Datasets:

mdnh
/

hourly-stock-data-2023

Dataset card Data Studio Files Files and versions

Split (1)

train · 11.2k rows

timestamp string	symbol string	open float64	high float64	low float64	close float64	volume int64	sma_10 float64	sma_50 float64	ema_20 float64	rsi_14 float64	macd float64	macd_signal float64	macd_hist float64	volatility_20 float64	target_up_next int64
2023-02-01 14:00:00	AAPL	144.2	144.36	142.59	143.19	7,353,957	138.674	131.4916	136.397262	90.470723	3.722758	2.339254	1.383504	0.103111	0
2023-02-01 15:00:00	AAPL	143.19	143.4	142.35	142.59	8,928,616	139.858	131.8454	136.987047	88.489613	3.739616	2.619326	1.12029	0.103507	0
2023-02-01 16:00:00	AAPL	142.59	143.02	142.25	142.34	5,357,477	141.022	132.1642	137.496852	86.635677	3.690265	2.833514	0.856751	0.103424	0
2023-02-01 17:00:00	AAPL	142.34	142.44	141.72	142.19	6,274,954	142.169	132.492	137.943818	85.477178	3.597579	2.986327	0.611252	0.103302	1
2023-02-01 18:00:00	AAPL	142.18	142.71	141.84	142.48	4,964,269	143.342	132.7934	138.375836	86.225088	3.507097	3.090481	0.416616	0.103257	1
2023-02-01 19:00:00	AAPL	142.45	145.17	141.32	144.35	15,002,706	143.369	133.1228	138.944804	87.15847	3.545414	3.181468	0.363946	0.103492	1
2023-02-01 20:00:00	AAPL	144.37	146.61	144.33	145.46	18,631,415	143.522	133.4728	139.565299	88.119835	3.623578	3.26989	0.353688	0.102675	1
2023-02-01 21:00:00	AAPL	145.43	146.25	144.71	145.69	3,496,733	143.681	133.8098	140.148604	88.247317	3.66187	3.348286	0.313585	0.102466	1
2023-02-01 22:00:00	AAPL	145.69	146.2	145.62	145.99	248,674	143.846	134.1326	140.704927	88.407258	3.674073	3.413443	0.26063	0.102557	0
2023-02-01 23:00:00	AAPL	145.99	146.3	145.88	146	216,019	144.028	134.4626	141.20922	64.723926	3.642561	3.459267	0.183294	0.102714	0
2023-02-02 00:00:00	AAPL	146	146.1	145.62	146.07	184,928	144.316	134.7972	141.672151	66.614907	3.581946	3.483803	0.098143	0.102636	1
2023-02-02 09:00:00	AAPL	147.14	147.49	146.56	146.98	156,985	144.755	135.1504	142.177661	70.05571	3.566228	3.500288	0.06594	0.102628	0
2023-02-02 10:00:00	AAPL	146.98	147.15	146.83	146.96	69,356	145.217	135.5026	142.633121	68.821839	3.511677	3.502565	0.009111	0.102612	0
2023-02-02 11:00:00	AAPL	147	147.09	146.7	146.94	56,473	145.692	135.8562	143.0433	70.234604	3.427323	3.487517	-0.060194	0.10263	1
2023-02-02 12:00:00	AAPL	146.95	147.7	146.7	147.69	283,749	146.213	136.2042	143.485843	84.194529	3.382005	3.466414	-0.08441	0.102452	1
2023-02-02 13:00:00	AAPL	147.66	148.38	146	148.33	1,306,440	146.611	136.5658	143.947191	93.353474	3.359012	3.444934	-0.085922	0.019432	1
2023-02-02 14:00:00	AAPL	148.33	149.51	148.06	148.59	12,870,652	146.924	136.9332	144.389364	97.134238	3.323459	3.420639	-0.09718	0.019253	1
2023-02-02 15:00:00	AAPL	148.59	150.5	148.17	150.15	14,491,673	147.37	137.3312	144.937996	99.502488	3.382175	3.412946	-0.030771	0.021195	0
2023-02-02 16:00:00	AAPL	150.16	150.44	149.57	149.76	9,616,347	147.747	137.7224	145.397234	94.717445	3.358522	3.402061	-0.043539	0.021703	1
2023-02-02 17:00:00	AAPL	149.77	150.28	149.43	149.92	8,000,514	148.139	138.0806	145.827974	93.312597	3.314481	3.384545	-0.070064	0.021498	1
2023-02-02 18:00:00	AAPL	149.93	150.99	149.9	150.96	8,973,266	148.628	138.445	146.316738	93.238994	3.325167	3.37267	-0.047503	0.019902	0
2023-02-02 19:00:00	AAPL	150.96	151.18	148.95	149.04	11,011,044	148.834	138.767	146.576096	70.807453	3.142483	3.326632	-0.184149	0.024325	1
2023-02-02 20:00:00	AAPL	149.05	150.92	148.72	150.92	17,616,037	149.23	139.1362	146.989802	75.597092	3.113515	3.284009	-0.170494	0.026032	0
2023-02-02 21:00:00	AAPL	150.82	152.08	142.3	145	12,664,367	149.036	139.4082	146.800297	46.782497	2.583086	3.143824	-0.560738	0.049561	1
2023-02-02 22:00:00	AAPL	144.9	151.51	143.95	149.88	5,158,870	149.255	139.7924	147.093602	59.361179	2.527359	3.020531	-0.493172	0.059351	0
2023-02-02 23:00:00	AAPL	149.77	149.89	145.75	145.9	1,477,970	149.012	140.1066	146.979925	47.694278	2.137403	2.843906	-0.706502	0.064957	1
2023-02-03 00:00:00	AAPL	145.85	146.22	145.17	145.99	574,180	148.752	140.4244	146.885647	47.935292	1.814704	2.638065	-0.823361	0.064532	0
2023-02-03 09:00:00	AAPL	145.45	146.24	144.8	146.05	133,878	148.342	140.7446	146.806061	48.108797	1.545983	2.419649	-0.873666	0.064518	0
2023-02-03 10:00:00	AAPL	146.01	146.2	145.65	145.78	51,706	147.944	141.0594	146.708341	45.856833	1.29629	2.194977	-0.898687	0.064519	1
2023-02-03 11:00:00	AAPL	145.77	146.93	145.51	146.71	142,239	147.623	141.3966	146.708499	46.529563	1.160077	1.987997	-0.82792	0.064831	1
2023-02-03 12:00:00	AAPL	146.71	149	146.63	148.4	1,036,523	147.367	141.762	146.869595	49.616472	1.174953	1.825388	-0.650436	0.065788	0
2023-02-03 13:00:00	AAPL	147.62	150.09	144	147.74	5,336,895	147.237	142.1068	146.95249	44.951822	1.120567	1.684424	-0.563857	0.065743	1
2023-02-03 14:00:00	AAPL	147.76	153.45	147.5	153.25	22,482,392	147.47	142.5694	147.552253	56.019317	1.504732	1.648486	-0.143753	0.075393	1
2023-02-03 15:00:00	AAPL	153.24	157.38	152.57	155.77	38,818,576	148.547	143.0898	148.334896	59.330144	1.989594	1.716707	0.272886	0.076657	0
2023-02-03 16:00:00	AAPL	155.79	157.2	155.52	155.72	17,365,798	149.131	143.6072	149.038239	57.839262	2.342809	1.841928	0.500881	0.076697	0
2023-02-03 17:00:00	AAPL	155.72	156.99	154.44	154.58	12,791,547	149.999	144.099	149.566026	59.364435	2.501906	1.973923	0.527982	0.077333	1
2023-02-03 18:00:00	AAPL	154.58	155.84	154.26	155.35	12,692,219	150.935	144.6242	150.11688	57.780119	2.659467	2.111032	0.548435	0.07738	0
2023-02-03 19:00:00	AAPL	155.35	155.69	154.4	154.68	10,070,902	151.798	145.1402	150.551463	70.8441	2.699158	2.228657	0.4705	0.07716	0
2023-02-03 20:00:00	AAPL	154.68	155.32	154.09	154.5	15,277,173	152.67	145.6356	150.927514	62.473002	2.685136	2.319953	0.365183	0.07709	0
2023-02-03 21:00:00	AAPL	154.5	154.77	154.11	154.44	3,682,097	153.443	146.12	151.262037	79.246575	2.638764	2.383715	0.255049	0.077117	0
2023-02-03 22:00:00	AAPL	154.43	154.5	154.03	154.2	155,453	154.023	146.6016	151.541843	77.830508	2.553216	2.417615	0.135601	0.076968	1
2023-02-03 23:00:00	AAPL	154.15	154.35	154.05	154.28	49,726	154.677	147.0722	151.80262	77.860528	2.463476	2.426787	0.036689	0.075574	1
2023-02-04 00:00:00	AAPL	154.29	154.39	154.25	154.39	39,258	154.791	147.546	152.049037	79.466119	2.373869	2.416204	-0.042335	0.074724	0
2023-02-06 09:00:00	AAPL	153.51	153.51	152.87	152.96	118,275	154.51	147.9908	152.135795	70.681668	2.162537	2.36547	-0.202934	0.062666	0
2023-02-06 10:00:00	AAPL	153.03	153.04	152.65	152.93	62,859	154.231	148.4344	152.211434	66.840149	1.969926	2.286361	-0.316436	0.053588	0
2023-02-06 11:00:00	AAPL	152.84	152.93	152.5	152.7	71,538	154.043	148.6068	152.257964	69.047619	1.778223	2.184734	-0.406511	0.045189	1
2023-02-06 12:00:00	AAPL	152.85	153.24	152.6	152.97	269,014	153.805	148.7876	152.325777	48.200514	1.629302	2.073647	-0.444345	0.045158	0
2023-02-06 13:00:00	AAPL	152.97	154.11	152.55	152.87	541,086	153.624	148.963	152.377608	22.947761	1.486081	1.956134	-0.470053	0.04522	0
2023-02-06 14:00:00	AAPL	152.89	153.24	151.71	152.48	13,369,271	153.422	149.1258	152.387359	21.578947	1.325825	1.830072	-0.504247	0.045293	0
2023-02-06 15:00:00	AAPL	152.48	152.71	150.9	152.27	11,712,519	153.205	149.2876	152.376182	25.786164	1.168407	1.697739	-0.529332	0.045222	0
2023-02-06 16:00:00	AAPL	152.28	153.1	151.98	152.04	7,054,270	152.989	149.4646	152.344165	10.874704	1.013411	1.560873	-0.547463	0.044172	1
2023-02-06 17:00:00	AAPL	152.03	152.79	151.81	152.43	5,281,817	152.804	149.6614	152.35234	21.518987	0.911537	1.431006	-0.519469	0.043773	0
2023-02-06 18:00:00	AAPL	152.42	152.52	151.59	152.15	5,545,299	152.58	149.8576	152.333069	20.987654	0.798998	1.304604	-0.505607	0.022526	0
2023-02-06 19:00:00	AAPL	152.16	152.52	151.51	151.65	5,982,102	152.449	150.0468	152.268015	18.930958	0.661834	1.17605	-0.514216	0.014115	0
2023-02-06 20:00:00	AAPL	151.64	152.15	150.78	151.68	10,222,684	152.324	150.2308	152.212014	20.560748	0.549221	1.050685	-0.501464	0.014164	0
2023-02-06 21:00:00	AAPL	151.73	152.03	151.58	151.65	4,565,029	152.219	150.3768	152.158488	18.91253	0.452339	0.931015	-0.478676	0.012696	0
2023-02-06 22:00:00	AAPL	151.67	151.73	151.63	151.7	28,128	152.092	150.5016	152.114823	17.745803	0.375268	0.819866	-0.444598	0.011168	0
2023-02-06 23:00:00	AAPL	151.68	151.89	151.64	151.74	45,780	151.979	150.6226	152.079125	28.057554	0.313799	0.718653	-0.404853	0.010748	1
2023-02-07 00:00:00	AAPL	151.82	152	151.82	151.98	48,037	151.929	150.7424	152.069685	34.113712	0.281209	0.631164	-0.349955	0.011039	0
2023-02-07 09:00:00	AAPL	151.79	152.09	151.67	151.96	47,532	151.898	150.8616	152.059239	36.690647	0.250876	0.555106	-0.304231	0.011053	0
2023-02-07 10:00:00	AAPL	152.01	152.01	151.7	151.7	14,038	151.864	150.9742	152.025026	27.075812	0.20351	0.484787	-0.281277	0.011065	0
2023-02-07 11:00:00	AAPL	151.71	151.77	151.6	151.64	15,073	151.785	151.0674	151.988356	27.472527	0.159295	0.419689	-0.260394	0.010987	1
2023-02-07 12:00:00	AAPL	151.78	152.1	151.68	151.95	99,205	151.765	151.1672	151.984703	40	0.147568	0.365265	-0.217697	0.011264	0
2023-02-07 13:00:00	AAPL	151.7	152.39	151.19	151.37	3,578,633	151.737	151.2558	151.92616	35.099338	0.09043	0.310298	-0.219868	0.00771	1
2023-02-07 14:00:00	AAPL	151.39	152.93	150.33	152.32	9,779,468	151.801	151.3484	151.963669	53.743316	0.120417	0.272321	-0.151905	0.010284	1
2023-02-07 15:00:00	AAPL	152.31	153.19	151.84	152.6	8,987,444	151.896	151.4338	152.024272	52.341598	0.164875	0.250832	-0.085957	0.01038	1
2023-02-07 16:00:00	AAPL	152.6	153.6	152.56	153.01	6,336,625	152.027	151.5222	152.118151	61.43617	0.230534	0.246773	-0.016238	0.010586	1
2023-02-07 17:00:00	AAPL	153.01	155.23	152.38	154.81	8,505,195	152.334	151.6154	152.374517	81.225296	0.422939	0.282006	0.140933	0.015772	0
2023-02-07 18:00:00	AAPL	154.83	155.15	151.36	152.13	11,896,849	152.349	151.6628	152.35123	52.918288	0.355075	0.29662	0.058455	0.023784	1
2023-02-07 19:00:00	AAPL	152.12	154.47	152.05	154.22	8,120,321	152.575	151.7488	152.529208	63.152508	0.464582	0.330212	0.13437	0.027451	1
2023-02-07 20:00:00	AAPL	154.22	155.22	153.43	154.64	14,232,697	152.869	151.8224	152.730236	64.497041	0.578588	0.379887	0.198701	0.027426	0
2023-02-07 21:00:00	AAPL	154.62	154.66	153.87	153.99	1,280,555	153.104	151.9214	152.850213	60.465116	0.609464	0.425803	0.183661	0.027817	1
2023-02-07 22:00:00	AAPL	154	154.2	153.99	154.19	52,367	153.328	151.9868	152.977812	60.31746	0.642663	0.469175	0.173488	0.027713	0
2023-02-07 23:00:00	AAPL	154.15	154.6	154.12	154.2	103,632	153.611	152.1708	153.094211	60.46729	0.662148	0.507769	0.154378	0.027409	0
2023-02-08 00:00:00	AAPL	154.19	154.25	153.91	154.15	59,336	153.794	152.2562	153.194762	61.677788	0.665879	0.539391	0.126488	0.027427	0
2023-02-08 09:00:00	AAPL	154.15	154.38	153.55	153.68	75,941	153.902	152.4118	153.240975	59.357798	0.623721	0.556257	0.067464	0.027686	1
2023-02-08 10:00:00	AAPL	153.86	153.88	153.5	153.76	57,844	153.977	152.5672	153.290406	58.481724	0.589966	0.562999	0.026967	0.027684	0
2023-02-08 11:00:00	AAPL	153.76	153.88	153.52	153.76	23,982	153.872	152.7214	153.33513	61.843409	0.556795	0.561758	-0.004963	0.027689	0
2023-02-08 12:00:00	AAPL	153.74	154.24	153.7	153.83	142,034	154.042	152.8824	153.38226	58.197611	0.530046	0.555416	-0.02537	0.027674	1
2023-02-08 13:00:00	AAPL	153.91	154.5	153.55	153.94	322,749	154.014	153.027	153.435378	57.411504	0.511823	0.546697	-0.034874	0.027662	0
2023-02-08 14:00:00	AAPL	153.9	154.58	153.16	153.45	7,940,849	153.895	153.128	153.436771	52.412281	0.452625	0.527883	-0.075258	0.027834	0
2023-02-08 15:00:00	AAPL	153.44	153.77	152.25	153.16	9,478,562	153.812	153.2364	153.410412	39.159001	0.377953	0.497897	-0.119944	0.02793	0
2023-02-08 16:00:00	AAPL	153.16	153.19	151.46	152.23	8,590,683	153.616	153.216	153.297991	50.853242	0.240954	0.446508	-0.205555	0.028633	0
2023-02-08 17:00:00	AAPL	152.24	152.25	151.17	151.78	5,594,603	153.374	153.1362	153.153421	21.090047	0.094975	0.376202	-0.281227	0.028522	1
2023-02-08 18:00:00	AAPL	151.78	152.14	151.22	151.96	5,013,861	153.155	153.061	153.039762	16.331658	-0.006119	0.299737	-0.305857	0.027817	1
2023-02-08 19:00:00	AAPL	151.96	152.31	151.67	152.19	4,741,319	153.006	153.0132	152.958832	24.719101	-0.066907	0.226408	-0.293316	0.027795	0
2023-02-08 20:00:00	AAPL	152.19	152.3	151.49	151.94	11,024,021	152.824	152.945	152.8618	18.836565	-0.133713	0.154384	-0.288097	0.027673	1
2023-02-08 21:00:00	AAPL	151.92	152.49	151.92	152.43	2,334,009	152.691	152.9	152.820677	28.361858	-0.145442	0.094419	-0.239861	0.024924	0
2023-03-01 09:00:00	AAPL	147.66	148.33	147.66	148.17	34,022	152.125	152.7734	152.377755	13.975904	-0.492803	-0.023026	-0.469778	0.033241	1
2023-03-01 10:00:00	AAPL	148.16	148.45	148.12	148.37	16,324	151.568	152.652	151.996064	16.936488	-0.743382	-0.167097	-0.576285	0.029435	0
2023-03-01 11:00:00	AAPL	148.4	148.49	148.19	148.24	23,520	151.047	152.5328	151.638344	15.841584	-0.941602	-0.321998	-0.619605	0.029057	0
2023-03-01 12:00:00	AAPL	148.19	148.25	148.04	148.09	79,203	150.54	152.409	151.300406	15.552855	-1.098139	-0.477226	-0.620913	0.028988	0
2023-03-01 13:00:00	AAPL	148.14	148.2	147.05	147.05	272,910	150.022	152.2622	150.895606	13.152174	-1.29123	-0.640027	-0.651203	0.029205	0
2023-03-01 14:00:00	AAPL	147.07	147.31	146.31	146.92	6,488,874	149.536	152.1414	150.516976	11.930586	-1.438168	-0.799655	-0.638513	0.029138	0
2023-03-01 15:00:00	AAPL	146.93	147.15	145.49	146.49	8,563,494	148.989	152.0126	150.133455	12.008734	-1.571203	-0.953965	-0.617238	0.029059	0
2023-03-01 16:00:00	AAPL	146.47	146.63	145.41	146.45	7,343,256	148.415	151.8876	149.78265	12.345679	-1.660718	-1.095315	-0.565402	0.029139	0
2023-03-01 17:00:00	AAPL	146.46	146.88	146.31	146.38	3,692,826	147.859	151.7558	149.458588	13.664596	-1.717509	-1.219754	-0.497755	0.029051	0
2023-03-01 18:00:00	AAPL	146.38	146.4	145.72	145.88	3,327,109	147.204	151.616	149.11777	13.580247	-1.782317	-1.332267	-0.45005	0.02895	0
2023-03-01 19:00:00	AAPL	145.88	145.93	145.26	145.49	4,774,092	146.936	151.4762	148.772268	11.070999	-1.843892	-1.434592	-0.4093	0.028771	0
2023-03-01 20:00:00	AAPL	145.49	145.69	145.01	145.33	10,671,850	146.632	151.3374	148.444433	8.373786	-1.883885	-1.524451	-0.359435	0.028596	0

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