About Singles

Singles are hits where the player only reaches first base in a single play without the benefit of a fielding error or feilders choice. If they pass first base safely and it was because of a fielding error it's still considered only a single. Generally, for Singles, higher is better. (Source)

Nolan Arenado and Jose Ramirez's Singles Per Season Comparison Line Chart

This bar chart compares Nolan Arenado's and Jose Ramirez’s Singles 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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Nolan Arenado and Jose Ramirez's Per Season Singles Box Plot

This chart attempts to draw a comparison between Nolan Arenado and Jose Ramirez by summarizing their Singles 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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Nolan Arenado and Jose Ramirez's Cumulative Singles by Season

This line chart shows Nolan Arenado and Jose Ramirez's cumulative Singles 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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Nolan Arenado and Jose Ramirez's Singles Comparison Data Table

This table shows Nolan Arenado and Jose Ramirez's Singles 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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