Telecom Hardware Supply Risk Index

This dataset offers granular risk metrics for telecom hardware supply chains, including supplier details, risk scores, environmental impact, and operational criticality. It enables procurement teams to proactively identify vulnerabilities, assess supply resilience, and support sustainable infrastructure planning across global telecom projects.

  • last updated 14 Dec 2025
  • by GoMask
The brief that made it

Supply chain risk assessment for telecom hardware procurement

Sample rows

preview · 8 of 85 rows · all 17 columns
hardware_idstringrisk_levelstringrisk_indexfloatalternative_suppliers_availablebooleanrisk_factorsstringhardware_namestringhardware_typestringmanufacturer_namestringmanufacturer_countrystringsupplier_namestringsupplier_countrystringlast_risk_assessment_datedatelead_time_daysintegerenvironmental_impact_scorefloatcriticality_levelstringproject_namestringproject_countrystring
HW-0001low18.2truelogistics,regulatoryCisco Nexus 9300switchCisco SystemsUSATelecomPro DistributorsCanada2024-02-151634.6importantOntario 5G ExpansionCanada
HW-0002high58.4falsegeopolitical,single-sourceHuawei OptiXstar S6820transceiverHuaweiChinaAsiaTel SolutionsSingapore2024-04-032857.3mission-criticalMetro Fiber BackboneSingapore
HW-0003low23.9trueregulatoryJuniper MX480routerJuniper NetworksUSANetConnect HoldingsUK2024-03-292141.2importantLondon Fiber RolloutUnited Kingdom
HW-0004medium31.7truelogisticsAlcatel-Lucent 7750routerNokiaFinlandNordicTel ABSweden2024-02-112622.1mission-criticalStockholm MetroNetSweden
HW-0005low6.5truelogisticsBelden CAT6e ShieldedcableBeldenUSACableSolutionsUSA2024-03-17717.9non-criticalAustin Data CenterUSA
HW-0006medium49.1falsegeopolitical,logisticsZTE ZXHN F680routerZTEChinaPacific Net SuppliesAustralia2024-01-223268importantSydney Fiber ExtensionAustralia
HW-0007medium37.8truesingle-source,regulatoryEricsson AIR 6488antennaEricssonSwedenEuroCell TechnologiesGermany2024-02-281929.7importantBerlin 5G UrbanGermany
HW-0008low13.6truelogisticsCommScope Systimax GigaSPEED X10DcableCommScopeUSAInfraWorks SupplyMexico2024-02-061125.3non-criticalMexico City MetroCoreMexico

What the 85 rows show

from the 85-row sample

Critical (risk level) stands out: mean risk_index is 84.0, against 35.2 for the rest.

  • 64%alternative_suppliers_available = true
  • 36.4median risk_index
  • 3criticality levels
  • 7hardware types
  • 20median lead_time_days
  • 37.1median environmental_impact_score
Mean risk_index by risk_level85 rows
05010016.9low26 rows36.6medium32 rows60.6high17 rows84.0critical10 rows
risk_index85 rows, in bands of 10
081621616141096561050100risk_index →

Median 36.4, from 6.5 to 96.2.

risk_factors74 rows with a value · 11 left blank
  1. logistics19
  2. logistics,regulatory7
  3. single-source,logistics6
  4. regulatory,logistics6
  5. regulatory5
  6. geopolitical,logistics4
  7. environmental,logistics4
  8. geopolitical,single-source,logistics3
  9. geopolitical,regulatory,single-source3
  10. geopolitical,single-source2
17 columns by typefrom the column list below
  • string 12
  • integer 1
  • float 2
  • date 1
  • boolean 1

Columns

17 columns in four groups
blueprint · 17 columns
columntypedescriptionexample
Text 12 columns
hardware_idstringUnique identifier for the telecom hardware itemuniqueHW-0001
hardware_namestringName or model of the telecom hardwareCisco Nexus 9300
hardware_typestringType/category of telecom hardware (e.g., router, switch, antenna)7 valuesswitch
manufacturer_namestringName of the hardware manufacturerCisco Systems
manufacturer_countrystringCountry where the manufacturer is basedUSA
supplier_namestringName of the supplier or distributorTelecomPro Distributors
supplier_countrystringCountry where the supplier is basedCanada
risk_levelstringCategorical risk level based on risk indexlow · medium · high · criticallow
risk_factorsstringComma-separated list of key risk factors (e.g., geopolitical, single-source, logistics, regulatory)optionallogistics,regulatory
criticality_levelstringOperational criticality of the hardware (e.g., non-critical, important, mission-critical)non-critical · important · mission-criticalimportant
project_namestringName of the telecom infrastructure project using this hardwareoptionalOntario 5G Expansion
project_countrystringCountry where the telecom project is locatedoptionalCanada
Numbers 3 columns
risk_indexfloatComposite risk score for the hardware supply (0-100, higher means greater risk)0 to 10018.2
lead_time_daysintegerAverage procurement lead time in days for this hardware item0 or more16
environmental_impact_scorefloatScore (0-100) indicating the environmental impact of the hardware supply chain0 to 100 · optional34.6
Dates and times 1 column
last_risk_assessment_datedateDate of the most recent risk assessment for this hardware item2024-02-15
True or false 1 column
alternative_suppliers_availablebooleanIndicates if alternative suppliers are available for this hardware itemtrue

Use it for

  • alternative su…64%54 of 85 rowsmean risk index by ri…16.9low36.6medi…60.6high84.0crit…

    A telecommunications dashboard

    The alternative_suppliers_available rate, risk_index by risk_level and a breakdown of risk_factors. Excel, Power BI or Tableau.

  • Why do the 10 critical rows have a mean risk_index of 84.0?

    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 hardwares with hardware_name, hardware_type and manufacturer_name to fill a screen in front of a buyer.

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This dataset85 rows17 columns
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blueprint · telecom-hardware-supply-risk-index

Behind this dataset

Same schema. As many rows as you need.

These 85 rows came out of a blueprint — 17 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 hardware supplier is assigned a unique risk score based on delivery timeliness, geopolitical exposure, and compliance status.
  • Supply risk categories include sustainability compliance, cyber risk, and climate vulnerability.
  • Risk scores are updated quarterly based on actual incident reports and audit data.
  • Suppliers with repeated delays or compliance failures are flagged as high risk.
  • Minimum two suppliers per hardware component to enable comparative analysis.
Rows
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Exports
CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
Licence
yours to use, including commercially
API slug
telecom-hardware-supply-risk-index

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