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