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---
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."}
]
}
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