# Proportion of Intentional Walks to Total Walks

> Calculates the percentage of intentional walks out of all walks received by players, indicating strategic pitching decisions.

## 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/proportion-of-intentional-walks-to-total-walks/563ad9ec-5e4f-4c33-98e3-be1bb8af2aca

## Machine-readable

- Sample data (JSON): https://marketplace.spartera.com/sample/563ad9ec-5e4f-4c33-98e3-be1bb8af2aca
- Full page (HTML, with schema.org Dataset markup): https://marketplace.spartera.com/products/proportion-of-intentional-walks-to-total-walks/563ad9ec-5e4f-4c33-98e3-be1bb8af2aca
- 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.