# Bottom 5 Pitchers by Walk Percentage in 2022

> Identifies the bottom 5 pitchers with the highest walk percentage in 2022, indicating pitchers with 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:** VISUALIZATION
- **URL:** https://marketplace.spartera.com/products/bottom-5-pitchers-by-walk-percentage-in-2022/2f6196db-9a3f-4d4a-a1a7-9fcb4f633210

## Machine-readable

- Sample data (JSON): https://marketplace.spartera.com/sample/2f6196db-9a3f-4d4a-a1a7-9fcb4f633210
- Full page (HTML, with schema.org Dataset markup): https://marketplace.spartera.com/products/bottom-5-pitchers-by-walk-percentage-in-2022/2f6196db-9a3f-4d4a-a1a7-9fcb4f633210
- 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.