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
ZLAB	2025-11-14	-0.006	0.043	4,811,176	110,593,104	0.608	0.614	0.478	2,405.399902	116,813,872	728,200
ZLAB	2025-11-21	-0.004	0.002	5,022,907	110,594,408	0.622	0.626	0.64	2,214.100098	117,532,752	643,800
ZLAB	2025-11-28	-0.023	-0.018	5,022,907	110,592,840	0.623	0.645	0.398	2,257.199951	118,251,624	1,306,000
ZLAB	2025-12-05	-0.024	-0.002	4,603,118	110,594,880	0.593	0.618	0.417	2,156.600098	118,970,496	772,000
ZLAB	2025-12-12	-0.034	-0.009	4,603,118	110,596,512	0.594	0.627	0.484	1,965.300049	119,689,376	751,200
ZLAB	2025-12-19	-0.035	-0.002	5,037,867	110,593,120	0.618	0.653	0.499	1,995.099976	120,408,248	1,299,399.875
ZLAB	2025-12-26	-0	0.035	5,037,867	110,594,648	0.618	0.619	0.632	2,027.199951	121,127,128	606,499.9375
ZLAB	2026-01-02	0.041	0.041	5,300,558	110,594,344	0.632	0.592	0.421	1,916.599976	121,846,000	554,000
ZLAB	2026-01-09	-0.02	-0.061	5,300,558	110,592,992	0.632	0.653	0.646	2,051.5	122,564,872	1,039,000
ZLAB	2026-01-16	-0.067	-0.047	4,248,996	110,592,040	0.563	0.631	0.366	2,054.800049	123,283,752	770,400
ZLAB	2026-01-23	-0.048	0.02	4,248,996	110,594,648	0.564	0.611	0.448	2,027.199951	124,002,624	627,000
ZLAB	2026-01-30	-0.075	-0.027	3,870,954	110,596,384	0.53	0.605	0.457	1,835.900024	124,721,504	696,200
ZLAB	2026-02-06	-0.124	-0.049	3,870,954	110,594,448	0.531	0.655	0.754	1,990.699951	125,440,376	1,051,200
ZLAB	2026-02-13	-0.071	0.054	3,870,954	110,594,104	0.531	0.602	0.57	2,215.199951	126,159,248	639,200
ZLAB	2026-02-20	0.004	0.074	3,588,257	110,593,808	0.501	0.497	0.682	2,216.300049	126,878,128	332,000
ZLAB	2026-02-27	-0.091	-0.095	3,588,257	110,639,952	0.501	0.592	0.83	2,126.5	127,597,000	566,400
ZLAB	2026-03-06	-0.149	-0.058	3,371,454	110,639,704	0.476	0.626	0.638	2,161.899902	124,798,400	908,600
ZLAB	2026-03-13	-0.079	0.071	3,371,454	110,642,352	0.478	0.557	0.992	2,032.5	121,999,800	431,000
ZLAB	2026-03-20	-0.095	-0.016	3,800,411	110,641,232	0.514	0.609	0.553	2,001.5	119,201,200	850,600
ZLAB	2026-03-27	-0.106	-0.011	3,800,411	110,638,888	0.518	0.624	0.454	1,991.5	116,402,600	869,400
ZLAB	2026-04-03	-0.005	0.101	4,890,948	110,641,840	0.595	0.6	0.326	2,258.199951	113,604,000	720,000
ZLAB	2026-04-10	0.012	0.017	4,890,948	110,643,136	0.595	0.583	0.786	2,288.100098	110,805,400	708,600
ZLAB	2026-04-17	-0.037	-0.049	5,332,652	110,640,752	0.61	0.648	0.55	2,676.399902	108,006,800	1,006,000
ZLAB	2026-04-24	-0.035	0.002	5,332,652	110,641,200	0.61	0.646	0.359	2,519.300049	105,208,200	881,200
ZLAB	2026-05-01	0.063	0.098	5,497,720	110,640,664	0.626	0.563	0.416	2,383.199951	102,409,600	382,000
ZLAB	2026-05-08	0.001	-0.062	5,497,720	112,354,832	0.624	0.623	0.375	2,089.800049	99,611,000	816,600
ZLAB	2026-05-15	-0.039	-0.04	4,453,973	112,355,504	0.555	0.595	0.518	2,313.399902	99,611,000	823,800
ZLAB	2026-05-22	-0.061	-0.021	4,453,973	112,353,560	0.557	0.617	0.561	2,090.899902	99,611,000	779,800
ZLAB	2026-05-29	0.04	0.101	4,453,973	112,357,264	0.557	0.517	0.705	1,987.599976	99,611,000	772,000
ZM	2019-05-17	-0.099	0	3,597,525	256,577,024	0.365	0.463	6.986	23,086.800781	117,573,088	3,054,676
ZM	2019-05-24	-0.09	0.009	3,597,525	256,577,056	0.364	0.454	5.737	19,564	119,044,728	2,728,392
ZM	2019-05-31	0.027	0.117	5,417,852	256,577,184	0.454	0.427	2.181	20,456.900391	120,516,360	1,685,987
ZM	2019-06-07	-0.004	-0.031	5,417,852	272,452,928	0.44	0.444	0.61	25,624.199219	121,988,000	3,302,589.5
ZM	2019-06-14	-0.037	-0.033	5,417,852	272,452,896	0.441	0.477	6.413	27,324.300781	123,690,712	3,492,101.75
ZM	2019-06-21	0.046	0.082	6,976,029	272,452,480	0.492	0.447	2.375	27,373.300781	125,393,432	2,485,364
ZM	2019-06-28	0.02	-0.026	6,976,029	272,452,960	0.492	0.472	2.702	24,191.099609	127,096,144	3,737,592.75
ZM	2019-07-05	0.046	0.026	7,639,596	272,452,128	0.508	0.462	2.105	25,032.900391	128,798,856	3,121,115
ZM	2019-07-12	0.071	0.025	7,639,596	272,452,288	0.508	0.437	2.72	25,419.800781	130,501,568	1,976,895.75
ZM	2019-07-19	0.071	-0	7,901,674	272,452,352	0.511	0.44	4.007	25,441.599609	132,204,288	2,410,621.75
ZM	2019-07-26	0.072	0.002	7,901,674	272,452,064	0.511	0.439	2.342	27,844.599609	133,907,000	1,983,946.625
ZM	2019-08-02	0.113	0.04	8,440,090	272,452,480	0.533	0.421	1.733	25,517.900391	135,609,712	2,005,594
ZM	2019-08-09	0.12	0.008	8,440,090	272,452,224	0.534	0.413	3.257	25,665	137,312,432	1,105,413.75
ZM	2019-08-16	0.128	0.007	8,758,951	272,452,192	0.549	0.421	2.753	25,210	139,015,136	1,114,282.375
ZM	2019-08-23	0.146	0.018	8,758,951	272,452,256	0.549	0.403	1.852	24,964.800781	140,717,856	998,078.1875
ZM	2019-08-30	0.183	0.037	9,137,532	272,452,256	0.554	0.371	3.449	24,975.699219	142,420,576	955,388.1875
ZM	2019-09-06	0.115	-0.069	9,137,532	272,452,864	0.555	0.44	2.094	23,270.199219	144,123,280	4,071,717.5
ZM	2019-09-13	0.112	-0.003	9,137,532	273,552,320	0.553	0.441	1.82	21,569.599609	145,826,000	2,982,494.5
ZM	2019-09-20	0.113	0.001	8,956,708	273,551,968	0.545	0.432	1.875	22,603.599609	147,423,456	1,869,944.75
ZM	2019-09-27	0.094	-0.018	8,956,708	273,552,096	0.545	0.45	1.782	20,800.900391	149,020,928	1,608,921
ZM	2019-10-04	0.154	0.059	10,908,666	273,551,552	0.592	0.439	1.544	20,934.900391	150,618,384	1,707,875.625
ZM	2019-10-11	0.164	0.01	10,908,666	273,551,520	0.592	0.428	1.897	19,517.900391	152,215,840	2,152,368.5
ZM	2019-10-18	0.176	0.012	12,961,435	273,551,744	0.628	0.452	2.755	18,076.300781	153,813,312	5,457,693
ZM	2019-10-25	0.158	-0.018	12,961,435	273,552,384	0.627	0.469	2.55	17,356.900391	155,410,784	3,337,511.25
ZM	2019-11-01	0.14	-0.018	12,433,176	273,551,680	0.62	0.479	1.403	19,255.300781	157,008,224	3,397,414.25
ZM	2019-11-08	0.178	0.038	12,433,176	273,551,904	0.621	0.443	1.593	19,107.599609	158,605,696	1,463,118
ZM	2019-11-15	0.055	-0.124	7,175,834	273,552,352	0.504	0.449	2.318	19,151.400391	160,203,152	1,638,759.625
ZM	2019-11-22	0.063	0.009	7,175,834	273,552,448	0.504	0.441	2.82	20,013.099609	161,800,608	2,073,140
ZM	2019-11-29	0.09	0.027	7,175,834	273,551,680	0.504	0.414	4.032	20,379.599609	163,398,080	1,415,269.25
ZM	2019-12-06	0.071	-0.019	7,860,293	273,551,136	0.526	0.454	3.126	17,162.599609	164,995,536	4,569,330
ZM	2019-12-13	0.052	-0.019	7,860,293	276,402,240	0.523	0.471	2.56	17,562.599609	166,592,992	3,725,510.25
ZM	2019-12-20	0.074	0.022	7,978,219	276,402,176	0.526	0.453	4.177	18,499.599609	168,140,000	2,327,464.5
ZM	2019-12-27	0.136	0.062	7,978,219	276,401,568	0.527	0.391	1.922	18,419.400391	169,687,008	1,142,622
ZM	2020-01-03	0.095	-0.041	6,868,859	276,401,600	0.486	0.391	3.874	18,596.300781	171,234,000	1,239,784.5
ZM	2020-01-10	0.048	-0.047	6,868,859	276,401,696	0.486	0.438	2.643	20,202.199219	172,780,992	3,403,625
ZM	2020-01-17	0.06	0.012	7,163,264	276,401,536	0.491	0.431	2.105	20,884.900391	174,328,000	2,712,823.75
ZM	2020-01-24	0.079	0.019	7,163,264	276,401,376	0.491	0.412	2.035	20,177.300781	175,875,008	1,507,431.5
ZM	2020-01-31	0.08	0.001	7,367,982	276,402,336	0.502	0.422	2.332	21,089.5	177,421,984	1,733,456.625
ZM	2020-02-07	0.022	-0.059	7,367,982	276,402,304	0.503	0.481	3.678	24,500.300781	178,968,992	6,759,414
ZM	2020-02-14	0.067	0.046	7,367,982	276,401,312	0.504	0.436	1.939	25,138.699219	180,516,000	2,435,222.5
ZM	2020-02-21	0.05	-0.017	8,268,685	276,401,344	0.533	0.483	3.682	28,126.599609	182,063,008	7,573,144
ZM	2020-02-28	0.051	0	8,268,685	276,401,888	0.534	0.484	3.468	29,022.199219	183,610,000	13,541,384
ZM	2020-03-06	0.079	0.028	9,262,986	276,402,208	0.564	0.485	3.825	31,598.300781	185,156,992	16,883,746
ZM	2020-03-13	0.079	0	9,262,986	276,401,792	0.565	0.486	3.205	29,704.900391	186,704,000	11,719,708
ZM	2020-03-20	0.131	0.052	11,613,791	279,001,888	0.616	0.486	2.659	36,423.699219	188,251,008	15,857,080
ZM	2020-03-27	0.132	0.001	11,613,791	279,001,312	0.618	0.486	2.17	42,324.5	200,970,640	17,462,992
ZM	2020-04-03	0.051	-0.081	9,170,424	279,001,568	0.549	0.498	2.899	35,768	213,690,272	15,269,760
ZM	2020-04-10	0.07	0.018	9,170,424	279,001,664	0.549	0.48	2.498	34,738.5	226,409,904	21,691,060
ZM	2020-04-17	0.081	0.011	8,911,220	279,001,728	0.566	0.485	3.437	41,867	239,129,552	13,550,292
ZM	2020-04-24	0.09	0.009	8,911,220	279,001,888	0.566	0.476	3.029	44,305.5	251,849,184	18,700,144
ZM	2020-05-01	0.095	0.006	10,328,668	279,001,888	0.591	0.496	2.682	38,658.5	264,568,816	17,139,300
ZM	2020-05-08	0.116	0.02	10,328,668	279,001,920	0.591	0.475	2.342	43,356.898438	277,288,448	7,601,075
ZM	2020-05-15	0.121	0.005	10,799,179	279,001,856	0.597	0.476	2.311	48,777.898438	290,008,096	8,684,481
ZM	2020-05-22	0.075	-0.046	10,799,179	279,001,536	0.597	0.522	3.127	47,726	302,727,712	6,971,943
ZM	2020-05-29	0.135	0.06	10,799,179	279,001,568	0.597	0.462	1.814	50,075.199219	315,447,360	9,617,843
ZM	2020-06-05	0.101	-0.034	10,371,189	282,103,104	0.584	0.483	3.001	58,564.601563	328,167,008	24,828,468
ZM	2020-06-12	0.091	-0.01	10,371,189	282,102,752	0.585	0.493	2.885	61,927.199219	353,963,392	11,285,790
ZM	2020-06-19	0.142	0.051	10,168,301	282,102,848	0.581	0.44	2.19	68,686.398438	379,759,776	11,267,707
ZM	2020-06-26	0.099	-0.043	10,168,301	282,102,816	0.582	0.482	2.565	72,444	405,556,160	10,847,035
ZM	2020-07-03	0.096	-0.003	10,648,087	282,102,880	0.592	0.496	1.396	73,837.601563	431,352,544	6,754,873
ZM	2020-07-10	0.096	0	10,648,087	282,103,104	0.592	0.496	1.756	77,823.796875	457,148,928	7,504,130.5
ZM	2020-07-17	0.144	0.048	13,182,780	282,103,104	0.625	0.48	1.366	69,549.703125	482,945,312	6,775,006.5
ZM	2020-07-24	0.127	-0.018	13,182,780	282,102,944	0.624	0.497	1.883	69,555.296875	508,741,696	5,591,156.5
ZM	2020-07-31	0.149	0.023	11,522,613	282,103,104	0.6	0.451	2.148	71,628.796875	534,538,080	4,236,375
ZM	2020-08-07	0.147	-0.003	11,522,613	282,102,976	0.603	0.456	1.815	72,988.492188	560,334,464	4,589,039
ZM	2020-08-14	0.144	-0.002	11,522,613	282,102,784	0.605	0.461	1.776	69,089.796875	586,130,816	5,545,526
ZM	2020-08-21	0.101	-0.043	10,104,416	282,103,040	0.583	0.482	2.16	81,719.601563	611,927,232	6,894,374.5
ZM	2020-08-28	0.123	0.022	10,104,416	282,103,104	0.583	0.46	2.122	84,425	637,723,584	5,487,631
ZM	2020-09-04	0.108	-0.016	9,223,535	284,421,024	0.566	0.458	3.599	105,204.492188	663,520,000	24,690,848
ZM	2020-09-11	0.089	-0.019	9,223,535	284,420,896	0.565	0.476	3.25	108,933.203125	672,264,320	11,551,087
ZM	2020-09-18	0.052	-0.037	8,228,852	284,420,928	0.541	0.489	2.815	124,784	681,008,640	10,900,944

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