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
ZYME	2020-03-13	-0.359	-0.014	440,727	45,519,500	0.284	0.643	5.289	1,318.699951	2,587,222.25	588,381.1875
ZYME	2020-03-20	-0.371	-0.013	464,845	45,517,112	0.286	0.657	5.308	1,223.5	3,297,444.5	644,632
ZYME	2020-03-27	-0.372	-0	464,845	45,518,736	0.286	0.658	3.584	1,469.800049	4,007,666.75	465,951
ZYME	2020-04-03	-0.269	0.103	590,656	45,518,268	0.314	0.582	1.968	1,532.599976	4,717,889	267,333.8125
ZYME	2020-04-10	-0.327	-0.058	590,656	45,518,796	0.314	0.64	2.187	1,719.699951	5,428,111	350,542.03125
ZYME	2020-04-17	-0.298	0.028	655,827	45,519,784	0.353	0.651	5.474	1,668.300049	6,138,333.5	419,612.40625
ZYME	2020-04-24	-0.31	-0.012	655,827	45,519,920	0.353	0.663	3.148	1,759.800049	6,848,555.5	422,680.1875
ZYME	2020-05-01	-0.24	0.07	818,467.9375	45,518,520	0.41	0.651	2.482	1,597.699951	7,558,778	298,793
ZYME	2020-05-08	-0.241	-0.001	818,467.9375	45,539,580	0.411	0.651	3.784	1,616.199951	8,269,000	298,073.8125
ZYME	2020-05-15	-0.171	0.069	763,073	45,540,144	0.386	0.557	2.421	1,707.300049	8,583,615	817,088.1875
ZYME	2020-05-22	-0.269	-0.097	763,073	45,539,268	0.386	0.655	2.173	1,646.699951	8,898,231	347,233.1875
ZYME	2020-05-29	-0.192	0.077	763,073	45,540,400	0.386	0.578	2.52	1,736	9,212,846	599,986
ZYME	2020-06-05	-0.215	-0.023	1,065,922	45,540,984	0.471	0.686	3.107	1,666.800049	9,527,462	639,448
ZYME	2020-06-12	-0.183	0.032	1,065,922	45,541,252	0.47	0.654	1.283	1,556.599976	9,842,077	330,597.40625
ZYME	2020-06-19	-0.109	0.074	1,174,904.125	45,541,044	0.497	0.607	1.93	1,708.699951	10,156,692	330,916.59375
ZYME	2020-06-26	-0.166	-0.057	1,174,904.125	45,538,588	0.497	0.664	2.162	1,640.300049	10,471,308	471,765.40625
ZYME	2020-07-03	-0.005	0.162	1,858,335	45,539,188	0.612	0.617	1.31	1,638.5	10,785,923	271,454.25
ZYME	2020-07-10	-0.032	-0.027	1,858,335	45,540,828	0.612	0.644	0.385	1,511.5	11,100,538	715,085
ZYME	2020-07-17	0.035	0.066	2,241,359	45,540,416	0.635	0.6	0.797	1,504.199951	11,415,154	614,591
ZYME	2020-07-24	-0.024	-0.059	2,241,359	45,539,380	0.634	0.658	0.621	1,376.199951	11,729,769	345,851
ZYME	2020-07-31	0.018	0.042	2,304,509	45,538,816	0.645	0.627	0.645	1,390.300049	12,044,385	330,320.1875
ZYME	2020-08-07	0.027	0.009	2,304,509	45,626,016	0.647	0.62	0.46	1,410.300049	12,359,000	234,780.40625
ZYME	2020-08-14	0.032	0.005	2,304,509	45,627,116	0.65	0.618	0.985	1,346	11,611,615	312,318.59375
ZYME	2020-08-21	0.06	0.028	2,595,471.75	45,626,036	0.68	0.621	1.387	1,373.800049	10,864,231	335,438.03125
ZYME	2020-08-28	0.047	-0.012	2,595,471.75	45,628,344	0.68	0.633	0.777	1,448.699951	10,116,846	491,350.1875
ZYME	2020-09-04	0.026	-0.021	2,474,789	45,627,760	0.671	0.645	1.971	1,446.400024	9,369,462	279,679.1875
ZYME	2020-09-11	0.019	-0.007	2,474,789	45,628,428	0.672	0.652	0.717	1,746.199951	8,622,077	774,925
ZYME	2020-09-18	0.003	-0.016	2,334,862	45,626,376	0.661	0.658	1.26	2,068.699951	7,874,692.5	1,181,442.375
ZYME	2020-09-25	-0.008	-0.011	2,334,862	45,627,632	0.66	0.668	0.978	2,061	7,127,307.5	390,371.40625
ZYME	2020-10-02	-0.01	-0.002	2,266,554	45,627,592	0.652	0.662	1.355	1,977.5	6,379,923	463,368.8125
ZYME	2020-10-09	0.036	0.046	2,266,554	45,626,328	0.651	0.615	0.956	2,149	5,632,538.5	211,206.40625
ZYME	2020-10-16	0.01	-0.026	1,975,869	45,626,632	0.618	0.607	1.142	2,097	4,885,154	188,198.203125
ZYME	2020-10-23	-0.03	-0.041	1,975,869	45,627,140	0.617	0.648	1.112	1,869.800049	4,137,769.25	337,673.40625
ZYME	2020-10-30	0.005	0.035	1,887,000.125	45,626,280	0.613	0.608	1.213	1,784.900024	3,390,384.5	241,867.796875
ZYME	2020-11-06	0.005	0.001	1,887,000.125	45,829,120	0.613	0.608	1.433	1,904.199951	2,643,000	322,881
ZYME	2020-11-13	-0.01	-0.015	1,887,000.125	45,828,724	0.614	0.623	1.347	1,905.099976	3,457,812.5	230,612.984375
ZYME	2020-11-20	-0.063	-0.053	1,480,869	45,829,092	0.563	0.627	3.208	2,161.300049	4,272,625	737,828.375
ZYME	2020-11-27	-0.088	-0.024	1,480,869	45,830,328	0.562	0.65	1.15	2,285.100098	5,087,437.5	454,577
ZYME	2020-12-04	-0.099	-0.011	1,322,690	45,830,148	0.543	0.642	0.379	2,520.199951	5,902,250	500,752.59375
ZYME	2020-12-11	-0.121	-0.022	1,322,690	45,828,652	0.544	0.665	2.278	2,364.300049	6,717,062.5	404,265.40625
ZYME	2020-12-18	-0.125	-0.003	1,182,018	45,829,448	0.519	0.644	1.652	2,359.300049	7,531,875	293,954.1875
ZYME	2020-12-25	-0.12	0.005	1,182,018	45,828,844	0.519	0.639	2.111	2,297.399902	8,346,687.5	217,143.5
ZYME	2021-01-01	-0.162	-0.042	874,622	45,829,452	0.441	0.602	1.89	2,165.899902	9,161,500	246,784.984375
ZYME	2021-01-08	-0.154	0.007	874,622	45,829,960	0.441	0.596	0.487	2,603.600098	9,976,312	426,301.8125
ZYME	2021-01-15	-0.263	-0.109	687,986	45,830,284	0.363	0.626	7.11	2,506	10,791,125	627,402
ZYME	2021-01-22	-0.272	-0.009	687,986	45,830,140	0.363	0.636	4.317	2,390.5	11,605,938	505,608.25
ZYME	2021-01-29	-0.265	0.007	687,986	45,827,916	0.362	0.627	4.381	1,549.900024	12,420,750	1,450,471
ZYME	2021-02-05	-0.236	0.029	881,597	45,829,616	0.431	0.667	1.98	1,850.599976	13,235,562	719,325
ZYME	2021-02-12	-0.214	0.022	881,597	45,829,268	0.431	0.644	3.934	1,879	14,050,375	440,039.59375
ZYME	2021-02-19	-0.237	-0.024	750,971	45,828,876	0.391	0.629	3.123	1,885.400024	14,865,188	421,932.75
ZYME	2021-02-26	-0.244	-0.007	750,971	46,136,048	0.39	0.634	1.997	1,675.199951	15,680,000	346,518.40625
ZYME	2021-03-05	-0.051	0.193	1,592,665	46,135,400	0.573	0.624	1.858	1,519.699951	14,176,400	550,675
ZYME	2021-03-12	-0.071	-0.019	1,592,665	46,135,980	0.573	0.644	0.951	1,628.599976	12,672,800	370,614.03125
ZYME	2021-03-19	-0.037	0.034	1,809,781	46,137,144	0.595	0.632	0.793	1,614.800049	11,169,200	387,592.1875
ZYME	2021-03-26	-0.04	-0.003	1,809,781	46,134,744	0.595	0.634	1.036	1,486	9,665,599	277,092.59375
ZYME	2021-04-02	-0.043	-0.003	2,004,910	46,134,776	0.607	0.649	1.104	1,451.400024	8,162,000	550,251.5
ZYME	2021-04-09	-0.02	0.022	2,004,910	46,135,484	0.604	0.624	0.968	1,430.199951	6,658,400.5	221,524.796875
ZYME	2021-04-16	-0.03	-0.01	1,956,801	46,135,616	0.59	0.621	1.061	1,401.599976	5,154,800	380,465.96875
ZYME	2021-04-23	-0.056	-0.026	1,956,801	46,137,564	0.589	0.645	1.127	1,308	3,651,200	632,123.375
ZYME	2021-04-30	-0.047	0.008	1,939,447	46,134,684	0.584	0.631	1.031	1,500.300049	2,147,599.75	711,626.625
ZYME	2021-05-07	-0.079	-0.032	1,939,447	46,171,620	0.583	0.662	1.961	1,399	644,000	518,241.59375
ZYME	2021-05-14	-0.039	0.04	1,939,447	46,169,992	0.583	0.623	0.82	1,320	730,692.3125	370,799.40625
ZYME	2021-05-21	-0.104	-0.065	1,478,874	46,169,992	0.528	0.632	1.198	1,320	817,384.625	316,071.59375
ZYME	2021-05-28	-0.098	0.006	1,478,874	46,169,872	0.528	0.626	1.438	1,440.5	904,076.9375	296,828.40625
ZYME	2021-06-04	-0.052	0.046	1,540,007	46,169,608	0.528	0.58	1.602	1,464.5	990,769.25	317,777.5
ZYME	2021-06-11	-0.093	-0.041	1,540,007	46,170,160	0.529	0.622	1.627	1,742	1,077,461.5	465,865.59375
ZYME	2021-06-18	-0.079	0.014	1,646,673	46,171,032	0.544	0.622	1.957	1,673.699951	1,164,153.875	613,364.625
ZYME	2021-06-25	-0.082	-0.003	1,646,673	46,168,836	0.544	0.626	1.985	1,706.400024	1,250,846.125	272,031.8125
ZYME	2021-07-02	-0.089	-0.007	1,483,580	46,170,504	0.517	0.605	1.044	1,684.300049	1,337,538.5	815,980.1875
ZYME	2021-07-09	-0.114	-0.025	1,483,580	46,170,968	0.517	0.631	2.026	1,701.400024	1,424,230.75	309,982.03125
ZYME	2021-07-16	-0.093	0.021	1,558,471.875	46,171,284	0.532	0.625	0.865	1,649.699951	1,510,923.125	325,798.8125
ZYME	2021-07-23	-0.072	0.02	1,558,471.875	46,170,996	0.533	0.605	0.812	1,636.300049	1,597,615.375	317,720
ZYME	2021-07-30	-0.099	-0.026	1,547,333	46,170,148	0.537	0.636	0.899	1,481.599976	1,684,307.75	481,543
ZYME	2021-08-06	-0.085	0.014	1,547,333	46,386,292	0.537	0.621	1.357	1,637.900024	1,771,000.125	448,352.59375
ZYME	2021-08-13	-0.084	0	1,547,333	46,384,592	0.538	0.622	1.864	1,469	1,972,846.125	269,399.8125
ZYME	2021-08-20	-0.03	0.054	1,848,305	46,384,468	0.573	0.603	1.62	1,457.400024	2,174,692.25	239,938
ZYME	2021-08-27	-0.038	-0.008	1,848,305	46,386,860	0.573	0.611	0.66	1,525.199951	2,376,538.5	298,456.8125
ZYME	2021-09-03	-0.04	-0.003	1,732,193	46,384,352	0.56	0.6	0.684	1,506.099976	2,578,384.5	245,731.796875
ZYME	2021-09-10	-0.03	0.01	1,732,193	46,385,800	0.561	0.591	0.918	1,502.900024	2,780,230.75	336,328
ZYME	2021-09-17	0.002	0.033	2,076,252	46,387,092	0.592	0.589	1.039	1,653.699951	2,982,077	1,182,752.375
ZYME	2021-09-24	-0.059	-0.061	2,076,252	46,384,996	0.592	0.651	1.069	1,322.900024	3,183,923	492,892.40625
ZYME	2021-10-01	-0.017	0.042	2,853,972	46,385,952	0.646	0.663	0.982	1,360.5	3,385,769.25	534,746.625
ZYME	2021-10-08	-0.013	0.004	2,853,972	46,384,708	0.646	0.659	0.835	1,140.599976	3,587,615.5	656,865.375
ZYME	2021-10-15	0.034	0.047	3,663,191	46,383,960	0.679	0.645	0.573	1,203.199951	3,789,461.5	789,818.375
ZYME	2021-10-22	0.019	-0.015	3,663,191	46,386,960	0.678	0.659	2.097	1,066.900024	3,991,307.75	855,707.625
ZYME	2021-10-29	0.052	0.032	3,663,191	46,386,516	0.679	0.627	0.447	1,032.099976	4,193,153.75	305,149.59375
ZYME	2021-11-05	0.068	0.016	4,549,420	46,554,112	0.703	0.635	0.262	1,075.400024	4,395,000	349,846.1875
ZYME	2021-11-12	0.067	-0.002	4,549,420	46,555,832	0.703	0.637	0.326	938.099976	5,362,187.5	423,787.1875
ZYME	2021-11-19	0.069	0.002	3,515,013	46,552,248	0.673	0.604	0.543	922.200012	6,329,375	681,372.8125
ZYME	2021-11-26	0.058	-0.011	3,515,013	46,553,844	0.673	0.616	0.546	907.799988	7,296,562.5	1,261,552.5
ZYME	2021-12-03	0.032	-0.026	3,810,845	46,554,892	0.685	0.653	0.876	860.799988	8,263,750	821,482.625
ZYME	2021-12-10	0.023	-0.008	3,810,845	46,552,580	0.684	0.661	0.619	748.099976	9,230,938	1,103,247.625
ZYME	2021-12-17	0.038	0.015	4,068,461	46,552,356	0.692	0.654	1.138	760.200012	10,198,125	777,754.1875
ZYME	2021-12-24	0.071	0.033	4,068,461	46,554,016	0.692	0.621	0.633	771.400024	11,165,312	305,467.25
ZYME	2021-12-31	0.131	0.06	6,019,682	46,552,776	0.721	0.59	0.376	763	12,132,500	852,998.8125
ZYME	2022-01-07	0.064	-0.067	6,019,682	46,555,636	0.72	0.657	0.61	656.900024	13,099,688	1,658,090.75
ZYME	2022-01-14	0.113	0.05	6,019,682	46,553,108	0.719	0.605	0.675	696.900024	14,066,875	563,753.8125
ZYME	2022-01-21	0.055	-0.058	6,584,347	46,556,648	0.722	0.667	0.334	521.900024	15,034,062	1,459,098.75
ZYME	2022-01-28	0.053	-0.002	6,584,347	46,556,212	0.722	0.668	0.527	393.399994	16,001,250	2,243,718.5
ZYME	2022-02-04	0.079	0.026	7,249,354	46,553,460	0.723	0.644	0.963	370.100006	16,968,438	1,606,205.25

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