Wolfram Research

Jazz Musicians Network

Network of Jazz musicians.

The Jazz musicians network uses a database of jazz recordings to study the collaboration network of jazz musicians. Two levels of collaborations are studied. First, the collaboration network between individuals, where two musicians are connected if they have played in the same band and second, the collaboration between bands, where two bands are connected if they have a musician in common.

(198 vertices, 2742 edges)

Examples

Basic Examples

Retrieve the graph:

In[1]:=
ResourceData["Jazz Musicians Network"]
Out[1]=

Summary properties:

In[2]:=
ResourceData["Jazz Musicians Network", All]["Summary"]
Out[2]=

Basic Applications

Find the communities within the network:

In[3]:=
g = ResourceData["Jazz Musicians Network"];
In[4]:=
CommunityGraphPlot[g, EdgeStyle -> Opacity[0.2]]
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Show the neighborhood around the musician with the most connections:

In[5]:=
most = MaximalBy[VertexList[g], VertexDegree[g, #] &]
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In[6]:=
HighlightGraph[
 NeighborhoodGraph[g, most, Sequence[
  EdgeStyle -> Opacity[0.2], VertexSize -> 0.4]], most, Sequence[
 VertexSize -> 0.5, PlotTheme -> "Minimal"]]
Out[6]=
In[7]:=

Wolfram Research, "Jazz Musicians Network" from the Wolfram Data Repository (2019) 

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