id int64 | received_at_ms int64 | trade_time_ms int64 | symbol string | price float64 | size float64 | is_buyer_maker int64 |
|---|---|---|---|---|---|---|
1 | 1,778,698,652,777 | 1,778,698,652,646 | SOLUSDT | 91.07 | 0.222 | 0 |
2 | 1,778,698,652,777 | 1,778,698,652,646 | SOLUSDT | 91.07 | 21.748 | 0 |
3 | 1,778,698,653,279 | 1,778,698,652,951 | SOLUSDT | 91.06 | 0.191 | 1 |
4 | 1,778,698,653,896 | 1,778,698,653,294 | BTCUSDT | 79,671.28 | 0.00086 | 0 |
5 | 1,778,698,653,896 | 1,778,698,653,586 | DOGEUSDT | 0.11367 | 11,603 | 0 |
6 | 1,778,698,654,286 | 1,778,698,654,077 | ETHUSDT | 2,261.54 | 0.6312 | 1 |
7 | 1,778,698,654,286 | 1,778,698,654,138 | DOGEUSDT | 0.11366 | 438 | 1 |
8 | 1,778,698,654,779 | 1,778,698,654,283 | BTCUSDT | 79,671.28 | 0.00016 | 0 |
9 | 1,778,698,654,779 | 1,778,698,654,301 | BTCUSDT | 79,671.28 | 0.0005 | 0 |
10 | 1,778,698,654,779 | 1,778,698,654,365 | SOLUSDT | 91.07 | 21.97 | 0 |
11 | 1,778,698,654,779 | 1,778,698,654,417 | BTCUSDT | 79,671.27 | 0.00031 | 1 |
12 | 1,778,698,655,778 | 1,778,698,655,092 | SOLUSDT | 91.07 | 21.96 | 0 |
13 | 1,778,698,655,780 | 1,778,698,655,259 | BTCUSDT | 79,671.28 | 0.01007 | 0 |
14 | 1,778,698,655,780 | 1,778,698,655,354 | XRPUSDT | 1.428 | 700.3 | 1 |
15 | 1,778,698,655,780 | 1,778,698,655,405 | BTCUSDT | 79,671.28 | 0.00503 | 0 |
16 | 1,778,698,655,780 | 1,778,698,655,466 | XRPUSDT | 1.428 | 1,974.2 | 1 |
17 | 1,778,698,655,780 | 1,778,698,655,466 | XRPUSDT | 1.428 | 3.7 | 1 |
18 | 1,778,698,655,780 | 1,778,698,655,466 | XRPUSDT | 1.428 | 3.7 | 1 |
19 | 1,778,698,655,780 | 1,778,698,655,466 | XRPUSDT | 1.428 | 3.8 | 1 |
20 | 1,778,698,655,780 | 1,778,698,655,466 | XRPUSDT | 1.428 | 684.9 | 1 |
21 | 1,778,698,655,780 | 1,778,698,655,466 | XRPUSDT | 1.428 | 3.6 | 1 |
22 | 1,778,698,655,780 | 1,778,698,655,466 | XRPUSDT | 1.428 | 3.8 | 1 |
23 | 1,778,698,655,780 | 1,778,698,655,466 | XRPUSDT | 1.428 | 3.8 | 1 |
24 | 1,778,698,655,780 | 1,778,698,655,466 | XRPUSDT | 1.428 | 3.8 | 1 |
25 | 1,778,698,655,780 | 1,778,698,655,466 | XRPUSDT | 1.428 | 117.7 | 1 |
26 | 1,778,698,655,780 | 1,778,698,655,466 | XRPUSDT | 1.428 | 889.8 | 1 |
27 | 1,778,698,655,780 | 1,778,698,655,466 | XRPUSDT | 1.428 | 7,005.7 | 1 |
28 | 1,778,698,655,780 | 1,778,698,655,466 | XRPUSDT | 1.428 | 1,580.8 | 1 |
29 | 1,778,698,655,780 | 1,778,698,655,466 | XRPUSDT | 1.428 | 5,943 | 1 |
30 | 1,778,698,655,780 | 1,778,698,655,466 | XRPUSDT | 1.428 | 7 | 1 |
31 | 1,778,698,655,780 | 1,778,698,655,466 | XRPUSDT | 1.428 | 1,013.4 | 1 |
32 | 1,778,698,655,780 | 1,778,698,655,466 | XRPUSDT | 1.428 | 4,789.7 | 1 |
33 | 1,778,698,655,780 | 1,778,698,655,466 | XRPUSDT | 1.428 | 290.8 | 1 |
34 | 1,778,698,655,780 | 1,778,698,655,466 | XRPUSDT | 1.428 | 7.7 | 1 |
35 | 1,778,698,655,780 | 1,778,698,655,466 | XRPUSDT | 1.428 | 635.9 | 1 |
36 | 1,778,698,655,780 | 1,778,698,655,466 | XRPUSDT | 1.428 | 3.7 | 1 |
37 | 1,778,698,655,780 | 1,778,698,655,466 | XRPUSDT | 1.428 | 3.6 | 1 |
38 | 1,778,698,655,780 | 1,778,698,655,466 | XRPUSDT | 1.4279 | 3.6 | 1 |
39 | 1,778,698,655,780 | 1,778,698,655,466 | XRPUSDT | 1.4279 | 7.7 | 1 |
40 | 1,778,698,655,780 | 1,778,698,655,466 | XRPUSDT | 1.4279 | 62.6 | 1 |
41 | 1,778,698,656,279 | 1,778,698,655,846 | XRPUSDT | 1.4279 | 372.3 | 1 |
42 | 1,778,698,656,280 | 1,778,698,655,898 | SOLUSDT | 91.07 | 10.99 | 0 |
43 | 1,778,698,656,280 | 1,778,698,655,898 | SOLUSDT | 91.07 | 10 | 0 |
44 | 1,778,698,656,280 | 1,778,698,655,898 | SOLUSDT | 91.07 | 0.98 | 0 |
45 | 1,778,698,656,280 | 1,778,698,656,072 | SOLUSDT | 91.07 | 0.25 | 0 |
46 | 1,778,698,656,780 | 1,778,698,656,493 | BTCUSDT | 79,671.28 | 0.00016 | 0 |
47 | 1,778,698,656,780 | 1,778,698,656,624 | SOLUSDT | 91.07 | 21.97 | 0 |
48 | 1,778,698,657,779 | 1,778,698,657,239 | ETHUSDT | 2,261.55 | 0.0023 | 0 |
49 | 1,778,698,657,779 | 1,778,698,657,239 | ETHUSDT | 2,261.55 | 0.0024 | 0 |
50 | 1,778,698,657,779 | 1,778,698,657,239 | ETHUSDT | 2,261.55 | 0.0024 | 0 |
51 | 1,778,698,657,779 | 1,778,698,657,239 | ETHUSDT | 2,261.55 | 0.0023 | 0 |
52 | 1,778,698,657,779 | 1,778,698,657,239 | ETHUSDT | 2,261.55 | 0.0023 | 0 |
53 | 1,778,698,657,779 | 1,778,698,657,239 | ETHUSDT | 2,261.55 | 0.0691 | 0 |
54 | 1,778,698,657,779 | 1,778,698,657,321 | SOLUSDT | 91.07 | 10.16 | 0 |
55 | 1,778,698,657,779 | 1,778,698,657,322 | SOLUSDT | 91.07 | 0.21 | 0 |
56 | 1,778,698,657,779 | 1,778,698,657,322 | SOLUSDT | 91.07 | 0.252 | 0 |
57 | 1,778,698,657,779 | 1,778,698,657,322 | SOLUSDT | 91.07 | 0.151 | 0 |
58 | 1,778,698,657,779 | 1,778,698,657,322 | SOLUSDT | 91.07 | 0.055 | 0 |
59 | 1,778,698,657,779 | 1,778,698,657,322 | SOLUSDT | 91.07 | 0.057 | 0 |
60 | 1,778,698,657,779 | 1,778,698,657,322 | SOLUSDT | 91.07 | 0.058 | 0 |
61 | 1,778,698,657,779 | 1,778,698,657,322 | SOLUSDT | 91.07 | 0.058 | 0 |
62 | 1,778,698,657,779 | 1,778,698,657,322 | SOLUSDT | 91.07 | 0.057 | 0 |
63 | 1,778,698,657,780 | 1,778,698,657,322 | SOLUSDT | 91.07 | 0.057 | 0 |
64 | 1,778,698,657,780 | 1,778,698,657,322 | SOLUSDT | 91.07 | 0.057 | 0 |
65 | 1,778,698,657,780 | 1,778,698,657,322 | SOLUSDT | 91.07 | 0.057 | 0 |
66 | 1,778,698,657,780 | 1,778,698,657,322 | SOLUSDT | 91.07 | 0.494 | 0 |
67 | 1,778,698,657,780 | 1,778,698,657,322 | SOLUSDT | 91.07 | 10.237 | 0 |
68 | 1,778,698,657,780 | 1,778,698,657,384 | DOGEUSDT | 0.11367 | 16 | 0 |
69 | 1,778,698,657,780 | 1,778,698,657,430 | DOGEUSDT | 0.11367 | 15 | 0 |
70 | 1,778,698,657,780 | 1,778,698,657,496 | BTCUSDT | 79,671.28 | 0.00053 | 0 |
71 | 1,778,698,658,279 | 1,778,698,657,974 | DOGEUSDT | 0.11366 | 12,454 | 1 |
72 | 1,778,698,658,279 | 1,778,698,657,974 | DOGEUSDT | 0.11366 | 8,113 | 1 |
73 | 1,778,698,658,279 | 1,778,698,658,074 | SOLUSDT | 91.07 | 21.97 | 0 |
74 | 1,778,698,658,778 | 1,778,698,658,180 | BTCUSDT | 79,671.27 | 0.00018 | 1 |
75 | 1,778,698,659,279 | 1,778,698,658,764 | SOLUSDT | 91.07 | 21.97 | 0 |
76 | 1,778,698,659,280 | 1,778,698,658,785 | BTCUSDT | 79,671.27 | 0.00037 | 1 |
77 | 1,778,698,659,780 | 1,778,698,659,418 | SOLUSDT | 91.07 | 0.065 | 0 |
78 | 1,778,698,659,781 | 1,778,698,659,451 | XRPUSDT | 1.428 | 3.7 | 0 |
79 | 1,778,698,659,781 | 1,778,698,659,451 | XRPUSDT | 1.428 | 3.7 | 0 |
80 | 1,778,698,659,781 | 1,778,698,659,451 | XRPUSDT | 1.428 | 3.6 | 0 |
81 | 1,778,698,659,781 | 1,778,698,659,451 | XRPUSDT | 1.428 | 3.6 | 0 |
82 | 1,778,698,659,781 | 1,778,698,659,451 | XRPUSDT | 1.428 | 108.1 | 0 |
83 | 1,778,698,659,781 | 1,778,698,659,464 | XRPUSDT | 1.428 | 225.1 | 0 |
84 | 1,778,698,659,781 | 1,778,698,659,508 | SOLUSDT | 91.07 | 21.96 | 0 |
85 | 1,778,698,660,279 | 1,778,698,660,138 | SOLUSDT | 91.07 | 0.11 | 0 |
86 | 1,778,698,660,779 | 1,778,698,660,261 | SOLUSDT | 91.07 | 4.38 | 0 |
87 | 1,778,698,660,779 | 1,778,698,660,261 | SOLUSDT | 91.07 | 7.59 | 0 |
88 | 1,778,698,660,779 | 1,778,698,660,261 | SOLUSDT | 91.07 | 7.539 | 0 |
89 | 1,778,698,660,779 | 1,778,698,660,261 | SOLUSDT | 91.07 | 0.058 | 0 |
90 | 1,778,698,660,779 | 1,778,698,660,261 | SOLUSDT | 91.07 | 0.057 | 0 |
91 | 1,778,698,660,779 | 1,778,698,660,261 | SOLUSDT | 91.07 | 0.057 | 0 |
92 | 1,778,698,660,779 | 1,778,698,660,261 | SOLUSDT | 91.07 | 0.055 | 0 |
93 | 1,778,698,660,779 | 1,778,698,660,261 | SOLUSDT | 91.07 | 0.058 | 0 |
94 | 1,778,698,660,779 | 1,778,698,660,261 | SOLUSDT | 91.07 | 0.057 | 0 |
95 | 1,778,698,660,779 | 1,778,698,660,261 | SOLUSDT | 91.07 | 0.057 | 0 |
96 | 1,778,698,660,779 | 1,778,698,660,261 | SOLUSDT | 91.07 | 0.057 | 0 |
97 | 1,778,698,660,779 | 1,778,698,660,261 | SOLUSDT | 91.07 | 0.494 | 0 |
98 | 1,778,698,660,779 | 1,778,698,660,261 | SOLUSDT | 91.07 | 1.511 | 0 |
99 | 1,778,698,660,779 | 1,778,698,660,468 | BTCUSDT | 79,671.28 | 0.0001 | 0 |
100 | 1,778,698,660,779 | 1,778,698,660,469 | BTCUSDT | 79,671.27 | 0.0001 | 1 |
polymarket-canary-tape
Continuous tape from Scribe (Bot E / bot_e_recorder), a single always-on VPS node. Captures co-located CEX trades and Polymarket market-channel WebSocket events over a fixed UTC window for microstructure and lead-lag research.
Where this came from: released alongside polymarket-bot-lab (11 open-source Polymarket trading bot candidates, Apache-2.0) by the team behind OracleMangle, which builds dispute-risk scoring for prediction-market questions. Both artifacts are free; the scorer is the commercial product and is not part of this dataset.
| Field | Value |
|---|---|
| Dataset name | polymarket-canary-tape |
| Format | zstd-compressed SQLite 3 databases (shared schema, see schema.sql) |
| Licence | CC-BY-4.0 |
Three tape files, one schema:
| File | Window (UTC) | Vantage | Compressed | Raw |
|---|---|---|---|---|
polymarket-canary-tape-20260513-20260705.db.zst |
2026-05-13 to 2026-07-05 | VPS canary node (primary) | 5.99 GB | ~57 GB |
polymarket-recorder-tape-vantage-b-20260603-20260701.db.zst |
2026-06-03 to 2026-07-01 | Home-lab container (second vantage, overlaps canary) | 2.95 GB | ~37 GB |
polymarket-recorder-tape-early-72h-20260430-20260503.db.zst |
2026-04-30 to 2026-05-03 | Home-lab container (early 72h snapshot) | 143 MB | ~2.5 GB |
The overlap between the canary and vantage-b files (2026-06-03 to 2026-07-01)
enables cross-vantage latency and feed-consistency studies: same markets, two
independent receive clocks. Vantage-b has richer Polymarket capture in its
window (30.9M price_change events, plus market_resolved events absent from
the canary schema's event set) and thinner CEX capture (4.3M trades).
Preview samples
The full tapes are zstd-compressed SQLite (the Dataset Viewer cannot render
those directly). For browsing, samples/ holds parquet extracts the viewer
renders above: the complete markets table plus 100k-row samples of
pm_events and cex_trades from the primary canary file. Serious use should
decompress the full tapes.
Contents
| Table | Rows | Description |
|---|---|---|
cex_trades |
271,566,165 | CEX trades for BTC, ETH, SOL (and related symbols as recorded) |
pm_events |
27,919,423 | Polymarket market-channel WebSocket events (book snapshots + price_change deltas) |
markets |
23,750 | Market metadata snapshots (condition IDs, token IDs, questions, prices) |
heartbeats |
444,797 | Recorder liveness pings by source |
gaps |
0 | Recorded outages (empty = no outages logged in this release) |
schema_version |
1 | Schema version marker |
sqlite_sequence |
4 | SQLite autoincrement bookkeeping |
Row counts above are for the primary canary file. Vantage-b: 33,300,844 pm_events / 4,293,208 cex_trades / 108k+ new_market rows. Early-72h: 531,990 pm_events. Full column definitions: DATA_DICTIONARY.md. Full DDL: schema.sql. PII validation for all three files: VALIDATION.md.
What it is
This is a single-vantage continuous tape: one always-on recorder node subscribed to Polymarket's public market WebSocket channel and to CEX public trade feeds for major crypto symbols. It is not a multi-node or exchange-side archive.
Event types in pm_events are primarily:
book— full order-book snapshots for an asset tokenprice_change— incremental price/size deltas
Timestamps on Polymarket events are local receive times (received_at_ms, UTC milliseconds at the recorder). CEX rows also store exchange trade time (trade_time_ms) alongside local receipt.
How to use
Decompress and open
# Decompress (produces a ~57 GB SQLite file)
zstd -d polymarket-canary-tape-20260513-20260705.db.zst
# Open with the SQLite CLI
sqlite3 polymarket-canary-tape-20260513-20260705.db
Optional: keep the compressed archive and stream-decompress only if your tooling supports it; most research workflows decompress once to disk.
Join Polymarket events to markets
pm_events.condition_id links to markets.condition_id. Asset tokens link via pm_events.asset_id to markets.yes_token_id or markets.no_token_id.
-- Events for a specific market condition
SELECT e.received_at_ms, e.event_type, e.asset_id, e.payload_json
FROM pm_events e
WHERE e.condition_id = '<condition_id>'
ORDER BY e.received_at_ms
LIMIT 100;
-- Join events to the latest known market metadata for that condition
SELECT
e.received_at_ms,
e.event_type,
e.asset_id,
m.question,
m.yes_token_id,
m.no_token_id,
m.symbol,
m.duration_minutes
FROM pm_events e
JOIN markets m
ON m.condition_id = e.condition_id
WHERE e.condition_id = '<condition_id>'
ORDER BY e.received_at_ms, m.scan_at_ms
LIMIT 100;
-- Resolve asset_id to YES/NO side
SELECT
e.received_at_ms,
e.event_type,
e.asset_id,
CASE
WHEN e.asset_id = m.yes_token_id THEN 'YES'
WHEN e.asset_id = m.no_token_id THEN 'NO'
ELSE 'unknown'
END AS side,
m.question
FROM pm_events e
JOIN markets m
ON m.condition_id = e.condition_id
AND (e.asset_id = m.yes_token_id OR e.asset_id = m.no_token_id)
WHERE m.symbol = 'BTC'
AND m.duration_minutes = 15
ORDER BY e.received_at_ms
LIMIT 50;
Book reconstruction (snapshots + deltas)
For a given asset_id, replay in receive-time order:
- Apply each
event_type = 'book'payload as a full replace of the local book. - Apply each subsequent
event_type = 'price_change'payload as an incremental update until the nextbook. - Use
received_at_msas the timeline; do not assume exchange-side sequencing beyond what the payload encodes.
-- Ordered stream for one token (reconstruct offline)
SELECT received_at_ms, event_type, payload_json
FROM pm_events
WHERE asset_id = '<token_id>'
AND event_type IN ('book', 'price_change')
ORDER BY received_at_ms;
Index ix_pm_events_asset_type_time on (asset_id, event_type, received_at_ms) is intended for this pattern.
CEX trades near a Polymarket window
-- BTCUSDT trades in a local-receive window
SELECT trade_time_ms, received_at_ms, price, size, is_buyer_maker
FROM cex_trades
WHERE symbol = 'BTCUSDT'
AND received_at_ms BETWEEN 1747000000000 AND 1747003600000
ORDER BY trade_time_ms;
Liveness
SELECT source, COUNT(*) AS n, MIN(emitted_at_ms), MAX(emitted_at_ms)
FROM heartbeats
GROUP BY source;
SELECT COUNT(*) FROM gaps; -- 0 in this release
Methodology
- Single node. One always-on VPS recorder; all streams share the same local clock for
received_at_ms/emitted_at_ms. - Public channels only. Polymarket market channel (anonymous by design). No user channel, no authenticated APIs, no order placement logs.
- Heartbeats. Table
heartbeatsrecords periodic liveness from sourcespm,cex, anddiscovery, with optionallast_message_age_sec. - Gaps. Table
gapsis the outage log. This release has 0 rows — no recorded outages in the capture window. - Market metadata.
marketsrows are discovery/scan snapshots (scan_at_ms), not a single static registry. The samecondition_idmay appear more than once as scans refresh prices and volume. - Schema version.
schema_version.version = 1for this tape format.
Limitations
- Single vantage point. Latency, packet loss, and reconnect behavior are those of one recorder, not an exchange-side or multi-region consensus feed.
- Market channel only. No user identities, wallet addresses, fills attributed to accounts, or private order state. Anonymous public book traffic only.
- Local receive timestamps.
received_at_msis when the recorder accepted the message. Network delay and queueing are embedded; CEXtrade_time_msis the exchange-reported trade time when present. - Not a complete market universe. Only subscriptions the node held during the window appear in
pm_events.marketsreflects discovery scans, not every Polymarket market ever listed. - Empty
gapsis not a formal SLA. It means the recorder did not log outages under its gap rules; it does not prove perfect upstream availability. - Payloads are raw JSON. Field layouts inside
payload_json/raw_jsonfollow upstream APIs as of capture time and may require defensive parsing.
Intended uses
- Prediction-market microstructure research (book dynamics, snapshot vs delta cadence)
- Prediction-market vs CEX lead-lag and co-movement studies
- Offline backtest replay of public book state against CEX tape
- Method development for gap detection, liveness scoring, and multi-stream alignment
Not intended for: trading as live market data, reconstructing private user activity, or claiming multi-region ground truth.
Licence and citation
This dataset is licensed under Creative Commons Attribution 4.0 International (CC-BY-4.0). See LICENSE.
Please cite the dataset name, window, and file when publishing:
polymarket-canary-tape (2026-05-13 to 2026-07-05 UTC).
File: polymarket-canary-tape-20260513-20260705.db.zst.
Licence: CC-BY-4.0.
Provenance
Recorded by Scribe (Bot E), the market-recorder lane of the retired longshot-research project. Companion code (strategies and tooling, not this tape) lives in polymarket-bot-lab (link TBD).
The same project also used a separate closed scorer product, Oraclemangle, which is unrelated to and absent from this data. This release contains only the public canary tape described above.
Files in this release
| File | Role |
|---|---|
polymarket-canary-tape-20260513-20260705.db.zst |
Compressed SQLite database |
schema.sql |
DDL, indexes, and row counts |
DATA_DICTIONARY.md |
Table and column reference |
README.md |
This dataset card |
LICENSE |
CC-BY-4.0 text |
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