Datasets:

paperswithbacktest
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Stocks-Daily-Price

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Split (1)

train · 24.7M rows

symbol stringlengths 1 7	date stringdate 1962-01-02 00:00:00 2025-09-10 00:00:00	open float64 0 362,812,483B ⌀	high float64 0 413,437,503B ⌀	low float64 0 293,624,993B ⌀	close float64 0 300,037,516B ⌀	volume int64 0 9.23B	adj_close float64 -2,788.5 300,037,516B ⌀
YUM	2015-11-02	51.301224	51.861969	51.279655	51.639111	4,055,878	43.049114
YUM	2015-11-03	51.380302	52.092018	51.329979	51.912292	3,707,015	43.276859
YUM	2015-11-04	51.962616	52.099209	51.286842	51.430626	3,273,579	42.87532
YUM	2015-11-05	51.516895	51.710999	50.884254	51.164631	3,596,987	42.653576
YUM	2015-11-06	50.956146	51.286842	50.682961	51.214954	3,502,538	42.695522
YUM	2015-11-09	50.805176	50.805176	49.173256	49.604603	6,944,568	41.353054
YUM	2015-11-10	49.482388	49.827461	49.130123	49.432064	4,109,431	41.209213
YUM	2015-11-11	49.698059	49.834652	49.0798	49.202011	3,746,241	41.017422
YUM	2015-11-12	49.115746	49.223579	47.943924	48.253056	9,025,782	40.22633
YUM	2015-11-13	49.870598	50.230049	48.799423	49.942486	11,121,323	41.634727
YUM	2015-11-16	49.683681	49.863407	49.029476	49.475197	4,785,875	41.245178
YUM	2015-11-17	49.453629	50.359455	49.295471	50.280373	7,034,426	41.916412
YUM	2015-11-18	50.323509	51.258087	50.122215	51.128685	6,653,431	42.623608
YUM	2015-11-19	51.042416	51.754135	50.869877	51.531273	4,422,545	42.959217
YUM	2015-11-20	51.876347	52.724659	51.660675	52.307693	5,928,998	43.606491
YUM	2015-11-23	52.343639	52.681522	52.142345	52.25737	3,554,005	43.564545
YUM	2015-11-24	51.646297	52.250179	51.488136	52.034508	3,045,455	43.378738
YUM	2015-11-25	52.242992	52.40115	52.099209	52.185478	3,222,808	43.50462
YUM	2015-11-27	52.25737	52.480228	51.905106	52.451473	2,558,884	43.726353
YUM	2015-11-30	52.329262	52.530556	52.063263	52.127964	4,477,490	43.456657
YUM	2015-12-01	52.624012	53.774261	52.624012	53.544212	7,057,517	44.637314
YUM	2015-12-02	53.55859	54.277496	53.537025	53.882099	4,914,542	44.91901
YUM	2015-12-03	53.968369	54.047447	52.422718	52.573689	5,513,646	43.828243
YUM	2015-12-04	52.969086	54.938892	52.839684	54.737598	5,537,710	45.632187
YUM	2015-12-07	54.586628	55.097054	53.925236	54.931705	5,042,375	45.794014
YUM	2015-12-08	54.140907	54.888569	53.292595	54.342201	4,190,666	45.302559
YUM	2015-12-09	54.299065	55.017975	52.947521	53.055355	7,179,507	44.22979
YUM	2015-12-10	53.199139	53.271027	51.164631	52.616821	9,046,229	43.864204
YUM	2015-12-11	52.185478	52.458664	50.992092	51.258087	5,428,238	42.73148
YUM	2015-12-14	51.15744	51.531273	50.668583	51.509705	6,037,496	42.941246
YUM	2015-12-15	51.912292	52.422718	51.818836	52.199856	6,818,126	43.516586
YUM	2015-12-16	52.55212	53.019409	51.826023	52.868439	4,412,948	44.073959
YUM	2015-12-17	52.868439	53.206326	51.905106	51.905106	4,493,765	43.270882
YUM	2015-12-18	51.646297	51.883537	51.042416	51.646297	6,995,200	43.055119
YUM	2015-12-21	51.768513	52.933144	51.768513	52.767792	6,713,522	43.990044
YUM	2015-12-22	52.904385	52.947521	51.811646	52.480228	6,282,312	43.750332
YUM	2015-12-23	52.573689	53.400433	52.55212	53.285404	4,799,367	44.42157
YUM	2015-12-24	53.08411	53.673615	52.969086	53.199139	2,128,508	44.349648
YUM	2015-12-28	52.947521	53.163193	52.523365	53.08411	4,813,834	44.253746
YUM	2015-12-29	53.328541	53.738319	53.033791	53.371674	3,702,286	44.493492
YUM	2015-12-30	53.314163	53.472321	52.990654	53.062546	3,076,336	44.235771
YUM	2015-12-31	52.940331	53.127247	52.49461	52.516174	2,431,607	43.780289
YUM	2016-01-04	51.272465	51.941051	50.783607	51.912292	4,821,623	43.276859
YUM	2016-01-05	52.358017	52.624012	51.265278	51.78289	5,273,420	43.168991
YUM	2016-01-06	51.193386	51.746944	50.913013	51.416248	5,049,330	42.863323
YUM	2016-01-07	50.186916	50.62545	49.37455	49.662113	11,005,453	41.40099
YUM	2016-01-08	49.777138	50.158161	48.864128	48.98634	5,996,184	40.837639
YUM	2016-01-11	49.252335	49.561466	48.353703	48.90007	5,891,859	40.765717
YUM	2016-01-12	49.295471	50.172539	49.216393	50.014378	4,545,788	41.694656
YUM	2016-01-13	50.690151	50.690151	49.439251	49.626167	6,756,365	41.646393
YUM	2016-01-14	49.784328	50.503235	48.785046	50.330696	5,242,123	42.23764
YUM	2016-01-15	49.065422	49.446442	47.994247	48.231487	9,504,008	40.475983
YUM	2016-01-19	48.475918	49.813084	48.418404	49.439251	9,644,777	41.489536
YUM	2016-01-20	48.75629	49.266716	47.792953	48.878506	7,391,218	41.018944
YUM	2016-01-21	49.115746	50.23724	48.66283	49.575844	5,885,738	41.60416
YUM	2016-01-22	49.769951	50.057514	49.367363	49.590221	7,474,399	41.61623
YUM	2016-01-25	49.439251	49.827461	48.418404	48.447159	6,917,026	40.656975
YUM	2016-01-26	48.835369	50.359455	48.713158	50.230049	4,331,435	42.153168
YUM	2016-01-27	49.949677	50.62545	49.633358	49.892162	4,056,852	41.869633
YUM	2016-01-28	50.172539	51.121494	49.827461	50.618259	5,690,303	42.478962
YUM	2016-01-29	50.833931	52.056076	50.668583	52.027317	6,014,267	43.661446
YUM	2016-02-01	51.703812	52.825306	51.380302	52.55212	6,805,746	44.10186
YUM	2016-02-02	52.171101	53.105679	51.430626	51.991371	14,394,207	43.63129
YUM	2016-02-03	52.185478	52.674335	51.351547	52.084831	14,667,956	43.709717
YUM	2016-02-04	51.739758	52.473042	50.38102	51.984184	17,138,928	43.625244
YUM	2016-02-05	51.984184	52.221424	49.956867	50.15097	10,857,033	42.086819
YUM	2016-02-08	49.396118	49.453629	48.094894	48.475918	6,984,767	40.681103
YUM	2016-02-09	47.943924	49.086987	47.721066	47.785767	6,272,575	40.101921
YUM	2016-02-10	48.109276	48.878506	47.943924	47.994247	3,499,617	40.276871
YUM	2016-02-11	47.26815	47.577282	46.427032	46.901508	4,445,914	39.359848
YUM	2016-02-12	47.404743	48.519051	47.232208	48.411217	4,039,464	40.626812
YUM	2016-02-16	49.007908	50.265995	49.007908	49.978432	6,773,753	41.942009
YUM	2016-02-17	50.359455	51.516895	50.323509	51.186195	6,475,801	42.955582
YUM	2016-02-18	50.948959	51.495327	50.589504	51.063984	4,097,886	42.853024
YUM	2016-02-19	50.9202	51.028038	50.14378	50.697338	4,640,376	42.545322
YUM	2016-02-22	51.265278	51.861969	51.121494	51.732567	7,635,199	43.414089
YUM	2016-02-23	51.373112	51.897915	51.042416	51.409058	4,782,536	43.142616
YUM	2016-02-24	50.833931	51.538464	49.992809	51.387489	4,711,734	43.124504
YUM	2016-02-25	51.624729	51.718189	49.971245	51.01366	6,946,793	42.81078
YUM	2016-02-26	51.437817	51.437817	50.639828	51.344357	8,354,207	43.088306
YUM	2016-02-29	51.265278	52.746227	51.200577	52.099209	7,788,348	43.721779
YUM	2016-03-01	52.40115	55.132999	52.336449	54.773544	9,650,480	45.966087
YUM	2016-03-02	54.507549	54.730412	53.817398	54.212795	3,719,534	45.495506
YUM	2016-03-03	54.299065	54.95327	53.853344	54.917328	2,946,555	46.086754
YUM	2016-03-04	54.917328	56.362328	54.57225	56.11071	6,650,232	47.088242
YUM	2016-03-07	55.715313	56.376705	55.248024	56.11071	4,712,430	47.088242
YUM	2016-03-08	55.643421	55.909416	55.089863	55.125809	4,995,081	46.2617
YUM	2016-03-09	55.42775	55.81596	54.651329	54.852623	3,592,397	46.032452
YUM	2016-03-10	55.204887	55.693745	54.270309	55.183323	3,424,364	46.309975
YUM	2016-03-11	55.470882	55.923798	55.19051	55.909416	2,512,424	46.919319
YUM	2016-03-14	55.844715	55.895039	55.298347	55.751259	3,647,480	46.786591
YUM	2016-03-15	55.679367	56.923077	55.542774	56.240116	4,069,510	47.196838
YUM	2016-03-16	55.96693	56.793674	55.96693	56.542057	3,322,404	47.450226
YUM	2016-03-17	56.642704	57.124371	56.161034	56.642704	3,089,133	47.534687
YUM	2016-03-18	56.793674	56.82962	56.218548	56.297626	6,928,154	47.245098
YUM	2016-03-21	56.398273	57.239395	56.333572	57.102802	5,257,424	47.920799
YUM	2016-03-22	56.621136	57.145939	56.549244	56.779297	2,783,947	47.649319
YUM	2016-03-23	56.865562	58.590942	56.161034	57.907982	9,057,775	48.596523
YUM	2016-03-24	57.59166	57.59166	56.728973	57.045292	4,167,297	47.872543
YUM	2016-03-28	57.419125	57.562904	57.066856	57.368797	2,142,836	48.144032

Subsets and Splits

AAPL Prices from 2015

Retrieves all stock data for Apple (AAPL) from after January 1, 2015, ordered by date, providing a basic time series of the stock's performance.