Telecom Spare Parts Lifecycle Tracker

This dataset provides a comprehensive, end-to-end record of telecom spare parts, including procurement, inventory status, installation, maintenance activities, and retirement. It enables infrastructure managers to optimize asset utilization, ensure supply chain transparency, and proactively manage risks related to part shortages or network downtime. Ideal for operational analytics, predictive maintenance, and supply chain optimization in telecom environments.

  • last updated 25 Oct 2025
  • by GoMask
The brief that made it

Spare parts inventory optimization and shortage risk analysis

Sample rows

preview · 8 of 65 rows · all 22 columns
spare_part_idstringcurrent_statusstringquantity_in_stockintegersupplierstringpart_numberstringpart_namestringcategorystringmanufacturerstringprocurement_datedatepurchase_order_numberstringwarehouse_locationstringinstallation_datedateinstalled_site_idstringmaintenance_datedatemaintenance_typestringmaintenance_notesstringretirement_datedateretirement_reasonstringexpected_lifetime_monthsintegercriticality_levelstringminimum_stock_thresholdintegerlast_updateddatetime
SP1001in_stock12Telecom Wholesale IncRT-AX88URouter Board AX88routerNetGear2022-05-10PO20220510AWH-NY-001blankblankblankblankblankblankblank48high52024-06-10T09:35:21
SP1002installed0MobileParts LLCANT-5G-1205G Sector AntennaantennaEricsson2021-09-25PO20210925EWH-TX-0032021-10-01SITE-DFW-22blankblankblankblankblank60high22024-05-12T11:15:09
SP1003reserved5FiberConnectCABL-OM4-50MFiber Optic Cable 50m OM4cableCorning2023-02-11PO20230211CWH-CA-004blankblankblankblankblankblankblank36medium22024-06-07T16:01:12
SP1004under_maintenance1NetworkDepotSW-4800Core Switch 4800switchCisco2022-04-16PO20220416SWH-NJ-0022022-05-01SITE-NWK-102024-06-01correctiveReplaced faulty power supply.blankblank72high12024-06-01T13:24:55
SP1005in_transit0EnergyLogixBATT-LI-100AHLithium Battery 100AhbatteryPanasonic2023-10-19PO20231019BWH-FL-008blankblankblankblankblankblankblank30medium22024-06-08T10:45:17
SP1006retired0Telecom Wholesale IncANT-4G-654G Directional AntennaantennaHuawei2022-12-06PO20221206AWH-IL-0062023-01-10SITE-CHI-07blankblankblank2024-05-30end_of_life40medium12024-05-30T08:01:48
SP1007in_stock8MobileParts LLCMOD-GSM-900GSM Module 900MHzmoduleQualcomm2023-03-05PO20230305MWH-GA-010blankblankblankblankblankblankblank54medium32024-06-10T14:10:32
SP1008in_stock18FiberConnectCAB-PWR-10MPower Cable 10mcableBelden2022-11-27PO20221127PWH-NC-009blankblankblankblankblankblankblank24low62024-06-09T12:18:33

What the 65 rows show

from the 65-row sample

In_stock (current status) stands out: mean quantity_in_stock is 11.9, against 0.57 for the rest.

  • 0median quantity_in_stock
  • 3criticality levels
  • 7categories
  • 48median expected_lifetime_months
  • 2median minimum_stock_threshold
Mean quantity_in_stock by current_status65 rows
0102011.9in_st…19 rows0.0insta…16 rows0.88under…8 rows0.0retir…9 rows0.0in_tr…6 rows2.7reser…7 rows
quantity_in_stock65 rows, in bands of 2.5
0255043343521211012.525quantity_in_stock →

Median 0, from 0 to 23.

supplier64 rows with a value · 1 left blank
  1. MobileParts LLC11
  2. ProTelecom8
  3. Telecom Wholesale Inc6
  4. FiberConnect6
  5. NetworkDepot6
  6. EnergyLogix4
  7. FiberLink4
  8. CableWorks4
  9. TeleParts Direct3
  10. AntennaHub3
22 columns by typefrom the column list below
  • string 14
  • integer 3
  • date 4
  • datetime 1

Columns

22 columns in three groups
blueprint · 22 columns
columntypedescriptionexample
Text 14 columns
spare_part_idstringUnique identifier for each spare partuniqueSP1001
part_numberstringManufacturer or supplier part numberRT-AX88U
part_namestringDescriptive name of the spare partRouter Board AX88
categorystringFunctional category of the part (e.g., router, antenna, cable)7 categoriesrouter
manufacturerstringName of the part manufacturerNetGear
supplierstringName of the supplier or distributoroptionalTelecom Wholesale Inc
purchase_order_numberstringPurchase order reference for procurementoptionalPO20220510A
warehouse_locationstringPhysical location or code of the warehouse where the part is storedoptionalWH-NY-001
current_statusstringCurrent lifecycle status of the part6 valuesin_stock
installed_site_idstringIdentifier for the telecom site or network node where the part is installedoptionalSITE-DFW-22
maintenance_typestringType of maintenance performed (e.g., preventive, corrective)preventive · corrective · inspection · upgrade · optionalcorrective
maintenance_notesstringAdditional notes or details about maintenance activitiesoptionalReplaced faulty power sup…
retirement_reasonstringReason for part retirement (e.g., end-of-life, failure, upgrade)end_of_life · failure · upgrade · obsolete · other · optionalend_of_life
criticality_levelstringBusiness criticality of the parthigh · medium · lowhigh
Numbers 3 columns
expected_lifetime_monthsintegerExpected operational lifetime of the part in months1 or more · optional48
quantity_in_stockintegerCurrent quantity of the part available in stock0 or more12
minimum_stock_thresholdintegerMinimum quantity threshold to trigger reordering0 or more · optional5
Dates and times 5 columns
procurement_datedateDate the part was procured2022-05-10
installation_datedateDate the part was installed in the networkoptional2021-10-01
maintenance_datedateDate of the most recent maintenance activityoptional2024-06-01
retirement_datedateDate the part was retired from active useoptional2024-05-30
last_updateddatetimeTimestamp of the last update to this record2024-06-10T09:35:21

Use it for

  • median quantit…065 rowsmean quantity in stoc…11.9in_s…0.0inst…0.88unde…0.0reti…

    A telecommunications dashboard

    Quantity_in_stock by current_status and a breakdown of supplier. Excel, Power BI or Tableau.

  • Why do the 19 in_stock rows have a mean quantity_in_stock of 11.9?

    A root-cause class exercise

    Hand out the rows and one question. The answer is in the data, not in the brief.

  • A software demo

    Believable spare parts with part_number, part_name and category to fill a screen in front of a buyer.

Not quite right?

Make it yours.

Same 22 columns, your size and your rules. See 20 rows before you pay.

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1,000 rows: $1.99 · 10,000: $12.99One-time. No subscription. All prices

This dataset65 rows22 columns
Yours1,000 rows22 columnswarehouse_location: UK only

blueprint · telecom-spare-parts-lifecycle-tracker

Behind this dataset

Same schema. As many rows as you need.

These 65 rows came out of a blueprint — 22 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 row represents a single spare part asset.
  • Lifecycle stages are sequential: Ordered → Received → Installed → Serviced → Retired.
  • Record must include unique part ID and supplier ID.
  • Maintenance events require timestamp and technician ID.
  • Retirement status triggers notification for replacement planning.
Rows
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Exports
CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
Licence
yours to use, including commercially
API slug
telecom-spare-parts-lifecycle-tracker

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