In Python using the Pandas Module: Find the Player with the Highest Batting Average from 2019, only if their number of plate appearances (PA) >= 250. Plate Appearances (Pl_App), calculated as: Pl_App = HBP + SH + SF + AB + BB + Batting Average (B_AVG) is the ratio of Hits to at Bats. So B_AVG = H / AB, and is reported to three decimal points. Show code and output to prove functionality. Below is 3 years of player data: player year team lg G AB R H HR BB SO IBB HBP SH SF Alan J. 2020 NYA AL 2 0 0 0 0 0 0 0 0 0 0 Barry B. 2020 HOU AL 4 0 0 0 0 0 0 0 0 0 0 Michael J. 2020 CHA AL 60 240 43 76 19 18 59 1 3 0 1 Jim R. 2020 ATL NL 46 160 46 40 14 38 60 2 4 0 0 Nolan R. 2020 TBA AL 54 185 29 48 8 20 74 0 0 0 0 Sammy S. 2020 CHN NL 13 0 0 0 0 0 0 0 0 0 0 Frank T. 2020 SDN NL 3 1 0 0 0 0 1 0 0 0 0 Alan J. 2019 KCA AL 6 0 0 0 0 0 0 0 0 0 0 Barry B. 2019 ATL NL 16 49 4 9 2 2 18 0 0 0 0 Michael J. 2019 LAA AL 38 124 9 20 3 7 55 0 1 0 0 Jim R. 2019 MIN AL 44 89 10 17 0 11 23 0 1 0 0 Nolan R. 2019 SFN NL 21 0 0 0 0 0 0 0 0 0 0 Sammy S. 2019 HOU AL 7 0 0 0 0 0 0 0 0 0 0 Frank T. 2019 CHA AL 159 634 85 180 33 36 152 4 13 0 10 Alan J. 2018 ATL NL 156 626 127 175 41 76 188 4 9 0 1 Barry B. 2018 SFN NL 10 22 1 7 0 2 8 0 0 0 0 Michael J. 2018 TBA AL 152 531 69 135 20 46 153 1 3 3 1 Jim R. 2018 TOR AL 23 0 0 0 0 0 0 0 0 0 0 Nolan R. 2018 MIN AL 2 0 0 0 0 0 0 0 0 0 0 Sammy S. 2018 DET AL 13 0 0 0 0 0 0 0 0 0 0 Frank T. 2018 WAS NL 1 0 0 0 0 0 0 0 0 0 0
In Python using the Pandas Module: Find the Player with the Highest Batting Average from 2019, only if their number of plate appearances (PA) >= 250. Plate Appearances (Pl_App), calculated as: Pl_App = HBP + SH + SF + AB + BB + Batting Average (B_AVG) is the ratio of Hits to at Bats. So B_AVG = H / AB, and is reported to three decimal points. Show code and output to prove functionality. Below is 3 years of player data: player year team lg G AB R H HR BB SO IBB HBP SH SF Alan J. 2020 NYA AL 2 0 0 0 0 0 0 0 0 0 0 Barry B. 2020 HOU AL 4 0 0 0 0 0 0 0 0 0 0 Michael J. 2020 CHA AL 60 240 43 76 19 18 59 1 3 0 1 Jim R. 2020 ATL NL 46 160 46 40 14 38 60 2 4 0 0 Nolan R. 2020 TBA AL 54 185 29 48 8 20 74 0 0 0 0 Sammy S. 2020 CHN NL 13 0 0 0 0 0 0 0 0 0 0 Frank T. 2020 SDN NL 3 1 0 0 0 0 1 0 0 0 0 Alan J. 2019 KCA AL 6 0 0 0 0 0 0 0 0 0 0 Barry B. 2019 ATL NL 16 49 4 9 2 2 18 0 0 0 0 Michael J. 2019 LAA AL 38 124 9 20 3 7 55 0 1 0 0 Jim R. 2019 MIN AL 44 89 10 17 0 11 23 0 1 0 0 Nolan R. 2019 SFN NL 21 0 0 0 0 0 0 0 0 0 0 Sammy S. 2019 HOU AL 7 0 0 0 0 0 0 0 0 0 0 Frank T. 2019 CHA AL 159 634 85 180 33 36 152 4 13 0 10 Alan J. 2018 ATL NL 156 626 127 175 41 76 188 4 9 0 1 Barry B. 2018 SFN NL 10 22 1 7 0 2 8 0 0 0 0 Michael J. 2018 TBA AL 152 531 69 135 20 46 153 1 3 3 1 Jim R. 2018 TOR AL 23 0 0 0 0 0 0 0 0 0 0 Nolan R. 2018 MIN AL 2 0 0 0 0 0 0 0 0 0 0 Sammy S. 2018 DET AL 13 0 0 0 0 0 0 0 0 0 0 Frank T. 2018 WAS NL 1 0 0 0 0 0 0 0 0 0 0
Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
Section: Chapter Questions
Problem 1PE
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Question
In Python using the Pandas Module:
Find the Player with the Highest Batting Average from 2019, only if their number of plate appearances (PA) >= 250.
Plate Appearances (Pl_App), calculated as: Pl_App = HBP + SH + SF + AB + BB +
Batting Average (B_AVG) is the ratio of Hits to at Bats. So B_AVG = H / AB, and is reported to three decimal points.
Show code and output to prove functionality.
Below is 3 years of player data:
player | year | team | lg | G | AB | R | H | HR | BB | SO | IBB | HBP | SH | SF |
Alan J. | 2020 | NYA | AL | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Barry B. | 2020 | HOU | AL | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Michael J. | 2020 | CHA | AL | 60 | 240 | 43 | 76 | 19 | 18 | 59 | 1 | 3 | 0 | 1 |
Jim R. | 2020 | ATL | NL | 46 | 160 | 46 | 40 | 14 | 38 | 60 | 2 | 4 | 0 | 0 |
Nolan R. | 2020 | TBA | AL | 54 | 185 | 29 | 48 | 8 | 20 | 74 | 0 | 0 | 0 | 0 |
Sammy S. | 2020 | CHN | NL | 13 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Frank T. | 2020 | SDN | NL | 3 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |
Alan J. | 2019 | KCA | AL | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Barry B. | 2019 | ATL | NL | 16 | 49 | 4 | 9 | 2 | 2 | 18 | 0 | 0 | 0 | 0 |
Michael J. | 2019 | LAA | AL | 38 | 124 | 9 | 20 | 3 | 7 | 55 | 0 | 1 | 0 | 0 |
Jim R. | 2019 | MIN | AL | 44 | 89 | 10 | 17 | 0 | 11 | 23 | 0 | 1 | 0 | 0 |
Nolan R. | 2019 | SFN | NL | 21 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Sammy S. | 2019 | HOU | AL | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Frank T. | 2019 | CHA | AL | 159 | 634 | 85 | 180 | 33 | 36 | 152 | 4 | 13 | 0 | 10 |
Alan J. | 2018 | ATL | NL | 156 | 626 | 127 | 175 | 41 | 76 | 188 | 4 | 9 | 0 | 1 |
Barry B. | 2018 | SFN | NL | 10 | 22 | 1 | 7 | 0 | 2 | 8 | 0 | 0 | 0 | 0 |
Michael J. | 2018 | TBA | AL | 152 | 531 | 69 | 135 | 20 | 46 | 153 | 1 | 3 | 3 | 1 |
Jim R. | 2018 | TOR | AL | 23 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Nolan R. | 2018 | MIN | AL | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Sammy S. | 2018 | DET | AL | 13 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Frank T. | 2018 | WAS | NL | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
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