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
2017-01-19	888.335022	904.614014	884.338013	899.072998	105,625,000	52.148872	-5.8888	-0.905237	0.403311	52.042869	0.04528	0.017725	27.59403	0.599936	0.371397	-0.004501	0
2017-01-20	898.171997	899.39801	887.007996	895.026001	86,728,400	51.614351	-4.009341	-1.526058	0.402192	49.210522	0.03724	-0.014301	26.049778	0.798021	0.57694	0.029902	1
2017-01-21	895.549011	927.367004	895.534973	921.789001	111,158,000	54.906079	-0.356199	-1.292086	0.394507	48.005557	0.064706	0.018595	25.149321	0.944539	0.780832	0.003129	1
2017-01-22	922.205017	937.525024	897.564026	924.672974	116,573,000	55.259304	2.740069	-0.485655	0.379972	47.430945	0.064263	0.019144	24.49948	0.966939	0.903167	-0.003959	0
2017-01-23	925.499023	928.265991	916.737976	921.012024	73,588,600	54.67384	4.842652	0.580006	0.355213	44.86645	0.056471	-0.011858	23.896057	0.989564	0.967014	-0.030754	0
2017-01-24	910.677002	924.14502	892.286011	892.687012	111,349,000	50.238825	4.175243	1.299054	0.24137	43.937347	0.020842	-0.018158	22.69252	0.900071	0.952191	0.009919	1
2017-01-25	891.924011	903.252014	891.687012	901.541992	120,831,000	51.561664	4.311143	1.901472	0.203037	41.625037	0.02774	0.020069	21.559329	0.81924	0.902958	0.017796	1
2017-01-26	902.39502	919.325989	902.223999	917.585999	131,958,000	53.950316	5.648352	2.650848	0.205315	39.922106	0.042478	0.021486	20.878079	0.797075	0.838795	0.002358	1
2017-01-27	918.359009	923.223022	915.846008	919.75	125,594,000	54.277822	6.804281	3.481534	0.207149	37.597456	0.041412	0.02002	20.335642	0.862124	0.826146	0.002001	1
2017-01-28	919.810974	923.911011	919.810974	921.590027	68,979,600	54.573659	7.779164	4.34106	0.208924	35.209139	0.039991	0.010779	19.848799	0.925264	0.861487	-0.002272	0
2017-01-29	922.067017	923.41803	919.14801	919.495972	60,851,700	54.144294	8.287263	5.130301	0.211251	32.999202	0.034247	-0.009408	19.373906	0.92562	0.904336	0.000964	1
2017-01-30	920.151001	923.047974	919.473999	920.382019	78,227,296	54.308103	8.661586	5.836558	0.213132	30.8974	0.031747	0.012209	18.932934	0.88691	0.912598	0.054348	1
2017-01-31	920.958984	972.018982	920.958984	970.403015	164,582,000	62.460905	12.846431	7.238532	0.199366	32.378797	0.083199	0.025377	19.72805	0.9046	0.90571	0.019188	1
2017-02-01	970.940979	989.114014	970.742004	989.02301	150,110,000	64.966781	17.464113	9.283648	0.198536	31.402526	0.098869	0.022573	20.806403	0.936845	0.909452	0.02303	1
2017-02-02	990.000977	1,013.52002	983.221008	1,011.799988	145,820,992	67.798518	22.6999	11.966899	0.208138	31.323703	0.118451	0.021444	22.248778	1	0.947148	0.017899	1
2017-02-03	1,011.460022	1,033.869995	1,008.789978	1,029.910034	201,278,000	69.882976	27.988001	15.171119	0.214558	30.877726	0.132167	0.028977	23.918537	1	0.978948	0.012613	1
2017-02-04	1,031.329956	1,045.900024	1,015.159973	1,042.900024	155,064,000	71.317186	32.848387	18.706573	0.218305	30.867892	0.139981	0.021695	25.653669	1	1	-0.01492	0
2017-02-05	1,043.52002	1,043.630005	1,022.369995	1,027.339966	114,208,000	67.189655	35.040782	21.973415	0.210481	30.181614	0.117196	-0.01564	27.264862	0.934727	0.978242	0.010522	1
2017-02-06	1,028.400024	1,044.640015	1,028.160034	1,038.150024	111,762,000	68.55141	37.221487	25.023029	0.224432	29.261503	0.122904	0.015548	28.778016	0.890989	0.941905	0.022347	1
2017-02-07	1,040.140015	1,061.930054	1,040.140015	1,061.349976	146,007,008	71.304067	40.356548	28.089733	0.237072	28.869969	0.141365	0.020001	30.471383	0.890768	0.905495	0.001621	1
2017-02-08	1,062.319946	1,078.969971	1,037.48999	1,063.069946	201,855,008	71.50321	42.490095	30.969805	0.247164	29.770684	0.136804	0.027109	32.304184	0.956041	0.912599	-0.064612	0
2017-02-09	1,064.699951	1,088.98999	953.343994	994.382996	407,220,000	55.067793	38.198158	32.415476	0.238121	37.333206	0.059724	-0.053247	30.774419	0.684179	0.843662	-0.005741	0
2017-02-10	995.632019	998.905029	946.690979	988.674011	190,452,000	53.957654	33.944805	32.721342	0.233487	38.396124	0.05086	-0.026304	29.1632	0.351067	0.663762	0.015957	1
2017-02-11	988.89801	1,009.289978	982.830017	1,004.450012	102,261,000	56.563549	31.484056	32.473885	0.229575	37.543541	0.06576	0.014505	27.922114	0.067241	0.367495	-0.005246	0
2017-02-12	1,003.52002	1,004.76001	996.921021	999.18103	67,530,000	55.435057	28.777008	31.734509	0.223299	35.421787	0.057916	-0.009442	26.769677	0.077575	0.165294	-0.008546	0
2017-02-13	998.88501	1,002.099976	976.002014	990.642029	100,607,000	53.569766	25.646984	30.517004	0.206585	34.755799	0.046781	-0.0142	25.034314	0.077575	0.07413	0.014039	1
2017-02-14	991.734985	1,011.51001	986.471008	1,004.549988	137,946,000	56.157381	24.01188	29.215979	0.190629	34.061742	0.059307	0.019751	23.693149	0.076165	0.077105	0.002917	1
2017-02-15	1,006.210022	1,008.840027	1,001.580017	1,007.47998	89,759,400	56.704808	22.690907	27.910965	0.177737	32.147333	0.060735	0.012603	22.44778	0.106368	0.086703	0.019812	1
2017-02-16	1,007.650024	1,033.369995	1,007.650024	1,027.439941	122,277,000	60.337953	22.989619	26.926696	0.164516	31.700382	0.080578	0.016955	21.994249	0.23217	0.138234	0.018269	1
2017-02-17	1,026.119995	1,053.170044	1,025.640015	1,046.209961	136,474,000	63.444549	24.458986	26.433154	0.151103	31.402499	0.098638	0.018608	22.07424	0.367619	0.235386	0.007847	1
2017-02-18	1,049.209961	1,061.099976	1,046.959961	1,054.420044	99,073,504	64.745301	25.9864	26.343803	0.132824	30.223036	0.105097	0.013262	22.339691	0.517069	0.372286	-0.006212	0
2017-02-19	1,054.76001	1,056.810059	1,043.459961	1,047.869995	77,423,296	62.824626	26.364439	26.34793	0.104979	29.017826	0.096299	-0.010228	22.439935	0.56329	0.482659	0.030643	1
2017-02-20	1,048.689941	1,080.48999	1,041.689941	1,079.97998	109,478,000	67.858396	28.921655	26.862675	0.106388	29.716556	0.127966	0.014612	23.110501	0.645331	0.57523	0.032704	1
2017-02-21	1,079.280029	1,117.25	1,076.930054	1,115.300049	186,868,992	72.301269	33.413135	28.172767	0.12511	30.473941	0.162584	0.024582	24.466299	0.770942	0.659854	0.001919	1
2017-02-22	1,114.800049	1,125.390015	1,100.550049	1,117.439941	136,100,000	72.548847	36.722028	29.882619	0.14228	30.071515	0.16303	0.017474	25.868615	0.932253	0.782842	0.044101	1
2017-02-23	1,117.27002	1,176.619995	1,116.959961	1,166.719971	189,454,000	77.529898	42.827152	32.471526	0.177769	32.18498	0.214017	0.023907	27.93032	1	0.901065	0.005966	1
2017-02-24	1,172.709961	1,200.390015	1,131.959961	1,173.680054	330,759,008	78.133387	47.67753	35.512727	0.206894	34.773914	0.217199	0.040763	30.12542	1	0.977418	-0.025424	0
2017-02-25	1,170.410034	1,174.849976	1,124.589966	1,143.839966	139,960,992	69.513449	48.553944	38.12097	0.218459	35.880064	0.180336	-0.016573	31.844515	0.883026	0.961009	0.018674	1
2017-02-26	1,144.27002	1,167.469971	1,130.199951	1,165.199951	116,486,000	71.902983	50.391203	40.575017	0.234015	35.979346	0.196044	0.014026	33.440818	0.798478	0.893835	0.012676	1
2017-02-27	1,163.780029	1,181.97998	1,163.380005	1,179.969971	131,570,000	73.45249	52.434627	42.946939	0.251627	34.737963	0.204558	0.015623	35.120814	0.727478	0.802994	0	0
2017-02-28	1,180.719971	1,193.25	1,171.819946	1,179.969971	184,956,000	73.45249	53.438054	45.045162	0.265976	33.787398	0.197781	0.021624	36.828722	0.771638	0.765865	0.036043	1
2017-03-01	1,180.040039	1,222.5	1,179.689941	1,222.5	229,056,992	77.581323	57.007944	47.437718	0.27937	34.431874	0.233072	0.026214	38.761512	0.845845	0.781654	0.023321	1
2017-03-02	1,224.680054	1,262.130005	1,215.619995	1,251.01001	368,275,008	79.844336	61.429505	50.236076	0.292842	35.294598	0.249896	0.04107	40.936593	0.916845	0.844776	0.019168	1
2017-03-03	1,250.709961	1,280.310059	1,250.709961	1,274.98999	315,739,008	81.53288	66.106573	53.410175	0.309191	34.887848	0.261998	0.033822	43.10563	0.989659	0.91745	-0.015561	0
2017-03-04	1,277.430054	1,279.400024	1,230.51001	1,255.150024	183,270,000	75.8697	67.434916	56.215123	0.310059	35.888002	0.231846	-0.01899	44.200295	0.899097	0.9352	0.009537	1
2017-03-05	1,254.290039	1,267.290039	1,238.060059	1,267.119995	134,127,000	76.911674	68.662021	58.704503	0.304482	35.412429	0.232736	0.014167	45.21677	0.786449	0.891735	0.004506	1
2017-03-06	1,267.469971	1,276	1,264.599976	1,272.829956	153,656,992	77.412726	69.29645	60.822892	0.297124	33.697258	0.227519	0.016003	46.268173	0.672185	0.78591	-0.038725	0
2017-03-07	1,273.209961	1,275.550049	1,204.800049	1,223.540039	291,256,000	64.417003	65.071848	61.672683	0.275376	36.343882	0.171129	-0.029855	44.83153	0.439755	0.632796	-0.060104	0
2017-03-08	1,223.22998	1,232.160034	1,148.079956	1,150	332,603,008	50.732606	55.153973	60.368941	0.252806	39.75361	0.095662	-0.035143	41.89838	0.21907	0.44367	0.03347	1
2017-03-09	1,150.349976	1,197.459961	1,141.22998	1,188.48999	212,283,008	56.000982	49.825449	58.260243	0.232372	40.930494	0.125857	0.023247	39.00753	0.057017	0.238614	-0.060388	0
2017-03-10	1,189.359985	1,270.469971	1,077.25	1,116.719971	563,795,968	46.101505	39.357625	54.479719	0.216994	51.808314	0.053525	-0.060337	37.771391	0.057017	0.111034	0.052932	1
2017-03-11	1,116.319946	1,193.829956	1,116.319946	1,175.829956	283,320,000	53.406856	35.423144	50.668404	0.190397	53.644149	0.103443	0.032268	36.623548	0.125744	0.079926	0.038739	1
2017-03-12	1,176.619995	1,226.97998	1,175.359985	1,221.380005	227,176,000	58.117787	35.570514	47.648826	0.172177	53.499567	0.13978	0.025065	36.104252	0.181775	0.121512	0.00863	1
2017-03-13	1,221.780029	1,237.369995	1,217.030029	1,231.920044	380,276,992	59.147096	36.121413	45.343343	0.162637	51.131024	0.143061	0.040931	35.783187	0.304506	0.204009	0.006559	1
2017-03-14	1,232.160034	1,244.810059	1,220.719971	1,240	245,306,000	59.959491	36.785944	43.631864	0.151794	49.199528	0.143788	0.025365	35.60246	0.366152	0.284145	0.00775	1
2017-03-15	1,240.160034	1,251.609985	1,239.75	1,249.609985	297,804,992	60.954023	37.653984	42.436288	0.151588	46.532418	0.145112	0.030032	35.544815	0.392835	0.354498	-0.049455	0
2017-03-16	1,251.329956	1,257.97998	1,152.439941	1,187.810059	638,568,000	52.007835	32.975058	40.544042	0.150025	50.747248	0.082799	-0.062518	33.159739	0.32567	0.361553	-0.073732	0
2017-03-17	1,180.160034	1,180.160034	1,099.569946	1,100.22998	706,598,976	42.490246	21.947003	36.824634	0.163523	53.42531	-0.000367	-0.073792	31.632468	0.195296	0.304601	-0.114896	0
2017-03-18	1,099.689941	1,114.069946	957.655029	973.817993	621,302,016	33.080164	2.972534	30.054214	0.235855	60.78171	-0.116089	-0.070053	31.99612	0.055566	0.192177	0.064614	1
2017-03-19	976.72998	1,069.910034	976.72998	1,036.73999	406,648,000	40.181479	-6.907959	22.661779	0.265004	63.303877	-0.060939	0.049305	32.333797	0.053394	0.101419	0.01687	1
2017-03-20	1,037.23999	1,063.030029	1,036.680054	1,054.22998	286,529,984	42.023142	-13.17515	15.494394	0.284806	60.664313	-0.047422	0.033108	32.647355	0.148522	0.085827	0.062899	1
2017-03-21	1,055.359985	1,122.430054	1,055.359985	1,120.540039	337,391,008	48.497246	-12.645507	9.866413	0.288206	61.202581	0.008845	0.037736	31.680828	0.332889	0.178268	-0.063719	0
2017-03-22	1,120.650024	1,120.650024	1,014.210022	1,049.140015	380,840,992	42.937382	-17.782165	4.336698	0.300471	64.433826	-0.056775	-0.041047	31.289768	0.397374	0.292928	-0.010056	0
2017-03-23	1,050.050049	1,058.01001	1,028.930054	1,038.589966	248,540,000	42.168124	-22.445565	-1.019755	0.306686	61.908549	-0.067092	-0.027934	30.92664	0.410926	0.380396	-0.097315	0
2017-03-24	1,038.449951	1,040.469971	934.357971	937.52002	491,038,016	35.589811	-33.905997	-7.597003	0.342798	65.065938	-0.156752	-0.056775	31.587726	0.25657	0.354957	0.037609	1
2017-03-25	936.539978	975.760986	903.713013	972.778992	435,803,008	39.155813	-39.685892	-14.014781	0.354927	65.564655	-0.124139	0.053421	32.466472	0.211348	0.292948	-0.006223	0
2017-03-26	974.015015	1,007.960022	954.185974	966.724976	303,668,000	38.759025	-44.244981	-20.060821	0.359623	64.722469	-0.128394	-0.035336	32.608742	0.17058	0.212833	0.081766	1
2017-03-27	972.054993	1,046.400024	971.984009	1,045.77002	372,535,008	46.396829	-41.007113	-24.25008	0.353601	65.79051	-0.057439	0.044938	31.994375	0.299817	0.227248	0.00132	1
2017-03-28	1,044.579956	1,064.650024	1,027.72998	1,047.150024	326,332,000	46.522227	-37.892919	-26.978647	0.355593	63.728334	-0.056349	0.037672	31.085347	0.387909	0.286102	-0.006857	0
2017-03-29	1,046.079956	1,055.130005	1,015.880005	1,039.969971	298,457,984	45.92031	-35.593962	-28.70171	0.352332	61.979882	-0.062458	-0.033203	30.391356	0.546124	0.411284	-0.01302	0
2017-03-30	1,042.209961	1,049.290039	1,020.039978	1,026.430054	352,968,992	44.744628	-34.467264	-29.854821	0.356642	59.642037	-0.074053	-0.040616	29.746936	0.639073	0.524369	0.044192	1
2017-03-31	1,026.640015	1,074.920044	1,026.640015	1,071.790039	447,287,008	49.416939	-29.573273	-29.798511	0.35019	58.845463	-0.034481	0.053648	28.617182	0.811658	0.665618	0.008127	1
2017-04-01	1,071.709961	1,091.719971	1,061.089966	1,080.5	289,633,984	50.286224	-24.707121	-28.780233	0.331366	56.830073	-0.028243	0.03297	27.230627	0.918865	0.789865	0.020056	1
2017-04-02	1,080.609985	1,107.589966	1,075.449951	1,102.170044	514,187,008	52.474547	-18.884381	-26.801063	0.305789	55.066497	-0.010493	0.056664	25.627335	1	0.910174	0.03778	1
2017-04-03	1,102.949951	1,151.73999	1,102.949951	1,143.810059	580,444,032	56.442222	-10.785488	-23.597948	0.277493	54.673886	0.024231	0.060535	24.264635	1	0.972955	-0.009232	0
2017-04-04	1,145.52002	1,156.439941	1,120.52002	1,133.25	436,310,016	55.183984	-5.159688	-19.910296	0.236266	53.334318	0.01219	-0.042906	23.08103	0.979887	0.993296	-0.007474	0
2017-04-05	1,134.140015	1,135.089966	1,113.630005	1,124.780029	414,784,000	54.141452	-1.368878	-16.202012	0.216649	51.057578	0.002471	-0.042618	21.83604	0.943108	0.974332	0.051477	1
2017-04-06	1,125.810059	1,188.369995	1,125.810059	1,182.680054	511,222,016	59.740633	6.235536	-11.714503	0.238179	51.952748	0.050794	0.054865	21.599395	0.943108	0.955368	-0.004887	0
2017-04-07	1,178.939941	1,186.579956	1,163.390015	1,176.900024	317,022,016	58.966624	11.661264	-7.039349	0.243562	49.898262	0.042889	-0.032253	21.379653	0.950925	0.945714	-0.000807	0
2017-04-08	1,172.650024	1,184.97998	1,162.579956	1,175.949951	209,312,000	58.831696	15.70351	-2.490777	0.255665	47.934102	0.039656	-0.022005	21.155291	0.973263	0.955765	0.010137	1
2017-04-09	1,176.569946	1,197.209961	1,171.859985	1,187.869995	242,343,008	60.06633	19.642441	1.935866	0.269177	46.32095	0.047722	0.026051	21.166272	0.973263	0.965817	-0.000623	0
2017-04-10	1,187.300049	1,190.339966	1,179.040039	1,187.130005	215,883,008	59.94614	22.445622	6.037818	0.28007	43.819449	0.044504	-0.022617	21.176468	0.982945	0.97649	0.015062	1
2017-04-11	1,187.459961	1,208.069946	1,187.459961	1,205.01001	216,182,000	61.928421	25.812381	9.99273	0.29223	42.185198	0.057908	0.023173	21.519755	0.997385	0.984531	-0.003851	0
2017-04-12	1,204.810059	1,207.140015	1,196.76001	1,200.369995	288,702,016	61.083567	27.785854	13.551355	0.298471	39.913399	0.052263	-0.030245	21.838522	0.980997	0.987109	-0.0259	0
2017-04-13	1,201.02002	1,205.890015	1,156.439941	1,169.280029	351,968,992	55.609314	26.535262	16.148136	0.267204	40.59459	0.024078	-0.038023	20.915863	0.815257	0.931213	-0.001488	0
2017-04-14	1,170.329956	1,190.800049	1,159.790039	1,167.540039	254,827,008	55.310556	25.114255	17.94136	0.242059	39.909977	0.022539	-0.028617	20.059108	0.625777	0.807343	0.004265	1
2017-04-15	1,167.300049	1,188	1,164.959961	1,172.52002	203,559,008	56.03852	24.111992	19.175487	0.20692	38.704981	0.026922	0.023533	19.26355	0.434494	0.625176	0.008887	1
2017-04-16	1,172.609985	1,187.219971	1,172.609985	1,182.939941	183,231,008	57.595001	23.883181	20.117026	0.196795	36.990336	0.035339	0.020696	18.524818	0.41735	0.492541	0.009274	1
2017-04-17	1,183.25	1,194.900024	1,172.650024	1,193.910034	253,206,000	59.231539	24.306848	20.95499	0.185189	35.937455	0.044415	0.02802	18.057003	0.491385	0.447743	0.014876	1
2017-04-18	1,193.77002	1,217.569946	1,193.77002	1,211.670044	270,524,000	61.801758	25.778532	21.919698	0.1694	35.070489	0.059364	0.02912	18.228259	0.693635	0.534124	-0.001139	0
2017-04-19	1,212.130005	1,215.51001	1,205.079956	1,210.290039	288,060,992	61.47743	26.527703	22.841299	0.139032	33.310458	0.057597	-0.030131	18.387282	0.856418	0.680479	0.015525	1
2017-04-20	1,211.079956	1,240.790039	1,208.410034	1,229.079956	315,108,000	64.229955	28.31126	23.935291	0.125942	33.243997	0.073892	0.033984	19.164371	0.971862	0.840638	-0.00572	0
2017-04-21	1,229.420044	1,235.939941	1,215.560059	1,222.050049	272,167,008	62.432588	28.825209	24.913275	0.108338	32.325132	0.068291	-0.028388	19.885953	0.910113	0.912798	0.007905	1
2017-04-22	1,222.709961	1,235.560059	1,208.469971	1,231.709961	249,320,000	63.926403	29.669974	25.864615	0.096741	31.9512	0.077551	0.026765	20.234862	0.921485	0.934487	-0.019891	0
2017-04-23	1,231.920044	1,232.199951	1,203.939941	1,207.209961	258,951,008	57.663651	28.039292	26.29955	0.0921	31.687543	0.057004	-0.027074	20.350555	0.676091	0.835896	0.03557	1
2017-04-24	1,209.630005	1,250.939941	1,209.630005	1,250.150024	235,806,000	64.270484	29.867574	27.013155	0.091771	32.547717	0.094926	0.02534	20.984367	0.743262	0.780279	0.01227	1
2017-04-25	1,250.449951	1,267.579956	1,249.969971	1,265.48999	242,556,000	66.294119	32.183318	28.047187	0.088777	31.480737	0.108504	0.025421	21.99108	0.754606	0.724653	0.012319	1
2017-04-26	1,265.98999	1,294.829956	1,265.930054	1,281.079956	329,631,008	68.261535	34.87453	29.412656	0.10411	31.327824	0.12103	0.033691	23.516246	1	0.832623	0.028609	1
2017-04-27	1,281.880005	1,319.699951	1,281.300049	1,317.72998	449,196,992	72.347862	39.509248	31.431974	0.128198	31.848694	0.149726	0.044415	25.382532	1	0.918202	-0.000949	0
2017-04-28	1,317.73999	1,331.280029	1,292.369995	1,316.47998	527,488,992	72.00734	42.590474	33.663674	0.143742	32.353075	0.146076	-0.049938	27.305498	0.99304	0.99768	0.004034	1

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