# V2 Release (Polymarket Trading-Layer, pre80m)

This V2 release contains the finalized trading-layer tables used for modeling.

## Files

1. `v2/v2_behavior_features_merged_pospnl_kline_v1.parquet`
   - Final modeling table (behavior + position/pnl features + 12h/2h Kline features).

2. `v2/v2_behavior_main_pre80m_normal_final_cap30_pricecovered.parquet`
   - Final behavior base table after filtering (normal users, cap30, price-covered markets).

3. `v2/v2_market_semantic_from_behavior_cap30_pricecovered.parquet`
   - Market semantic lookup aligned with the final behavior table.

4. `v2/v2_trade_price_matched_pre80m_cap30.parquet`
   - Matched trade-price table restricted to the final market universe.

## Scope

- Time cutoff: pre80m
- User-market cap: 30
- Markets included: only price-covered markets

## Kline window semantics (2-hour bins)

For the final modeling table (`v2_behavior_features_merged_pospnl_kline_v1.parquet`), Kline features are computed in rolling pre-trade windows with 2-hour width:

- `k0_*`: 0–2 hours before trade
- `k1_*`: 2–4 hours before trade
- `k2_*`: 4–6 hours before trade
- `k3_*`: 6–8 hours before trade
- `k4_*`: 8–10 hours before trade
- `k5_*`: 10–12 hours before trade

Each window includes: `open`, `high`, `low`, `close`, `points`, `avg`.