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
ZG	2015-09-25	0.177	0.057	20,137,792	176,966,912	0.807	0.63	0.28	5,029.399902	174,228,384	575,660.625
ZG	2015-10-02	0.099	-0.077	18,264,128	176,966,416	0.791	0.691	0.341	5,057.700195	174,651,152	766,481.8125
ZG	2015-10-09	0.112	0.013	18,264,128	176,964,736	0.791	0.678	0.212	6,174.299805	175,073,920	876,146.375
ZG	2015-10-16	0.154	0.042	17,442,816	176,964,192	0.781	0.627	0.777	5,829.200195	175,496,688	447,312.40625
ZG	2015-10-23	0.143	-0.011	17,442,816	176,966,560	0.781	0.638	0.615	5,822.200195	175,919,456	643,088.625
ZG	2015-10-30	0.148	0.005	17,027,504	176,965,264	0.777	0.629	0.327	5,452.299805	176,342,224	915,588.8125
ZG	2015-11-06	0.121	-0.027	17,027,504	177,965,600	0.778	0.657	0.242	4,968.799805	176,764,992	1,328,520.375
ZG	2015-11-13	0.154	0.033	17,027,504	177,965,968	0.778	0.624	0.221	4,497.200195	176,236,784	654,054.625
ZG	2015-11-20	0.14	-0.014	14,467,211	177,964,512	0.753	0.613	0.254	4,712.5	175,708,576	548,095.375
ZG	2015-11-27	0.075	-0.065	14,467,211	177,965,312	0.753	0.678	0.357	4,618.200195	175,180,352	529,093.25
ZG	2015-12-04	0.076	0.001	13,585,210	177,965,648	0.741	0.666	0.259	4,662.700195	174,652,144	1,101,993.25
ZG	2015-12-11	0.061	-0.014	13,585,210	177,963,904	0.741	0.68	0.37	4,536.299805	174,123,936	754,152.375
ZG	2015-12-18	0.115	0.054	13,307,607	177,966,608	0.737	0.622	0.463	4,796.200195	173,595,712	694,330.375
ZG	2015-12-25	0.105	-0.01	13,307,607	177,965,264	0.737	0.632	0.504	4,714.299805	173,067,504	325,447.75
ZG	2016-01-01	0.134	0.029	12,351,830	177,964,672	0.722	0.588	0.303	4,634.200195	172,539,280	360,064.25
ZG	2016-01-08	0.083	-0.051	12,351,830	177,965,680	0.722	0.639	0.488	4,251.600098	172,011,072	748,312
ZG	2016-01-15	0.141	0.058	12,211,604	177,964,144	0.725	0.584	0.265	3,968.600098	171,482,864	669,524.625
ZG	2016-01-22	0.075	-0.066	12,211,604	177,964,592	0.725	0.649	0.37	3,820.899902	170,954,640	979,625
ZG	2016-01-29	0.118	0.042	12,211,604	177,964,928	0.725	0.607	0.583	3,856.5	170,426,432	577,631
ZG	2016-02-05	0.061	-0.056	11,377,511	177,966,944	0.699	0.637	0.699	3,230.100098	169,898,208	783,033
ZG	2016-02-12	0.018	-0.043	11,377,511	178,531,280	0.699	0.68	0.527	3,367.100098	169,370,000	1,537,187.375
ZG	2016-02-19	0.044	0.025	11,000,214	178,530,784	0.694	0.65	0.86	3,827.699951	170,754,336	962,784
ZG	2016-02-26	0.01	-0.033	11,000,214	178,532,448	0.695	0.685	0.61	3,990.199951	172,138,672	958,365.1875
ZG	2016-03-04	0.014	0.004	10,899,836	178,529,872	0.687	0.673	0.416	4,420.399902	173,523,008	911,544.1875
ZG	2016-03-11	0.022	0.008	10,899,836	178,529,168	0.687	0.665	0.458	4,284.700195	174,907,328	716,502.8125
ZG	2016-03-18	0.09	0.068	12,224,240	178,529,920	0.709	0.619	0.782	4,177.600098	176,291,664	586,709.375
ZG	2016-03-25	0.029	-0.061	12,224,240	178,529,424	0.709	0.681	0.269	4,309.700195	177,676,000	843,330.25
ZG	2016-04-01	0.11	0.081	11,333,040	178,531,648	0.694	0.584	0.05	4,425.799805	179,060,336	567,049.625
ZG	2016-04-08	0.076	-0.034	11,333,040	178,531,936	0.694	0.618	0.557	3,940.199951	180,444,672	941,329.8125
ZG	2016-04-15	0.076	0	11,363,199	178,531,568	0.696	0.619	0.697	4,097.299805	181,828,992	599,042.8125
ZG	2016-04-22	0.09	0.014	11,363,199	178,531,360	0.695	0.606	0.878	4,582.899902	183,213,328	665,026.1875
ZG	2016-04-29	0.1	0.01	11,363,199	178,529,152	0.695	0.596	0.608	4,466.799805	184,597,664	514,679.40625
ZG	2016-05-06	0.028	-0.072	10,631,547	179,135,360	0.68	0.652	0.538	4,910.100098	185,982,000	1,650,472.75
ZG	2016-05-13	0.121	0.093	10,631,547	179,135,680	0.681	0.56	0.377	5,057	187,706,688	552,050.8125
ZG	2016-05-20	0.032	-0.088	11,077,962	179,137,824	0.695	0.663	0.516	5,069.600098	189,431,392	1,075,638.625
ZG	2016-05-27	0.074	0.042	11,077,962	179,136,400	0.695	0.621	0.558	5,227.200195	191,156,080	404,804.1875
ZG	2016-06-03	0.099	0.025	9,888,225	179,135,856	0.673	0.574	0.487	5,327.5	192,880,768	519,836.75
ZG	2016-06-10	0.009	-0.09	9,888,225	179,137,408	0.673	0.664	0.434	5,814.799805	194,605,456	1,254,800
ZG	2016-06-17	0.041	0.031	9,625,328	179,136,416	0.665	0.624	0.406	6,119.299805	196,330,160	1,187,745.625
ZG	2016-06-24	0.031	-0.01	9,625,328	179,136,720	0.664	0.634	0.409	6,183.799805	198,054,848	984,991.375
ZG	2016-07-01	0.049	0.018	10,321,351	179,137,648	0.68	0.631	0.371	6,481.200195	199,779,536	844,424.8125
ZG	2016-07-08	0.089	0.04	10,321,351	179,137,264	0.68	0.591	0.296	6,603	201,504,224	604,442
ZG	2016-07-15	0.117	0.028	10,656,043	179,136,560	0.687	0.57	0.238	6,742.700195	203,228,928	516,832
ZG	2016-07-22	0.116	-0	10,656,043	179,136,864	0.686	0.57	0.421	6,911.100098	204,953,616	587,758.8125
ZG	2016-07-29	0.13	0.014	10,656,043	179,137,264	0.686	0.556	0.735	7,059.799805	206,678,304	451,417.8125
ZG	2016-08-05	0.083	-0.048	10,553,183	180,142,592	0.689	0.606	0.801	6,695.899902	208,403,008	1,477,239.75
ZG	2016-08-12	0.128	0.045	10,553,183	180,142,816	0.689	0.562	0.367	6,306.799805	209,648,304	688,338.625
ZG	2016-08-19	0.09	-0.038	9,699,687	180,141,376	0.68	0.59	0.77	6,243.700195	210,893,616	659,961
ZG	2016-08-26	0.089	-0	9,699,687	180,143,552	0.68	0.59	0.459	6,148.299805	212,138,928	573,270.8125
ZG	2016-09-02	0.145	0.056	9,215,293	180,141,616	0.67	0.525	0.523	6,232.899902	213,384,224	349,773.1875
ZG	2016-09-09	0.079	-0.066	9,215,293	180,141,520	0.67	0.591	0.809	5,982.5	214,629,536	491,996.5
ZG	2016-09-16	0.142	0.063	8,841,668	180,143,168	0.666	0.524	0.596	6,040.200195	215,874,848	442,708.59375
ZG	2016-09-23	0.104	-0.038	8,841,668	180,142,736	0.666	0.562	0.481	6,310.399902	217,120,160	436,396
ZG	2016-09-30	0.14	0.036	8,760,170	180,142,224	0.653	0.513	0.394	6,205.899902	218,365,456	423,568.59375
ZG	2016-10-07	0.099	-0.042	8,760,170	180,142,512	0.653	0.555	0.396	5,941.100098	219,610,768	347,118.40625
ZG	2016-10-14	0.08	-0.019	8,760,170	180,141,264	0.653	0.573	0.409	5,865.399902	220,856,080	480,086.40625
ZG	2016-10-21	0.114	0.034	8,979,571	180,143,072	0.66	0.546	0.634	6,043.799805	222,101,392	621,738
ZG	2016-10-28	0.142	0.028	8,979,571	180,143,440	0.66	0.518	0.621	5,777.200195	223,346,688	555,061.8125
ZG	2016-11-04	0.051	-0.091	8,286,110	181,251,472	0.643	0.592	0.957	6,140.799805	224,592,000	1,363,704.125
ZG	2016-11-11	0.054	0.002	8,286,110	181,250,720	0.644	0.59	0.666	6,289.399902	224,807,712	858,588.1875
ZG	2016-11-18	0.083	0.029	8,325,346	181,250,352	0.644	0.561	0.772	6,421.700195	225,023,424	594,445.1875
ZG	2016-11-25	0.076	-0.007	8,325,346	181,249,296	0.644	0.568	1.351	6,470.600098	225,239,136	497,942.25
ZG	2016-12-02	0.107	0.031	9,367,796	181,251,120	0.669	0.562	0.817	6,041.100098	225,454,864	563,748.625
ZG	2016-12-09	0.002	-0.105	9,367,796	181,251,664	0.668	0.665	0.802	6,762.5	225,670,576	2,668,355.5
ZG	2016-12-16	0.152	0.15	9,483,551	181,250,320	0.679	0.527	0.789	6,856.700195	225,886,288	490,516.59375
ZG	2016-12-23	0.102	-0.05	9,483,551	181,251,680	0.679	0.577	0.73	6,748	226,102,000	415,956.8125
ZG	2016-12-30	0.138	0.036	6,688,328	181,251,024	0.606	0.468	1.747	6,606.600098	226,317,712	271,198.75
ZG	2017-01-06	0.05	-0.088	6,688,328	181,249,328	0.606	0.556	0.569	6,731.600098	226,533,424	499,736.5
ZG	2017-01-13	0.139	0.089	6,688,328	181,250,000	0.606	0.467	0.79	6,887.5	226,749,136	386,749.40625
ZG	2017-01-20	0.103	-0.036	6,473,202	181,251,328	0.597	0.495	0.715	6,778.799805	226,964,864	316,364
ZG	2017-01-27	0.1	-0.003	6,473,202	181,250,672	0.597	0.497	0.585	6,724.399902	227,180,576	255,395.015625
ZG	2017-02-03	0.181	0.081	6,455,575	181,249,328	0.596	0.415	0.534	6,601.100098	227,396,288	493,939.40625
ZG	2017-02-10	-0.014	-0.194	6,455,575	182,728,080	0.594	0.608	0.567	6,229.200195	227,612,000	1,157,819
ZG	2017-02-17	0.082	0.096	6,556,194	182,727,792	0.599	0.517	1.201	6,397.299805	229,125,584	632,270.375
ZG	2017-02-24	0.099	0.017	6,556,194	182,727,792	0.6	0.5	1.324	6,316.899902	230,639,168	343,974.75
ZG	2017-03-03	0.086	-0.014	5,929,846	182,728,864	0.582	0.497	0.685	6,287.700195	232,152,736	499,155.59375
ZG	2017-03-10	0.107	0.022	5,929,846	182,726,480	0.583	0.476	1.634	6,393.600098	233,666,336	283,808.8125
ZG	2017-03-17	0.129	0.022	5,633,533	182,727,520	0.569	0.44	0.682	6,585.5	235,179,920	289,182.1875
ZG	2017-03-24	0.125	-0.005	5,633,533	182,726,736	0.569	0.445	0.916	6,125	236,693,504	467,002.40625
ZG	2017-03-31	0.151	0.026	5,508,339	182,727,008	0.56	0.409	0.629	6,178	238,207,088	342,286.59375
ZG	2017-04-07	0.095	-0.055	5,508,339	182,728,336	0.561	0.465	0.934	6,242	239,720,672	367,424.59375
ZG	2017-04-14	0.109	0.013	5,508,339	182,728,864	0.561	0.452	1.078	6,287.700195	241,234,272	260,055.75
ZG	2017-04-21	0.051	-0.058	4,285,060	182,726,768	0.498	0.447	1.441	6,607.399902	242,747,840	270,847.8125
ZG	2017-04-28	0.039	-0.011	3,709,310	182,727,984	0.467	0.427	1.408	7,033.200195	244,261,424	442,909.40625
ZG	2017-05-05	-0.016	-0.055	3,709,310	184,003,648	0.466	0.482	1.587	8,061.200195	245,775,008	859,339.625
ZG	2017-05-12	-0.005	0.011	3,709,310	184,003,248	0.467	0.472	1.497	7,928.700195	247,280,352	643,040.1875
ZG	2017-05-19	-0.027	-0.022	3,713,183	184,002,912	0.462	0.489	1.452	7,621.399902	248,785,712	612,199
ZG	2017-05-26	0.012	0.039	3,713,183	184,002,288	0.462	0.449	1.182	8,031.700195	250,291,072	463,526.03125
ZG	2017-06-02	0.004	-0.008	3,435,200	184,003,104	0.445	0.441	2.652	8,351.900391	251,796,432	326,457.75
ZG	2017-06-09	-0.065	-0.07	3,435,200	184,002,672	0.445	0.511	2.161	8,237.799805	253,301,792	399,382.40625
ZG	2017-06-16	0.019	0.085	3,408,083	184,001,744	0.439	0.42	1.172	8,386.799805	254,807,136	341,940.1875
ZG	2017-06-23	-0.026	-0.045	3,408,083	184,002,768	0.439	0.465	2.979	9,327.099609	256,312,496	446,338.1875
ZG	2017-06-30	-0.052	-0.027	3,172,328	184,002,864	0.42	0.472	2.196	8,986.700195	257,817,856	434,286.1875
ZG	2017-07-07	-0.014	0.038	3,172,328	184,003,440	0.419	0.433	0.912	8,567.200195	259,323,216	300,266.75
ZG	2017-07-14	-0.039	-0.025	3,172,328	184,003,440	0.42	0.459	1.633	8,539.599609	260,828,576	589,394.8125
ZG	2017-07-21	-0.087	-0.048	2,969,461	184,001,792	0.391	0.477	1.81	8,212	262,333,936	303,657
ZG	2017-07-28	-0.06	0.027	2,969,461	184,001,760	0.39	0.45	3.464	8,340.799805	263,839,280	230,331.203125
ZG	2017-08-04	-0.065	-0.005	2,804,273	184,003,088	0.382	0.447	2.141	8,397.900391	265,344,640	301,612.1875
ZG	2017-08-11	-0.122	-0.057	2,804,273	187,128,480	0.378	0.5	1.492	7,618	266,850,000	896,067.375
ZG	2017-08-18	-0.081	0.041	2,735,851	187,127,056	0.38	0.461	3.848	7,275.5	268,003,008	358,466.1875

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