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	2016-10-28	0.127	0.006	4,734,663	52,767,468	0.772	0.645	0.437	3,496.899902	898,642,880	247,124.796875
ZBRA	2016-11-04	0.065	-0.062	4,748,625	52,766,396	0.772	0.707	0.395	3,322.699951	900,428,544	487,518.40625
ZBRA	2016-11-11	0.079	0.014	4,748,625	52,766,152	0.774	0.696	0.472	3,529	902,214,272	607,654
ZBRA	2016-11-18	0.046	-0.032	4,713,560	52,786,292	0.767	0.72	0.627	3,959.5	904,000,000	1,279,890
ZBRA	2016-11-25	0.051	0.005	4,713,560	52,786,348	0.767	0.716	0.363	4,175.399902	906,533,312	425,719.5
ZBRA	2016-12-02	0.013	-0.038	4,234,104	52,786,212	0.752	0.739	0.465	4,135.799805	909,066,688	469,236.40625
ZBRA	2016-12-09	0.036	0.022	4,234,104	52,786,120	0.75	0.715	0.545	4,395.5	911,600,000	391,923.40625
ZBRA	2016-12-16	0.005	-0.03	3,222,375	52,785,140	0.71	0.704	0.985	4,461.399902	914,133,312	426,332.40625
ZBRA	2016-12-23	0.01	0.005	3,222,375	52,785,240	0.71	0.699	0.833	4,561.700195	916,666,688	281,718.8125
ZBRA	2016-12-30	0.09	0.08	3,253,750	52,785,680	0.712	0.622	0.462	4,526.899902	919,200,000	173,896
ZBRA	2017-01-06	0.051	-0.039	3,253,750	52,786,180	0.712	0.661	0.657	4,537.5	921,733,312	411,649.5
ZBRA	2017-01-13	0.078	0.027	3,253,750	52,785,792	0.712	0.634	0.468	4,428.200195	924,266,688	377,785.96875
ZBRA	2017-01-20	0.093	0.015	3,725,809	52,785,432	0.738	0.645	0.753	4,406	926,800,000	221,516.75
ZBRA	2017-01-27	0.073	-0.02	3,725,809	52,786,192	0.738	0.665	0.401	4,463.600098	929,333,312	266,175.59375
ZBRA	2017-02-03	0.042	-0.031	3,346,169	52,785,964	0.715	0.672	0.518	4,407.100098	931,866,688	352,029
ZBRA	2017-02-10	0.102	0.06	3,346,169	52,786,076	0.714	0.613	0.603	4,488.399902	934,399,936	190,758
ZBRA	2017-02-17	0.153	0.052	3,041,346	52,785,208	0.693	0.539	0.619	4,539	936,933,312	238,671.203125
ZBRA	2017-02-24	0.034	-0.12	3,041,346	52,785,668	0.694	0.66	0.852	4,905.899902	939,466,688	679,353
ZBRA	2017-03-03	0.076	0.042	2,924,896	52,877,448	0.687	0.61	0.724	4,724.600098	942,000,000	463,217.40625
ZBRA	2017-03-10	0.097	0.021	2,924,896	52,877,464	0.687	0.591	0.589	4,720.899902	934,300,032	268,404.40625
ZBRA	2017-03-17	0.055	-0.042	2,849,350	52,877,136	0.681	0.626	0.807	4,798.600098	926,600,000	311,908.59375
ZBRA	2017-03-24	0.09	0.035	2,849,350	52,876,744	0.681	0.592	0.808	4,586	918,899,968	239,881.40625
ZBRA	2017-03-31	0.059	-0.03	2,337,441	52,876,712	0.642	0.583	1.071	4,825	911,200,000	277,274.59375
ZBRA	2017-04-07	0.047	-0.012	2,337,441	52,877,456	0.642	0.595	1.124	4,871.600098	903,500,032	376,870.8125
ZBRA	2017-04-14	0.059	0.012	2,337,441	52,877,588	0.642	0.583	0.982	4,617.799805	895,800,000	251,629.75
ZBRA	2017-04-21	0.057	-0.003	2,149,740	52,876,772	0.623	0.567	1.128	4,810.200195	888,099,968	230,679.203125
ZBRA	2017-04-28	0.049	-0.007	2,223,591	52,876,848	0.631	0.581	0.862	4,984.700195	880,400,000	302,056.59375
ZBRA	2017-05-05	0.073	0.024	2,223,591	52,876,968	0.631	0.558	0.795	5,105.799805	872,700,032	256,919.40625
ZBRA	2017-05-12	0.042	-0.031	2,223,591	52,763,952	0.633	0.591	0.589	5,257.399902	865,000,000	499,318.40625
ZBRA	2017-05-19	0.054	0.012	2,046,242	52,764,012	0.614	0.56	1.094	5,196.200195	867,384,640	329,854.40625
ZBRA	2017-05-26	0.012	-0.042	2,046,242	52,763,408	0.613	0.602	1.093	5,588.700195	869,769,216	393,615.1875
ZBRA	2017-06-02	-0.02	-0.032	1,691,160.125	52,763,800	0.572	0.592	1.055	5,685.299805	872,153,856	419,894.25
ZBRA	2017-06-09	-0.022	-0.002	1,691,160.125	52,763,696	0.572	0.594	1.011	5,597.700195	874,538,432	395,409.96875
ZBRA	2017-06-16	-0.078	-0.056	1,427,652	52,764,136	0.53	0.609	1.588	5,503.299805	876,923,072	406,496.8125
ZBRA	2017-06-23	-0.05	0.029	1,427,652	52,763,892	0.53	0.579	1.393	5,553.399902	879,307,712	406,925.59375
ZBRA	2017-06-30	-0.077	-0.027	1,322,848	52,763,628	0.509	0.585	1.372	5,303.799805	881,692,288	380,950.03125
ZBRA	2017-07-07	-0.073	0.003	1,322,848	52,764,148	0.508	0.581	2.078	5,268.5	884,076,928	295,928.75
ZBRA	2017-07-14	-0.029	0.044	1,322,848	52,763,956	0.508	0.537	1.312	5,387.200195	886,461,568	310,510.59375
ZBRA	2017-07-21	-0.068	-0.039	1,136,459	52,763,332	0.459	0.527	1.319	5,214.600098	888,846,144	259,158.203125
ZBRA	2017-07-28	-0.099	-0.031	1,136,459	52,763,720	0.459	0.558	2.235	5,422	891,230,784	382,023.40625
ZBRA	2017-08-04	-0.108	-0.009	1,005,413	52,764,036	0.438	0.547	1.519	5,075.899902	893,615,360	333,603.59375
ZBRA	2017-08-11	-0.171	-0.063	1,005,413	53,108,516	0.437	0.609	2.047	5,496.200195	896,000,000	689,804.0625
ZBRA	2017-08-18	-0.157	0.014	964,399	53,108,240	0.432	0.589	2.626	5,465.899902	899,000,000	390,776.1875
ZBRA	2017-08-25	-0.113	0.045	964,399	53,107,912	0.432	0.544	1.897	5,457.899902	902,000,000	251,810.203125
ZBRA	2017-09-01	-0.095	0.017	964,557	53,108,080	0.426	0.521	1.327	5,532.799805	905,000,000	249,757.203125
ZBRA	2017-09-08	-0.138	-0.042	964,557	53,108,460	0.426	0.563	1.692	5,298.100098	908,000,000	223,611.015625
ZBRA	2017-09-15	-0.14	-0.002	907,937	53,108,108	0.399	0.538	3.34	5,619.899902	911,000,000	329,972
ZBRA	2017-09-22	-0.143	-0.004	907,937	53,108,072	0.398	0.542	2.477	5,784	914,000,000	328,560.8125
ZBRA	2017-09-29	-0.153	-0.01	907,937	53,108,312	0.398	0.551	2.668	5,766.5	917,000,000	298,680.40625
ZBRA	2017-10-06	-0.148	0.004	941,919	53,108,520	0.407	0.555	2.081	5,882.299805	920,000,000	348,076.40625
ZBRA	2017-10-13	-0.102	0.046	941,919	53,108,660	0.407	0.509	1.861	5,830.799805	923,000,000	172,219.015625
ZBRA	2017-10-20	-0.14	-0.038	798,906	53,108,280	0.372	0.513	1.676	5,915.200195	926,000,000	198,058.59375
ZBRA	2017-10-27	-0.164	-0.024	798,906	53,108,144	0.372	0.535	2.028	5,927.399902	929,000,000	185,794.796875
ZBRA	2017-11-03	-0.164	0	888,102	53,108,544	0.4	0.564	1.892	6,071.899902	932,000,000	308,194.1875
ZBRA	2017-11-10	-0.207	-0.043	888,102	53,189,044	0.399	0.607	2.788	5,554	935,000,000	672,241.375
ZBRA	2017-11-17	-0.189	0.018	889,962	53,188,672	0.407	0.596	2.787	5,784.799805	941,066,688	357,872.59375
ZBRA	2017-11-24	-0.156	0.033	889,962	53,188,860	0.407	0.563	2.693	5,804.5	947,133,312	227,692.25
ZBRA	2017-12-01	-0.219	-0.063	771,327	53,188,656	0.371	0.59	2.613	5,869.899902	953,200,000	256,430.59375
ZBRA	2017-12-08	-0.181	0.038	771,327	53,188,768	0.371	0.552	1.608	5,739.600098	959,266,688	291,427.59375
ZBRA	2017-12-15	-0.145	0.036	798,681	53,188,648	0.38	0.525	2.432	5,416.200195	965,333,312	322,879.59375
ZBRA	2017-12-22	-0.162	-0.018	798,681	53,188,776	0.381	0.543	1.936	5,592.799805	971,400,000	312,063.8125
ZBRA	2017-12-29	-0.088	0.075	798,681	53,188,824	0.381	0.469	1.616	5,521	977,466,688	135,519.75
ZBRA	2018-01-05	-0.104	-0.016	931,897	53,188,784	0.412	0.516	2.118	5,826.299805	983,533,312	325,215
ZBRA	2018-01-12	-0.121	-0.018	931,897	53,188,792	0.412	0.533	2.627	6,550.200195	989,600,000	378,240.8125
ZBRA	2018-01-19	-0.136	-0.015	738,645	53,189,496	0.384	0.52	4.537	6,582.200195	995,666,688	386,121.25
ZBRA	2018-01-26	-0.146	-0.01	738,645	53,189,180	0.384	0.53	3.108	6,567.799805	1,001,733,312	335,973.8125
ZBRA	2018-02-02	-0.111	0.035	846,481	53,188,936	0.402	0.513	2.104	6,421.5	1,007,800,000	248,747.203125
ZBRA	2018-02-09	-0.161	-0.05	846,481	53,189,176	0.403	0.564	3.509	6,112.5	1,013,866,688	312,391.59375
ZBRA	2018-02-16	-0.091	0.07	854,044.0625	53,189,188	0.411	0.502	2.554	6,396	1,019,933,312	253,091.796875
ZBRA	2018-02-23	-0.15	-0.059	854,044.0625	53,250,180	0.41	0.56	2.842	7,556.200195	1,026,000,000	850,650.25
ZBRA	2018-03-02	-0.176	-0.026	782,891	53,249,912	0.381	0.557	3.011	7,212.700195	1,021,545,472	475,501.40625
ZBRA	2018-03-09	-0.191	-0.015	782,891	53,249,752	0.382	0.573	5.011	7,517.799805	1,017,090,880	435,509.1875
ZBRA	2018-03-16	-0.181	0.01	777,807	53,250,312	0.385	0.566	3.221	7,632.899902	1,012,636,288	498,792
ZBRA	2018-03-23	-0.164	0.017	777,807	53,249,720	0.385	0.549	1.792	7,260.600098	1,008,181,824	324,450.8125
ZBRA	2018-03-30	-0.096	0.068	1,097,140	53,250,232	0.456	0.551	1.854	7,411.899902	1,003,727,296	372,129.25
ZBRA	2018-04-06	-0.109	-0.013	1,097,140	53,250,148	0.456	0.565	2.219	7,212.200195	999,272,704	457,201.8125
ZBRA	2018-04-13	-0.202	-0.093	665,225	53,249,788	0.338	0.54	3.856	7,521	994,818,176	288,469.40625
ZBRA	2018-04-20	-0.166	0.036	665,225	53,250,092	0.338	0.504	2.174	7,569.5	990,363,648	240,613.203125
ZBRA	2018-04-27	-0.196	-0.03	665,225	53,250,204	0.339	0.535	3.82	7,195.700195	985,909,120	309,427
ZBRA	2018-05-04	-0.169	0.028	749,415	53,250,168	0.364	0.533	3.31	7,171.200195	981,454,528	351,656.1875
ZBRA	2018-05-11	-0.225	-0.057	749,415	53,397,824	0.363	0.589	3.664	8,307.099609	977,000,000	657,098.8125
ZBRA	2018-05-18	-0.241	-0.015	521,577	53,397,756	0.295	0.536	4.528	8,150.100098	979,692,288	302,687
ZBRA	2018-05-25	-0.216	0.024	521,577	53,397,872	0.295	0.512	2.93	8,274	982,384,640	249,880.984375
ZBRA	2018-06-01	-0.171	0.045	650,103	53,397,600	0.337	0.508	3.961	8,142.600098	985,076,928	465,883
ZBRA	2018-06-08	-0.209	-0.038	650,103	53,397,860	0.338	0.547	3.508	8,578.900391	987,769,216	520,006.40625
ZBRA	2018-06-15	-0.173	0.037	544,188.0625	53,397,668	0.312	0.484	4.445	8,327.900391	990,461,568	387,137
ZBRA	2018-06-22	-0.231	-0.059	544,188.0625	53,397,348	0.312	0.543	2.839	7,896.399902	993,153,856	412,923.59375
ZBRA	2018-06-29	-0.245	-0.014	544,188.0625	53,397,556	0.312	0.557	4.854	7,649.200195	995,846,144	400,183.40625
ZBRA	2018-07-06	-0.245	0	626,486	53,397,640	0.324	0.569	2.716	7,916.200195	998,538,432	375,583
ZBRA	2018-07-13	-0.209	0.036	626,486	53,397,584	0.324	0.534	4.594	7,979.200195	1,001,230,784	372,208.40625
ZBRA	2018-07-20	-0.183	0.026	475,959	53,397,504	0.271	0.455	2.944	7,793.899902	1,003,923,072	333,991.1875
ZBRA	2018-07-27	-0.261	-0.078	475,959	53,397,852	0.272	0.534	5.148	7,504	1,006,615,360	248,218.40625
ZBRA	2018-08-03	-0.235	0.026	455,001.96875	53,397,772	0.272	0.507	3.702	7,595.299805	1,009,307,712	376,267
ZBRA	2018-08-10	-0.304	-0.069	455,001.96875	53,692,176	0.272	0.576	6.744	8,658.400391	1,012,000,000	806,601
ZBRA	2018-08-17	-0.292	0.012	482,619	53,692,608	0.28	0.572	4.871	8,782.5	1,018,153,856	409,211.59375
ZBRA	2018-08-24	-0.253	0.039	482,619	53,692,496	0.28	0.532	3.305	9,069.200195	1,024,307,712	322,580.1875
ZBRA	2018-08-31	-0.204	0.049	552,295	53,692,204	0.297	0.501	3.352	9,221.099609	1,030,461,568	277,394.8125
ZBRA	2018-09-07	-0.219	-0.015	552,295	53,692,428	0.296	0.515	2.933	9,011.200195	1,036,615,360	229,374.5
ZBRA	2018-09-14	-0.152	0.067	552,295	53,692,224	0.297	0.449	3.24	9,594.799805	1,042,769,280	321,299
ZBRA	2018-09-21	-0.218	-0.066	583,062	53,692,356	0.314	0.532	4.755	9,406.900391	1,048,923,072	370,001.59375

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