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The (hidden) patterns
Network analysis
Stuff you can
do with networks ...
How are people connected?
Where will the traffic get stuck?
What is the optimal route
for energy and materials?
How do products or
diseases spread?
Some technical background
1
2
3
4
5
6
7
node or
vertex
link or
edge
edge weight
hub with
4 degrees
Which node is most central?
(power, access to information, etc.)
Demo: building a different matatu map
Step 1: get vertices & edges
Step 2: Add centrality measures
Step 3: plot
Step 4 : Extract clusters
Step 5: Extract backbone
Resources:
Data processing:
●
R
●
igraph, sna, network, etc
●
data.table, magrittr
Plotting:
●
Cytoscape
●
Gephi
●
Yed
Digital matatu map:
●
digitalmatatus.com
Henk Harmsen
https://www.linkedin.com/in/carbonmetrics
https://stackoverflow.com/users/580110/henk
image: edits on Wikipedia Kenya page

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The (hidden) patterns - networks