INC-000546
2026-01-05T04:15:00Z
security_camera
-67
15
25
0.59
0
0.136
Routine health check for security camera: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-000830
2026-01-07T08:11:00Z
laptop
-59
94
62
4.85
1
0.193
laptop experiences reduced throughput while channel utilization is 94% and neighbouring traffic is heavy.
wifi_congestion
INC-002294
2026-01-18T12:35:00Z
laptop
-50
81
61
1.09
1
0.111
Likely Wi-Fi congestion affecting laptop: busy channel at 81% utilization with intermittent retransmissions.
wifi_congestion
INC-005266
2026-02-10T05:36:00Z
smart_tv
-66
14
57
0.66
13
0.083
Address assignment problem for smart tv: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-002303
2026-01-18T14:22:00Z
tablet
-54
35
45
0.9
0
0.964
tablet generated unusual DNS activity with risk score 0.964; review domains and resolver behaviour.
dns_security_risk
INC-000825
2026-01-07T07:17:00Z
laptop
-46
75
799
4.2
0
0.14
laptop reports latency of 799 ms and packet loss of 4.2%, causing slow or unstable application traffic.
high_latency
INC-001406
2026-01-11T17:51:00Z
voice_assistant
-61
88
76
1.81
0
0.105
voice assistant experiences reduced throughput while channel utilization is 88% and neighbouring traffic is heavy.
wifi_congestion
INC-005338
2026-02-10T18:41:00Z
iot_sensor
-47
19
149
0.45
8
0.017
iot sensor failed to obtain or renew an IP address; 8 DHCP failures were observed recently.
dhcp_failure
INC-004580
2026-02-04T23:42:00Z
smart_tv
-42
81
123
2.68
1
0.107
smart tv experiences reduced throughput while channel utilization is 81% and neighbouring traffic is heavy.
wifi_congestion
INC-005222
2026-02-09T21:26:00Z
smart_tv
-42
88
141
6.01
1
0.085
smart tv experiences reduced throughput while channel utilization is 88% and neighbouring traffic is heavy.
wifi_congestion
INC-002374
2026-01-19T03:24:00Z
smart_tv
-49
39
49
0.28
13
0.081
Address assignment problem for smart tv: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-003357
2026-01-26T15:35:00Z
iot_sensor
-64
78
687
9.33
1
0.154
iot sensor reports latency of 687 ms and packet loss of 9.33%, causing slow or unstable application traffic.
high_latency
INC-002450
2026-01-19T17:11:00Z
security_camera
-44
94
111
4.3
1
0.137
Likely Wi-Fi congestion affecting security camera: busy channel at 94% utilization with intermittent retransmissions.
wifi_congestion
INC-004240
2026-02-02T09:27:00Z
tablet
-56
21
61
0.06
6
0.19
Address assignment problem for tablet: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-001016
2026-01-08T18:18:00Z
iot_sensor
-47
78
78
2.71
1
0.205
Likely Wi-Fi congestion affecting iot sensor: busy channel at 78% utilization with intermittent retransmissions.
wifi_congestion
INC-005845
2026-02-14T15:42:00Z
smartphone
-90
25
37
2.29
1
0.063
smartphone repeatedly disconnects with weak RSSI of -90 dBm while other network indicators remain mostly normal.
weak_signal
INC-003143
2026-01-25T00:16:00Z
laptop
-42
44
80
0
1
0.816
Potential DNS security incident for laptop: anomalous query pattern and risk score 0.816.
dns_security_risk
INC-005007
2026-02-08T06:00:00Z
gaming_console
-60
25
409
16.24
0
0.033
gaming console reports latency of 409 ms and packet loss of 16.24%, causing slow or unstable application traffic.
high_latency
INC-002865
2026-01-22T21:16:00Z
security_camera
-56
43
519
8.73
0
0.014
Network quality degradation for security camera: elevated round-trip time and 8.73% packet loss despite an acceptable signal level.
high_latency
INC-002399
2026-01-19T07:54:00Z
tablet
-43
29
94
0.13
0
0.843
tablet generated unusual DNS activity with risk score 0.843; review domains and resolver behaviour.
dns_security_risk
INC-004845
2026-02-07T00:23:00Z
voice_assistant
-47
54
241
3.99
0
0.207
voice assistant reports latency of 241 ms and packet loss of 3.99%, causing slow or unstable application traffic.
high_latency
INC-003262
2026-01-25T22:07:00Z
tablet
-40
37
137
0.33
9
0.131
Address assignment problem for tablet: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-003782
2026-01-29T21:31:00Z
voice_assistant
-61
83
72
2.4
0
0.179
Likely Wi-Fi congestion affecting voice assistant: busy channel at 83% utilization with intermittent retransmissions.
wifi_congestion
INC-004254
2026-02-02T12:02:00Z
security_camera
-50
25
36
1.17
0
0.166
Routine health check for security camera: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-005536
2026-02-12T06:58:00Z
tablet
-61
25
44
2.43
15
0.17
Address assignment problem for tablet: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-001882
2026-01-15T09:11:00Z
laptop
-58
22
162
2.31
6
0.172
Address assignment problem for laptop: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure
INC-002210
2026-01-17T21:16:00Z
tablet
-50
79
56
4.36
0
0.144
Likely Wi-Fi congestion affecting tablet: busy channel at 79% utilization with intermittent retransmissions.
wifi_congestion
INC-002583
2026-01-20T17:41:00Z
iot_sensor
-42
82
257
18.61
1
0.09
iot sensor reports latency of 257 ms and packet loss of 18.61%, causing slow or unstable application traffic.
high_latency
INC-001054
2026-01-09T01:22:00Z
tablet
-63
12
170
1.17
5
0.183
tablet failed to obtain or renew an IP address; 5 DHCP failures were observed recently.
dhcp_failure
INC-000647
2026-01-05T22:44:00Z
iot_sensor
-66
27
32
0.26
1
0.886
Potential DNS security incident for iot sensor: anomalous query pattern and risk score 0.886.
dns_security_risk
INC-004730
2026-02-06T03:18:00Z
iot_sensor
-58
95
93
2.71
1
0.047
Likely Wi-Fi congestion affecting iot sensor: busy channel at 95% utilization with intermittent retransmissions.
wifi_congestion
INC-000266
2026-01-03T00:49:00Z
smartphone
-44
95
123
6.28
0
0.159
Likely Wi-Fi congestion affecting smartphone: busy channel at 95% utilization with intermittent retransmissions.
wifi_congestion
INC-000867
2026-01-07T15:01:00Z
laptop
-52
31
534
6.95
0
0.108
Network quality degradation for laptop: elevated round-trip time and 6.95% packet loss despite an acceptable signal level.
high_latency
INC-004667
2026-02-05T15:39:00Z
iot_sensor
-61
46
40
0.72
0
0.853
iot sensor generated unusual DNS activity with risk score 0.853; review domains and resolver behaviour.
dns_security_risk
INC-003545
2026-01-28T01:58:00Z
gaming_console
-40
52
95
0.51
1
0.971
Potential DNS security incident for gaming console: anomalous query pattern and risk score 0.971.
dns_security_risk
INC-003585
2026-01-28T09:20:00Z
security_camera
-54
63
462
17.55
0
0.199
Network quality degradation for security camera: elevated round-trip time and 17.55% packet loss despite an acceptable signal level.
high_latency
INC-004434
2026-02-03T20:54:00Z
gaming_console
-46
20
15
0.26
0
0.156
Routine health check for gaming console: stable connection, low DNS risk and normal DHCP behaviour.
healthy
INC-000853
2026-01-07T12:28:00Z
laptop
-79
45
54
4.9
0
0.21
Poor Wi-Fi coverage detected for laptop; signal strength is -79 dBm and the client appears far from the access point.
weak_signal
INC-005500
2026-02-12T00:25:00Z
tablet
-51
12
76
0.29
3
0.113
tablet failed to obtain or renew an IP address; 3 DHCP failures were observed recently.
dhcp_failure
INC-005126
2026-02-09T03:49:00Z
voice_assistant
-42
88
106
4.28
0
0.147
Likely Wi-Fi congestion affecting voice assistant: busy channel at 88% utilization with intermittent retransmissions.
wifi_congestion
INC-002914
2026-01-23T06:21:00Z
gaming_console
-50
12
51
0.18
12
0.207
Address assignment problem for gaming console: repeated DHCP negotiation failures prevent stable connectivity.
dhcp_failure