Telecommunications Equipment Failure Logs
This dataset provides detailed logs of telecommunications equipment failure events and recovery actions, including timestamps, equipment and provider identifiers, failure types and severity, and impact metrics. It enables reliability analysis, predictive maintenance, and operational benchmarking for telecom networks, supporting both technical and business decision-making.
Sample rows
preview · 8 of 200 rows · all 21 columns| failure_idstring | equipment_typestring | affected_customers_countinteger | recovery_successfulboolean | location_citystring | provider_idstring | equipment_idstring | location_sitestring | location_statestring | location_countrystring | failure_datetimedatetime | failure_typestring | failure_severitystring | detected_bystring | recovery_start_datetimedatetime | recovery_end_datetimedatetime | recovery_duration_minutesinteger | reported_bystring | failure_descriptionstring | recovery_actionstring | recovery_notesstring |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| F10001 | router | 950 | true | Chicago | TCom-01 | RT-0601A | SiteA-CHI-01 | IL | USA | 2024-04-03T09:17:00Z | hardware | critical | automated monitoring | 2024-04-03T09:25:00Z | 2024-04-03T10:35:00Z | 70 | sys_admin_23 | Core router failed due to overheating, network traffic rerouted. | Replaced faulty cooling unit and restarted core router. | Replacement successful, all systems operational. |
| F10002 | switch | 480 | true | Tokyo | NetWave | SW-7812Q | SwitchRoom-TYO-03 | Tokyo | Japan | 2024-03-18T18:46:00Z | network | major | automated monitoring | 2024-03-18T18:47:00Z | 2024-03-18T19:10:00Z | 23 | net_ops_tyo | Switch lost connectivity to upstream router, partial outages reported. | Restored uplink port, verified routing tables. | Connectivity restored, monitoring for further issues. |
| F10003 | base_station | 4200 | true | Nairobi | GlobeTel | BS-9001Z | RuralStation-NBO-04 | Nairobi County | Kenya | 2024-05-09T12:06:00Z | environmental | critical | manual inspection | 2024-05-09T13:11:00Z | 2024-05-09T18:45:00Z | 334 | field_ops_nbo | Base station down due to heavy rain and flooding. | Elevated equipment, replaced damaged power supply. | All repairs completed, base station back online. |
| F10004 | transceiver | 320 | true | Sydney | TCom-02 | XCVR-312B | LabCenter-SYD-02 | NSW | Australia | 2024-03-21T11:20:00Z | hardware | major | automated monitoring | 2024-03-21T11:27:00Z | 2024-03-21T12:03:00Z | 36 | sys_admin_aus | Transceiver module failed during peak traffic. | Module swapped, recalibrated optical lines. | No further errors detected post-replacement. |
| F10005 | fiber_optic_cable | 15200 | false | Reykjavik | GlobeTel | FOC-0112F | TunnelFOC-REY-10 | Capital Region | Iceland | 2024-04-13T03:50:00Z | environmental | critical | manual inspection | 2024-04-13T06:00:00Z | 2024-04-13T18:20:00Z | 740 | marine_ops_ic | Undersea fiber optic cable damaged by seismic activity. | Cable segment replaced, rerouted traffic during repair. | Temporary fix in place; full replacement scheduled. |
| F10006 | switch | 240 | true | Berlin | NetWave | SW-1847L | SwitchRoom-BER-07 | Berlin | Germany | 2024-05-15T16:54:00Z | power | major | manual inspection | 2024-05-15T17:00:00Z | 2024-05-15T17:32:00Z | 32 | field_ops_ber | Switch rebooted unexpectedly after voltage drop. | UPS installed, checked for further power issues. | UPS operational, no further reboots observed. |
| F10007 | router | 35 | true | Austin | TCom-01 | RT-0602B | SiteB-AUS-05 | TX | USA | 2024-04-02T08:41:00Z | software | minor | automated monitoring | 2024-04-02T08:42:00Z | 2024-04-02T08:46:00Z | 4 | sys_admin_tx | Router firmware crashed during configuration update. | Rolled back update, reinstalled previous firmware. | Firmware stable post-recovery. |
| F10008 | fiber_optic_cable | 7100 | true | Paris | NetWave | FOC-0041C | BridgeFOC-PAR-06 | Île-de-France | France | 2024-05-05T21:18:00Z | hardware | critical | automated monitoring | 2024-05-05T22:00:00Z | 2024-05-06T02:45:00Z | 285 | fiber_team_par | Fiber cable break detected under bridge crossing. | Spliced cable, tested link integrity. | Cable restored, throughput returned to normal. |
| F10009 | base_station | 1700 | false | Dubai | GlobeTel | BS-9002A | Station-DXB-07 | Dubai | UAE | 2024-05-12T05:22:00Z | power | major | manual inspection | 2024-05-12T06:00:00Z | 2024-05-12T07:35:00Z | 95 | field_ops_dxb | Base station outage due to generator failure. | Generator repaired, base station restarted. | Partial restoration; additional generator work required. |
| F10010 | switch | 510 | true | New York | TCom-01 | SW-5691M | DataHall-NYC-11 | NY | USA | 2024-03-27T14:09:00Z | hardware | major | automated monitoring | 2024-03-27T14:15:00Z | 2024-03-27T14:41:00Z | 26 | sys_admin_ny | Switch power supply failed, downstream links offline. | Power supply swapped, verified link restoration. | All ports operational, traffic normalized. |
| F10011 | router | 800 | true | Berlin | NetWave | RT-0701D | CoreRoom-BER-09 | Berlin | Germany | 2024-04-18T08:39:00Z | network | major | automated monitoring | 2024-04-18T08:41:00Z | 2024-04-18T09:18:00Z | 37 | net_ops_ber | Major packet loss at core router, affecting all Berlin sites. | Reconfigured routing protocol, cleared ARP cache. | Network stability restored. |
| F10012 | fiber_optic_cable | 33000 | false | Cape Town | GlobeTel | FOC-0121X | UnderseaFOC-CPT-02 | Western Cape | South Africa | 2024-05-03T04:01:00Z | environmental | critical | manual inspection | 2024-05-03T06:00:00Z | 2024-05-03T20:55:00Z | 895 | marine_ops_cpt | Undersea cable hit by anchor, severe data loss. | Cable section replaced, rerouted international traffic. | Major outages remain, permanent repairs underway. |
| F10013 | router | 0 | true | Delhi | TCom-02 | RT-0603C | LabCenter-DEL-03 | Delhi | India | 2024-03-30T10:35:00Z | software | minor | manual inspection | 2024-03-30T10:36:00Z | 2024-03-30T10:39:00Z | 3 | qa_team_del | Router interface froze during internal QA testing. | Reset interface, applied firmware patch. | Patch verified, no further freezes observed. |
| F10014 | switch | 0 | true | Seattle | TCom-01 | SW-5692J | DataHall-SEA-10 | WA | USA | 2024-04-23T23:24:00Z | software | warning | automated monitoring | 2024-04-23T23:25:00Z | 2024-04-23T23:26:00Z | 1 | sys_admin_sea | Switch logging error detected, no impact to traffic. | Restarted logging service, checked error logs. | Logging normalized, no further warnings. |
| F10015 | fiber_optic_cable | 10200 | true | Berlin | NetWave | FOC-0156E | TunnelFOC-BER-08 | Berlin | Germany | 2024-04-04T17:19:00Z | hardware | critical | manual inspection | 2024-04-04T18:05:00Z | 2024-04-04T21:55:00Z | 230 | fiber_team_ber | Tunnel fiber cable severed by excavation. | Cable spliced, tested for signal loss. | Signal restored, excavation protocols updated. |
| F10016 | base_station | 2800 | true | Cape Town | GlobeTel | BS-9003B | RemoteStation-CPT-09 | Western Cape | South Africa | 2024-05-27T07:32:00Z | power | critical | manual inspection | 2024-05-27T08:00:00Z | 2024-05-27T13:25:00Z | 325 | field_ops_cpt | Base station lost power after transformer explosion. | Transformer replaced, base station reactivated. | Station fully functional after transformer swap. |
| F10017 | switch | 0 | true | Montreal | TCom-02 | SW-5693F | LabSwitch-MTL-14 | QC | Canada | 2024-03-10T15:19:00Z | network | minor | automated monitoring | 2024-03-10T15:20:00Z | 2024-03-10T15:25:00Z | 5 | lab_ops_mtl | Switch port flapping, noticed during lab simulation. | Disabled affected port, replaced cable. | Port stable, simulation resumed. |
| F10018 | fiber_optic_cable | 21000 | false | Singapore | NetWave | FOC-0189P | UnderseaFOC-SIN-06 | Singapore | Singapore | 2024-05-28T04:53:00Z | environmental | critical | manual inspection | 2024-05-28T05:15:00Z | 2024-05-28T18:00:00Z | 765 | marine_ops_sin | Undersea cable damage due to marine construction. | Cable rerouted, full replacement scheduled. | Temporary reroute in place; permanent fix pending. |
| F10019 | base_station | 1200 | true | Nairobi | GlobeTel | BS-9004L | RemoteStation-NBO-11 | Nairobi County | Kenya | 2024-04-20T21:59:00Z | power | major | manual inspection | 2024-04-20T22:15:00Z | 2024-04-20T23:32:00Z | 77 | field_ops_nbo | Battery backup failed, base station lost power. | Replaced batteries, tested backup system. | Station stable, power redundancy confirmed. |
| F10020 | router | 0 | true | San Francisco | TCom-01 | RT-0604K | TestLab-SF-04 | CA | USA | 2024-03-15T19:02:00Z | software | warning | automated monitoring | 2024-03-15T19:03:00Z | 2024-03-15T19:04:00Z | 1 | qa_team_sf | Router test failed during automated QA. | Restarted test process, cleared error logs. | QA passed after reset. |
What the 200 rows show
from the 200-row sampleFiber_
- 88%recovery_
successful = true - 535median affected_
customers_ count - 2detected_
by values - 4providers
- 4failure severities
- 5failure types
Median 535, from 0 to 33,000.
- string 15
- integer 2
- datetime 3
- boolean 1
Columns
21 columns in four groups| column | type | description | example |
|---|---|---|---|
| Text 15 columns | |||
failure_id | string | Unique identifier for each equipment failure eventunique | F10001 |
provider_id | string | Unique identifier for the telecom provider reporting the failure4 providers | TCom-01 |
equipment_id | string | Unique identifier for the affected equipment | RT-0601A |
equipment_type | string | Type or category of the equipment (e.g., router, switch, base station)6 values | router |
location_site | string | Name or code of the site/location where the equipment is installed | SiteA-CHI-01 |
location_city | string | City where the equipment is located | Chicago |
location_state | string | State or region where the equipment is located | IL |
location_country | string | Country where the equipment is located | USA |
failure_type | string | Type of failure (e.g., hardware, software, power, network)6 values | hardware |
failure_severity | string | Severity level of the failurecritical · major · minor · warning | critical |
failure_description | string | Detailed description of the failure eventoptional | Core router failed due to… |
detected_by | string | Method or system that detected the failure (e.g., automated monitoring, manual inspection)2 values | automated monitoring |
recovery_action | string | Primary action taken to recover from the failure | Replaced faulty cooling u… |
recovery_notes | string | Additional notes or comments about the recovery processoptional | QA passed after reset. |
reported_by | string | Name or ID of the person or system reporting the failureoptional | sys_admin_23 |
| Numbers 2 columns | |||
recovery_duration_minutes | integer | Total duration of recovery in minutes0 or more | 70 |
affected_customers_count | integer | Estimated number of customers affected by the failure0 or more · optional | 950 |
| Dates and times 3 columns | |||
failure_datetime | datetime | Date and time when the failure occurred | 2024-04-03T09:17:00Z |
recovery_start_datetime | datetime | Date and time when recovery actions started | 2024-04-03T09:25:00Z |
recovery_end_datetime | datetime | Date and time when recovery actions were completed | 2024-04-03T10:35:00Z |
| True or false 1 column | |||
recovery_successful | boolean | Indicates whether the recovery was successful | true |
Use it for
A telecommunications dashboard
The recovery_
successful rate, affected_ customers_ count by equipment_ type and a breakdown of location_ city. Excel, Power BI or Tableau. Why do the 43 fiber_
optic_ cable rows have a mean affected_ customers_ count of 13,106? A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
- Failures200F10001950routerF10002480switchF1000515200fiber_op…
A software demo
Believable failures with provider_
id, equipment_ id and equipment_ type to fill a screen in front of a buyer.
This dataset200 rows21 columns
Yours1,000 rows21 columnslocation_site: UK only
blueprint · telecommunications-equipment-failure-logs
Behind this dataset
Same schema. As many rows as you need.
These 200 rows came out of a blueprint — 21 columns with generation rules behind each one. Open it in Data Factory to retune a column, add your own, wire in foreign keys, and run it at the size you actually need.
Rules it was built with
- Each log includes equipment type, failure reason
- Downtime measured in minutes
- Critical failures escalated
- Frequency of failures tracked per site
- Recovery timelines recorded
Open the blueprint in Data Factory
1 credit per row. Preview 20 rows free. Buy rows for the full run.
- Exports
- CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
- Licence
- yours to use, including commercially
- API slug
- telecommunications-equipment-failure-logs