How Julio Ramirez's Walks Compares to Similar Players

Julio Ramirez totaled 5 career Walks, well below the league average of 182.7 — production that significantly underperformed against league baselines. His best Walks season came in 2001, posting 2, well below the league average of 23.6 that year. The lowest point came in 2003 at 0, well below the league average of 24.5 that year. Output was consistent through the final seasons. The Walks total went from 2 in 2002 to 0 in 2003 and 0 in 2005, falling over the span. The consistent output characterized his final seasons. Significant season-to-season variance characterizes the Walks profile — ranging from 0 to 2 — though the career average remained well below league norms.

Julio Ramirez Lifetime Walks and Similar Stats

Stats similar to Walks for Julio Ramirez
Julio Ramirez
Walks
Julio Ramirez
Intentional Walks
Julio Ramirez
Walks Per Strikeout
Career500.14
Season Avg.100.14
162 Game Avg.9.6400.14
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Julio Ramirez Walks Per Season

Julio Ramirez's Walks for each season of his MLB career, plotted against that year's league average. Switch between comparisons — American League, Hall of Fame, CF, Caribbean, or players born in the same country — to see how he stacked up year by year.
Julio Ramirez Walks per season line chart

Julio Ramirez Walks by Team

Julio Ramirez's career Walks totals broken down by each team he played for, ordered by when he first joined that team.
Julio Ramirez career Walks by team bar chart

Julio Ramirez Cumulative Walks — Career Progression

A running total of Julio Ramirez's career Walks, plotted season by season. Each point shows the cumulative figure through the end of that year, making it easy to see when he reached key milestones and how his pace changed over time.
Julio Ramirez Walks year-over-year waterfall chart

Julio Ramirez Walks Distribution vs. Comparable Players

Each box summarizes Julio Ramirez's seasonal Walks alongside a selected comparison group across all seasons he played. The box covers the middle 50% of seasons, the center line is the median, and the whiskers extend to the min and max. A tighter box means more consistency; a higher median means more output. Use the selector to switch comparison groups.
Julio Ramirez Walks distribution box chart versus comparable players

Julio Ramirez Walks — Season-by-Season Breakdown

Every season of Julio Ramirez's MLB career with Walks alongside league, Hall of Fame, positional, birth region, and country-of-birth averages for that year. Career totals include sum, average, min, max, and median.

Note: A dash (—) means no qualifying players existed in that comparison group for that season. Most commonly this happens for the Hall of Fame group.
Julio Ramirez Walks season-by-season breakdown table