Datasets:

AdityaaXD
/

Multi-Model-Trading-Data

Dataset card Data Studio Files Files and versions

Split (1)

train · 7.26k rows

Date string	open float64	high float64	low float64	close float64	volume int64	rsi float64	macd float64	macd_signal float64	bb_width float64	atr float64	dist_sma50 float64	obv_pct float64	adx float64	stoch_rsi_k float64	stoch_rsi_d float64	return float64	target int64
2016-03-25	416.507996	418.079987	415.558014	417.177002	52,560,000	51.704018	0.328302	0.340422	0.033186	6.448566	0.011775	0.040058	12.948618	0.725282	0.712036	0.001841	1
2016-03-26	417.36499	418.987	416.259003	417.945007	44,650,400	52.47579	0.461773	0.364692	0.029221	6.182811	0.012097	0.032719	12.22288	0.731546	0.735865	0.021103	1
2016-03-27	418.140015	428.796997	417.710999	426.765015	71,229,400	60.318334	1.264672	0.544688	0.037098	6.533038	0.030946	0.050542	12.584891	0.855428	0.770752	-0.005938	0
2016-03-28	426.548004	426.856995	423.292999	424.230988	68,522,800	57.388173	1.677167	0.771184	0.040184	6.320964	0.022473	-0.046282	12.921044	0.877324	0.821433	-0.018186	0
2016-03-29	424.303986	426.203003	412.681	416.515991	75,411,504	49.503445	1.365793	0.890106	0.039956	6.835324	0.001799	-0.053406	12.412125	0.693114	0.808622	-0.004081	0
2016-03-30	416.834015	416.834015	412.496002	414.81601	66,034,100	47.940443	0.970663	0.906217	0.040194	6.656945	-0.004148	-0.049404	11.964332	0.416752	0.662397	0.004612	1
2016-03-31	415.256989	418.368988	415.256989	416.729004	60,215,200	49.858985	0.80263	0.8855	0.038729	6.435233	-0.001238	0.047392	11.307042	0.248648	0.452838	0.002954	1
2016-04-01	416.76001	418.173004	415.830994	417.959991	51,235,700	51.107624	0.760032	0.860406	0.037253	6.14286	-0.000124	0.0385	10.696702	0.27367	0.313024	0.00697	1
2016-04-02	418.421997	422.080994	418.421997	420.872986	45,681,200	54.025275	0.950372	0.8784	0.037611	5.998441	0.005085	0.033054	10.366321	0.380561	0.30096	0.000074	1
2016-04-03	421.173004	421.579987	419.696991	420.903992	38,053,700	54.056702	1.091142	0.920948	0.038339	5.704481	0.003766	0.026654	10.059539	0.445463	0.366565	0.001283	1
2016-04-04	421.299011	422.342987	419.601013	421.444	50,634,300	54.63829	1.232074	0.983173	0.039204	5.492873	0.004373	0.034545	9.902768	0.508943	0.444989	0.006136	1
2016-04-05	421.016998	424.256989	420.614014	424.029999	60,718,000	57.418191	1.534741	1.093487	0.04134	5.360738	0.009389	0.040041	10.079994	0.600314	0.51824	-0.001455	0
2016-04-06	424.283997	424.527008	422.729004	423.412994	59,091,000	56.528071	1.705164	1.215822	0.042535	5.106257	0.007156	-0.037468	10.290853	0.666867	0.592041	-0.001578	0
2016-04-07	423.619995	423.657013	420.518005	422.744995	57,858,600	55.524481	1.765966	1.325851	0.039068	4.965739	0.00526	-0.038114	9.992275	0.690732	0.652638	-0.005668	0
2016-04-08	422.907013	425.360992	419.63501	420.348999	63,454,700	51.961078	1.602344	1.38115	0.034576	5.020042	-0.000341	-0.043457	10.039366	0.543773	0.633791	-0.002231	0
2016-04-09	420.811005	420.890991	416.515015	419.411011	49,792,700	50.592214	1.381065	1.381133	0.032377	4.974037	-0.002506	-0.03565	9.394979	0.383922	0.539476	0.005133	1
2016-04-10	419.59201	422.434998	419.256989	421.563995	73,478,600	53.612912	1.363708	1.377648	0.029527	4.84575	0.003359	0.054553	9.110123	0.379187	0.435628	0.00218	1
2016-04-11	421.872009	422.739014	420.53299	422.483002	50,747,500	54.880955	1.407879	1.383694	0.02965	4.657198	0.006327	0.035728	8.908552	0.515011	0.42604	0.006407	1
2016-04-12	422.842987	427.277008	422.842987	425.190002	70,728,800	58.481233	1.642385	1.435432	0.030957	4.66697	0.013382	0.048077	9.593147	0.776933	0.557044	-0.003424	0
2016-04-13	425.631989	426.65799	422.915985	423.734009	69,060,400	55.897633	1.69125	1.486596	0.030207	4.600901	0.009767	-0.04479	10.228842	0.810884	0.700943	0.001293	1
2016-04-14	423.934998	425.371002	423.013	424.282013	45,281,000	56.673472	1.753977	1.540072	0.029795	4.440694	0.011105	0.030744	10.81913	0.823736	0.803851	0.0128	1
2016-04-15	424.427002	429.928009	424.427002	429.713013	54,801,500	63.522321	2.216376	1.675333	0.03354	4.526787	0.023796	0.036099	12.184709	0.823736	0.819452	0.001999	1
2016-04-16	429.575012	432.625	428.984009	430.571991	39,392,800	64.47872	2.621919	1.86465	0.036791	4.463516	0.02592	0.025045	13.863816	0.923617	0.85703	-0.007369	0
2016-04-17	430.635986	431.371002	426.07901	427.398987	52,125,900	58.388759	2.656655	2.023051	0.038176	4.522693	0.018608	-0.03233	14.579829	0.853816	0.867056	0.002789	1
2016-04-18	427.610992	429.273987	427.085999	428.591003	55,670,900	59.920267	2.748685	2.168178	0.038186	4.355928	0.021688	0.035683	15.244699	0.744394	0.840609	0.016141	1
2016-04-19	428.703003	436.019989	428.104004	435.509003	52,810,500	67.415745	3.341327	2.402807	0.0423	4.610218	0.038288	0.032683	16.894031	0.744394	0.780868	0.013501	1
2016-04-20	435.324005	443.053986	434.406006	441.389008	72,890,096	72.1783	4.23663	2.769572	0.052753	4.898629	0.051992	0.043682	19.199429	0.890578	0.793122	0.018206	1
2016-04-21	441.415985	450.548004	440.951996	449.424988	68,204,704	77.103718	5.530844	3.321826	0.070195	5.234156	0.069847	0.039163	21.949273	1	0.878324	-0.008206	0
2016-04-22	449.687988	449.809998	444.149994	445.737	58,804,400	70.900145	6.187602	3.894981	0.078801	5.264574	0.059853	-0.032493	24.502699	0.922001	0.937527	0.010197	1
2016-04-23	445.860992	450.282013	444.330994	450.282013	50,485,400	73.707684	6.994207	4.514827	0.089123	5.313606	0.06866	0.028833	26.910319	0.873812	0.931938	0.018373	1
2016-04-24	450.559998	460.145996	448.928009	458.554993	68,198,400	77.889338	8.206409	5.253143	0.104761	5.735347	0.085307	0.037858	29.785131	0.873812	0.889875	0.006261	1
2016-04-25	459.121002	466.619995	453.59201	461.425995	87,091,800	79.12985	9.291645	6.060843	0.119388	6.25625	0.089332	0.046583	32.762966	0.95181	0.899811	0.010106	1
2016-04-26	461.64801	467.964996	461.621002	466.088989	78,971,904	80.994881	10.407991	6.930273	0.133916	6.276447	0.097658	0.040359	35.58631	1	0.941874	-0.045918	0
2016-04-27	466.261993	467.07901	444.134003	444.687012	93,564,896	56.179855	9.456731	7.435565	0.132154	7.467058	0.045743	-0.045962	34.691723	0.666667	0.872826	0.009724	1
2016-04-28	445.037994	449.550995	436.649994	449.010986	74,064,704	58.918391	8.948605	7.738173	0.129563	7.855197	0.054218	0.038136	32.838161	0.370119	0.678929	0.013554	1
2016-04-29	449.40799	455.384003	446.016998	455.096985	49,258,500	62.473226	8.934015	7.977341	0.127435	7.963183	0.066605	0.024432	31.697012	0.121323	0.386036	-0.014896	0
2016-04-30	455.178009	455.587006	447.696991	448.317993	69,322,600	56.598412	8.279998	8.037873	0.1224	7.957957	0.049408	-0.033563	30.657113	0.126945	0.206129	0.007934	1
2016-05-01	448.484009	452.479004	447.927002	451.875	40,660,100	58.788315	7.956982	8.021694	0.117548	7.714674	0.055744	0.02037	29.691492	0.125198	0.124489	-0.015947	0
2016-05-02	451.933014	452.445007	441.776001	444.669006	92,127,000	52.958573	7.038392	7.825034	0.111821	7.925698	0.037425	-0.045232	27.919755	0.040661	0.097602	0.012672	1
2016-05-03	444.72699	451.096985	442.617004	450.303986	59,366,400	56.584247	6.688003	7.597628	0.104557	7.96529	0.048914	0.030528	26.274571	0.078146	0.081335	-0.007955	0
2016-05-04	450.183014	450.377991	445.630005	446.721985	50,407,300	53.748344	6.051522	7.288407	0.095517	7.735482	0.039123	-0.025153	24.7469	0.052497	0.057101	0.002807	1
2016-05-05	446.710999	448.506012	445.882996	447.976013	50,440,800	54.606092	5.583928	6.947511	0.089472	7.370306	0.040541	0.025819	23.328348	0.072085	0.067576	0.025954	1
2016-05-06	447.941986	461.375	447.067993	459.602997	72,796,800	61.698486	6.081453	6.774299	0.086122	7.865785	0.065618	0.036325	23.555977	0.13289	0.085824	-0.002322	0
2016-05-07	459.639008	460.674988	457.324005	458.536011	38,364,500	60.760294	6.316832	6.682806	0.07682	7.543299	0.060735	-0.018472	23.767347	0.216257	0.14041	0.000026	1
2016-05-08	458.428986	459.416992	455.983002	458.548004	40,315,000	60.767516	6.430216	6.632288	0.065152	7.249777	0.058407	0.019777	23.721921	0.289512	0.212886	0.00422	1
2016-05-09	458.205994	462.480988	456.531006	460.483002	55,493,100	61.983154	6.600129	6.625856	0.058961	7.156934	0.060585	0.026695	24.018773	0.292897	0.266222	-0.020822	0
2016-05-10	460.518005	461.928986	448.95401	450.894989	58,956,100	53.188669	5.893182	6.479321	0.054633	7.572509	0.036707	-0.027623	23.004499	0.208201	0.263537	0.004065	1
2016-05-11	450.864014	454.575989	450.864014	452.727997	50,605,200	54.517297	5.418369	6.267131	0.054159	7.296756	0.039266	0.024384	22.062674	0.169965	0.223688	0.004502	1
2016-05-12	452.446991	454.949005	449.25	454.765991	59,849,300	56.012184	5.147192	6.043143	0.052087	7.182631	0.042187	0.028152	20.923679	0.169648	0.182605	0.001988	1
2016-05-13	454.850006	457.054993	453.453003	455.670013	60,845,000	56.692153	4.94819	5.824153	0.051779	6.926871	0.042383	0.027837	20.169342	0.299491	0.213035	0.000002	1
2016-05-14	455.822998	456.835999	454.786011	455.67099	37,209,000	56.692932	4.735965	5.606515	0.051057	6.578522	0.040552	0.016562	19.468887	0.382816	0.283985	0.004163	1
2016-05-15	455.759003	458.691986	455.459015	457.567993	28,514,000	58.263035	4.667049	5.418622	0.049303	6.339554	0.042997	0.012485	19.101367	0.471763	0.38469	-0.007442	0
2016-05-16	457.585999	458.200012	452.945007	454.162994	59,171,500	54.44729	4.288245	5.192546	0.0423	6.262087	0.033944	-0.025589	18.265634	0.381564	0.412048	-0.000837	0
2016-05-17	454.009003	455.071991	453.605011	453.78299	64,100,300	54.02207	3.912278	4.936493	0.038891	5.919579	0.031691	-0.028449	17.489597	0.275219	0.376182	0.001842	1
2016-05-18	453.69101	455.997986	453.299011	454.618988	86,850,096	54.857338	3.639823	4.677159	0.037933	5.689536	0.031804	0.039674	16.935764	0.14254	0.266441	-0.034983	0
2016-05-19	454.523987	454.632996	438.714996	438.714996	96,027,400	39.97801	2.116186	4.164964	0.047409	6.42014	-0.005371	-0.042192	17.37863	0.094835	0.170865	0.009029	1
2016-05-20	437.792999	444.053986	437.389008	442.675995	81,987,904	44.048473	1.214315	3.574835	0.050649	6.437629	0.00243	0.037611	17.946308	0.124906	0.12076	0.001157	1
2016-05-21	442.966003	443.778015	441.705994	443.187988	42,762,300	44.571723	0.534726	2.966813	0.053789	6.1258	0.002444	0.018905	18.473437	0.131245	0.116995	-0.008721	0
2016-05-22	443.217987	443.427002	439.035004	439.322998	39,657,600	41.422508	-0.312129	2.311024	0.057559	6.001957	-0.007127	-0.017208	19.29582	0.153126	0.136426	0.010999	1
2016-05-23	439.347992	444.345001	438.822998	444.154999	50,582,500	46.510802	-0.586603	1.731499	0.059418	5.967674	0.002739	0.022332	19.849815	0.210558	0.164976	0.004111	1
2016-05-24	444.290985	447.100006	443.929993	445.980988	65,783,100	48.337118	-0.649298	1.25534	0.059673	5.767841	0.005748	0.028409	19.747013	0.293358	0.219014	0.008112	1
2016-05-25	446.062012	450.298004	446.062012	449.598999	65,231,000	51.845472	-0.402403	0.923791	0.059373	5.664211	0.012739	0.027392	18.988795	0.487819	0.330579	0.008419	1
2016-05-26	449.671997	453.644012	447.895996	453.384003	65,203,800	55.267833	0.097556	0.758544	0.057272	5.670197	0.019887	0.026651	17.652318	0.647459	0.476212	0.044289	1
2016-05-27	453.520996	478.148987	453.520996	473.463989	164,780,992	68.185743	2.089973	1.02483	0.07038	7.03411	0.062633	0.065603	19.166439	0.828407	0.654562	0.119494	1
2016-05-28	473.028992	533.473022	472.699005	530.039978	181,199,008	83.043658	8.14035	2.447934	0.164987	10.872675	0.183782	0.067698	22.69884	0.945398	0.807088	-0.007182	0
2016-05-29	527.47699	553.960022	512.179016	526.232971	148,736,992	80.325191	12.484214	4.45519	0.211912	13.080413	0.169698	-0.052046	26.343343	0.978959	0.917588	0.014501	1
2016-05-30	528.471008	544.348999	522.963013	533.864014	87,958,704	81.623744	16.354	6.834952	0.252186	13.673668	0.180766	0.032468	29.727525	0.967968	0.964108	-0.004642	0
2016-05-31	534.190979	546.617981	520.661987	531.385986	138,450,000	79.782284	19.001836	9.268329	0.27961	14.550977	0.16965	-0.049499	32.612637	0.942725	0.963217	0.010414	1
2016-06-01	531.106995	543.080017	525.635986	536.919983	86,061,800	80.822799	21.301264	11.674916	0.304546	14.757624	0.176047	0.032372	35.291669	0.946577	0.952423	0.001959	1
2016-06-02	536.515015	540.35199	533.078003	537.971985	60,378,200	81.022745	22.943982	13.928729	0.324034	14.223078	0.172483	0.021999	37.779342	0.941382	0.943561	0.058036	1
2016-06-03	537.682007	574.638	536.919983	569.19397	122,020,000	85.76605	26.460184	16.43502	0.360011	15.901288	0.232743	0.043501	40.683687	0.966625	0.951528	0.006207	1
2016-06-04	569.705017	590.132019	564.237976	572.72699	94,925,296	86.186789	29.195339	18.987084	0.38864	16.615057	0.232759	0.032431	43.564376	0.983815	0.963941	0.003929	1
2016-06-05	573.307983	582.807983	569.177979	574.97699	68,874,096	86.461254	31.185043	21.426676	0.408972	16.401839	0.229956	0.022791	46.239302	1	0.98348	0.018366	1
2016-06-06	574.60199	586.469971	574.60199	585.536987	72,138,896	87.696844	33.230937	23.787528	0.427749	16.077992	0.244128	0.02334	48.766123	1	0.994605	-0.015268	0
2016-06-07	585.445007	590.258972	567.513977	576.596985	107,770,000	80.960449	33.741982	25.778419	0.434502	16.554206	0.217475	-0.034073	50.308916	0.937367	0.979122	0.008755	1
2016-06-08	577.166992	582.838989	573.130005	581.64502	80,265,800	81.810105	34.160541	27.454843	0.429771	16.065262	0.220601	0.026272	51.741509	0.876858	0.938075	-0.012061	0
2016-06-09	582.203003	582.203003	570.950989	574.630005	71,301,000	76.688484	33.539576	28.67179	0.417711	15.721458	0.199174	-0.02274	52.808834	0.688788	0.834338	0.004942	1
2016-06-10	575.836975	579.127014	573.325012	577.469971	66,991,900	77.307847	32.897398	29.516911	0.400841	15.012926	0.198694	0.021863	53.799921	0.436842	0.667496	0.050664	1
2016-06-11	578.674011	607.116028	578.674011	606.72699	82,357,000	82.473928	34.353261	30.484181	0.386245	16.058149	0.251064	0.026303	55.299686	0.339201	0.488277	0.108874	1
2016-06-12	609.684021	684.843994	607.039001	672.783997	277,084,992	88.718714	40.371909	32.461727	0.407301	20.490925	0.374659	0.086225	57.450911	0.527271	0.434438	0.046957	1
2016-06-13	671.653992	716.004028	664.487	704.375977	243,295,008	90.467996	47.147453	35.398872	0.434753	22.707075	0.424895	0.0697	59.608808	0.84185	0.569441	-0.026714	0
2016-06-14	704.504028	704.504028	662.804016	685.559021	186,694,000	82.283856	50.417567	38.402611	0.430104	24.063713	0.374367	-0.05	61.493627	0.802022	0.723714	0.012997	1
2016-06-15	685.684998	696.302979	672.560974	694.468994	99,223,800	83.065075	53.11583	41.345255	0.417981	24.040734	0.379596	0.027973	63.243816	0.622941	0.755604	0.103444	1
2016-06-16	696.52301	773.721985	696.52301	766.307983	271,633,984	87.753948	60.355291	45.147262	0.453869	27.984467	0.503101	0.074494	65.190373	0.557287	0.66075	-0.022705	0
2016-06-17	768.487	775.356018	716.55603	748.908997	363,320,992	81.843533	63.951471	48.908104	0.483465	30.185575	0.451892	-0.09273	67.002812	0.546635	0.575621	0.009772	1
2016-06-18	748.755981	777.98999	733.929016	756.22699	252,718,000	82.38104	66.62397	52.451277	0.501577	31.176675	0.449159	0.071094	68.694168	0.530088	0.54467	0.009989	1
2016-06-19	756.687988	766.620972	745.627991	763.781006	136,184,992	82.9424	68.56116	55.673254	0.514161	30.449269	0.44615	0.035768	70.264713	0.413694	0.496806	-0.034768	0
2016-06-20	763.927002	764.083984	732.72699	737.226013	174,511,008	74.014836	67.179231	57.974449	0.504521	30.514106	0.380948	-0.044251	70.824861	0.288991	0.410925	-0.095729	0
2016-06-21	735.882996	735.882996	639.070007	666.651978	309,944,000	56.583533	59.701111	58.319782	0.477871	35.34567	0.238452	-0.082233	67.017147	0.151285	0.284657	-0.105806	0
2016-06-22	665.914978	678.669983	587.482971	596.116028	266,392,992	45.140782	47.53503	56.162831	0.456377	39.334338	0.101449	-0.077011	62.388447	0	0.146759	0.046737	1
2016-06-23	597.442993	629.327026	558.138977	623.97699	253,462,000	49.4861	39.684018	52.867069	0.441775	41.609603	0.145425	0.079386	58.74179	0.031955	0.06108	0.066224	1
2016-06-24	625.575012	681.72699	625.271973	665.299011	224,316,992	55.159142	36.377044	49.569064	0.42414	42.762488	0.211612	0.06509	54.945703	0.10563	0.045862	-0.000265	0
2016-06-25	665.281006	691.731018	646.559021	665.122986	126,656,000	55.130738	33.357515	46.326754	0.405283	42.934596	0.202291	-0.034506	51.625214	0.179095	0.10556	-0.053758	0
2016-06-26	665.93103	665.97998	616.934021	629.367004	109,225,000	49.549192	27.759315	42.613266	0.392766	43.371122	0.130675	-0.030821	48.016537	0.179559	0.154761	0.041165	1
2016-06-27	629.348999	655.275024	620.523987	655.275024	122,134,000	53.243025	25.123653	39.115344	0.371725	42.755402	0.168957	0.035559	44.665622	0.169263	0.175972	-0.012627	0
2016-06-28	658.10199	659.247986	637.77301	647.000977	138,384,992	51.93523	22.112327	35.71474	0.351976	41.235371	0.146567	-0.038907	41.494075	0.148946	0.165923	-0.010991	0
2016-06-29	644.122009	644.682007	628.283997	639.890015	142,456,000	50.78079	18.933779	32.358548	0.327901	39.626915	0.12642	-0.041673	38.752169	0.160644	0.159618	0.05227	1
2016-06-30	640.591003	675.403015	636.607971	673.336975	138,980,000	55.761825	18.895826	29.666004	0.297851	39.567495	0.176162	0.042424	36.535014	0.190922	0.166837	0.004395	1
2016-07-01	672.515015	686.153992	669.593994	676.296021	134,431,008	56.184293	18.886804	27.510164	0.279724	37.924103	0.172259	0.039365	34.727002	0.235155	0.195574	0.040524	1
2016-07-02	676.734009	703.702026	676.398987	703.702026	112,354,000	59.994878	20.850735	26.178278	0.279861	37.17281	0.209364	0.031655	33.445593	0.32202	0.249366	-0.064002	0

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