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 3 of 5

Showing all 24 on this page

Network performance

MPLS Traffic Engineering and LSP Management

Router endpoints, explicit routing paths, bandwidth reservations

This dataset provides detailed records of MPLS label switched paths (LSPs) for traffic engineering, including router endpoints, explicit routing paths, bandwidth reservations and utilization, fast reroute configurations, RSVP-TE signaling status, and QoS assignments. It is ideal for network engineers, planners, and operations teams seeking to optimize MPLS networks, monitor performance, and ensure high availability.

19 cols

  • lsp_name
  • explicit_path_hop1
  • explicit_path_hop2
  • explicit_path_hop3
  • +15
Open in factory
lsp_name
Core Backbone MPLS LSP 01
explicit_path_hop1
10.0.0.1
explicit_path_hop2
10.0.1.1

Call & usage records

IPX Routing and Roaming Traffic Exchange

International roaming traffic exchanges routed via IP Packet Exchange (IPX) providers

This dataset provides detailed records of international roaming traffic exchanges routed via IP Packet Exchange (IPX) providers, capturing session-level data, routing types, signaling protocols, and wholesale settlement information. It enables telecom operators and IPX providers to analyze traffic flows, monitor session quality, and reconcile settlements for global roaming services.

18 cols

  • ipx_provider
  • ipx_hub
  • routing_type
  • origin_operator
  • +14
Open in factory
ipx_provider
TATA
routing_type
direct
origin_operator
Vodafone India

Network performance

Content Delivery Network (CDN) Interconnects

Interconnect types, locations, capacity, traffic offload metrics

This dataset provides a detailed inventory of direct interconnects between network operators and major content providers/CDNs, including interconnect types, locations, capacity, traffic offload metrics, and appliance deployment details. It is ideal for network planning, traffic analysis, and optimizing CDN strategies within telecommunications infrastructure.

15 cols

  • interconnect_type
  • interconnect_location
  • interconnect_status
  • provider_name
  • +11
Open in factory
interconnect_type
Open Connect
interconnect_location
Equinix LD5, London
interconnect_status
active

Network performance

Peering and Interconnect Agreements

Peering and interconnect agreements between network operators

This dataset provides a comprehensive record of peering and interconnect agreements between network operators, detailing peer AS numbers, peering types, interconnect locations, traffic volumes, SLA parameters, and dispute resolution methods. It is ideal for analyzing network interconnection strategies, monitoring SLA compliance, and supporting peering policy decisions in the telecommunications industry.

17 cols

  • peering_type
  • interconnect_location_type
  • interconnect_location_name
  • agreement_start_date
  • +13
Open in factory
peering_type
settlement-free
interconnect_location_type
IXP
interconnect_location_name
DE-CIX Frankfurt

Network performance

BGP Routing Tables and Prefix Announcements

Advertised IP prefixes, AS paths, route origins, BGP communities

This dataset provides detailed BGP routing table snapshots, including advertised IP prefixes, AS paths, route origins, BGP communities, and route selection metrics such as local preference and MED. It enables analysis of global internet routing dynamics, prefix aggregation, and network policy propagation, making it valuable for network operators, researchers, and security analysts.

11 cols

  • prefix
  • bgp_communities
  • as_path
  • origin_as
  • +7
Open in factory
prefix
8.8.8.0/24
bgp_communities
64512:100 3356:200
as_path
15169 3356 64512

Towers & sustainability

Cell Site Security and Access Control

Fencing, surveillance, alarm systems, personnel assignments, incident logs

This dataset provides a comprehensive overview of physical security and access control measures at cell sites, including fencing, surveillance, alarm systems, personnel assignments, incident logs, and compliance with industry standards such as NERC CIP. It enables robust security monitoring, incident analysis, and regulatory compliance tracking for telecommunications infrastructure.

27 cols

  • site_name
  • access_control_badge_reader
  • access_control_biometric
  • access_control_other
  • +23
Open in factory
site_name
North Ridge Cell Tower
access_control_badge_reader
true
access_control_biometric
false

Network performance

5G Standalone (SA) Core Network Locations

AMF, SMF, and UPF placements across centralized, distributed

This dataset provides detailed, location-specific information on 5G Standalone (SA) core network element deployments, including AMF, SMF, and UPF placements across centralized, distributed, and edge facilities. It covers data center locations, cloud infrastructure types, and service-based architecture topologies, making it ideal for network planning, optimization, and regulatory compliance analysis.

18 cols

  • network_element_type
  • placement_type
  • facility_name
  • latitude
  • +14
Open in factory
network_element_type
AMF
placement_type
centralized
facility_name
Metro NY Data Center

Network performance

Network Sharing and MORAN/MOCN Configurations

Site and infrastructure details, sharing types (MORAN/MOCN), spectrum bands

This dataset provides a comprehensive record of network sharing arrangements between telecommunications operators, including site and infrastructure details, sharing types (MORAN/MOCN), spectrum bands, cost allocation methods, and regulatory requirements. It enables analysis of industry collaboration, regulatory compliance, and infrastructure optimization, supporting strategic planning and operational efficiency in telecom networks.

17 cols

  • sharing_type
  • operator_a_name
  • operator_b_name
  • shared_infrastructure_details
  • +13
Open in factory
sharing_type
Site Sharing
operator_a_name
Vodafone
operator_b_name
Airtel

Towers & sustainability

Cell Site Power and Energy Management

Utility feeds, backup systems, renewable sources, consumption metrics

This dataset provides comprehensive details on cell site power infrastructure and energy management, including utility feeds, backup systems, renewable sources, consumption metrics, and efficiency initiatives. It enables analysis of energy usage, backup readiness, and sustainability efforts across telecom networks, supporting operational optimization and environmental impact assessments.

26 cols

  • site_name
  • utility_power_feed_type
  • utility_power_status
  • hybrid_power_system_present
  • +22
Open in factory
site_name
Broadway Tower
utility_power_feed_type
three-phase
utility_power_status
active

Network performance

Fiber Backhaul and Fronthaul Connectivity

Fiber optic backhaul and fronthaul infrastructure connecting cellular sites

This dataset provides a comprehensive view of fiber optic backhaul and fronthaul infrastructure connecting cellular sites, detailing fiber routes, providers, capacity, latency, redundancy, and 5G fronthaul protocol support. It is ideal for telecom network planning, reliability analysis, and optimization of high-speed mobile connectivity.

17 cols

  • fiber_provider
  • fiber_type
  • fronthaul_type
  • fronthaul_version
  • +13
Open in factory
fiber_provider
FiberNet
fiber_type
carrier fiber
fronthaul_type
CPRI

Spectrum & radio

Small Cell and Distributed Antenna System (DAS) Deployments

Precise location, venue type, fiber and power connectivity

This dataset details small cell and distributed antenna system (DAS) deployments, including precise location, venue type, fiber and power connectivity, and integration with macro cellular networks. It enables analysis of network capacity, coverage enhancements, and infrastructure planning for high-density venues such as stadiums, airports, and malls.

24 cols

  • deployment_type
  • deployment_status
  • venue_type
  • venue_name
  • +20
Open in factory
deployment_type
Small Cell
deployment_status
Active
venue_type
Mall

Spectrum & radio

Antenna and Radio Equipment Configuration

Antenna and radio equipment configurations for cellular network sites

This dataset provides a comprehensive view of antenna and radio equipment configurations for cellular network sites, detailing sector parameters, antenna specifications, MIMO setups, RRH associations, feeder cable losses, and cabinet inventories. It is ideal for network planning, optimization, and asset management in telecommunications infrastructure.

26 cols

  • antenna_make
  • antenna_model
  • antenna_frequency_band
  • antenna_mimo_configuration
  • +22
Open in factory
antenna_make
Ericsson
antenna_model
AIR 6449
antenna_frequency_band
700MHz,2100MHz

Towers & sustainability

Cell Tower and Site Location Inventory

Precise geographic coordinates, site types, ownership status

This dataset provides a detailed inventory of cell tower and site locations, including precise geographic coordinates, site types, ownership status, physical attributes, regulatory approvals, and operational status. It is ideal for network planning, regulatory compliance, infrastructure management, and strategic analysis in telecommunications. The inclusion of granular address and logistics details supports advanced mapping and field operations.

16 cols

  • site_name
  • site_type
  • site_height_m
  • site_status
  • +12
Open in factory
site_name
Empire Midtown Macro
site_type
macro
site_height_m
98.5

Spectrum & radio

Spectrum Auction Results and Secondary Market Transactions

Detailed information on frequency blocks, bid amounts, winning bids

This dataset provides comprehensive records of spectrum auction participation, results, and secondary market transactions, including detailed information on frequency blocks, bid amounts, winning bids, payment schedules, buildout commitments, and lease/sale activities between operators. It enables analysis of spectrum allocation, market dynamics, and financial trends in the telecommunications industry, supporting regulatory compliance and strategic planning.

24 cols

  • auction_name
  • transaction_type
  • transaction_amount_usd
  • transaction_price_per_mhz_pop_usd
  • +20
Open in factory
auction_name
FCC Spectrum Auction 108
operator_name
TeleWave Communications
frequency_block
A

Spectrum & radio

Spectrum Refarming and Technology Migration

Spectrum refarming initiatives by mobile network operators

This dataset provides a comprehensive overview of spectrum refarming initiatives by mobile network operators, detailing the migration from legacy technologies (2G/3G) to advanced networks (4G/5G). It includes shutdown timelines, subscriber migration strategies, device compatibility notes, frequency reallocation details, and regulatory approval status, making it ideal for telecom planning, regulatory analysis, and market forecasting.

15 cols

  • legacy_technology
  • target_technology
  • subscriber_migration_plan
  • operator_name
  • +11
Open in factory
legacy_technology
2G GSM
target_technology
4G LTE
operator_name
MTN Nigeria

Spectrum & radio

TV White Space (TVWS) and Unlicensed Spectrum Usage

Device geolocation, power limits, regulatory compliance

This dataset provides granular records of unlicensed spectrum usage across TV white space, ISM, and U-NII bands, including device geolocation, power limits, regulatory compliance, and coexistence with licensed services. It is ideal for spectrum management, interference analysis, and regulatory reporting, supporting advanced analytics and network planning.

20 cols

  • spectrum_band
  • usage_start_time
  • usage_end_time
  • usage_purpose
  • +16
Open in factory
spectrum_band
TVWS
usage_purpose
broadband access
device_type
TVWS radio

Spectrum & radio

CBRS (Citizens Broadband Radio Service) Shared Spectrum

Spectrum assignments in the CBRS 3.5GHz band

This dataset provides granular records of spectrum assignments in the CBRS 3.5GHz band, detailing the three-tier access model (Incumbent, PAL, GAA), frequency blocks, locations, SAS operator coordination, and assignment status. It enables analysis of dynamic spectrum allocation, regulatory compliance, and operational insights for wireless network planning and management.

20 cols

  • entity_type
  • entity_name
  • sas_operator_name
  • frequency_start_mhz
  • +16
Open in factory
entity_type
Incumbent
entity_name
US Air Force Eastern Command
sas_operator_name
Google SAS

Spectrum & radio

mmWave Spectrum Deployment (24GHz+)

Spectrum bands, beamforming configurations, coverage metrics

This dataset provides detailed records of global mmWave 5G deployments in the high-band spectrum (24-100GHz), including spectrum bands, beamforming configurations, coverage metrics, small cell densities, and supported use cases such as Fixed Wireless Access and urban hotspots. It enables analysis of deployment strategies, technology adoption, and performance limitations across diverse environments, supporting research, planning, and benchmarking in next-generation wireless networks.

22 cols

  • deployment_site_type
  • spectrum_band
  • deployment_date
  • operator_name
  • +18
Open in factory
deployment_site_type
urban
spectrum_band
n258
operator_name
Verizon

Spectrum & radio

Interference Detection and Spectrum Monitoring

Detailed measurement parameters, location data, interference types

This dataset provides comprehensive records of spectrum monitoring and interference detection activities, including detailed measurement parameters, location data, interference types, and drive test results. It enables telecom operators and regulators to analyze spectrum occupancy, identify interference sources, and optimize network performance. The dataset is ideal for interference trend analysis, regulatory reporting, and network troubleshooting.

18 cols

  • interference_type
  • interference_power_dbm
  • spectrum_occupancy_percent
  • measurement_datetime
  • +14
Open in factory
interference_type
none
spectrum_occupancy_percent
91.2
location_latitude
40.7128

Spectrum & radio

Dynamic Spectrum Sharing (DSS) 4G/5G Coexistence

Dynamic Spectrum Sharing (DSS) deployments, enabling simultaneous 4G LTE

This dataset provides granular details on Dynamic Spectrum Sharing (DSS) deployments, enabling simultaneous 4G LTE and 5G NR operation on shared frequency bands. It includes cell configuration, spectrum allocation ratios, traffic steering policies, migration status, and performance impact metrics, making it ideal for network optimization, migration planning, and performance benchmarking in modern telecommunications networks.

15 cols

  • lte_spectrum_percentage
  • nr_spectrum_percentage
  • site_name
  • frequency_band
  • +11
Open in factory
lte_spectrum_percentage
18.2
nr_spectrum_percentage
81.8
site_name
New York-Central Park

Spectrum & radio

Carrier Aggregation Configuration and Performance

Primary and secondary cell parameters, component carrier combinations

This dataset provides detailed records of LTE-Advanced and 5G carrier aggregation configurations, including primary and secondary cell parameters, component carrier combinations, aggregated bandwidth, configuration changes, throughput improvements, and user equipment capability matching. It enables comprehensive analysis of CA deployments, performance gains, and device compatibility, supporting network optimization and technology benchmarking.

26 cols

  • component_carrier_combination
  • aggregated_bandwidth
  • ca_config_change_type
  • ca_config_change_date
  • +22
Open in factory
component_carrier_combination
B7+B3
aggregated_bandwidth
40
ca_config_change_type
initial

Spectrum & radio

Spectrum Utilization and Efficiency Metrics

PRB usage, spectrum efficiency, traffic load, idle spectrum

This dataset provides granular, real-time measurements of spectrum utilization across cellular networks, including PRB usage, spectrum efficiency, traffic load, idle spectrum, and temporal patterns. It is designed to support network optimization, dynamic spectrum management, and regulatory compliance, making it invaluable for telecom operators and researchers seeking to maximize spectrum efficiency and identify underutilized resources.

14 cols

  • spectrum_efficiency_bps_per_hz_cell
  • idle_spectrum_hz
  • utilization_percentage
  • dynamic_spectrum_opportunity
  • +10
Open in factory
spectrum_efficiency_bps_per_hz_cell
4.7
idle_spectrum_hz
0
utilization_percentage
100

Spectrum & radio

Licensed Spectrum Inventory and Regulatory Allocations

Frequency bands, bandwidth, license holders, geographic coverage

This dataset provides a detailed inventory of licensed spectrum assets, including frequency bands, bandwidth, license holders, geographic coverage, regulatory conditions, and auction details. It enables comprehensive analysis of spectrum allocation, regulatory compliance, and market dynamics for telecommunications and wireless services.

22 cols

  • license_holder_name
  • license_holder_type
  • regulatory_authority
  • regulatory_conditions
  • +18
Open in factory
license_holder_name
SpectrumWave Inc.
license_holder_type
company
regulatory_authority
FCC

Customers & billing

BYOD (Bring Your Own Device) Compatibility and Provisioning

IMEI validation, network and frequency band support, SIM card

This dataset provides a comprehensive record of BYOD device compatibility and provisioning, including IMEI validation, network and frequency band support, SIM card and APN configuration, and enablement of advanced calling features. It is ideal for telecom operators to streamline onboarding, ensure network integrity, and support customer self-service compatibility checks.

19 cols

  • device_brand
  • device_model
  • device_os
  • network_compatibility
  • +15
Open in factory
device_brand
Samsung
device_model
Galaxy S22
device_os
Android

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

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