Datasets:

paperswithbacktest
/

Stocks-Weekly-ShortOverShorted

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Split (1)

train · 3.79M rows

symbol string	datetime string	over_shorted float64	over_shorted_chg float64	short_interest float64	number_of_shares float64	short_percentage float64	short_prediction float64	days_to_cover float64	market_cap float64	total_revenue float64	volume float64
ZS	2020-10-02	0.031	0.01	7,852,815	132,906,024	0.686	0.655	1.076	18,879.300781	128,668,832	2,228,877.75
ZS	2020-10-09	0.065	0.034	7,852,815	132,906,024	0.685	0.62	1.467	20,196.400391	130,059,752	1,716,205.25
ZS	2020-10-16	0.093	0.028	7,376,530	132,906,040	0.667	0.574	1.445	20,580.5	131,450,664	2,000,056.75
ZS	2020-10-23	0.001	-0.092	7,376,530	132,906,504	0.666	0.666	1.646	19,543.900391	132,841,584	1,333,010.75
ZS	2020-10-30	0.073	0.073	7,496,887	132,906,080	0.673	0.6	1.177	18,042	134,232,496	1,631,733
ZS	2020-11-06	0.1	0.027	7,496,887	132,906,176	0.673	0.573	1.195	19,943.900391	135,623,424	1,509,777.75
ZS	2020-11-13	0.028	-0.072	7,496,887	132,906,312	0.674	0.646	2.428	17,533	137,014,336	2,824,231.5
ZS	2020-11-20	0.011	-0.017	7,608,320	132,906,096	0.674	0.663	1.395	19,006.900391	138,405,248	1,646,595
ZS	2020-11-27	0.025	0.014	7,608,320	132,906,376	0.672	0.648	1.38	19,901.400391	139,796,160	1,596,920.5
ZS	2020-12-04	0.042	0.017	7,960,356	132,906,232	0.682	0.64	1.764	24,022.800781	141,187,088	5,663,663
ZS	2020-12-11	0.026	-0.016	7,960,356	134,191,632	0.68	0.654	1.043	24,410.800781	142,578,016	2,340,468.5
ZS	2020-12-18	0.044	0.018	7,455,148	134,191,848	0.67	0.625	1.559	26,285.5	143,783,504	2,963,952.5
ZS	2020-12-25	0.016	-0.029	7,455,148	134,192,032	0.669	0.654	1.074	27,545.599609	144,988,992	2,393,750.5
ZS	2021-01-01	0.032	0.016	6,567,140	134,192,080	0.647	0.615	1.466	26,799.5	146,194,496	1,842,332.25
ZS	2021-01-08	0.018	-0.014	6,567,140	134,191,608	0.647	0.629	1.871	26,485.400391	147,400,000	2,350,176.5
ZS	2021-01-15	0.016	-0.003	6,839,182	134,191,696	0.644	0.629	1.491	28,322.5	148,605,504	2,333,676.5
ZS	2021-01-22	0.03	0.014	6,839,182	134,191,664	0.645	0.615	1.244	29,167.900391	149,811,008	1,475,286.75
ZS	2021-01-29	0.033	0.003	6,839,182	134,191,784	0.644	0.611	1.717	26,798.099609	151,016,496	2,344,368.5
ZS	2021-02-05	-0.018	-0.051	5,364,290	134,191,800	0.599	0.617	1.814	29,090.099609	152,222,000	1,788,366.75
ZS	2021-02-12	-0.006	0.012	5,364,290	134,191,984	0.598	0.604	1.842	30,391.800781	153,427,504	1,471,028.625
ZS	2021-02-19	-0.037	-0.031	4,218,654	134,191,928	0.556	0.594	2.969	30,331.400391	154,632,992	1,574,155.75
ZS	2021-02-26	-0.061	-0.024	4,218,654	134,192,080	0.556	0.618	3.35	27,513.400391	155,838,496	2,818,393.5
ZS	2021-03-05	-0.032	0.029	4,603,972	135,940,016	0.57	0.602	2.729	23,839.800781	157,044,000	2,704,567
ZS	2021-03-12	-0.033	-0.001	4,603,972	135,940,096	0.57	0.603	1.782	25,095.900391	158,533,232	2,321,077
ZS	2021-03-19	-0.048	-0.015	4,323,324	135,940,192	0.551	0.599	2.182	24,681.300781	160,022,464	2,187,449.5
ZS	2021-03-26	-0.054	-0.006	4,323,324	135,940,048	0.551	0.604	1.91	23,079.900391	161,511,696	1,765,684.75
ZS	2021-04-02	-0.047	0.007	4,617,309	135,940,144	0.556	0.603	2.342	23,894.199219	163,000,928	1,930,875
ZS	2021-04-09	-0.041	0.005	4,617,309	135,940,336	0.554	0.596	2.354	25,154.400391	164,490,160	1,584,532.625
ZS	2021-04-16	-0.067	-0.025	4,355,382	135,940,048	0.537	0.604	3.025	26,167.099609	165,979,392	1,698,287.625
ZS	2021-04-23	-0.039	0.028	4,355,382	135,940,288	0.536	0.575	1.873	25,864	167,468,608	1,284,335.25
ZS	2021-04-30	-0.005	0.034	5,050,567	135,940,112	0.561	0.566	2.359	25,507.800781	168,957,840	1,643,307.75
ZS	2021-05-07	-0.003	0.002	5,050,567	135,940,224	0.56	0.563	2.528	23,017.400391	170,447,072	1,762,554.75
ZS	2021-05-14	-0.021	-0.018	5,050,567	135,940,496	0.56	0.581	2.269	22,476.400391	171,936,304	2,019,610.25
ZS	2021-05-21	-0.025	-0.004	5,213,886	135,940,144	0.565	0.589	2.803	23,120.699219	173,425,536	1,828,491.75
ZS	2021-05-28	-0.015	0.01	5,213,886	135,940,256	0.565	0.58	1.743	26,399.599609	174,914,768	3,881,359.5
ZS	2021-06-04	-0.011	0.004	5,786,697	136,987,072	0.578	0.589	2.252	25,452.199219	176,404,000	1,516,732
ZS	2021-06-11	-0.045	-0.034	5,786,697	136,986,864	0.579	0.624	1.531	28,464.5	177,782,000	2,256,042.25
ZS	2021-06-18	-0.035	0.01	5,950,024	136,987,184	0.583	0.618	1.327	29,945.400391	179,160,000	2,005,015.75
ZS	2021-06-25	-0.003	0.032	5,950,024	136,986,832	0.583	0.586	1.769	29,978.199219	180,538,000	1,517,001.375
ZS	2021-07-02	0.061	0.064	6,567,811	136,987,152	0.596	0.535	1.113	29,422.099609	181,916,000	1,205,200.375
ZS	2021-07-09	0	-0.061	6,567,811	136,987,152	0.596	0.596	1.752	31,204.300781	183,294,000	2,003,888.75
ZS	2021-07-16	0.026	0.026	6,631,451	136,986,800	0.598	0.572	1.916	30,296	184,672,000	1,462,954.25
ZS	2021-07-23	0.003	-0.023	6,631,451	136,986,848	0.599	0.596	1.837	32,701.5	186,050,000	1,370,785.75
ZS	2021-07-30	0.045	0.042	6,516,300	136,986,992	0.599	0.554	1.371	32,316.599609	187,428,000	891,016.1875
ZS	2021-08-06	0.03	-0.015	6,516,300	136,986,992	0.599	0.57	1.367	33,157.699219	188,806,000	1,293,920.75
ZS	2021-08-13	0.023	-0.006	6,516,300	136,987,152	0.6	0.577	1.475	33,582.398438	190,184,000	913,217.8125
ZS	2021-08-20	0.062	0.039	6,656,404	136,987,024	0.605	0.542	1.813	33,753.601563	191,562,000	1,020,473.375
ZS	2021-08-27	0.057	-0.006	6,656,404	136,987,168	0.605	0.548	2.093	37,497.5	192,940,000	1,454,590.75
ZS	2021-09-03	0.061	0.004	6,466,471	136,987,136	0.601	0.54	2.73	39,370.101563	194,317,984	1,574,675.625
ZS	2021-09-10	0.025	-0.036	6,466,471	136,987,136	0.601	0.576	1.822	37,074.199219	195,696,000	2,995,004.25
ZS	2021-09-17	-0.001	-0.025	6,582,368.5	138,736,128	0.602	0.602	1.483	38,244	197,074,000	2,650,900.5
ZS	2021-09-24	0.012	0.013	6,582,368.5	138,736,016	0.602	0.59	1.473	38,844.699219	199,860,912	1,509,728.375
ZS	2021-10-01	-0.012	-0.024	6,319,302	138,736,128	0.595	0.608	1.573	36,509.800781	202,647,840	1,893,248.625
ZS	2021-10-08	-0.016	-0.003	6,319,302	138,735,840	0.596	0.611	1.678	36,995.300781	205,434,752	1,712,212.75
ZS	2021-10-15	-0.008	0.008	6,035,671	138,735,904	0.587	0.595	1.935	40,608	208,221,664	1,601,756.25
ZS	2021-10-22	0.023	0.031	6,035,671	138,735,840	0.586	0.563	1.48	42,712.601563	211,008,576	1,254,823
ZS	2021-10-29	0.005	-0.018	6,035,671	138,736,128	0.586	0.582	1.862	44,237.398438	213,795,504	1,350,526.375
ZS	2021-11-05	0.066	0.061	6,871,282	138,735,856	0.612	0.546	1.608	46,960.699219	216,582,416	1,513,765.625
ZS	2021-11-12	0.035	-0.03	6,871,282	138,736,064	0.613	0.578	1.46	48,428.601563	219,369,328	1,833,185.625
ZS	2021-11-19	0.031	-0.005	7,167,664	138,736,112	0.621	0.59	1.234	51,163.101563	222,156,256	1,558,786.25
ZS	2021-11-26	0.006	-0.024	7,167,664	138,736,128	0.62	0.614	1.165	46,740.199219	224,943,168	1,848,208.5
ZS	2021-12-03	0.007	0.001	7,567,974	138,735,920	0.636	0.629	2.167	43,472.898438	227,730,080	3,395,359
ZS	2021-12-10	0.01	0.003	7,567,974	140,081,776	0.634	0.624	1.574	42,830	230,516,992	4,024,335.5
ZS	2021-12-17	-0.007	-0.017	7,027,584	140,081,680	0.621	0.628	1.868	42,706.699219	232,443,616	4,496,958
ZS	2021-12-24	-0.027	-0.019	7,027,584	140,081,728	0.621	0.648	1.02	45,246.398438	234,370,224	1,832,776.25
ZS	2021-12-31	0.051	0.078	8,284,913	140,081,536	0.638	0.587	0.972	45,012.398438	236,296,848	1,067,040.75
ZS	2022-01-07	-0.028	-0.08	8,284,913	140,081,840	0.637	0.666	1.504	36,635.601563	238,223,456	2,776,377.5
ZS	2022-01-14	-0.032	-0.004	8,284,913	140,081,648	0.636	0.668	1.328	35,684.398438	240,150,080	2,414,025.75
ZS	2022-01-21	-0.033	-0.001	7,938,035	140,081,840	0.63	0.663	1.371	33,891.398438	242,076,688	2,485,469.25
ZS	2022-01-28	-0.047	-0.014	7,938,035	140,081,696	0.629	0.676	1.532	33,437.5	244,003,312	3,124,994.25
ZS	2022-02-04	0.058	0.105	7,285,296	140,081,856	0.611	0.554	2.012	36,278.398438	245,929,920	2,048,471.375
ZS	2022-02-11	-0.056	-0.114	7,285,296	140,081,680	0.61	0.666	1.312	38,242.300781	247,856,544	1,949,480.625
ZS	2022-02-18	0.029	0.085	6,007,244	140,081,504	0.573	0.544	1.691	35,751.601563	249,783,152	2,030,971.625
ZS	2022-02-25	-0.073	-0.102	6,007,244	140,081,568	0.573	0.646	2.052	31,077.099609	251,709,792	5,715,501
ZS	2022-03-04	-0.112	-0.039	5,928,198	140,081,600	0.563	0.675	2.876	31,588.400391	253,636,384	4,326,168
ZS	2022-03-11	-0.13	-0.018	5,928,198	141,085,312	0.561	0.691	2.988	28,377.900391	255,563,008	3,166,808.75
ZS	2022-03-18	-0.121	0.009	5,669,100	141,085,264	0.548	0.669	2.394	31,421.099609	257,966,384	3,069,855.5
ZS	2022-03-25	-0.132	-0.011	5,669,100	141,085,456	0.548	0.68	2.121	32,494.800781	260,369,776	2,056,143
ZS	2022-04-01	-0.135	-0.003	5,324,662	141,085,248	0.538	0.673	2.341	34,736.601563	262,773,152	1,830,753.75
ZS	2022-04-08	-0.106	0.028	5,324,662	141,085,152	0.538	0.644	2.122	31,996.699219	265,176,544	1,976,228.625
ZS	2022-04-15	-0.105	0.002	5,676,677	141,085,168	0.553	0.658	1.438	32,568.099609	267,579,920	2,108,253
ZS	2022-04-22	-0.097	0.007	5,676,677	141,085,392	0.553	0.651	1.661	29,129.900391	269,983,296	1,469,194.625
ZS	2022-04-29	-0.088	0.01	5,596,492	141,085,136	0.549	0.637	1.496	28,603.599609	272,386,688	1,660,320.25
ZS	2022-05-06	-0.097	-0.009	5,596,492	141,085,360	0.55	0.647	2.217	24,399.300781	274,790,080	2,076,120.375
ZS	2022-05-13	-0.107	-0.01	5,596,492	141,085,296	0.551	0.658	1.952	21,618.5	277,193,472	3,780,138.25
ZS	2022-05-20	-0.135	-0.029	5,437,972	141,085,536	0.541	0.676	2.037	19,313.199219	279,596,832	3,145,062
ZS	2022-05-27	-0.103	0.032	5,437,972	141,085,616	0.541	0.644	1.59	22,573.699219	282,000,224	4,036,639.5
ZS	2022-06-03	-0.068	0.035	7,379,950	141,085,200	0.592	0.661	1.328	22,140.5	284,403,616	2,912,322.25
ZS	2022-06-10	-0.063	0.005	7,379,950	141,862,496	0.592	0.655	1.738	21,791.5	286,807,008	1,999,504.25
ZS	2022-06-17	-0.059	0.004	7,545,387	141,862,432	0.589	0.649	1.406	20,459.400391	289,039,296	2,277,423.5
ZS	2022-06-24	-0.069	-0.01	7,545,387	141,862,784	0.59	0.659	1.575	24,233	291,271,584	2,513,194.75
ZS	2022-07-01	-0.076	-0.006	6,628,692	141,862,656	0.567	0.642	1.541	22,041.199219	293,503,872	2,020,054.25
ZS	2022-07-08	-0.059	0.017	6,628,692	141,862,896	0.567	0.626	1.229	23,675.5	295,736,128	1,898,492.5
ZS	2022-07-15	-0.094	-0.035	5,884,928	141,862,448	0.539	0.632	2.867	21,182.900391	297,968,416	2,029,574.75
ZS	2022-07-22	-0.088	0.005	5,884,928	141,862,704	0.538	0.627	1.701	22,688.099609	300,200,704	1,581,741
ZS	2022-07-29	-0.066	0.022	5,884,928	141,862,496	0.539	0.605	1.84	21,997.199219	302,432,992	2,136,328.5
ZS	2022-08-05	-0.082	-0.016	5,722,826	141,862,688	0.535	0.617	2.138	23,183.199219	304,665,280	2,009,847.625
ZS	2022-08-12	-0.074	0.008	5,722,826	141,862,688	0.537	0.612	1.97	25,909.800781	306,897,600	2,160,358.25
ZS	2022-08-19	-0.062	0.012	6,129,472	141,862,592	0.555	0.617	1.247	23,580.400391	309,129,856	1,579,435.25
ZS	2022-08-26	-0.046	0.017	6,129,472	141,862,400	0.555	0.601	1.774	22,866.800781	311,362,144	1,764,616.75

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