Jurnal Ilmiah Teknik Informatika & Elektro (JITEK)
Vol 4, No 2 (2025): Jurnal Ilmiah Teknik Informatika & Elektro (JITEK), Juli

Analisis Struktur Jaringan Pengguna X dengan Tagar #RUUKUHAP Menggunakan SNA dan Visualisasi Force Atlas 2

Rofi'ul Khaqim (Universitas Katolik Darma Cendika)
Valentino Chua (Universitas Katolik Darma Cendika)
Yosefina Finsensia Riti (Universitas Katolik Darma Cendika)



Article Info

Publish Date
24 Aug 2026

Abstract

Public discussion of the Criminal Procedure Code Bill (RUU KUHAP) on X forms user-to-user relations that can be examined as a communication network. This study maps the #RUUKUHAP network structure and identifies actor positions using Social Network Analysis (SNA). Data were collected through Selenium-based web scraping, producing 654 records that were pre-processed into a directed graph. NetworkX was used to calculate density, reciprocity, modularity, in-degree, out-degree, betweenness centrality, and eigenvector centrality, while the network was visualized using a PyVis Force Atlas 2-based layout. The final graph contained 85 nodes and 79 edges, with density 0.0111, reciprocity 0.0506, modularity 0.8758, and 18 communities. @Haikal88651720 had the highest out-degree (11), while @kemenkum, @KPK_RI, @febridiansyah, and @TodungLubis shared the highest in-degree (4). Betweenness values were generally near zero. The network is sparse, strongly partitioned into communities, and weakly reciprocal; however, these structural findings alone do not establish ideological polarization or echo chambers without content and stance analysis.

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Journal Info

Abbrev

jitek

Publisher

Subject

Computer Science & IT Electrical & Electronics Engineering

Description

Jurnal Ilmiah Teknik Informatika dan Elektro (JITEK) is focuses on the publication of the results of scientific research related to fields. This article is published in the internal and external academic community of the University of Medan Area (UMA) especially in the field of Informatics and ...