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
ZTO	2017-04-07	0.155	-0.004	15,200,317	731,403,520	0.473	0.318	0.944	8,754.900391	3,190,519,040	3,237,800
ZTO	2017-04-14	0.167	0.012	15,200,317	731,409,344	0.474	0.307	0.738	9,237.700195	3,190,519,040	2,400,250
ZTO	2017-04-21	0.191	0.024	15,501,257	731,406,528	0.475	0.284	0.866	9,515.599609	3,190,519,040	1,876,999.875
ZTO	2017-04-28	0.214	0.023	19,580,768	731,407,040	0.527	0.313	0.737	10,188.5	3,190,519,040	1,897,400.125
ZTO	2017-05-05	0.221	0.007	19,580,768	731,403,840	0.529	0.308	1.076	10,108	2,998,543,872	2,201,200.25
ZTO	2017-05-12	0.223	0.002	19,580,768	731,404,096	0.531	0.307	0.771	10,678.5	2,806,568,960	2,837,199.75
ZTO	2017-05-19	0.19	-0.034	17,675,968	731,407,168	0.506	0.316	0.617	10,239.700195	2,614,594,048	3,318,000.25
ZTO	2017-05-26	0.182	-0.008	17,675,968	731,409,600	0.505	0.324	0.884	10,481.099609	2,640,082,688	2,693,199.75
ZTO	2017-06-02	0.205	0.023	19,244,800	731,405,120	0.526	0.321	0.645	10,671.200195	2,665,571,072	2,088,999.875
ZTO	2017-06-09	0.205	0.001	19,244,800	731,403,968	0.526	0.321	0.763	10,627.299805	2,691,059,712	1,914,200.125
ZTO	2017-06-16	0.222	0.017	20,264,544	731,403,712	0.537	0.315	0.932	10,473.700195	2,716,548,352	1,814,800
ZTO	2017-06-23	0.268	0.046	20,264,544	731,408,704	0.536	0.268	0.536	10,488.400391	2,742,036,736	2,012,800
ZTO	2017-06-30	0.229	-0.039	19,739,840	731,404,032	0.526	0.296	0.604	10,210.400391	2,767,525,376	1,781,200
ZTO	2017-07-07	0.224	-0.005	19,739,840	731,404,864	0.525	0.301	0.67	10,568.799805	2,793,014,016	1,763,250
ZTO	2017-07-14	0.225	0.001	19,739,840	731,405,248	0.526	0.3	0.619	11,658.599609	2,818,502,656	2,070,599.875
ZTO	2017-07-21	0.225	-0	21,442,160	731,409,600	0.535	0.31	0.559	11,000.400391	2,843,991,040	2,307,800
ZTO	2017-07-28	0.226	0.001	21,442,160	731,407,232	0.535	0.308	0.566	10,759	2,869,479,680	1,555,000.125
ZTO	2017-08-04	0.221	-0.006	21,312,672	731,405,120	0.534	0.314	0.535	10,671.200195	2,894,968,320	1,479,000.125
ZTO	2017-08-11	0.237	0.017	21,312,672	731,403,776	0.535	0.298	0.731	9,691.099609	2,920,456,960	2,993,800
ZTO	2017-08-18	0.199	-0.038	19,076,128	731,405,696	0.515	0.316	0.64	10,042.200195	2,945,945,344	2,238,799.75
ZTO	2017-08-25	0.214	0.014	19,076,128	731,408,448	0.515	0.301	0.658	9,866.700195	2,971,433,984	4,036,800
ZTO	2017-09-01	0.21	-0.004	18,592,112	731,405,824	0.508	0.298	0.774	10,093.400391	2,984,638,464	1,644,199.875
ZTO	2017-09-08	0.204	-0.006	18,592,112	731,402,880	0.508	0.304	0.524	10,166.5	2,997,842,688	3,064,250
ZTO	2017-09-15	0.207	0.003	21,561,648	731,406,784	0.537	0.329	0.59	11,022.299805	3,011,047,168	4,648,600
ZTO	2017-09-22	0.231	0.024	21,561,648	731,408,320	0.537	0.305	0.651	10,854.099609	3,024,251,392	2,045,600
ZTO	2017-09-29	0.231	0	21,561,648	731,403,136	0.537	0.305	0.63	10,268.900391	3,037,455,872	2,071,399.875
ZTO	2017-10-06	0.19	-0.042	20,406,992	731,403,456	0.525	0.335	0.617	9,954.400391	3,050,660,352	1,796,600.125
ZTO	2017-10-13	0.204	0.014	20,406,992	731,407,616	0.526	0.322	0.687	11,431.900391	3,063,864,576	5,574,800
ZTO	2017-10-20	0.206	0.003	21,642,608	731,403,840	0.544	0.338	0.528	11,409.900391	3,077,069,056	1,793,600
ZTO	2017-10-27	0.226	0.02	21,642,608	731,404,928	0.544	0.318	0.547	11,505	3,090,273,536	1,348,800
ZTO	2017-11-03	0.226	-0	21,390,608	731,405,312	0.543	0.317	0.637	12,126.700195	3,103,477,760	3,472,800
ZTO	2017-11-10	0.116	-0.11	21,390,608	731,408,256	0.544	0.428	0.666	12,880.099609	3,116,682,240	2,401,999.75
ZTO	2017-11-17	0.118	0.003	19,355,808	731,408,192	0.524	0.406	0.801	12,309.599609	3,129,886,720	2,175,400
ZTO	2017-11-24	0.122	0.003	19,355,808	731,408,640	0.524	0.403	0.838	12,046.299805	3,143,090,944	2,745,500
ZTO	2017-12-01	0.106	-0.016	18,568,368	731,406,272	0.51	0.404	0.599	11,702.5	3,217,332,480	2,048,199.875
ZTO	2017-12-08	0.116	0.01	18,568,368	731,407,104	0.51	0.394	0.828	11,175.900391	3,291,573,760	6,396,600
ZTO	2017-12-15	0.098	-0.018	17,176,816	731,404,672	0.488	0.39	0.864	10,934.5	3,365,815,040	4,930,600
ZTO	2017-12-22	0.053	-0.045	17,176,816	731,407,040	0.488	0.435	0.807	11,644	3,440,056,576	3,574,200
ZTO	2017-12-29	0.152	0.099	17,176,816	731,406,912	0.489	0.337	0.66	11,592.799805	3,514,297,856	1,310,500
ZTO	2018-01-05	-0.012	-0.163	12,884,856	731,408,064	0.414	0.426	0.841	11,739.099609	3,588,539,136	2,894,500
ZTO	2018-01-12	-0.004	0.008	12,884,856	731,408,640	0.414	0.418	0.853	11,527	3,662,780,672	2,491,000
ZTO	2018-01-19	0.071	0.075	13,226,014	731,406,912	0.448	0.377	1.152	12,060.900391	3,737,021,952	3,072,250
ZTO	2018-01-26	0.035	-0.036	13,226,014	731,407,808	0.447	0.412	1.295	11,585.5	3,811,263,488	2,019,399.875
ZTO	2018-02-02	0.08	0.044	14,490,258	731,407,488	0.461	0.381	0.806	11,380.700195	3,885,504,768	1,539,399.875
ZTO	2018-02-09	0.077	-0.002	14,490,258	731,405,632	0.461	0.384	1.135	10,927.200195	3,959,746,048	1,903,800.125
ZTO	2018-02-16	0.149	0.072	12,429,389	731,406,464	0.424	0.275	1.164	11,336.799805	4,033,987,584	909,200
ZTO	2018-02-23	0.101	-0.048	12,429,389	731,407,488	0.424	0.322	1.629	11,380.700195	4,108,228,864	1,274,750
ZTO	2018-03-02	0.067	-0.034	12,971,164	731,406,144	0.428	0.36	1.177	11,651.299805	4,182,470,144	1,564,999.875
ZTO	2018-03-09	0.063	-0.004	12,971,164	731,405,824	0.428	0.365	0.348	11,497.700195	4,256,711,680	4,512,799.5
ZTO	2018-03-16	0.092	0.029	13,793,692	721,645,056	0.451	0.359	1.025	11,142.200195	4,330,953,216	4,069,000
ZTO	2018-03-23	0.111	0.019	13,793,692	721,646,272	0.452	0.341	0.81	10,651.5	4,330,953,216	2,147,200
ZTO	2018-03-30	0.137	0.027	15,356,908	721,647,744	0.463	0.325	0.948	10,817.5	4,330,953,216	2,390,750
ZTO	2018-04-06	0.103	-0.035	15,356,908	721,644,288	0.463	0.36	0.856	10,752.5	4,330,953,728	2,631,400
ZTO	2018-04-13	0.151	0.049	16,369,875	721,645,696	0.483	0.332	0.997	11,488.599609	4,330,953,728	2,429,600
ZTO	2018-04-20	0.151	-0	16,369,875	721,644,480	0.482	0.331	0.898	11,892.700195	4,330,953,728	2,380,400.25
ZTO	2018-04-27	0.137	-0.014	16,369,875	721,646,272	0.483	0.346	0.642	11,791.700195	4,330,954,240	1,972,999.875
ZTO	2018-05-04	0.143	0.006	15,786,260	721,646,656	0.469	0.326	0.707	12,051.5	4,068,770,560	1,997,200
ZTO	2018-05-11	0.127	-0.016	15,786,260	721,646,016	0.469	0.342	0.641	12,231.900391	3,806,587,392	2,597,600
ZTO	2018-05-18	0.111	-0.016	14,295,203	721,647,680	0.448	0.337	0.861	12,701	3,544,403,968	2,308,800
ZTO	2018-05-25	0.107	-0.004	14,295,203	721,647,680	0.448	0.341	0.808	13,927.799805	3,594,674,432	3,187,000
ZTO	2018-06-01	0.045	-0.061	13,688,912	721,646,528	0.439	0.394	0.968	14,945.299805	3,644,944,896	7,710,000
ZTO	2018-06-08	0.055	0.01	13,688,912	721,644,480	0.439	0.383	0.917	15,183.400391	3,695,215,104	4,795,600
ZTO	2018-06-15	0.117	0.062	14,100,699	721,645,376	0.452	0.335	0.922	15,262.799805	3,745,485,568	2,823,800
ZTO	2018-06-22	0.003	-0.115	14,100,699	721,647,680	0.453	0.45	1.275	13,971.099609	3,795,756,032	3,366,000.25
ZTO	2018-06-29	0.042	0.039	14,100,699	721,644,992	0.452	0.41	1.176	14,432.900391	3,846,026,240	2,774,400
ZTO	2018-07-06	0.013	-0.028	13,187,493	721,648,000	0.422	0.409	1	14,187.599609	3,896,296,704	2,182,250
ZTO	2018-07-13	0.015	0.002	13,187,493	721,644,800	0.422	0.407	1.003	14,873.099609	3,946,567,168	1,866,599.875
ZTO	2018-07-20	0.083	0.068	14,767,525	721,645,504	0.447	0.364	0.884	15,349.400391	3,996,837,376	5,004,400
ZTO	2018-07-27	0.049	-0.035	14,767,525	721,647,552	0.447	0.399	0.692	14,497.900391	4,047,107,840	1,950,000
ZTO	2018-08-03	0.03	-0.018	14,523,814	721,645,184	0.443	0.413	0.87	13,992.700195	4,097,378,304	2,343,400
ZTO	2018-08-10	0.101	0.071	14,523,814	721,646,976	0.445	0.343	0.854	15,248.400391	4,147,648,512	3,113,999.75
ZTO	2018-08-17	0.083	-0.019	15,388,264	721,645,120	0.462	0.379	0.797	13,949.400391	4,197,918,976	4,213,000
ZTO	2018-08-24	0.036	-0.047	15,388,264	721,644,480	0.462	0.426	0.671	14,086.5	4,200,740,352	2,007,200
ZTO	2018-08-31	0.074	0.038	15,298,095	721,646,784	0.465	0.391	0.925	13,321.599609	4,203,561,728	2,284,800
ZTO	2018-09-07	0.064	-0.009	15,298,095	721,644,992	0.465	0.4	0.966	12,765.900391	4,206,382,848	3,395,500
ZTO	2018-09-14	0.112	0.047	15,298,095	721,644,160	0.465	0.353	0.634	12,816.400391	4,209,204,224	2,142,600
ZTO	2018-09-21	0.099	-0.013	16,181,408	721,647,232	0.483	0.384	0.838	12,968	4,212,025,600	3,001,800
ZTO	2018-09-28	0.079	-0.021	16,181,408	721,647,552	0.484	0.405	0.861	11,957.700195	4,214,846,720	1,536,199.875
ZTO	2018-10-05	0.163	0.084	19,621,408	721,646,400	0.517	0.354	0.074	11,264.900391	4,217,668,096	1,449,400.125
ZTO	2018-10-12	0.155	-0.008	19,621,408	721,644,096	0.517	0.362	0.746	11,719.5	4,220,489,472	2,332,000
ZTO	2018-10-19	0.118	-0.037	18,555,984	721,647,296	0.495	0.377	0.519	11,171.099609	4,223,310,848	1,400,199.875
ZTO	2018-10-26	0.1	-0.018	18,555,984	721,647,296	0.494	0.394	0.518	11,171.099609	4,226,131,968	1,534,800
ZTO	2018-11-02	0.139	0.039	17,294,448	721,643,648	0.481	0.342	0.686	12,029.799805	4,228,953,344	1,864,999.875
ZTO	2018-11-09	0.147	0.008	17,294,448	721,646,848	0.483	0.336	0.699	11,524.700195	4,231,774,720	1,337,400.125
ZTO	2018-11-16	0.145	-0.002	17,187,136	721,644,096	0.484	0.338	0.775	12,246.299805	4,234,596,096	2,043,600
ZTO	2018-11-23	0.15	0.004	17,187,136	721,644,480	0.484	0.334	0.859	11,892.700195	4,311,981,568	1,075,250
ZTO	2018-11-30	0.142	-0.008	15,777,504	721,649,152	0.461	0.32	0.651	12,383.5	4,389,366,784	1,418,200.125
ZTO	2018-12-07	0.125	-0.017	15,777,504	721,648,832	0.461	0.337	0.864	11,423.700195	4,466,752,000	1,890,000
ZTO	2018-12-14	0.169	0.044	15,777,504	721,648,448	0.461	0.293	0.817	11,863.900391	4,544,137,216	1,354,800
ZTO	2018-12-21	0.111	-0.057	14,329,940	721,644,672	0.436	0.325	1.045	11,495.799805	4,621,521,920	1,180,400
ZTO	2018-12-28	0.17	0.059	14,329,940	721,643,712	0.436	0.266	0.979	11,546.299805	4,698,908,160	1,184,500
ZTO	2019-01-04	0.18	0.01	13,126,883	721,646,080	0.414	0.235	0.683	11,661.799805	4,776,293,376	1,038,750
ZTO	2019-01-11	0.099	-0.081	13,126,883	721,647,424	0.414	0.315	1.2	12,527.799805	4,853,678,592	1,792,400
ZTO	2019-01-18	0.139	0.04	13,780,273	721,645,376	0.418	0.279	1.067	12,982.400391	4,931,063,808	1,733,600
ZTO	2019-01-25	0.08	-0.059	13,780,273	721,646,528	0.418	0.338	1.042	12,578.299805	5,008,449,536	2,172,250
ZTO	2019-02-01	0.127	0.046	13,088,282	721,646,464	0.406	0.28	0.963	12,535	5,085,834,752	2,034,200.125
ZTO	2019-02-08	0.112	-0.014	13,088,282	721,647,168	0.407	0.294	0.73	12,924.700195	5,163,219,968	1,654,400
ZTO	2019-02-15	0.099	-0.014	12,552,641	721,648,064	0.406	0.307	1.073	13,574.200195	5,240,605,184	5,073,400
ZTO	2019-02-22	0.067	-0.031	12,552,641	721,647,104	0.406	0.339	0.814	14,151.5	5,317,990,912	4,468,750
ZTO	2019-03-01	0.04	-0.027	12,552,641	721,648,832	0.406	0.366	1.634	14,137.099609	5,395,376,128	11,093,800

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