Recently Published
ASEAN-6 ESG Disclosure Trends: A Regional Comparison (2016-2023)
This line chart tracks the evolution of corporate Environmental, Social, and Governance (ESG) disclosure scores across six major Southeast Asian economies using Bloomberg panel data. The visualization highlights the competitive landscape of sustainability reporting in the region.
Thailand (TB) consistently leads the pack, while Malaysia (MK), the Philippines (PM), and Singapore (SP) maintain tight competition. Meanwhile, Indonesia (IJ) demonstrates steady upward progress, and Vietnam (VN) begins to close the reporting gap in recent years.
ESG Disclosure Growth by GICS Sector: A 2016 vs 2023 Comparison
This dumbbell plot illustrates the growth trajectory of average ESG disclosure scores across various GICS sectors, comparing the baseline year of 2016 (red dots) to 2023 (green dots). Ranked by their 2023 performance, the visualization highlights a crucial insight: heavily regulated and resource-intensive industries such as Utilities (55), Materials (15), and Energy (10) are leading the global transparency movement. In contrast, service and technology-oriented sectors remain at the lower end of the disclosure spectrum, despite showing positive overall growth.
Modul 3
Chaesar Giveson
Muslim Fazlur Rohman
Evolution of Global ESG Disclosure Distribution (2016-2023)
A ridgeline plot visualizing the density and distribution of ESG disclosure scores across global companies from 2016 to 2023 using Bloomberg panel data. The visualization highlights a clear shift in corporate sustainability reporting behavior showing a transition from predominantly low, highly concentrated scores in 2016 toward a broader distribution with higher overall compliance by 2023.
Modul 3 Clustering
Kelompok 9:
1. Muhammad Ramadhan Alba'ary Putra (24031554161)
2. Kafka Praya Firmansyah (24031554182)
Link Dataset: https://www.kaggle.com/datasets/samira1992/credit-card-data-intermediate-dataset