Update README.md

README.md

@@ -12,4 +12,59 @@ tags:
 pretty_name: Polymarket Trading Dataset - Trades and Price Actions
 size_categories:
 - 10K<n<100K
----
+---
+
+# Polymarket Trading Dataset
+
+## Dataset Description
+
+This dataset contains comprehensive trading data and price action information from Polymarket, a decentralized prediction market platform. The dataset captures real-world trading activities, market dynamics, and price movements across various prediction markets.
+
+## Dataset Contents
+
+The dataset includes:
+- **Trade Data**: Individual trades with timestamps, prices, volumes, and market identifiers
+- **Price Actions**: Time-series data of price movements and market depth
+- **Market Metadata**: Information about prediction markets including market questions, outcomes, and resolution criteria
+- **Trading Patterns**: Historical patterns of buying and selling activities
+
+## Use Cases
+
+This dataset is valuable for:
+- **Time-series forecasting**: Predict future price movements based on historical trading patterns
+- **Market analysis**: Understand trading behavior and market dynamics in prediction markets
+- **ML model training**: Train models for price prediction, anomaly detection, and market sentiment analysis
+- **Financial research**: Study prediction market efficiency and trading strategies
+- **Quantitative analysis**: Develop and backtest trading algorithms
+
+## Data Format
+
+The data is structured in a tabular format with the following key fields:
+- Timestamps for all trades and price updates
+- Market identifiers and outcome tokens
+- Trade prices, volumes, and directions (buy/sell)
+- Liquidity and market depth metrics
+- User trading patterns (anonymized)
+
+## Collection Methodology
+
+The data was collected from the Polymarket platform using their public API, capturing real-time trading activities and price updates across multiple markets over time.
+
+## Considerations
+
+- The dataset reflects real-world trading on a decentralized prediction market
+- Price movements are influenced by both market events and trading dynamics
+- Data may contain periods of high volatility and varying liquidity conditions
+- Suitable for research and educational purposes in prediction markets and trading analysis
+
+## Citation
+
+If you use this dataset in your research or applications, please cite:
+```
+@dataset{polymarket_trading_2024,
+  title={Polymarket Trading Dataset - Trades and Price Actions},
+  author={bbasavar},
+  year={2024},
+  publisher={Hugging Face}
+}
+```