Alternative data datasets
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Consumer purchase survey responses from over 53,000 individuals in Japan are used to monitor retailer sales performance.
Survey-based purchase data drawn from more than 53,000 Japanese respondents is applied to tracking retailer sales trends.
On-the-ground audits of retail shelves: store-level inventory and condition snapshots collected by contracted field visitors with geolocation context: a direct check on availability and product presence.
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Forecasts and historical figures spanning five years cover market size and share for retail loans, credit cards, and deposits.
Daily refreshed worldwide monitoring of store-level prices, product mixes and promotional activity across thousands of brands and retail chains.
250K customer-product interactions for recommendation systems and AI
Retail dataset for product recommendation, search, and analytics use cases
An extensive directory listing more than 100,000 retail fuel stations together with details on site amenities.
Same-day foot-traffic estimates for retailers and REITs, built from mobile-location data into real-time economic signals.
Indicators of retail investor mood and posting activity are drawn directly from the StockTwits community.
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The largest consumer panel survey in Japan, drawing responses from over 50,000 participants.
US Signals - Retail Softlines Consumer Spending Forecast. Prosper US Signals series of datasets includes leading indicators and advanced predictive analytics derived from Prosper’s scientifically collected monthly measurement of over 7,500 US consumers covering forward looking spending plans, retail channels, motivations, and economic outlook. Prosper US Signals are excellent training datasets for
UST Wi-Fi Analytics with Retail Analytics and Shopper Insights is a cloud-native in-store analytics platform built on AWS that turns your existing Wi-Fi network into a rich source of retail analytics. By passively detecting Wi-Fi enabled devices, it delivers privacy-conscious footfall, dwell time, zone traffic, and path analysis across every store, without beacons or new hardware. Retailers use Wi
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Transaction records from a high-end food retailer's sales channels, covering both digital and in-store purchases.
Normalized United States retail foot-traffic figures broken down by state in 15-minute intervals.
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Device identifiers are sorted by shopping-related behaviors and the physical locations where those consumers shop.
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Regional expenditure information for grocery and general retail categories across postal codes and administrative regions in France.
Retail product matching workflow data for AI catalog and pricing teams
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Day-by-day fuel pricing broken down by product category across more than one hundred thousand filling stations throughout North America.
A recurring dataset tracking pedestrian visits and store rankings across leading premium retail brands operating in the United States.
Compliance-ready foot traffic and visit datasets for U.S. retail chains, venues, and points of interest beginning in 2017.
Complimentary 2019 preview offering high-level foot-traffic patterns across sectors and geographies over time.
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Financial statements aligned to NACE industry categories, structured for analytic consumption and approved for use in AI and ML model training.
Standardized financial reporting records mapped to NACE industry classifications, prepared for analytics use and cleared for machine learning applications.
Global retail brand profile data covering business details across multiple markets.
Get a data sample: Consensus-verified big-box retail POIs including IKEA, Carrefour, Tesco, Walmart, and Target. 100% NAICS coverage at the first 3 levels. Weekly incremental updates.
Daily records of retail investor buy and sell orders in US equity markets.
Real-time trading records showing retail investor purchases and sales within US equity markets.
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A high-volume retail transaction analytics system that supports custom panel queries for demand forecasting.
Foot-traffic panels built from mobile-device location signals, measuring visits, dwell time and cross-shopping for US retailers, malls and real-estate assets, delivered on a daily schedule to investors and real-estate desks.
Indexes built from foot-traffic location data for Japanese business sites including production facilities and retail outlets.
Japan's most extensive retailer-reported point-of-sale dataset, gathered from more than 6,000 stores nationwide.
The biggest Japan-based collection of electronics retail point-of-sale information, provided directly by the retailers.
The most comprehensive Japan-focused dataset on electronics point-of-sale activity, with data supplied by retailers themselves.
Curated and standardized web metrics spanning online retail and digital industries, formatted for use by financial and investment analytics teams.
Exploring the Impact of product positioning on sales and consumer behavior