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Datasets:
mingossx
/
polymarket-crypto-updown

Tasks:
Time Series Forecasting
Tabular Classification
Modalities:
Tabular
Text
Formats:
parquet
Languages:
English
Size:
1B - 10B
Tags:
polymarket
prediction-markets
crypto
on-chain
orderbook
bitcoin
Libraries:
Datasets
Dask
Polars
License:
Dataset card Data Studio Files
xet
 Community
mingossx aliplayer1 commited on
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Duplicate from aliplayer1/polymarket-crypto-updown

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Co-authored-by: Ali Asadpoor <aliplayer1@users.noreply.huggingface.co>

This view is limited to 50 files because it contains too many changes.   See raw diff
Files changed (50) hide show
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  14. data/orderbook/crypto=DOGE/timeframe=1-hour/part-0.parquet +3 -0
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  21. data/orderbook/crypto=ETH/timeframe=5-minute/part-0.parquet +3 -0
  22. data/orderbook/crypto=HYPE/timeframe=1-hour/part-0.parquet +3 -0
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  47. data/prices/crypto=DOGE/timeframe=1-hour/part-0.parquet +3 -0
  48. data/prices/crypto=DOGE/timeframe=15-minute/part-0.parquet +3 -0
  49. data/prices/crypto=DOGE/timeframe=4-hour/part-0.parquet +3 -0
  50. data/prices/crypto=DOGE/timeframe=5-minute/part-0.parquet +3 -0
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README.md ADDED
@@ -0,0 +1,182 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: mit
3
+ task_categories:
4
+ - time-series-forecasting
5
+ - tabular-classification
6
+ tags:
7
+ - polymarket
8
+ - prediction-markets
9
+ - crypto
10
+ - on-chain
11
+ - orderbook
12
+ - bitcoin
13
+ - ethereum
14
+ - defi
15
+ - finance
16
+ language:
17
+ - en
18
+ pretty_name: Polymarket Crypto Up/Down Markets
19
+ size_categories:
20
+ - 10M<n<100M
21
+ configs:
22
+ - config_name: markets
23
+ data_files:
24
+ - split: train
25
+ path: data/markets.parquet
26
+ - config_name: prices
27
+ data_files:
28
+ - split: train
29
+ path: data/prices/**/*.parquet
30
+ - config_name: ticks
31
+ data_files:
32
+ - split: train
33
+ path: data/ticks/**/*.parquet
34
+ - config_name: spot_prices
35
+ data_files:
36
+ - split: train
37
+ path: data/spot_prices/*.parquet
38
+ - config_name: orderbook
39
+ data_files:
40
+ - split: train
41
+ path: data/orderbook/**/*.parquet
42
+ ---
43
+
44
+ # Polymarket Crypto Up/Down Markets
45
+
46
+ Comprehensive dataset of Polymarket binary prediction markets for cryptocurrency price movements. Covers **BTC, ETH, SOL, BNB, XRP, DOGE, and HYPE** across multiple timeframes (5-minute, 15-minute, 1-hour, 4-hour).
47
+
48
+ Updated automatically every 3 hours.
49
+
50
+ ## Subsets
51
+
52
+ Load a specific subset:
53
+
54
+ ```python
55
+ from datasets import load_dataset
56
+
57
+ markets = load_dataset("aliplayer1/polymarket-crypto-updown", "markets")
58
+ prices = load_dataset("aliplayer1/polymarket-crypto-updown", "prices")
59
+ ticks = load_dataset("aliplayer1/polymarket-crypto-updown", "ticks")
60
+ spot = load_dataset("aliplayer1/polymarket-crypto-updown", "spot_prices")
61
+ orderbook = load_dataset("aliplayer1/polymarket-crypto-updown", "orderbook")
62
+ ```
63
+
64
+ Or query directly with DuckDB:
65
+
66
+ ```python
67
+ import duckdb
68
+
69
+ duckdb.sql("""
70
+ SELECT * FROM 'hf://datasets/aliplayer1/polymarket-crypto-updown/data/prices/**/*.parquet'
71
+ WHERE crypto = 'BTC' AND timeframe = '1-hour'
72
+ LIMIT 100
73
+ """).show()
74
+ ```
75
+
76
+ ## Data Description
77
+
78
+ ### `markets` — Market metadata
79
+
80
+ One row per market. Contains market question, resolution, timeframe, token IDs, and fee rates.
81
+
82
+ | Column | Type | Description |
83
+ |--------|------|-------------|
84
+ | `market_id` | string | Polymarket market identifier |
85
+ | `question` | string | Market question text |
86
+ | `crypto` | string | Asset symbol (BTC, ETH, SOL, ...) |
87
+ | `timeframe` | string | Market timeframe (5-minute, 15-minute, 1-hour, 4-hour) |
88
+ | `volume` | float32 | Market volume in USDC |
89
+ | `resolution` | int8 | Market resolution (1=Up, 0=Down, -1=unknown) |
90
+ | `start_ts` | int64 | Market start timestamp (epoch seconds) |
91
+ | `end_ts` | int64 | Market end timestamp (epoch seconds) |
92
+ | `condition_id` | string | On-chain condition identifier |
93
+ | `up_token_id` | string | CLOB token ID for "Up" outcome |
94
+ | `down_token_id` | string | CLOB token ID for "Down" outcome |
95
+ | `fee_rate_bps` | int16 | Taker fee rate in basis points (-1 = unknown) |
96
+
97
+ ### `prices` — OHLC price history
98
+
99
+ Historical price series from the CLOB API for the active prediction window of each market. Hive-partitioned by `crypto` and `timeframe`.
100
+
101
+ | Column | Type | Description |
102
+ |--------|------|-------------|
103
+ | `market_id` | string | Polymarket market identifier |
104
+ | `crypto` | string | Asset symbol |
105
+ | `timeframe` | string | Market timeframe |
106
+ | `timestamp` | int64 | Price timestamp (epoch seconds) |
107
+ | `up_price` | float32 | "Up" outcome price (0.0-1.0) |
108
+ | `down_price` | float32 | "Down" outcome price (0.0-1.0) |
109
+ | `volume` | float32 | Market volume |
110
+ | `question` | string | Market question text |
111
+ | `resolution` | string | Market resolution (nullable) |
112
+
113
+ ### `ticks` — Trade-level fills
114
+
115
+ Individual trades from on-chain `OrderFilled` events (Etherscan/RPC) and live WebSocket captures. Hive-partitioned by `crypto` and `timeframe`.
116
+
117
+ | Column | Type | Description |
118
+ |--------|------|-------------|
119
+ | `market_id` | string | Polymarket market identifier |
120
+ | `timestamp_ms` | int64 | Trade timestamp (epoch milliseconds) |
121
+ | `token_id` | string | CLOB token identifier |
122
+ | `outcome` | string | "Up" or "Down" |
123
+ | `side` | string | "BUY" or "SELL" (taker perspective) |
124
+ | `price` | float32 | Trade price (0.0-1.0) |
125
+ | `size_usdc` | float32 | Trade size in USDC |
126
+ | `tx_hash` | string | Polygon transaction hash ("" for WS ticks) |
127
+ | `block_number` | int32 | Polygon block number (0 for WS ticks) |
128
+ | `log_index` | int32 | Log index within block |
129
+ | `source` | string | "onchain" or "websocket" |
130
+ | `spot_price_usdt` | float32 | Binance spot price at time of trade |
131
+ | `spot_price_ts_ms` | int64 | Binance spot price timestamp |
132
+
133
+ ### `spot_prices` — Continuous spot price feed
134
+
135
+ Binance and Chainlink spot prices streamed in real-time alongside the prediction market data. Useful for correlating prediction market activity with underlying asset prices.
136
+
137
+ | Column | Type | Description |
138
+ |--------|------|-------------|
139
+ | `ts_ms` | int64 | Source timestamp (epoch ms) |
140
+ | `symbol` | string | e.g. "btcusdt", "eth/usd" |
141
+ | `price` | float64 | Spot price in USD(T) |
142
+ | `source` | string | "binance" or "chainlink" |
143
+
144
+ ### `orderbook` — Best bid/ask snapshots
145
+
146
+ Per-token best bid and ask from CLOB WebSocket events. Hive-partitioned by `crypto` and `timeframe`.
147
+
148
+ | Column | Type | Description |
149
+ |--------|------|-------------|
150
+ | `ts_ms` | int64 | Receipt timestamp (epoch ms) |
151
+ | `market_id` | string | Polymarket market identifier |
152
+ | `token_id` | string | CLOB token identifier |
153
+ | `outcome` | string | "Up" or "Down" |
154
+ | `best_bid` | float32 | Best bid price (0.0-1.0) |
155
+ | `best_ask` | float32 | Best ask price (0.0-1.0) |
156
+ | `best_bid_size` | float32 | Best bid size (shares) |
157
+ | `best_ask_size` | float32 | Best ask size (shares) |
158
+
159
+ ## Storage Layout
160
+
161
+ All files are Parquet with Zstd compression, Hive-partitioned where noted:
162
+
163
+ ```
164
+ data/
165
+ markets.parquet
166
+ prices/crypto=BTC/timeframe=1-hour/part-0.parquet
167
+ ticks/crypto=ETH/timeframe=5-minute/part-0.parquet
168
+ spot_prices/part-0.parquet
169
+ orderbook/crypto=SOL/timeframe=15-minute/part-0.parquet
170
+ ```
171
+
172
+ ## Pipeline
173
+
174
+ This dataset is produced by [polymarket-data-pipeline](https://github.com/aliplayer1/polymarket-data-pipeline), which runs three services:
175
+
176
+ - **Historical scan** (every 6h): pages through Polymarket's Gamma API for closed markets, fetches CLOB price history, and backfills on-chain tick data from Polygon.
177
+ - **Live WebSocket** (24/7): captures real-time trades, orderbook BBO, and spot prices.
178
+ - **Upload** (every 3h): consolidates shard files and pushes to this dataset.
179
+
180
+ ## License
181
+
182
+ MIT
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1
+ {
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+ "scan_ts": 1776753001.7260227,
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+ "data_dir": "/opt/polymarket/data",
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+ "thresholds": {
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+ "heartbeat_gap_ms": 30000,
12
+ "burst_threshold": 5,
13
+ "burst_window_s": 60.0
14
+ },
15
+ "gaps": [
16
+ {
17
+ "source": "rtds_binance",
18
+ "shard_key": "rtds_binance",
19
+ "event_type": "dogeusdt",
20
+ "start_ms": 1776729905056,
21
+ "end_ms": 1776742581944,
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+ "gap_ms": 12676888,
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+ "max_gap_ms": 30000
24
+ },
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+ {
26
+ "source": "rtds_chainlink",
27
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