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	2019-03-08	0.014	-0.026	13,044,926	721,646,016	0.416	0.402	0.932	14,555.599609	5,472,761,344	4,032,800
ZTO	2019-03-15	0.05	0.035	14,031,746	721,647,424	0.431	0.381	1.077	13,754.599609	5,550,146,560	6,313,400
ZTO	2019-03-22	0.02	-0.03	14,031,746	785,466,368	0.412	0.392	0.841	13,894.900391	5,627,531,776	3,404,400.25
ZTO	2019-03-29	0.092	0.072	14,031,746	785,464,960	0.412	0.32	0.617	14,358.299805	5,627,531,776	2,551,800
ZTO	2019-04-05	0.125	0.033	17,156,992	785,465,664	0.451	0.326	0.757	14,845.299805	5,627,531,776	2,197,000
ZTO	2019-04-12	0.186	0.061	17,156,992	785,466,176	0.451	0.264	0.777	15,332.299805	5,627,531,776	1,568,000
ZTO	2019-04-19	0.178	-0.008	17,017,152	785,464,256	0.459	0.28	0.559	15,395.099609	5,627,531,776	1,546,250
ZTO	2019-04-26	0.194	0.016	17,017,152	785,463,232	0.458	0.264	0.808	15,685.700195	5,364,156,416	1,892,000
ZTO	2019-05-03	0.244	0.05	19,031,184	785,465,472	0.49	0.246	0.607	15,693.599609	5,100,781,056	2,537,400
ZTO	2019-05-10	0.197	-0.048	19,031,184	785,465,536	0.49	0.294	0.743	14,931.700195	4,837,405,696	2,203,000
ZTO	2019-05-17	0.151	-0.046	19,191,904	785,465,728	0.5	0.35	0.719	14,083.400391	4,574,029,824	3,649,000
ZTO	2019-05-24	0.15	-0.001	19,191,904	785,465,152	0.5	0.35	0.695	14,099.099609	4,634,717,184	2,442,800.25
ZTO	2019-05-31	0.148	-0.002	19,435,536	785,465,600	0.494	0.346	0.788	14,169.799805	4,695,403,520	3,781,500
ZTO	2019-06-07	0.107	-0.041	19,435,536	785,461,312	0.494	0.387	0.68	13,792.700195	4,756,089,856	5,493,800
ZTO	2019-06-14	0.156	0.049	19,435,536	785,464,768	0.494	0.338	0.138	14,617.5	4,816,776,192	2,687,200
ZTO	2019-06-21	0.143	-0.013	21,210,432	785,465,024	0.504	0.361	0.648	14,947.400391	4,877,462,528	2,184,000
ZTO	2019-06-28	0.165	0.022	21,210,432	785,465,472	0.504	0.34	0.6	15,018.099609	4,938,148,864	2,134,800
ZTO	2019-07-05	0.206	0.041	20,637,520	785,465,536	0.495	0.289	0.591	15,607.200195	4,998,835,200	1,890,250
ZTO	2019-07-12	0.181	-0.025	20,637,520	785,464,256	0.495	0.314	0.571	15,567.900391	5,059,521,536	1,412,000
ZTO	2019-07-19	0.204	0.023	18,285,248	785,462,912	0.458	0.254	0.475	15,442.200195	5,120,207,872	1,305,799.875
ZTO	2019-07-26	0.175	-0.029	18,285,248	785,461,824	0.458	0.283	0.644	15,473.599609	5,180,894,208	1,669,799.875
ZTO	2019-08-02	0.103	-0.072	16,047,522	785,465,984	0.428	0.325	0.652	15,002.400391	5,241,580,544	2,232,600
ZTO	2019-08-09	0.077	-0.026	16,047,522	785,461,760	0.43	0.353	1.036	14,970.900391	5,302,267,392	3,436,800
ZTO	2019-08-16	0.151	0.074	16,079,346	785,464,448	0.432	0.281	0.8	15,222.299805	5,362,953,728	2,416,600
ZTO	2019-08-23	0.071	-0.08	16,079,346	785,465,728	0.432	0.362	0.987	15,348	5,423,640,064	2,870,600
ZTO	2019-08-30	0.157	0.087	17,219,984	785,465,664	0.444	0.286	0.747	16,109.900391	5,411,495,424	3,493,000
ZTO	2019-09-06	0.148	-0.01	17,219,984	785,463,104	0.444	0.296	0.73	16,620.400391	5,399,350,784	3,152,000
ZTO	2019-09-13	0.108	-0.039	17,219,984	785,463,488	0.444	0.335	0.629	16,691.099609	5,387,206,144	2,569,999.75
ZTO	2019-09-20	0.072	-0.036	15,757,879	785,464,128	0.417	0.345	0.622	17,091.699219	5,375,061,504	3,987,800
ZTO	2019-09-27	0.061	-0.011	15,757,879	785,461,632	0.418	0.356	1.077	16,164.799805	5,362,916,864	2,917,800
ZTO	2019-10-04	0.074	0.013	12,439,971	785,463,296	0.366	0.292	1.126	16,274.799805	5,350,772,224	1,881,400.125
ZTO	2019-10-11	0.021	-0.053	12,439,971	785,464,256	0.366	0.345	1.012	16,243.400391	5,338,627,584	1,568,400
ZTO	2019-10-18	0.05	0.029	10,166,225	785,465,472	0.324	0.274	1.238	16,369.099609	5,326,482,944	1,091,800.125
ZTO	2019-10-25	0.047	-0.003	10,166,225	785,463,232	0.325	0.278	1.347	17,382.300781	5,314,338,304	1,452,000
ZTO	2019-11-01	0.04	-0.007	10,211,646	785,464,576	0.329	0.289	1.312	17,076	5,302,193,664	1,536,800
ZTO	2019-11-08	0.045	0.005	10,211,646	785,465,408	0.328	0.284	1.183	17,633.699219	5,290,049,024	2,335,800
ZTO	2019-11-15	0.039	-0.005	9,565,099	785,462,720	0.319	0.28	1.797	17,570.800781	5,277,904,384	2,132,600
ZTO	2019-11-22	-0.028	-0.068	9,565,099	785,462,912	0.319	0.348	1.131	16,290.5	5,265,760,256	4,255,800
ZTO	2019-11-29	0.023	0.051	9,565,099	785,465,152	0.32	0.297	1.39	16,714.699219	5,358,745,600	2,576,000
ZTO	2019-12-06	-0.021	-0.044	10,180,962	785,463,680	0.334	0.355	1.228	16,431.900391	5,451,731,456	1,693,400.125
ZTO	2019-12-13	-0.022	-0.001	10,180,962	785,465,920	0.335	0.357	1.308	16,942.5	5,544,716,800	1,618,599.875
ZTO	2019-12-20	-0.025	-0.003	8,413,062	785,464,832	0.298	0.323	1.645	17,995	5,637,702,656	3,128,000
ZTO	2019-12-27	-0.019	0.006	8,413,062	785,463,360	0.299	0.318	2.129	18,474.099609	5,730,688,000	2,838,250
ZTO	2020-01-03	-0.042	-0.022	6,097,253	785,463,552	0.247	0.289	3.188	18,301.300781	5,823,673,856	1,924,250
ZTO	2020-01-10	-0.077	-0.036	6,097,253	785,465,216	0.247	0.324	1.739	18,065.699219	5,916,659,712	1,620,800
ZTO	2020-01-17	0.007	0.084	8,679,565	785,463,168	0.294	0.287	1.311	18,992.5	6,009,645,056	1,792,800
ZTO	2020-01-24	-0.021	-0.028	8,679,565	785,462,208	0.295	0.316	1.724	17,759.300781	6,102,630,912	1,824,250
ZTO	2020-01-31	0.005	0.026	8,785,209	785,465,088	0.297	0.292	1.224	17,060.300781	6,195,616,256	2,147,800
ZTO	2020-02-07	-0.046	-0.051	8,785,209	785,462,976	0.297	0.343	1.448	18,662.599609	6,288,602,112	2,450,600
ZTO	2020-02-14	0.005	0.051	8,785,209	785,462,144	0.297	0.292	1.454	18,866.800781	6,381,587,968	2,068,999.875
ZTO	2020-02-21	-0.024	-0.029	8,826,139	785,465,216	0.305	0.329	1.221	19,416.699219	6,474,573,312	1,907,750
ZTO	2020-02-28	-0.064	-0.04	8,826,139	785,464,640	0.305	0.37	1.245	18,427	6,567,559,168	3,098,800.25
ZTO	2020-03-06	-0.011	0.053	9,143,077	785,462,400	0.312	0.324	1.338	20,893.300781	6,660,544,512	3,409,400
ZTO	2020-03-13	-0.023	-0.011	9,143,077	785,464,832	0.313	0.336	1.507	20,107.900391	6,753,530,368	3,953,200.25
ZTO	2020-03-20	-0.057	-0.034	8,971,926	781,948,160	0.307	0.363	1.813	19,306.300781	6,846,516,224	3,488,200
ZTO	2020-03-27	-0.082	-0.025	8,971,926	781,948,224	0.307	0.389	2.049	19,947.5	6,846,516,224	2,724,000
ZTO	2020-04-03	-0.031	0.05	10,736,756	781,946,560	0.323	0.354	1.951	21,050	6,846,516,224	2,305,200.25
ZTO	2020-04-10	-0.058	-0.027	10,736,756	781,946,176	0.323	0.381	1.271	21,214.199219	6,846,516,224	1,709,250
ZTO	2020-04-17	-0.007	0.051	9,659,387	781,948,608	0.32	0.328	1.612	22,512.300781	6,846,516,224	2,615,400
ZTO	2020-04-24	0.009	0.016	9,659,387	781,948,800	0.32	0.312	1.514	22,590.5	6,846,516,224	1,764,600.125
ZTO	2020-05-01	0.013	0.004	9,597,159	781,946,496	0.318	0.305	0.851	22,215.099609	6,113,859,072	1,608,199.875
ZTO	2020-05-08	-0.002	-0.015	9,597,159	781,948,608	0.319	0.321	1.283	24,357.699219	5,381,202,432	2,105,800
ZTO	2020-05-15	-0.001	0.001	10,007,822	781,947,200	0.323	0.324	1.384	26,062.300781	4,648,545,792	2,323,000
ZTO	2020-05-22	-0.019	-0.018	10,007,822	781,948,480	0.322	0.342	1.472	23,998	3,915,888,896	4,149,199.75
ZTO	2020-05-29	-0.053	-0.034	10,007,822	781,946,624	0.323	0.376	1.538	25,507.099609	4,123,099,904	6,088,750
ZTO	2020-06-05	-0.089	-0.036	9,425,654	781,947,264	0.305	0.394	1.511	27,024.099609	4,330,311,168	3,520,000
ZTO	2020-06-12	-0.035	0.055	9,425,654	781,946,112	0.305	0.34	1.353	27,282.099609	4,537,522,176	2,592,000
ZTO	2020-06-19	-0.004	0.031	10,196,463	781,948,800	0.325	0.329	1.465	30,214.5	4,744,733,184	3,748,800
ZTO	2020-06-26	-0.019	-0.015	10,196,463	781,946,944	0.325	0.344	1.359	28,877.300781	4,951,944,192	4,169,600
ZTO	2020-07-03	0.015	0.033	11,770,280	781,947,840	0.36	0.345	0.896	29,346.5	5,159,155,200	2,881,000
ZTO	2020-07-10	-0.003	-0.018	11,770,280	781,947,776	0.36	0.363	1.575	29,025.900391	5,366,366,208	2,775,000
ZTO	2020-07-17	0.061	0.064	12,891,945	781,946,432	0.359	0.299	0.916	28,283	5,573,577,216	2,593,200.25
ZTO	2020-07-24	0.026	-0.035	12,891,945	781,946,624	0.359	0.333	1.097	27,274.300781	5,780,788,224	1,748,400
ZTO	2020-07-31	0.061	0.035	13,012,269	781,948,736	0.368	0.307	1.25	28,971.199219	5,987,999,232	1,562,800
ZTO	2020-08-07	0.082	0.021	13,012,269	781,948,224	0.369	0.287	1.53	28,416	6,195,210,240	1,625,799.875
ZTO	2020-08-14	0.088	0.006	13,012,269	781,948,352	0.369	0.282	0.808	26,328.199219	6,402,421,248	3,263,000
ZTO	2020-08-21	0.065	-0.023	12,519,527	781,948,480	0.372	0.307	0.902	24,920.699219	6,402,421,248	2,887,800
ZTO	2020-08-28	0.101	0.036	12,519,527	781,946,816	0.372	0.271	0.94	25,585.300781	6,402,421,248	2,274,200
ZTO	2020-09-04	0.072	-0.029	12,309,838	781,947,712	0.374	0.302	1.448	26,015.400391	6,402,421,248	4,028,200
ZTO	2020-09-11	0.062	-0.01	12,309,838	781,948,032	0.374	0.313	1.235	24,725.199219	6,402,421,248	3,807,500
ZTO	2020-09-18	0.131	0.069	12,460,967	781,947,136	0.388	0.257	1.092	23,974.5	6,426,062,336	3,297,200.25
ZTO	2020-09-25	0.091	-0.04	12,460,967	781,947,584	0.388	0.297	0.844	23,849.400391	6,449,703,936	3,872,399.75
ZTO	2020-10-02	0.05	-0.041	9,653,039	781,946,368	0.321	0.271	1.835	22,739	6,473,345,536	4,078,400
ZTO	2020-10-09	0.014	-0.037	9,653,039	781,945,856	0.321	0.308	1.276	23,388	6,496,987,136	2,095,000.125
ZTO	2020-10-16	0.156	0.142	11,888,080	781,948,672	0.372	0.217	0.991	22,551.400391	6,520,628,736	1,925,799.875
ZTO	2020-10-23	0.079	-0.077	11,888,080	781,945,792	0.372	0.293	1.242	23,669.5	6,544,269,824	2,398,600
ZTO	2020-10-30	0.042	-0.037	9,265,518	781,946,240	0.31	0.268	1.185	22,660.800781	6,567,911,424	1,196,199.875
ZTO	2020-11-06	0.037	-0.005	9,265,518	781,948,928	0.31	0.273	1.574	24,514.099609	6,591,553,024	1,712,199.875
ZTO	2020-11-13	0.025	-0.013	9,265,518	781,946,240	0.311	0.287	1.625	25,593.099609	6,615,194,624	2,927,200
ZTO	2020-11-20	0.113	0.088	12,299,484	781,948,864	0.385	0.273	0.957	23,552.300781	6,638,836,224	3,361,400
ZTO	2020-11-27	0.101	-0.012	12,299,484	781,948,480	0.384	0.284	1.108	23,075.300781	6,734,030,336	1,887,500
ZTO	2020-12-04	0.112	0.011	13,131,181	781,948,992	0.408	0.296	0.988	22,066.599609	6,829,224,960	2,705,800
ZTO	2020-12-11	0.143	0.031	13,131,181	781,946,432	0.408	0.265	1.041	21,894.5	6,924,419,584	3,478,600
ZTO	2020-12-18	0.096	-0.047	10,999,416	781,946,368	0.364	0.269	1.125	21,855.400391	7,019,614,208	4,964,800
ZTO	2020-12-25	0.093	-0.003	10,999,416	781,948,544	0.364	0.272	1.307	21,910.199219	7,114,808,832	2,292,750
ZTO	2021-01-01	0.15	0.057	12,643,567	781,947,904	0.398	0.249	1.468	22,801.599609	7,210,003,456	3,362,750
ZTO	2021-01-08	0.093	-0.057	12,643,567	781,947,136	0.399	0.306	1.248	22,488.800781	7,305,198,080	3,988,600
ZTO	2021-01-15	0.121	0.028	14,179,946	781,947,840	0.408	0.287	1.197	23,083.099609	7,400,392,704	4,140,200
ZTO	2021-01-22	0.097	-0.024	14,179,946	781,946,112	0.408	0.311	0.997	25,835.5	7,495,587,328	5,079,500
ZTO	2021-01-29	0.082	-0.015	14,179,946	781,946,752	0.407	0.325	0.993	25,866.800781	7,590,781,952	4,631,199.5

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