Discover the ultimate resource for your B2B needs with our meticulously curated dataset, featuring 148MM+ highly relevant US B2B Contact Data records and associated company information.

Very high fill rates for Phone Number, including for Mobile Phone!

This encompasses a diverse range of fields, including Contact Name (First & Last), Work Address, Work Email, Personal Email, Mobile Phone, Direct-Dial Work Phone, Job Title, Job Function, Job Level, LinkedIn URL, Company Name, Domain, Email Domain, HQ Address, Employee Size, Revenue Size, Industry, NAICS and SIC Codes + Descriptions, ensuring you have the most detailed insights for your business endeavors.

Key Features:

Extensive Data Coverage: Access a vast pool of B2B Contact Data records, providing valuable information on where the contacts work now, empowering your sales, marketing, recruiting, and research efforts.

Versatile Applications: Leverage this robust dataset for Sales Prospecting, Lead Generation, Marketing Campaigns, Recruiting initiatives, Identity Resolution, Analytics, Research, and more.

Phone Number Data Inclusion: Benefit from our comprehensive Phone Number Data, ensuring you have direct and effective communication channels. Explore our Phone Number Datasets and Phone Number Databases for an even more enriched experience.

Flexible Pricing Models: Tailor your investment to match your unique business needs, data use-cases, and specific requirements. Choose from targeted lists, CSV enrichment, or licensing our entire database or subsets to seamlessly integrate this data into your products, platform, or service offerings.

Strategic Utilization of B2B Intelligence:

Sales Prospecting: Identify and engage with the right decision-makers to drive your sales initiatives.

Lead Generation: Generate high-quality leads with precise targeting based on specific criteria.

Marketing Campaigns: Amplify your marketing strategies by reaching the right audience with targeted campaigns.

Recruiting: Streamline your recruitment efforts by connecting with qualified candidates.

Identity Resolution: Enhance your data quality and accuracy by resolving identities with our reliable dataset.

Analytics and Research: Fuel your analytics and research endeavors with comprehensive and up-to-date B2B insights.

Access Your Tailored B2B Data Solution:

Reach out to us today to explore flexible pricing options and discover how Salutary Data Company Data, B2B Contact Data, B2B Marketing Data, B2B Email Data, Phone Number Data, Phone Number Datasets, and Phone Number Databases can transform your business strategies. Elevate your decision-making with top-notch B2B intelligence.

The US Consumer Phone file contains phone numbers, mobile and landline, tied to an individual in the Consumer Database. The fields available include the phone number, phone type, mobile carrier, and Do Not Call registry status.

All phone numbers can be processed and cleansed using telecom carrier data. The telecom data, including phone and texting activity, porting instances, carrier scoring, spam, and known fraud activity, comprise a proprietary Phone Quality Level (PQL), which is a data-science derived score to ensure the highest levels of deliverability at a fraction of the cost compared to competitors.

We have developed this file to be tied to our Consumer Demographics Database so additional demographics can be applied as needed. Each record is ranked by confidence and only the highest quality data is used.

Note - all Consumer packages can include necessary PII (address, email, phone, DOB, etc.) for merging, linking, and activation of the data. We do not provide any phone details from Colorado residents.

BIGDBM Privacy Policy: https://bigdbm.com/privacy.html

Global B2B Mobile Phone Number Database | 100M+ Verified Contacts | 95% Accuracy Forager.ai provides the world’s most reliable mobile phone number data for businesses that refuse to compromise on quality. With 100 million+ professionally verified mobile numbers refreshed every 3 weeks, our database ensures 95% accuracy – so your teams never waste time on dead-end leads.

Why Our Data Wins ✅ Accuracy You Can Trust 95% of mobile numbers are verified against live carrier records and tied to current job roles. Say goodbye to “disconnected number” voicemails.

✅ Depth Beyond Digits Each contact includes 150+ data points:

Direct mobile numbers

Current job title, company, and department

Full career history + education background

Location data + LinkedIn profiles

Company size, industry, and revenue

✅ Freshness Guaranteed Bi-weekly updates combat job-hopping and role changes – critical for sales teams targeting decision-makers.

✅ Ethically Sourced & Compliant First-party collected data with full GDPR/CCPA compliance.

Who Uses This Data?

Sales Teams: Cold-call C-suite prospects with verified mobile numbers.

Marketers: Run hyper-personalized SMS/WhatsApp campaigns.

Recruiters: Source passive candidates with up-to-date contact intel.

Data Vendors: License premium datasets to enhance your product.

Tech Platforms: Power your SaaS tools via API with enterprise-grade B2B data.

Flexible Delivery, Instant Results

API (REST): Real-time integration for CRMs, dialers, or marketing stacks

CSV/JSON: Campaign-ready files.

PostgreSQL: Custom databases for large-scale enrichment

Compliance: Full audit trails + opt-out management

Why Forager.ai? → Proven ROI: Clients see 62% higher connect rates vs. industry averages (request case studies). → No Guesswork: Test-drive free samples before committing. → Scalable Pricing: Pay per record, license datasets, or get unlimited API access.

B2B Mobile Phone Data | Verified Contact Database | Sales Prospecting Lists | CRM Enrichment | Recruitment Phone Numbers | Marketing Automation | Phone Number Datasets | GDPR-Compliant Leads | Direct Dial Contacts | Decision-Maker Data

Need Proof? Contact us to see why Fortune 500 companies and startups alike trust Forager.ai for mission-critical outreach.

The Alesco Phone ID Database data ties together a consumer's true identity, and with linkage to the Alesco Power Identity Graph, we are perfectly positioned to help customers solve today's most challenging marketing, analytics, and identity resolution problems.

Our proprietary Phone ID database combines public and private sources and validates phone numbers against current and historical data 24 hours a day, 365 days a year.

With over 650 million unique phone numbers and device and service information, our one-of-a-kind solutions are now available to address your marketing and identity resolution challenges in both B2C and B2B applications!

• Alesco Phone ID provides more than 860 million phone numbers monthly linked to a consumer or business name and includes landline, mobile phone number, VoIP, private, and business phone numbers — all permissibly obtained and privacy-compliant and linked to other Alesco data sets

• How we do it: Alesco Phone ID is multi-sourced with daily information and delivered monthly or quarterly to clients. Our proprietary machine learning and advanced analytics processes ensure quality levels far above industry standards. Alesco processes over 100 million phone signals per day, compiling, normalizing, and standardizing phone information from 37 input sources.

• Accuracy: Each of Alesco’s phone data sources are vetted to ensure they are authoritative, giving you confidence in the accuracy of the information. Every record is validated, verified and processed to ensure the widest, most reliable coverage combined with stunning precision.

Ease of use: Alesco’s Phone ID Database is available as an on-premise phone database license, giving you full control to host and access this powerful resource on-site. Ongoing updates are provided on a monthly basis ensure your data is up to date.

Bangladesh number dataset provides contact information from trusted sources. We only collect phone numbers from reliable sources and define this information. To ensure transparency, we also provide the source URL to show where the information was collected from. In addition, we offer 24/7 support. If you have a question or need help, we’re always here. However, we care about accuracy, so we carefully collect the Bangladesh number dataset from trusted sources. You may rely on this data for business or personal use. With customer support, you’ll never have to wait when you need help or more information. We use opt-in data to respect privacy. This way, we contact only people who want to hear from you. Bangladesh phone data gives you access to contacts in Bangladesh. Here you can filter information by gender, age, and relationship status. This makes it easy to find exactly the people you want to connect with. We define this data by ensuring it follows all GDPR rules to keep it safe and legal. Our system works hard to remove any invalid data so you get only accurate and valid numbers. List to Data is a helpful website for finding important phone numbers quickly. Also, our Bangladesh phone data is suitable for doing business targeting specific groups. You can easily filter your list to focus on specific types of customers. Since we remove invalid data regularly, you don’t have to deal with old or useless numbers. We assure you that all data follows strict GDPR rules, so you can use it without any problems. Bangladesh phone number list is a collection of phone numbers from people in Bangladesh. We define this list by providing 100% correct and valid phone numbers that are ready to use. Also, we offer a replacement guarantee if you ever receive an invalid number. This means you will always have accurate data. We collect phone numbers that we provide based on customer’s permission. Moreover, we work hard to provide the best Bangladesh phone number list for businesses and personal use. We gather data correctly, so you won’t have to worry about getting outdated or incorrect information. Our replacement guarantee means you’ll always have valid numbers, so you can relax and feel confident.

Egypt number dataset can be a great element for direct marketing nationwide right now. Also, this Egypt number dataset has thousands of active mobile numbers that help to increase sales in the company. Most importantly, you can develop your business by bringing many trustworthy B2C customers. Likewise, clients can send you a fast response whether they need it or not. Furthermore, this Egypt number dataset is a very essential tool for telemarketing. In other words, you get all these 95% valid leads at a very cheap price from us. Most importantly, our List To Data website still follows the full GDPR rules strictly. In addition, the return on investment (ROI) will give you satisfaction from the business. Egypt phone data is a very powerful contact database that you can get in your budget. Moreover, the Egypt phone data is very beneficial for fast business growth through direct marketing. In fact, our List To Data assures you that we give verified numbers at an affordable cost. As such, you can say that it brings you more profit than your expense. Additionally, the Egypt phone data has all the details like name, age, gender, location, and business. Anyway, people can connect with the largest group of consumers quickly through this. However, people can use these cell phone numbers without any worry. Thus, buy it from us as our experts are ready to present the most satisfactory service. Egypt phone number list is very helpful for any business and marketing. People can use this Egypt phone number list to develop their telemarketing. They can easily reach consumers through direct calls or SMS. In other words, we gather all the database and recheck it, so you should buy our packages right now. Furthermore, you can believe this correct directory to maximize your company’s growth rapidly. Also, we deliver the Egypt phone number list in an Excel and CSV file. Actually, the country’s mobile number library will help you in getting more profit than investment. Similarly, the List To Data expert team is ready to help you 24 hours with any necessary details that can help your business. Hence, buy this telemarketing lead at a very reasonable price to expand sales through B2C customers.

Unlock the Full Potential of Our Phone Number Data

Experience a transformative resource with our Phone Number Data, featuring over 70M meticulously curated contacts. This extensive dataset is designed to deliver unparalleled precision and accuracy, giving your business a significant edge in outreach and strategic development.

Why Choose Our Phone Number Data?

• Unmatched Precision and Accuracy: Our Phone Number Data is distinguished by its exceptional precision, featuring over 300M validated contacts. Each entry undergoes rigorous validation to ensure that you have the most reliable and up-to-date information at your fingertips.

• Exceptional Sourcing Excellence: We source our data from a diverse range of reputable databases, trusted industry partnerships, and ongoing updates. This meticulous approach ensures that our dataset remains relevant and dependable, reflecting the latest changes and trends in the market.

• Versatile and Effective Use-Cases: Our dataset supports a variety of applications, including targeted marketing campaigns, strategic business development, lead generation, and customer engagement. Whether you’re aiming to reach top decision-makers, influential executives, or potential clients, our data empowers you to execute precise and effective outreach strategies.

• Integrated Business Intelligence: Seamlessly incorporated into our broader suite of data offerings, our Phone Number Data creates a cohesive and synergistic ecosystem. This integration enhances your business intelligence capabilities, allowing for a holistic approach to contact management, strategy optimization, and decision-making.

• Comprehensive Industry Coverage: Our dataset spans a wide array of industries, providing valuable contacts across sectors such as:

  • Finance: Connect with key players in banking, investment, insurance, and fintech.
  • Healthcare: Reach professionals in hospitals, clinics, pharmaceuticals, and biotechnology.
  • Technology: Access contacts in software, hardware, IT services, and telecommunications.
  • Manufacturing: Target decision-makers in production, industrial equipment, and supply chain management.
  • Retail: Engage with leaders in e-commerce, brick-and-mortar stores, and consumer goods.
  • Energy: Connect with professionals in oil and gas, renewable energy, and utilities.
  • Education: Reach out to institutions, educators, and administrative staff.
  • Transportation: Target individuals in logistics, aviation, and automotive sectors.
  • Telecommunications: Engage with contacts in mobile, broadband, and satellite communications.
  • Hospitality: Access data from hotels, travel agencies, and tourism operators.

• Global Reach: Our Phone Number Data provides extensive international coverage, including major markets such as:

  • United States
  • Canada
  • United Kingdom
  • Germany
  • France
  • China
  • Japan
  • India
  • Australia
  • Brazil
  • South Africa
  • And many more

• Detailed Employee and Revenue Data: Our dataset includes critical information on company size and revenue, offering insights into businesses’ scale and financial status. This allows you to tailor your outreach based on specific company profiles, whether you’re targeting startups or established enterprises.

• Commitment to Ongoing Accuracy: We are dedicated to maintaining the highest standards of accuracy. Our data undergoes regular updates and verification processes to ensure that every contact remains relevant and reliable for your outreach efforts.

• Catalyst for Business Growth: Beyond being a mere dataset, our Phone Number Data serves as a powerful growth catalyst. It enables your organization to refine its outreach, enhance engagement, and unlock new opportunities for expansion and success.

  Elevate Your Strategy with Confidence

Harness the power of our Phone Number Data to drive your business forward. With its unmatched precision, comprehensive coverage, and strategic integration, this dataset is the cornerstone of your data-driven decision-making and growth strategies. Embrace the potential of accurate, actionable contact data and transform your outreach initiatives today.

Egypt phone number database gives you contacts from trusted sources. We only collect numbers from sources that are reliable, so you can count on every contact. Also, we provide source URLs to show exactly where the data comes from. Egypt phone number database service offers a dependable way to find contacts in Egypt. This data is opt-in, so people have agreed to share their numbers, so it is safe and secure to use. Also, if you need help, our 24/7 customer support team is always available for your urgency. We can assure you that it can promote your business brand value. Egypt mobile number data is here to give you access to contacts in Egypt. You can filter this list by gender, age, and relationship status. Besides, this service makes it easy to reach specific groups. This library helps you follow all GDPR rules, so your data is collected securely. Also, we regularly remove any invalid data. This keeps the list fresh and accurate, giving you confidence in every number you use. So, you can use this cellphone number data from List to Data without any hassle. This library gives you a strong, dependable database to use for all your outreach in Egypt.

This dataset provides comprehensive contact information extracted from websites in real-time. It includes emails, phone numbers, and social media profiles, and other contact methods found across website pages. The data is extracted through intelligent parsing of website content, meta information, and structured data. Users can leverage this dataset for lead generation, sales prospecting, business development, and contact database building. The API enables efficient extraction of contact details from any website, helping businesses streamline their outreach and contact discovery processes. The dataset is delivered in a JSON format via REST API.

Phone Number and Direct Dials Database

This dataset provides access to a large phone number database built for teams that need direct business contact information for sales outreach, lead generation, and contact research. It combines phone-based contact data with email and profile details, making it easier to identify and reach professionals inside target companies.

The dataset includes a broad set of business contact records with direct dial phone numbers, mobile numbers, work emails, and profile information. It is designed for organizations that rely on direct outreach and want a practical way to build targeted calling lists.

The database currently includes more than 300 million B2B profiles, including 60 million mobile or direct phone numbers and 70 million work email addresses. It can be used as a business phone number database, direct dials database, cold calling database, or telemarketing database, depending on how buyers plan to use the records.

Dataset Overview

• 300M+ B2B contact profiles • 60M+ mobile and direct dial phone numbers • 70M+ work email addresses • Global company coverage • Business contact and profile data • Multiple filtering options

This phone numbers database helps users identify professionals inside companies and build lists for direct calling and contact-based outreach.

Business Phone Number Data

Each record in the business phone number database may include direct contact details that help teams connect with professionals more quickly.

Typical contact fields include:

• Full Name • Direct Dial Phone Number • Mobile Phone Number • Work Email Address • Job Title • Job Function • Seniority Level • LinkedIn Profile URL

These fields allow users to identify the right contact and choose the best available outreach channel.

Direct Dials and Mobile Numbers

The dataset includes a large volume of direct dial phone numbers and mobile numbers linked to professional profiles. This makes it useful for teams running phone-based outreach, account research, or direct response campaigns.

Because the data includes role and company context, users can build more precise lists instead of working from unstructured phone records alone.

This helps make the dataset useful for:

• outbound sales teams • SDR and BDR teams • call-based lead generation • account research • contact enrichment workflows

Profile and Company Context

Along with phone-based contact details, the dataset also includes company and role information so users can understand who each contact is and where they work.

Fields may include:

• Company Name • Industry • Company Size • Website Domain • Country or Region • Job Title • Department • Seniority Level

This added context helps buyers turn a simple verified phone number list into a more useful, segmented contact file.

Filtering and Segmentation

The dataset includes several filtering options so buyers can create targeted lists instead of broad exports.

Contacts can often be filtered by:

• Industry • Company size • Geographic location • Job title • Job function • Seniority level

These filters help teams build focused phone number leads for specific sales or calling campaigns.

Common Use Cases Cold Calling and Outbound Sales

Sales teams use the cold calling database to reach decision-makers by direct dial or mobile number.

Telemarketing and Call Campaigns

The telemarketing database can be used to create targeted calling lists based on company type, role, or region.

B2B Contact Discovery

Use the dataset to identify business contacts and connect phone data with company and role information.

Lead Generation

Build B2B phone leads based on filters such as job title, industry, company size, or location.

Contact Enrichment

Add missing direct dial phone numbers or work emails to existing business contact records.

Global Coverage

The dataset includes contact profiles from companies in multiple regions, making it suitable for teams targeting both local and international markets.

Coverage includes:

• North America • Europe • Asia-Pacific • Middle East • Latin America

Coverage can vary by role, industry, and country, so buyers can request a sample to review fit for their target segment.

Data Quality and Updates

The dataset is updated regularly to maintain contact quality and keep phone and email records current. Buyers using the database for direct outreach can request a sample to review field coverage and determine whether the data matches their requirements.

Delivery and Format

Data can be delivered in standard formats such as CSV or Excel. Filtered extracts and custom field selections may also be available depending on the requested segment.

A sample dataset and schema preview are available on request so buyers can review the structure before purchasing.

Notes for Buyers

This dataset is intended for business use cases such as sales outreach, contact research, and lead generation. Buyers are responsible for ensuring that their use of the data complies wi...

Communication parameters, in particular phone numbers, serve the accessibility of participants. Numbers starting with point 1 are provided for: Emergency call services, special services, telephone interference points, telephone information services, harmonised services of social value. Descriptions of the data and the possibility of requesting data via a REST interface see https://data.rtr.at/RNKurz

Japan number dataset allows you to filter phone numbers based on different criteria. You can pick contacts by gender, age, and whether they are single or taken. This feature makes it easy for you to find the right contacts for your needs. We define this title so you can access the most relevant information. Additionally, we regularly remove invalid data to keep the list accurate and reliable. Also, using the Japan number dataset makes your search much simpler. You can easily find contacts that fit your specific needs. Following GDPR rules helps us respect everyone’s privacy while providing useful information. Moreover, we always remove invalid data to keep the list correct. This way, you get the most reliable contact numbers. Japan Phone Data contains contact numbers collected from trusted sources. We define this title to make sure you have reliable and correct information. You can check the source URLs to see where we got the data. Moreover, we provide support 24/7 to help you with any questions. We are always available to support you. Additionally, we only collect opt-in data. This means that everyone on the list has agreed to share their contact details. With Japan Phone Data, you can feel confident that you have the right information. We gather data from trusted sources to ensure every number is correct. If you have any questions, you can reach out for help anytime. We want to help you connect with others easily. The List to Data helps you to find contact information for businesses. Japan phone number list helps you find the right phone numbers easily. You can filter this list by gender, age, and relationship status. This feature helps narrow your search and find exactly what you need. We define this list to provide the best data. Additionally, we remove invalid data regularly to keep the list fresh. Using the Japan phone number list is simple and quick. You can find contacts that match your needs without any hassle. Furthermore, we work hard to remove invalid data so you only see valid numbers. This effort helps keep your searches accurate and efficient. Overall, this list is a great tool for connecting with people in Japan while respecting their privacy.

Afghanistan phone number database is a reliable source for your direct marketing purposes. Agents can buy our database now at a low cost. Moreover, it will help them to make more profits and generate a big return on investment (ROI). We will provide our spam-free directory in CSV or Excel-type files. Also, sellers can manage them in any CRM without any issues. This makes Afghanistan phone number database an effective and trusted source for finding the right contacts. So, get our product immediately and expand your company. You can get this phone directory on our site, List to Data. Afghanistan mobile number data contains 100% accurate and valid phone numbers. This data will give you a lot of B2B and B2C leads for your business. It can help in your telemarketing campaigns and you can also increase your company’s sales. Therefore, we will provide our contact numbers with more than 100% accuracy. Moreover, we have collected these numbers from many trusted sources on a permission basis. Because of this, you will not get any spam reports on your calls. So, reach your clients directly with their contact numbers from list to data.

Bytemine provides access to one of the largest and most accurate US phone number databases available, featuring over 80 million verified mobile numbers. Our data includes both B2C and B2B contacts, enriched with comprehensive personal and professional details that support a wide range of use cases — from sales and marketing outreach to lead enrichment, identity resolution, and platform integration.

Our US Phone Number Data includes:

80 million+ verified US mobile numbers B2C and B2B contacts with name, email, location, and more Work emails and personal emails 57 contact-level data points including job title, company name, seniority, industry, geography, and more

This dataset gives you unmatched access to individuals across the United States, allowing you to connect with professionals and consumers directly through mobile-first campaigns. Whether you're targeting executives, small business owners, or general consumers, Bytemine provides the precision and scale to reach the right audience.

All phone numbers in our database are:

Verified and regularly updated Matched with accurate metadata (name, email, job, etc.) Compliant with data usage policies Sourced through direct licensing from trusted partners including B2B platforms, employment systems, and verified consumer data sources

This data is ideal for:

Cold calling and phone-based outreach SMS marketing and mobile-based campaigns CRM and marketing automation enrichment Identity resolution and contact matching Prospect list building and segmentation B2B and B2C marketing and retargeting App-based user targeting and onboarding Customer data platforms that need verified mobile identifiers

With access to both business and consumer profiles, Bytemine’s US Phone Number Data allows companies to execute highly targeted and personalized campaigns. Each contact is enriched with up to 57 attributes, giving your team deep insight into who the contact is, where they work, and how best to reach them.

Data can be accessed in two flexible ways:

1. Via our web platform — search, filter, and download targeted lists
2. Via API — automate contact discovery, data enrichment, or validation at scale

Our API makes it easy to integrate contact data into your existing tools, workflows, or SaaS platform. Whether you're building a lead generation engine, contact enrichment feature, or an internal prospecting tool, Bytemine delivers the clean, structured data needed to power it.

Bytemine’s phone number dataset is trusted by sales teams, marketing agencies, growth hackers, product teams, and data-driven platforms that rely on accurate contact information to engage the right audience.

If you need verified, mobile-first contact data for B2B or B2C outreach, Bytemine delivers the scale, accuracy, and flexibility required to grow your pipeline, enrich your database, and reach your customers directly.

Complete NPPES NPI provider registry with 9.4M+ healthcare provider contacts — addresses, phone numbers, specialties, and license details. Updated weekly. Analysis-ready with taxonomy enrichment. Delivered via S3.

Pakistan phone number database is a collection of phone numbers that are always correct and valid. Therefore, it can give you the most recent and up-to-date contact number list. Also, it can give you a 95% accuracy rate. However, you can get a high response rate. Similarly, we can give you an Excel or CSV file. Thus, buy our mobile number list and put it on any CRM software. Moreover, Pakistan phone number database is a helpful tool for reaching people in Pakistan. Pakistan mobile number data can help you in multiple ways to boost your business. This data is a well-known service in this segment so you can get it now. Furthermore, the List to Data website is a famous database service provider in this world. In addition, it can develop your business in a very short period. On the other hand, if you want to get a huge return on investment (ROI), buy our service right now. Also, it is the fastest way to get in touch with the right people. Most importantly, we strictly follow the GDPR rules and restrictions.

GLF-Connect's 2023 breach exposed 6 Thousand Email Addresses, Names and Phone Numbers. Check if your email was exposed — free on SynScan.

Communication parameters, in particular phone numbers, serve the accessibility of participants. For this purpose, communication parameters are available in different phone number ranges (depending on the service provided). Descriptions of the data and the possibility of requesting data via a REST interface see https://data.rtr.at/RNnongeo

In Austria 1,022 local networks were defined in the Communication Parameter, Charge and Value Added Services Ordinance 2009 (KEM-V 2009). Descriptions of the data and the possibility of requesting data via a REST interface see https://data.rtr.at/RNOrtsnetze

Abstract

Access to up-to-date socio-economic data is a widespread challenge in Tonga and other Pacific Island Countries. To increase data availability and promote evidence-based policymaking, the Pacific Observatory provides innovative solutions and data sources to complement existing survey data and analysis. One of these data sources is a series of High Frequency Phone Surveys (HFPS), which began in 2020 as a way to monitor the socio-economic impacts of the COVID-19 Pandemic, and since 2023 has grown into a series of continuous surveys for socio-economic monitoring. See https://www.worldbank.org/en/country/pacificislands/brief/the-pacific-observatory for further details. For Tonga, after two rounds of data collection from in 2022, monthly HFPS data collection commenced in April 2023 and continued until November 2024 (but with some gaps in the months of collection). The survey collected socio-economic data on topics including employment, income, food security, health, food prices, assets and well-being. Each month of collection has approximately 415 households in the sample and is representative of urban and rural areas. This dataset contains combined monthly survey data for all months of the continuous HFPS in Tonga.

Geographic coverage

National urban and rural areas (5 islands): Tongatapu, Vava'u, Ha'apai, Eua, Ongo Niua

Analysis unit

Individual and household.

Kind of data

Sample survey data [ssd]

Sampling procedure

The Tonga High Frequency Phone Survey (HFPS) monthly sample was generated in three ways. The first method is Random Digit Dialing (RDD) process covering all cell telephone numbers active at the time of the sample selection. The RDD methodology generates virtually all possible telephone numbers in the country under the national telephone numbering plan and then draws a random sample of numbers. This method guarantees full coverage of the population with a phone.

First, a large first-phase sample of cell phone numbers was selected and screened through an automated process to identify the active numbers. Then, a smaller second-phase sample was selected from the active residential numbers identified in the first-phase sample and was delivered to the data collection team to be called by the interviewers. When a cell phone was called, the call answerer was interviewed as long as he or she was 18 years of age or above and knowledgeable about the household activities.

It was initially planned to stratify the sample by island group based on the phone number prefixes. However, this was not feasible given the high internal migration across islands and the atypical assignment of phone number prefixes across islands in Tonga. The raw sample is overrepresenting urban areas and the population of Tongatapu.

Mode of data collection

Computer Assisted Telephone Interview [cati]

Research instrument

The questionnaire was developed in both English and Tongan and can be found in this documentation in Excel format. Sections of the Questionnaire are provided below: 1. Interview information and Basic information 2. Household roster 3. Labor 4. Food security and food prices 5. Household income 6. Agriculture 7. Social protection 8. Access to services 9. Assets 10. Education 11. Follow up

Cleaning operations

At the end of data collection, the raw dataset was cleaned by the survey firm and the World Bank team. Data cleaning mainly included formatting, relabeling, and excluding survey monitoring variables (e.g., interview start and end times). Data was edited using the software Stata.