Dataset

btc15-dataset

Name: btc15-dataset
Creator: Rui Zhu
License: https://opensource.org/license/mit

by Rui Zhu huthvincent/btc15-dataset

一个完整记录 Kalshi KXBTC15M 市场量化交易的公开数据集:模型对每个 15 分钟窗口的适合研究:成交率建模(IOC vs 挂单)、预测校准、二元期权做市、sim-vs-live 差距。按 machine= /date= /part.parquet 分片。每行 = 某秒的一次快照: tickiso, windowid, windowanchorts, secondsfromopen, btclast, btcopen, marketticker, eventticker, floorstrike…

Rows41,377

Configurations7

Size429.4 MB

Licensemit

AccessPublicly accessible

Monthly Downloads2.7k

Dataset Card

By Rui Zhu, published under mit, revision 7b377fc936ca.

BTC15 数据集(Kalshi 比特币 15 分钟二元期权)

活数据集:随 huthvincent/BTC15 项目自动迭代—— 两台交易机器持续产生数据,导出器定期把 hub.db(决策)+ collector(高频行情)增量刷新到这里。最后更新:2026-10-04 03:43 UTC。

一个完整记录 Kalshi KXBTC15M 市场量化交易的公开数据集:模型对每个 15 分钟窗口的预测、逐秒行情盘口、我们的开仓/对冲决策、真实成交与取消、最终结算、收益曲线。适合研究:成交率建模(IOC vs 挂单)、预测校准、二元期权做市、sim-vs-live 差距。

快速使用

from datasets import load_dataset

trades      = load_dataset("huthvincent/btc15-dataset", "trades", split="train")
predictions = load_dataset("huthvincent/btc15-dataset", "predictions", split="train")
ticks       = load_dataset("huthvincent/btc15-dataset", "market_ticks", split="train")

# fill-model 训练素材:下单 + 当时盘口 + 是否成交(用 window_id / 时间 join)
orders      = load_dataset("huthvincent/btc15-dataset", "orders", split="train")

决策 / 运营表(来自 hub.db)

表	行数	关键列
`runs`	15	run_id, machine, kind, preset, model_id, started_ts, last_ts, status…
`strategies`	11	code, title, description_md, params_json, lifecycle, updated_ts…
`predictions`	6152	run_id, model_id, window_id, obs_ts, p_yes…
`settlements`	0	window_id, settle_ts, outcome…
`equity`	15235	run_id, strategy_code, ts, cash, equity…
`trades`	16011	id, run_id, strategy_code, ts, window_id, type, side, p_yes…
`orders`	3953	event_id, run_id, wallet, ts, window_id, strategy_id, status, side…

高频行情表 `market_ticks`(来自 collector,逐秒)

Read the full dataset card (270 words)

Structure

equity 15,235 rows

Split	Rows	Size
train	15,235	481.9 KB

run_idlarge_stringstrategy_codelarge_stringtsint64cashfloat64equityfloat64ts_isolarge_string

orders 3,953 rows

Split	Rows	Size
train	3,953	273.7 KB

event_idlarge_stringrun_idlarge_stringwalletlarge_stringtsint64window_idlarge_stringstrategy_idlarge_stringstatuslarge_stringsidelarge_stringrequestedfloat64filledfloat64feefloat64limit_pricefloat64avg_fill_pricefloat64is_offset_closeboolprediction_model_idlarge_stringts_isolarge_string

predictions 6,152 rows

Split	Rows	Size
train	6,152	301.6 KB

run_idlarge_stringmodel_idlarge_stringwindow_idlarge_stringobs_tsint64p_yesfloat64obs_ts_isolarge_string

runs 15 rows

Split	Rows	Size
train	15	2.5 KB

run_idlarge_stringmachinelarge_stringkindlarge_stringpresetlarge_stringmodel_idlarge_stringstarted_tsint64last_tsint64statuslarge_stringstarted_ts_isolarge_stringlast_ts_isolarge_string

settlements

Split	Rows	Size
train	0	—

window_idnullsettle_tsnulloutcomenullsettle_ts_isonull

strategies 11 rows

Split	Rows	Size
train	11	6.2 KB

codelarge_stringtitlelarge_stringdescription_mdlarge_stringparams_jsonlarge_stringlifecyclelarge_stringupdated_tsint64updated_ts_isolarge_string

trades 16,011 rows

Split	Rows	Size
train	16,011	1.4 MB

idlarge_stringrun_idlarge_stringstrategy_codelarge_stringtsint64window_idlarge_stringtypelarge_stringsidelarge_stringp_yesfloat64edgefloat64stakefloat64contractsfloat64p_nofloat64yes_askfloat64no_askfloat64yes_edgefloat64no_edgefloat64threshold_usedfloat64btc_pricefloat64costfloat64ts_isolarge_string

Details

Repository: huthvincent/btc15-dataset
Publisher: Rui Zhu
Task category: Not stated by the source
Tags: finance, trading, prediction-markets
Size category: Not stated by the source
Languages: Not stated by the source
Revision: 7b377fc936ca5fb51901b28b987e99ce1dfb3f33
Last updated: 2026-10-04

Files

44 files, 429.4 MB in total.

Data42 files · 429.4 MB

Documentation1 file · 4.2 KB

Repository1 file · 2.5 KB

Every file

File	Type	Size	SHA-256
equity/data.parquet	Data	360.8 KB	d2408d9b380a
market_ticks/machine=server-h200/date=2026-07-04/part.parquet	Data	23.3 KB	59d3967a2f8d
market_ticks/machine=server-h200/date=2026-07-05/part.parquet	Data	249.9 KB	148e4a88c52e
market_ticks/machine=server-h200/date=2026-07-06/part.parquet	Data	5.7 MB	32e155bfc878
market_ticks/machine=server-h200/date=2026-07-07/part.parquet	Data	13.4 MB	4cc01752e7c5
market_ticks/machine=server-h200/date=2026-07-08/part.parquet	Data	13.7 MB	646568f47aac
market_ticks/machine=server-h200/date=2026-07-09/part.parquet	Data	12.3 MB	417a831549bb
market_ticks/machine=server-h200/date=2026-07-10/part.parquet	Data	13.3 MB	dd764ffef619
market_ticks/machine=server-h200/date=2026-07-11/part.parquet	Data	12.3 MB	6f1a9fe085bb
market_ticks/machine=server-h200/date=2026-07-12/part.parquet	Data	12.4 MB	a1cfe26db367
market_ticks/machine=server-h200/date=2026-07-13/part.parquet	Data	13.8 MB	d794936ad7e5
market_ticks/machine=server-h200/date=2026-07-14/part.parquet	Data	14.1 MB	574397fdc4c9
market_ticks/machine=server-h200/date=2026-07-15/part.parquet	Data	13.6 MB	2e96b51a4998
market_ticks/machine=server-h200/date=2026-07-16/part.parquet	Data	12.6 MB	888b69bd8c9d
market_ticks/machine=server-h200/date=2026-07-17/part.parquet	Data	14.2 MB	b174f46cdd97
market_ticks/machine=server-h200/date=2026-07-18/part.parquet	Data	13.0 MB	ed9929bbbb95
market_ticks/machine=server-h200/date=2026-07-19/part.parquet	Data	13.3 MB	4097aa574b01
market_ticks/machine=server-h200/date=2026-07-20/part.parquet	Data	14.1 MB	2b3ae6f3230f
market_ticks/machine=server-h200/date=2026-07-21/part.parquet	Data	14.5 MB	72d65182c43b
market_ticks/machine=server-h200/date=2026-07-22/part.parquet	Data	13.8 MB	e37b2a97dd00
market_ticks/machine=server-h200/date=2026-07-23/part.parquet	Data	12.8 MB	b45e5f8caf6b
market_ticks/machine=server-h200/date=2026-07-24/part.parquet	Data	13.9 MB	89e4045d3c01
market_ticks/machine=server-h200/date=2026-07-25/part.parquet	Data	12.7 MB	93c03f539260
market_ticks/machine=server-h200/date=2026-07-26/part.parquet	Data	12.5 MB	7f78f0fadd4f
market_ticks/machine=server-h200/date=2026-07-27/part.parquet	Data	13.8 MB	65c55487511f
market_ticks/machine=server-h200/date=2026-07-28/part.parquet	Data	14.0 MB	f9f82d9163bf
market_ticks/machine=server-h200/date=2026-07-29/part.parquet	Data	14.2 MB	6df7a95850aa
market_ticks/machine=server-h200/date=2026-07-30/part.parquet	Data	12.0 MB	9063192f63ef
market_ticks/machine=server-h200/date=2026-07-31/part.parquet	Data	13.9 MB	3d24354002e9
market_ticks/machine=server-h200/date=2026-08-01/part.parquet	Data	12.4 MB	f5ef270f3d4e
market_ticks/machine=server-h200/date=2026-08-02/part.parquet	Data	12.4 MB	8300c2a75f78
market_ticks/machine=server-h200/date=2026-08-03/part.parquet	Data	13.8 MB	c546c53692d7
market_ticks/machine=server-h200/date=2026-08-04/part.parquet	Data	13.8 MB	79ba6f2e689c
market_ticks/machine=server-h200/date=2026-08-05/part.parquet	Data	13.7 MB	853a90220ed6
market_ticks/machine=server-h200/date=2026-08-06/part.parquet	Data	12.6 MB	d99ad1fb8a85
market_ticks/machine=server-h200/date=2026-08-07/part.parquet	Data	9.0 MB	c68e195be450
orders/data.parquet	Data	104.5 KB	9b16bd747f2e
predictions/data.parquet	Data	126.0 KB	8c60e0b54009
runs/data.parquet	Data	7.0 KB	9fd069bece8b
settlements/data.parquet	Data	2.3 KB	192dd7a57ee5
strategies/data.parquet	Data	7.8 KB	db93d1902ba9
trades/data.parquet	Data	1.1 MB	c3a4db9d9c02
README.md	Documentation	4.2 KB	—
.gitattributes	Repository	2.5 KB	—

License and Download

License: mit
Access: No access gate

Download from Rui Zhu

Released by Rui Zhu through its official repository on Hugging Face. Read the license.