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
2016-10-11	619.237976	642.080017	618.5	641.072021	103,590,000	75.708793	5.782653	3.654667	0.059968	6.022768	0.063025	0.033085	23.62425	0.863396	0.876024	-0.007612	0
2016-10-12	640.870972	641.336975	635.965027	636.192017	92,370,200	69.707893	6.806871	4.285108	0.065351	5.976281	0.05309	-0.028557	26.389734	0.876203	0.867665	0.000934	1
2016-10-13	636.030029	638.833008	635.028992	636.786011	61,620,700	70.019392	7.579134	4.943913	0.071311	5.821119	0.052101	0.019611	28.717422	0.822881	0.85416	0.005641	1
2016-10-14	637.007996	641.284973	637.007996	640.377991	58,144,600	71.901105	8.384351	5.632	0.077227	5.726679	0.055851	0.018148	31.040661	0.76184	0.820308	-0.002705	0
2016-10-15	640.310974	642.10199	637.390015	638.645996	39,035,400	69.631674	8.781506	6.261902	0.079091	5.6542	0.050951	-0.011967	33.251746	0.75033	0.778351	0.004674	1
2016-10-16	639.083008	642.89801	638.901001	641.630981	40,298,100	71.31225	9.230712	6.855664	0.083513	5.554044	0.053378	0.012504	35.359137	0.771056	0.761076	-0.0038	0
2016-10-17	641.817993	642.328003	638.663025	639.192993	58,063,600	68.002201	9.282977	7.341126	0.084566	5.419111	0.047131	-0.017793	37.241692	0.708553	0.743313	-0.001929	0
2016-10-18	639.411011	640.736023	635.995972	637.960022	65,546,700	66.325495	9.11978	7.696857	0.083177	5.370607	0.042929	-0.02045	38.162501	0.637458	0.705689	-0.011662	0
2016-10-19	638.133972	638.874023	628.013	630.52002	69,381,696	57.16591	8.294486	7.816383	0.079176	5.762779	0.028983	-0.022099	37.006191	0.374606	0.573539	0.000534	1
2016-10-20	630.663025	631.916992	628.257996	630.856995	56,957,300	57.452511	7.580245	7.769155	0.076224	5.612509	0.027675	0.018551	35.932475	0.169969	0.394011	0.003124	1
2016-10-21	630.825012	634.093994	630.69397	632.828003	55,951,000	59.173228	7.091501	7.633624	0.0746	5.454474	0.028857	0.017892	35.247547	0.041236	0.19527	0.038661	1
2016-10-22	633.135986	658.197021	632.849976	657.294006	78,556,496	73.499836	8.579471	7.822794	0.081652	6.876942	0.065801	0.024679	36.717944	0.334861	0.182022	-0.000339	0
2016-10-23	657.620972	661.129028	653.885986	657.070984	54,474,600	73.247511	9.629697	8.184174	0.086014	6.903092	0.063409	-0.016701	38.240533	0.618797	0.331631	-0.005038	0
2016-10-24	657.161011	657.252014	652.594971	653.760986	62,218,200	69.437444	10.078738	8.563087	0.085197	6.74266	0.056509	-0.019399	39.393769	0.80331	0.585656	0.005854	1
2016-10-25	654.002014	664.424011	653.697998	657.588013	90,378,800	71.296502	10.620983	8.974666	0.085249	7.027185	0.060945	0.028737	40.860019	0.798055	0.740054	0.031503	1
2016-10-26	657.677979	679.728027	657.677979	678.304016	88,877,104	78.810272	12.577341	9.695201	0.096376	8.106673	0.091976	0.02747	42.845789	0.8423	0.814555	0.014756	1
2016-10-27	678.213989	688.593994	678.039978	688.312988	96,105,296	81.350427	14.765205	10.709202	0.111577	8.281483	0.105464	0.02891	44.957786	0.955036	0.86513	0.001944	1
2016-10-28	688	690.44397	684.161987	689.651001	81,145,504	81.666821	16.417815	11.850925	0.122493	8.138662	0.105364	0.023724	46.970561	1	0.932445	0.036001	1
2016-10-29	690.289001	720.401978	690.052002	714.479004	134,760,992	86.30851	19.506079	13.381956	0.145067	9.753827	0.141805	0.038486	49.441411	1	0.985012	-0.017656	0
2016-10-30	714.117981	714.117981	696.474976	701.864014	100,665,000	75.806455	20.697043	14.844973	0.15175	10.343127	0.118843	-0.027683	51.73577	0.879877	0.959959	-0.001271	0
2016-10-31	702.640015	709.289001	691.682007	700.971985	97,064,400	75.110473	21.323112	16.140601	0.161194	10.861975	0.114073	-0.027453	53.152995	0.751794	0.877224	0.041116	1
2016-11-01	701.336975	736.452026	701.336975	729.79303	130,527,000	81.136483	23.869739	17.686429	0.182387	12.620408	0.155415	0.03796	54.9792	0.692636	0.774769	0.015122	1
2016-11-02	730.065979	740.828979	722.348999	740.828979	84,865,200	82.848829	26.473299	19.443803	0.203576	13.038949	0.16802	0.023778	56.73848	0.772794	0.739075	-0.070366	0
2016-11-03	742.346008	745.77301	678.156006	688.700012	172,808,000	56.677173	24.053	20.365642	0.200812	16.937382	0.083167	-0.047293	54.364007	0.567544	0.677658	0.021105	1
2016-11-04	689.124023	706.929993	685.562988	703.234985	99,907,696	60.430569	23.042131	20.90094	0.199172	17.253783	0.102695	0.0287	52.159139	0.335592	0.558643	0.00026	1
2016-11-05	703.525024	707.51001	697.739014	703.41803	53,752,300	60.477008	22.002153	21.121182	0.196754	16.719298	0.099656	0.01501	50.137626	0.084969	0.329368	0.011521	1
2016-11-06	703.812012	714.257996	699.559998	711.521973	59,902,200	62.571376	21.583087	21.213563	0.193601	16.57492	0.108666	0.01648	48.564965	0.151275	0.190612	-0.011793	0
2016-11-07	710.736023	710.736023	699.903015	703.130981	65,047,100	59.08039	20.339431	21.038737	0.185883	16.220922	0.092417	-0.017605	47.104638	0.136086	0.12411	0.009553	1
2016-11-08	703.088989	712.987	702.390015	709.848022	79,660,800	60.9582	19.6691	20.76481	0.173186	15.819213	0.099416	0.021947	45.857455	0.141499	0.142954	0.018912	1
2016-11-09	709.825012	740.046021	708.609985	723.27301	132,429,000	64.467839	19.990703	20.609988	0.160028	16.9347	0.116233	0.035702	45.781485	0.162833	0.146806	-0.0107	0
2016-11-10	722.843994	723.018005	711.210022	715.533997	68,807,800	61.060247	19.397499	20.36749	0.140711	16.586721	0.100269	-0.017911	45.710942	0.185105	0.163146	0.001226	1
2016-11-11	715.554993	718.317993	714.409973	716.411011	63,119,700	61.309828	18.781645	20.050321	0.132269	15.681099	0.097563	0.01673	45.645437	0.189061	0.179	-0.015853	0
2016-11-12	716.752014	717.14801	704.034973	705.054016	64,622,500	56.279362	17.179132	19.476083	0.119718	15.497666	0.076792	-0.016846	44.617812	0.101421	0.158529	-0.004288	0
2016-11-13	705.195984	705.257019	687.315002	702.031006	80,318,096	54.986084	15.486676	18.678202	0.101617	15.672263	0.068929	-0.021296	42.354853	0.052114	0.114199	0.004259	1
2016-11-14	701.997009	706.283997	699.807983	705.020996	62,993,000	56.061563	14.222709	17.787103	0.081219	15.015388	0.070086	0.017066	40.31043	0.012866	0.055467	0.009359	1
2016-11-15	705.794006	715.718018	705.26001	711.619019	72,038,496	58.422284	13.596677	16.949018	0.072412	14.706933	0.076716	0.019189	38.923458	0.053975	0.039652	0.045781	1
2016-11-16	711.166992	747.61499	709.039001	744.197998	141,294,000	67.661386	15.550142	16.669243	0.079836	16.411865	0.121326	0.036928	38.946874	0.387308	0.151383	-0.004328	0
2016-11-17	744.875977	755.64502	739.510986	740.97699	108,579,000	66.097542	16.646478	16.66469	0.082535	16.39202	0.111907	-0.027367	39.22547	0.66665	0.369311	0.014316	1
2016-11-18	740.705017	752.882019	736.890015	751.585022	87,363,104	68.666129	18.161952	16.964142	0.094465	16.363448	0.122909	0.02264	39.276194	0.958874	0.670944	0.000041	1
2016-11-19	751.833008	756.237	744.46698	751.616028	110,608,000	68.6736	19.144789	17.400272	0.102045	16.035346	0.118214	0.028029	39.440549	0.958874	0.861466	-0.027394	0
2016-11-20	751.879028	755.47998	717.94397	731.026001	154,116,000	58.669787	18.054134	17.531044	0.100597	17.571107	0.083807	-0.037989	37.68432	0.756376	0.891375	0.011247	1
2016-11-21	731.265015	741.721985	730.51001	739.247986	60,802,400	61.106251	17.649772	17.55479	0.102664	17.116884	0.091841	0.015579	36.053536	0.572088	0.762446	0.016367	1
2016-11-22	739.643005	753.869995	736.526978	751.346985	129,906,000	64.429339	18.09699	17.66323	0.106605	17.133036	0.105166	0.032775	35.093477	0.468727	0.599064	-0.008988	0
2016-11-23	751.741028	752.25	738.924011	744.593994	76,543,800	61.282119	17.702441	17.671072	0.101929	16.861104	0.09092	-0.018699	34.201994	0.532345	0.524387	-0.005782	0
2016-11-24	744.619995	746.83197	733.48999	740.289001	85,919,296	59.293677	16.848165	17.506491	0.10033	16.609738	0.080567	-0.02139	32.97883	0.488204	0.496425	0.001837	1
2016-11-25	740.442017	741.648987	734.591003	741.648987	67,807,600	59.738124	16.095348	17.224262	0.098015	15.92747	0.078502	0.01725	31.843035	0.373958	0.464836	-0.00845	0
2016-11-26	741.510986	742.213989	729.625	735.382019	54,962,700	56.667681	14.822182	16.743846	0.096318	15.689007	0.065723	-0.013745	30.406523	0.261582	0.374581	-0.004551	0
2016-11-27	735.437012	739.018005	731.085022	732.034973	52,601,800	55.040556	13.388773	16.072832	0.090864	15.135005	0.057412	-0.013338	29.072619	0.156679	0.264073	0.005161	1
2016-11-28	732.484009	738.005981	732.484009	735.812988	61,888,600	56.556884	12.414533	15.341172	0.087448	14.480434	0.059226	0.015905	27.833994	0.078027	0.165429	-0.000284	0
2016-11-29	736.328979	737.471008	734.559021	735.604004	68,511,104	56.443482	11.493093	14.571556	0.086993	13.654117	0.055382	-0.017331	26.683842	0.071377	0.102028	0.013713	1
2016-11-30	736.283997	747.929016	736.265015	745.690979	84,070,800	60.554632	11.44485	13.946215	0.085934	13.559181	0.066652	0.021642	26.337906	0.206198	0.118534	0.014863	1
2016-12-01	746.046021	758.275024	746.046021	756.773987	80,461,904	64.517469	12.160742	13.58912	0.08744	13.489528	0.078783	0.020274	26.623781	0.400838	0.226138	0.027974	1
2016-12-02	757.544983	781.296021	757.544983	777.94397	127,605,000	70.59444	14.271815	13.725659	0.092485	14.277564	0.104516	0.031514	27.917793	0.699869	0.435635	-0.008727	0
2016-12-03	778.247986	778.247986	764.856018	771.155029	69,547,296	66.652113	15.221581	14.024844	0.087747	14.214307	0.090827	-0.016651	29.119375	0.813893	0.6382	0.003523	1
2016-12-04	771.638	773.872009	768.161011	773.872009	60,557,900	67.435886	16.008973	14.421669	0.082135	13.606928	0.090498	0.014744	30.23513	0.847822	0.787195	-0.019605	0
2016-12-05	773.393982	773.468018	751.713013	758.700012	106,363,000	59.084867	15.233135	14.583963	0.071671	14.21779	0.065603	-0.025521	29.661083	0.601162	0.754292	0.007281	1
2016-12-06	758.719971	765.622009	758.719971	764.223999	116,218,000	60.979545	14.892348	14.64564	0.073828	13.696662	0.069605	0.028615	29.128039	0.479594	0.642859	0.005114	1
2016-12-07	764.210999	771.54303	759.75	768.132019	96,426,096	62.309308	14.767387	14.669989	0.076216	13.560688	0.071171	0.023082	28.972342	0.369727	0.483494	0.003486	1
2016-12-08	768.075989	774.697998	765.945984	770.809998	80,111,904	63.23393	14.714822	14.678956	0.079749	13.217212	0.070716	0.018744	29.004379	0.458645	0.435988	0.002574	1
2016-12-09	769.94397	774.528015	769.648987	772.794006	68,705,296	63.939727	14.664216	14.676008	0.083447	12.621627	0.069256	0.015779	29.034128	0.522084	0.450152	0.002402	1
2016-12-10	773.02301	777.09198	772.909973	774.650024	53,843,100	64.623901	14.605513	14.661909	0.082758	12.02708	0.067634	0.012174	29.217604	0.571688	0.517472	-0.00635	0
2016-12-11	774.752014	774.797974	765.411987	769.731018	57,313,400	61.304139	14.000677	14.529662	0.082172	11.838431	0.057577	-0.012803	28.553965	0.510592	0.534788	0.013454	1
2016-12-12	770.039978	781.921997	770.039978	780.086975	76,571,000	65.340863	14.193366	14.462403	0.086273	11.863613	0.068194	0.017326	28.413744	0.529457	0.537246	0.000601	1
2016-12-13	780.646973	788.460022	777.961975	780.55603	81,645,600	65.51633	14.220004	14.413923	0.088459	11.766072	0.065138	0.01816	28.682068	0.510342	0.516797	0.001185	1
2016-12-14	780.005005	782.033997	776.838989	781.481018	75,979,000	65.883143	14.15261	14.361661	0.08858	11.296711	0.062807	0.016598	28.800341	0.592734	0.544178	-0.004342	0
2016-12-15	780.070007	781.434998	777.802002	778.088013	81,580,096	63.226323	13.667859	14.2229	0.087001	10.75259	0.055328	-0.017531	28.910165	0.503094	0.53539	0.008764	1
2016-12-16	778.963013	785.031982	778.963013	784.906982	83,608,200	66.178232	13.676272	14.113575	0.083325	10.480545	0.061794	0.018287	29.255858	0.599964	0.565264	0.007545	1
2016-12-17	785.166016	792.508972	784.864014	790.828979	78,989,800	68.540109	13.999419	14.090743	0.077356	10.278003	0.066885	0.016967	30.044442	0.736409	0.613156	-0.000378	0
2016-12-18	791.007996	794.737	788.026001	790.530029	60,524,400	68.280885	14.069211	14.086437	0.070304	10.023217	0.064298	-0.012783	30.907767	0.940662	0.759012	0.002763	1
2016-12-19	790.692017	793.611023	790.320007	792.713989	74,886,400	69.197418	14.137778	14.096705	0.059964	9.542346	0.064634	0.016022	31.709425	0.990861	0.889311	0.010296	1
2016-12-20	792.247009	801.336975	791.497009	800.875977	99,629,296	72.406428	14.681482	14.21366	0.056892	9.563604	0.072717	0.020979	32.908526	0.990861	0.974128	0.041711	1
2016-12-21	800.643982	834.281006	799.405029	834.281006	155,576,000	81.089694	17.60494	14.891916	0.081183	11.371631	0.114341	0.032087	35.256632	1	0.993908	0.03627	1
2016-12-22	834.179993	875.781982	834.148987	864.539978	200,027,008	85.531235	22.108593	16.335252	0.122952	13.533157	0.150954	0.039972	38.201692	1	0.996954	0.066445	1
2016-12-23	864.888	925.117004	864.677002	921.984009	275,564,000	90.225043	29.967577	19.061717	0.192282	16.893433	0.219852	0.052951	41.416691	1	1	-0.025122	0
2016-12-24	922.179993	923.479004	886.335022	898.822021	137,727,008	79.084624	33.935709	22.036515	0.221567	18.339901	0.183084	-0.025134	44.402047	0.871599	0.9572	-0.002936	0
2016-12-25	899.651978	899.651978	862.424011	896.182983	143,664,992	77.904329	36.447392	24.918691	0.238223	19.689049	0.173655	-0.026893	45.361825	0.719484	0.863694	0.012751	1
2016-12-26	896.905029	913.184021	896.89801	907.609985	123,771,000	79.341996	38.911435	27.717239	0.254871	19.497048	0.182546	0.02381	46.487447	0.585119	0.725401	0.028193	1
2016-12-27	908.354004	940.047974	904.255005	933.197998	167,308,000	82.143751	42.439727	30.661737	0.277131	20.661042	0.208639	0.031436	47.928862	0.613746	0.63945	0.045781	1
2016-12-28	934.830994	975.921021	934.830994	975.921021	236,630,000	85.64456	48.128519	34.155093	0.311818	22.236898	0.25532	0.043107	49.672635	0.709309	0.636058	-0.002484	0
2016-12-29	975.125	979.396973	954.502991	973.497009	199,320,000	84.630733	51.843708	37.692816	0.333976	22.42669	0.244193	-0.034809	51.326336	0.766127	0.696394	-0.012593	0
2016-12-30	972.534973	972.534973	934.833008	961.237976	187,474,000	79.504905	53.185729	40.791399	0.343625	23.586498	0.220858	-0.033921	51.675086	0.703061	0.726166	0.002606	1
2016-12-31	960.627014	963.742981	947.236023	963.742981	99,135,104	79.774476	53.830894	43.399298	0.346491	23.080816	0.216397	0.018567	51.998926	0.600868	0.690019	0.035883	1
2017-01-01	963.65802	1,003.080017	958.698975	998.325012	147,775,008	83.082608	56.481588	46.015756	0.357398	24.602261	0.250786	0.027173	52.869949	0.565192	0.62304	0.023464	1
2017-01-02	998.617004	1,031.390015	996.702026	1,021.75	222,184,992	84.885948	59.783338	48.769272	0.368735	25.32267	0.26996	0.039774	53.99543	0.628153	0.598071	0.02162	1
2017-01-03	1,021.599976	1,044.079956	1,021.599976	1,043.839966	185,168,000	86.362287	63.45105	51.705628	0.379214	25.119621	0.28658	0.03188	55.166906	0.682393	0.625246	0.106233	1
2017-01-04	1,044.400024	1,159.420044	1,044.400024	1,154.72998	344,945,984	91.075173	74.447452	56.253993	0.425842	31.581082	0.407879	0.057553	57.00683	0.795616	0.702054	-0.12241	0
2017-01-05	1,156.72998	1,191.099976	910.416992	1,013.380005	510,199,008	61.771523	70.938681	59.19093	0.409292	49.374075	0.227484	-0.080492	54.73573	0.562161	0.680056	-0.109711	0
2017-01-06	1,014.23999	1,046.810059	883.94397	902.200989	351,876,000	48.541833	58.512244	59.055193	0.385331	57.480647	0.088564	-0.060374	52.076858	0.333333	0.563703	0.007076	1
2017-01-07	903.487	908.585022	823.55603	908.585022	279,550,016	49.214436	48.618894	56.967933	0.358049	59.448386	0.092129	0.051046	48.506304	0.005271	0.300255	0.002877	1
2017-01-08	908.174988	942.723999	887.249023	911.198975	158,715,008	49.505464	40.522152	53.678777	0.328016	59.164571	0.091085	0.027574	45.708248	0.012823	0.117143	-0.009187	0
2017-01-09	913.244019	913.685974	879.807007	902.828003	141,876,992	48.546037	33.04899	49.55282	0.298748	57.358457	0.076632	-0.023987	42.976719	0.012856	0.010317	0.005373	1
2017-01-10	902.440002	914.872986	901.059998	907.679016	115,808,000	49.160927	27.204298	45.083115	0.279624	54.248066	0.078086	0.020061	40.459625	0.012437	0.012705	-0.143136	0
2017-01-11	908.11499	919.447998	762.765015	777.757019	310,928,992	36.559616	11.950954	38.456683	0.314518	61.564846	-0.076807	-0.052802	39.082541	0.004885	0.010059	0.034814	1
2017-01-12	775.177979	826.245972	755.755981	804.833984	222,326,000	40.01082	2.024122	31.170171	0.342819	62.202356	-0.046031	0.03986	37.885107	0.025954	0.014425	0.023794	1
2017-01-13	803.737	829.000977	780.002991	823.984009	168,968,000	42.397531	-4.248741	24.086388	0.359541	61.259187	-0.025266	0.029132	36.72013	0.056798	0.029212	-0.006762	0
2017-01-14	825.142029	835.085022	812.455994	818.411987	93,063,296	41.875478	-9.55945	17.357221	0.376445	58.49989	-0.033613	-0.015591	35.514696	0.089302	0.057351	0.004137	1
2017-01-15	818.142029	823.307007	812.870972	821.797974	71,013,600	42.340106	-13.341215	11.217534	0.392243	55.066757	-0.031591	0.012086	34.395363	0.103544	0.083215	0.011847	1
2017-01-16	821.78302	834.530029	820.270996	831.533997	82,755,200	43.732883	-15.375437	5.898939	0.40532	52.15192	-0.022411	0.013916	33.102885	0.111709	0.101518	0.091883	1
2017-01-17	830.945984	910.560974	830.796021	907.937988	155,095,008	53.271926	-10.699077	2.579336	0.404012	54.124279	0.063111	0.025722	31.048036	0.181392	0.132215	-0.023482	0
2017-01-18	909.372986	917.499023	858.304016	886.617981	225,676,992	50.689521	-8.614076	0.340654	0.403935	54.486474	0.034489	-0.036489	29.25707	0.332863	0.208655	0.014048	1

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