Total Wine & More Store-Level Pricing & Inventory Dataset

About Total Wine & More store data

Total Wine & More runs more than 250 superstores across the United States, each with its own pricing and its own assortment. A national average tells a brand very little; the store row is where distribution actually lives.

Thirty-four stores, thirteen states

The sample reached stores in Texas, Florida, New Mexico, New Jersey, South Carolina and eight more states, each row carrying the store's address, ZIP and coordinates. That is the level at which a trade-area map can be drawn.

Attributes behind the label

PRODUCT_DETAILS holds structured JSON — brand, THC percentage, country and state of origin, body, taste notes and style. For a category as new as hemp-derived beverages, those attributes are how the shelf gets segmented.

Two things to plan for

SUBCATEGORY_2 repeats the product name rather than giving a sub-category, on all 50 sampled rows — use SUBCATEGORY_1 and the details JSON instead. Inventory reads 0 on the rows flagged out of stock, so filter on INSTOCK before averaging.

Is collecting this data legal?

We collect only what a shopper sees on a public store page — product name, size, price, availability and the store it belongs to. No account is created, no age gate is circumvented and no personal data is touched, so the file carries no consumer records at all. These are age-restricted and, in the hemp-derived categories, state-regulated products: the data describes what retailers list, and what you may do with it depends on your own market's rules. Product names, brands and descriptions stay the property of their owners; the licence covers the compiled dataset.