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	2021-02-05	0.075	-0.007	13,987,472	781,948,480	0.41	0.334	0.963	27,649.699219	7,685,976,576	3,648,399.75
ZTO	2021-02-12	0.054	-0.021	13,987,472	781,946,496	0.409	0.355	1.154	30,089.300781	7,781,171,200	4,292,800
ZTO	2021-02-19	0.122	0.068	15,878,476	781,946,944	0.447	0.324	1.065	28,877.300781	7,876,365,824	2,698,750
ZTO	2021-02-26	0.129	0.007	15,878,476	781,947,200	0.447	0.318	0.651	26,382.900391	7,971,560,448	2,305,600
ZTO	2021-03-05	0.143	0.014	16,683,178	781,947,968	0.458	0.315	0.681	27,336.900391	8,066,755,072	2,252,600
ZTO	2021-03-12	0.146	0.003	16,683,178	781,947,392	0.458	0.311	0.963	25,859	8,161,949,184	2,406,799.75
ZTO	2021-03-19	0.075	-0.071	14,348,943	828,871,040	0.394	0.319	1.178	23,714	8,257,143,808	4,608,200
ZTO	2021-03-26	0.054	-0.021	14,348,943	828,870,272	0.394	0.339	1.172	23,772	8,257,143,808	6,588,200
ZTO	2021-04-02	0.096	0.042	16,933,494	828,870,400	0.428	0.332	0.929	24,949	8,257,143,808	5,075,000
ZTO	2021-04-09	0.099	0.003	16,933,494	828,868,800	0.426	0.328	0.183	23,374.099609	8,257,143,808	3,094,600
ZTO	2021-04-16	0.035	-0.063	15,293,029	828,870,464	0.396	0.361	0.988	24,509.699219	8,257,143,808	3,594,600
ZTO	2021-04-23	0.057	0.021	15,293,029	828,869,312	0.396	0.339	0.952	26,755.900391	8,257,143,808	4,582,800
ZTO	2021-04-30	0.065	0.008	15,547,400	828,871,296	0.393	0.328	0.881	26,656.5	7,810,992,128	3,616,399.75
ZTO	2021-05-07	0.101	0.036	15,547,400	828,870,464	0.392	0.291	0.705	26,490.699219	7,364,840,448	1,967,399.875
ZTO	2021-05-14	0.063	-0.038	15,547,400	828,871,232	0.394	0.331	0.893	25,554.099609	6,918,688,768	3,494,400
ZTO	2021-05-21	0.132	0.07	17,946,136	827,127,744	0.437	0.304	0.698	26,492.900391	6,472,537,088	2,804,000
ZTO	2021-05-28	0.133	0.001	17,946,136	827,126,848	0.437	0.304	0.664	26,542.5	6,538,115,584	3,109,600
ZTO	2021-06-04	0.107	-0.026	15,587,521	827,128,064	0.385	0.278	1.182	26,352.300781	6,603,694,592	3,241,750
ZTO	2021-06-11	0.092	-0.015	15,587,521	827,126,528	0.386	0.294	1.114	26,137.199219	6,669,273,088	2,032,800
ZTO	2021-06-18	0.035	-0.057	14,277,238	827,126,528	0.361	0.326	0.903	23,920.5	6,734,851,584	6,398,600
ZTO	2021-06-25	0.056	0.021	14,277,238	827,128,960	0.361	0.304	1.15	25,409.400391	6,800,430,592	2,981,800
ZTO	2021-07-02	0.11	0.054	15,259,591	827,126,336	0.374	0.264	0.792	24,234.800781	6,866,009,088	2,221,000
ZTO	2021-07-09	0.07	-0.04	15,259,591	827,128,576	0.375	0.304	0.811	24,052.900391	6,931,588,096	3,832,000
ZTO	2021-07-16	0.102	0.032	14,246,267	827,129,152	0.382	0.28	0.826	24,143.900391	6,997,166,592	1,898,599.875
ZTO	2021-07-23	0.118	0.016	14,246,267	827,126,016	0.382	0.264	1.112	23,167.800781	7,062,745,088	2,958,400
ZTO	2021-07-30	0.074	-0.044	15,031,494	827,128,576	0.399	0.325	1.243	22,382.099609	7,128,324,096	7,112,400
ZTO	2021-08-06	0.111	0.037	15,031,494	827,129,024	0.399	0.288	0.997	23,076.900391	7,193,902,592	5,155,800
ZTO	2021-08-13	0.123	0.013	15,031,494	827,126,080	0.4	0.277	0.952	22,506.099609	7,259,481,088	3,192,600
ZTO	2021-08-20	0.119	-0.004	18,277,664	827,003,072	0.446	0.327	0.815	21,882.5	7,325,060,096	5,582,400
ZTO	2021-08-27	0.102	-0.017	18,277,664	827,003,072	0.446	0.344	0.858	21,551.699219	7,330,110,976	4,872,200
ZTO	2021-09-03	0.11	0.007	19,144,580	827,003,904	0.453	0.343	0.597	25,504.800781	7,335,161,856	4,956,000.5
ZTO	2021-09-10	0.167	0.057	19,144,580	827,002,560	0.454	0.286	0.713	25,438.599609	7,340,213,248	4,061,250
ZTO	2021-09-17	0.159	-0.008	17,559,412	827,002,944	0.435	0.275	0.656	25,496.5	7,345,263,616	2,222,400
ZTO	2021-09-24	0.083	-0.076	17,559,412	827,002,560	0.435	0.352	0.629	26,182.900391	7,350,315,008	2,146,000
ZTO	2021-10-01	0.18	0.097	17,041,248	827,003,328	0.428	0.249	0.571	24,892.800781	7,355,365,888	2,547,400
ZTO	2021-10-08	0.117	-0.063	17,041,248	827,004,160	0.429	0.312	0.704	26,224.300781	7,360,416,768	1,584,199.875
ZTO	2021-10-15	0.162	0.045	15,614,190	827,001,664	0.409	0.247	0.667	25,843.800781	7,365,468,160	1,397,799.875
ZTO	2021-10-22	0.11	-0.051	15,614,190	827,001,984	0.408	0.298	0.872	25,570.900391	7,370,519,040	1,849,600
ZTO	2021-10-29	0.223	0.112	15,614,190	827,003,072	0.409	0.186	0.635	24,256	7,375,569,920	1,578,200.125
ZTO	2021-11-05	0.139	-0.084	14,877,097	827,004,352	0.395	0.256	0.985	23,023.800781	7,380,620,800	2,082,000
ZTO	2021-11-12	0.162	0.024	14,877,097	827,003,392	0.396	0.234	0.77	23,983.099609	7,385,672,192	1,454,200.125
ZTO	2021-11-19	0.15	-0.013	14,392,440	808,448,320	0.399	0.249	1.187	26,363.5	7,390,723,072	6,179,800
ZTO	2021-11-26	0.123	-0.026	14,392,440	808,447,296	0.399	0.276	0.846	24,940.599609	7,498,181,632	4,165,500
ZTO	2021-12-03	0.123	-0	14,987,859	808,447,680	0.423	0.301	1.119	23,331.800781	7,605,640,192	5,597,800
ZTO	2021-12-10	0.092	-0.031	14,987,859	808,446,912	0.423	0.331	0.838	25,506.5	7,713,098,752	3,482,200
ZTO	2021-12-17	0.139	0.047	14,179,087	808,448,832	0.408	0.27	1.277	22,515.300781	7,820,557,312	4,034,800.25
ZTO	2021-12-24	0.081	-0.057	14,179,087	808,448,896	0.408	0.327	0.988	22,151.5	7,928,015,872	2,481,250
ZTO	2021-12-31	0.098	0.016	12,153,784	808,447,936	0.367	0.27	0.944	22,814.400391	8,035,474,432	1,875,600
ZTO	2022-01-07	0.068	-0.029	12,153,784	808,450,048	0.367	0.299	0.966	22,741.699219	8,142,932,992	2,446,600
ZTO	2022-01-14	0.107	0.039	12,153,784	808,448,640	0.367	0.26	1.204	25,223.599609	8,250,391,552	3,933,800
ZTO	2022-01-21	0.077	-0.03	10,938,477	808,449,216	0.349	0.272	0.971	23,251	8,357,850,112	2,542,250
ZTO	2022-01-28	0.048	-0.029	10,938,477	808,449,216	0.348	0.3	0.881	22,782.099609	8,465,308,672	2,456,800
ZTO	2022-02-04	0.069	0.02	11,150,129	808,447,680	0.348	0.28	1.15	24,269.599609	8,572,767,232	1,397,799.875
ZTO	2022-02-11	0.076	0.008	11,150,129	808,447,232	0.348	0.271	1.299	24,730.400391	8,680,225,792	1,768,800
ZTO	2022-02-18	0.131	0.055	11,825,834	808,448,832	0.353	0.222	1.062	24,132.199219	8,787,684,352	1,975,800.125
ZTO	2022-02-25	0.074	-0.057	11,825,834	808,449,600	0.353	0.279	1.222	23,412.699219	8,895,142,912	2,800,000
ZTO	2022-03-04	0.084	0.01	12,060,411	808,449,728	0.344	0.26	1	22,474.900391	9,002,601,472	2,011,600
ZTO	2022-03-11	0.034	-0.05	12,060,411	808,447,296	0.344	0.31	1.81	18,327.5	9,110,060,032	5,713,200
ZTO	2022-03-18	0.062	0.028	11,586,895	808,448,384	0.334	0.273	1.411	21,205.599609	9,217,518,592	7,955,999.5
ZTO	2022-03-25	-0.01	-0.071	11,586,895	808,446,720	0.334	0.344	0.972	20,558.800781	9,217,518,592	2,654,000.25
ZTO	2022-04-01	-0.001	0.009	11,023,276	808,448,448	0.317	0.318	0.985	20,841.800781	9,217,518,592	2,442,600
ZTO	2022-04-08	-0.013	-0.012	11,023,276	808,448,960	0.317	0.33	1.68	20,744.800781	9,217,518,592	4,289,600
ZTO	2022-04-15	0.014	0.026	9,159,058	808,449,280	0.288	0.274	1.465	21,270.300781	9,217,518,592	4,820,750
ZTO	2022-04-22	-0.055	-0.068	9,159,058	808,447,680	0.287	0.342	1.368	18,853	9,217,518,592	3,987,400
ZTO	2022-04-29	-0.061	-0.007	8,582,155	808,447,808	0.276	0.337	1.834	22,240.400391	9,217,518,592	4,282,400
ZTO	2022-05-06	-0.102	-0.041	8,582,155	808,448,832	0.276	0.378	1.422	20,639.699219	8,889,151,488	3,299,000
ZTO	2022-05-13	-0.091	0.011	8,582,155	808,448,512	0.276	0.367	1.243	20,478	8,560,784,384	2,543,000
ZTO	2022-05-20	-0.005	0.086	11,919,172	808,449,664	0.336	0.342	1.431	20,494.199219	8,232,417,280	1,899,600
ZTO	2022-05-27	-0.011	-0.006	11,919,172	808,691,968	0.336	0.348	1.52	20,031.300781	7,904,050,176	2,580,400.25
ZTO	2022-06-03	0.035	0.047	13,075,797	808,691,072	0.342	0.307	1.145	20,880.400391	7,966,769,152	3,791,250
ZTO	2022-06-10	-0.009	-0.044	13,075,797	808,690,048	0.342	0.351	1.154	20,742.900391	8,029,487,616	2,697,200.25
ZTO	2022-06-17	-0.035	-0.026	10,425,418	808,691,072	0.294	0.328	1.365	19,400.5	8,092,206,592	2,698,200
ZTO	2022-06-24	-0.043	-0.008	10,425,418	808,691,584	0.294	0.336	1.12	21,632.5	8,154,925,568	2,911,250
ZTO	2022-07-01	-0.052	-0.009	10,326,388	808,689,536	0.285	0.337	1.122	21,535.400391	8,217,644,544	2,904,600
ZTO	2022-07-08	-0.042	0.01	10,326,388	808,691,072	0.285	0.327	1.481	21,745.699219	8,280,363,520	2,230,000.25
ZTO	2022-07-15	-0.067	-0.025	8,258,177	808,691,072	0.248	0.315	1.489	21,066.400391	8,343,082,496	2,257,999.75
ZTO	2022-07-22	-0.11	-0.044	8,258,177	808,689,920	0.248	0.358	1.454	20,864.199219	8,405,801,472	2,008,600.125
ZTO	2022-07-29	-0.031	0.079	8,258,177	808,690,944	0.248	0.28	1.05	20,694.400391	8,468,520,448	1,030,400
ZTO	2022-08-05	-0.012	0.019	9,890,915	808,692,864	0.277	0.29	1.271	21,406.099609	8,531,238,912	1,189,200
ZTO	2022-08-12	-0.017	-0.004	9,890,915	808,692,352	0.277	0.294	1.24	21,026	8,593,957,888	1,618,400
ZTO	2022-08-19	-0.036	-0.02	7,576,159	809,732,736	0.245	0.281	1.373	21,506.5	8,656,676,864	2,063,800.125
ZTO	2022-08-26	-0.099	-0.063	7,576,159	809,735,040	0.244	0.344	2.394	20,777.800781	8,677,267,456	7,305,800
ZTO	2022-09-02	-0.103	-0.004	7,636,995	809,734,208	0.247	0.35	1.717	21,320.300781	8,697,858,048	3,687,800
ZTO	2022-09-09	-0.096	0.008	7,636,995	809,734,976	0.246	0.342	1.51	21,692.800781	8,718,447,616	3,277,000
ZTO	2022-09-16	0.007	0.103	14,121,513	809,734,976	0.36	0.353	0.705	21,692.800781	8,739,038,208	4,179,599.75
ZTO	2022-09-23	0.023	0.016	14,121,513	809,731,456	0.36	0.337	0.777	19,595.5	8,759,628,800	2,520,200
ZTO	2022-09-30	0.049	0.027	18,057,000	809,733,632	0.407	0.357	0.801	19,457.900391	8,780,219,392	2,662,600
ZTO	2022-10-07	0.058	0.009	18,057,000	809,734,528	0.407	0.349	0.685	19,522.699219	8,800,809,984	2,337,200.25
ZTO	2022-10-14	0.057	-0.001	18,057,000	809,733,632	0.408	0.351	0.689	17,935.599609	8,821,399,552	2,215,000
ZTO	2022-10-21	0.073	0.016	21,071,998	809,734,080	0.439	0.366	0.556	17,360.699219	8,841,990,144	1,639,200
ZTO	2022-10-28	0.016	-0.057	21,071,998	809,734,848	0.439	0.423	0.833	14,048.900391	8,862,580,736	8,680,400
ZTO	2022-11-04	0.06	0.044	19,645,496	809,734,400	0.421	0.36	0.716	15,546.900391	8,883,171,328	3,130,200
ZTO	2022-11-11	0.067	0.007	19,645,496	809,731,520	0.421	0.354	0.525	17,190.599609	8,903,760,896	2,263,800
ZTO	2022-11-18	0.031	-0.036	17,723,698	809,735,168	0.403	0.372	0.604	17,733.199219	8,924,351,488	2,665,600
ZTO	2022-11-25	0.036	0.005	17,723,698	809,734,656	0.403	0.367	0.689	18,615.800781	8,944,942,080	2,579,250
ZTO	2022-12-02	0.056	0.02	15,525,055	809,731,840	0.387	0.331	1.019	20,227.099609	9,002,841,088	4,881,400
ZTO	2022-12-09	0.032	-0.024	15,525,055	809,731,776	0.387	0.355	0.77	20,826.300781	9,060,740,096	3,349,600
ZTO	2022-12-16	0.114	0.082	16,809,272	809,732,160	0.417	0.303	0.707	21,765.599609	9,118,639,104	2,699,800
ZTO	2022-12-23	0.096	-0.018	16,809,272	809,734,912	0.418	0.322	0.921	21,385.099609	9,176,538,112	1,471,200
ZTO	2022-12-30	0.233	0.137	19,569,662	809,731,968	0.452	0.219	0.629	21,757.5	9,234,438,144	912,250

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