Datasets:

paperswithbacktest
/

Stocks-Weekly-ShortOverShorted

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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	2018-12-14	0.18	0.037	15,777,504	721,648,448	0.46	0.281	0.568	11,863.900391	4,544,137,216	1,354,800
ZTO	2018-12-21	0.125	-0.055	14,329,940	721,644,672	0.436	0.311	1.013	11,495.799805	4,621,521,920	1,180,400
ZTO	2018-12-28	0.159	0.034	14,329,940	721,643,712	0.436	0.277	0.932	11,546.299805	4,698,908,160	1,184,500
ZTO	2019-01-04	0.19	0.03	13,126,883	721,646,080	0.414	0.224	0.745	11,661.799805	4,776,293,376	1,038,750
ZTO	2019-01-11	0.084	-0.106	13,126,883	721,647,424	0.413	0.329	1.078	12,527.799805	4,853,678,592	1,792,400
ZTO	2019-01-18	0.166	0.082	13,780,273	721,645,376	0.418	0.251	0.672	12,982.400391	4,931,063,808	1,733,600
ZTO	2019-01-25	0.078	-0.089	13,780,273	721,646,528	0.417	0.34	1.053	12,578.299805	5,008,449,536	2,172,250
ZTO	2019-02-01	0.122	0.045	13,088,282	721,646,464	0.406	0.283	1.045	12,535	5,085,834,752	2,034,200.125
ZTO	2019-02-08	0.125	0.003	13,088,282	721,647,168	0.406	0.281	0.881	12,924.700195	5,163,219,968	1,654,400
ZTO	2019-02-15	0.083	-0.042	12,552,641	721,648,064	0.406	0.323	1.425	13,574.200195	5,240,605,184	5,073,400
ZTO	2019-02-22	0.042	-0.041	12,552,641	721,647,104	0.406	0.363	1.587	14,151.5	5,317,990,912	4,468,750
ZTO	2019-03-01	0.07	0.028	12,552,641	721,648,832	0.406	0.336	1.717	14,137.099609	5,395,376,128	11,093,800
ZTO	2019-03-08	0.035	-0.035	13,044,926	721,646,016	0.415	0.38	0.922	14,555.599609	5,472,761,344	4,032,800
ZTO	2019-03-15	0.064	0.029	14,031,746	721,647,424	0.43	0.366	1.267	13,754.599609	5,550,146,560	6,313,400
ZTO	2019-03-22	0.039	-0.024	14,031,746	785,466,368	0.411	0.371	1.197	13,894.900391	5,627,531,776	3,404,400.25
ZTO	2019-03-29	0.088	0.049	14,031,746	785,464,960	0.411	0.323	0.74	14,358.299805	5,627,531,776	2,551,800
ZTO	2019-04-05	0.161	0.073	17,156,992	785,465,664	0.449	0.289	0.753	14,845.299805	5,627,531,776	2,197,000
ZTO	2019-04-12	0.186	0.025	17,156,992	785,466,176	0.449	0.264	0.606	15,332.299805	5,627,531,776	1,568,000
ZTO	2019-04-19	0.174	-0.011	17,017,152	785,464,256	0.458	0.283	1.094	15,395.099609	5,627,531,776	1,546,250
ZTO	2019-04-26	0.189	0.014	17,017,152	785,463,232	0.457	0.269	1.043	15,685.700195	5,364,156,416	1,892,000
ZTO	2019-05-03	0.23	0.041	19,031,184	785,465,472	0.489	0.259	0.856	15,693.599609	5,100,781,056	2,537,400
ZTO	2019-05-10	0.218	-0.012	19,031,184	785,465,536	0.489	0.271	0.959	14,931.700195	4,837,405,696	2,203,000
ZTO	2019-05-17	0.151	-0.067	19,191,904	785,465,728	0.499	0.349	0.641	14,083.400391	4,574,029,824	3,649,000
ZTO	2019-05-24	0.16	0.009	19,191,904	785,465,152	0.499	0.339	0.54	14,099.099609	4,634,717,184	2,442,800.25
ZTO	2019-05-31	0.145	-0.014	19,435,536	785,465,600	0.493	0.348	0.853	14,169.799805	4,695,403,520	3,781,500
ZTO	2019-06-07	0.119	-0.027	19,435,536	785,461,312	0.493	0.375	0.774	13,792.700195	4,756,089,856	5,493,800
ZTO	2019-06-14	0.142	0.024	19,435,536	785,464,768	0.494	0.351	0.678	14,617.5	4,816,776,192	2,687,200
ZTO	2019-06-21	0.141	-0.001	21,210,432	785,465,024	0.504	0.362	0.911	14,947.400391	4,877,462,528	2,184,000
ZTO	2019-06-28	0.181	0.04	21,210,432	785,465,472	0.504	0.322	0.512	15,018.099609	4,938,148,864	2,134,800
ZTO	2019-07-05	0.194	0.012	20,637,520	785,465,536	0.494	0.3	0.628	15,607.200195	4,998,835,200	1,890,250
ZTO	2019-07-12	0.172	-0.021	20,637,520	785,464,256	0.494	0.322	0.732	15,567.900391	5,059,521,536	1,412,000
ZTO	2019-07-19	0.204	0.031	18,285,248	785,462,912	0.457	0.253	0.832	15,442.200195	5,120,207,872	1,305,799.875
ZTO	2019-07-26	0.189	-0.015	18,285,248	785,461,824	0.457	0.268	0.54	15,473.599609	5,180,894,208	1,669,799.875
ZTO	2019-08-02	0.151	-0.038	16,047,522	785,465,984	0.428	0.276	0.629	15,002.400391	5,241,580,544	2,232,600
ZTO	2019-08-09	0.121	-0.03	16,047,522	785,461,760	0.429	0.308	0.858	14,970.900391	5,302,267,392	3,436,800
ZTO	2019-08-16	0.154	0.033	16,079,346	785,464,448	0.431	0.277	0.639	15,222.299805	5,362,953,728	2,416,600
ZTO	2019-08-23	0.081	-0.073	16,079,346	785,465,728	0.431	0.35	1.042	15,348	5,423,640,064	2,870,600
ZTO	2019-08-30	0.144	0.062	17,219,984	785,465,664	0.442	0.299	0.929	16,109.900391	5,411,495,424	3,493,000
ZTO	2019-09-06	0.129	-0.015	17,219,984	785,463,104	0.443	0.314	0.639	16,620.400391	5,399,350,784	3,152,000
ZTO	2019-09-13	0.103	-0.026	17,219,984	785,463,488	0.442	0.339	0.769	16,691.099609	5,387,206,144	2,569,999.75
ZTO	2019-09-20	0.091	-0.012	15,757,879	785,464,128	0.416	0.325	0.785	17,091.699219	5,375,061,504	3,987,800
ZTO	2019-09-27	0.067	-0.024	15,757,879	785,461,632	0.417	0.35	0.965	16,164.799805	5,362,916,864	2,917,800
ZTO	2019-10-04	0.079	0.012	12,439,971	785,463,296	0.365	0.286	1.252	16,274.799805	5,350,772,224	1,881,400.125
ZTO	2019-10-11	0.029	-0.051	12,439,971	785,464,256	0.365	0.337	0.765	16,243.400391	5,338,627,584	1,568,400
ZTO	2019-10-18	0.028	-0	10,166,225	785,465,472	0.324	0.296	1.304	16,369.099609	5,326,482,944	1,091,800.125
ZTO	2019-10-25	0.042	0.013	10,166,225	785,463,232	0.324	0.283	1.357	17,382.300781	5,314,338,304	1,452,000
ZTO	2019-11-01	0.051	0.01	10,211,646	785,464,576	0.329	0.277	0.846	17,076	5,302,193,664	1,536,800
ZTO	2019-11-08	0.031	-0.021	10,211,646	785,465,408	0.328	0.298	1.188	17,633.699219	5,290,049,024	2,335,800
ZTO	2019-11-15	0.011	-0.019	9,565,099	785,462,720	0.319	0.308	0.965	17,570.800781	5,277,904,384	2,132,600
ZTO	2019-11-22	-0.027	-0.038	9,565,099	785,462,912	0.319	0.346	1.435	16,290.5	5,265,760,256	4,255,800
ZTO	2019-11-29	0.001	0.028	9,565,099	785,465,152	0.32	0.319	1.212	16,714.699219	5,358,745,600	2,576,000
ZTO	2019-12-06	-0.027	-0.028	10,180,962	785,463,680	0.334	0.361	1.01	16,431.900391	5,451,731,456	1,693,400.125
ZTO	2019-12-13	-0.015	0.013	10,180,962	785,465,920	0.334	0.349	1.269	16,942.5	5,544,716,800	1,618,599.875
ZTO	2019-12-20	-0.021	-0.006	8,413,062	785,464,832	0.298	0.319	1.613	17,995	5,637,702,656	3,128,000
ZTO	2019-12-27	-0.028	-0.007	8,413,062	785,463,360	0.299	0.327	1.465	18,474.099609	5,730,688,000	2,838,250
ZTO	2020-01-03	-0.051	-0.023	6,097,253	785,463,552	0.247	0.299	2.608	18,301.300781	5,823,673,856	1,924,250
ZTO	2020-01-10	-0.063	-0.011	6,097,253	785,465,216	0.247	0.31	2.676	18,065.699219	5,916,659,712	1,620,800
ZTO	2020-01-17	-0.006	0.057	8,679,565	785,463,168	0.294	0.3	1.847	18,992.5	6,009,645,056	1,792,800
ZTO	2020-01-24	-0.009	-0.004	8,679,565	785,462,208	0.295	0.304	1.44	17,759.300781	6,102,630,912	1,824,250
ZTO	2020-01-31	-0.002	0.008	8,785,209	785,465,088	0.297	0.299	1.618	17,060.300781	6,195,616,256	2,147,800
ZTO	2020-02-07	-0.041	-0.04	8,785,209	785,462,976	0.297	0.338	1.837	18,662.599609	6,288,602,112	2,450,600
ZTO	2020-02-14	-0.018	0.023	8,785,209	785,462,144	0.297	0.315	1.963	18,866.800781	6,381,587,968	2,068,999.875
ZTO	2020-02-21	-0.016	0.002	8,826,139	785,465,216	0.305	0.321	1.183	19,416.699219	6,474,573,312	1,907,750
ZTO	2020-02-28	-0.028	-0.012	8,826,139	785,464,640	0.305	0.333	1.37	18,427	6,567,559,168	3,098,800.25
ZTO	2020-03-06	-0.02	0.008	9,143,077	785,462,400	0.313	0.333	1.247	20,893.300781	6,660,544,512	3,409,400
ZTO	2020-03-13	-0.036	-0.015	9,143,077	785,464,832	0.314	0.349	1.424	20,107.900391	6,753,530,368	3,953,200.25
ZTO	2020-03-20	-0.046	-0.01	8,971,926	781,948,160	0.307	0.353	1.35	19,306.300781	6,846,516,224	3,488,200
ZTO	2020-03-27	-0.048	-0.003	8,971,926	781,948,224	0.307	0.356	1.463	19,947.5	6,846,516,224	2,724,000
ZTO	2020-04-03	-0.016	0.033	10,736,756	781,946,560	0.323	0.339	1.18	21,050	6,846,516,224	2,305,200.25
ZTO	2020-04-10	-0.03	-0.014	10,736,756	781,946,176	0.322	0.352	1.093	21,214.199219	6,846,516,224	1,709,250
ZTO	2020-04-17	0.005	0.035	9,659,387	781,948,608	0.321	0.315	1.393	22,512.300781	6,846,516,224	2,615,400
ZTO	2020-04-24	0.013	0.008	9,659,387	781,948,800	0.321	0.308	1.391	22,590.5	6,846,516,224	1,764,600.125
ZTO	2020-05-01	0.034	0.021	9,597,159	781,946,496	0.318	0.284	0.168	22,215.099609	6,113,859,072	1,608,199.875
ZTO	2020-05-08	0.011	-0.023	9,597,159	781,948,608	0.319	0.308	1.208	24,357.699219	5,381,202,432	2,105,800
ZTO	2020-05-15	0.017	0.006	10,007,822	781,947,200	0.323	0.306	1.578	26,062.300781	4,648,545,792	2,323,000
ZTO	2020-05-22	-0.009	-0.025	10,007,822	781,948,480	0.322	0.331	1.025	23,998	3,915,888,896	4,149,199.75
ZTO	2020-05-29	-0.02	-0.011	10,007,822	781,946,624	0.322	0.342	1.99	25,507.099609	4,123,099,904	6,088,750
ZTO	2020-06-05	-0.055	-0.035	9,425,654	781,947,264	0.305	0.36	1.198	27,024.099609	4,330,311,168	3,520,000
ZTO	2020-06-12	-0.034	0.021	9,425,654	781,946,112	0.305	0.34	1.248	27,282.099609	4,537,522,176	2,592,000
ZTO	2020-06-19	-0.012	0.022	10,196,463	781,948,800	0.324	0.337	1.05	30,214.5	4,744,733,184	3,748,800
ZTO	2020-06-26	-0.012	0	10,196,463	781,946,944	0.324	0.337	1.287	28,877.300781	4,951,944,192	4,169,600
ZTO	2020-07-03	0.04	0.052	11,770,280	781,947,840	0.36	0.32	1.129	29,346.5	5,159,155,200	2,881,000
ZTO	2020-07-10	0.021	-0.019	11,770,280	781,947,776	0.36	0.34	1.152	29,025.900391	5,366,366,208	2,775,000
ZTO	2020-07-17	0.054	0.034	12,891,945	781,946,432	0.36	0.305	1.363	28,283	5,573,577,216	2,593,200.25
ZTO	2020-07-24	0.041	-0.013	12,891,945	781,946,624	0.359	0.318	1.096	27,274.300781	5,780,788,224	1,748,400
ZTO	2020-07-31	0.052	0.01	13,012,269	781,948,736	0.369	0.317	1.443	28,971.199219	5,987,999,232	1,562,800
ZTO	2020-08-07	0.098	0.046	13,012,269	781,948,224	0.369	0.272	0.716	28,416	6,195,210,240	1,625,799.875
ZTO	2020-08-14	0.068	-0.03	13,012,269	781,948,352	0.37	0.302	1.456	26,328.199219	6,402,421,248	3,263,000
ZTO	2020-08-21	0.067	-0.001	12,519,527	781,948,480	0.372	0.306	0.865	24,920.699219	6,402,421,248	2,887,800
ZTO	2020-08-28	0.088	0.021	12,519,527	781,946,816	0.372	0.284	1.011	25,585.300781	6,402,421,248	2,274,200
ZTO	2020-09-04	0.047	-0.041	12,309,838	781,947,712	0.374	0.327	0.916	26,015.400391	6,402,421,248	4,028,200
ZTO	2020-09-11	0.056	0.008	12,309,838	781,948,032	0.374	0.319	1.097	24,725.199219	6,402,421,248	3,807,500
ZTO	2020-09-18	0.128	0.072	12,460,967	781,947,136	0.389	0.261	1.001	23,974.5	6,426,062,336	3,297,200.25
ZTO	2020-09-25	0.074	-0.054	12,460,967	781,947,584	0.389	0.314	1.146	23,849.400391	6,449,703,936	3,872,399.75
ZTO	2020-10-02	0.07	-0.005	9,653,039	781,946,368	0.321	0.252	1.573	22,739	6,473,345,536	4,078,400
ZTO	2020-10-09	0.011	-0.059	9,653,039	781,945,856	0.322	0.311	1.794	23,388	6,496,987,136	2,095,000.125
ZTO	2020-10-16	0.126	0.115	11,888,080	781,948,672	0.373	0.247	1.596	22,551.400391	6,520,628,736	1,925,799.875
ZTO	2020-10-23	0.066	-0.06	11,888,080	781,945,792	0.373	0.307	1.192	23,669.5	6,544,269,824	2,398,600
ZTO	2020-10-30	0.021	-0.045	9,265,518	781,946,240	0.31	0.289	1.445	22,660.800781	6,567,911,424	1,196,199.875
ZTO	2020-11-06	0.034	0.013	9,265,518	781,948,928	0.311	0.277	1.73	24,514.099609	6,591,553,024	1,712,199.875

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