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
ZTO	2017-01-13	-0.07	-0.006	5,519,992	731,409,600	0.257	0.327	1.96	9,391.299805	2,739,586,048	1,602,000
ZTO	2017-01-20	-0.036	0.034	6,644,613	731,404,352	0.291	0.327	1.587	9,947.099609	2,804,005,120	2,180,250
ZTO	2017-01-27	-0.036	0	6,644,613	731,409,024	0.291	0.327	2.424	9,084.099609	2,868,423,936	1,820,199.875
ZTO	2017-02-03	-0.007	0.029	6,084,630	731,405,248	0.272	0.279	1.707	8,952.400391	2,932,843,008	1,092,000
ZTO	2017-02-10	-0.024	-0.018	6,084,630	731,410,176	0.272	0.296	1.661	9,076.799805	2,997,262,080	1,653,799.875
ZTO	2017-02-17	0	0.024	7,528,187	731,406,144	0.321	0.321	1.74	10,247	3,061,680,896	2,560,200
ZTO	2017-02-24	0.009	0.008	7,528,187	731,406,464	0.321	0.312	1.448	10,349.400391	3,126,099,968	1,666,250
ZTO	2017-03-03	0.036	0.027	8,540,182	731,405,504	0.35	0.315	1.512	9,522.900391	3,190,519,040	5,762,000
ZTO	2017-03-10	0.01	-0.026	8,540,182	731,406,976	0.351	0.341	1.665	8,213.700195	3,190,519,040	3,422,600
ZTO	2017-03-17	0.018	0.009	9,464,048	731,402,688	0.369	0.351	1.615	9,281.5	3,190,519,040	3,539,000
ZTO	2017-03-24	0.054	0.036	9,464,048	731,404,928	0.37	0.315	1.118	9,266.900391	3,190,519,040	1,364,400
ZTO	2017-03-31	0.147	0.092	15,200,317	731,405,632	0.472	0.325	0.801	9,574.099609	3,190,519,040	2,694,600
ZTO	2017-04-07	0.131	-0.016	15,200,317	731,403,520	0.472	0.342	0.806	8,754.900391	3,190,519,040	3,237,800
ZTO	2017-04-14	0.147	0.017	15,200,317	731,409,344	0.473	0.326	0.642	9,237.700195	3,190,519,040	2,400,250
ZTO	2017-04-21	0.161	0.014	15,501,257	731,406,528	0.475	0.313	0.818	9,515.599609	3,190,519,040	1,876,999.875
ZTO	2017-04-28	0.196	0.035	19,580,768	731,407,040	0.527	0.331	0.672	10,188.5	3,190,519,040	1,897,400.125
ZTO	2017-05-05	0.216	0.02	19,580,768	731,403,840	0.529	0.312	0.697	10,108	2,998,543,872	2,201,200.25
ZTO	2017-05-12	0.199	-0.017	19,580,768	731,404,096	0.53	0.331	1.023	10,678.5	2,806,568,960	2,837,199.75
ZTO	2017-05-19	0.183	-0.016	17,675,968	731,407,168	0.505	0.322	0.813	10,239.700195	2,614,594,048	3,318,000.25
ZTO	2017-05-26	0.179	-0.004	17,675,968	731,409,600	0.505	0.325	0.557	10,481.099609	2,640,082,688	2,693,199.75
ZTO	2017-06-02	0.204	0.024	19,244,800	731,405,120	0.525	0.322	0.59	10,671.200195	2,665,571,072	2,088,999.875
ZTO	2017-06-09	0.212	0.008	19,244,800	731,403,968	0.526	0.314	0.468	10,627.299805	2,691,059,712	1,914,200.125
ZTO	2017-06-16	0.234	0.023	20,264,544	731,403,712	0.536	0.302	0.505	10,473.700195	2,716,548,352	1,814,800
ZTO	2017-06-23	0.261	0.027	20,264,544	731,408,704	0.536	0.275	0.579	10,488.400391	2,742,036,736	2,012,800
ZTO	2017-06-30	0.239	-0.022	19,739,840	731,404,032	0.525	0.286	0.656	10,210.400391	2,767,525,376	1,781,200
ZTO	2017-07-07	0.211	-0.028	19,739,840	731,404,864	0.525	0.314	0.561	10,568.799805	2,793,014,016	1,763,250
ZTO	2017-07-14	0.204	-0.008	19,739,840	731,405,248	0.525	0.321	0.625	11,658.599609	2,818,502,656	2,070,599.875
ZTO	2017-07-21	0.221	0.018	21,442,160	731,409,600	0.535	0.313	0.548	11,000.400391	2,843,991,040	2,307,800
ZTO	2017-07-28	0.236	0.014	21,442,160	731,407,232	0.534	0.298	0.548	10,759	2,869,479,680	1,555,000.125
ZTO	2017-08-04	0.214	-0.022	21,312,672	731,405,120	0.534	0.32	0.591	10,671.200195	2,894,968,320	1,479,000.125
ZTO	2017-08-11	0.223	0.009	21,312,672	731,403,776	0.535	0.312	0.625	9,691.099609	2,920,456,960	2,993,800
ZTO	2017-08-18	0.211	-0.012	19,076,128	731,405,696	0.514	0.304	0.496	10,042.200195	2,945,945,344	2,238,799.75
ZTO	2017-08-25	0.187	-0.023	19,076,128	731,408,448	0.514	0.327	1.23	9,866.700195	2,971,433,984	4,036,800
ZTO	2017-09-01	0.203	0.016	18,592,112	731,405,824	0.507	0.304	0.706	10,093.400391	2,984,638,464	1,644,199.875
ZTO	2017-09-08	0.208	0.005	18,592,112	731,402,880	0.507	0.299	0.86	10,166.5	2,997,842,688	3,064,250
ZTO	2017-09-15	0.199	-0.009	21,561,648	731,406,784	0.536	0.337	0.545	11,022.299805	3,011,047,168	4,648,600
ZTO	2017-09-22	0.215	0.015	21,561,648	731,408,320	0.536	0.322	0.636	10,854.099609	3,024,251,392	2,045,600
ZTO	2017-09-29	0.221	0.007	21,561,648	731,403,136	0.536	0.315	0.746	10,268.900391	3,037,455,872	2,071,399.875
ZTO	2017-10-06	0.172	-0.049	20,406,992	731,403,456	0.525	0.353	0.66	9,954.400391	3,050,660,352	1,796,600.125
ZTO	2017-10-13	0.191	0.019	20,406,992	731,407,616	0.525	0.334	0.727	11,431.900391	3,063,864,576	5,574,800
ZTO	2017-10-20	0.193	0.002	21,642,608	731,403,840	0.544	0.35	0.526	11,409.900391	3,077,069,056	1,793,600
ZTO	2017-10-27	0.236	0.042	21,642,608	731,404,928	0.544	0.308	0.458	11,505	3,090,273,536	1,348,800
ZTO	2017-11-03	0.206	-0.029	21,390,608	731,405,312	0.542	0.336	0.44	12,126.700195	3,103,477,760	3,472,800
ZTO	2017-11-10	0.131	-0.076	21,390,608	731,408,256	0.543	0.413	0.627	12,880.099609	3,116,682,240	2,401,999.75
ZTO	2017-11-17	0.133	0.002	19,355,808	731,408,192	0.523	0.391	0.509	12,309.599609	3,129,886,720	2,175,400
ZTO	2017-11-24	0.1	-0.033	19,355,808	731,408,640	0.524	0.424	0.593	12,046.299805	3,143,090,944	2,745,500
ZTO	2017-12-01	0.096	-0.003	18,568,368	731,406,272	0.509	0.413	0.64	11,702.5	3,217,332,480	2,048,199.875
ZTO	2017-12-08	0.11	0.014	18,568,368	731,407,104	0.509	0.399	0.749	11,175.900391	3,291,573,760	6,396,600
ZTO	2017-12-15	0.083	-0.027	17,176,816	731,404,672	0.488	0.404	1.091	10,934.5	3,365,815,040	4,930,600
ZTO	2017-12-22	0.053	-0.031	17,176,816	731,407,040	0.488	0.435	0.64	11,644	3,440,056,576	3,574,200
ZTO	2017-12-29	0.147	0.094	17,176,816	731,406,912	0.488	0.341	0.705	11,592.799805	3,514,297,856	1,310,500
ZTO	2018-01-05	-0.009	-0.156	12,884,856	731,408,064	0.414	0.422	1.104	11,739.099609	3,588,539,136	2,894,500
ZTO	2018-01-12	-0.015	-0.006	12,884,856	731,408,640	0.413	0.428	0.959	11,527	3,662,780,672	2,491,000
ZTO	2018-01-19	0.062	0.077	13,226,014	731,406,912	0.447	0.385	1.094	12,060.900391	3,737,021,952	3,072,250
ZTO	2018-01-26	0.037	-0.025	13,226,014	731,407,808	0.447	0.41	0.981	11,585.5	3,811,263,488	2,019,399.875
ZTO	2018-02-02	0.078	0.041	14,490,258	731,407,488	0.46	0.383	0.68	11,380.700195	3,885,504,768	1,539,399.875
ZTO	2018-02-09	0.075	-0.003	14,490,258	731,405,632	0.46	0.386	0.925	10,927.200195	3,959,746,048	1,903,800.125
ZTO	2018-02-16	0.129	0.055	12,429,389	731,406,464	0.422	0.293	0.871	11,336.799805	4,033,987,584	909,200
ZTO	2018-02-23	0.094	-0.035	12,429,389	731,407,488	0.423	0.328	0.757	11,380.700195	4,108,228,864	1,274,750
ZTO	2018-03-02	0.091	-0.003	12,971,164	731,406,144	0.427	0.336	0.992	11,651.299805	4,182,470,144	1,564,999.875
ZTO	2018-03-09	0.083	-0.008	12,971,164	731,405,824	0.428	0.345	1.159	11,497.700195	4,256,711,680	4,512,799.5
ZTO	2018-03-16	0.123	0.04	13,793,692	721,645,056	0.451	0.328	1.102	11,142.200195	4,330,953,216	4,069,000
ZTO	2018-03-23	0.131	0.007	13,793,692	721,646,272	0.451	0.321	0.855	10,651.5	4,330,953,216	2,147,200
ZTO	2018-03-30	0.161	0.03	15,356,908	721,647,744	0.462	0.301	0.976	10,817.5	4,330,953,216	2,390,750
ZTO	2018-04-06	0.128	-0.033	15,356,908	721,644,288	0.463	0.335	0.883	10,752.5	4,330,953,728	2,631,400
ZTO	2018-04-13	0.172	0.045	16,369,875	721,645,696	0.482	0.31	0.717	11,488.599609	4,330,953,728	2,429,600
ZTO	2018-04-20	0.166	-0.007	16,369,875	721,644,480	0.481	0.316	0.794	11,892.700195	4,330,953,728	2,380,400.25
ZTO	2018-04-27	0.179	0.013	16,369,875	721,646,272	0.482	0.303	0.611	11,791.700195	4,330,954,240	1,972,999.875
ZTO	2018-05-04	0.148	-0.031	15,786,260	721,646,656	0.468	0.32	0.906	12,051.5	4,068,770,560	1,997,200
ZTO	2018-05-11	0.128	-0.02	15,786,260	721,646,016	0.469	0.341	0.673	12,231.900391	3,806,587,392	2,597,600
ZTO	2018-05-18	0.115	-0.012	14,295,203	721,647,680	0.448	0.333	1.009	12,701	3,544,403,968	2,308,800
ZTO	2018-05-25	0.089	-0.026	14,295,203	721,647,680	0.448	0.358	0.736	13,927.799805	3,594,674,432	3,187,000
ZTO	2018-06-01	0.105	0.016	13,688,912	721,646,528	0.439	0.334	1.083	14,945.299805	3,644,944,896	7,710,000
ZTO	2018-06-08	0.077	-0.028	13,688,912	721,644,480	0.439	0.361	1.035	15,183.400391	3,695,215,104	4,795,600
ZTO	2018-06-15	0.124	0.047	14,100,699	721,645,376	0.452	0.328	0.953	15,262.799805	3,745,485,568	2,823,800
ZTO	2018-06-22	0.026	-0.099	14,100,699	721,647,680	0.452	0.427	0.865	13,971.099609	3,795,756,032	3,366,000.25
ZTO	2018-06-29	0.063	0.037	14,100,699	721,644,992	0.451	0.389	0.856	14,432.900391	3,846,026,240	2,774,400
ZTO	2018-07-06	0.025	-0.038	13,187,493	721,648,000	0.422	0.396	0.752	14,187.599609	3,896,296,704	2,182,250
ZTO	2018-07-13	0.057	0.031	13,187,493	721,644,800	0.422	0.365	1.005	14,873.099609	3,946,567,168	1,866,599.875
ZTO	2018-07-20	0.107	0.05	14,767,525	721,645,504	0.446	0.339	1.033	15,349.400391	3,996,837,376	5,004,400
ZTO	2018-07-27	0.048	-0.059	14,767,525	721,647,552	0.447	0.399	1.405	14,497.900391	4,047,107,840	1,950,000
ZTO	2018-08-03	0.069	0.021	14,523,814	721,645,184	0.442	0.373	0.899	13,992.700195	4,097,378,304	2,343,400
ZTO	2018-08-10	0.111	0.042	14,523,814	721,646,976	0.444	0.333	0.747	15,248.400391	4,147,648,512	3,113,999.75
ZTO	2018-08-17	0.084	-0.027	15,388,264	721,645,120	0.461	0.377	0.832	13,949.400391	4,197,918,976	4,213,000
ZTO	2018-08-24	0.029	-0.055	15,388,264	721,644,480	0.461	0.432	0.862	14,086.5	4,200,740,352	2,007,200
ZTO	2018-08-31	0.098	0.069	15,298,095	721,646,784	0.464	0.366	0.972	13,321.599609	4,203,561,728	2,284,800
ZTO	2018-09-07	0.075	-0.022	15,298,095	721,644,992	0.464	0.389	0.688	12,765.900391	4,206,382,848	3,395,500
ZTO	2018-09-14	0.132	0.056	15,298,095	721,644,160	0.464	0.332	1.013	12,816.400391	4,209,204,224	2,142,600
ZTO	2018-09-21	0.104	-0.027	16,181,408	721,647,232	0.483	0.378	0.821	12,968	4,212,025,600	3,001,800
ZTO	2018-09-28	0.081	-0.024	16,181,408	721,647,552	0.483	0.402	0.819	11,957.700195	4,214,846,720	1,536,199.875
ZTO	2018-10-05	0.161	0.081	19,621,408	721,646,400	0.516	0.355	0.721	11,264.900391	4,217,668,096	1,449,400.125
ZTO	2018-10-12	0.15	-0.011	19,621,408	721,644,096	0.516	0.366	0.577	11,719.5	4,220,489,472	2,332,000
ZTO	2018-10-19	0.147	-0.003	18,555,984	721,647,296	0.494	0.347	0.679	11,171.099609	4,223,310,848	1,400,199.875
ZTO	2018-10-26	0.131	-0.016	18,555,984	721,647,296	0.493	0.362	0.857	11,171.099609	4,226,131,968	1,534,800
ZTO	2018-11-02	0.141	0.01	17,294,448	721,643,648	0.48	0.339	0.745	12,029.799805	4,228,953,344	1,864,999.875
ZTO	2018-11-09	0.17	0.029	17,294,448	721,646,848	0.482	0.312	0.688	11,524.700195	4,231,774,720	1,337,400.125
ZTO	2018-11-16	0.16	-0.01	17,187,136	721,644,096	0.482	0.322	0.832	12,246.299805	4,234,596,096	2,043,600
ZTO	2018-11-23	0.113	-0.047	17,187,136	721,644,480	0.483	0.37	0.764	11,892.700195	4,311,981,568	1,075,250
ZTO	2018-11-30	0.178	0.065	15,777,504	721,649,152	0.46	0.282	1.041	12,383.5	4,389,366,784	1,418,200.125
ZTO	2018-12-07	0.143	-0.036	15,777,504	721,648,832	0.46	0.318	0.93	11,423.700195	4,466,752,000	1,890,000

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