Dewey is an academic research data platform for accessing data for academic research. It provides access to third-party quantitative and geospatial datasets across a variety of data categories, including behavioral economics, corporate finance, marketing, real estate, public policy, real estate, urban planning, weather, workforce management, marketing, urban planning, behavioral economics, and weather. Featured datasets include SafeGraph, Advan Research, dataplor.
How to Access Dewey
Dewey’s platform allows any user to log in to view summaries of the available data and download samples. Terry’s subscription, which is available to all current Terry faculty, students, and researchers, allows for downloads of data included in our subscription and/or purchase additional datasets at an academic discount. Access to Terry’s Dewey subscription data requires the following steps:
Register: Go to https://app.deweydata.io/ and register for a Dewey account using your UGA email address (
MyID@uga.edu). You'll have immediate access to summaries and samples of all datasets in Dewey.Approval: A Dewey administrator will upgrade your account with the Terry subscription and send you an email notification to alert you of the change to your account. Approval may take up to 48 hours.
If you have questions you can contact Dewey through the Dewey Community or Peter Newberry at pwnewberry@uga.edu.
Terms and Conditions
Access to Terry’s subscription is available to current Terry faculty, students, and staff only. If you are not Terry faculty, please contact Peter Newberry at pwnewberry@uga.edu.
Users may use the data in collaboration with external, university-affiliated co-authors but must notify onboarding@deweydata.io and Peter Newberry at pwnewberry@uga.edu beforehand. External collaborators will be granted Dewey access directly, but Terry is limited to the number of total external collaborators that can be included under our license.
If Terry’s license to Dewey Data ends, users must delete any data downloaded from Dewey Data. However, data access may be extended if it is needed for a publication that was accepted for publication at the time the subscription ended or if required by a funder or open science mandate to retain the data (Dewey Data may request documented proof).
Users cannot compare/verify/evaluate Dewey’s data with other sources and publish those findings elsewhere.
Users cannot publish the data in raw form.
Data Available
The following datasets are available through Terry College’s subscription:
7-Chord
Real-time predictive pricing metrics for fixed income assets
Years Available: 2012 – present
Region: Global
Top Liquid Bond Prices and Liquidity Indicators — Professional grade feed of intraday bid-ask prices, spreads, and liquidity indicators for the most liquid USD-denominated High Grade, High Yield, and EM Sovereign bonds, enriched with market consensus T-benchmarks and essential bond and issuer information.
Bond Yield Curves — Issuer-level credit spread and hazard rate curves. This daily snapshot covers 4,000+ global corporate and sovereign issuers.
Advan Research
Aggregated foot traffic and mobility data for the U.S. and Canada
Years Available: 2019 – present
Weekly and Monthly Patterns — Aggregated raw counts of visits to POIs from a panel of mobile devices over a given month or week, detailing how often people visit, how long they stay, where they came from, where else they go, and more.
Neighborhood Patterns — Footfall data aggregated by census block group (CBG) in the U.S. and dissemination area (DA) in Canada over the course of a month, showing how the population moves between different areas in terms of both volume and frequency.
BP Environmental Services
Construction site activity data
Regions Available: U.S. & Canada
BP Ticket, Roll-off — Tracks the movement of open-top construction dumpsters holding construction and demolition debris.
BP Ticket, Works — Tracks machinery rentals such as lifts, booms, lulls and other equipment used in general construction and residential/commercial roofing.
BrightQuery
Private and public company financial data
Years Available: 2018 – present
Region: U.S.
Company Formation — Monthly counts of new filings for legal entities by state.
Aggregated Private Company Information — Statistical aggregations by geography and industry. Firmographics, core financials, employment and payroll, etc.
Builty
Building permit data
Regions Available: U.S.
Years Available: 2010 – present
Permit Data — Structured building permit data for over 20,00 local jurisdictions across the United States. Covers 70% of the top 30 MSAs.
Capology
Football (soccer) salary and club financial data
Years Available: 2013 – present
Salary Data — Year-over-year salary data for the 1st and 2nd divisions for the 5 biggest football (soccer) leagues (England, Italy, Spain, Germany, and France).
MLS Salary Data — Published by the MLS Players Association, this salary data goes back to 2007.
Club Financials — Club financial data for the same 5 international football leagues starting in 2013.
ClimateCheck
Climate risk data
Regions Available: U.S.
ZIP-level climate risk data — Current and modeled heat, precipitation, drought, flooding, and fire risk data for over 33,000 zip codes in the United States.
Coinbase
Coinbase exchange and trading data
Years Available: 2015 – present
Context Analytics
Social sentiment data from Twitter on thousands of U.S. securities
Years Available: 2011 – present
Normalized Social Sentiment Metrics — Aggregated tweet and social sentiment data with a comparison to the security’s own baseline to deliver 15 sentiment- and Tweet volume-based metrics.
CustomWeather
Detailed weather data from 2000+ weather stations in the U.S.
Years Available: 2000 – present
Daily Weather — A daily feed of climate data, including temperature, humidity, precipitation, windspeed, dew point, visibility, and sea level pressure.
Hourly Weather — An hourly feed of climate data, temperature, humidity, precipitation, windspeed, dew point, visibility, and sea level pressure.
dataplor
Global points of interest (POIs) and GIS data
Years Available: Regular monthly updates
Global Points of Interest — Discover business information such as location, category, dwell time, and open/close hours.
Currently available in Australia, Austria, Belgium, Canada, Denmark, Finland, France, Germany, Ireland, Italy, Japan, Luxembourg, Netherlands, Norway, Portugal, Sweden, UK, & U.S.
Exchange Data (coming soon)
Global financial and exchange data
Regions Available: Global
Global FX Rates — Accurate foreign exchange rate data in 168 currencies.
Global Equity End of Day Pricing — Daily end-of-day pricing day for over 170 exchanges worldwide.
Global Equity Corporate Actions Data — Documents that combine all the data elements within a typical corporate actions data feed into a human-readable feed, similar to a news feed.
Global Wireless Solutions
Mobile app engagement data
Regions Available: U.S.
Years: Q1 2019
US Mobile App Engagement — Critical insights into smartphone engagement from a panel of opted-in mobile consumers.
IPInfo
Global IP address information
Regions Available: Global
IP Geolocation — Geolocation information such as city, region/state, country, postal code, and coordinates of identified IP addresses.
IP to Company — Company database provides firmographic data such as the name of the company, domain, company type, country, and AS level data.
WHOIS — Domain ownership, point of contact, organization, and network information for IP addresses
Privacy Detection - Provides data on IP addresses that are associated with VPN, Tor, proxies, relays, etc.
pass_by
Branded consumer foot traffic insights in the U.S.
Years Available: Five years historical data
Retail Store Visits — Foot traffic data for specific POIs, including weekly, daily, and hourly breakdowns of aggregated and anonymized visitor volume.
Retail Store Visitors — Anonymized and aggregated visitor characteristic data for specific POIs, including date range, educational attainment, income, other brands visited, and more.
PDI Technologies (formerly Skupos)
SKU-level transaction data for U.S. convenience stores
Years Available: 2019 – present
Convenience Store Transaction Data — Detailed SKU-level data from convenience stores, including basket details, payment info, loyalty programs, and more.
People Data Labs
Global company profile data
Years Available: 2010 – present
Company Insights — Premium company profile data including employee tenure, top company metro areas, employee growth and churn, and executive leadership changes.
PredictHQ
Demand and event intelligence data for the U.S. and Canada
Years Available: 2020 – present
Unscheduled Events — Data about unpredictable and unscheduled events, including severe weather, disasters, airport delays, health warnings, and terror.
Non-Attended Events — Data about non-attended events with a start and end date that are more fluid in impact, such as observances, public holidays, and school holidays.
All-Attended Events — Data about gatherings with a start and end date/time, where people come together in one location for entertainment or business, such as a sporting event or concert.
REsimplifi
Commercial real estate listing data
Years Available: 2021 – present
Region: U.S.
Commercial Real Estate Listings — Real estate listings for commercial properties, including detailed attributes related to property type, listing type, listing organization, and even property photos.
SafeGraph
Global points of interest (POIs), building polygons, and aggregated U.S. transaction data
Years Available: 2019 – present
Spend — Aggregated, anonymized credit and debit transaction data associated to specific POIs, including median spend per day, median spend per customer, and other detailed statistics, as well as where else consumers spend money and the breakdown of online/offline spending.
Places — Global points of interest (POIs), including lat/long coordinates, address strings, place name, brand affiliation, NAICS categorization, open/close dates, open hours, contact info, and more.
Places + Geometry — Precision polygons representing place footprints, including detailed spatial hierarchy metadata that denotes how places are related to each other (ie. stores inside a shopping mall, co-tenants in a plaza, etc.).
Samba TV
TV viewership & ad exposure data
Years Available: 2022 – present
Region: U.S.
TV Ad Exposure — A detailed view of advertising TV spots, including information such as the timestamp, network, prior and next title, advertiser, product, and more.
TV Content Viewership — Viewership behavior, including content timestamps, content type, titles and episode information, release dates, network information, and household DMA.
Similarweb
Website and app metrics for top global brands, including website visits, search keywords, and popular pages
Years Available: 2021 – present
Website Visits — Daily website visits for the top 1,000 global websites, top 500 most valuable companies, and all brands in SafeGraph and Advan datasets.
Mobile App Engagement
Organic Search Keywords — Monthly organic keywords for the domains of 500 of the most valuable companies, including keyword volume, CPC, URL, keyword position, and more.
Popular Pages — Data on up to 50 of the most visited sub-pages of 8000+ of the world’s most popular websites.
TraQline
Consumer survey data
Years Available: 2013 – present
Region: U.S.
Brand Share & Consumer Behavior — Consumer and market insight data for 10+ categories of durable goods, including home improvement products, power tools, consumer electronics, and more.
Verisk
U.S. consumer, automotive, & property data
Regions Available: U.S.
Total Consumer Insights, Consumer Panel — Hundreds of attributes on individuals and households with topics including geographic, demographic, household, and real estate data.
Total Consumer Insights, Property — $84B+ data points on residential and commercial structures.Total Consumer Insights, Auto Ownership — Leverages licensed auto data to detail household car attributes and ownership.
WageScape
Salary and compensation data for U.S. workers
Years Available: 2016 – present (12 month lag)
Historical Wage Data — Ethically sourced historical salary and compensation data for job titles, job families, and locations, all normalized with AI-patented technology.
WARN Tracker
U.S. company layoff data
Years Available: 1988 – present
Historical Layoff Data — Detailed company layoff data, including company name, state where layoffs took place, notice date, effective layoff date, temporary status, and year.
Resources for Getting Started
Getting Started with Dewey — learn how to navigate in Dewey, browse data, download data and more.
Dewey Python package — Python library for accessing Dewey data.
Dewey R package — R library for accessing Dewey data.
Data science resources — a community-supported list of data science resources relevant to data on the Dewey platform.
API Tutorial Video — accessing Data via API with the deweydatapy Library
General support resources, user FAQs, and more can be found at Dewey Community.