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	2023-01-06	0.152	-0.082	19,569,662	809,732,224	0.452	0.301	0.613	22,372.900391	9,292,336,128	2,231,500
ZTO	2023-01-13	0.179	0.027	19,569,662	809,731,520	0.452	0.273	0.527	23,223.099609	9,350,235,136	2,569,400
ZTO	2023-01-20	0.182	0.003	20,028,082	809,732,480	0.452	0.27	0.619	23,004.5	9,408,134,144	2,019,000.125
ZTO	2023-01-27	0.159	-0.023	20,028,082	809,732,032	0.452	0.293	0.458	23,571.300781	9,466,033,152	1,240,000
ZTO	2023-02-03	0.05	-0.11	15,171,109	809,731,456	0.391	0.341	0.818	23,215	9,523,931,136	2,052,199.875
ZTO	2023-02-10	0.091	0.042	15,171,109	809,734,336	0.39	0.299	0.963	22,243.400391	9,581,832,192	2,037,200
ZTO	2023-02-17	0.141	0.05	17,389,662	809,732,096	0.428	0.287	0.736	20,251.400391	9,639,731,200	2,911,600.25
ZTO	2023-02-24	0.119	-0.023	17,389,662	809,734,080	0.429	0.31	0.613	19,798	9,697,630,208	2,373,750
ZTO	2023-03-03	0.058	-0.061	16,760,186	809,733,056	0.426	0.368	0.922	20,016.599609	9,755,529,216	5,734,600
ZTO	2023-03-10	0.082	0.024	16,760,186	809,731,904	0.428	0.346	0.689	20,842.5	9,813,428,224	2,785,800
ZTO	2023-03-17	0.101	0.02	19,305,780	809,599,232	0.456	0.355	0.845	23,033.099609	9,871,327,232	3,986,400
ZTO	2023-03-24	0.111	0.01	19,305,780	809,600,128	0.457	0.346	1.061	23,081.699219	9,871,327,232	3,181,400
ZTO	2023-03-31	0.119	0.007	17,629,228	809,602,240	0.427	0.308	0.621	23,203.199219	9,871,327,232	2,356,400.25
ZTO	2023-04-07	0.093	-0.025	17,629,228	809,602,432	0.427	0.333	0.832	23,211.300781	9,871,327,232	1,833,750
ZTO	2023-04-14	0.154	0.06	17,629,228	809,602,304	0.427	0.273	0.802	23,000.800781	9,871,327,232	2,065,200
ZTO	2023-04-21	0.1	-0.053	18,144,952	815,271,360	0.427	0.327	0.761	22,982.5	9,871,327,232	1,632,600.125
ZTO	2023-04-28	0.111	0.011	18,144,952	815,270,912	0.427	0.315	0.636	22,566.699219	9,649,304,576	2,580,000
ZTO	2023-05-05	0.097	-0.014	18,986,104	815,271,872	0.437	0.34	0.821	22,640.099609	9,427,282,944	1,775,200
ZTO	2023-05-12	0.108	0.011	18,986,104	815,271,488	0.439	0.331	0.792	23,121.099609	9,205,261,312	4,016,200
ZTO	2023-05-19	0.123	0.015	17,766,214	808,963,456	0.428	0.305	0.736	23,257.699219	8,983,238,656	4,783,200.5
ZTO	2023-05-26	0.087	-0.036	17,766,214	808,964,480	0.428	0.342	0.695	21,874.400391	9,033,711,616	2,553,600
ZTO	2023-06-02	0.084	-0.002	17,539,666	808,963,904	0.424	0.34	0.852	21,316.199219	9,084,183,552	4,509,250
ZTO	2023-06-09	0.09	0.006	17,539,666	808,963,072	0.424	0.334	0.716	21,922.900391	9,134,655,488	1,491,800.125
ZTO	2023-06-16	0.125	0.034	15,694,335	808,965,760	0.399	0.274	0.921	22,214.199219	9,185,128,448	3,060,400.25
ZTO	2023-06-23	0.049	-0.076	15,694,335	808,963,200	0.4	0.35	1.199	20,442.5	9,235,600,384	3,209,750
ZTO	2023-06-30	0.083	0.034	15,716,135	808,963,392	0.397	0.314	1.105	20,288.800781	9,286,073,344	2,742,600
ZTO	2023-07-07	0.083	0	15,716,135	808,963,456	0.397	0.314	0.874	20,135.099609	9,336,545,280	2,456,000
ZTO	2023-07-14	0.134	0.05	15,716,135	808,963,776	0.397	0.264	0.718	21,939.099609	9,387,017,216	2,430,600
ZTO	2023-07-21	0.116	-0.017	17,277,656	808,965,120	0.427	0.311	0.657	21,105.900391	9,437,490,176	1,398,800
ZTO	2023-07-28	0.122	0.006	17,277,656	808,963,904	0.427	0.305	0.811	22,642.900391	9,487,962,112	2,413,199.75
ZTO	2023-08-04	0.165	0.042	17,350,220	808,966,016	0.431	0.267	0.924	21,672.199219	9,538,435,072	1,836,199.875
ZTO	2023-08-11	0.12	-0.044	17,350,220	808,963,136	0.433	0.313	0.762	20,830.800781	9,588,907,008	1,600,800
ZTO	2023-08-18	0.173	0.052	17,143,860	808,963,456	0.441	0.268	0.63	19,512.199219	9,639,378,944	2,627,200
ZTO	2023-08-25	0.17	-0.003	17,143,860	808,962,688	0.441	0.271	0.827	19,730.599609	9,689,851,904	2,954,800.25
ZTO	2023-09-01	0.143	-0.028	18,067,462	808,914,880	0.452	0.31	0.854	20,425.099609	9,740,323,840	4,127,400
ZTO	2023-09-08	0.164	0.021	18,067,462	808,917,568	0.452	0.289	0.574	19,802.300781	9,679,923,200	2,750,000.25
ZTO	2023-09-15	0.191	0.027	18,571,800	808,915,008	0.458	0.267	0.641	20,352.300781	9,619,522,560	5,032,800.5
ZTO	2023-09-22	0.174	-0.017	18,571,800	808,916,608	0.459	0.285	0.668	19,786.099609	9,559,121,920	2,927,000
ZTO	2023-09-29	0.23	0.056	18,571,800	808,916,032	0.46	0.23	0.633	19,551.5	9,498,723,328	1,830,800
ZTO	2023-10-06	0.191	-0.039	20,414,626	808,915,072	0.477	0.286	0.716	19,907.400391	9,438,321,664	1,917,600
ZTO	2023-10-13	0.206	0.015	20,414,626	808,915,136	0.477	0.271	0.629	19,535.300781	9,377,921,024	1,904,199.875
ZTO	2023-10-20	0.256	0.05	21,225,844	808,915,712	0.489	0.233	0.556	19,098.5	9,317,520,384	1,949,600
ZTO	2023-10-27	0.232	-0.025	21,225,844	808,917,248	0.489	0.257	0.744	19,050	9,257,119,744	2,368,800
ZTO	2023-11-03	0.222	-0.01	20,806,714	808,917,376	0.483	0.261	0.747	19,875.099609	9,196,719,104	1,990,400
ZTO	2023-11-10	0.213	-0.009	20,806,714	808,917,824	0.483	0.271	0.544	19,511.099609	9,136,318,464	1,700,000
ZTO	2023-11-17	0.19	-0.023	20,160,040	807,082,048	0.478	0.288	0.841	18,199.699219	9,075,917,824	4,476,400
ZTO	2023-11-24	0.18	-0.009	20,160,040	807,078,848	0.478	0.298	0.603	18,014	9,161,668,608	3,211,500
ZTO	2023-12-01	0.184	0.004	20,106,668	807,081,216	0.478	0.294	0.613	17,973.699219	9,247,419,392	2,975,000
ZTO	2023-12-08	0.219	0.035	20,106,668	807,081,216	0.479	0.259	0.486	17,198.900391	9,333,170,176	3,060,800
ZTO	2023-12-15	0.197	-0.022	18,399,752	807,080,192	0.459	0.262	0.791	16,004.400391	9,418,921,984	4,455,000
ZTO	2023-12-22	0.178	-0.018	18,399,752	807,081,664	0.459	0.281	0.711	16,012.5	9,504,672,768	2,923,599.75
ZTO	2023-12-29	0.19	0.011	18,399,752	807,081,728	0.46	0.271	0.458	17,174.699219	9,590,423,552	2,356,000
ZTO	2024-01-05	0.106	-0.084	17,997,888	807,082,624	0.45	0.344	0.579	16,101.299805	9,676,174,336	2,531,250
ZTO	2024-01-12	0.152	0.046	17,997,888	807,080,704	0.451	0.298	0.833	15,399.099609	9,761,925,120	3,391,600.25
ZTO	2024-01-19	0.07	-0.082	16,223,445	807,082,880	0.438	0.368	0.666	14,027.099609	9,847,675,904	3,513,250
ZTO	2024-01-26	0.066	-0.004	16,223,445	807,083,136	0.438	0.373	0.929	13,696.200195	9,933,426,688	3,920,200
ZTO	2024-02-02	0.167	0.101	17,409,200	807,083,392	0.457	0.29	0.845	12,977.900391	10,019,177,472	3,466,800.25
ZTO	2024-02-09	0.046	-0.122	17,409,200	807,079,680	0.458	0.412	0.845	13,873.700195	10,104,928,256	3,254,400
ZTO	2024-02-16	0.096	0.05	13,228,707	807,083,392	0.389	0.294	1.067	14,914.900391	10,190,680,064	2,859,200
ZTO	2024-02-23	0.046	-0.05	13,228,707	807,080,576	0.389	0.343	0.862	15,730	10,276,430,848	4,105,500
ZTO	2024-03-01	0.064	0.018	14,995,726	807,080,320	0.408	0.344	0.826	16,391.800781	10,362,181,632	3,088,800
ZTO	2024-03-08	0.027	-0.037	14,995,726	807,080,448	0.408	0.381	1.126	16,254.599609	10,447,932,416	5,295,000
ZTO	2024-03-15	0.107	0.08	15,587,868	807,079,360	0.417	0.31	0.926	17,602.400391	10,533,683,200	5,572,200
ZTO	2024-03-22	0.035	-0.072	15,587,868	806,079,936	0.419	0.384	0.927	16,943.800781	10,619,433,984	6,460,800
ZTO	2024-03-29	0.093	0.058	15,587,868	806,084,032	0.419	0.327	0.963	16,879.400391	10,619,433,984	4,343,500
ZTO	2024-04-05	0.103	0.01	16,754,213	806,081,344	0.425	0.322	0.642	16,847.099609	10,619,433,984	3,061,000
ZTO	2024-04-12	0.12	0.017	18,621,488	806,079,936	0.457	0.337	0.958	15,525.099609	10,619,433,984	4,490,399.5
ZTO	2024-04-19	0.143	0.024	18,621,488	806,083,200	0.457	0.313	0.683	16,073.299805	10,619,433,984	4,388,800
ZTO	2024-04-26	0.141	-0.002	18,621,488	806,080,448	0.456	0.315	0.788	17,419.400391	10,454,577,152	5,432,000
ZTO	2024-05-03	0.127	-0.014	18,088,824	806,080,064	0.448	0.321	0.819	17,314.599609	10,289,720,320	2,970,200
ZTO	2024-05-10	0.102	-0.025	18,088,824	806,081,536	0.448	0.347	0.55	16,806.800781	10,124,863,488	3,358,799.75
ZTO	2024-05-17	0.087	-0.014	18,066,492	804,936,960	0.446	0.359	0.796	19,793.400391	9,960,005,632	6,290,000
ZTO	2024-05-24	0.093	0.006	18,066,492	804,937,728	0.447	0.354	0.88	19,382.900391	10,014,716,928	4,193,600
ZTO	2024-05-31	0.101	0.008	18,435,288	804,936,320	0.452	0.351	0.87	18,344.5	10,069,428,224	3,473,000
ZTO	2024-06-07	0.112	0.011	18,435,288	804,936,640	0.448	0.336	0.799	19,044.800781	10,124,139,520	2,217,200.25
ZTO	2024-06-14	0.094	-0.017	18,435,288	804,937,728	0.448	0.354	0.909	18,078.900391	10,178,850,816	2,351,600.25
ZTO	2024-06-21	0.163	0.069	20,050,320	804,934,336	0.473	0.31	0.481	17,161.199219	10,233,562,112	2,313,250
ZTO	2024-06-28	0.139	-0.024	20,050,320	804,934,912	0.474	0.335	0.695	16,702.400391	10,288,273,408	2,392,000
ZTO	2024-07-05	0.12	-0.019	17,671,456	804,937,472	0.424	0.305	0.742	16,106.799805	10,342,984,704	2,202,500
ZTO	2024-07-12	0.129	0.009	17,671,456	804,934,080	0.425	0.296	0.799	16,493.099609	10,397,696,000	2,194,400
ZTO	2024-07-19	0.166	0.037	16,462,694	804,936,704	0.405	0.239	0.675	15,897.5	10,452,407,296	2,056,800
ZTO	2024-07-26	0.073	-0.093	16,462,694	804,934,784	0.405	0.332	0.736	15,430.599609	10,507,118,592	2,836,600
ZTO	2024-08-02	0.081	0.008	19,076,088	804,937,280	0.447	0.365	0.53	14,754.5	10,561,829,888	2,143,400
ZTO	2024-08-09	0.117	0.036	19,076,088	804,934,400	0.448	0.331	0.735	15,937.700195	10,616,541,184	2,766,600
ZTO	2024-08-16	0.126	0.01	16,630,930	804,933,888	0.423	0.296	0.814	15,841.099609	10,671,252,480	1,411,000.125
ZTO	2024-08-23	0.082	-0.044	16,630,930	806,666,624	0.423	0.341	0.926	16,601.199219	10,725,963,776	2,234,200
ZTO	2024-08-30	0.102	0.02	15,049,175	806,669,760	0.392	0.29	0.734	17,295	10,722,046,976	2,647,200
ZTO	2024-09-06	0.121	0.019	15,049,175	806,666,688	0.392	0.271	0.972	17,399.800781	10,718,131,200	2,608,500
ZTO	2024-09-13	0.11	-0.011	15,049,175	806,669,760	0.393	0.283	0.842	17,754.800781	10,714,214,400	2,510,400
ZTO	2024-09-20	0.127	0.017	17,221,834	806,668,160	0.422	0.295	0.821	17,625.699219	10,710,297,600	2,238,799.75
ZTO	2024-09-27	0.092	-0.035	17,221,834	806,666,688	0.423	0.331	0.747	19,456.800781	10,706,380,800	4,381,200
ZTO	2024-10-04	0.019	-0.073	13,240,921	806,669,120	0.354	0.335	1.14	21,772	10,702,464,000	5,550,600
ZTO	2024-10-11	-0.005	-0.024	13,240,921	806,667,968	0.354	0.359	1.184	20,965.300781	10,698,547,200	2,552,200
ZTO	2024-10-18	0.118	0.123	17,421,900	806,666,688	0.429	0.311	0.122	20,303.800781	10,694,631,424	2,121,800
ZTO	2024-10-25	0.101	-0.017	17,421,900	806,669,440	0.43	0.33	0.981	19,545.599609	10,690,714,624	1,523,399.875
ZTO	2024-11-01	0.152	0.052	18,325,466	806,669,568	0.448	0.296	0.573	18,626	10,686,797,824	1,917,200
ZTO	2024-11-08	0.148	-0.005	18,325,466	806,669,696	0.45	0.302	0.706	17,706.400391	10,682,881,024	2,033,400.125
ZTO	2024-11-15	0.189	0.042	20,631,938	806,668,288	0.49	0.301	0.702	16,996.5	10,678,964,224	3,191,600.25
ZTO	2024-11-22	0.142	-0.047	20,631,938	804,564,288	0.491	0.349	0.857	15,512	10,675,048,448	4,361,200
ZTO	2024-11-29	0.189	0.047	20,631,938	804,563,200	0.491	0.302	0.617	15,286.700195	10,807,086,080	4,382,500

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