High Level Design
Overview
For professional baseball teams, understanding the team’s performance is highly valuable for game and business strategies. Insight about team and player performance can drive important decisions for in-game strategies and possible trade business deals.
Goals
Increase the total number of games won by increasing the runs scored per game ratio. Increase the player’s productivity by optimizing their every at-bat and optimizing batting averages.
Objectives
- Understanding current performance by using high-level KPIs.
- Increase batting average per at-bats.
- Ability to identify and prioritize pitching rotation and batting orders.
KPI Architecture
|
Objectives |
KPIs |
Measures |
Data Source |
|
# Wins Total number of wins |
Count(Wins) |
FACT Teams |
|
|
Total Runs Total number of runs scored |
Sum(Runs) |
Fact_Teams |
|
|
Total Hits Total number of hits by team and player and by category |
sum(hits) |
Fact_Teams and dim_player dim_hitType |
|
|
|
Stolen Bases Total number of stolen bases |
sum(SB) |
Fact_Teams |
|
|
Total hits by type |
sum(hits) by category(1B, 2B, 3B, HR) |
FACT_Team and Dim_HitType |
Entities Relationship Diagram
Plugins & Scripts
- Blox plugin
- Tabber plugin
- Widget Title Style plugin
Data Connectors
