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 2025-08-27 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 ⌀
ZBH	2011-01-13	53.980583	54.05825	53.631069	53.825245	1,163,282	48.022755
ZBH	2011-01-14	53.524273	54.242718	53.417477	54.14563	1,488,556	48.308613
ZBH	2011-01-18	54.184467	54.699028	53.961166	54.524273	1,615,967	48.64642
ZBH	2011-01-19	54.631069	54.951454	54.087379	54.300972	2,173,197	48.447189
ZBH	2011-01-20	54.330097	54.699028	53.951454	54.213593	1,636,155	48.369244
ZBH	2011-01-21	54.669903	55.592232	54.31068	54.718449	2,334,804	48.819668
ZBH	2011-01-24	54.60194	54.834949	53.563107	53.815533	1,979,660	48.014084
ZBH	2011-01-25	53.45631	54.85437	53.233009	54.737865	2,713,638	48.836983
ZBH	2011-01-26	54.805824	54.922329	53.300972	53.669903	3,498,807	47.884155
ZBH	2011-01-27	56.320389	58.912621	55.922329	57.359222	5,335,915	51.175751
ZBH	2011-01-28	57.262135	57.475727	56.728153	56.873787	2,665,022	50.742649
ZBH	2011-01-31	56.961166	57.699028	56.796116	57.436893	2,061,648	51.245049
ZBH	2011-02-01	57.621361	58.640778	57.592232	58.45631	1,726,795	52.154579
ZBH	2011-02-02	58.174755	58.893204	57.796116	58.757282	2,064,223	52.423111
ZBH	2011-02-03	58.466019	58.85437	58.271847	58.737865	2,347,679	52.405781
ZBH	2011-02-04	58.737865	58.970875	58.233009	58.883495	2,518,968	52.535702
ZBH	2011-02-07	58.864079	58.912621	58.194176	58.242718	2,850,834	51.964005
ZBH	2011-02-08	58.320389	58.737865	58.019417	58.213593	1,839,168	51.938019
ZBH	2011-02-09	58.05825	58.330097	57.116505	57.640778	2,422,560	51.426952
ZBH	2011-02-10	57.31068	58.592232	57.31068	58.300972	2,235,306	52.015991
ZBH	2011-02-11	57.990292	58.990292	57.776699	58.864079	2,026,422	52.518383
ZBH	2011-02-14	58.815533	59.194176	58.737865	59.009708	678,667	52.648312
ZBH	2011-02-15	58.718449	59.077671	58.582523	58.902912	887,757	52.553024
ZBH	2011-02-16	59.019417	59.650486	58.85437	59.524273	1,241,665	53.107414
ZBH	2011-02-17	59.174755	60.485435	59.029125	60.436893	1,901,586	53.921646
ZBH	2011-02-18	61.271847	63.320389	60.737865	61.873787	2,982,983	55.203644
ZBH	2011-02-22	60.873787	61.339806	60.135921	60.194176	3,426,398	53.705093
ZBH	2011-02-23	61.359222	61.611649	59.660194	59.669903	2,868,138	53.237339
ZBH	2011-02-24	59.766991	60.165051	58.970875	59.233009	1,895,612	52.847538
ZBH	2011-02-25	59.553398	60.514565	59.54369	60.194176	1,858,120	53.705093
ZBH	2011-02-28	60.320389	61.029125	59.980583	60.524273	1,590,732	53.999599
ZBH	2011-03-01	61.485435	61.485435	59.427185	59.436893	1,508,641	53.029442
ZBH	2011-03-02	59.281551	60.45631	58.834949	60.39806	1,581,874	53.886997
ZBH	2011-03-03	60.786407	61.553398	60.650486	61.378639	1,387,101	54.76186
ZBH	2011-03-04	61.223301	61.504852	60.563107	60.922329	1,139,180	54.354748
ZBH	2011-03-07	61.077671	61.155338	59.805824	60.067963	1,692,908	53.592499
ZBH	2011-03-08	60.174755	61.165051	59.893204	60.951454	1,068,522	54.38073
ZBH	2011-03-09	60.873787	61.427185	60.805824	61.174755	918,451	54.579964
ZBH	2011-03-10	60.504852	60.582523	59.485435	59.485435	1,515,027	53.07275
ZBH	2011-03-11	59.631069	60.097088	58.922329	59.883495	941,523	53.427906
ZBH	2011-03-14	59.446602	59.68932	58.611649	59.242718	1,086,856	52.856213
ZBH	2011-03-15	58.009708	59.077671	57.631069	58.902912	1,743,378	52.553024
ZBH	2011-03-16	58.60194	59.116505	57.39806	57.679611	2,092,651	51.461601
ZBH	2011-03-17	58.475727	58.631069	57.766991	57.970875	1,064,917	51.72147
ZBH	2011-03-18	58.68932	59.223301	58.281551	58.553398	1,633,786	52.241192
ZBH	2011-03-21	59.135921	59.864079	59.135921	59.572815	1,198,302	53.150719
ZBH	2011-03-22	59.563107	59.592232	58.980583	58.980583	1,038,034	52.622326
ZBH	2011-03-23	58.776699	59.029125	57.970875	58.349514	1,554,064	52.059303
ZBH	2011-03-24	58.514565	58.621361	57.893204	58.252426	1,543,249	51.972672
ZBH	2011-03-25	58.407768	59.291264	58.359222	58.970875	901,971	52.613663
ZBH	2011-03-28	59	59.165051	58.747574	58.805824	626,549	52.466423
ZBH	2011-03-29	58.912621	59.271847	58.504852	59.184467	940,390	52.804234
ZBH	2011-03-30	59.242718	59.485435	59.116505	59.174755	790,216	52.795578
ZBH	2011-03-31	58.932037	59.14563	58.640778	58.766991	1,070,479	52.431767
ZBH	2011-04-01	59.097088	59.922329	59.05825	59.495148	1,316,546	53.081421
ZBH	2011-04-04	59.485435	59.631069	58.776699	59.048546	1,150,201	52.682968
ZBH	2011-04-05	58.844662	58.912621	58.378639	58.621361	1,331,481	52.301849
ZBH	2011-04-06	58.873787	59.475727	58.747574	58.932037	3,231,831	52.57901
ZBH	2011-04-07	58.786407	59.640778	58.679611	58.932037	1,262,574	52.57901
ZBH	2011-04-08	59.223301	59.271847	58.038834	58.165051	1,362,381	51.894718
ZBH	2011-04-11	58.300972	58.844662	58.174755	58.660194	934,828	52.336475
ZBH	2011-04-12	57.980583	58.650486	57.757282	57.922329	1,351,566	51.678162
ZBH	2011-04-13	58.029125	58.39806	57.786407	58.126213	1,061,621	51.860058
ZBH	2011-04-14	57.912621	59.106796	57.776699	58.417477	1,645,013	52.119942
ZBH	2011-04-15	58.572815	60.611649	58.572815	60.194176	2,359,009	53.705093
ZBH	2011-04-18	59.766991	59.883495	59.31068	59.621361	1,134,133	53.194038
ZBH	2011-04-19	59.718449	61.475727	59.611649	61.475727	2,175,463	54.848503
ZBH	2011-04-20	60.94175	60.980583	59.39806	59.747574	3,267,881	53.306644
ZBH	2011-04-21	60.05825	60.553398	59.815533	60.427185	1,144,536	53.912987
ZBH	2011-04-25	60.31068	60.611649	59.611649	59.650486	782,388	53.22002
ZBH	2011-04-26	59.776699	61.097088	59.650486	60.961166	1,751,000	54.3894
ZBH	2011-04-27	60.932037	61.475727	60.378639	61.077671	1,620,087	54.493347
ZBH	2011-04-28	62.233009	64.728157	62.155338	63.844662	4,259,462	56.962051
ZBH	2011-04-29	64.359222	64.805824	63.320389	63.349514	2,429,873	56.520283
ZBH	2011-05-02	63.747574	64.728157	63.660194	63.970875	1,752,957	57.074657
ZBH	2011-05-03	63.708736	64.349518	63.54369	64.213593	1,236,412	57.29121
ZBH	2011-05-04	64.233009	64.359222	63.611649	64.242722	1,795,290	57.317184
ZBH	2011-05-05	63.864079	65.398056	63.796116	64.388351	2,350,357	57.447124
ZBH	2011-05-06	65.184464	66.155342	64.640778	65.533981	3,258,302	58.469261
ZBH	2011-05-09	65.407768	66.048546	65.077667	65.961166	1,645,734	58.85038
ZBH	2011-05-10	66.165047	67.70874	66.097084	67.660194	2,592,613	60.366257
ZBH	2011-05-11	67.262138	67.893204	66.893204	67.135925	3,253,667	59.898499
ZBH	2011-05-12	67	67.718445	66.776695	67.514565	2,128,804	60.236343
ZBH	2011-05-13	67.475731	67.834953	66.485435	66.883492	1,028,352	59.673271
ZBH	2011-05-16	66.737862	66.990288	66.611649	66.873787	1,212,516	59.664619
ZBH	2011-05-17	66.543686	66.883492	66.233009	66.79612	1,421,606	59.595337
ZBH	2011-05-18	66.679611	67.097084	66.601944	66.864075	1,868,935	59.655979
ZBH	2011-05-19	66.970871	66.990288	66.05825	66.29126	1,904,058	59.144897
ZBH	2011-05-20	66.252426	66.427185	65.281555	65.728157	1,444,472	58.642513
ZBH	2011-05-23	65.165047	65.349518	64.631065	65.048546	1,436,026	58.036133
ZBH	2011-05-24	65.087379	65.310677	64.844658	65.019417	1,534,185	58.010151
ZBH	2011-05-25	64.699028	65.320389	64.485435	65.213593	2,014,268	58.183395
ZBH	2011-05-26	65.213593	66.048546	64.902916	66.048546	1,433,245	58.928349
ZBH	2011-05-27	66.05825	66.388351	65.834953	66.194176	887,139	59.058292
ZBH	2011-05-31	66.475731	66.640778	65.640778	65.786407	1,666,231	58.694481
ZBH	2011-06-01	65.70874	66.077667	64.592232	64.592232	1,091,800	57.629047
ZBH	2011-06-02	64.56311	64.679611	63.990292	64.398056	1,691,054	57.455784
ZBH	2011-06-03	63.650486	63.980583	63.39806	63.902912	2,013,341	57.01403
ZBH	2011-06-06	63.825245	63.825245	63.213593	63.213593	1,084,281	56.398998
ZBH	2011-06-07	63.436893	63.54369	62.582523	62.592232	1,675,089	55.844631

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.