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97-calculating-batting-average.md

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Problem:

In baseball, the batting average is a simple and most common way to measure a hitter's performace. Batting average is calculated by taking all the players hits and dividing it by their number of at_bats, and it is usually displayed as a 3 digit decimal (i.e. 0.300).

Given a yankees table with the following schema,

-player_id STRING

-player_name STRING

-primary_position STRING

-games INTEGER

-at_bats INTEGER

-hits INTEGER

return a table with player_name, games, and batting_average.

We want batting_average to be rounded to the nearest thousandth, since that is how baseball fans are used to seeing it. Format it as text and make sure it has 3 digits to the right of the decimal (pad with zeroes if neccesary).

Next, order our resulting table by batting_average, with the highest average in the first row.

Finally, since batting_average is a rate statistic, a small number of at_bats can change the average dramatically. To correct for this, exclude any player who doesn't have at least 100 at bats.

Expected Output Table

-player_name STRING

-games INTEGER

-batting_average STRING

Solution