Execution Time and Memory Usage Comparison of Python Graph Visualization Packages for Network Analysis
Published in JOIV International Journal on Informatics Visualization • Jul 31, 2026
NobleIDNI5P187W523R220S358
Authors:,
Wildan Nadiyal Ahsan
Agung Fatwanto
Abstract
Graph visualization is increasingly important for big data analysis, leading to a rise in the use of graph visualization packages. This research aims to compare the performance (execution time) and efficiency (memory usage) of six popular Python graph visualization packages: NetworkX, Networkit, SNA...
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