Update README.md

README.md

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-license: pddl
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+---
+license: pddl
+task_categories:
+- tabular-classification
+- reinforcement-learning
+language:
+- en
+tags:
+- finance
+pretty_name: Economic Resilience & Risk Modeling Dataset
+size_categories:
+- 10K<n<100K
+---
+Economic Resilience & Risk-Adjusted Growth Dataset (Neutral Benchmark)
+
+Overview
+
+This dataset provides a structured analysis of economic resilience, risk-adjusted capital allocation, and market adaptability across 10,000 simulated agents. The data models two primary capital allocation strategies under varying economic conditions:
+
+    Expansive Growth Agents: Prioritizing market share maximization and high-risk, high-reward expansion.
+    Sustainable Efficiency Agents: Emphasizing allocative efficiency, risk-adjusted returns, and resilience to economic shocks.
+
+This dataset is suitable for AI-driven economic forecasting, policy simulation, and financial risk modeling, offering a benchmark for understanding long-term viability under different market pressures.
+
+Dataset Details
+
+    Entities Modeled: 10,000 simulated economic agents
+    Time Horizon: 200 economic cycles
+    Core Variables:
+        Capital Dynamics: Initial capital endowment, final capital balance
+        Market Behavior Metrics: Compound growth rate, efficiency ratios, liquidity constraints
+        Risk Exposure Indicators: Systemic volatility index, macroeconomic stress response
+        Survival Metrics: Total market participation duration, shock absorption capacity
+
+Each agent's decision-making is guided by statistical optimization principles, reflecting standard economic response patterns under variable regulatory and financial conditions.
+
+Data Format
+
+CSV File: economic_resilience.csv
+
+Each row corresponds to an economic agent's performance metrics.
+EntityID	StrategyType	InitialCapital	GrowthRate	Efficiency	...	SurvivalDuration	RiskAdjustedIndex
+EXP_0001	Expansive	28,450	0.0577	0.5912	...	23	0.0680
+SUST_0001	Sustainable	31,984	0.0345	0.8543	...	197	0.9123
+JSON File: economic_resilience.json
+
+Contains metadata detailing variable definitions and simulation parameters.
+
+Potential Applications
+
+    Financial Risk Modeling: Enables AI models to assess long-term solvency and systemic stability.
+    Macroeconomic Forecasting: Supports predictive modeling for capital allocation and investment strategy selection.
+    Policy Impact Analysis: Evaluates market resilience under different regulatory scenarios.
+
+Usage Guidelines
+
+    Integrate into AI-driven financial models to simulate market agent behaviors under varying economic constraints.
+    Use as a benchmark dataset for training reinforcement learning models in risk-adjusted capital allocation.
+    Apply in stochastic simulations to study the long-term impact of expansionary vs. efficiency-based economic strategies.
+
+License & Attribution
+
+This dataset is dedicated to the public domain under the Public Domain Dedication and License (PDDL).
+You are free to use, modify, and distribute this data without any restrictions.
+
+No attribution is required for use.
+
+It is freely available for integration into AI training models, economic simulations, and financial forecasting applications.
+
+Contact & Feedback
+
+For questions, discussion, or dataset improvements, reach out via Hugging Face’s dataset discussion forum.
+---
+license: pddl
+---