Datasets:

paperswithbacktest
/

Stocks-Weekly-ShortOverShorted

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Split (1)

train · 3.72M 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	2019-09-27	-0.309	-0.047	679,303	39,258,112	0.381	0.69	3.31	1,016	7,869,428.5	252,798.40625
ZYME	2019-10-04	-0.226	0.083	748,289	39,261,428	0.413	0.639	3.019	1,004.700012	7,867,857	269,123.40625
ZYME	2019-10-11	-0.234	-0.008	748,289	39,258,856	0.413	0.647	4.073	1,075.300049	7,866,285.5	308,511.8125
ZYME	2019-10-18	-0.217	0.017	835,516.0625	39,260,636	0.444	0.661	1.902	1,162.900024	7,864,715	285,733
ZYME	2019-10-25	-0.223	-0.006	835,516.0625	39,259,740	0.443	0.666	1.997	1,219.800049	7,863,143	270,706.40625
ZYME	2019-11-01	-0.303	-0.08	584,429	39,260,212	0.355	0.658	2.705	1,374.5	7,861,571.5	348,004.59375
ZYME	2019-11-08	-0.305	-0.002	584,429	39,386,680	0.356	0.66	2.512	1,348.599976	7,859,999.5	386,143.1875
ZYME	2019-11-15	-0.347	-0.043	458,668	39,388,488	0.31	0.657	7.263	1,423.5	7,508,059	226,390.59375
ZYME	2019-11-22	-0.367	-0.02	458,668	39,388,096	0.31	0.677	3.944	1,654.300049	7,156,117.5	443,579.40625
ZYME	2019-11-29	-0.37	-0.003	458,668	39,387,476	0.311	0.681	7.983	1,716.900024	6,804,176.5	495,395.75
ZYME	2019-12-06	-0.39	-0.02	462,211	39,387,996	0.314	0.704	5.164	1,647.599976	6,452,235.5	271,913.96875
ZYME	2019-12-13	-0.369	0.021	462,211	39,388,096	0.314	0.682	3.183	1,654.300049	6,100,294	436,846.03125
ZYME	2019-12-20	-0.361	0.008	523,661	39,387,980	0.341	0.702	5.771	1,782.699951	5,748,353	448,014.59375
ZYME	2019-12-27	-0.324	0.037	523,661	39,386,336	0.341	0.665	3.667	1,758.599976	5,396,412	373,694.5
ZYME	2020-01-03	-0.329	-0.005	485,017	39,387,264	0.32	0.649	4.698	1,806.300049	5,044,470.5	275,293
ZYME	2020-01-10	-0.336	-0.007	485,017	39,387,804	0.319	0.655	4.607	1,769.300049	4,692,529.5	424,779.8125
ZYME	2020-01-17	-0.316	0.02	529,083	39,387,216	0.329	0.645	4.282	1,934.699951	4,340,588	633,967.375
ZYME	2020-01-24	-0.294	0.022	529,083	39,386,332	0.329	0.623	4.865	1,867.699951	3,988,647	1,213,310.75
ZYME	2020-01-31	-0.228	0.066	842,543	39,388,176	0.443	0.671	2.252	1,718.900024	3,636,706	413,137.8125
ZYME	2020-02-07	-0.182	0.046	842,543	39,387,976	0.443	0.625	1.823	1,802	3,284,764.75	212,256.203125
ZYME	2020-02-14	-0.128	0.054	842,543	39,387,116	0.444	0.572	0.246	1,889.400024	2,932,823.5	207,262.40625
ZYME	2020-02-21	-0.309	-0.181	531,988	39,388,300	0.342	0.651	8.283	1,757.900024	2,580,882.25	258,562
ZYME	2020-02-28	-0.273	0.035	531,988	39,386,756	0.342	0.615	3.111	1,612.099976	2,228,941.25	388,135
ZYME	2020-03-06	-0.33	-0.056	440,727	45,519,412	0.283	0.613	3.6	1,735.199951	1,876,999.875	464,120
ZYME	2020-03-13	-0.345	-0.016	440,727	45,519,500	0.284	0.63	4.404	1,318.699951	2,587,222.25	588,381.1875
ZYME	2020-03-20	-0.354	-0.008	464,845	45,517,112	0.285	0.639	3.913	1,223.5	3,297,444.5	644,632
ZYME	2020-03-27	-0.373	-0.019	464,845	45,518,736	0.286	0.659	3.736	1,469.800049	4,007,666.75	465,951
ZYME	2020-04-03	-0.282	0.091	590,656	45,518,268	0.314	0.596	3.285	1,532.599976	4,717,889	267,333.8125
ZYME	2020-04-10	-0.342	-0.06	590,656	45,518,796	0.314	0.656	6.411	1,719.699951	5,428,111	350,542.03125
ZYME	2020-04-17	-0.298	0.044	655,827	45,519,784	0.353	0.651	4.563	1,668.300049	6,138,333.5	419,612.40625
ZYME	2020-04-24	-0.304	-0.006	655,827	45,519,920	0.353	0.657	3.703	1,759.800049	6,848,555.5	422,680.1875
ZYME	2020-05-01	-0.217	0.087	818,467.9375	45,518,520	0.411	0.628	2.021	1,597.699951	7,558,778	298,793
ZYME	2020-05-08	-0.232	-0.015	818,467.9375	45,539,580	0.411	0.643	5.071	1,616.199951	8,269,000	298,073.8125
ZYME	2020-05-15	-0.169	0.063	763,073	45,540,144	0.386	0.556	6.254	1,707.300049	8,583,615	817,088.1875
ZYME	2020-05-22	-0.253	-0.084	763,073	45,539,268	0.387	0.64	1.867	1,646.699951	8,898,231	347,233.1875
ZYME	2020-05-29	-0.186	0.067	763,073	45,540,400	0.387	0.572	3.817	1,736	9,212,846	599,986
ZYME	2020-06-05	-0.204	-0.018	1,065,922	45,540,984	0.471	0.675	3.3	1,666.800049	9,527,462	639,448
ZYME	2020-06-12	-0.192	0.012	1,065,922	45,541,252	0.471	0.663	1.934	1,556.599976	9,842,077	330,597.40625
ZYME	2020-06-19	-0.116	0.075	1,174,904.125	45,541,044	0.498	0.614	2.014	1,708.699951	10,156,692	330,916.59375
ZYME	2020-06-26	-0.173	-0.057	1,174,904.125	45,538,588	0.498	0.671	1.65	1,640.300049	10,471,308	471,765.40625
ZYME	2020-07-03	-0.01	0.163	1,858,335	45,539,188	0.612	0.623	1.397	1,638.5	10,785,923	271,454.25
ZYME	2020-07-10	-0.044	-0.034	1,858,335	45,540,828	0.613	0.656	0.983	1,511.5	11,100,538	715,085
ZYME	2020-07-17	0.048	0.092	2,241,359	45,540,416	0.635	0.587	0.89	1,504.199951	11,415,154	614,591
ZYME	2020-07-24	-0.042	-0.09	2,241,359	45,539,380	0.634	0.676	1.719	1,376.199951	11,729,769	345,851
ZYME	2020-07-31	0.024	0.066	2,304,509	45,538,816	0.645	0.621	0.937	1,390.300049	12,044,385	330,320.1875
ZYME	2020-08-07	0.015	-0.008	2,304,509	45,626,016	0.647	0.631	1.187	1,410.300049	12,359,000	234,780.40625
ZYME	2020-08-14	0.03	0.015	2,304,509	45,627,116	0.65	0.62	1.629	1,346	11,611,615	312,318.59375
ZYME	2020-08-21	0.055	0.024	2,595,471.75	45,626,036	0.681	0.626	1.158	1,373.800049	10,864,231	335,438.03125
ZYME	2020-08-28	0.059	0.005	2,595,471.75	45,628,344	0.681	0.621	0.855	1,448.699951	10,116,846	491,350.1875
ZYME	2020-09-04	0.05	-0.009	2,474,789	45,627,760	0.671	0.621	0.75	1,446.400024	9,369,462	279,679.1875
ZYME	2020-09-11	0.045	-0.006	2,474,789	45,628,428	0.672	0.627	0.833	1,746.199951	8,622,077	774,925
ZYME	2020-09-18	0.014	-0.03	2,334,862	45,626,376	0.661	0.646	0.851	2,068.699951	7,874,692.5	1,181,442.375
ZYME	2020-09-25	-0.008	-0.023	2,334,862	45,627,632	0.66	0.668	0.764	2,061	7,127,307.5	390,371.40625
ZYME	2020-10-02	-0.005	0.003	2,266,554	45,627,592	0.652	0.656	1.476	1,977.5	6,379,923	463,368.8125
ZYME	2020-10-09	0.028	0.033	2,266,554	45,626,328	0.651	0.623	0.542	2,149	5,632,538.5	211,206.40625
ZYME	2020-10-16	0.015	-0.013	1,975,869	45,626,632	0.617	0.603	1.047	2,097	4,885,154	188,198.203125
ZYME	2020-10-23	-0.028	-0.042	1,975,869	45,627,140	0.617	0.645	0.871	1,869.800049	4,137,769.25	337,673.40625
ZYME	2020-10-30	0.001	0.029	1,887,000.125	45,626,280	0.613	0.612	1.793	1,784.900024	3,390,384.5	241,867.796875
ZYME	2020-11-06	-0.006	-0.008	1,887,000.125	45,829,120	0.613	0.619	1.156	1,904.199951	2,643,000	322,881
ZYME	2020-11-13	-0.003	0.003	1,887,000.125	45,828,724	0.614	0.617	1.124	1,905.099976	3,457,812.5	230,612.984375
ZYME	2020-11-20	-0.06	-0.057	1,480,869	45,829,092	0.563	0.623	1.467	2,161.300049	4,272,625	737,828.375
ZYME	2020-11-27	-0.082	-0.022	1,480,869	45,830,328	0.562	0.644	2.146	2,285.100098	5,087,437.5	454,577
ZYME	2020-12-04	-0.105	-0.023	1,322,690	45,830,148	0.543	0.649	1.33	2,520.199951	5,902,250	500,752.59375
ZYME	2020-12-11	-0.123	-0.018	1,322,690	45,828,652	0.544	0.667	1.153	2,364.300049	6,717,062.5	404,265.40625
ZYME	2020-12-18	-0.117	0.006	1,182,018	45,829,448	0.52	0.637	1.226	2,359.300049	7,531,875	293,954.1875
ZYME	2020-12-25	-0.115	0.003	1,182,018	45,828,844	0.52	0.634	1.46	2,297.399902	8,346,687.5	217,143.5
ZYME	2021-01-01	-0.15	-0.036	874,622	45,829,452	0.441	0.591	1.384	2,165.899902	9,161,500	246,784.984375
ZYME	2021-01-08	-0.181	-0.031	874,622	45,829,960	0.441	0.622	1.931	2,603.600098	9,976,312	426,301.8125
ZYME	2021-01-15	-0.262	-0.08	687,986	45,830,284	0.363	0.624	2.962	2,506	10,791,125	627,402
ZYME	2021-01-22	-0.268	-0.006	687,986	45,830,140	0.363	0.631	4.633	2,390.5	11,605,938	505,608.25
ZYME	2021-01-29	-0.236	0.032	687,986	45,827,916	0.362	0.598	2.108	1,549.900024	12,420,750	1,450,471
ZYME	2021-02-05	-0.231	0.005	881,597	45,829,616	0.431	0.662	1.799	1,850.599976	13,235,562	719,325
ZYME	2021-02-12	-0.218	0.013	881,597	45,829,268	0.43	0.648	2.149	1,879	14,050,375	440,039.59375
ZYME	2021-02-19	-0.249	-0.031	750,971	45,828,876	0.391	0.64	1.768	1,885.400024	14,865,188	421,932.75
ZYME	2021-02-26	-0.263	-0.014	750,971	46,136,048	0.39	0.652	2.587	1,675.199951	15,680,000	346,518.40625
ZYME	2021-03-05	-0.051	0.212	1,592,665	46,135,400	0.572	0.623	1.467	1,519.699951	14,176,400	550,675
ZYME	2021-03-12	-0.07	-0.019	1,592,665	46,135,980	0.572	0.642	1.013	1,628.599976	12,672,800	370,614.03125
ZYME	2021-03-19	-0.042	0.028	1,809,781	46,137,144	0.594	0.636	1.259	1,614.800049	11,169,200	387,592.1875
ZYME	2021-03-26	-0.044	-0.003	1,809,781	46,134,744	0.594	0.638	1.097	1,486	9,665,599	277,092.59375
ZYME	2021-04-02	-0.034	0.01	2,004,910	46,134,776	0.605	0.639	1.122	1,451.400024	8,162,000	550,251.5
ZYME	2021-04-09	-0.024	0.01	2,004,910	46,135,484	0.603	0.627	1.786	1,430.199951	6,658,400.5	221,524.796875
ZYME	2021-04-16	-0.048	-0.024	1,956,801	46,135,616	0.588	0.636	1.127	1,401.599976	5,154,800	380,465.96875
ZYME	2021-04-23	-0.041	0.006	1,956,801	46,137,564	0.587	0.629	1.395	1,308	3,651,200	632,123.375
ZYME	2021-04-30	-0.031	0.01	1,939,447	46,134,684	0.582	0.613	1.196	1,500.300049	2,147,599.75	711,626.625
ZYME	2021-05-07	-0.069	-0.038	1,939,447	46,171,620	0.58	0.65	1.151	1,399	644,000	518,241.59375
ZYME	2021-05-14	-0.008	0.061	1,939,447	46,169,992	0.581	0.589	1.159	1,320	730,692.3125	370,799.40625
ZYME	2021-05-21	-0.094	-0.086	1,478,874	46,169,992	0.525	0.619	0.981	1,320	817,384.625	316,071.59375
ZYME	2021-05-28	-0.11	-0.016	1,478,874	46,169,872	0.525	0.635	2.339	1,440.5	904,076.9375	296,828.40625
ZYME	2021-06-04	-0.064	0.046	1,540,007	46,169,608	0.524	0.589	0.977	1,464.5	990,769.25	317,777.5
ZYME	2021-06-11	-0.089	-0.025	1,540,007	46,170,160	0.526	0.615	1.173	1,742	1,077,461.5	465,865.59375
ZYME	2021-06-18	-0.064	0.025	1,646,673	46,171,032	0.54	0.604	0.848	1,673.699951	1,164,153.875	613,364.625
ZYME	2021-06-25	-0.1	-0.036	1,646,673	46,168,836	0.541	0.64	1.572	1,706.400024	1,250,846.125	272,031.8125
ZYME	2021-07-02	-0.065	0.035	1,483,580	46,170,504	0.514	0.579	1.772	1,684.300049	1,337,538.5	815,980.1875
ZYME	2021-07-09	-0.124	-0.059	1,483,580	46,170,968	0.514	0.638	1.329	1,701.400024	1,424,230.75	309,982.03125
ZYME	2021-07-16	-0.093	0.031	1,558,471.875	46,171,284	0.529	0.623	2.245	1,649.699951	1,510,923.125	325,798.8125
ZYME	2021-07-23	-0.105	-0.012	1,558,471.875	46,170,996	0.53	0.635	2.309	1,636.300049	1,597,615.375	317,720
ZYME	2021-07-30	-0.079	0.026	1,547,333	46,170,148	0.534	0.613	0.941	1,481.599976	1,684,307.75	481,543
ZYME	2021-08-06	-0.09	-0.01	1,547,333	46,386,292	0.533	0.623	2.382	1,637.900024	1,771,000.125	448,352.59375
ZYME	2021-08-13	-0.072	0.018	1,547,333	46,384,592	0.534	0.606	1.045	1,469	1,972,846.125	269,399.8125
ZYME	2021-08-20	-0.03	0.042	1,848,305	46,384,468	0.569	0.599	1.123	1,457.400024	2,174,692.25	239,938

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