Telecommunications datasets

Network data, customer usage, billing

  • 101 ready-made datasets
  • 8 formats, Excel to Parquet
  • First download free
What the 101 cover1 square = 1 dataset
  • Towers & sustainability26
  • Network performance23
  • Call & usage records16
  • Customers & billing14
  • Spectrum & radio13
  • Outages & faults9
Grouped by dataset title and tags.

101 datasets · page 1 of 5

Showing all 24 on this page

Towers & sustainability

Telecom Base Station Energy Audit

Energy consumption, emissions, and operational data for telecom base stations

This dataset provides detailed energy consumption, emissions, and operational data for telecom base stations, supporting sustainability analysis, ESG reporting, and network optimization. It includes granular information on energy sources, site characteristics, and audit periods, enabling organizations to monitor environmental impact, identify inefficiencies, and drive cost-effective improvements.

24 cols

  • energy_source
  • energy_consumption_kwh
  • audit_period_days
  • renewable_energy_percentage
  • +20
Open in factory
energy_source
grid
energy_consumption_kwh
4320
audit_period_days
60

Towers & sustainability

Edge Infrastructure Deployment Tracker

Unified, detailed view of edge infrastructure deployment projects

This dataset provides a unified, detailed view of edge infrastructure deployment projects, capturing site locations, shipment logistics, deployment milestones, and compliance checks. It enables telecom and technology teams to monitor progress, identify bottlenecks, and ensure regulatory compliance throughout the rollout lifecycle. The flat structure supports robust reporting, operational optimization, and cross-team collaboration.

30 cols

  • deployment_start_date
  • deployment_end_date
  • site_name
  • site_type
  • +26
Open in factory
site_name
North Valley Data Hub
site_type
data_center
latitude
37.3874

Towers & sustainability

Telecom Network Sustainability Scorecards

Energy consumption, emissions, water use, waste management

This dataset provides detailed sustainability scorecards for telecom network sites, including energy consumption, emissions, water use, waste management, and compliance metrics. It enables telecom operators to benchmark environmental performance, support ESG reporting, and drive operational improvements across their infrastructure. The data structure supports both site-level and company-level analysis for regulatory compliance and sustainability strategy.

28 cols

  • network_traffic_tb
  • company_name
  • site_name
  • site_type
  • +24
Open in factory
network_traffic_tb
18350.5
company_name
Telom Communications
site_name
Telom Data Center Los Angeles

Towers & sustainability

Telecom Site Renewable Energy Logs

Granular breakdowns by energy source, uptime on renewables

This dataset provides detailed, site-level logs of renewable and non-renewable energy consumption for telecom tower operations, including granular breakdowns by energy source, uptime on renewables, and estimated carbon offsets. It enables sustainability analysts and operations managers to track progress toward green energy targets, quantify carbon reductions, and optimize energy sourcing strategies across distributed infrastructure.

18 cols

  • site_name
  • site_latitude
  • site_longitude
  • total_energy_consumed_kwh
  • +14
Open in factory
site_name
North Ridge Tower
site_latitude
40.7128
site_longitude
-74.006

Towers & sustainability

Telecom ESG Compliance Event Logs

Emission spikes, waste incidents, renewable energy transitions

This dataset provides granular logs of telecom infrastructure events tied to ESG compliance, including emission spikes, waste incidents, renewable energy transitions, and remediation actions. It enables sustainability officers and operations managers to monitor regulatory adherence, analyze environmental impact trends, and optimize green initiatives across telecom networks. The schema supports detailed event tracking, location-based analysis, and compliance reporting.

24 cols

  • event_type
  • event_datetime
  • site_name
  • reported_by
  • +20
Open in factory
event_type
emission_spike
site_name
Riverside Tower
reported_by
sensor-AX93

Towers & sustainability

Telecom Tower Sustainability Audit Logs

Energy consumption, emissions, efficiency ratings, and ESG compliance status

This dataset provides detailed sustainability audit logs for telecom towers, including energy consumption, emissions, efficiency ratings, and ESG compliance status. It enables operations managers and sustainability teams to monitor tower performance, identify inefficiencies, and prioritize upgrades for greener infrastructure, supporting robust ESG reporting and strategic decision-making.

20 cols

  • tower_name
  • auditor_name
  • audit_date
  • energy_consumption_kwh
  • +16
Open in factory
tower_name
Pinecrest Hill
auditor_name
Green Audit Solutions
energy_consumption_kwh
2155.8

Towers & sustainability

Telecom Equipment Supply Risk Metrics

Supplier performance, lead times, disruption events

This dataset provides granular metrics on telecom equipment supply risk, including supplier performance, lead times, disruption events, and equipment criticality. It enables operations managers and transformation leaders to benchmark supplier reliability, identify vulnerabilities, and proactively mitigate network risks in the face of global disruptions.

17 cols

  • equipment_name
  • equipment_category
  • supplier_name
  • alternate_supplier_available
  • +13
Open in factory
equipment_name
5G Macro Base Station Model X
equipment_category
Core Network
supplier_name
TelecomCore Corp

Towers & sustainability

Telecom Network Carbon Emission Logs

Energy consumption, emission calculations, component details

This dataset provides granular, timestamped logs of carbon emissions from telecom network components, including energy consumption, emission calculations, component details, and location data. It enables telecom operators and sustainability teams to monitor, analyze, and optimize network energy usage for ESG compliance and sustainability reporting. The comprehensive structure supports identification of high-emission areas, trend analysis, and data-driven decision making for greener telecom operations.

19 cols

  • emission_factor_kgco2e_per_kwh
  • carbon_emission_kgco2e
  • component_type
  • component_name
  • +15
Open in factory
emission_factor_kgco2e_per_kwh
0.38
carbon_emission_kgco2e
351.77
component_type
cell_tower

Towers & sustainability

Telecom Equipment Supply Chain Risks

Supplier delays, compliance issues, and disruption likelihood

This dataset provides granular, actionable intelligence on operational risks within the telecommunications equipment supply chain, including supplier delays, compliance issues, and disruption likelihood. It enables telecom operators and procurement managers to proactively identify, assess, and mitigate risks that could impact digital transformation projects, ensuring business continuity and regulatory compliance.

20 cols

  • supplier_name
  • equipment_type
  • project_name
  • risk_type
  • +16
Open in factory
supplier_name
FiberNet Solutions Ltd.
equipment_type
fiber optic cable
project_name
London Metro Expansion

Towers & sustainability

Telecom Equipment Delivery Tracker

Milestone dates, exception handling, and vendor/site details

This dataset provides comprehensive tracking of telecom network equipment deliveries and installations, including milestone dates, exception handling, and vendor/site details. It enables supply chain transparency, supports delay and exception analysis, and helps optimize field deployment and vendor performance management.

26 cols

  • equipment_type
  • delivery_status
  • scheduled_delivery_date
  • actual_delivery_date
  • +22
Open in factory
equipment_type
router
delivery_status
delivered
vendor_name
NexTel Solutions

Towers & sustainability

Telecom Hardware Sustainability Tracker

Detailed asset lifecycle information, energy consumption, recycling rates

This dataset provides comprehensive tracking of telecom hardware sustainability across multiple sites, including detailed asset lifecycle information, energy consumption, recycling rates, and compliance with environmental goals. It enables benchmarking, ESG reporting, and informed procurement decisions by capturing key metrics and relationships for each hardware asset and site.

24 cols

  • hardware_type
  • site_name
  • manufacturer
  • model
  • +20
Open in factory
hardware_type
router
site_name
Manhattan Central Hub
manufacturer
Cisco

Towers & sustainability

Telecom Tower Maintenance Alerts

Incident type, urgency, maintenance actions, energy consumption

This dataset provides detailed, timestamped alerts for telecom tower maintenance incidents, including incident type, urgency, maintenance actions, energy consumption, and compliance risk. Designed for operations and sustainability teams, it enables prioritization of field resources, downtime minimization, and compliance management, supporting resilient infrastructure operations and strategic decision-making.

21 cols

  • tower_name
  • alert_datetime
  • maintenance_type
  • incident_type
  • +17
Open in factory
tower_name
North Ridge Tower
maintenance_type
emergency
incident_type
power_failure

Towers & sustainability

Telecom Hardware Supply Risk Index

Supplier details, risk scores, environmental impact

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.

17 cols

  • hardware_name
  • hardware_type
  • supplier_name
  • risk_index
  • +13
Open in factory
hardware_name
Cisco Nexus 9300
hardware_type
switch
supplier_name
TelecomPro Distributors

Network performance

Telecom IoT Device Security Events

Real-time records of security events

This dataset provides granular, real-time records of security events and uptime metrics for edge-connected IoT devices in telecom networks. It supports operational monitoring, compliance reporting, and vulnerability assessment, enabling telecom managers and IoT administrators to proactively address security threats and optimize device performance. The dataset is ideal for digital transformation, sustainability initiatives, and regulatory audits in the telecommunications sector.

17 cols

  • device_type
  • device_location
  • event_type
  • event_severity
  • +13
Open in factory
device_type
gateway
device_location
SiteAlpha-Rack2
event_type
unauthorized_access

Towers & sustainability

Telecom Infrastructure Carbon Footprint

Towers, data centers, and edge devices

This dataset provides detailed, asset-level tracking of energy consumption and carbon emissions for telecom infrastructure, including towers, data centers, and edge devices. It supports sustainability initiatives and ESG reporting by capturing emission sources, reduction activities, and operational details, enabling telecom operators to optimize their carbon footprint and demonstrate progress toward environmental goals.

19 cols

  • carbon_emissions_kgco2e
  • asset_type
  • asset_name
  • energy_consumption_kwh
  • +15
Open in factory
carbon_emissions_kgco2e
8800.7
asset_type
tower
asset_name
Summit Tower North

Towers & sustainability

Telecom Tower Smart Meter Dataset

Energy consumption, voltage, current, and anomaly detection flags

This dataset contains granular IoT smart meter readings from telecom towers, including energy consumption, voltage, current, and anomaly detection flags, along with detailed location data. It is designed for advanced analytics, predictive maintenance, and ESG reporting, enabling telecom and PropTech professionals to optimize tower operations and sustainability initiatives.

17 cols

  • energy_consumed_kwh
  • voltage_v
  • current_a
  • power_factor
  • +13
Open in factory
energy_consumed_kwh
48.7
voltage_v
230.1
current_a
21.3

Towers & sustainability

Telecom Hardware Deployment Tracker

End-to-end record of telecom hardware deployments across multiple sites

This dataset provides a detailed, end-to-end record of telecom hardware deployments across multiple sites, capturing procurement, shipment, installation, and compliance stages. It enables operations managers to monitor supply chain efficiency, identify delays, and ensure regulatory compliance, supporting data-driven decision-making and operational optimization.

25 cols

  • hardware_type
  • deployment_status
  • serial_number
  • site_name
  • +21
Open in factory
hardware_type
router
deployment_status
installed
serial_number
SN-RT-0001A

Call & usage records

Telecom Tower Renewable Energy Usage

Renewable and non-renewable energy consumption, compliance status

This dataset tracks renewable and non-renewable energy consumption, compliance status, and operational details for telecom towers, enabling sustainability monitoring and ESG reporting. It supports network engineers and ESG managers in analyzing energy sourcing trends, verifying compliance with green power targets, and optimizing operational costs across tower locations and reporting periods.

20 cols

  • tower_name
  • total_energy_consumed_kwh
  • renewable_energy_consumed_kwh
  • renewable_energy_percentage
  • +16
Open in factory
tower_name
San Diego Solar Hub
total_energy_consumed_kwh
14300.5
renewable_energy_consumed_kwh
14285.2

Towers & sustainability

Telecom Hardware Procurement Efficiency Log

Cycle times, supplier delivery accuracy, incident rates, and cost metrics

This dataset provides detailed logs of telecom hardware procurement processes, including cycle times, supplier delivery accuracy, incident rates, and cost metrics. It enables operations managers to monitor, benchmark, and optimize supplier performance, helping to identify bottlenecks and improve supply chain resilience for telecom infrastructure upgrades.

22 cols

  • hardware_type
  • hardware_model
  • procurement_status
  • supplier_name
  • +18
Open in factory
hardware_type
router
hardware_model
RTX-3200
procurement_status
completed

Towers & sustainability

Urban Pollution IoT Sensor Logs

Pollutant measurements, sensor health, network connectivity

This dataset provides granular, real-time logs from IoT sensors monitoring urban pollution across a smart city, including pollutant measurements, sensor health, network connectivity, and precise geolocation. It enables advanced analytics for environmental health, infrastructure optimization, and predictive maintenance, supporting data-driven decision-making for urban planners and telecom administrators.

20 cols

  • sensor_type
  • pollutant_type
  • pollutant_value
  • unit
  • +16
Open in factory
sensor_type
PM2.5
pollutant_type
PM2.5
pollutant_value
38.5

Network performance

Network Function Virtualization (NFV) Performance Metrics

Resource utilization, orchestration details, scaling events

This dataset provides granular, time-stamped performance metrics for virtual and cloud-native network functions, including resource utilization, orchestration details, scaling events, and infrastructure allocation. It enables in-depth analysis of NFV operations, resource efficiency, and orchestration effectiveness across platforms such as Kubernetes and OpenStack. Ideal for network performance monitoring, optimization, and benchmarking in telecom and cloud environments.

20 cols

  • network_throughput_mbps
  • nf_type
  • nf_name
  • orchestration_platform
  • +16
Open in factory
network_throughput_mbps
1985.6
nf_type
CNF
nf_name
firewall

Network performance

Network Slicing Resource Utilization (5G)

CPU and bandwidth allocation, SLA compliance, tenant isolation

This dataset provides detailed metrics on 5G network slice resource utilization, including CPU and bandwidth allocation, SLA compliance, tenant isolation, and dynamic lifecycle management. It enables operators and researchers to monitor, optimize, and audit network slice performance for multi-tenant environments, supporting advanced analytics and automation in telecommunications networks.

16 cols

  • resource_utilization_percent
  • slice_name
  • cpu_reserved
  • cpu_allocated
  • +12
Open in factory
resource_utilization_percent
92.6
slice_name
Corporate HQ eMBB Slice
cpu_reserved
64

Call & usage records

VoLTE and VoWi-Fi Call Quality Metrics (MOS, POLQA)

MOS, POLQA, jitter, packet loss, codec degradation, delay

This dataset provides granular voice call quality metrics for VoLTE and Wi-Fi calling, including MOS, POLQA, jitter, packet loss, codec degradation, delay, and echo measurements. It enables detailed analysis of call performance across networks, devices, and locations, supporting network optimization and customer experience improvement.

17 cols

  • mos_score
  • polqa_score
  • call_duration_sec
  • call_successful
  • +13
Open in factory
mos_score
4.8
polqa_score
4.7
call_duration_sec
1520

Network performance

Video Streaming Quality of Experience (QoE) Metrics

Startup time, buffering, bitrate, resolution, rebuffering events

This dataset provides granular, session-level measurements of video streaming Quality of Experience (QoE), including startup time, buffering, bitrate, resolution, rebuffering events, video quality scores, CDN selection, and key network KPIs. It enables deep analysis of how network conditions and CDN choices impact user experience across devices and geographies, making it ideal for performance optimization and benchmarking.

18 cols

  • video_startup_time
  • video_quality_score
  • start_time
  • buffering_ratio
  • +14
Open in factory
video_quality_score
4.93
buffering_ratio
0.4
average_bitrate
8.7

What’s inside. Column by column.

Columns and codes found in the sample rows of all 101 telecommunications datasets.

Most common columnsDatasets, of 101
  1. site_name18
  2. site_id16
  3. last_updated12
  4. country9
  5. customer_id8
  6. device_id8
  7. device_type8
  8. operator_name8
  9. service_type8
Standard codes in the sample rowsDatasets, of 101
  1. ISO 3166 countries41
  2. ISO 4217 currencies6
  3. IMEI devices3

Not quite what you need? Describe it.

One sentence in. A dataset with that pattern out.

  • 3+ drops: churn 2×
  • Real handset models
  • 2% duplicate accounts
Preview 20 rows freeNo signup. No card.
Churn rate by dropped calls
0%10%20%6%0 drops8%1–216%3+1
Sample rows for: Mobile subscribers where customers with 3 or more dropped calls a month churn twice as often, with real handset models and 2% duplicate accounts.
dropped_callshandsetplanchurned
4iPhone 14Unlimitedyes
0Galaxy S2320GBno
5Pixel 7Unlimitedyes
5Pixel 7Unlimitedyes

A pattern you asked for Everything else

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