Data Sources
Last Updated: 2026-03-29
Introduction
Waycarta uses a variety of trusted data sources to power its relocation planning and analysis tools. We combine real estate market data, cost of living indices, geographic reference data, and demographic statistics to give you a comprehensive picture of potential destinations.
This page describes the primary external data sources that power the numbers you see in Waycarta.
Cost of Living
Numbeo
Numbeo is the world's largest cost of living database, with user-contributed data covering thousands of cities across 190+ countries. Waycarta uses Numbeo data for:
- Cost of Living Index: Comparative indices that let you see how everyday expenses (groceries, restaurants, transportation, utilities) differ between locations
- Property Prices: Residential real estate price data and price-to-income ratios
- Quality of Life Indices: Composite scores covering healthcare, safety, pollution, commute times, and purchasing power
Data is updated semi-annually. Current version: 2025 Mid-Year.
Use of Numbeo data is subject to Numbeo's terms of use.
Website: numbeo.com
Real Estate Market Data
Redfin
Redfin is a national real estate brokerage in the United States. Waycarta uses Redfin housing market data to provide:
- Home value estimates by ZIP code across all 50 US states
- Historical price trends for tracking how housing markets have changed over time
Data provided by Redfin, a national real estate brokerage.
Website: redfin.com
Encuentra24
Encuentra24 is a leading classifieds marketplace in Central America. Waycarta uses Encuentra24 property pricing trend data to provide home value context for:
- Costa Rica
- Panama
Website: encuentra24.com
Lamudi
Lamudi is an international real estate platform focused on emerging markets. Waycarta uses Lamudi real estate market reports to provide home value data for:
- Mexico
Website: lamudi.com
Geographic and Regional Data
Wikidata
Wikidata is a free, collaborative, structured knowledge base maintained by the Wikimedia Foundation. All Wikidata content is available under the CC0 1.0 public domain dedication.
Waycarta queries the Wikidata Query Service to build its global geography database, including:
- Administrative divisions: States, provinces, departments, and other regional boundaries for 190+ countries
- Region hierarchies: How regions nest within each other (e.g., city within county within state)
- Capital cities and key geographic properties
- Coordinates and population figures for regions worldwide
Website: wikidata.org
GeoNames
GeoNames is a free geographical database covering over 25,000 cities worldwide. The data is licensed under Creative Commons Attribution 4.0 (CC BY 4.0).
Waycarta uses GeoNames data for:
- City reference data: Names, coordinates, and population for cities with more than 15,000 inhabitants
- Administrative code lookups: Standardized codes for states, provinces, and counties
Website: geonames.org
Wikipedia
Wikipedia, the free encyclopedia maintained by the Wikimedia Foundation, provides supplementary geographic data. Content from Wikipedia is available under the Creative Commons Attribution-ShareAlike license (CC BY-SA 4.0).
Waycarta extracts structured information from Wikipedia articles, including:
- City lists and population rankings for the United States and internationally
- Geographic coordinates for cities and towns
Website: wikipedia.org
Demographic and Economic Data
US Census Bureau
The US Census Bureau provides authoritative demographic and economic data for the United States. Census data is in the public domain as a US government work.
Waycarta plans to use data from the American Community Survey (ACS) to provide:
- Median household income by state and ZIP code
- Income distribution data for comparing the economic profiles of different areas
Website: census.gov
Internet Connectivity
Measurement Lab (M-Lab)
Measurement Lab (M-Lab) is an open, nonprofit initiative that operates the world's largest open internet measurement platform. M-Lab's NDT (Network Diagnostic Tool) dataset provides billions of speed test measurements contributed by users worldwide. All M-Lab data is released under the CC0 1.0 public domain dedication.
Waycarta uses M-Lab NDT data to power its Internet Connectivity index, which reflects real-world broadband performance for cities globally:
- Download and upload speeds (median Mbps) aggregated by city
- Latency (round-trip time in ms)
- Connectivity tier: Off-the-Grid, Light Browsing, Standard Remote Work, Flawless Remote Work
- Index scale: 100 = Standard Remote Work capability
Website: measurementlab.net
Data Freshness
We regularly update our data sources to ensure accuracy. The specific version and date of each data source is tracked internally and reflected in the analyses Waycarta provides.
Contact
If you have questions about the data used in Waycarta, please contact us at hey@velagent.com.
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Brooklyn, NY 11201
United States