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	2018-11-02	0.064	0.01	5,134,545	119,774,232	0.615	0.551	1.998	4,721.5	60,329,668	1,424,108
ZS	2018-11-09	0.056	-0.007	5,134,545	119,774,016	0.619	0.562	1.981	4,876	60,923,332	930,466.1875
ZS	2018-11-16	0.09	0.034	5,504,014	119,774,232	0.636	0.546	1.946	4,509.5	61,517,000	1,141,582
ZS	2018-11-23	0.099	0.009	5,504,014	119,772,528	0.636	0.537	1.287	4,054.300049	62,110,668	1,530,075.25
ZS	2018-11-30	0.084	-0.015	5,122,952	119,773,304	0.622	0.538	2.061	4,702.299805	62,704,332	1,362,300
ZS	2018-12-07	0.086	0.002	5,122,952	122,250,568	0.618	0.532	2.07	4,937.700195	63,298,000	3,000,767.5
ZS	2018-12-14	0.046	-0.04	5,122,952	122,251,000	0.618	0.571	2.037	5,192	64,144,460	1,954,718.625
ZS	2018-12-21	0.067	0.021	5,370,875	122,251,144	0.631	0.564	2.268	4,273.899902	64,990,924	3,094,918.75
ZS	2018-12-28	0.056	-0.012	5,370,875	122,251,256	0.63	0.575	1.875	4,865.600098	65,837,384	1,219,728.75
ZS	2019-01-04	0.055	-0.001	5,560,716	122,250,416	0.638	0.583	1.878	5,106.399902	66,683,848	1,388,443.25
ZS	2019-01-11	0.071	0.016	5,560,716	122,250,000	0.637	0.567	2.073	5,525.700195	67,530,304	1,478,631.875
ZS	2019-01-18	0.171	0.1	9,110,938	122,249,176	0.733	0.562	1.277	5,544	68,376,768	1,278,262.375
ZS	2019-01-25	0.167	-0.004	9,110,938	122,251,040	0.733	0.566	0.924	5,610.100098	69,223,232	1,408,175.5
ZS	2019-02-01	0.174	0.008	8,294,591	122,249,592	0.713	0.539	1.221	5,907.100098	70,069,696	1,728,066.375
ZS	2019-02-08	0.148	-0.027	8,294,591	122,249,280	0.713	0.565	1.219	5,924.200195	70,916,152	1,420,864.25
ZS	2019-02-15	0.142	-0.006	7,900,869	122,251,048	0.707	0.565	1.008	6,126	71,762,616	1,228,823.625
ZS	2019-02-22	0.168	0.026	7,900,869	122,249,904	0.707	0.539	1.461	6,085.600098	72,609,080	1,001,268.5
ZS	2019-03-01	0.181	0.013	7,900,869	122,250,288	0.707	0.526	1.113	7,404.700195	73,455,536	4,000,364.5
ZS	2019-03-08	0.114	-0.067	7,504,174	124,147,664	0.694	0.58	1.626	7,515.899902	74,302,000	2,592,338.25
ZS	2019-03-15	0.102	-0.012	7,184,145	124,146,456	0.687	0.585	1.206	8,341.400391	74,673,232	2,629,469.5
ZS	2019-03-22	0.103	0.001	7,184,145	124,146,344	0.688	0.585	1.117	8,194.900391	75,044,464	1,824,242.75
ZS	2019-03-29	0.098	-0.005	7,184,145	124,147,752	0.689	0.591	1.955	8,805.799805	75,415,696	2,748,880.75
ZS	2019-04-05	0.069	-0.029	7,580,194	124,146,344	0.695	0.625	1.519	7,838.600098	75,786,920	2,961,731
ZS	2019-04-12	0.072	0.003	7,580,194	124,147,664	0.693	0.621	1.287	8,273.200195	76,158,152	2,061,265.625
ZS	2019-04-19	0.017	-0.055	7,444,913	124,146,344	0.693	0.675	1.281	7,787.700195	76,529,384	1,785,915.25
ZS	2019-04-26	0.017	-0	7,444,913	124,146,992	0.692	0.675	1.268	8,310.400391	76,900,616	1,608,832.75
ZS	2019-05-03	0.042	0.025	7,412,511.5	124,146,880	0.693	0.651	1.179	8,367.5	77,271,848	1,502,229.25
ZS	2019-05-10	0.04	-0.002	7,412,511.5	124,146,832	0.694	0.653	1.505	9,131	77,643,080	2,674,698
ZS	2019-05-17	0.065	0.024	6,903,869	124,146,464	0.677	0.612	1.557	9,781.5	78,014,304	2,709,261.75
ZS	2019-05-24	0.002	-0.063	6,903,869	124,147,224	0.678	0.676	1.528	9,157.099609	78,385,536	1,889,556
ZS	2019-05-31	0.074	0.073	7,306,807	124,146,880	0.69	0.616	1.442	8,520.200195	78,756,768	3,886,851.75
ZS	2019-06-07	-0.002	-0.076	7,306,807	125,661,496	0.687	0.689	1.536	9,488.700195	79,128,000	2,947,013.5
ZS	2019-06-14	0.035	0.037	7,306,807	125,662,424	0.687	0.652	1.465	9,760.200195	79,593,336	2,610,475
ZS	2019-06-21	0.032	-0.004	8,624,936	125,661,576	0.714	0.683	1.201	9,706.099609	80,058,664	2,607,147.25
ZS	2019-06-28	0.021	-0.01	8,624,936	125,661,536	0.714	0.692	1.559	9,630.700195	80,524,000	3,384,806.5
ZS	2019-07-05	0.027	0.006	7,196,113	125,662,176	0.674	0.647	1.661	10,437.5	80,989,336	2,378,550.25
ZS	2019-07-12	-0.034	-0.061	7,196,113	125,661,416	0.675	0.708	1.276	10,287.900391	81,454,664	1,885,483.25
ZS	2019-07-19	0.052	0.086	7,151,089	125,661,592	0.669	0.616	1.875	10,389.700195	81,920,000	1,699,359.75
ZS	2019-07-26	0.003	-0.049	7,151,089	125,661,480	0.669	0.666	1.608	11,084.599609	82,385,336	1,628,404.75
ZS	2019-08-02	-0.005	-0.008	6,709,622	125,662,432	0.658	0.663	1.629	10,490.299805	82,850,664	1,874,372
ZS	2019-08-09	0.009	0.014	6,709,622	125,662,136	0.66	0.65	1.615	10,703.900391	83,316,000	1,931,951
ZS	2019-08-16	0.005	-0.005	6,651,768	125,661,832	0.658	0.653	1.918	10,167.299805	83,781,336	1,642,400.625
ZS	2019-08-23	-0.013	-0.018	6,651,768	125,662,184	0.658	0.672	1.81	8,957.200195	84,246,664	3,794,080.5
ZS	2019-08-30	-0.035	-0.022	6,276,420	125,661,920	0.642	0.677	2.456	8,638	84,712,000	1,569,582.75
ZS	2019-09-06	-0.05	-0.015	6,276,420	125,661,200	0.642	0.692	2.404	8,048.600098	85,177,336	3,263,226.5
ZS	2019-09-13	-0.044	0.006	6,276,420	125,661,328	0.641	0.685	2.32	5,966.399902	85,642,664	10,184,802
ZS	2019-09-20	-0.017	0.027	7,017,121	127,455,784	0.66	0.677	2.27	6,557.600098	86,108,000	5,869,703
ZS	2019-09-27	-0.062	-0.044	7,017,121	127,454,776	0.659	0.721	2.103	5,989.100098	86,788,184	2,929,005.25
ZS	2019-10-04	-0.014	0.048	8,015,537	127,455,800	0.69	0.704	1.161	6,272.100098	87,468,360	2,351,041.75
ZS	2019-10-11	-0.027	-0.013	8,015,537	127,454,288	0.691	0.717	1.027	6,133.100098	88,148,544	2,242,083.5
ZS	2019-10-18	0.186	0.213	11,745,912	127,455,648	0.755	0.569	0.997	5,460.200195	88,828,728	2,811,319.75
ZS	2019-10-25	0.047	-0.139	11,745,912	127,454,504	0.754	0.707	0.968	5,462.700195	89,508,912	2,377,888.25
ZS	2019-11-01	0.096	0.048	12,315,435	127,455,560	0.762	0.666	0.908	5,735.5	90,189,088	2,036,675.375
ZS	2019-11-08	0.077	-0.019	12,315,435	127,455,576	0.762	0.686	0.961	5,595.299805	90,869,272	1,831,754.375
ZS	2019-11-15	0.145	0.068	13,246,867	127,455,800	0.772	0.627	0.116	5,841.299805	91,549,456	1,543,092.625
ZS	2019-11-22	0.096	-0.049	13,246,867	127,454,664	0.772	0.676	0.696	5,903.700195	92,229,640	2,410,772
ZS	2019-11-29	0.112	0.016	13,246,867	127,454,448	0.772	0.66	0.879	6,644.200195	92,909,816	3,272,128.25
ZS	2019-12-06	0.108	-0.004	13,234,209	127,957,176	0.772	0.664	0.968	5,975.600098	93,590,000	4,599,241.5
ZS	2019-12-13	0.075	-0.033	13,234,209	127,957,808	0.772	0.697	0.623	5,883.5	94,180,616	1,804,430.25
ZS	2019-12-20	0.094	0.019	13,861,267	127,956,440	0.778	0.684	0.91	6,286.5	94,771,232	1,912,414.625
ZS	2019-12-27	0.154	0.06	13,861,267	127,958,416	0.778	0.625	0.879	6,092.100098	95,361,848	1,104,222
ZS	2020-01-03	0.173	0.019	14,603,283	127,956,936	0.784	0.611	0.837	6,062.600098	95,952,464	1,320,629.75
ZS	2020-01-10	0.145	-0.028	14,603,283	127,958,192	0.784	0.639	0.792	7,037.700195	96,543,080	2,945,420
ZS	2020-01-17	0.189	0.044	14,158,853	127,957,264	0.776	0.587	1.086	7,604.5	97,133,696	3,268,568
ZS	2020-01-24	0.125	-0.064	14,158,853	127,956,752	0.776	0.651	0.95	7,395.899902	97,724,304	2,266,114.25
ZS	2020-01-31	0.142	0.016	13,752,752	127,956,856	0.774	0.632	0.584	7,177.100098	98,314,920	1,558,704.75
ZS	2020-02-07	0.135	-0.006	13,752,752	127,958,280	0.773	0.638	0.981	7,545.700195	98,905,536	1,189,749.375
ZS	2020-02-14	0.149	0.013	13,752,752	127,956,848	0.773	0.625	0.792	7,947.399902	99,496,152	1,414,672.75
ZS	2020-02-21	0.146	-0.003	11,217,767	127,958,176	0.753	0.607	1.026	6,975	100,086,768	5,683,010
ZS	2020-02-28	0.103	-0.043	11,217,767	127,957,296	0.753	0.65	1.14	6,652.5	100,677,384	2,956,803.5
ZS	2020-03-06	0.105	0.002	11,363,918	129,352,096	0.757	0.652	1.419	6,388.700195	101,268,000	1,968,039.625
ZS	2020-03-13	0.106	0.001	11,363,918	129,350,680	0.757	0.651	0.793	5,418.5	101,980,000	3,220,663.5
ZS	2020-03-20	0.117	0.011	11,803,286	129,351,224	0.757	0.64	0.759	6,938.399902	102,692,000	3,663,102.5
ZS	2020-03-27	0.128	0.012	11,803,286	129,351,864	0.758	0.63	0.913	7,583.899902	103,404,000	4,802,969
ZS	2020-04-03	0.117	-0.011	11,734,588	129,351,744	0.755	0.638	0.862	8,200.900391	104,116,000	3,883,542.75
ZS	2020-04-10	0.101	-0.016	11,734,588	129,351,336	0.754	0.654	0.708	8,096.100098	104,828,000	3,232,673.5
ZS	2020-04-17	0.078	-0.023	9,362,198	129,351,472	0.731	0.653	1.191	8,795.900391	105,540,000	3,311,195.75
ZS	2020-04-24	0.082	0.003	9,362,198	129,351,120	0.731	0.65	1.035	8,731.200195	106,252,000	3,322,077.75
ZS	2020-05-01	0.08	-0.002	9,625,887	129,352,280	0.734	0.654	0.871	8,647.200195	106,964,000	2,363,645.75
ZS	2020-05-08	0.083	0.003	9,625,887	129,351,528	0.734	0.651	0.798	9,574.599609	107,676,000	2,481,698.25
ZS	2020-05-15	0.08	-0.002	9,682,215	129,352,024	0.733	0.653	0.887	9,881.200195	108,388,000	2,187,486.5
ZS	2020-05-22	0.1	0.02	9,682,215	129,351,440	0.733	0.633	1.166	9,952.299805	109,100,000	1,698,749.75
ZS	2020-05-29	0.111	0.011	9,682,215	129,351,624	0.733	0.622	1.389	12,688.099609	109,812,000	8,354,984.5
ZS	2020-06-05	0.098	-0.014	10,377,494	130,518,584	0.739	0.641	1.463	12,961.799805	110,524,000	7,879,899
ZS	2020-06-12	0.091	-0.007	10,377,494	130,518,200	0.74	0.648	1.07	13,374.200195	111,548,200	2,861,315.5
ZS	2020-06-19	0.104	0.013	10,267,360	130,518,568	0.739	0.634	0.348	14,170.400391	112,572,400	3,569,729.5
ZS	2020-06-26	0.067	-0.037	10,267,360	130,517,928	0.739	0.671	0.962	13,834.900391	113,596,600	3,753,699
ZS	2020-07-03	0.096	0.028	8,427,828	130,518,112	0.706	0.611	1.506	14,384.400391	114,620,800	2,445,882.5
ZS	2020-07-10	0.066	-0.029	8,427,828	130,517,976	0.707	0.64	1.231	16,378.700195	115,645,000	3,678,384.75
ZS	2020-07-17	0.028	-0.038	7,943,186	130,518,664	0.678	0.65	1.457	15,702.700195	116,669,200	2,719,864.5
ZS	2020-07-24	0.037	0.009	7,943,186	130,518,400	0.678	0.641	1.434	15,886.700195	117,693,400	1,696,793.75
ZS	2020-07-31	0.028	-0.008	7,619,536	130,518,296	0.677	0.649	1.461	16,947.800781	118,717,600	2,662,703.25
ZS	2020-08-07	0.056	0.027	7,619,536	130,518,064	0.679	0.623	1.458	16,425.699219	119,741,800	1,645,745.25
ZS	2020-08-14	0.056	-0	7,619,536	130,518,360	0.682	0.627	1.539	16,039.400391	120,766,000	2,577,864.25
ZS	2020-08-21	0.039	-0.017	7,853,970	130,518,400	0.69	0.651	1.669	17,648.699219	121,790,200	2,074,082.25
ZS	2020-08-28	0.05	0.012	7,853,970	130,517,960	0.689	0.639	1.177	18,420	122,814,400	1,819,789.25
ZS	2020-09-04	0.046	-0.005	7,895,280	130,518,096	0.692	0.647	1.455	17,533.800781	123,838,600	4,457,832
ZS	2020-09-11	0.031	-0.015	7,895,280	130,518,280	0.692	0.662	1.35	16,771.599609	124,862,800	3,786,185.75
ZS	2020-09-18	0.015	-0.016	7,950,109	132,906,264	0.691	0.676	1.113	17,158.199219	125,887,000	2,394,405
ZS	2020-09-25	0.021	0.006	7,950,109	132,906,632	0.69	0.669	1.424	18,377	127,277,920	2,063,833.375

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