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Cidades, redes e simulações: estudando o impacto do desenho espacial na topologia das redes de encontros físicos com simulação computacional

relatório de análise de rede

mapa: linear

distribuição: contínua

lin con 10 0.grafo.png

Relatório de análises

Todas as imagens aqui foram geradas pela simulação e análises consequentes. O vídeo é o registro de um período de 10 dias de simulação no redinha.
Os gráficos e valores de relatório foram retirados das análises feitas no Gephi.
O

lin con 10 1.degree-distribution.png

Degree Report
Results:
Average Degree: 2.100

lin con 10 3.clustering-coefficient.png

Clustering Coefficient Metric Report
Parameters:
Network Interpretation: undirected
Results:
Average Clustering Coefficient: 0.000
Total triangles: 0
The Average Clustering Coefficient is the mean value of individual coefficients.
Algorithm:
Matthieu Latapy, Main-memory Triangle Computations for Very Large (Sparse (Power-Law)) Graphs, in Theoretical Computer Science (TCS) 407 (1-3), pages 458-473, 2008

lin con 10 2.cc-size-distribution.png

Connected Components Report
Parameters:
Network Interpretation: undirected
Results:
Number of Weakly Connected Components: 38
Algorithm:
Robert Tarjan, Depth-First Search and Linear Graph Algorithms, in SIAM Journal on Computing 1 (2): 146–160 (1972)

lin con 10 4.Betweenness Centrality Distribution.png

lin con 10 4.Closeness Centrality Distribution.png

lin con 10 4.Harmonic Closeness Centrality Distribution.png

Graph Distance Report
Parameters:
Network Interpretation: undirected
Results:
Diameter: 1
Radius: 0
Average Path length: 1.0
Algorithm:
Ulrik Brandes, A Faster Algorithm for Betweenness Centrality, in Journal of Mathematical Sociology 25(2):163-177, (2001)

lin con 10 4.Eccentricity Distribution.png

lin con 10 5.communities-size-distribution.png

Modularity Report
Parameters:
Randomize: On
Use edge weights: On
Resolution: 1.0
Results:
Modularity: 0.444
Modularity with resolution: 0.444
Number of Communities: 38
Algorithm:
Vincent D Blondel, Jean-Loup Guillaume, Renaud Lambiotte, Etienne Lefebvre, Fast unfolding of communities in large networks, in Journal of Statistical Mechanics: Theory and Experiment 2008 (10), P1000
Resolution:
R. Lambiotte, J.-C. Delvenne, M. Barahona Laplacian Dynamics and Multiscale Modular Structure in Networks 2009

lin con 10 6.w-degree-distribution.png

Weighted Degree Report
Results:
Average Weighted Degree: 2.300

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