Indonesian BRICS Bid Sentiment Analysis Across 30 News Outlets, 2011-2026

1,583 English and Indonesian news articles from 30 outlets analyze sentiment and framing of Indonesia's BRICS membership bid from 2011 to January 2026. The dataset applies XLM-RoBERTa-based sentiment classification and zero-shot framing analysis across Indonesian, BRICS-affiliated, and Western media clusters. It was authored by Muhamad Rizal Dhiyas Resindra and published on figshare in April 2026.

Use Cases

• Compare sentiment polarity (neutral, negative) across different media ecosystems based on the described classification.
• Analyze the prevalence of narrative frames like Economic Pragmatism or Global South Solidarity mentioned in the results.
• Study temporal trends in media coverage of a geopolitical event over a 15-year period.
• Benchmark multilingual NLP models on a corpus containing English and Indonesian text.

Strengths

• Includes 1,583 articles providing a substantial corpus for analysis.
• Covers a 15-year time range (2011-2026) allowing for longitudinal study.
• Analyzes three distinct media clusters (Indonesian, BRICS-affiliated, Western) enabling comparative research.
• Provides specific quantitative results like sentiment percentages (e.g., 94.3% neutral in Indonesian coverage) and frame prevalence (e.g., 36.3%–41.2% Economic Pragmatism).

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• The dataset is 683.2 KB, indicating a limited scope likely containing analysis results rather than the full article corpus.
• Row count is unknown, which may limit suitability assessment for large-scale modeling.

Provenance

Source

figshare

Collection Method

News articles collected from 30 outlets; analysis applied XLM-RoBERTa-based sentiment classification and a zero-shot framing pipeline.

Time Range

2011 to January 2026

Freshness

Last updated 2026-04-24 05:40:00; freshness should be verified.

Geography

Indonesia, Russia, China, United States, United Kingdom, France