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	2022-10-14	0.077	0.003	18,057,000	809,733,632	0.412	0.335	0.588	17,935.599609	8,821,399,552	2,215,000
ZTO	2022-10-21	0.095	0.018	21,071,998	809,734,080	0.443	0.349	0.583	17,360.699219	8,841,990,144	1,639,200
ZTO	2022-10-28	0.036	-0.059	21,071,998	809,734,848	0.444	0.408	0.61	14,048.900391	8,862,580,736	8,680,400
ZTO	2022-11-04	0.076	0.04	19,645,496	809,734,400	0.425	0.349	0.732	15,546.900391	8,883,171,328	3,130,200
ZTO	2022-11-11	0.072	-0.004	19,645,496	809,731,520	0.426	0.354	0.697	17,190.599609	8,903,760,896	2,263,800
ZTO	2022-11-18	0.043	-0.029	17,723,698	809,735,168	0.407	0.365	0.847	17,733.199219	8,924,351,488	2,665,600
ZTO	2022-11-25	0.056	0.013	17,723,698	809,734,656	0.407	0.351	0.584	18,615.800781	8,944,942,080	2,579,250
ZTO	2022-12-02	0.043	-0.013	15,525,055	809,731,840	0.391	0.348	0.857	20,227.099609	9,002,841,088	4,881,400
ZTO	2022-12-09	0.043	0	15,525,055	809,731,776	0.391	0.349	0.648	20,826.300781	9,060,740,096	3,349,600
ZTO	2022-12-16	0.103	0.061	16,809,272	809,732,160	0.422	0.319	0.651	21,765.599609	9,118,639,104	2,699,800
ZTO	2022-12-23	0.079	-0.025	16,809,272	809,734,912	0.422	0.344	0.633	21,385.099609	9,176,538,112	1,471,200
ZTO	2022-12-30	0.207	0.128	19,569,662	809,731,968	0.457	0.251	0.805	21,757.5	9,234,438,144	912,250
ZTO	2023-01-06	0.157	-0.049	19,569,662	809,732,224	0.457	0.3	0.737	22,372.900391	9,292,336,128	2,231,500
ZTO	2023-01-13	0.168	0.011	19,569,662	809,731,520	0.457	0.289	0.715	23,223.099609	9,350,235,136	2,569,400
ZTO	2023-01-20	0.169	0	20,028,082	809,732,480	0.457	0.288	0.525	23,004.5	9,408,134,144	2,019,000.125
ZTO	2023-01-27	0.172	0.004	20,028,082	809,732,032	0.457	0.284	0.681	23,571.300781	9,466,033,152	1,240,000
ZTO	2023-02-03	0.065	-0.108	15,171,109	809,731,456	0.395	0.33	0.71	23,215	9,523,931,136	2,052,199.875
ZTO	2023-02-10	0.085	0.021	15,171,109	809,734,336	0.395	0.31	0.749	22,243.400391	9,581,832,192	2,037,200
ZTO	2023-02-17	0.117	0.032	17,389,662	809,732,096	0.433	0.316	0.788	20,251.400391	9,639,731,200	2,911,600.25
ZTO	2023-02-24	0.123	0.006	17,389,662	809,734,080	0.433	0.31	0.608	19,798	9,697,630,208	2,373,750
ZTO	2023-03-03	0.088	-0.035	16,760,186	809,733,056	0.431	0.343	0.957	20,016.599609	9,755,529,216	5,734,600
ZTO	2023-03-10	0.077	-0.012	16,760,186	809,731,904	0.432	0.356	0.776	20,842.5	9,813,428,224	2,785,800
ZTO	2023-03-17	0.11	0.034	19,305,780	809,599,232	0.462	0.351	0.978	23,033.099609	9,871,327,232	3,986,400
ZTO	2023-03-24	0.157	0.047	19,305,780	809,600,128	0.463	0.306	0.699	23,081.699219	9,871,327,232	3,181,400
ZTO	2023-03-31	0.12	-0.037	17,629,228	809,602,240	0.432	0.312	0.671	23,203.199219	9,871,327,232	2,356,400.25
ZTO	2023-04-07	0.106	-0.014	17,629,228	809,602,432	0.432	0.326	0.654	23,211.300781	9,871,327,232	1,833,750
ZTO	2023-04-14	0.139	0.033	17,629,228	809,602,304	0.432	0.293	0.597	23,000.800781	9,871,327,232	2,065,200
ZTO	2023-04-21	0.131	-0.008	18,144,952	815,271,360	0.432	0.301	0.665	22,982.5	9,871,327,232	1,632,600.125
ZTO	2023-04-28	0.13	-0.001	18,144,952	815,270,912	0.432	0.302	0.581	22,566.699219	9,649,304,576	2,580,000
ZTO	2023-05-05	0.122	-0.007	18,986,104	815,271,872	0.442	0.32	0.792	22,640.099609	9,427,282,944	1,775,200
ZTO	2023-05-12	0.106	-0.016	18,986,104	815,271,488	0.445	0.338	0.605	23,121.099609	9,205,261,312	4,016,200
ZTO	2023-05-19	0.112	0.006	17,766,214	808,963,456	0.433	0.321	0.772	23,257.699219	8,983,238,656	4,783,200.5
ZTO	2023-05-26	0.093	-0.019	17,766,214	808,964,480	0.433	0.34	0.636	21,874.400391	9,033,711,616	2,553,600
ZTO	2023-06-02	0.075	-0.018	17,539,666	808,963,904	0.429	0.353	0.622	21,316.199219	9,084,183,552	4,509,250
ZTO	2023-06-09	0.094	0.019	17,539,666	808,963,072	0.429	0.335	0.908	21,922.900391	9,134,655,488	1,491,800.125
ZTO	2023-06-16	0.12	0.026	15,694,335	808,965,760	0.404	0.284	0.924	22,214.199219	9,185,128,448	3,060,400.25
ZTO	2023-06-23	0.074	-0.046	15,694,335	808,963,200	0.404	0.33	0.867	20,442.5	9,235,600,384	3,209,750
ZTO	2023-06-30	0.078	0.004	15,716,135	808,963,392	0.402	0.323	0.867	20,288.800781	9,286,073,344	2,742,600
ZTO	2023-07-07	0.086	0.008	15,716,135	808,963,456	0.402	0.316	0.644	20,135.099609	9,336,545,280	2,456,000
ZTO	2023-07-14	0.125	0.039	15,716,135	808,963,776	0.402	0.277	0.835	21,939.099609	9,387,017,216	2,430,600
ZTO	2023-07-21	0.13	0.005	17,277,656	808,965,120	0.432	0.302	0.728	21,105.900391	9,437,490,176	1,398,800
ZTO	2023-07-28	0.123	-0.007	17,277,656	808,963,904	0.432	0.309	0.672	22,642.900391	9,487,962,112	2,413,199.75
ZTO	2023-08-04	0.15	0.027	17,350,220	808,966,016	0.436	0.287	0.69	21,672.199219	9,538,435,072	1,836,199.875
ZTO	2023-08-11	0.15	0	17,350,220	808,963,136	0.438	0.288	0.589	20,830.800781	9,588,907,008	1,600,800
ZTO	2023-08-18	0.187	0.037	17,143,860	808,963,456	0.446	0.259	0.749	19,512.199219	9,639,378,944	2,627,200
ZTO	2023-08-25	0.159	-0.027	17,143,860	808,962,688	0.446	0.287	0.698	19,730.599609	9,689,851,904	2,954,800.25
ZTO	2023-09-01	0.125	-0.034	18,067,462	808,914,880	0.458	0.333	0.773	20,425.099609	9,740,323,840	4,127,400
ZTO	2023-09-08	0.199	0.074	18,067,462	808,917,568	0.458	0.258	0.816	19,802.300781	9,679,923,200	2,750,000.25
ZTO	2023-09-15	0.215	0.015	18,571,800	808,915,008	0.464	0.249	0.707	20,352.300781	9,619,522,560	5,032,800.5
ZTO	2023-09-22	0.189	-0.026	18,571,800	808,916,608	0.465	0.275	0.73	19,786.099609	9,559,121,920	2,927,000
ZTO	2023-09-29	0.223	0.034	18,571,800	808,916,032	0.466	0.243	0.856	19,551.5	9,498,723,328	1,830,800
ZTO	2023-10-06	0.201	-0.022	20,414,626	808,915,072	0.483	0.282	0.668	19,907.400391	9,438,321,664	1,917,600
ZTO	2023-10-13	0.204	0.003	20,414,626	808,915,136	0.483	0.279	0.866	19,535.300781	9,377,921,024	1,904,199.875
ZTO	2023-10-20	0.252	0.048	21,225,844	808,915,712	0.495	0.243	0.71	19,098.5	9,317,520,384	1,949,600
ZTO	2023-10-27	0.239	-0.012	21,225,844	808,917,248	0.495	0.256	0.628	19,050	9,257,119,744	2,368,800
ZTO	2023-11-03	0.231	-0.008	20,806,714	808,917,376	0.489	0.257	0.096	19,875.099609	9,196,719,104	1,990,400
ZTO	2023-11-10	0.214	-0.018	20,806,714	808,917,824	0.489	0.275	0.704	19,511.099609	9,136,318,464	1,700,000
ZTO	2023-11-17	0.203	-0.01	20,160,040	807,082,048	0.483	0.279	0.643	18,199.699219	9,075,917,824	4,476,400
ZTO	2023-11-24	0.184	-0.02	20,160,040	807,078,848	0.483	0.299	0.523	18,014	9,161,668,608	3,211,500
ZTO	2023-12-01	0.2	0.016	20,106,668	807,081,216	0.484	0.283	0.904	17,973.699219	9,247,419,392	2,975,000
ZTO	2023-12-08	0.193	-0.008	20,106,668	807,081,216	0.484	0.292	0.759	17,198.900391	9,333,170,176	3,060,800
ZTO	2023-12-15	0.182	-0.011	18,399,752	807,080,192	0.464	0.282	0.953	16,004.400391	9,418,921,984	4,455,000
ZTO	2023-12-22	0.163	-0.019	18,399,752	807,081,664	0.464	0.301	0.621	16,012.5	9,504,672,768	2,923,599.75
ZTO	2023-12-29	0.174	0.011	18,399,752	807,081,728	0.465	0.291	0.641	17,174.699219	9,590,423,552	2,356,000
ZTO	2024-01-05	0.111	-0.063	17,997,888	807,082,624	0.456	0.345	0.577	16,101.299805	9,676,174,336	2,531,250
ZTO	2024-01-12	0.151	0.04	17,997,888	807,080,704	0.456	0.305	0.754	15,399.099609	9,761,925,120	3,391,600.25
ZTO	2024-01-19	0.066	-0.084	16,223,445	807,082,880	0.444	0.378	0.829	14,027.099609	9,847,675,904	3,513,250
ZTO	2024-01-26	0.06	-0.007	16,223,445	807,083,136	0.444	0.385	0.664	13,696.200195	9,933,426,688	3,920,200
ZTO	2024-02-02	0.188	0.129	17,409,200	807,083,392	0.463	0.275	0.769	12,977.900391	10,019,177,472	3,466,800.25
ZTO	2024-02-09	0.08	-0.108	17,409,200	807,079,680	0.464	0.384	0.727	13,873.700195	10,104,928,256	3,254,400
ZTO	2024-02-16	0.119	0.039	13,228,707	807,083,392	0.394	0.275	0.886	14,914.900391	10,190,680,064	2,859,200
ZTO	2024-02-23	0.027	-0.092	13,228,707	807,080,576	0.394	0.367	1.268	15,730	10,276,430,848	4,105,500
ZTO	2024-03-01	0.074	0.047	14,995,726	807,080,320	0.414	0.339	0.881	16,391.800781	10,362,181,632	3,088,800
ZTO	2024-03-08	0.034	-0.04	14,995,726	807,080,448	0.414	0.379	0.913	16,254.599609	10,447,932,416	5,295,000
ZTO	2024-03-15	0.102	0.067	15,587,868	807,079,360	0.423	0.321	0.919	17,602.400391	10,533,683,200	5,572,200
ZTO	2024-03-22	0.047	-0.055	15,587,868	806,079,936	0.424	0.377	1.047	16,943.800781	10,619,433,984	6,460,800
ZTO	2024-03-29	0.095	0.048	15,587,868	806,084,032	0.425	0.33	1.077	16,879.400391	10,619,433,984	4,343,500
ZTO	2024-04-05	0.095	-0	16,754,213	806,081,344	0.431	0.336	1.025	16,847.099609	10,619,433,984	3,061,000
ZTO	2024-04-12	0.118	0.023	18,621,488	806,079,936	0.462	0.345	0.818	15,525.099609	10,619,433,984	4,490,399.5
ZTO	2024-04-19	0.147	0.029	18,621,488	806,083,200	0.462	0.315	0.926	16,073.299805	10,619,433,984	4,388,800
ZTO	2024-04-26	0.12	-0.027	18,621,488	806,080,448	0.462	0.342	0.66	17,419.400391	10,454,577,152	5,432,000
ZTO	2024-05-03	0.116	-0.004	18,088,824	806,080,064	0.454	0.337	1.017	17,314.599609	10,289,720,320	2,970,200
ZTO	2024-05-10	0.107	-0.009	18,088,824	806,081,536	0.454	0.347	1.222	16,806.800781	10,124,863,488	3,358,799.75
ZTO	2024-05-17	0.122	0.015	18,066,492	804,936,960	0.451	0.329	0.934	19,793.400391	9,960,005,632	6,290,000
ZTO	2024-05-24	0.117	-0.005	18,066,492	804,937,728	0.452	0.336	0.765	19,382.900391	10,014,716,928	4,193,600
ZTO	2024-05-31	0.135	0.019	18,435,288	804,936,320	0.458	0.322	0.731	18,344.5	10,069,428,224	3,473,000
ZTO	2024-06-07	0.129	-0.006	18,435,288	804,936,640	0.454	0.325	0.573	19,044.800781	10,124,139,520	2,217,200.25
ZTO	2024-06-14	0.145	0.016	18,435,288	804,937,728	0.454	0.31	0.737	18,078.900391	10,178,850,816	2,351,600.25
ZTO	2024-06-21	0.164	0.019	20,050,320	804,934,336	0.479	0.315	0.537	17,161.199219	10,233,562,112	2,313,250
ZTO	2024-06-28	0.186	0.021	20,050,320	804,934,912	0.48	0.294	0.663	16,702.400391	10,288,273,408	2,392,000
ZTO	2024-07-05	0.14	-0.046	17,671,456	804,937,472	0.43	0.29	0.71	16,106.799805	10,342,984,704	2,202,500
ZTO	2024-07-12	0.116	-0.024	17,671,456	804,934,080	0.431	0.315	0.584	16,493.099609	10,397,696,000	2,194,400
ZTO	2024-07-19	0.16	0.044	16,462,694	804,936,704	0.411	0.251	0.832	15,897.5	10,452,407,296	2,056,800
ZTO	2024-07-26	0.101	-0.059	16,462,694	804,934,784	0.411	0.31	0.629	15,430.599609	10,507,118,592	2,836,600
ZTO	2024-08-02	0.148	0.047	19,076,088	804,937,280	0.452	0.305	0.694	14,754.5	10,561,829,888	2,143,400
ZTO	2024-08-09	0.133	-0.015	19,076,088	804,934,400	0.453	0.321	0.855	15,937.700195	10,616,541,184	2,766,600
ZTO	2024-08-16	0.146	0.013	16,630,930	804,933,888	0.429	0.284	0.774	15,841.099609	10,671,252,480	1,411,000.125
ZTO	2024-08-23	0.096	-0.05	16,630,930	806,666,624	0.429	0.333	0.673	16,601.199219	10,725,963,776	2,234,200
ZTO	2024-08-30	0.094	-0.002	15,049,175	806,669,760	0.398	0.304	0.814	17,295	10,722,046,976	2,647,200
ZTO	2024-09-06	0.112	0.019	15,049,175	806,666,688	0.398	0.285	0.971	17,399.800781	10,718,131,200	2,608,500

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