Datasets:

paperswithbacktest
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Stocks-Daily-Price

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Split (1)

train · 24.6M rows

symbol stringlengths 1 7	date stringdate 1962-01-02 00:00:00 2025-08-21 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 ⌀
ZG	2014-08-26	45.416279	46.03056	44.901775	45.777985	2,024,258	45.777985
ZG	2014-08-27	46.064857	46.083569	44.62114	44.99844	2,422,568	44.99844
ZG	2014-08-28	45.110695	45.304024	44.449642	44.658558	2,428,020	44.658558
ZG	2014-08-29	44.992207	45.213596	44.153416	44.733395	1,690,089	44.733395
ZG	2014-09-02	45.397568	45.397568	44.218895	44.923607	1,793,996	44.923607
ZG	2014-09-03	45.088867	45.213596	43.35516	43.651386	3,000,469	43.651386
ZG	2014-09-04	43.542252	43.960087	42.410351	43.027752	3,444,639	43.027752
ZG	2014-09-05	43.083878	43.130653	41.752419	42.781418	3,089,624	42.781418
ZG	2014-09-08	42.469597	42.781418	40.536327	41.063297	5,514,116	41.063297
ZG	2014-09-09	40.851261	41.699409	40.29311	40.570625	5,130,238	40.570625
ZG	2014-09-10	40.848145	41.802307	40.342999	41.343933	2,657,641	41.343933
ZG	2014-09-11	41.203617	41.453072	39.987526	40.523853	3,839,100	40.523853
ZG	2014-09-12	40.558155	40.558155	39.76302	39.887745	3,289,420	39.887745
ZG	2014-09-15	39.69442	39.862801	38.36919	39.1768	3,993,036	39.1768
ZG	2014-09-16	39.407547	42.167133	39.167446	41.584034	7,666,975	41.584034
ZG	2014-09-17	41.546616	42.114124	40.935455	41.188026	4,366,010	41.188026
ZG	2014-09-18	41.431244	42.135952	40.991581	41.166199	3,292,306	41.166199
ZG	2014-09-19	41.655754	41.655754	39.753662	40.838791	4,041,141	40.838791
ZG	2014-09-22	40.36171	40.433426	38.71843	39.26099	3,705,368	39.26099
ZG	2014-09-23	39.211102	40.046772	38.702839	39.058311	2,943,064	39.058311
ZG	2014-09-24	39.0396	39.40131	38.696602	38.967884	3,343,618	38.967884
ZG	2014-09-25	38.977238	39.273464	37.349548	37.439976	5,225,165	37.439976
ZG	2014-09-26	37.751793	38.487682	37.705021	37.988773	3,460,674	37.988773
ZG	2014-09-29	38.032429	38.28812	36.919239	37.209229	3,681,315	37.209229
ZG	2014-09-30	36.788277	36.791393	35.091988	36.167759	8,478,025	36.167759
ZG	2014-10-01	36.186466	36.186466	34.474586	35.219833	6,499,306	35.219833
ZG	2014-10-02	34.976616	36.513878	34.664795	35.441223	6,194,962	35.441223
ZG	2014-10-03	35.68132	36.11475	34.873714	35.151234	3,926,330	35.151234
ZG	2014-10-06	35.481758	35.812286	33.772999	34.278141	5,824,553	34.278141
ZG	2014-10-07	33.910194	34.892422	33.903961	34.150295	3,487,933	34.150295
ZG	2014-10-08	34.09417	34.989086	33.464298	34.745869	3,883,998	34.745869
ZG	2014-10-09	34.524479	35.207359	33.935143	34.742748	3,814,406	34.742748
ZG	2014-10-10	34.655441	34.867477	32.622391	32.6754	4,964,436	32.6754
ZG	2014-10-13	32.569378	33.015278	31.181789	31.278454	5,988,431	31.278454
ZG	2014-10-14	31.71188	32.538197	31.228563	32.120361	5,457,673	32.120361
ZG	2014-10-15	31.512318	33.80106	30.604927	33.526661	7,099,336	33.526661
ZG	2014-10-16	32.519489	33.807297	32.054878	32.918617	4,282,949	32.918617
ZG	2014-10-17	33.925789	34.091049	32.750233	32.787651	4,445,864	32.787651
ZG	2014-10-20	32.634861	33.882133	32.525726	33.613968	3,343,939	33.613968
ZG	2014-10-21	34.019333	34.424698	33.557842	33.991268	2,866,096	33.991268
ZG	2014-10-22	33.869659	34.405987	32.285625	32.563145	3,541,811	32.563145
ZG	2014-10-23	32.899906	34.299969	32.584969	33.81665	4,127,088	33.81665
ZG	2014-10-24	33.701279	33.716869	32.678516	33.074524	2,725,309	33.074524
ZG	2014-10-27	32.974743	33.623325	32.650452	32.91238	2,032,276	32.91238
ZG	2014-10-28	33.071407	33.882133	32.653568	33.420643	3,371,519	33.420643
ZG	2014-10-29	33.37075	33.37075	32.507015	32.903027	3,093,152	32.903027
ZG	2014-10-30	31.3377	32.943562	30.745245	32.503899	5,370,122	32.503899
ZG	2014-10-31	33.302151	34.193951	32.874962	33.903961	4,403,852	33.903961
ZG	2014-11-03	34.034924	34.717804	33.224197	33.635796	4,311,812	33.635796
ZG	2014-11-04	33.417522	33.88525	33.168072	33.542252	2,745,192	33.542252
ZG	2014-11-05	33.910194	33.988152	31.917681	32.357342	7,475,196	32.357342
ZG	2014-11-06	29.591518	32.263798	29.382601	30.985346	14,566,194	30.985346
ZG	2014-11-07	31.135017	32.341751	31.019646	32.179607	4,681,579	32.179607
ZG	2014-11-10	32.566261	33.305271	32.282509	33.074524	5,483,970	33.074524
ZG	2014-11-11	33.052696	33.95385	33.052696	33.916431	3,195,134	33.916431
ZG	2014-11-12	33.81665	34.17836	32.956036	33.111942	3,671,053	33.111942
ZG	2014-11-13	33.364513	33.398815	31.665108	31.948862	2,932,802	31.948862
ZG	2014-11-14	32.014343	35.756157	31.821016	35.456814	8,495,664	35.456814
ZG	2014-11-17	35.226067	38.434673	35.004677	36.750858	14,242,608	36.750858
ZG	2014-11-18	36.763329	37.904583	36.052383	37.093857	4,917,935	37.093857
ZG	2014-11-19	38.821327	39.878391	37.620831	37.717491	11,796,950	37.717491
ZG	2014-11-20	37.542873	38.05114	36.092922	36.283131	4,917,614	36.283131
ZG	2014-11-21	36.71344	36.741505	35.703148	35.865295	4,662,337	35.865295
ZG	2014-11-24	35.918304	36.482693	35.469288	36.364204	4,271,724	36.364204
ZG	2014-11-25	36.414093	36.685375	35.721859	36.117867	2,487,991	36.117867
ZG	2014-11-26	36.195824	37.483631	36.014969	37.483631	2,909,390	37.483631
ZG	2014-11-28	37.879639	38.054256	36.604301	36.906765	1,738,515	36.906765
ZG	2014-12-01	36.732147	36.738384	34.62426	34.99844	4,902,220	34.99844
ZG	2014-12-02	35.120049	35.659496	34.377922	35.544121	3,083,210	35.544121
ZG	2014-12-03	35.58466	36.495167	35.313377	35.915188	3,466,126	35.915188
ZG	2014-12-04	35.625195	36.286247	35.594013	35.908951	1,918,427	35.908951
ZG	2014-12-05	35.859058	37.636421	35.562832	37.022141	4,951,608	37.022141
ZG	2014-12-08	36.947304	37.860928	35.756157	36.482693	4,534,057	36.482693
ZG	2014-12-09	35.97443	37.106331	34.521358	36.803867	4,801,520	36.803867
ZG	2014-12-10	36.526348	37.252884	35.43187	35.581539	4,622,249	35.581539
ZG	2014-12-11	35.859058	36.672901	35.60025	36.50452	3,154,726	36.50452
ZG	2014-12-12	36.177113	37.231056	35.634548	36.760212	3,870,208	36.760212
ZG	2014-12-15	36.850639	37.807919	36.576241	36.856876	3,244,522	36.856876
ZG	2014-12-16	36.825695	36.869347	34.755222	34.870598	3,608,516	34.870598
ZG	2014-12-17	34.992207	35.216713	33.754288	34.390396	4,060,062	34.390396
ZG	2014-12-18	34.867477	35.385094	32.921734	33.473652	5,264,932	33.473652
ZG	2014-12-19	33.807297	34.315559	33.074524	33.95697	3,096,679	33.95697
ZG	2014-12-22	34.056751	34.611786	33.411289	33.642033	1,849,156	33.642033
ZG	2014-12-23	33.735577	33.938259	32.659805	32.669163	2,790,411	32.669163
ZG	2014-12-24	32.890553	33.180542	32.60368	32.616154	1,827,349	32.616154
ZG	2014-12-26	32.740879	32.943562	32.407234	32.572498	2,500,177	32.572498
ZG	2014-12-29	32.510136	32.893669	32.210789	32.472717	2,480,615	32.472717
ZG	2014-12-30	32.469597	32.862488	31.543499	32.082943	2,987,962	32.082943
ZG	2014-12-31	32.086063	33.364513	31.877144	33.018398	3,365,105	33.018398
ZG	2015-01-02	33.040226	33.423759	31.945744	32.329281	2,517,174	32.329281
ZG	2015-01-05	32.082943	32.24197	30.012472	30.427191	4,618,401	30.427191
ZG	2015-01-06	30.53009	31.272217	29.314001	30.227627	5,019,596	30.227627
ZG	2015-01-07	29.120674	31.786716	28.815092	31.718117	7,483,535	31.718117
ZG	2015-01-08	31.780479	32.678516	31.400063	32.410351	2,934,405	32.410351
ZG	2015-01-09	32.410351	32.890553	31.927034	32.029934	3,491,461	32.029934
ZG	2015-01-12	31.923916	32.538197	31.565327	32.432178	2,461,373	32.432178
ZG	2015-01-13	32.566261	33.504833	32.2981	32.500778	4,400,645	32.500778
ZG	2015-01-14	32.145306	32.694107	32.045525	32.491425	2,437,961	32.491425
ZG	2015-01-15	32.31057	32.762707	29.232927	29.781727	8,188,112	29.781727
ZG	2015-01-16	29.943872	30.208918	29.532272	30.037418	5,678,314	30.037418

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.