# Hot Beverage Favorability Forecast

> Temperature-based index forecasting demand for hot beverages including coffee, tea, and cocoa.

## At a glance

- **Publisher:** Weather Trends 360
- **Data source:** weathertrends360.com
- **Category:** Weather Services
- **Price:** 0 credits (about $0.00 per request, billed on a successful response)
- **Refresh:** Hourly
- **Coverage:** United States Zip Codes
- **Type:** CALCULATION
- **URL:** https://marketplace.spartera.com/products/hot-beverage-favorability-forecast/bc8905cd-2cc3-40e1-baa4-5852f90dc3b5

## Description

The Hot Beverage Index quantifies how weather conditions and seasonal transitions increase consumer preference for warm drinks. The model incorporates temperature anomalies, frost events, and sustained cold periods to estimate shifts in product favorability for packaged coffee, tea, cocoa, and related items. This dataset supports production planning, promotional scheduling, and regional assortment strategies for grocery and foodservice operators.

## Fields

| Field | Type | Required | Description |
| --- | --- | --- | --- |
| Zip Code | STRING |  | Please enter your zip code |

## Machine-readable

- Sample data (JSON): https://marketplace.spartera.com/sample/bc8905cd-2cc3-40e1-baa4-5852f90dc3b5
- Full page (HTML, with schema.org Dataset markup): https://marketplace.spartera.com/products/hot-beverage-favorability-forecast/bc8905cd-2cc3-40e1-baa4-5852f90dc3b5
- Catalog index: https://marketplace.spartera.com/llms.txt
- Product sitemap: https://marketplace.spartera.com/server-sitemap.xml

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Published by Weather Trends 360 on the Spartera Analytics Marketplace. Licensed under https://marketplace.spartera.com/terms.