Datasets:
Trade data and label semantics
What a row represents
Trade data models a wallet's next observed transaction. Structured split rows include wallet, market, block/log position, transaction side, position before and after the transaction, derived action labels, and market/price features. Model-ready benchmark rows convert this context into text and a structured target.
Principal source files
dataset/Trade/source/trade_price_matched.parquet: upstream price-matched trade table.dataset/Trade/source/behavior_fixcost.parquet: 11,531,670 rows with behavior, position, PnL, and K-line features.dataset/Trade/source/market_semantic.parquet: market semantic metadata.
Important structured columns
| Group | Columns | Interpretation |
|---|---|---|
| Identity | wallet, market_id, outcome |
Wallet and traded outcome. |
| Market text | event_slug, question, market_slug |
Semantic context. |
| Ordering | block, log_index, tx_hash |
On-chain event location and identifier. |
| Trade | side, amount_int, delta_pos |
Observed trade side, amount, and position delta. |
| Action labels | action_label, behavior_label_fine |
Derived behavioral targets. |
| Position | prev_pos, new_pos, position_size, position_change |
Position state and change. |
| Sequence | seq_idx_outcome, seq_idx_market, gap and previous-trade fields |
Within-wallet behavioral ordering features. |
| Open/close/flip | is_open_trade, is_close_trade, flip_*, switched_* |
Derived state-transition indicators. |
| Value/PnL | cost_basis_avg, mark_price, unrealized_pnl_* |
Position valuation features. |
| K-line | k0_* through k5_* |
Released multi-window market-price features. |
The structured split files additionally include prior_same_market_trades.
Model-ready target
Direct benchmark files contain:
sample_id, task_type, split, wallet, input_text, target, output_format
Representative targets request:
{"direction": "increase | decrease | close", "amount_usdc_est": 0.0}
Interpretation:
increase: add exposure to the current outcome;decrease: reduce exposure without the released prompt treating it as a full close;close: close the position.
The released benchmark uses these derived action and amount labels consistently across its model-ready interfaces.