Best Data for Demand Forecasting
Demand forecasting refers to the process of estimating the market demand for a given product or a service. Companies use often sources of historical sales data along with market benchmarks to plan and prepare their inventories for optimal performance.
Recommended Data for Demand Forecasting
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Our Data Partners
250 countries covered
4 years of historical data
Our Vacation Rental Rates and Availability dataset delivers comprehensive, daily-updated pricing and availability information for vacation rental properties ...
250 countries covered
5 years of historical data
Key hotel performance indicators segmented by booking origin and market segment, enabling analysis of guest behavior and revenue streams.
250 countries covered
5 years of historical data
Aggregated hotel market performance metrics and booking behaviors related to origin markets, revealing demand drivers and trends.
250 countries covered
5 years of historical data
Historic and future global hotel performance metrics sourced from reservation systems, including occupancy rates, ADR, RevPAR, and booking patterns.
250 countries covered
5 years of historical data
Up-to-date vacation rental pricing and availability data sourced directly from property management systems for real-time market analysis.
250 countries covered
5 years of historical data
Our Vacation Rental Area KPIs by Guest Origin Markets dataset provides detailed insights into the geographic sources of demand for vacation rental destinatio...
SafeGraph
Based in USA
SafeGraph is a data company that builds datasets on the physical world for teams at ESRI, Microsoft, Verizon, and Mapbox. Our high-precision Places dataset c...
POI Globally
Brands Globally
Fill Rates
Key Data Dashboard
Based in USA
Key Data's short-term rental and hotel data to make smarter investment decisions, optimize your strategies, and boost profitability. Integrate our scalable d...
via Direct Integrations
Single source for Direct
700k Direct and 10M OTA
Meteomatics
Based in Switzerland
Meteomatics weather API delivers fast, direct, simple access to an extensive range of global weather and environmental data.
A single API endpoint to acce...
Predik Data-driven
Based in USA
We are experts in the collection, extraction, management and analysis of large volumes of all types of data, from alternative and complex sources to traditio...
Updated & consistent
Latam, US, Asia Markets
Strict & precise controls
Dataforce
Based in Germany
With our BI software, we help the automotive industry to better understand the market situation. We continuously measure new car registrations and changes of...
Ø PC Registrations DE / Day
Ø Interviews / Month
Ø Country Coverage
Weather Source
Based in USA
Weather Source’s mission is to make hyper-local weather and climate data accessible around the globe and across industries.
Globally Uniform
Statistically Consistent
Analytics-Grade Data
