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
ZBRA	2014-11-28	-0.288	0.049	549,655	50,921,392	0.303	0.59	2.937	3,724.899902	380,220,256	343,497.96875
ZBRA	2014-12-05	-0.198	0.09	902,522	50,921,692	0.404	0.602	2.579	3,895	405,869,696	561,943.625
ZBRA	2014-12-12	-0.232	-0.034	902,522	50,921,856	0.404	0.636	2.04	3,772.800049	431,519,104	408,627
ZBRA	2014-12-19	-0.197	0.035	952,509	50,921,896	0.429	0.625	2.614	3,977	457,168,512	614,666.625
ZBRA	2014-12-26	-0.175	0.022	952,509	50,921,896	0.428	0.603	2.49	3,977	482,817,952	228,142.5
ZBRA	2015-01-02	-0.177	-0.002	915,602	50,922,124	0.426	0.603	1.746	3,942.899902	508,467,360	284,627.75
ZBRA	2015-01-09	-0.182	-0.005	915,602	50,921,284	0.426	0.608	2.112	4,101.200195	534,116,800	459,275.59375
ZBRA	2015-01-16	-0.141	0.041	859,711	50,921,480	0.439	0.58	2.348	4,221.899902	559,766,144	604,304.8125
ZBRA	2015-01-23	-0.193	-0.052	859,711	50,921,724	0.439	0.632	1.941	4,287.100098	585,415,616	388,214.03125
ZBRA	2015-01-30	-0.141	0.052	1,036,027	50,921,400	0.48	0.621	3.768	4,249.899902	611,065,024	399,460.8125
ZBRA	2015-02-06	-0.143	-0.002	1,036,027	50,921,400	0.48	0.623	1.696	4,437.799805	636,714,496	541,361.1875
ZBRA	2015-02-13	-0.137	0.006	1,036,027	50,921,844	0.481	0.618	2.215	4,609.700195	662,363,904	383,621.59375
ZBRA	2015-02-20	-0.121	0.016	1,101,258	50,921,976	0.49	0.611	1.753	4,633.899902	688,013,312	415,025.75
ZBRA	2015-02-27	-0.119	0.002	1,101,258	50,921,472	0.491	0.609	1.678	4,636.399902	713,662,720	293,186.40625
ZBRA	2015-03-06	-0.055	0.064	1,302,079	50,921,568	0.53	0.585	1.826	4,564.100098	739,312,128	278,542.1875
ZBRA	2015-03-13	-0.052	0.003	1,302,079	50,921,220	0.53	0.582	1.566	4,466.299805	764,961,600	481,608.8125
ZBRA	2015-03-20	-0.001	0.051	1,400,194	51,746,824	0.55	0.55	1.592	4,562	790,611,008	1,109,272.25
ZBRA	2015-03-27	-0.122	-0.121	1,400,194	51,746,940	0.55	0.671	1.326	4,523.200195	803,432,640	590,451.1875
ZBRA	2015-04-03	-0.055	0.066	1,353,422	51,747,260	0.532	0.587	1.544	4,623.100098	816,254,272	345,248
ZBRA	2015-04-10	-0.114	-0.059	1,353,422	51,747,324	0.531	0.646	1.352	4,939.799805	829,075,904	503,321.8125
ZBRA	2015-04-17	0.011	0.125	1,605,875	51,747,092	0.584	0.573	1.438	4,943.399902	841,897,472	309,037.40625
ZBRA	2015-04-24	0.003	-0.008	1,605,875	51,747,852	0.584	0.58	1.18	5,003.5	854,719,104	212,050
ZBRA	2015-05-01	-0.011	-0.014	1,664,319	51,747,028	0.595	0.606	1.191	4,786.600098	867,540,736	345,679.59375
ZBRA	2015-05-08	0.004	0.015	1,664,319	51,747,148	0.596	0.592	1.484	4,801.100098	880,362,368	339,065.96875
ZBRA	2015-05-15	-0.004	-0.008	1,655,970	51,725,272	0.594	0.598	1.873	5,663.399902	893,184,000	981,102.8125
ZBRA	2015-05-22	-0.03	-0.026	1,655,970	51,725,492	0.594	0.624	1.054	5,671.700195	892,921,664	485,738.8125
ZBRA	2015-05-29	-0.009	0.021	1,655,970	51,724,736	0.594	0.603	1.361	5,671.100098	892,659,392	457,637
ZBRA	2015-06-05	-0.042	-0.033	1,839,606	51,725,436	0.606	0.648	1.658	5,911.700195	892,397,056	467,520.1875
ZBRA	2015-06-12	-0.027	0.015	1,839,606	51,725,252	0.607	0.634	1.31	5,930.299805	892,134,784	353,083.59375
ZBRA	2015-06-19	0.041	0.068	1,879,504	51,724,996	0.608	0.567	1.256	6,030.100098	891,872,448	388,944.59375
ZBRA	2015-06-26	-0.019	-0.06	1,879,504	51,724,776	0.608	0.628	0.887	5,844.899902	891,610,176	396,911.8125
ZBRA	2015-07-03	-0.036	-0.017	1,694,641	51,725,516	0.573	0.609	1.256	5,815.5	891,347,840	504,312.25
ZBRA	2015-07-10	-0.071	-0.035	1,694,641	51,724,828	0.572	0.644	1.116	5,676.799805	891,085,568	400,529.1875
ZBRA	2015-07-17	-0.011	0.061	1,914,151.875	51,725,344	0.6	0.611	1.013	5,906	890,823,232	338,276.1875
ZBRA	2015-07-24	-0.005	0.005	1,914,151.875	51,725,132	0.6	0.605	1.11	5,735.799805	890,560,896	354,443
ZBRA	2015-07-31	-0.023	-0.018	1,870,783	51,725,356	0.6	0.623	1.443	5,567.200195	890,298,624	476,206.1875
ZBRA	2015-08-07	-0.03	-0.007	1,870,783	51,725,112	0.601	0.631	1.16	5,487	890,036,288	413,056.1875
ZBRA	2015-08-14	-0.017	0.013	1,870,783	52,073,332	0.601	0.618	1.816	4,643.899902	889,774,016	1,820,175.375
ZBRA	2015-08-21	-0.109	-0.092	1,778,017	52,073,844	0.59	0.699	1.171	4,231	891,812,416	604,835.375
ZBRA	2015-08-28	-0.109	-0.001	1,778,017	52,073,844	0.59	0.699	1.131	4,344	893,850,752	698,541.8125
ZBRA	2015-09-04	-0.041	0.069	2,205,714	52,073,544	0.634	0.675	1.08	4,121.100098	895,889,152	555,509.625
ZBRA	2015-09-11	-0.031	0.01	2,205,714	52,073,276	0.634	0.665	1.442	4,249.700195	897,927,552	353,098.75
ZBRA	2015-09-18	0.101	0.132	3,143,947	52,074,268	0.705	0.604	0.967	4,403.399902	899,965,952	471,693.59375
ZBRA	2015-09-25	0.062	-0.039	3,143,947	52,073,512	0.705	0.642	0.671	4,065.899902	902,004,288	510,865
ZBRA	2015-10-02	0.028	-0.034	3,164,848.25	52,074,172	0.697	0.668	0.747	4,099.799805	904,042,688	650,193.375
ZBRA	2015-10-09	0.041	0.013	3,164,848.25	52,073,276	0.697	0.656	0.545	4,078.899902	906,081,088	566,690.8125
ZBRA	2015-10-16	0.086	0.045	3,079,695	52,073,332	0.687	0.601	0.938	3,905.5	908,119,488	449,965.59375
ZBRA	2015-10-23	0.018	-0.068	3,079,695	52,073,904	0.687	0.669	0.686	3,959.699951	910,157,824	520,440.8125
ZBRA	2015-10-30	0.06	0.042	2,748,396	52,074,120	0.663	0.603	0.57	4,004.5	912,196,224	391,221
ZBRA	2015-11-06	0.023	-0.037	2,748,396	52,073,664	0.663	0.64	0.73	4,241.399902	914,234,624	447,528.40625
ZBRA	2015-11-13	0.001	-0.021	2,748,396	52,100,132	0.663	0.662	0.92	3,527.699951	916,273,024	890,449.1875
ZBRA	2015-11-20	0	-0.001	2,797,190	52,100,416	0.671	0.671	0.804	3,901.800049	918,553,984	739,827
ZBRA	2015-11-27	0.037	0.037	2,797,190	52,099,844	0.671	0.635	0.795	4,049.199951	920,835,008	304,960.5
ZBRA	2015-12-04	0.06	0.023	2,784,547	52,099,704	0.676	0.616	0.79	4,044.5	923,116,032	402,350.40625
ZBRA	2015-12-11	0.011	-0.049	2,784,547	52,099,824	0.675	0.664	0.935	3,778.800049	925,397,056	633,847.625
ZBRA	2015-12-18	0.039	0.028	3,062,555	52,100,604	0.692	0.653	0.837	3,355.800049	927,678,016	1,242,641.375
ZBRA	2015-12-25	0.032	-0.007	3,062,555	52,099,616	0.692	0.659	0.696	3,692.300049	929,958,976	853,493.5
ZBRA	2016-01-01	0.078	0.046	3,045,455.75	52,100,504	0.692	0.614	0.845	3,628.800049	932,240,000	346,170.25
ZBRA	2016-01-08	0.017	-0.061	3,045,455.75	52,099,576	0.691	0.675	0.776	3,086.899902	934,521,024	879,203.375
ZBRA	2016-01-15	0.017	0	3,198,614	52,100,796	0.704	0.687	0.812	2,946.300049	936,801,984	973,522.8125
ZBRA	2016-01-22	0.012	-0.005	3,198,614	52,100,884	0.704	0.692	0.603	2,943.699951	939,083,008	1,063,099
ZBRA	2016-01-29	0.025	0.013	3,198,614	52,100,992	0.704	0.679	0.681	3,146.899902	941,363,968	790,487.625
ZBRA	2016-02-05	-0.014	-0.04	3,354,915	52,100,032	0.701	0.715	0.759	2,989.5	943,644,992	813,076.375
ZBRA	2016-02-12	-0.009	0.005	3,354,915	52,100,828	0.701	0.71	0.653	3,090.100098	945,926,016	747,948.8125
ZBRA	2016-02-19	0.024	0.033	3,802,696	52,100,496	0.728	0.704	0.591	3,504.800049	948,206,976	743,374.5
ZBRA	2016-02-26	0.032	0.008	3,802,696	52,099,780	0.728	0.696	0.663	3,101.5	950,488,000	1,179,593.25
ZBRA	2016-03-04	0.075	0.043	4,344,159	52,149,516	0.748	0.673	0.432	3,411.100098	952,769,024	675,464
ZBRA	2016-03-11	0.049	-0.026	4,344,159	52,148,928	0.749	0.7	0.531	3,494.5	942,192,128	507,845.8125
ZBRA	2016-03-18	0.036	-0.013	3,887,547	52,149,284	0.727	0.691	0.568	3,535.199951	931,615,232	612,460.8125
ZBRA	2016-03-25	0.082	0.046	3,887,547	52,149,876	0.727	0.645	0.454	3,556.100098	921,038,272	442,369.96875
ZBRA	2016-04-01	0.067	-0.015	3,692,067	52,149,668	0.718	0.651	0.477	3,554	910,461,376	478,269
ZBRA	2016-04-08	0.078	0.011	3,692,067	52,149,020	0.718	0.64	0.527	3,443.399902	899,884,480	323,566.1875
ZBRA	2016-04-15	0.088	0.011	3,329,438	52,148,512	0.697	0.608	0.668	3,356.800049	889,307,584	487,355.1875
ZBRA	2016-04-22	0.069	-0.02	3,329,438	52,149,860	0.696	0.628	0.611	3,403.300049	878,730,688	876,229.1875
ZBRA	2016-04-29	0.058	-0.011	3,329,438	52,149,936	0.696	0.638	0.612	3,262.5	868,153,792	605,365.375
ZBRA	2016-05-06	0.043	-0.015	3,241,700	52,149,724	0.69	0.646	1.105	3,308.899902	857,576,896	428,620.40625
ZBRA	2016-05-13	0.047	0.004	3,241,700	52,238,540	0.69	0.642	1.102	2,632.300049	847,000,000	2,049,044
ZBRA	2016-05-20	0.002	-0.045	3,125,236	52,239,136	0.689	0.687	0.634	2,608.300049	849,461,568	972,000.1875
ZBRA	2016-05-27	0.009	0.007	3,125,236	52,239,684	0.689	0.679	1.038	2,759.300049	851,923,072	609,901.1875
ZBRA	2016-06-03	0.034	0.024	3,186,729	52,238,864	0.691	0.657	0.598	2,860.600098	854,384,640	546,981.75
ZBRA	2016-06-10	0.013	-0.021	3,186,729	52,238,484	0.691	0.679	0.856	2,926.399902	856,846,144	607,808.375
ZBRA	2016-06-17	0.026	0.013	3,071,318	52,239,592	0.682	0.656	0.705	2,974	859,307,712	654,716.625
ZBRA	2016-06-24	0.022	-0.004	3,071,318	52,240,148	0.681	0.659	0.771	2,849.699951	861,769,216	741,799.375
ZBRA	2016-07-01	0.092	0.07	3,480,610	52,240,068	0.71	0.618	0.817	2,602.600098	864,230,784	1,485,806.25
ZBRA	2016-07-08	0.021	-0.071	3,480,610	52,238,928	0.709	0.689	0.812	2,501.199951	866,692,288	1,020,864.25
ZBRA	2016-07-15	0.072	0.052	4,274,389	52,238,444	0.75	0.678	0.406	2,611.399902	869,153,856	609,513.8125
ZBRA	2016-07-22	0.076	0.004	4,274,389	52,239,796	0.749	0.673	0.436	2,675.199951	871,615,360	442,361.1875
ZBRA	2016-07-29	0.062	-0.014	4,274,389	52,239,200	0.75	0.688	0.726	2,769.199951	874,076,928	479,441.1875
ZBRA	2016-08-05	0.067	0.005	4,175,272	52,239,252	0.746	0.679	0.494	3,000.100098	876,538,432	694,221.8125
ZBRA	2016-08-12	0.034	-0.033	4,175,272	52,766,788	0.747	0.713	1.232	3,520.600098	879,000,000	1,221,840.25
ZBRA	2016-08-19	0.009	-0.026	4,051,588	52,766,732	0.746	0.737	0.625	3,635.100098	880,785,728	756,607.375
ZBRA	2016-08-26	0.031	0.023	4,051,588	52,766,504	0.746	0.715	0.495	3,717.399902	882,571,456	391,785
ZBRA	2016-09-02	0.075	0.044	3,903,492	52,767,492	0.741	0.665	0.491	3,674.199951	884,357,120	494,507
ZBRA	2016-09-09	0.001	-0.075	3,903,492	52,766,180	0.74	0.74	0.402	3,488.899902	886,142,848	475,558.25
ZBRA	2016-09-16	0.092	0.091	3,904,959	52,766,876	0.745	0.653	0.469	3,549.100098	887,928,576	426,798.03125
ZBRA	2016-09-23	0.012	-0.08	3,904,959	52,766,668	0.745	0.733	0.569	3,640.899902	889,714,304	334,002.8125
ZBRA	2016-09-30	0.113	0.101	4,574,095	52,766,844	0.766	0.653	0.527	3,673.100098	891,500,032	279,359.40625
ZBRA	2016-10-07	0.078	-0.035	4,574,095	52,766,300	0.766	0.688	0.48	3,626.100098	893,285,696	334,595.1875
ZBRA	2016-10-14	0.076	-0.002	4,574,095	52,767,260	0.766	0.69	0.481	3,430.399902	895,071,424	423,152
ZBRA	2016-10-21	0.122	0.046	4,734,663	52,766,616	0.773	0.651	0.454	3,414	896,857,152	229,525.796875

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