Article Per Year (5 Year)
p-Index From 2021 - 2026
0.23
P-Index
This Author published in this journals
All Journal Nuras : Jurnal Pengabdian Kepada Masyarakat
Irawan Wingdes
Program Studi Sistem Informasi, STMIK Pontianak, Jalan Merdeka Nomor 374, Pontianak, Kalimantan Barat 78116, Indonesia
Humanities Education Environmental Science Social Sciences

Published : 1 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 1 Documents
Search

 1 
Workshop PkM Analisis Pola Data dengan Python untuk Data Driven Decision Making Irawan Wingdes; Susanti Susanti
Nuras : Jurnal Pengabdian Kepada Masyarakat Vol. 6 No. 3 (2026): July (In Progress)
Publisher : Lembaga Pendidikan, Penelitian, dan Pengabdian Kamandanu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36312/nuras.v6i3.1520

Abstract

The development of digital technology has increased the need for data analysis skills in the workplace and entrepreneurship. However, the introduction of business data analysis using computer programming is still limited at the Vocational High School (VHS) level. This community service activity aims to improve students' understanding and provide additional training on the use of data for decision-making at SMK Negeri 3 Pontianak. The community service activity was conducted in the form of a workshop involving 62 students. This workshop included material delivery, data analysis practice using Python, and pre- and post-test evaluations to measure participants' understanding of data-driven decision-making. The evaluation results showed an increase in the average score of participants from 2.48 in the pre-test to 4.04 in the post-test, a 62.9% increase. These results indicate that the workshop effectively improved students' understanding of business data pattern analysis and the use of data as a basis for decision-making in the workplace and entrepreneurship.
Co-Authors Susanti Susanti