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
ZLAB	2020-02-14	-0.082	0.008	1,728,343	58,356,188	0.532	0.614	2.061	3,532.300049	4,816,600	423,370.1875
ZLAB	2020-02-21	-0.063	0.019	1,797,703.875	58,355,888	0.54	0.604	0.818	3,450	4,782,284	293,297
ZLAB	2020-02-28	-0.088	-0.025	1,797,703.875	58,355,464	0.541	0.63	1.071	3,207.800049	4,747,968	1,292,571.75
ZLAB	2020-03-06	-0.03	0.058	2,191,554	58,355,112	0.594	0.624	1.295	3,125.5	4,713,651.5	449,348.1875
ZLAB	2020-03-13	-0.032	-0.002	2,191,554	58,355,264	0.595	0.627	0.994	3,015.800049	4,679,335	473,024.1875
ZLAB	2020-03-20	-0.023	0.009	2,648,749	68,374,608	0.599	0.623	0.793	3,285.399902	4,645,019	496,730.40625
ZLAB	2020-03-27	-0.006	0.018	2,648,749	68,375,200	0.601	0.606	0.886	3,484.399902	4,645,060.5	368,848.8125
ZLAB	2020-04-03	0.022	0.028	2,629,981	68,376,336	0.588	0.566	0.6	3,524.800049	4,645,102	302,482.40625
ZLAB	2020-04-10	0.013	-0.009	2,629,981	68,376,176	0.587	0.575	0.769	4,097.100098	4,645,143.5	351,945
ZLAB	2020-04-17	0.014	0.001	2,184,901	68,375,600	0.566	0.552	1.379	4,339.799805	4,645,185	313,294.1875
ZLAB	2020-04-24	-0.002	-0.016	2,184,901	68,375,096	0.566	0.569	1.843	4,338.399902	4,645,226.5	336,360
ZLAB	2020-05-01	-0.03	-0.027	1,918,368	68,374,720	0.526	0.555	1.244	4,131.200195	4,645,268	293,418.40625
ZLAB	2020-05-08	-0.029	0.001	1,918,368	68,375,256	0.526	0.555	1.099	4,511.399902	5,068,583.5	205,263.40625
ZLAB	2020-05-15	0.007	0.036	1,896,132	68,374,848	0.524	0.516	1.367	4,804.700195	5,491,899	416,108.8125
ZLAB	2020-05-22	-0.095	-0.102	1,896,132	68,374,800	0.524	0.618	0.881	4,341.799805	5,915,214.5	510,446.03125
ZLAB	2020-05-29	-0.061	0.034	1,896,132	68,375,000	0.524	0.585	1.205	5,087.100098	6,338,530	1,179,044.5
ZLAB	2020-06-05	-0.136	-0.075	2,005,606	68,375,640	0.527	0.662	1.198	4,794.5	6,761,845	508,252.40625
ZLAB	2020-06-12	-0.107	0.029	2,005,606	68,375,360	0.527	0.634	1.282	4,717.899902	7,185,161	463,366.8125
ZLAB	2020-06-19	-0.072	0.035	2,452,110	68,376,008	0.58	0.652	1.229	5,528.200195	7,608,476.5	677,315.9375
ZLAB	2020-06-26	-0.096	-0.024	2,452,110	68,375,112	0.58	0.676	1.181	5,537.700195	8,031,791.5	390,675.1875
ZLAB	2020-07-03	0.083	0.179	2,969,492	68,376,072	0.629	0.546	1.198	5,545.299805	8,455,107	316,412.75
ZLAB	2020-07-10	-0.001	-0.084	2,969,492	68,375,304	0.629	0.63	1.025	5,946.600098	8,878,423	426,764.40625
ZLAB	2020-07-17	0.016	0.017	2,752,463	68,375,568	0.591	0.575	0.899	5,720.299805	9,301,738	340,343.1875
ZLAB	2020-07-24	-0.004	-0.02	2,752,463	68,375,424	0.59	0.595	0.768	5,197.899902	9,725,054	261,688
ZLAB	2020-07-31	0.042	0.047	2,819,387	68,376,040	0.602	0.56	1.263	5,204.100098	10,148,369	269,481.1875
ZLAB	2020-08-07	0.051	0.009	2,819,387	68,375,856	0.605	0.553	1.162	5,494	10,571,685	256,980.203125
ZLAB	2020-08-14	0.038	-0.013	2,819,387	73,847,608	0.59	0.551	0.981	5,873.100098	10,995,000	463,264.8125
ZLAB	2020-08-21	0.013	-0.026	2,744,850	73,847,208	0.59	0.577	0.633	5,935.100098	10,995,000	254,092.40625
ZLAB	2020-08-28	0.025	0.012	2,744,850	73,847,472	0.59	0.564	0.851	6,013.399902	10,995,000	378,180.59375
ZLAB	2020-09-04	0.06	0.035	2,675,955	73,848,032	0.593	0.533	0.534	5,753.5	10,995,000	326,494.03125
ZLAB	2020-09-11	0.051	-0.009	2,675,955	73,847,280	0.593	0.542	0.778	5,551.100098	10,995,000	380,109.75
ZLAB	2020-09-18	0.048	-0.003	2,540,110	73,847,608	0.582	0.534	1.217	5,853.899902	11,158,960	337,595.59375
ZLAB	2020-09-25	0.004	-0.043	2,540,110	73,847,216	0.581	0.576	0.837	5,858.299805	11,322,920	485,867.40625
ZLAB	2020-10-02	0.011	0.006	2,660,852	73,847,888	0.588	0.577	1.09	6,243.100098	11,486,880	783,622.1875
ZLAB	2020-10-09	0.038	0.027	2,660,852	73,847,312	0.588	0.55	0.857	6,867.799805	11,650,840	295,072.8125
ZLAB	2020-10-16	0.082	0.045	3,521,618	73,847,848	0.636	0.554	0.835	6,678.799805	11,814,800	245,171.40625
ZLAB	2020-10-23	0.107	0.024	3,521,618	73,847,480	0.636	0.529	0.632	6,439.5	11,978,760	229,612
ZLAB	2020-10-30	0.097	-0.01	3,162,200	73,847,656	0.621	0.525	0.861	6,059.200195	12,142,720	374,802.59375
ZLAB	2020-11-06	0.104	0.008	3,162,200	73,847,808	0.622	0.518	0.817	6,502.299805	12,306,680	272,957
ZLAB	2020-11-13	0.067	-0.037	3,162,200	73,847,344	0.623	0.556	0.941	7,643.200195	12,470,640	626,009.8125
ZLAB	2020-11-20	0.046	-0.021	2,711,360	73,847,192	0.592	0.546	0.491	7,703	12,634,600	405,519.40625
ZLAB	2020-11-27	0.057	0.011	2,711,360	73,847,784	0.591	0.534	0.934	7,985.899902	12,798,560	341,865.5
ZLAB	2020-12-04	0.025	-0.033	2,545,329	73,847,224	0.579	0.554	0.772	7,975.5	12,962,520	464,120.59375
ZLAB	2020-12-11	0.033	0.009	2,545,329	73,847,704	0.579	0.545	0.989	8,039.799805	13,126,480	257,415.59375
ZLAB	2020-12-18	0.045	0.011	2,574,759	73,847,512	0.582	0.537	0.499	9,249.400391	13,290,440	373,960.8125
ZLAB	2020-12-25	0.06	0.015	2,574,759	73,847,360	0.582	0.522	1.112	9,879.299805	13,454,399	181,473.5
ZLAB	2021-01-01	0.063	0.002	2,458,657	73,847,352	0.566	0.504	0.632	9,994.5	13,618,360	274,248.25
ZLAB	2021-01-08	0.05	-0.012	2,458,657	73,847,376	0.567	0.516	1.034	10,769.900391	13,782,320	336,854.59375
ZLAB	2021-01-15	0.003	-0.047	2,108,138	73,847,280	0.523	0.52	1.297	12,620.5	13,946,280	377,247.59375
ZLAB	2021-01-22	-0.031	-0.034	2,108,138	73,847,384	0.524	0.555	0.967	13,422.5	14,110,240	543,138.5
ZLAB	2021-01-29	-0.01	0.021	2,108,138	73,847,688	0.523	0.533	1.098	11,820.799805	14,274,200	475,365.40625
ZLAB	2021-02-05	-0.055	-0.045	1,990,710	73,847,456	0.514	0.569	1.679	13,109.400391	14,438,160	353,029.59375
ZLAB	2021-02-12	0.002	0.057	1,990,710	73,847,288	0.512	0.51	1.216	13,482.299805	14,602,120	240,736.796875
ZLAB	2021-02-19	-0.058	-0.06	1,592,304	73,847,520	0.462	0.52	1.67	12,949.900391	14,766,080	330,359.25
ZLAB	2021-02-26	-0.095	-0.036	1,592,304	73,847,608	0.462	0.557	1.876	10,894	14,930,040	523,006.1875
ZLAB	2021-03-05	-0.082	0.013	1,631,544.125	88,592,344	0.421	0.503	1.635	12,159.299805	15,094,000	457,418.40625
ZLAB	2021-03-12	-0.112	-0.03	1,631,544.125	88,592,104	0.42	0.532	1.837	12,729.799805	15,594,900	448,180.1875
ZLAB	2021-03-19	-0.169	-0.057	1,463,492	88,592,136	0.382	0.551	1.788	11,735.799805	16,095,800	529,091.625
ZLAB	2021-03-26	-0.137	0.032	1,463,492	88,592,120	0.381	0.518	1.571	11,377	16,596,700	283,978.59375
ZLAB	2021-04-02	-0.114	0.023	1,916,570	88,592,688	0.446	0.561	0.61	11,602.099609	17,097,600	523,955.25
ZLAB	2021-04-09	-0.131	-0.017	1,916,570	88,592,320	0.444	0.576	1.37	11,750	17,598,500	484,961.1875
ZLAB	2021-04-16	-0.134	-0.002	1,988,180	88,592,128	0.448	0.581	1.009	14,554.799805	18,099,400	741,089.8125
ZLAB	2021-04-23	-0.126	0.008	1,988,180	88,592,472	0.448	0.573	1.359	15,332.700195	18,600,300	963,123.1875
ZLAB	2021-04-30	-0.05	0.076	2,331,051	88,592,144	0.486	0.535	1.04	14,724.900391	19,101,200	569,143.1875
ZLAB	2021-05-07	-0.127	-0.077	2,331,051	88,592,384	0.484	0.611	0.786	14,010	19,602,100	575,789
ZLAB	2021-05-14	-0.138	-0.011	2,331,051	94,908,792	0.466	0.605	1.19	14,514.400391	20,103,000	536,966.8125
ZLAB	2021-05-21	-0.06	0.078	2,497,520.25	94,908,656	0.485	0.545	1.08	15,636.200195	21,397,770	292,009.8125
ZLAB	2021-05-28	-0.086	-0.025	2,497,520.25	94,908,816	0.485	0.571	0.626	16,861.5	22,692,538	509,243.1875
ZLAB	2021-06-04	-0.035	0.05	2,950,844	94,908,728	0.514	0.549	0.777	16,274	23,987,308	484,557.75
ZLAB	2021-06-11	-0.038	-0.003	2,950,844	94,908,920	0.515	0.553	0.774	16,099.400391	25,282,076	402,394.40625
ZLAB	2021-06-18	-0.032	0.007	2,949,259	94,908,448	0.513	0.545	0.998	14,929.099609	26,576,846	530,613.8125
ZLAB	2021-06-25	-0.04	-0.008	2,949,259	94,908,752	0.514	0.553	1.073	16,486.599609	27,871,618	440,510.03125
ZLAB	2021-07-02	-0.029	0.01	2,567,815	94,908,480	0.474	0.503	0.742	16,694.400391	29,166,384	388,622.1875
ZLAB	2021-07-09	-0.077	-0.048	2,567,815	94,908,872	0.474	0.552	0.846	16,039.599609	30,461,154	436,153
ZLAB	2021-07-16	-0.07	0.008	2,128,173	94,908,752	0.443	0.513	1.133	14,874.099609	31,755,924	320,516.8125
ZLAB	2021-07-23	-0.117	-0.047	2,128,173	94,908,672	0.444	0.561	1.071	14,236.299805	33,050,692	318,741.40625
ZLAB	2021-07-30	-0.12	-0.003	2,198,220	94,909,064	0.456	0.576	1.544	13,724.799805	34,345,460	1,773,474.75
ZLAB	2021-08-06	-0.133	-0.013	2,198,220	94,908,688	0.457	0.59	1.718	14,135.700195	35,640,232	503,720
ZLAB	2021-08-13	-0.073	0.06	2,198,220	95,408,680	0.457	0.53	0.654	14,334.200195	36,935,000	298,335.8125
ZLAB	2021-08-20	-0.087	-0.014	2,652,515	95,408,816	0.5	0.588	0.949	12,801	37,409,460	662,299.1875
ZLAB	2021-08-27	-0.023	0.065	2,652,515	95,408,712	0.5	0.523	0.717	13,095.799805	37,883,924	331,302.1875
ZLAB	2021-09-03	-0.012	0.011	2,484,435	95,409,080	0.484	0.495	0.635	13,888.700195	38,358,384	294,023.8125
ZLAB	2021-09-10	-0.029	-0.018	2,484,435	95,408,480	0.484	0.514	0.874	13,103.400391	38,832,848	401,663.5
ZLAB	2021-09-17	-0.057	-0.028	2,534,560	95,408,896	0.488	0.545	0.739	12,273.400391	39,307,308	538,619.375
ZLAB	2021-09-24	-0.072	-0.014	2,534,560	95,408,816	0.488	0.56	0.886	11,435.700195	39,781,768	804,100.8125
ZLAB	2021-10-01	-0.082	-0.01	2,526,463	95,408,272	0.49	0.572	1.067	9,803.200195	40,256,232	814,646.1875
ZLAB	2021-10-08	-0.069	0.013	2,526,463	95,408,888	0.49	0.559	0.898	9,765.099609	40,730,692	427,663.59375
ZLAB	2021-10-15	-0.012	0.057	3,057,352	95,408,832	0.532	0.544	0.789	9,731.700195	41,205,152	647,178.1875
ZLAB	2021-10-22	0.02	0.032	3,057,352	95,408,440	0.531	0.511	0.727	9,612.400391	41,679,620	276,769.1875
ZLAB	2021-10-29	-0.004	-0.024	3,057,352	95,409,008	0.531	0.535	0.937	9,960.700195	42,154,076	444,478.1875
ZLAB	2021-11-05	-0.028	-0.024	2,776,291	95,408,520	0.513	0.54	0.845	8,442.700195	42,628,540	713,667.625
ZLAB	2021-11-12	-0.026	0.001	2,776,291	96,408,352	0.512	0.538	0.67	8,211.099609	43,103,000	539,118.1875
ZLAB	2021-11-19	-0.019	0.008	2,789,621	96,408,792	0.514	0.533	0.793	8,112.799805	43,169,752	480,132.40625
ZLAB	2021-11-26	-0.025	-0.006	2,789,621	96,408,888	0.514	0.539	0.493	7,417.700195	43,236,500	543,278.5
ZLAB	2021-12-03	-0.035	-0.01	2,893,350	96,408,136	0.534	0.569	0.496	6,302.200195	43,303,248	716,841.375
ZLAB	2021-12-10	-0.039	-0.004	2,893,350	96,408,184	0.533	0.572	0.886	6,315.700195	43,370,000	586,928
ZLAB	2021-12-17	-0.067	-0.029	2,795,364	96,408,400	0.527	0.595	1.246	7,067.700195	43,436,752	1,523,548.375
ZLAB	2021-12-24	-0.048	0.02	2,795,364	96,409,488	0.527	0.575	0.752	6,347.600098	43,503,500	422,107.5
ZLAB	2021-12-31	0.004	0.052	3,038,728	96,408,912	0.538	0.534	0.828	6,059.299805	43,570,248	289,192.40625
ZLAB	2022-01-07	-0.057	-0.061	3,038,728	96,408,856	0.538	0.594	1.363	5,310.200195	43,637,000	474,942.03125

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