Datasets:

SemantaAI
/

semantaai-crypto_assets

timestamp_ms int64	symbol large_string	market_type large_string	exchange_a large_string	exchange_b large_string	price_a float64	price_b float64	spread_pct float64	funding_a float64	funding_b float64	estimated_fee_cost_pct float64	estimated_transfer_cost_pct float64	estimated_net_edge_pct float64	gross_edge_pct float64	fee_cost_pct float64	spread_cost_pct float64	slippage_cost_pct float64	latency_penalty_pct float64	net_edge_pct float64	max_executable_notional float64	min_required_notional float64	execution_grade large_string	executable bool	research_only bool	reject_reason large_string
1,783,156,320,000	BTC/USDT	spot	binance	bybit	62,550.015	62,540.45	0.000153	null	null	0.002	null	-0.002049	0.000153	0.002	0.000002	0.0002	0.0002	-0.002049	null	null	C_research_cross_exchange_transfer_unknown	false	true	transfer_latency_and_inventory_constraints_unknown
1,783,156,320,000	BTC/USDT:USDT	perp	binance	bybit	null	62,512.35	null	null	null	0.0011	0	null	null	0.0011	null	0.0002	0.0002	null	null	null	C_research_cross_exchange_transfer_unknown	false	true	transfer_latency_and_inventory_constraints_unknown
1,783,156,320,000	ETH/USDT	spot	binance	bybit	1,761.715	1,761.465	0.000142	null	null	0.002	null	-0.002069	0.000142	0.002	0.000011	0.0002	0.0002	-0.002069	null	null	C_research_cross_exchange_transfer_unknown	false	true	transfer_latency_and_inventory_constraints_unknown
1,783,156,320,000	ETH/USDT:USDT	perp	binance	bybit	null	1,760.435	null	null	null	0.0011	0	null	null	0.0011	null	0.0002	0.0002	null	null	null	C_research_cross_exchange_transfer_unknown	false	true	transfer_latency_and_inventory_constraints_unknown
1,783,156,320,000	BNB/USDT	spot	binance	bybit	574.035	573.85	0.000322	null	null	0.002	null	-0.002069	0.000322	0.002	0.000192	0.0002	0.0002	-0.002069	null	null	C_research_cross_exchange_transfer_unknown	false	true	transfer_latency_and_inventory_constraints_unknown
1,783,156,320,000	BNB/USDT:USDT	perp	binance	bybit	null	573.45	null	null	null	0.0011	0	null	null	0.0011	null	0.0002	0.0002	null	null	null	C_research_cross_exchange_transfer_unknown	false	true	transfer_latency_and_inventory_constraints_unknown
1,783,156,320,000	SOL/USDT	spot	binance	bybit	82.125	82.145	-0.000243	null	null	0.002	null	-0.0022	0.000243	0.002	0.000244	0.0002	0.0002	-0.0022	null	null	C_research_cross_exchange_transfer_unknown	false	true	transfer_latency_and_inventory_constraints_unknown
1,783,156,320,000	SOL/USDT:USDT	perp	binance	bybit	null	82.115	null	null	null	0.0011	0	null	null	0.0011	null	0.0002	0.0002	null	null	null	C_research_cross_exchange_transfer_unknown	false	true	transfer_latency_and_inventory_constraints_unknown
1,783,156,320,000	XRP/USDT	spot	binance	bybit	1.14355	1.14315	0.00035	null	null	0.002	null	-0.002025	0.00035	0.002	0.000175	0.0002	0.0002	-0.002025	null	null	C_research_cross_exchange_transfer_unknown	false	true	transfer_latency_and_inventory_constraints_unknown
1,783,156,320,000	XRP/USDT:USDT	perp	binance	bybit	null	1.14255	null	null	null	0.0011	0	null	null	0.0011	null	0.0002	0.0002	null	null	null	C_research_cross_exchange_transfer_unknown	false	true	transfer_latency_and_inventory_constraints_unknown
1,585,132,500,000	BTC/USDT:USDT	perp	binance	bybit	6,675.9	6,500	0.0267	null	null	0.002	null	0.0247	0.0267	0.002	null	null	null	0.0247	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,132,800,000	BTC/USDT:USDT	perp	binance	bybit	6,598.35	6,500	0.015017	null	null	0.002	null	0.013017	0.015017	0.002	null	null	null	0.013017	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,133,100,000	BTC/USDT:USDT	perp	binance	bybit	6,626.04	6,500	0.019205	null	null	0.002	null	0.017205	0.019205	0.002	null	null	null	0.017205	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,133,400,000	BTC/USDT:USDT	perp	binance	bybit	6,548	6,588	-0.00609	null	null	0.002	null	0.00409	0.00609	0.002	null	null	null	0.00409	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,133,700,000	BTC/USDT:USDT	perp	binance	bybit	6,594.24	6,591.5	0.000416	null	null	0.002	null	-0.001584	0.000416	0.002	null	null	null	-0.001584	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,134,000,000	BTC/USDT:USDT	perp	binance	bybit	6,606.65	6,606.5	0.000023	null	null	0.002	null	-0.001977	0.000023	0.002	null	null	null	-0.001977	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,134,300,000	BTC/USDT:USDT	perp	binance	bybit	6,609.32	6,606.5	0.000427	null	null	0.002	null	-0.001573	0.000427	0.002	null	null	null	-0.001573	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,134,600,000	BTC/USDT:USDT	perp	binance	bybit	6,583.18	6,590.5	-0.001111	null	null	0.002	null	-0.000889	0.001111	0.002	null	null	null	-0.000889	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,134,900,000	BTC/USDT:USDT	perp	binance	bybit	6,609.54	6,610	-0.00007	null	null	0.002	null	-0.00193	0.00007	0.002	null	null	null	-0.00193	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,135,200,000	BTC/USDT:USDT	perp	binance	bybit	6,612.07	6,613	-0.000141	null	null	0.002	null	-0.001859	0.000141	0.002	null	null	null	-0.001859	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,135,500,000	BTC/USDT:USDT	perp	binance	bybit	6,613.26	6,618	-0.000716	null	null	0.002	null	-0.001284	0.000716	0.002	null	null	null	-0.001284	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,135,800,000	BTC/USDT:USDT	perp	binance	bybit	6,568.87	6,576	-0.001085	null	null	0.002	null	-0.000915	0.001085	0.002	null	null	null	-0.000915	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,136,100,000	BTC/USDT:USDT	perp	binance	bybit	6,481.12	6,522.5	-0.006364	null	null	0.002	null	0.004364	0.006364	0.002	null	null	null	0.004364	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,136,400,000	BTC/USDT:USDT	perp	binance	bybit	6,497.12	6,499.5	-0.000366	null	null	0.002	null	-0.001634	0.000366	0.002	null	null	null	-0.001634	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,136,700,000	BTC/USDT:USDT	perp	binance	bybit	6,505.52	6,504.5	0.000157	null	null	0.002	null	-0.001843	0.000157	0.002	null	null	null	-0.001843	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,137,000,000	BTC/USDT:USDT	perp	binance	bybit	6,519.11	6,518	0.00017	null	null	0.002	null	-0.00183	0.00017	0.002	null	null	null	-0.00183	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,137,300,000	BTC/USDT:USDT	perp	binance	bybit	6,516.58	6,511.5	0.00078	null	null	0.002	null	-0.00122	0.00078	0.002	null	null	null	-0.00122	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,137,600,000	BTC/USDT:USDT	perp	binance	bybit	6,549.01	6,553	-0.000609	null	null	0.002	null	-0.001391	0.000609	0.002	null	null	null	-0.001391	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,137,900,000	BTC/USDT:USDT	perp	binance	bybit	6,546.43	6,548	-0.00024	null	null	0.002	null	-0.00176	0.00024	0.002	null	null	null	-0.00176	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,138,200,000	BTC/USDT:USDT	perp	binance	bybit	6,531.05	6,531.5	-0.000069	null	null	0.002	null	-0.001931	0.000069	0.002	null	null	null	-0.001931	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,138,500,000	BTC/USDT:USDT	perp	binance	bybit	6,551.65	6,550.5	0.000176	null	null	0.002	null	-0.001824	0.000176	0.002	null	null	null	-0.001824	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,138,800,000	BTC/USDT:USDT	perp	binance	bybit	6,549.83	6,549	0.000127	null	null	0.002	null	-0.001873	0.000127	0.002	null	null	null	-0.001873	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,139,100,000	BTC/USDT:USDT	perp	binance	bybit	6,518.9	6,519.5	-0.000092	null	null	0.002	null	-0.001908	0.000092	0.002	null	null	null	-0.001908	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,139,400,000	BTC/USDT:USDT	perp	binance	bybit	6,526.11	6,526	0.000017	null	null	0.002	null	-0.001983	0.000017	0.002	null	null	null	-0.001983	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,139,700,000	BTC/USDT:USDT	perp	binance	bybit	6,538.61	6,538	0.000093	null	null	0.002	null	-0.001907	0.000093	0.002	null	null	null	-0.001907	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,140,000,000	BTC/USDT:USDT	perp	binance	bybit	6,546.12	6,548.5	-0.000364	null	null	0.002	null	-0.001636	0.000364	0.002	null	null	null	-0.001636	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,140,300,000	BTC/USDT:USDT	perp	binance	bybit	6,537.72	6,536.5	0.000187	null	null	0.002	null	-0.001813	0.000187	0.002	null	null	null	-0.001813	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,140,600,000	BTC/USDT:USDT	perp	binance	bybit	6,576.23	6,576	0.000035	null	null	0.002	null	-0.001965	0.000035	0.002	null	null	null	-0.001965	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,140,900,000	BTC/USDT:USDT	perp	binance	bybit	6,585.51	6,583.5	0.000305	null	null	0.002	null	-0.001695	0.000305	0.002	null	null	null	-0.001695	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,141,200,000	BTC/USDT:USDT	perp	binance	bybit	6,565.75	6,565.5	0.000038	null	null	0.002	null	-0.001962	0.000038	0.002	null	null	null	-0.001962	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,141,500,000	BTC/USDT:USDT	perp	binance	bybit	6,584.22	6,584	0.000033	null	null	0.002	null	-0.001967	0.000033	0.002	null	null	null	-0.001967	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,141,800,000	BTC/USDT:USDT	perp	binance	bybit	6,612.67	6,611.5	0.000177	null	null	0.002	null	-0.001823	0.000177	0.002	null	null	null	-0.001823	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,142,100,000	BTC/USDT:USDT	perp	binance	bybit	6,603.56	6,604	-0.000067	null	null	0.002	null	-0.001933	0.000067	0.002	null	null	null	-0.001933	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,142,400,000	BTC/USDT:USDT	perp	binance	bybit	6,581.14	6,581.5	-0.000055	null	null	0.002	null	-0.001945	0.000055	0.002	null	null	null	-0.001945	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,142,700,000	BTC/USDT:USDT	perp	binance	bybit	6,598.33	6,598	0.00005	null	null	0.002	null	-0.00195	0.00005	0.002	null	null	null	-0.00195	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,143,000,000	BTC/USDT:USDT	perp	binance	bybit	6,656.27	6,574	0.012437	null	null	0.002	null	0.010437	0.012437	0.002	null	null	null	0.010437	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,143,300,000	BTC/USDT:USDT	perp	binance	bybit	6,768	6,574	0.029081	null	null	0.002	null	0.027081	0.029081	0.002	null	null	null	0.027081	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,143,600,000	BTC/USDT:USDT	perp	binance	bybit	6,693.65	6,697	-0.0005	null	null	0.002	null	-0.0015	0.0005	0.002	null	null	null	-0.0015	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,143,900,000	BTC/USDT:USDT	perp	binance	bybit	6,692.96	6,697	-0.000603	null	null	0.002	null	-0.001397	0.000603	0.002	null	null	null	-0.001397	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,144,200,000	BTC/USDT:USDT	perp	binance	bybit	6,626.66	6,627	-0.000051	null	null	0.002	null	-0.001949	0.000051	0.002	null	null	null	-0.001949	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,144,500,000	BTC/USDT:USDT	perp	binance	bybit	6,571.23	6,585	-0.002093	null	null	0.002	null	0.000093	0.002093	0.002	null	null	null	0.000093	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,144,800,000	BTC/USDT:USDT	perp	binance	bybit	6,538.72	6,542	-0.000502	null	null	0.002	null	-0.001498	0.000502	0.002	null	null	null	-0.001498	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,145,100,000	BTC/USDT:USDT	perp	binance	bybit	6,582.14	6,574	0.001237	null	null	0.002	null	-0.000763	0.001237	0.002	null	null	null	-0.000763	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,145,400,000	BTC/USDT:USDT	perp	binance	bybit	6,574.01	6,560.5	0.002057	null	null	0.002	null	0.000057	0.002057	0.002	null	null	null	0.000057	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,145,700,000	BTC/USDT:USDT	perp	binance	bybit	6,587.65	6,587	0.000099	null	null	0.002	null	-0.001901	0.000099	0.002	null	null	null	-0.001901	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,146,000,000	BTC/USDT:USDT	perp	binance	bybit	6,593.22	6,594	-0.000118	null	null	0.002	null	-0.001882	0.000118	0.002	null	null	null	-0.001882	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,146,300,000	BTC/USDT:USDT	perp	binance	bybit	6,601.64	6,591	0.001613	null	null	0.002	null	-0.000387	0.001613	0.002	null	null	null	-0.000387	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,146,600,000	BTC/USDT:USDT	perp	binance	bybit	6,627.39	6,629	-0.000243	null	null	0.002	null	-0.001757	0.000243	0.002	null	null	null	-0.001757	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,146,900,000	BTC/USDT:USDT	perp	binance	bybit	6,640.82	6,633	0.001178	null	null	0.002	null	-0.000822	0.001178	0.002	null	null	null	-0.000822	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,147,200,000	BTC/USDT:USDT	perp	binance	bybit	6,590.86	6,598.5	-0.001159	null	null	0.002	null	-0.000841	0.001159	0.002	null	null	null	-0.000841	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,147,500,000	BTC/USDT:USDT	perp	binance	bybit	6,577.96	6,583.5	-0.000842	null	null	0.002	null	-0.001158	0.000842	0.002	null	null	null	-0.001158	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,147,800,000	BTC/USDT:USDT	perp	binance	bybit	6,599.73	6,604	-0.000647	null	null	0.002	null	-0.001353	0.000647	0.002	null	null	null	-0.001353	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,148,100,000	BTC/USDT:USDT	perp	binance	bybit	6,624.79	6,590	0.005265	null	null	0.002	null	0.003265	0.005265	0.002	null	null	null	0.003265	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,148,400,000	BTC/USDT:USDT	perp	binance	bybit	6,623.4	6,620	0.000513	null	null	0.002	null	-0.001487	0.000513	0.002	null	null	null	-0.001487	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,148,700,000	BTC/USDT:USDT	perp	binance	bybit	6,657.52	6,655.5	0.000303	null	null	0.002	null	-0.001697	0.000303	0.002	null	null	null	-0.001697	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,149,000,000	BTC/USDT:USDT	perp	binance	bybit	6,638.16	6,632	0.000928	null	null	0.002	null	-0.001072	0.000928	0.002	null	null	null	-0.001072	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,149,300,000	BTC/USDT:USDT	perp	binance	bybit	6,638.11	6,632	0.000921	null	null	0.002	null	-0.001079	0.000921	0.002	null	null	null	-0.001079	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,149,600,000	BTC/USDT:USDT	perp	binance	bybit	6,648.63	6,642	0.000998	null	null	0.002	null	-0.001002	0.000998	0.002	null	null	null	-0.001002	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,149,900,000	BTC/USDT:USDT	perp	binance	bybit	6,653.67	6,641	0.001906	null	null	0.002	null	-0.000094	0.001906	0.002	null	null	null	-0.000094	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,150,200,000	BTC/USDT:USDT	perp	binance	bybit	6,643.59	6,636	0.001143	null	null	0.002	null	-0.000857	0.001143	0.002	null	null	null	-0.000857	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,150,500,000	BTC/USDT:USDT	perp	binance	bybit	6,623.81	6,642	-0.002742	null	null	0.002	null	0.000742	0.002742	0.002	null	null	null	0.000742	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,150,800,000	BTC/USDT:USDT	perp	binance	bybit	6,616.71	6,613	0.000561	null	null	0.002	null	-0.001439	0.000561	0.002	null	null	null	-0.001439	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,151,100,000	BTC/USDT:USDT	perp	binance	bybit	6,640.72	6,632	0.001314	null	null	0.002	null	-0.000686	0.001314	0.002	null	null	null	-0.000686	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,151,400,000	BTC/USDT:USDT	perp	binance	bybit	6,597.25	6,599	-0.000265	null	null	0.002	null	-0.001735	0.000265	0.002	null	null	null	-0.001735	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,151,700,000	BTC/USDT:USDT	perp	binance	bybit	6,611.6	6,615	-0.000514	null	null	0.002	null	-0.001486	0.000514	0.002	null	null	null	-0.001486	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,152,000,000	BTC/USDT:USDT	perp	binance	bybit	6,639.92	6,638	0.000289	null	null	0.002	null	-0.001711	0.000289	0.002	null	null	null	-0.001711	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,152,300,000	BTC/USDT:USDT	perp	binance	bybit	6,613.62	6,601.5	0.001834	null	null	0.002	null	-0.000166	0.001834	0.002	null	null	null	-0.000166	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,152,600,000	BTC/USDT:USDT	perp	binance	bybit	6,635.67	6,626.5	0.001383	null	null	0.002	null	-0.000617	0.001383	0.002	null	null	null	-0.000617	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,152,900,000	BTC/USDT:USDT	perp	binance	bybit	6,636.94	6,639	-0.00031	null	null	0.002	null	-0.00169	0.00031	0.002	null	null	null	-0.00169	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,153,200,000	BTC/USDT:USDT	perp	binance	bybit	6,657	6,643	0.002105	null	null	0.002	null	0.000105	0.002105	0.002	null	null	null	0.000105	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,153,500,000	BTC/USDT:USDT	perp	binance	bybit	6,675.78	6,691	-0.002277	null	null	0.002	null	0.000277	0.002277	0.002	null	null	null	0.000277	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,153,800,000	BTC/USDT:USDT	perp	binance	bybit	6,670.98	6,666.5	0.000672	null	null	0.002	null	-0.001328	0.000672	0.002	null	null	null	-0.001328	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,154,100,000	BTC/USDT:USDT	perp	binance	bybit	6,682.57	6,681.5	0.00016	null	null	0.002	null	-0.00184	0.00016	0.002	null	null	null	-0.00184	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,154,400,000	BTC/USDT:USDT	perp	binance	bybit	6,689.33	6,686	0.000498	null	null	0.002	null	-0.001502	0.000498	0.002	null	null	null	-0.001502	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,154,700,000	BTC/USDT:USDT	perp	binance	bybit	6,670.72	6,678	-0.001091	null	null	0.002	null	-0.000909	0.001091	0.002	null	null	null	-0.000909	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,155,000,000	BTC/USDT:USDT	perp	binance	bybit	6,659.12	6,669	-0.001483	null	null	0.002	null	-0.000517	0.001483	0.002	null	null	null	-0.000517	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,155,300,000	BTC/USDT:USDT	perp	binance	bybit	6,661.6	6,664.5	-0.000435	null	null	0.002	null	-0.001565	0.000435	0.002	null	null	null	-0.001565	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,155,600,000	BTC/USDT:USDT	perp	binance	bybit	6,656.3	6,651	0.000797	null	null	0.002	null	-0.001203	0.000797	0.002	null	null	null	-0.001203	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,155,900,000	BTC/USDT:USDT	perp	binance	bybit	6,676.34	6,663	0.002	null	null	0.002	null	0	0.002	0.002	null	null	null	0	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,156,200,000	BTC/USDT:USDT	perp	binance	bybit	6,668.02	6,668	0.000003	null	null	0.002	null	-0.001997	0.000003	0.002	null	null	null	-0.001997	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,156,500,000	BTC/USDT:USDT	perp	binance	bybit	6,656.09	6,660.5	-0.000662	null	null	0.002	null	-0.001338	0.000662	0.002	null	null	null	-0.001338	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,156,800,000	BTC/USDT:USDT	perp	binance	bybit	6,661.41	6,660.5	0.000137	null	null	0.002	null	-0.001863	0.000137	0.002	null	null	null	-0.001863	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,157,100,000	BTC/USDT:USDT	perp	binance	bybit	6,655.92	6,659	-0.000463	null	null	0.002	null	-0.001537	0.000463	0.002	null	null	null	-0.001537	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,157,400,000	BTC/USDT:USDT	perp	binance	bybit	6,638.52	6,650	-0.001728	null	null	0.002	null	-0.000272	0.001728	0.002	null	null	null	-0.000272	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,157,700,000	BTC/USDT:USDT	perp	binance	bybit	6,644.88	6,653.5	-0.001296	null	null	0.002	null	-0.000704	0.001296	0.002	null	null	null	-0.000704	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,158,000,000	BTC/USDT:USDT	perp	binance	bybit	6,664.49	6,661.5	0.000449	null	null	0.002	null	-0.001551	0.000449	0.002	null	null	null	-0.001551	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,158,300,000	BTC/USDT:USDT	perp	binance	bybit	6,659.69	6,664	-0.000647	null	null	0.002	null	-0.001353	0.000647	0.002	null	null	null	-0.001353	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,158,600,000	BTC/USDT:USDT	perp	binance	bybit	6,638.51	6,664	-0.003832	null	null	0.002	null	0.001832	0.003832	0.002	null	null	null	0.001832	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,158,900,000	BTC/USDT:USDT	perp	binance	bybit	6,636.93	6,650	-0.001967	null	null	0.002	null	-0.000033	0.001967	0.002	null	null	null	-0.000033	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints
1,585,159,200,000	BTC/USDT:USDT	perp	binance	bybit	6,600	6,608	-0.001211	null	null	0.002	null	-0.000789	0.001211	0.002	null	null	null	-0.000789	null	null	research_only_missing_bid_ask_depth	false	true	missing_bid_ask_depth_or_transfer_constraints

End of preview. Expand in Data Studio

semantaai-crypto_assets

Semanta AI / EML crypto market dataset for directional ML forecasting, walk-forward research, scalp/MHFT research, and research-only arbitrage analysis.

Current Status

Latest partitioned update UTC: 2026-07-03T20:36:45.579155+00:00
Partition window: 2026-07-01T00:00:00+00:00 to latest closed candle at update time
Canonical routine update standard: partitioned_incremental
Raw partition files: 495
Gold partition files: 495
Partitioned rows in latest update: 194800
Partitioned raw/gold parity: true
Partitioned duplicate timestamps: 0
Partitioned OHLC violations: 0
Partitioned missing candles inside written partitions: 0

Data Layers

Canonical incremental layers:

eml/raw/ohlcv_partitioned/: exchange-native cleaned OHLCV partitions by exchange, market type, timeframe, symbol, year, and month.
eml/gold/ohlcv_partitioned/: normalized EML-ready OHLCV partitions with UTC datetime, exchange, market type, symbol, base/quote, timeframe, closed-candle flag, and quality flags.

Legacy full snapshot layers, kept for backward compatibility:

eml/raw/ohlcv/
eml/gold/ohlcv/

Execution/research layers:

eml/raw/book_ticker/
eml/gold/book_ticker/
eml/raw/orderbook_l2/
eml/gold/orderbook_l2_aggregated/
eml/gold/tradeflow/
eml/gold/derivatives/
eml/gold/arbitrage/
eml/metadata/
eml/reports/

Coverage

Primary exchanges:

Binance
Bybit

Markets:

spot
USDT perpetual futures where available

Required timeframes:

1m for top-5 assets
5m, 15m, 1h, 4h, 1d for top assets and available triangle/cross pairs

Important Reports

eml/reports/final_audit_report.json
eml/reports/dataset_manifest.json
eml/reports/partitioned_incremental_update_report.json
eml/reports/data_quality_report.json
eml/reports/arbitrage_coverage_report.json
eml/reports/arbitrage_execution_readiness_report.json
eml/UPDATE_STRATEGY.md

EML Readiness

The latest final_audit_report.json marks:

EML walk-forward ready: true
Research arbitrage ready: true
Execution-grade arbitrage ready: false

Execution-grade arbitrage remains marked false because true execution-grade claims require deeper historical bid/ask, L2 depth, fees, constraints, slippage, latency assumptions, and executable size validation. Current arbitrage outputs are research-only unless explicitly marked executable.

Leakage Policy

Feature/gold layers use only past and present information.
Future-derived labels must stay in label-specific layers.
No incomplete higher-timeframe candles should be marked as closed.
Timestamps are UTC.

Update Policy

Routine updates must write only current partitions under eml/raw/ohlcv_partitioned and eml/gold/ohlcv_partitioned. Do not download and rewrite full historical parquet files for routine updates.

See eml/UPDATE_STRATEGY.md for the canonical update method.

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