Datasets:

paperswithbacktest
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Stocks-Weekly-ShortOverShorted

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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
ABBV	2014-09-19	0.369	0.048	92,885,520	1,591,699,840	0.719	0.35	0.421	94,005.796875	4,968,923,136	11,420,200
ABBV	2014-09-26	0.343	-0.026	92,885,520	1,591,699,712	0.717	0.374	0.432	94,212.703125	4,976,076,800	14,738,600
ABBV	2014-10-03	0.333	-0.01	94,917,872	1,591,698,688	0.717	0.384	0.401	93,416.796875	4,983,230,976	8,944,800
ABBV	2014-10-10	0.314	-0.019	94,917,872	1,591,699,072	0.717	0.403	0.305	87,495.703125	4,990,384,640	10,244,600
ABBV	2014-10-17	0.339	0.025	110,663,200	1,591,699,456	0.741	0.402	0.585	84,949	4,997,538,304	49,414,600
ABBV	2014-10-24	0.308	-0.031	110,663,200	1,591,698,432	0.741	0.433	0.364	95,963.507813	5,004,692,480	15,329,000
ABBV	2014-10-31	0.346	0.038	111,877,904	1,591,698,688	0.739	0.393	0.321	101,009.203125	5,011,846,144	12,523,400
ABBV	2014-11-07	0.369	0.023	111,877,904	1,593,265,024	0.74	0.371	0.271	97,985.796875	5,018,999,808	7,322,600
ABBV	2014-11-14	0.37	0.002	111,877,904	1,593,265,664	0.741	0.37	0.335	101,969	5,047,866,880	5,823,000
ABBV	2014-11-21	0.025	-0.345	29,599,696	1,593,266,048	0.402	0.377	1.099	107,322.398438	5,076,733,440	6,680,400
ABBV	2014-11-28	0.023	-0.002	29,599,696	1,593,266,048	0.402	0.379	1.044	110,254	5,105,600,000	5,570,250
ABBV	2014-12-05	-0.007	-0.03	23,105,584	1,593,265,024	0.359	0.366	1.735	111,066.492188	5,134,466,560	5,845,400
ABBV	2014-12-12	-0.045	-0.038	23,105,584	1,593,265,024	0.359	0.404	1.74	103,992.398438	5,163,333,120	7,920,400
ABBV	2014-12-19	-0.051	-0.006	21,740,816	1,593,265,408	0.353	0.404	1.619	107,880	5,192,200,192	8,305,000
ABBV	2014-12-26	-0.067	-0.016	21,740,816	1,593,265,024	0.353	0.42	1.515	106,716.898438	5,221,066,752	8,467,250
ABBV	2015-01-02	-0.05	0.017	17,952,752	1,593,266,048	0.324	0.374	1.778	104,980.296875	5,249,933,312	4,630,250
ABBV	2015-01-09	-0.123	-0.073	17,952,752	1,593,265,536	0.324	0.447	2.183	104,805	5,278,799,872	7,696,600
ABBV	2015-01-16	-0.131	-0.008	15,681,355	1,593,264,512	0.307	0.438	2.177	102,829.296875	5,307,666,432	8,754,400
ABBV	2015-01-23	-0.127	0.004	15,681,355	1,593,266,176	0.307	0.434	2.462	99,467.601563	5,336,533,504	8,216,750
ABBV	2015-01-30	-0.165	-0.038	16,505,765	1,593,266,048	0.313	0.478	2.118	96,153.601563	5,365,400,064	9,537,000
ABBV	2015-02-06	-0.183	-0.018	16,505,765	1,593,265,280	0.313	0.496	2.817	90,656.796875	5,394,266,624	17,263,200
ABBV	2015-02-13	-0.145	0.038	16,505,765	1,593,266,176	0.313	0.458	2.456	92,489.101563	5,423,133,184	15,872,800
ABBV	2015-02-20	-0.153	-0.007	15,134,783	1,593,887,488	0.298	0.451	2.214	97,705.296875	5,452,000,256	11,942,500
ABBV	2015-02-27	-0.145	0.007	15,134,783	1,593,887,744	0.299	0.444	2.367	96,430.203125	5,414,545,408	9,089,000
ABBV	2015-03-06	-0.165	-0.02	14,261,699	1,593,887,488	0.285	0.45	3.075	88,683.898438	5,377,091,072	18,396,000
ABBV	2015-03-13	-0.113	0.052	14,261,699	1,593,886,208	0.284	0.397	2.975	92,445.398438	5,339,636,224	15,132,000
ABBV	2015-03-20	-0.033	0.079	19,972,416	1,593,887,488	0.348	0.382	2.2	96,270.796875	5,302,181,888	12,478,800
ABBV	2015-03-27	-0.016	0.018	19,972,416	1,593,887,232	0.349	0.364	2.016	91,887.601563	5,264,727,040	9,039,800
ABBV	2015-04-03	-0.037	-0.021	19,477,152	1,593,887,104	0.336	0.372	1.894	90,867.507813	5,227,272,704	10,446,500
ABBV	2015-04-10	-0.025	0.012	19,477,152	1,593,887,104	0.336	0.361	1.961	98,821	5,189,818,368	12,423,800
ABBV	2015-04-17	-0.027	-0.002	20,633,088	1,593,886,720	0.356	0.383	1.492	99,283.203125	5,152,363,520	11,145,400
ABBV	2015-04-24	-0.025	0.002	20,633,088	1,593,886,848	0.357	0.382	1.793	105,308.101563	5,114,909,184	13,674,600
ABBV	2015-05-01	-0.004	0.022	24,949,840	1,593,886,720	0.408	0.412	0.491	102,518.796875	5,077,454,336	12,252,200
ABBV	2015-05-08	0.026	0.03	24,949,840	1,593,076,352	0.408	0.382	1.358	103,932.296875	5,040,000,000	8,156,800
ABBV	2015-05-15	0.066	0.04	26,244,352	1,593,076,352	0.429	0.364	1.315	105,127.101563	5,073,461,760	7,016,000
ABBV	2015-05-22	0.047	-0.019	26,244,352	1,593,075,712	0.429	0.383	1.355	104,314.601563	5,106,923,008	10,016,600
ABBV	2015-05-29	0.05	0.003	26,244,352	1,593,075,584	0.43	0.38	1.619	106,082.898438	5,140,384,768	21,038,750
ABBV	2015-06-05	0.056	0.006	29,573,824	1,593,075,584	0.433	0.377	1.124	107,373.296875	5,173,846,016	12,762,600
ABBV	2015-06-12	0.044	-0.011	29,573,824	1,593,076,608	0.433	0.388	1.343	106,815.796875	5,207,307,776	8,312,200
ABBV	2015-06-19	0.33	0.286	92,457,648	1,593,075,584	0.708	0.377	0.45	110,686.898438	5,240,769,024	7,729,200
ABBV	2015-06-26	0.331	0	92,457,648	1,593,075,584	0.707	0.377	0.347	112,248.101563	5,274,230,784	8,759,200
ABBV	2015-07-03	0.268	-0.063	86,383,776	1,593,075,840	0.688	0.42	0.491	108,663.703125	5,307,692,544	9,406,000
ABBV	2015-07-10	0.314	0.046	86,383,776	1,593,076,608	0.687	0.373	0.337	110,288.703125	5,341,153,792	8,657,200
ABBV	2015-07-17	0.283	-0.03	77,381,744	1,593,076,224	0.661	0.378	0.546	111,499.398438	5,374,615,552	8,376,400
ABBV	2015-07-24	0.283	-0	77,381,744	1,593,075,840	0.661	0.378	0.58	108,456.601563	5,408,076,800	7,898,800
ABBV	2015-07-31	0.179	-0.104	53,306,976	1,593,076,608	0.579	0.4	0.601	111,531.296875	5,441,538,560	8,546,600
ABBV	2015-08-07	0.178	-0.001	53,306,976	1,655,276,800	0.571	0.394	0.89	113,585.101563	5,474,999,808	7,543,400
ABBV	2015-08-14	0.202	0.025	53,306,976	1,655,276,032	0.573	0.37	0.536	113,634.703125	5,511,076,864	7,454,200
ABBV	2015-08-21	0.147	-0.056	44,484,032	1,655,276,288	0.522	0.376	0.764	109,082.703125	5,547,153,920	11,238,800
ABBV	2015-08-28	0.078	-0.069	44,484,032	1,655,276,672	0.522	0.444	0.924	105,904.601563	5,583,230,976	14,948,400
ABBV	2015-09-04	0.065	-0.013	36,564,400	1,655,276,800	0.454	0.39	1.266	98,935.898438	5,619,307,520	12,277,600
ABBV	2015-09-11	0.053	-0.012	36,564,400	1,655,277,184	0.454	0.401	0.763	98,240.703125	5,655,384,576	9,093,000
ABBV	2015-09-18	-0.016	-0.069	30,612,816	1,655,276,032	0.383	0.399	1.219	101,336	5,691,461,632	13,370,800
ABBV	2015-09-25	-0.048	-0.032	30,612,816	1,655,276,288	0.383	0.431	1.128	92,265.101563	5,727,538,688	10,470,800
ABBV	2015-10-02	-0.076	-0.029	31,772,272	1,655,275,904	0.373	0.45	1.293	92,397.507813	5,763,615,232	11,164,000
ABBV	2015-10-09	-0.063	0.013	31,772,272	1,655,276,800	0.373	0.437	1.258	92,099.601563	5,799,692,288	8,666,000
ABBV	2015-10-16	-0.008	0.055	32,166,656	1,655,276,800	0.377	0.386	1.378	93,572.796875	5,835,769,344	7,967,000
ABBV	2015-10-23	-0.04	-0.032	32,166,656	1,655,276,160	0.377	0.417	1.111	83,326.601563	5,871,846,400	19,485,800
ABBV	2015-10-30	-0.015	0.025	34,171,584	1,655,276,416	0.399	0.414	0.977	98,571.703125	5,907,922,944	14,047,400
ABBV	2015-11-06	-0.019	-0.004	34,171,584	1,634,746,624	0.405	0.424	1.178	104,836.296875	5,944,000,000	10,719,000
ABBV	2015-11-13	0.017	0.037	34,171,584	1,634,747,648	0.405	0.387	1.109	97,856	5,974,400,000	7,786,000
ABBV	2015-11-20	-0.082	-0.099	19,873,584	1,634,747,136	0.303	0.385	1.392	99,899.398438	6,004,800,000	6,780,200
ABBV	2015-11-27	-0.063	0.019	19,873,584	1,634,746,624	0.303	0.366	2.198	98,084.796875	6,035,200,000	4,726,000
ABBV	2015-12-04	-0.123	-0.06	17,516,608	1,634,746,368	0.29	0.413	1.936	93,474.796875	6,065,600,000	9,612,200
ABBV	2015-12-11	-0.134	-0.012	17,516,608	1,634,746,496	0.29	0.424	1.754	88,341.703125	6,096,000,000	7,424,200
ABBV	2015-12-18	-0.057	0.077	20,233,968	1,634,747,008	0.317	0.375	1.542	91,120.796875	6,126,400,000	8,861,400
ABBV	2015-12-25	-0.04	0.018	20,233,968	1,634,746,880	0.318	0.357	1.705	95,567.296875	6,156,800,000	5,437,500
ABBV	2016-01-01	-0.042	-0.002	21,087,936	1,634,746,752	0.322	0.364	1.527	96,842.398438	6,187,200,000	5,496,000
ABBV	2016-01-08	-0.064	-0.022	21,087,936	1,634,747,520	0.321	0.385	1.445	90,973.703125	6,217,600,000	8,743,800
ABBV	2016-01-15	-0.063	0.002	24,116,496	1,634,747,008	0.356	0.419	1.696	93,736.398438	6,248,000,000	14,229,200
ABBV	2016-01-22	-0.054	0.009	24,116,496	1,634,747,520	0.356	0.41	1.908	96,172.203125	6,278,400,000	12,029,500
ABBV	2016-01-29	-0.06	-0.006	24,116,496	1,634,746,880	0.356	0.416	1.606	89,747.601563	6,308,800,000	10,893,000
ABBV	2016-02-05	-0.082	-0.022	24,450,848	1,634,747,648	0.34	0.422	1.479	86,837.796875	6,339,200,000	11,932,000
ABBV	2016-02-12	-0.087	-0.005	24,450,848	1,634,747,008	0.339	0.427	1.324	85,955	6,369,600,000	8,970,800
ABBV	2016-02-19	-0.024	0.064	27,537,696	1,611,237,760	0.368	0.392	1.312	87,474.101563	6,400,000,000	8,351,250
ABBV	2016-02-26	-0.007	0.017	27,537,696	1,611,237,376	0.367	0.374	1.02	90,229.296875	6,359,818,240	7,403,800
ABBV	2016-03-04	-0.058	-0.051	24,696,544	1,611,237,632	0.334	0.392	1.428	90,471	6,319,636,480	7,654,400
ABBV	2016-03-11	-0.052	0.006	24,696,544	1,611,238,528	0.334	0.387	1.637	93,016.796875	6,279,454,720	6,687,400
ABBV	2016-03-18	-0.045	0.008	24,092,816	1,611,237,376	0.33	0.375	1.657	91,147.703125	6,239,272,960	7,202,800
ABBV	2016-03-25	-0.022	0.023	24,092,816	1,611,238,528	0.33	0.352	1.212	90,422.703125	6,199,090,688	6,172,250
ABBV	2016-04-01	-0.048	-0.026	23,707,920	1,611,238,272	0.326	0.374	0.844	92,517.296875	6,158,908,928	4,295,400
ABBV	2016-04-08	-0.024	0.024	23,707,920	1,611,238,272	0.326	0.35	1.194	94,209.101563	6,118,727,168	6,957,400
ABBV	2016-04-15	-0.024	0	22,525,952	1,611,238,400	0.321	0.345	1.464	95,884.796875	6,078,545,408	5,801,200
ABBV	2016-04-22	-0.037	-0.013	22,525,952	1,611,239,040	0.321	0.358	1.747	98,962.296875	6,038,363,648	5,497,400
ABBV	2016-04-29	-0.061	-0.024	22,525,952	1,611,237,632	0.322	0.382	1.597	98,285.507813	5,998,181,888	8,913,601
ABBV	2016-05-06	-0.058	0.003	21,764,336	1,617,358,848	0.316	0.374	1.595	101,101.101563	5,958,000,128	9,409,000
ABBV	2016-05-13	-0.034	0.024	21,764,336	1,617,358,208	0.315	0.349	1.6	100,276.203125	5,996,000,256	9,664,800
ABBV	2016-05-20	-0.101	-0.068	20,989,120	1,617,358,080	0.319	0.42	2.109	96,540.101563	6,033,999,872	14,006,800
ABBV	2016-05-27	-0.054	0.048	20,989,120	1,617,359,360	0.318	0.372	1.41	101,424.601563	6,072,000,000	6,704,000
ABBV	2016-06-03	0.008	0.061	28,100,016	1,617,358,336	0.378	0.37	1.669	105,128.296875	6,110,000,128	8,670,250
ABBV	2016-06-10	-0.014	-0.022	28,100,016	1,617,358,976	0.378	0.392	1.226	98,658.898438	6,147,999,744	12,622,399
ABBV	2016-06-17	-0.02	-0.005	26,528,382	1,617,358,848	0.36	0.38	1.307	97,057.703125	6,185,999,872	10,111,600
ABBV	2016-06-24	-0.021	-0.001	26,528,382	1,617,358,848	0.36	0.381	1.306	96,815.101563	6,224,000,000	7,073,200
ABBV	2016-07-01	0.268	0.288	78,214,096	1,617,359,360	0.644	0.376	0.538	101,424.601563	6,262,000,128	8,321,600
ABBV	2016-07-08	0.27	0.002	78,214,096	1,617,358,208	0.643	0.373	0.376	103,769.703125	6,300,000,256	7,625,000
ABBV	2016-07-15	0.264	-0.006	71,155,088	1,617,357,952	0.62	0.356	0.773	102,411.101563	6,337,999,872	10,022,200
ABBV	2016-07-22	0.24	-0.024	71,155,088	1,617,359,360	0.62	0.38	0.418	103,203.703125	6,376,000,000	6,233,200
ABBV	2016-07-29	0.241	0.001	71,155,088	1,617,359,104	0.619	0.378	0.39	107,117.703125	6,414,000,128	7,085,400
ABBV	2016-08-05	0.223	-0.018	60,570,176	1,628,542,208	0.585	0.361	0.579	108,363.203125	6,451,999,744	6,533,000
ABBV	2016-08-12	0.237	0.013	60,570,176	1,628,542,848	0.586	0.349	0.538	109,421.796875	6,450,571,264	4,998,800

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