Datasets:

kapr
/

trading-bot-backtesting

ts int64 1,699B 1,738B	open float64 0 104k	high float64 0 104k	low float64 0 103k	close float64 0 104k	volume float64 0 11,102B	order_type stringclasses 2 values	order_rate float64 0 102k ⌀	order_amount float64 0 268M ⌀	order_id float64 100k 1,000k ⌀	pnl float64 -301.25 467 ⌀
1,732,579,200,000	0.000057	0.000057	0.000057	0.000057	5,587	null	null	null	null	null
1,732,579,500,000	0.000057	0.000057	0.000057	0.000057	838	null	null	null	null	null
1,732,579,800,000	0.000057	0.000057	0.000057	0.000057	23,324	null	null	null	null	null
1,732,580,100,000	0.000057	0.000057	0.000057	0.000057	23,457	null	null	null	null	null
1,732,580,400,000	0.000057	0.000057	0.000057	0.000057	22,586	null	null	null	null	null
1,732,580,700,000	0.000057	0.000057	0.000057	0.000057	19,205	null	null	null	null	null
1,732,581,000,000	0.000057	0.000057	0.000057	0.000057	29,043	null	null	null	null	null
1,732,581,300,000	0.000057	0.000057	0.000057	0.000057	16,913	null	null	null	null	null
1,732,581,600,000	0.000057	0.000057	0.000057	0.000057	3,233	null	null	null	null	null
1,732,581,900,000	0.000057	0.000057	0.000057	0.000057	954	null	null	null	null	null
1,732,582,200,000	0.000057	0.000057	0.000057	0.000057	1,013	null	null	null	null	null
1,732,582,500,000	0.000057	0.000057	0.000057	0.000057	7,094	null	null	null	null	null
1,732,582,800,000	0.000057	0.000057	0.000057	0.000057	25,059	null	null	null	null	null
1,732,583,100,000	0.000057	0.000057	0.000057	0.000057	12,320	null	null	null	null	null
1,732,583,400,000	0.000057	0.000057	0.000057	0.000057	716	null	null	null	null	null
1,732,583,700,000	0.000057	0.000058	0.000057	0.000057	108,935	null	null	null	null	null
1,732,584,000,000	0.000057	0.000057	0.000057	0.000057	43,681	null	null	null	null	null
1,732,584,300,000	0.000057	0.000057	0.000057	0.000057	39,279	null	null	null	null	null
1,732,584,600,000	0.000057	0.000057	0.000057	0.000057	961	null	null	null	null	null
1,732,584,900,000	0.000057	0.000057	0.000057	0.000057	4,175	null	null	null	null	null
1,732,585,200,000	0.000057	0.000057	0.000057	0.000057	5,074	null	null	null	null	null
1,732,585,500,000	0.000057	0.000057	0.000057	0.000057	12,431	null	null	null	null	null
1,732,585,800,000	0.000057	0.000057	0.000057	0.000057	6,284	null	null	null	null	null
1,732,586,100,000	0.000057	0.000057	0.000057	0.000057	14,283	null	null	null	null	null
1,732,586,400,000	0.000057	0.000058	0.000057	0.000057	20,393	null	null	null	null	null
1,732,586,700,000	0.000057	0.000058	0.000057	0.000057	3,388	null	null	null	null	null
1,732,587,000,000	0.000058	0.000058	0.000058	0.000058	7,212	null	null	null	null	null
1,732,587,300,000	0.000058	0.000058	0.000058	0.000058	13,021	null	null	null	null	null
1,732,587,600,000	0.000058	0.000058	0.000058	0.000058	3,394	null	null	null	null	null
1,732,587,900,000	0.000058	0.000058	0.000058	0.000058	2,354	null	null	null	null	null
1,732,588,200,000	0.000058	0.000058	0.000058	0.000058	3,017	null	null	null	null	null
1,732,588,500,000	0.000058	0.000058	0.000058	0.000058	3,298	null	null	null	null	null
1,732,588,800,000	0.000058	0.000058	0.000058	0.000058	27,394	null	null	null	null	null
1,732,589,100,000	0.000058	0.000058	0.000058	0.000058	0	null	null	null	null	null
1,732,589,400,000	0.000058	0.000058	0.000058	0.000058	949	null	null	null	null	null
1,732,589,700,000	0.000058	0.000058	0.000058	0.000058	7,793	null	null	null	null	null
1,732,590,000,000	0.000058	0.000058	0.000058	0.000058	7,767	null	null	null	null	null
1,732,590,300,000	0.000058	0.000058	0.000058	0.000058	8,726	null	null	null	null	null
1,732,590,600,000	0.000058	0.000058	0.000058	0.000058	2,223	null	null	null	null	null
1,732,590,900,000	0.000058	0.000058	0.000058	0.000058	710	null	null	null	null	null
1,732,591,200,000	0.000058	0.000058	0.000058	0.000058	6,470	null	null	null	null	null
1,732,591,500,000	0.000058	0.000058	0.000058	0.000058	0	null	null	null	null	null
1,732,591,800,000	0.000058	0.000058	0.000058	0.000058	2,028	null	null	null	null	null
1,732,592,100,000	0.000058	0.000058	0.000058	0.000058	651	null	null	null	null	null
1,732,592,400,000	0.000058	0.000058	0.000058	0.000058	2,302	null	null	null	null	null
1,732,592,700,000	0.000058	0.000058	0.000058	0.000058	9,375	null	null	null	null	null
1,732,593,000,000	0.000058	0.000058	0.000058	0.000058	1,905	null	null	null	null	null
1,732,593,300,000	0.000058	0.000058	0.000058	0.000058	6,070	null	null	null	null	null
1,732,593,600,000	0.000058	0.000058	0.000058	0.000058	208	null	null	null	null	null
1,732,593,900,000	0.000058	0.000058	0.000058	0.000058	9,184	null	null	null	null	null
1,732,594,200,000	0.000058	0.000058	0.000058	0.000058	5,395	null	null	null	null	null
1,732,594,500,000	0.000058	0.000058	0.000058	0.000058	5,788	null	null	null	null	null
1,732,594,800,000	0.000058	0.000058	0.000058	0.000058	11,364	null	null	null	null	null
1,732,595,100,000	0.000058	0.000058	0.000058	0.000058	3,155	null	null	null	null	null
1,732,595,400,000	0.000058	0.000058	0.000058	0.000058	12,000	null	null	null	null	null
1,732,595,700,000	0.000058	0.000058	0.000058	0.000058	4,557	null	null	null	null	null
1,732,596,000,000	0.000058	0.000058	0.000058	0.000058	1,342	null	null	null	null	null
1,732,596,300,000	0.000058	0.000058	0.000058	0.000058	7,532	null	null	null	null	null
1,732,596,600,000	0.000058	0.000058	0.000058	0.000058	1,638	null	null	null	null	null
1,732,596,900,000	0.000058	0.000058	0.000058	0.000058	13,523	null	null	null	null	null
1,732,597,200,000	0.000058	0.000058	0.000058	0.000058	6,003	null	null	null	null	null
1,732,597,500,000	0.000058	0.000058	0.000058	0.000058	56,199	null	null	null	null	null
1,732,597,800,000	0.000058	0.000058	0.000058	0.000058	1,427	null	null	null	null	null
1,732,598,100,000	0.000058	0.000059	0.000058	0.000058	2,124	null	null	null	null	null
1,732,598,400,000	0.000058	0.000058	0.000058	0.000058	541	null	null	null	null	null
1,732,598,700,000	0.000058	0.000058	0.000058	0.000058	1,608	null	null	null	null	null
1,732,599,000,000	0.000058	0.000058	0.000058	0.000058	1,323	null	null	null	null	null
1,732,599,300,000	0.000059	0.000059	0.000059	0.000059	7,883	null	null	null	null	null
1,732,599,600,000	0.000059	0.000059	0.000058	0.000058	2,049	null	null	null	null	null
1,732,599,900,000	0.000059	0.000059	0.000058	0.000059	1,141	null	null	null	null	null
1,732,600,200,000	0.000059	0.000059	0.000058	0.000058	23,023	null	null	null	null	null
1,732,600,500,000	0.000058	0.000058	0.000058	0.000058	19,270	null	null	null	null	null
1,732,600,800,000	0.000058	0.000058	0.000058	0.000058	11,323	null	null	null	null	null
1,732,601,100,000	0.000058	0.000058	0.000058	0.000058	22,038	null	null	null	null	null
1,732,601,400,000	0.000058	0.000059	0.000058	0.000059	4,342	null	null	null	null	null
1,732,601,700,000	0.000059	0.000059	0.000059	0.000059	3,230	null	null	null	null	null
1,732,602,000,000	0.000059	0.000059	0.000059	0.000059	220	null	null	null	null	null
1,732,602,300,000	0.000058	0.000058	0.000058	0.000058	1,122	null	null	null	null	null
1,732,602,600,000	0.000058	0.000058	0.000058	0.000058	14,169	null	null	null	null	null
1,732,602,900,000	0.000058	0.000058	0.000058	0.000058	4,528	null	null	null	null	null
1,732,603,200,000	0.000058	0.000058	0.000058	0.000058	1,019	null	null	null	null	null
1,732,603,500,000	0.000058	0.000058	0.000058	0.000058	11,822	null	null	null	null	null
1,732,603,800,000	0.000058	0.000058	0.000058	0.000058	392	null	null	null	null	null
1,732,604,100,000	0.000058	0.000058	0.000058	0.000058	27,751	null	null	null	null	null
1,732,604,400,000	0.000059	0.000059	0.000059	0.000059	10,436	null	null	null	null	null
1,732,604,700,000	0.000059	0.000059	0.000058	0.000059	121,615	null	null	null	null	null
1,732,605,000,000	0.000059	0.000059	0.000058	0.000058	30,430	null	null	null	null	null
1,732,605,300,000	0.000058	0.000059	0.000058	0.000058	32,189	null	null	null	null	null
1,732,605,600,000	0.000058	0.000058	0.000058	0.000058	12,092	null	null	null	null	null
1,732,605,900,000	0.000058	0.000058	0.000058	0.000058	2,503	null	null	null	null	null
1,732,606,200,000	0.000058	0.000058	0.000058	0.000058	4,389	null	null	null	null	null
1,732,606,500,000	0.000058	0.000058	0.000058	0.000058	6,931	null	null	null	null	null
1,732,606,800,000	0.000058	0.000058	0.000058	0.000058	1,763	null	null	null	null	null
1,732,607,100,000	0.000058	0.000058	0.000058	0.000058	2,727	null	null	null	null	null
1,732,607,400,000	0.000058	0.000058	0.000058	0.000058	1,675	null	null	null	null	null
1,732,607,700,000	0.000058	0.000058	0.000058	0.000058	32,520	null	null	null	null	null
1,732,608,000,000	0.000058	0.000058	0.000058	0.000058	8,877	null	null	null	null	null
1,732,608,300,000	0.000058	0.000058	0.000058	0.000058	5,142	null	null	null	null	null
1,732,608,600,000	0.000058	0.000059	0.000058	0.000059	17,784	null	null	null	null	null
1,732,608,900,000	0.000058	0.000059	0.000058	0.000058	52,953	null	null	null	null	null

End of preview. Expand in Data Studio

Trading bot Backtesting CSVs

Gunbot ⇄ Trading Bot backtests (pair-level candle & matched order data)
Created with Gunbot on Binance spot.

Dataset structure

column	type	description
ts	int64	candle Unix ms timestamp
open/high/low/close	float	OHLC price values
volume	float	traded volume in base currency
order_type	str	`buy`, `sell`, or empty (no order)
order_rate	float	executed rate
order_amount	float	amount traded
order_id	int64	exchange order id
pnl	float	PnL from that filled order
… static cols	…	fee_pct, duration_days, sharpe_ratio …

Each backtest lives in its own CSV: id.csv.

Intended uses

Sequence-model research on candle ↔ order dynamics
Synthetic-trade PnL prediction, execution-timing experiments

If you publish work that uses this dataset, please cite 💚.

License

CC-BY-4.0 — free for academic & commercial use with attribution to Gunbot.

Based on data from Gunbot – self hosted trading bot for crypto, stocks and ETFs

Downloads last month: 22

Size of downloaded dataset files:

301 MB

Size of the auto-converted Parquet files:

149 MB

Number of rows:

4,933,449