IDX_Financial_Statements_Excel

This repository contains a comprehensive collection of financial statement data from public companies listed on the Indonesia Stock Exchange (IDX). The data is structured to facilitate automated financial analysis, trend monitoring, and the training of machine learning models for the Indonesian capital market.

Dataset Overview

The dataset provides structured access to the primary components of corporate financial reporting:

• Statement of Financial Position (Neraca)
• Statement of Comprehensive Income (Laporan Laba Rugi)
• Statement of Cash Flows (Laporan Arus Kas)
• Statement of Changes in Equity (Laporan Perubahan Ekuitas)

The data originates from Excel-based reporting submissions, which have been processed into a format suitable for computational use while maintaining the integrity of the original accounting figures.

Key Features

• Standardized Labels: Mapping of various Indonesian accounting terms to standardized fields for easier cross-company comparison.
• Multi-Year Coverage: Historical data allowing for time-series analysis of company performance.
• Bilingual Context: Includes both Indonesian (ID) and English (EN) financial terminology as per IDX reporting standards.
• Ready for RAG: Optimized for Financial RAG (Retrieval-Augmented Generation) where users can ask complex questions about a company's debt-to-equity ratio, revenue growth, or liquidity.

Use Cases

1. Automated Fundamental Analysis: Calculate financial ratios (PER, PBV, ROE, DER) automatically across the entire IDX universe.
2. Financial Chatbots: Power AI assistants that can answer specific questions like "Berapa laba bersih PT Telkom pada tahun 2023?"
3. Anomaly Detection: Identify unusual accounting patterns or outliers in financial reporting.
4. Investment Research: Data sourcing for quantitative investment strategies and equity research reports.

Data Schema

The dataset typically includes:

• ticker: The 4-letter company stock code (e.g., BBCA, TLKM).
• period: The reporting period (e.g., FY 2023, Q1 2024).
• account_name: The specific line item (e.g., Total Assets, Net Profit).
• value: The numerical amount recorded.
• currency: Usually IDR (Rupiah).

License

This dataset is licensed under the Creative Commons Attribution 4.0 International (CC BY 4.0). You are free to share, copy, and adapt the data for commercial and non-commercial purposes, provided you give appropriate credit to the source.

Disclaimer

This dataset is intended for educational and research purposes. While efforts are made to ensure data accuracy, users should verify critical financial information against official disclosures on the IDX Website.

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