effective data presentation techniques
TRANSCRIPT
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EFFECTIVE DATA PRESENTATION TECHNIQUES
Prof. Phil Murphy and
Prof. Moyara Ruehsen
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Tufte’s Five Secrets
• Find good examples and copy them
• Order data by performance, not alphabetically
• Convert numbers to graphics whenever possible
• Demonstrate your interest
• Establish your credibility
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Consensus Baseline Cluster 1 Cluster 2 Cluster 3 Cluster 4 Outliers
Consensus
proportion 0.63* 0.69* 0.70* 0.71* 0.70* 0.48*
Homophily
Un-stdized
Coefficient
Sig.
Btwn Clusters 0.559 - -
Cluster 1 0.383 0.0000
Cluster 2 0.310 0.0000
Cluster 3 0.235 0.0032
Cluster 4 0.257 0.0004
Outliers -0.174 0.0224
R-square 0.097
* p<0.01
Density Table
0.94 0.75 0.68 0.61 0.50 0.87 0.19 0.57 0.51 0.80 0.45 0.18 0.82 0.42 0.39
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For all clusters: p<0.001 Outliers: p<0.035
Homophily
Intra- vs. Inter-group Ties
-0.3
-0.2
-0.1
0
0.1
0.2
0.3
0.4
0.5
Cluster 1* Cluster 2* Cluster 3* Cluster 4* Outliers*
-0.2
-0.15
-0.1
-0.05
0
0.05
0.1
Cluster 1 Cluster 2 Cluster 3 Cluster 4 Outliers
For all groups: p<0.01 Outliers: p<0.01
Consensus
Relative similarity of perception within groups
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Blue: Political Boundary
Red: Physical Boundary
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PULP
FICTION
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PULP
FICTION
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Is Balkan Trade Still Balkanized?
How free trade agreements are gradually
changing trading patterns on the peninsula
By Eugenia Volen
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Population and Size of Economy
0
5
10
15
20
25
0
20
40
60
80
100
120
140
160
180
Mill
ion
USD
Bill
ion
$GDP (current prices) 2009 Population (right scale)
Figure 1
Source: World Bank
Figure 2 Source: national trade statistics
By Eugenia Volen
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Figure 3: Top export markets of SEE-9 countries (comprising top 50% of exports)
By Eugenia Volen
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Figure 4: Top import sources for SEE-9 countries (comprising top 50% of imports)
By Eugenia Volen
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Figure 5: Coordinator roles in SEE-9 export network Figure 6: Coordinator roles in SEE-9 import network
Node size represents proximity to other actors in network. Color denotes different levels of coordinator roles.
Generated in Pajek using national trade statistics data
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Figure 8: Trading Blocks - Summary of sub-group analyses using Pajek and UCINET
By Eugenia Volen
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By Eugenia Volen
P-core: at least 2 neighbors in same clique/sub-group
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Factions: breaking the group into 3 sub-groups
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