J@TI (TEKNIK INDUSTRI)
Vol 20, No 1 (2025): Januari 2025

TEXTBLOB-BASED SENTIMENT ANALYSIS OF TABUNGAN PERUMAHAN RAKYAT (TAPERA) POLICY: A PUBLIC PERCEPTION STUDY

Faturohman, Muhammad Iqbal (Unknown)
Arifin, Miftahol (Unknown)



Article Info

Publish Date
11 Feb 2025

Abstract

TAPERA (Tabungan Perumahan Rakyat) has generated considerable debate in Indonesia. Intended to assist low-income communities with affordable housing, the program has faced criticism due to policy inconsistencies and mandatory monthly contributions, which some argue impose significant financial burdens on participants. Concerns about the transparency and accountability of fund management further complicate its reception. This study utilizes sentiment analysis with the TextBlob library within Google Colab to evaluate public opinions on TAPERA. The research involved collecting data from YouTube comments via the API, followed by data preprocessing through six stages: Data Cleaning, Stopword Removal, Tokenization, Normalization, Stemming, and Translation. Sentiments were then analyzed using TextBlob, with the final dataset comprising 2,228 comments. The sentiment analysis revealed that 76% of the comments were negative, 23% positive, and 1% neutral. The predominance of negative sentiment indicates widespread dissatisfaction, suggesting issues with TAPERA’s effectiveness, coverage, and implementation. Negative feedback reflects broader concerns about transparency and communication. These findings highlight the need for continuous evaluation and transparent communication to enhance TAPERA’s effectiveness and address public concerns. Sentiment analysis proves to be a valuable tool for gauging public perception and guiding policy refinements, ensuring that the program aligns more closely with community needs and expectations.

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Journal Info

Abbrev

jgti

Publisher

Subject

Industrial & Manufacturing Engineering

Description

J@ti Undip: Jurnal Teknik Industri [e-ISSN 2502-1516] merupakan jurnal nasional yang mengangkat tulisan-tulisan penelitian dalam disiplin ilmu teknik industri. Pertama kali terbit sejak tahun 2006 hingga saat ini dengan frekuensi terbit tiga (3) kali dalam setahun. Setiap edisi terbitan berisi 8 ...