Jurnal Ekonomi dan Bisnis Islam
Vol. 9 No. 2 (2023): JULY - DECEMBER 2023

PUBLIC PERCEPTION OF AMIL ZAKAT INSTITUTIONS IN INDONESIA: INSIGHT DISCOVERY FROM MACHINE LEARNING

Timur, Yan Putra (Unknown)
Ratnasari, Ririn Tri (Unknown)
Pitchay, Anwar Allah (Unknown)
Jamilu, Usman (Unknown)



Article Info

Publish Date
01 Dec 2023

Abstract

This study aims to identify the most popular topics and words in conversations on Twitter with the topic of Amil Zakat in Indonesia. This research also aims to identify the sentiments and emotions of netizens about the Amil Zakat in Indonesia. This study uses a qualitative method with a sentiment analysis approach with the help of Orange Data Mining. The data used are tweets from Twitter taken from 16 to 23 April 2023. Researchers used the keywords "Amil Zakat" "Lembaga Zakat" and "Lembaga Amil Zakat" to get a total of 1,000 tweets. The results of the study show that the words "Zakat" "Badan" and "Nasional" are the three words that appear most often in discussions of Amil Zakat institutions on Twitter. These three words refer to the BAZNAS, where based on the metadata processed in this study, many people, individuals, and institutions distribute their zakat through BAZNAS. Overall, Twitter is dominated by tweets with neutral sentiments, shown by happy emotions, as much as 93.51% of the total tweets. Amil Zakat can increase the intensity of communication through social media especially regarding solicitations for the community, as well as achieving the collection and distribution of zakat funds as a form of information disclosure to the public

Copyrights © 2023






Journal Info

Abbrev

JEBIS

Publisher

Subject

Economics, Econometrics & Finance

Description

Journal of Economics and Business Islamic (JEBIS) accepts original manuscripts in the field of Islamics Economics, including research reports, case reports, application of theory, critical studies and literature reviews. The spread of Islamic Economics include: 1. Islamic Finance and Capital ...