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	2020-11-13	0.018	-0.016	9,265,518	781,946,240	0.312	0.294	1.642	25,593.099609	6,615,194,624	2,927,200
ZTO	2020-11-20	0.082	0.065	12,299,484	781,948,864	0.386	0.303	1.208	23,552.300781	6,638,836,224	3,361,400
ZTO	2020-11-27	0.076	-0.006	12,299,484	781,948,480	0.385	0.309	0.936	23,075.300781	6,734,030,336	1,887,500
ZTO	2020-12-04	0.088	0.012	13,131,181	781,948,992	0.407	0.319	0.794	22,066.599609	6,829,224,960	2,705,800
ZTO	2020-12-11	0.107	0.019	13,131,181	781,946,432	0.408	0.3	1.298	21,894.5	6,924,419,584	3,478,600
ZTO	2020-12-18	0.074	-0.033	10,999,416	781,946,368	0.364	0.29	2.16	21,855.400391	7,019,614,208	4,964,800
ZTO	2020-12-25	0.063	-0.012	10,999,416	781,948,544	0.364	0.302	1.359	21,910.199219	7,114,808,832	2,292,750
ZTO	2021-01-01	0.141	0.078	12,643,567	781,947,904	0.398	0.257	0.803	22,801.599609	7,210,003,456	3,362,750
ZTO	2021-01-08	0.079	-0.062	12,643,567	781,947,136	0.398	0.319	1.051	22,488.800781	7,305,198,080	3,988,600
ZTO	2021-01-15	0.125	0.046	14,179,946	781,947,840	0.408	0.283	0.811	23,083.099609	7,400,392,704	4,140,200
ZTO	2021-01-22	0.084	-0.04	14,179,946	781,946,112	0.408	0.324	1.07	25,835.5	7,495,587,328	5,079,500
ZTO	2021-01-29	0.081	-0.003	14,179,946	781,946,752	0.407	0.326	1.37	25,866.800781	7,590,781,952	4,631,199.5
ZTO	2021-02-05	0.072	-0.009	13,987,472	781,948,480	0.41	0.338	0.677	27,649.699219	7,685,976,576	3,648,399.75
ZTO	2021-02-12	0.072	0	13,987,472	781,946,496	0.409	0.337	0.974	30,089.300781	7,781,171,200	4,292,800
ZTO	2021-02-19	0.114	0.042	15,878,476	781,946,944	0.447	0.333	0.17	28,877.300781	7,876,365,824	2,698,750
ZTO	2021-02-26	0.111	-0.003	15,878,476	781,947,200	0.448	0.336	0.843	26,382.900391	7,971,560,448	2,305,600
ZTO	2021-03-05	0.15	0.039	16,683,178	781,947,968	0.458	0.308	0.828	27,336.900391	8,066,755,072	2,252,600
ZTO	2021-03-12	0.162	0.012	16,683,178	781,947,392	0.458	0.296	0.857	25,859	8,161,949,184	2,406,799.75
ZTO	2021-03-19	0.08	-0.082	14,348,943	828,871,040	0.395	0.315	1.015	23,714	8,257,143,808	4,608,200
ZTO	2021-03-26	0.062	-0.018	14,348,943	828,870,272	0.394	0.332	1.067	23,772	8,257,143,808	6,588,200
ZTO	2021-04-02	0.12	0.057	16,933,494	828,870,400	0.429	0.31	0.612	24,949	8,257,143,808	5,075,000
ZTO	2021-04-09	0.103	-0.017	16,933,494	828,868,800	0.427	0.324	0.752	23,374.099609	8,257,143,808	3,094,600
ZTO	2021-04-16	0.066	-0.037	15,293,029	828,870,464	0.398	0.332	1.153	24,509.699219	8,257,143,808	3,594,600
ZTO	2021-04-23	0.065	-0	15,293,029	828,869,312	0.398	0.332	0.978	26,755.900391	8,257,143,808	4,582,800
ZTO	2021-04-30	0.078	0.013	15,547,400	828,871,296	0.395	0.316	1.102	26,656.5	7,810,992,128	3,616,399.75
ZTO	2021-05-07	0.094	0.016	15,547,400	828,870,464	0.394	0.3	1.094	26,490.699219	7,364,840,448	1,967,399.875
ZTO	2021-05-14	0.078	-0.016	15,547,400	828,871,232	0.396	0.318	0.978	25,554.099609	6,918,688,768	3,494,400
ZTO	2021-05-21	0.141	0.063	17,946,136	827,127,744	0.439	0.298	0.858	26,492.900391	6,472,537,088	2,804,000
ZTO	2021-05-28	0.144	0.004	17,946,136	827,126,848	0.439	0.295	0.824	26,542.5	6,538,115,584	3,109,600
ZTO	2021-06-04	0.103	-0.041	15,587,521	827,128,064	0.387	0.284	0.951	26,352.300781	6,603,694,592	3,241,750
ZTO	2021-06-11	0.109	0.006	15,587,521	827,126,528	0.389	0.28	1.097	26,137.199219	6,669,273,088	2,032,800
ZTO	2021-06-18	0.049	-0.06	14,277,238	827,126,528	0.363	0.313	1.178	23,920.5	6,734,851,584	6,398,600
ZTO	2021-06-25	0.07	0.02	14,277,238	827,128,960	0.362	0.293	1.241	25,409.400391	6,800,430,592	2,981,800
ZTO	2021-07-02	0.104	0.034	15,259,591	827,126,336	0.376	0.272	0.95	24,234.800781	6,866,009,088	2,221,000
ZTO	2021-07-09	0.086	-0.019	15,259,591	827,128,576	0.376	0.291	0.726	24,052.900391	6,931,588,096	3,832,000
ZTO	2021-07-16	0.095	0.009	14,246,267	827,129,152	0.384	0.289	1.097	24,143.900391	6,997,166,592	1,898,599.875
ZTO	2021-07-23	0.118	0.023	14,246,267	827,126,016	0.384	0.266	1.122	23,167.800781	7,062,745,088	2,958,400
ZTO	2021-07-30	0.079	-0.04	15,031,494	827,128,576	0.402	0.323	1.014	22,382.099609	7,128,324,096	7,112,400
ZTO	2021-08-06	0.118	0.04	15,031,494	827,129,024	0.402	0.284	1.055	23,076.900391	7,193,902,592	5,155,800
ZTO	2021-08-13	0.119	0.001	15,031,494	827,126,080	0.403	0.284	1.106	22,506.099609	7,259,481,088	3,192,600
ZTO	2021-08-20	0.124	0.005	18,277,664	827,003,072	0.449	0.325	0.841	21,882.5	7,325,060,096	5,582,400
ZTO	2021-08-27	0.128	0.004	18,277,664	827,003,072	0.449	0.321	0.748	21,551.699219	7,330,110,976	4,872,200
ZTO	2021-09-03	0.133	0.005	19,144,580	827,003,904	0.457	0.323	0.687	25,504.800781	7,335,161,856	4,956,000.5
ZTO	2021-09-10	0.162	0.028	19,144,580	827,002,560	0.457	0.295	0.993	25,438.599609	7,340,213,248	4,061,250
ZTO	2021-09-17	0.149	-0.013	17,559,412	827,002,944	0.438	0.289	0.617	25,496.5	7,345,263,616	2,222,400
ZTO	2021-09-24	0.092	-0.057	17,559,412	827,002,560	0.439	0.347	0.675	26,182.900391	7,350,315,008	2,146,000
ZTO	2021-10-01	0.178	0.086	17,041,248	827,003,328	0.432	0.254	0.735	24,892.800781	7,355,365,888	2,547,400
ZTO	2021-10-08	0.135	-0.043	17,041,248	827,004,160	0.432	0.297	0.79	26,224.300781	7,360,416,768	1,584,199.875
ZTO	2021-10-15	0.161	0.026	15,614,190	827,001,664	0.412	0.25	0.833	25,843.800781	7,365,468,160	1,397,799.875
ZTO	2021-10-22	0.128	-0.034	15,614,190	827,001,984	0.412	0.284	0.929	25,570.900391	7,370,519,040	1,849,600
ZTO	2021-10-29	0.218	0.09	15,614,190	827,003,072	0.412	0.194	0.721	24,256	7,375,569,920	1,578,200.125
ZTO	2021-11-05	0.127	-0.091	14,877,097	827,004,352	0.398	0.272	1.114	23,023.800781	7,380,620,800	2,082,000
ZTO	2021-11-12	0.158	0.031	14,877,097	827,003,392	0.399	0.241	0.886	23,983.099609	7,385,672,192	1,454,200.125
ZTO	2021-11-19	0.147	-0.011	14,392,440	808,448,320	0.402	0.255	0.939	26,363.5	7,390,723,072	6,179,800
ZTO	2021-11-26	0.121	-0.027	14,392,440	808,447,296	0.402	0.282	0.877	24,940.599609	7,498,181,632	4,165,500
ZTO	2021-12-03	0.159	0.038	14,987,859	808,447,680	0.427	0.268	0.871	23,331.800781	7,605,640,192	5,597,800
ZTO	2021-12-10	0.115	-0.044	14,987,859	808,446,912	0.426	0.312	0.972	25,506.5	7,713,098,752	3,482,200
ZTO	2021-12-17	0.169	0.054	14,179,087	808,448,832	0.412	0.243	1.093	22,515.300781	7,820,557,312	4,034,800.25
ZTO	2021-12-24	0.104	-0.065	14,179,087	808,448,896	0.412	0.308	0.694	22,151.5	7,928,015,872	2,481,250
ZTO	2021-12-31	0.112	0.008	12,153,784	808,447,936	0.371	0.259	1.084	22,814.400391	8,035,474,432	1,875,600
ZTO	2022-01-07	0.106	-0.006	12,153,784	808,450,048	0.371	0.265	0.984	22,741.699219	8,142,932,992	2,446,600
ZTO	2022-01-14	0.083	-0.023	12,153,784	808,448,640	0.37	0.287	1.127	25,223.599609	8,250,391,552	3,933,800
ZTO	2022-01-21	0.07	-0.013	10,938,477	808,449,216	0.352	0.282	1.65	23,251	8,357,850,112	2,542,250
ZTO	2022-01-28	0.072	0.002	10,938,477	808,449,216	0.352	0.28	1.135	22,782.099609	8,465,308,672	2,456,800
ZTO	2022-02-04	0.071	-0.001	11,150,129	808,447,680	0.352	0.281	1.609	24,269.599609	8,572,767,232	1,397,799.875
ZTO	2022-02-11	0.108	0.037	11,150,129	808,447,232	0.351	0.244	1.03	24,730.400391	8,680,225,792	1,768,800
ZTO	2022-02-18	0.133	0.026	11,825,834	808,448,832	0.357	0.223	0.76	24,132.199219	8,787,684,352	1,975,800.125
ZTO	2022-02-25	0.063	-0.07	11,825,834	808,449,600	0.357	0.293	0.879	23,412.699219	8,895,142,912	2,800,000
ZTO	2022-03-04	0.075	0.012	12,060,411	808,449,728	0.347	0.272	0.943	22,474.900391	9,002,601,472	2,011,600
ZTO	2022-03-11	0.041	-0.034	12,060,411	808,447,296	0.347	0.306	1.062	18,327.5	9,110,060,032	5,713,200
ZTO	2022-03-18	0.058	0.017	11,586,895	808,448,384	0.338	0.279	1.461	21,205.599609	9,217,518,592	7,955,999.5
ZTO	2022-03-25	0.032	-0.026	11,586,895	808,446,720	0.338	0.306	0.844	20,558.800781	9,217,518,592	2,654,000.25
ZTO	2022-04-01	0.04	0.007	11,023,276	808,448,448	0.32	0.28	1.264	20,841.800781	9,217,518,592	2,442,600
ZTO	2022-04-08	0.004	-0.036	11,023,276	808,448,960	0.32	0.316	1.503	20,744.800781	9,217,518,592	4,289,600
ZTO	2022-04-15	-0.017	-0.021	9,159,058	808,449,280	0.29	0.307	2.053	21,270.300781	9,217,518,592	4,820,750
ZTO	2022-04-22	-0.038	-0.021	9,159,058	808,447,680	0.29	0.328	1.418	18,853	9,217,518,592	3,987,400
ZTO	2022-04-29	-0.043	-0.005	8,582,155	808,447,808	0.278	0.321	1.84	22,240.400391	9,217,518,592	4,282,400
ZTO	2022-05-06	-0.059	-0.016	8,582,155	808,448,832	0.278	0.337	1.655	20,639.699219	8,889,151,488	3,299,000
ZTO	2022-05-13	-0.06	-0.001	8,582,155	808,448,512	0.278	0.338	1.115	20,478	8,560,784,384	2,543,000
ZTO	2022-05-20	0.017	0.077	11,919,172	808,449,664	0.34	0.323	1.239	20,494.199219	8,232,417,280	1,899,600
ZTO	2022-05-27	0.008	-0.009	11,919,172	808,691,968	0.34	0.332	1.072	20,031.300781	7,904,050,176	2,580,400.25
ZTO	2022-06-03	0.051	0.043	13,075,797	808,691,072	0.346	0.295	0.909	20,880.400391	7,966,769,152	3,791,250
ZTO	2022-06-10	0.018	-0.034	13,075,797	808,690,048	0.346	0.328	0.969	20,742.900391	8,029,487,616	2,697,200.25
ZTO	2022-06-17	-0.006	-0.024	10,425,418	808,691,072	0.297	0.303	1.43	19,400.5	8,092,206,592	2,698,200
ZTO	2022-06-24	-0.007	-0.001	10,425,418	808,691,584	0.297	0.304	1.024	21,632.5	8,154,925,568	2,911,250
ZTO	2022-07-01	-0.025	-0.018	10,326,388	808,689,536	0.288	0.313	1.182	21,535.400391	8,217,644,544	2,904,600
ZTO	2022-07-08	-0.023	0.002	10,326,388	808,691,072	0.288	0.311	1.317	21,745.699219	8,280,363,520	2,230,000.25
ZTO	2022-07-15	-0.062	-0.039	8,258,177	808,691,072	0.251	0.313	1.445	21,066.400391	8,343,082,496	2,257,999.75
ZTO	2022-07-22	-0.081	-0.019	8,258,177	808,689,920	0.25	0.331	1.159	20,864.199219	8,405,801,472	2,008,600.125
ZTO	2022-07-29	-0.031	0.05	8,258,177	808,690,944	0.251	0.282	1.586	20,694.400391	8,468,520,448	1,030,400
ZTO	2022-08-05	-0.006	0.025	9,890,915	808,692,864	0.28	0.286	1.138	21,406.099609	8,531,238,912	1,189,200
ZTO	2022-08-12	0.007	0.013	9,890,915	808,692,352	0.28	0.273	0.977	21,026	8,593,957,888	1,618,400
ZTO	2022-08-19	-0.032	-0.039	7,576,159	809,732,736	0.247	0.278	2.155	21,506.5	8,656,676,864	2,063,800.125
ZTO	2022-08-26	-0.1	-0.068	7,576,159	809,735,040	0.246	0.346	2.619	20,777.800781	8,677,267,456	7,305,800
ZTO	2022-09-02	-0.086	0.013	7,636,995	809,734,208	0.249	0.335	1.505	21,320.300781	8,697,858,048	3,687,800
ZTO	2022-09-09	-0.086	0.001	7,636,995	809,734,976	0.248	0.334	1.634	21,692.800781	8,718,447,616	3,277,000
ZTO	2022-09-16	0.022	0.108	14,121,513	809,734,976	0.363	0.341	1.134	21,692.800781	8,739,038,208	4,179,599.75
ZTO	2022-09-23	0.031	0.009	14,121,513	809,731,456	0.363	0.333	0.793	19,595.5	8,759,628,800	2,520,200
ZTO	2022-09-30	0.07	0.039	18,057,000	809,733,632	0.411	0.341	0.917	19,457.900391	8,780,219,392	2,662,600
ZTO	2022-10-07	0.074	0.004	18,057,000	809,734,528	0.412	0.337	0.571	19,522.699219	8,800,809,984	2,337,200.25

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