# Player Intentional Walks Per At-Bat

> Calculates the average number of intentional walks a player receives per at-bat, reflecting strategic pitching decisions against them.

## At a glance

- **Publisher:** Spartera
- **Data source:** mlb.com
- **Category:** Professional Baseball
- **Price:** 0 credits (about $0.00 per request, billed on a successful response)
- **Type:** CALCULATION
- **URL:** https://marketplace.spartera.com/products/player-intentional-walks-per-at-bat/8a286144-000d-462a-9102-80893d2a3489

## Machine-readable

- Sample data (JSON): https://marketplace.spartera.com/sample/8a286144-000d-462a-9102-80893d2a3489
- Full page (HTML, with schema.org Dataset markup): https://marketplace.spartera.com/products/player-intentional-walks-per-at-bat/8a286144-000d-462a-9102-80893d2a3489
- Catalog index: https://marketplace.spartera.com/llms.txt
- Product sitemap: https://marketplace.spartera.com/server-sitemap.xml

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