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Datasets:
Radim462
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polymarket-crypto-5m-15m

Tasks:
Time Series Forecasting
Modalities:
Tabular
Text
Size:
10M - 100M
Tags:
polymarket
crypto
prediction-markets
order-books
trades
bitcoin
License:
Dataset card Data Studio Files
xet
 Community
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Radim462 BrockMisner commited on
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Duplicate from BrockMisner/polymarket-crypto-5m-15m

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Co-authored-by: Brock Misner <BrockMisner@users.noreply.huggingface.co>

Files changed (50) hide show
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+ # Audio files - uncompressed
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README.md ADDED
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1
+ ---
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+ license: mit
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+ task_categories:
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+ - time-series-forecasting
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+ tags:
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+ - polymarket
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+ - crypto
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+ - prediction-markets
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+ - order-books
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+ - trades
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+ - bitcoin
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+ - ethereum
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+ - solana
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+ - xrp
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+ pretty_name: Polymarket Crypto 5m/15m Market Data
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+ size_categories:
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+ - 100K<n<1M
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+ ---
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+
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+ # Polymarket Crypto 5-Minute & 15-Minute Market Data
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+
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+ High-frequency data from Polymarket's crypto up/down prediction markets. Covers **BTC, ETH, SOL, XRP** across 5-minute and 15-minute windows.
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+
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+ Updated daily. All timestamps are **UTC**.
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+
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+ Last updated: 2026-03-13 01:55 UTC
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+
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+ ## Data Summary
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+
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+ | Dataset | Rows | First Date | Last Date |
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+ |---------|------|-----------|----------|
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+ | **orderbooks** | 3,415,267 | 2026-01-09 | 2026-03-13 |
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+ | **trades** | 23,241,033 | 2026-01-27 | 2026-03-13 |
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+ | **price_history** | 304,340 | 2026-03-06 | 2026-03-13 |
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+ | **crypto_prices** | 37,480 | 2026-03-06 | 2026-03-13 |
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+ | **markets** | 17,389 | — | — |
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+ | **resolutions** | 17,972 | — | — |
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+
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+ ## Subsets
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+
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+ ### orderbooks
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+ 10-level order book snapshots captured every 10 seconds.
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+
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+ | Column | Type | Description |
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+ |--------|------|-------------|
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+ | timestamp | datetime | Snapshot time (UTC) |
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+ | asset | string | BTC, ETH, SOL, XRP |
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+ | market_id | string | Market slug |
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+ | token_id | string | CLOB token ID |
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+ | best_bid | float | Highest bid price |
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+ | best_ask | float | Lowest ask price |
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+ | spread | float | best_ask - best_bid |
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+ | mid_price | float | (best_bid + best_ask) / 2 |
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+ | bid_levels | json | Top 10 bid levels |
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+ | ask_levels | json | Top 10 ask levels |
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+
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+ ### trades
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+ Individual trade executions from the Polymarket Data API.
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+
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+ | Column | Type | Description |
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+ |--------|------|-------------|
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+ | timestamp | datetime | Trade time (UTC) |
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+ | asset | string | BTC, ETH, SOL, XRP |
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+ | market_id | string | Market slug |
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+ | side | string | BUY or SELL |
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+ | price | float | Trade price (0-1) |
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+ | size | float | Trade size in USDC |
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+ | tx_hash | string | Transaction hash |
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+
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+ ### resolutions
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+ Final outcomes for resolved markets.
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+
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+ | Column | Type | Description |
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+ |--------|------|-------------|
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+ | market_id | string | Market slug |
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+ | asset | string | BTC, ETH, SOL, XRP |
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+ | resolved_at | datetime | Resolution time (UTC) |
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+ | outcome | string | Up or Down |
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+
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+ ### markets
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+ Market metadata and configuration.
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+
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+ ### price_history
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+ 1-minute price points from CLOB API for Polymarket market tokens.
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+
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+ | Column | Type | Description |
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+ |--------|------|-------------|
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+ | timestamp | datetime | Price time (UTC, rounded to minute) |
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+ | asset | string | BTC, ETH, SOL, XRP |
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+ | market_id | string | Market slug |
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+ | token_id | string | CLOB token ID |
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+ | price | float | Mid-price (0-1) |
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+
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+ ### crypto_prices
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+ 1-minute OHLCV candles for underlying crypto assets from Binance.
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+
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+ | Column | Type | Description |
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+ |--------|------|-------------|
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+ | timestamp | datetime | Candle open time (UTC) |
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+ | asset | string | BTC, ETH, SOL, XRP |
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+ | open | float | Open price (USD) |
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+ | high | float | High price (USD) |
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+ | low | float | Low price (USD) |
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+ | close | float | Close price (USD) |
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+ | volume | float | Trading volume |
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+ | trade_count | int | Number of trades |
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+
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+ ## Usage
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+
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+ ```python
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+ from datasets import load_dataset
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+
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+ # Load trades
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+ trades = load_dataset("obadiaha/polymarket-crypto-5m-15m", data_dir="trades")
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+
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+ # Load order books
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+ books = load_dataset("obadiaha/polymarket-crypto-5m-15m", data_dir="orderbooks")
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+
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+ # Load resolutions
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+ resolutions = load_dataset("obadiaha/polymarket-crypto-5m-15m", data_dir="resolutions")
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+
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+ # Load crypto spot prices (1-minute candles)
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+ crypto = load_dataset("obadiaha/polymarket-crypto-5m-15m", data_dir="crypto_prices")
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+ ```
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+
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+ ## Collection Method
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+
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+ Data is collected by an automated bot running 5 concurrent loops:
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+ - **Order books**: CLOB API `/book` every 10s
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+ - **Trades**: Data API `/trades` every 30s
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+ - **Resolutions**: Gamma API `/markets?closed=true` every 60s
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+ - **Market discovery**: Gamma API `/events/slug/{slug}` every 2 min
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+ - **Price history**: CLOB `/book` every 60s for active market tokens
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+ - **Crypto prices**: Binance `/api/v3/klines` every 60s (BTC, ETH, SOL, XRP 1m candles)
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+
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+ ## License
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+
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+ MIT
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