Datasets:

paperswithbacktest
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Stocks-Daily-Price

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train · 24.4M rows

symbol stringlengths 1 7	date stringdate 1962-01-02 00:00:00 2025-08-05 00:00:00	open float64 0 1,451,250B ⌀	high float64 0 1,653,750B ⌀	low float64 0 1,174,500B ⌀	close float64 0 1,200,150B ⌀	volume int64 0 9.23B	adj_close float64 -654.36 1,200,150B ⌀
ZYXI	2009-05-19	0.818182	0.918182	0.818182	0.909091	20,900	0.489177
ZYXI	2009-05-20	0.918182	1.072727	0.918182	1.072727	41,030	0.577228
ZYXI	2009-05-21	1.045455	1.163636	1.045455	1.045455	15,950	0.562554
ZYXI	2009-05-22	1.090909	1.090909	0.290909	0.963636	34,650	0.518527
ZYXI	2009-05-26	0.963636	1.090909	0.927273	0.963636	10,450	0.518527
ZYXI	2009-05-27	0.936364	0.936364	0.8	0.845455	21,340	0.454935
ZYXI	2009-05-28	0.827273	0.827273	0.827273	0.827273	5,500	0.445151
ZYXI	2009-05-29	0.827273	1.045455	0.818182	1.045455	22,660	0.562554
ZYXI	2009-06-01	0.963636	1	0.772727	0.954545	2,970	0.513635
ZYXI	2009-06-02	0.790909	0.954545	0.790909	0.909091	16,390	0.489177
ZYXI	2009-06-03	0.790909	0.909091	0.790909	0.909091	3,300	0.489177
ZYXI	2009-06-04	0.909091	0.909091	0.909091	0.909091	2,200	0.489177
ZYXI	2009-06-05	0.909091	0.909091	0.909091	0.909091	0	0.489177
ZYXI	2009-06-08	1.018182	1.063636	0.963636	1.063636	33,660	0.572337
ZYXI	2009-06-09	1.090909	1.136364	1.090909	1.090909	17,270	0.587012
ZYXI	2009-06-10	1.090909	1.090909	1.090909	1.090909	1,100	0.587012
ZYXI	2009-06-11	1.045455	1.045455	0.927273	0.954545	11,990	0.513635
ZYXI	2009-06-12	0.936364	0.936364	0.936364	0.936364	110	0.503852
ZYXI	2009-06-15	0.290909	0.954545	0.290909	0.954545	2,750	0.513635
ZYXI	2009-06-16	0.954545	0.954545	0.954545	0.954545	0	0.513635
ZYXI	2009-06-17	1	1	1	1	220	0.538094
ZYXI	2009-06-18	0.6	1	0.6	1	3,520	0.538094
ZYXI	2009-06-19	0.936364	0.954545	0.463636	0.909091	44,000	0.489177
ZYXI	2009-06-22	0.909091	0.909091	0.754545	0.872727	9,570	0.46961
ZYXI	2009-06-23	0.872727	0.872727	0.754545	0.763636	1,210	0.410908
ZYXI	2009-06-24	0.763636	0.763636	0.763636	0.763636	1,760	0.410908
ZYXI	2009-06-25	0.763636	0.763636	0.763636	0.763636	220	0.410908
ZYXI	2009-06-26	0.763636	0.763636	0.763636	0.763636	0	0.410908
ZYXI	2009-06-29	0.754545	0.863636	0.754545	0.854545	12,430	0.459826
ZYXI	2009-06-30	0.863636	0.863636	0.854545	0.854545	3,080	0.459826
ZYXI	2009-07-01	0.863636	0.863636	0.863636	0.863636	2,750	0.464718
ZYXI	2009-07-02	0.863636	0.863636	0.809091	0.863636	11,770	0.464718
ZYXI	2009-07-06	0.809091	0.863636	0.809091	0.809091	7,040	0.435367
ZYXI	2009-07-07	0.809091	0.809091	0.809091	0.809091	5,940	0.435367
ZYXI	2009-07-08	0.809091	0.818182	0.809091	0.809091	14,630	0.435367
ZYXI	2009-07-09	0.818182	0.818182	0.809091	0.809091	19,690	0.435367
ZYXI	2009-07-10	0.809091	0.818182	0.763636	0.818182	30,360	0.440259
ZYXI	2009-07-13	0.818182	0.863636	0.818182	0.863636	12,320	0.464718
ZYXI	2009-07-14	0.863636	0.863636	0.863636	0.863636	770	0.464718
ZYXI	2009-07-15	0.863636	0.863636	0.863636	0.863636	6,930	0.464718
ZYXI	2009-07-16	0.863636	0.863636	0.863636	0.863636	6,050	0.464718
ZYXI	2009-07-17	0.863636	0.863636	0.863636	0.863636	220	0.464718
ZYXI	2009-07-20	0.872727	0.927273	0.872727	0.927273	6,490	0.49896
ZYXI	2009-07-21	1	1	0.990909	0.990909	3,630	0.533203
ZYXI	2009-07-22	1	1.045455	0.863636	1.045455	48,730	0.562554
ZYXI	2009-07-23	0.918182	0.918182	0.918182	0.918182	220	0.494069
ZYXI	2009-07-24	0.927273	0.927273	0.927273	0.927273	550	0.49896
ZYXI	2009-07-27	0.927273	0.963636	0.818182	0.954545	24,310	0.513635
ZYXI	2009-07-28	0.909091	0.954545	0.909091	0.954545	3,740	0.513635
ZYXI	2009-07-29	0.663636	1.018182	0.663636	0.954545	9,130	0.513635
ZYXI	2009-07-30	0.954545	0.954545	0.954545	0.954545	0	0.513635
ZYXI	2009-07-31	0.818182	1.090909	0.818182	1.036364	37,290	0.557662
ZYXI	2009-08-03	0.954545	0.954545	0.954545	0.954545	440	0.513635
ZYXI	2009-08-04	0.818182	1.027273	0.818182	1.027273	4,840	0.55277
ZYXI	2009-08-05	0.845455	0.954545	0.845455	0.954545	2,750	0.513635
ZYXI	2009-08-06	0.918182	1.045455	0.918182	1.045455	7,370	0.562554
ZYXI	2009-08-07	1.027273	1.027273	0.954545	0.954545	2,970	0.513635
ZYXI	2009-08-10	0.954545	0.954545	0.954545	0.954545	0	0.513635
ZYXI	2009-08-11	0.972727	1.090909	0.972727	1.054545	28,050	0.567445
ZYXI	2009-08-12	1.054545	1.054545	1.054545	1.054545	44,000	0.567445
ZYXI	2009-08-13	1.072727	1.118182	1.045455	1.090909	23,980	0.587012
ZYXI	2009-08-14	1.072727	1.136364	1.054545	1.118182	12,320	0.601688
ZYXI	2009-08-17	1.072727	1.072727	1.054545	1.072727	990	0.577228
ZYXI	2009-08-18	1.054545	1.054545	1.054545	1.054545	3,740	0.567445
ZYXI	2009-08-19	1.072727	1.072727	1.027273	1.027273	14,850	0.55277
ZYXI	2009-08-20	0.981818	1.027273	0.981818	1.027273	1,870	0.55277
ZYXI	2009-08-21	0.981818	0.981818	0.981818	0.981818	4,620	0.528311
ZYXI	2009-08-24	0.963636	0.963636	0.963636	0.963636	990	0.518527
ZYXI	2009-08-25	0.963636	0.963636	0.963636	0.963636	770	0.518527
ZYXI	2009-08-26	1.027273	1.027273	0.963636	0.963636	6,600	0.518527
ZYXI	2009-08-27	0.963636	0.963636	0.836364	0.918182	14,300	0.494069
ZYXI	2009-08-28	0.854545	1	0.854545	0.990909	8,470	0.533203
ZYXI	2009-08-31	0.990909	0.990909	0.927273	0.954545	12,980	0.513635
ZYXI	2009-09-01	0.854545	0.954545	0.663636	0.863636	32,010	0.464718
ZYXI	2009-09-02	0.863636	0.863636	0.863636	0.863636	880	0.464718
ZYXI	2009-09-03	0.863636	0.927273	0.809091	0.909091	60,060	0.489177
ZYXI	2009-09-04	0.9	0.909091	0.9	0.909091	2,860	0.489177
ZYXI	2009-09-08	0.809091	0.972727	0.809091	0.972727	29,370	0.523419
ZYXI	2009-09-09	1.063636	1.090909	0.872727	1.090909	66,770	0.587012
ZYXI	2009-09-10	1.054545	1.054545	0.954545	1	7,920	0.538094
ZYXI	2009-09-11	1	1	1	1	4,510	0.538094
ZYXI	2009-09-14	1	1	0.990909	0.990909	4,730	0.533203
ZYXI	2009-09-15	1	1	0.918182	0.918182	9,350	0.494069
ZYXI	2009-09-16	0.918182	0.927273	0.918182	0.918182	2,090	0.494069
ZYXI	2009-09-17	0.918182	0.918182	0.863636	0.909091	13,200	0.489177
ZYXI	2009-09-18	0.909091	0.909091	0.909091	0.909091	0	0.489177
ZYXI	2009-09-21	0.863636	0.909091	0.863636	0.909091	2,200	0.489177
ZYXI	2009-09-22	0.909091	0.909091	0.881818	0.881818	8,800	0.474501
ZYXI	2009-09-23	0.881818	0.918182	0.863636	0.918182	85,140	0.494069
ZYXI	2009-09-24	0.918182	0.954545	0.863636	0.954545	85,140	0.513635
ZYXI	2009-09-25	0.936364	0.990909	0.863636	0.936364	245,080	0.503852
ZYXI	2009-09-28	0.936364	0.963636	0.9	0.963636	9,680	0.518527
ZYXI	2009-09-29	0.990909	0.990909	0.909091	0.909091	12,320	0.489177
ZYXI	2009-09-30	0.927273	0.990909	0.890909	0.990909	270,600	0.533203
ZYXI	2009-10-01	0.963636	1	0.954545	0.954545	6,490	0.513635
ZYXI	2009-10-02	0.990909	0.990909	0.881818	0.981818	152,020	0.528311
ZYXI	2009-10-05	0.990909	0.990909	0.909091	0.981818	15,950	0.528311
ZYXI	2009-10-06	0.981818	1.045455	0.936364	1.045455	63,030	0.562554
ZYXI	2009-10-07	1.054545	1.118182	1.045455	1.118182	65,340	0.601688
ZYXI	2009-10-08	1.118182	1.136364	1.109091	1.118182	36,410	0.601688

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.