[Data Visualization] NBA Players Hometown and NBA Championships

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The relationship between Hometown and Championships ? By Wu Yang

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Transcript of [Data Visualization] NBA Players Hometown and NBA Championships

Page 1: [Data Visualization] NBA Players Hometown and NBA Championships

The relationship between Hometown and

Championships?By Wu Yang

Page 2: [Data Visualization] NBA Players Hometown and NBA Championships

Kevin Garnettborn in

South CarolinaPaul Pierce

born in

California

Ray Allenborn in

California

The 'Big Three’ in Boston Celtics

Won NBA Champion in 2008

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Next:

Demo of Network Visualization

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“Friendship” between hometowns(USA states)

CA

SC2

1

Node Size: number of playersEdge Width: cooperation times

Undirected Network

using Network Graphics

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How about the “Friendships” among All USA states in NBA Championships history?

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I make statistics of NBA play-off history from 1947 to 2013, totally 67 years!

From: http://www.basketball-reference.com

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Champion Team

Player Name 1Player Name 2Player Name 3Player Name 4......Player name N

USA state 1USA state 2USA state 3USA state 4......USA state N

USA state 1USA state 2USA state 3USA state 4......USA state N

……

……

Network Graphics calculation with NodeXL

They are “friends” in championshp

total 67 champion teams

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Node: USA state,total 50 nodes

Node size:The number of championship players

Edge:“Friendship”

Edge width:The cooperation times won championships

Data Visualization: Network Graphics

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We could see:A few nodes are bigger than the others, and

between them The edges are more obvious!

I want to find out: the top USA states and their relationshipFiltering…1, Nodes (top USA states):

CA (California), NY (New York) and IL (Illinois)

2, Edges (relationships):Triangle and Circle relationship

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Triangle

Circle

Interpretation

Point 1: Top 3 states in NBA championship history are CA (California), NY (New York) and IL (Illinois)Meaning: they own top 3 numbers of NBA players in championshipsPoint 2 (triangle):Players from these three states are always in the same team!Point 3 (circle):Players from CA are very good at winning championship by themselves