~ Web analytics application that provides the insights for your MLB team ~
Usage
Navigating the Tool:
Select a Season and Metric of interest. This will initially generate some data of team statistics relevant to the selected values.
Choose a team in the Select Team dropdown to view the overall and category-based rankings. Details of the category scoring is explained in Categorization Logic.
Categorization Logic
Currently, there are 3 Metric available. Here is a breakdown of the category-based rankings available for each:
1. Batting
Category
Description
Variables Involved
Hitting
Ability to get base hits
BA
Power
Ability to hit for power
HR
On Base
Ability to get on base
OBP
Base Stealing
Ability to steal bases
SBCS
Efficiency
Ability to maximize run scoring opportunities
LOBRHR
OVERALL
Runs scored per game
R/G
2. Starting Pitching
Category
Description
Variables Involved
Winning
Ability to keep the game at a winning state
WgsWlstLsv
Quality Start
Ability to have quality starts
QS%
Stamina
Ability to accumulate large pitch counts
80-99100-119≥120
Efficiency
Ability to accumulate innings
IP/GS
OVERALL
Pitcher outing score
GmScA
3. Relief Pitching
Category
Description
Variables Involved
Saves
Number of saves
SV
Holds
Number of holds
Hold
Clean Closes
Save rate
SV%
Win %**
Ability to win as a result of relief
WgrLgr
Game Pressure
Pressure faced by pitchers
aLI
OVERALL**
Ability to strand runners on base
IS%
4. Fielding
Category
Description
Variables Involved
Defensive Efficiency
Balls in play converted into outs
DefEff
DRS
Relative number of defensive runs saved or cost
Rdrs/yr
Fld%
Standard fielding percentage
Fld%
Good Plays
Good Plays/Misplays runs above average
Rgood
DP
Number of double plays completed
DP
OVERALL**
Total Zone Runs: Considering outfield arms, infield double play induces, catcher efficiency
Rtot/yr
Metrics in ** needs to be re-evaluated for more proper evaluation.
Setup
Common Issues
SSL Certs
On Mac, go to Applications/python3._ and double click Install Certificates
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