# Total Walk Percentage Allowed by Pitchers by Year

> Aggregates total walk percentage allowed by pitchers for each year, showing the league's overall control issues.

## 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/total-walk-percentage-allowed-by-pitchers-by-year/71a051f1-a399-4ce9-889d-a78dc8c5e6d1

## Machine-readable

- Sample data (JSON): https://marketplace.spartera.com/sample/71a051f1-a399-4ce9-889d-a78dc8c5e6d1
- Full page (HTML, with schema.org Dataset markup): https://marketplace.spartera.com/products/total-walk-percentage-allowed-by-pitchers-by-year/71a051f1-a399-4ce9-889d-a78dc8c5e6d1
- 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.