Telecom Tower Energy Benchmarking

This dataset offers detailed energy consumption and operational metrics for telecom towers, including location, power sources, backup systems, and environmental conditions. It is ideal for benchmarking tower efficiency, identifying sustainability opportunities, and supporting strategic upgrades for 5G and IoT deployments. The rich contextual data enables granular analysis across operators, regions, and technology generations.

  • last updated 27 Oct 2025
  • by GoMask
The brief that made it

Benchmarking energy efficiency across telecom tower sites

Sample rows

preview · 8 of 120 rows · all 27 columns
tower_idstringenergy_source_primarystringrenewable_energy_percentagefloatbackup_power_availablebooleanaddress_countrystringoperator_namestringsite_namestringaddress_streetstringaddress_citystringaddress_statestringaddress_postal_codestringlatitudefloatlongitudefloattower_typestringdeployment_typestringnetwork_generationstringinstalled_power_capacity_kwfloataverage_monthly_energy_consumption_kwhfloatpeak_daily_energy_consumption_kwhfloatenergy_source_secondarystringbattery_capacity_kwhfloatgenerator_capacity_kwfloatcooling_typestringaverage_temperature_cfloatsite_uptime_percentagefloatlast_maintenance_datedatenotesstring
TWR_1001ABgrid0trueUSAWirelessCoMetroNorth_21A1428 Main StDallasTX7520132.7865-96.797macrocellurban5G18.24425.7198.2none54423.7air conditioning29.899.922024-04-12High traffic area, robust backup, metro tower
TW_1002CDgrid11.2falseUSACityNetCentralPark_0977 W 65th StNew YorkNY1002340.7726-73.9793microcellurban5G2.4320.518.4solar00air conditioning22.999.652024-03-29Metro small cell, no backup, upgraded antenna
TWR-1003EFgrid0trueUSAEdgeTelEdgeHarbor_12B456 Ocean AveSan DiegoCA9210132.7157-117.1611macrocellurbanmixed15.63822.9164.1none41019.5hybrid26.299.882024-05-03Urban macrocell, robust backup, recent upgrade
TW_1004GHgrid0trueUSAFastWaveSunsetHill_15334 Hilltop RdPhoenixAZ8500333.4484-112.074macrocellurban4G16.13943178.5none32015.9air conditioning31.399.912024-04-21Urban macrocell, metro cluster, AC cooling
TWR_1005IJgrid0falseUSAGlobalConnectBayPoint_17C1018 Bay StSan FranciscoCA9410937.8038-122.4199small cellurban5G1.6190.213.7none00air conditioning19.199.762024-06-04Downtown small cell, no backup
TWR-1006KLdiesel33.7trueUSARuralCellFarmstead_022102 County Rd 7LincolnNE6850540.8258-96.6852macrocellrural3G9.42038.791.2solar17013.4none34.297.892023-10-20Rural macrocell, seasonal generator, solar support
TWR_1007MNdiesel0trueUSAWirelessCoLakeside_29E612 Lake DrMadisonWI5370343.0731-89.4012macrocellrural4G7.71832.180.6none19011.7passive30.898.772023-12-15Seasonal generator, rural cluster, remote access
TW_1008OPhybrid67trueUSAEdgeTelRemotePeak_07A1501 Ridge RdFlagstaffAZ8600135.1983-111.6513macrocellremotemixed12.42521.9102.3wind44513.9none27.296.112023-08-03Remote macrocell, hybrid energy, wind backup

What the 120 rows show

from the 120-row sample

Solar (energy source primary) stands out: mean renewable_energy_percentage is 100.0, against 17.2 for the rest.

  • 67%backup_power_available = true
  • 0.0median renewable_energy_percentage
  • 4deployment types
  • 4energy source secondaries
  • 4cooling types
  • 5tower types
Mean renewable_energy_percentage by energy_source_primary120 rows
0501003.3grid66 rows21.2diesel14 rows100.0solar15 rows100.0wind7 rows59.6hybrid10 rows0.0other8 rows
renewable_energy_percentage120 rows, in bands of 10
035706813221570022050100renewable_energy_percentage →

Median 0.0, from 0.0 to 100.0.

address_country120 rows · top 10 of 18 values
  1. USA59
  2. India11
  3. Australia8
  4. Canada8
  5. France7
  6. Kenya6
  7. UK5
  8. Brazil5
  9. Germany2
  10. United Kingdom1
27 columns by typefrom the column list below
  • string 15
  • float 10
  • date 1
  • boolean 1

Columns

27 columns in four groups
blueprint · 27 columns
columntypedescriptionexample
Text 15 columns
tower_idstringUnique identifier for each telecom toweruniqueTWR_1001AB
operator_namestringName of the telecom operator managing the tower6 namesWirelessCo
site_namestringName or code of the tower site locationMetroNorth_21A
address_streetstringStreet address of the telecom tower1428 Main St
address_citystringCity where the telecom tower is locatedDallas
address_statestringState or province of the telecom tower locationTX
address_postal_codestringPostal code for the tower location75201
address_countrystringCountry where the telecom tower is locatedUSA
tower_typestringType of telecom tower (e.g., macrocell, microcell, small cell)macrocell · microcell · small cell · femtocell · othermacrocell
deployment_typestringDeployment type of the tower (e.g., urban, rural, suburban)urban · rural · suburban · remoteurban
network_generationstringNetwork generation supported (e.g., 4G, 5G, IoT)6 values5G
energy_source_primarystringPrimary energy source used (e.g., grid, diesel, solar)6 valuesgrid
energy_source_secondarystringSecondary energy source used, if any7 values · optionalnone
cooling_typestringType of cooling system used (e.g., air conditioning, passive, hybrid)air conditioning · passive · hybrid · none · other · optionalair conditioning
notesstringAdditional notes or comments about the tower siteoptionalHigh traffic area, robust…
Numbers 10 columns
latitudefloatLatitude coordinate of the tower-90 to 9032.7865
longitudefloatLongitude coordinate of the tower-180 to 180-96.797
installed_power_capacity_kwfloatTotal installed power capacity of the tower in kilowatts (kW)0 or more18.2
average_monthly_energy_consumption_kwhfloatAverage monthly energy consumption of the tower in kilowatt-hours (kWh)0 or more4425.7
peak_daily_energy_consumption_kwhfloatPeak daily energy consumption of the tower in kilowatt-hours (kWh)0 or more · optional198.2
renewable_energy_percentagefloatPercentage of total energy consumption from renewable sources0 to 100 · optional0
battery_capacity_kwhfloatInstalled battery backup capacity in kilowatt-hours (kWh)0 or more · optional544
generator_capacity_kwfloatInstalled generator backup capacity in kilowatts (kW)0 or more · optional23.7
average_temperature_cfloatAverage ambient temperature at the tower site in Celsius-40 to 60 · optional29.8
site_uptime_percentagefloatPercentage of time the tower site is operational (uptime)0 to 10099.92
Dates and times 1 column
last_maintenance_datedateDate of last maintenance performed on the toweroptional2024-04-12
True or false 1 column
backup_power_availablebooleanIndicates if backup power is available at the towertrue

Use it for

  • backup power a…67%80 of 120 rowsmean renewable energy…3.3grid21.2dies…100.0solar100.0wind

    A telecommunications dashboard

    The backup_power_available rate, renewable_energy_percentage by energy_source_primary and a breakdown of address_country. Excel, Power BI or Tableau.

  • Why do the 15 solar rows have a mean renewable_energy_percentage of 100.0?

    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 towers with operator_name, site_name and address_street to fill a screen in front of a buyer.

Not quite right?

Make it yours.

Same 27 columns, your size and your rules. See 20 rows before you pay.

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This dataset120 rows27 columns
Yours1,000 rows27 columnssite_name: UK only

blueprint · telecom-tower-energy-benchmarking

Behind this dataset

Same schema. As many rows as you need.

These 120 rows came out of a blueprint — 27 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
  • Include daily energy usage in kWh per tower
  • Capture tower type (macrocell, microcell, small cell)
  • Flag towers with renewable energy integration
  • Record peak vs. off-peak operational hours
  • Include maintenance event counts per tower
Rows
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Exports
CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
Licence
yours to use, including commercially
API slug
telecom-tower-energy-benchmarking

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