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- ---
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- license: cc-by-nc-4.0
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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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+
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+ # 📊 Finance & Decision-Making Conversations (Single-Turn JSONL)
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+
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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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+
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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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+ ---
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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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+ ---
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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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+
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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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+ }