About Walks

Walks or base on balls (BB) is the total number of times a player is awarded first base because the pitcher issued 4 balls before the player puts the ball is put in play, is hit by a pitch, or strikes out. This is measure over a given time period, for example season or career. Generally, for Walks, higher is better. (Source)

Jeimer Candelario and Kevin Smith's Walks Per Season Comparison Line Chart

This bar chart compares Jeimer Candelario's and Kevin Smith’s Walks for each season of their Major League careers. The data is displayed by player season number instead of the season year to allow for better comparisons as the players progressed through their careers.
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Jeimer Candelario and Kevin Smith's Per Season Walks Box Plot

This chart attempts to draw a comparison between Jeimer Candelario and Kevin Smith by summarizing their Walks for each season they played. The box represents the middle 50% of the data for each player with the line in the box being the median value. The whiskers represent the ranges for the top and bottom 25% of the data. Review the spread and medians to draw your conclusions!
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Jeimer Candelario and Kevin Smith's Cumulative Walks by Season

This line chart shows Jeimer Candelario and Kevin Smith's cumulative Walks total by season for both their career. This graph attempts to compare yearly progression for both players to answer questions like who was better or is one tracking with the other.
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Jeimer Candelario and Kevin Smith's Walks Comparison Data Table

This table shows Jeimer Candelario and Kevin Smith's Walks statistics by season for their full MLB careers. Included with the raw season stats are the aggregations’ sum, average, minimum, maximum, and median. The data is displayed by season number instead of by calendar year to allow for better comparisons as the players progressed through their careers. Because not all players have the same career lengths, seasons not completed will display "—"
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