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README.md
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license: cc-by-nc-4.0
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---
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license: cc-by-nc-4.0
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language:
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- en
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tags:
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- finance
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- economics
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- investment
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- corporate law
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- risk assessment
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- financial reporting
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- sustainability
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- llm-finetuning
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---
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# 📊 Finance & Decision-Making Conversations (Single-Turn JSONL)
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## 📝 Dataset Summary
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This dataset is a **processed version** of the [Comprehensive Finance & Decision-Making Conversations Dataset].
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The original dataset contained **multi-turn dialogues**, but in this version each **user–assistant exchange is stored as an independent data row** in JSONL format.
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It is designed for **LLM fine-tuning** where single-turn training examples are more practical and efficient.
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Each conversation retains a **domain-specific system instruction** but focuses on a **single user query and assistant response**.
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---
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## ✨ Key Domains Covered
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- **Financial Decision Making**
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- **Risk Assessment & Investment Strategies**
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- **Cost-Benefit Analysis, Budgeting & Forecasting**
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- **Financial Report Analysis**
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- Balance Sheets
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- Income Statements
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- Cash Flow Statements
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- Ratio Analysis (ROE, ROA, Liquidity, Solvency, Debt-to-Equity)
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- **Detecting Trends & Anomalies**
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- **Sector Comparison**
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- **Finance Legal & Regulatory Frameworks**
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- Corporate Law in Finance
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- Tax Regulations & Planning
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- Securities Law (Insider Trading, Market Manipulation)
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- Compliance & Anti-Money Laundering (AML)
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- **Mergers & Acquisitions (M&A)**
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- **IPO & Capital Raising Strategies**
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- **Financial Crisis Case Studies**
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- 2008 Global Financial Crisis
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- Asian Financial Crisis
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- Other major downturns
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- **Global Macro-Economic Impact Analysis**
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- **Sustainable Finance & ESG Investing**
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---
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## 📂 Dataset Structure
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Each entry is a **single user–assistant pair**, wrapped with a system instruction.
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Format:
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```json
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{
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"messages": [
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{"role": "system", "content": "You are a financial strategist providing in-depth analysis and structured guidance."},
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{"role": "user", "content": "What are the red flags in a company’s financial statement that may indicate insolvency?"},
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{"role": "assistant", "content": "Red flags include declining cash flow, negative working capital, high debt-to-equity ratios, and frequent restructuring charges."}
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]
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}
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