Datasets:

jalvart
/

bnb-tick-level-trade-data-free-sample

trade_id int64 1.18B 1.19B	price float64 991 1.19k	qty float64 0 2k	quote_qty float64 0.71 2.34M	time int64 1,759B 1,760B	is_buyer_maker bool 2 classes	is_best_match bool 1 class
1,179,634,934	993.01	3.171	3,148.83471	1,759,104,000,521	false	true
1,179,634,935	993.01	1.53	1,519.3053	1,759,104,000,521	false	true
1,179,634,936	993.01	3.901	3,873.73201	1,759,104,000,521	false	true
1,179,634,937	993.01	4.58	4,547.9858	1,759,104,000,521	false	true
1,179,634,938	993.01	1.57	1,559.0257	1,759,104,000,521	false	true
1,179,634,939	993.01	0.514	510.40714	1,759,104,000,521	false	true
1,179,634,940	993.01	0.201	199.59501	1,759,104,000,521	false	true
1,179,634,941	993.01	0.006	5.95806	1,759,104,000,521	false	true
1,179,634,942	993.01	0.006	5.95806	1,759,104,000,521	false	true
1,179,634,943	993.01	5.811	5,770.38111	1,759,104,000,521	false	true
1,179,634,944	993.01	0.006	5.95806	1,759,104,000,521	false	true
1,179,634,945	993.01	0.707	702.05807	1,759,104,000,521	false	true
1,179,634,946	993.01	0.006	5.95806	1,759,104,000,521	false	true
1,179,634,947	993.01	0.13	129.0913	1,759,104,000,521	false	true
1,179,634,948	993.01	2.547	2,529.19647	1,759,104,000,521	false	true
1,179,634,949	993.01	0.006	5.95806	1,759,104,000,521	false	true
1,179,634,950	993.01	0.006	5.95806	1,759,104,000,521	false	true
1,179,634,951	993.01	0.006	5.95806	1,759,104,000,521	false	true
1,179,634,952	993.01	0.006	5.95806	1,759,104,000,521	false	true
1,179,634,953	993.01	0.006	5.95806	1,759,104,000,521	false	true
1,179,634,954	993.01	0.514	510.40714	1,759,104,000,521	false	true
1,179,634,955	993.01	0.006	5.95806	1,759,104,000,521	false	true
1,179,634,956	993.01	0.05	49.6505	1,759,104,000,521	false	true
1,179,634,957	993.01	0.638	633.54038	1,759,104,000,521	false	true
1,179,634,958	993.01	0.006	5.95806	1,759,104,000,521	false	true
1,179,634,959	993.01	0.006	5.95806	1,759,104,000,521	false	true
1,179,634,960	993.02	5.811	5,770.43922	1,759,104,000,521	false	true
1,179,634,961	993.02	0.006	5.95812	1,759,104,000,521	false	true
1,179,634,962	993.02	0.011	10.92322	1,759,104,000,521	false	true
1,179,634,963	993.02	0.006	5.95812	1,759,104,000,521	false	true
1,179,634,964	993.03	3.617	3,591.78951	1,759,104,000,521	false	true
1,179,634,965	993.03	0.049	48.65847	1,759,104,000,521	false	true
1,179,634,966	993.03	0.011	10.92333	1,759,104,000,521	false	true
1,179,634,967	993.04	0.006	5.95824	1,759,104,000,521	false	true
1,179,634,968	993.04	5.811	5,770.55544	1,759,104,000,521	false	true
1,179,634,969	993.04	0.006	5.95824	1,759,104,000,521	false	true
1,179,634,970	993.05	5.811	5,770.61355	1,759,104,000,521	false	true
1,179,634,971	993.05	3.753	3,726.91665	1,759,104,000,521	false	true
1,179,634,972	993.05	0.006	5.9583	1,759,104,000,521	false	true
1,179,634,973	993.05	10.212	10,141.0266	1,759,104,000,521	false	true
1,179,634,974	993.06	0.8	794.448	1,759,104,000,521	false	true
1,179,634,975	993.06	1.579	1,568.04174	1,759,104,000,521	false	true
1,179,634,976	993.06	5.811	5,770.67166	1,759,104,000,521	false	true
1,179,634,977	993.07	5.811	5,770.72977	1,759,104,000,521	false	true
1,179,634,978	993.07	3.021	3,000.06447	1,759,104,000,521	false	true
1,179,634,979	993.08	1.579	1,568.07332	1,759,104,000,521	false	true
1,179,634,980	993.08	1.541	1,530.33628	1,759,104,000,521	false	true
1,179,634,981	993.08	0.8	794.464	1,759,104,000,521	false	true
1,179,634,982	993.08	5.811	5,770.78788	1,759,104,000,521	false	true
1,179,634,983	993.08	0.006	5.95848	1,759,104,000,521	false	true
1,179,634,984	993.08	0.189	187.69212	1,759,104,000,521	false	true
1,179,634,985	993.08	0.006	5.95848	1,759,104,000,727	false	true
1,179,634,986	993.08	0.004	3.97232	1,759,104,000,727	false	true
1,179,634,987	993.08	0.01	9.9308	1,759,104,000,840	false	true
1,179,634,988	993.08	0.036	35.75088	1,759,104,000,888	false	true
1,179,634,989	993.08	0.111	110.23188	1,759,104,000,888	false	true
1,179,634,990	993.08	0.006	5.95848	1,759,104,000,888	false	true
1,179,634,991	993.08	0.006	5.95848	1,759,104,000,888	false	true
1,179,634,992	993.08	0.006	5.95848	1,759,104,000,888	false	true
1,179,634,993	993.08	0.006	5.95848	1,759,104,000,888	false	true
1,179,634,994	993.08	0.829	823.26332	1,759,104,000,888	false	true
1,179,634,995	993.08	0.01	9.9308	1,759,104,001,070	false	true
1,179,634,996	993.08	0.025	24.827	1,759,104,001,120	false	true
1,179,634,997	993.08	0.01	9.9308	1,759,104,001,142	false	true
1,179,634,998	993.08	0.01	9.9308	1,759,104,001,198	false	true
1,179,634,999	993.08	0.01	9.9308	1,759,104,001,370	false	true
1,179,635,000	993.08	0.006	5.95848	1,759,104,001,717	false	true
1,179,635,001	993.08	0.004	3.97232	1,759,104,001,717	false	true
1,179,635,002	993.07	0.201	199.60707	1,759,104,001,723	true	true
1,179,635,003	993.08	0.01	9.9308	1,759,104,001,745	false	true
1,179,635,004	993.07	0.006	5.95842	1,759,104,001,805	true	true
1,179,635,005	993.07	0.087	86.39709	1,759,104,001,805	true	true
1,179,635,006	993.07	0.006	5.95842	1,759,104,001,898	true	true
1,179,635,007	993.07	1	993.07	1,759,104,002,004	true	true
1,179,635,008	993.08	0.01	9.9308	1,759,104,002,032	false	true
1,179,635,009	993.08	0.01	9.9308	1,759,104,002,375	false	true
1,179,635,010	993.08	0.011	10.92388	1,759,104,002,377	false	true
1,179,635,011	993.08	0.006	5.95848	1,759,104,003,122	false	true
1,179,635,012	993.08	0.006	5.95848	1,759,104,003,122	false	true
1,179,635,013	993.08	0.006	5.95848	1,759,104,003,122	false	true
1,179,635,014	993.08	0.006	5.95848	1,759,104,003,122	false	true
1,179,635,015	993.08	0.015	14.8962	1,759,104,003,379	false	true
1,179,635,016	993.08	0.003	2.97924	1,759,104,003,379	false	true
1,179,635,017	993.08	0.003	2.97924	1,759,104,003,419	false	true
1,179,635,018	993.08	0.006	5.95848	1,759,104,003,419	false	true
1,179,635,019	993.08	0.001	0.99308	1,759,104,003,419	false	true
1,179,635,020	993.08	0.005	4.9654	1,759,104,004,278	false	true
1,179,635,021	993.08	0.006	5.95848	1,759,104,004,278	false	true
1,179,635,022	993.08	0.006	5.95848	1,759,104,004,278	false	true
1,179,635,023	993.08	0.022	21.84776	1,759,104,004,278	false	true
1,179,635,024	993.08	0.011	10.92388	1,759,104,004,617	false	true
1,179,635,025	993.08	0.047	46.67476	1,759,104,004,652	false	true
1,179,635,026	993.08	0.05	49.654	1,759,104,004,652	false	true
1,179,635,027	993.08	0.006	5.95848	1,759,104,004,652	false	true
1,179,635,028	993.08	0.4	397.232	1,759,104,004,652	false	true
1,179,635,029	993.08	0.01	9.9308	1,759,104,004,733	false	true
1,179,635,030	993.07	0.006	5.95842	1,759,104,005,220	true	true
1,179,635,031	993.07	0.006	5.95842	1,759,104,005,220	true	true
1,179,635,032	993.07	0.006	5.95842	1,759,104,005,220	true	true
1,179,635,033	993.07	0.006	5.95842	1,759,104,005,220	true	true

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BNB Tick-Level Trade Data — Free 1-Week Sample

Free sample of tick-level trade data for BNB/USDT, covering September 29 – October 6, 2025.

This is a 1-week excerpt from a fully audited historical dataset, part of The Glitch List — a data engineering lab based in Barcelona producing institutional-grade crypto trade datasets.

Dataset Summary

Rows in this sample: 12,914,123 (verified)
Format: Apache Parquet (ZSTD compressed)
Period: September 29 – October 6, 2025
Schema: 7 columns — trade_id, price, qty, quote_qty, time, is_buyer_maker, is_best_match
Quality: Row-by-row audited — no interpolated or synthetic data. Timestamp normalization applied and documented.

Quick Start

import pandas as pd
df = pd.read_parquet("data/sample_BNB.parquet")
print(df.shape)
print(df.head())

Or via datasets:

from datasets import load_dataset
ds = load_dataset("jalvart/bnb-tick-level-trade-data-free-sample")

Strategy Starter Kit (Free Jupyter Notebook)

The full dataset includes a free Jupyter notebook with pre-built analysis ready to run:

VWAP (Volume Weighted Average Price) — hourly buckets
Realized volatility — rolling 24h window
Order Flow Imbalance (OFI) — buy vs sell taker pressure, tick by tick

⚠️ Order flow imbalance can only be calculated with tick-level data — it cannot be reconstructed from OHLCV candles.

Full Dataset

This sample is a 1-week excerpt from the Last Year rolling dataset — the most recent 12 months of BNB (BNB/USDT) tick-level trade data, updated every quarter.

Full dataset ($9 — rolling 12 months, updated quarterly): https://jalvart.gumroad.com/l/jjirgb

More assets and full catalog: theglitchlist.com

License

Personal research and trading bot development only. No commercial redistribution, resale, or public API deployment.

Citation

If you use this dataset, please credit The Glitch List and link to theglitchlist.com?utm_source=huggingface&utm_medium=referral&utm_campaign=free_sample.

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