v1.2 dataset card: changelog + variant-count fixes
Browse files
README.md
CHANGED
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@@ -121,7 +121,7 @@ import polars as pl
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# Markets metadata (one row per market)
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markets = pl.read_parquet("markets.parquet")
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# Wide one-row-per-user terminal PnL across
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users = pl.read_parquet("user_pnl_summary.parquet")
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print(users.sort("pnl_total", descending=True).head(10))
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@@ -164,7 +164,7 @@ maps to a `config_name` in the loader interface above.
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| Subset | Layout | Rows per | Description |
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| `user_features` | `user_features.parquet` | user | Full-sample behavioral feature vector: trade counts, volume, maker/taker share, holding durations, category concentration, distribution metrics, etc. (
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| `user_pnl_summary` | `user_pnl_summary.parquet` | user | Wide terminal PnL across five variants — base, resolved-only, no-fee, spread-adjusted, spread-adjusted resolved-only — each with a total and a per-category breakdown over seven categories (Sports, Crypto, Finance, Politics, Tech, Culture, Weather). The base variant also carries `portfolio_value` (mark-to-market value of open positions) and `usdc_balance` (cash account) so the realized/unrealized split is recoverable. |
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### Daily PnL panels
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@@ -189,7 +189,7 @@ These store the **daily/monthly delta** in user PnL (`pnl_change`), not the leve
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| `pnl_change_daily` | `pnl_change_daily/year=YYYY/month=MM/day=DD/data.parquet` | `(user, day)` | Per-user daily PnL change. |
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| `pnl_change_monthly` | `pnl_change_monthly.parquet` | `(user, month)` | Per-user monthly aggregation of the same. |
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For a single point-in-time terminal PnL per user (no forward-filling needed), use `user_pnl_summary` above — it carries the same values plus all
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### Trade-level data
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@@ -310,6 +310,20 @@ without warranty of any kind, express or implied.
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## Changelog
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- **v1.1** (2026-06-01) — Corrected PnL panels and per-category breakdowns.
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Every PnL-related table (`pnl_daily`, the three `pnl_daily_*` variants,
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`pnl_category_daily` and its three variants, `pnl_change_daily`,
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# Markets metadata (one row per market)
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markets = pl.read_parquet("markets.parquet")
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# Wide one-row-per-user terminal PnL across five variants
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users = pl.read_parquet("user_pnl_summary.parquet")
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print(users.sort("pnl_total", descending=True).head(10))
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| Subset | Layout | Rows per | Description |
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|---|---|---|---|
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| `user_features` | `user_features.parquet` | user | Full-sample behavioral feature vector: trade counts, volume, maker/taker share, holding durations, category concentration, distribution metrics, etc. (87 columns) |
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| `user_pnl_summary` | `user_pnl_summary.parquet` | user | Wide terminal PnL across five variants — base, resolved-only, no-fee, spread-adjusted, spread-adjusted resolved-only — each with a total and a per-category breakdown over seven categories (Sports, Crypto, Finance, Politics, Tech, Culture, Weather). The base variant also carries `portfolio_value` (mark-to-market value of open positions) and `usdc_balance` (cash account) so the realized/unrealized split is recoverable. |
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### Daily PnL panels
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| `pnl_change_daily` | `pnl_change_daily/year=YYYY/month=MM/day=DD/data.parquet` | `(user, day)` | Per-user daily PnL change. |
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| `pnl_change_monthly` | `pnl_change_monthly.parquet` | `(user, month)` | Per-user monthly aggregation of the same. |
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For a single point-in-time terminal PnL per user (no forward-filling needed), use `user_pnl_summary` above — it carries the same values plus all five variants and the `portfolio_value` / `usdc_balance` decomposition.
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### Trade-level data
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## Changelog
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- **v1.2** (2026-06-14) — Removed 16 maker/taker terminal-PnL columns
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(`pnl_maker_total`, `pnl_taker_total`, and their per-category siblings)
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from `user_pnl_summary`. These were shipped undocumented in v1.1 and the
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per-category role columns did not recombine to the base per-category
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totals for users who acted as both maker and taker (≈17.5% of users), so
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they have been withdrawn. The five documented variants (base, resolved,
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no-fee, spread-adjusted, spread-adjusted resolved-only), their
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per-category breakdowns, and the `portfolio_value` / `usdc_balance`
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decomposition are unchanged. No other table is affected. A user's
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maker-vs-taker activity is still fully recoverable from the `trades`
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table (each row carries `maker_address` and `taker_address`); see the
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[documentation](https://www.vincentgregoire.com/polymarket-users-data)
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recipes.
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- **v1.1** (2026-06-01) — Corrected PnL panels and per-category breakdowns.
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Every PnL-related table (`pnl_daily`, the three `pnl_daily_*` variants,
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`pnl_category_daily` and its three variants, `pnl_change_daily`,
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