Datasets:

paperswithbacktest
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Stocks-Weekly-ShortOverShorted

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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
AAL	2014-11-07	0.002	-0.006	19,202,464	717,263,936	0.497	0.494	6.146	30,985.800781	11,030,221,824	12,179,269
AAL	2014-11-14	0.013	0.011	19,202,464	717,264,256	0.497	0.484	4.524	31,566.800781	10,975,833,088	10,362,216
AAL	2014-11-21	0.021	0.007	19,294,416	717,263,872	0.51	0.49	5.222	31,064.699219	10,921,444,352	10,900,013
AAL	2014-11-28	0.024	0.003	19,294,416	717,263,616	0.51	0.487	3.6	34,808.800781	10,867,055,616	13,894,471
AAL	2014-12-05	0.073	0.049	21,267,856	717,263,296	0.552	0.479	8.005	36,587.601563	10,812,666,880	13,349,004
AAL	2014-12-12	0.074	0.001	21,267,856	717,264,320	0.552	0.478	4.759	35,841.699219	10,758,278,144	17,141,524
AAL	2014-12-19	0.069	-0.005	21,593,424	717,262,784	0.563	0.494	5.182	36,372.398438	10,703,888,384	21,187,008
AAL	2014-12-26	0.011	-0.058	21,593,424	717,262,912	0.563	0.552	2.646	37,265.398438	10,649,499,648	7,211,332
AAL	2015-01-02	0.007	-0.004	21,941,936	717,263,936	0.571	0.564	4.541	38,667.699219	10,595,110,912	9,668,588
AAL	2015-01-09	0.01	0.003	21,941,936	717,264,512	0.571	0.561	7.777	37,312.101563	10,540,722,176	11,473,820
AAL	2015-01-16	0.009	-0.001	20,528,736	717,263,552	0.571	0.562	12.939	35,726.898438	10,486,333,440	13,916,600
AAL	2015-01-23	0.031	0.021	20,528,736	717,263,424	0.571	0.541	6.568	39,944.398438	10,431,944,704	13,432,361
AAL	2015-01-30	0.017	-0.013	20,978,592	717,263,616	0.569	0.552	4.582	35,203.300781	10,377,555,968	17,064,282
AAL	2015-02-06	0.007	-0.011	20,978,592	717,264,448	0.57	0.563	7.301	34,532.699219	10,323,166,208	13,759,935
AAL	2015-02-13	0.021	0.014	20,978,592	717,263,872	0.57	0.549	7.054	34,708.398438	10,268,777,472	10,309,187
AAL	2015-02-20	-0.101	-0.122	12,579,422	717,263,872	0.438	0.54	6.594	36,594.800781	10,214,388,736	9,503,494
AAL	2015-02-27	-0.075	0.026	12,579,422	696,649,216	0.447	0.522	9.277	33,369.5	10,160,000,000	9,995,227
AAL	2015-03-06	-0.001	0.074	13,112,752	696,649,664	0.456	0.457	12.72	33,435.699219	10,118,375,424	8,257,694
AAL	2015-03-13	-0.013	-0.012	13,112,752	696,649,792	0.456	0.469	9.396	34,289.101563	10,076,750,848	7,949,831
AAL	2015-03-20	0.054	0.068	13,422,468	696,649,984	0.463	0.408	7.905	38,845.199219	10,035,125,248	46,145,104
AAL	2015-03-27	-0.037	-0.091	13,422,468	696,650,240	0.462	0.499	5.637	36,685.601563	9,993,499,648	13,693,473
AAL	2015-04-03	0.022	0.059	14,137,143	696,650,752	0.466	0.443	7.815	34,257.800781	9,951,875,072	11,463,745
AAL	2015-04-10	-0.036	-0.058	14,137,143	696,649,984	0.466	0.502	6.24	33,251.101563	9,910,250,496	11,437,230
AAL	2015-04-17	0.234	0.27	31,866,832	696,650,816	0.669	0.435	4.524	33,571.601563	9,868,624,896	8,978,200
AAL	2015-04-24	0.233	-0.001	31,866,832	692,799,488	0.669	0.437	3.815	36,514	9,827,000,320	11,555,390
AAL	2015-05-01	0.204	-0.028	30,513,712	692,798,144	0.663	0.459	4.829	34,217.300781	9,903,923,200	10,922,858
AAL	2015-05-08	0.187	-0.018	30,513,712	692,799,680	0.663	0.477	7.714	33,974.898438	9,980,846,080	8,999,475
AAL	2015-05-15	0.252	0.066	28,204,208	692,799,744	0.649	0.397	2.645	33,715.101563	10,057,768,960	7,608,167.5
AAL	2015-05-22	0.156	-0.096	28,204,208	692,799,808	0.649	0.493	5.368	29,520.199219	10,134,691,840	22,521,276
AAL	2015-05-29	0.186	0.03	28,204,208	692,799,168	0.649	0.463	8.242	29,353.900391	10,211,615,744	13,243,463
AAL	2015-06-05	0.128	-0.058	25,866,878	692,799,552	0.619	0.491	9.636	28,903.599609	10,288,538,624	14,820,350
AAL	2015-06-12	0.106	-0.022	25,866,878	692,799,360	0.62	0.514	4.557	28,200.400391	10,365,461,504	17,793,012
AAL	2015-06-19	0.152	0.046	27,634,302	692,798,336	0.628	0.476	3.846	28,792.699219	10,442,384,384	11,691,027
AAL	2015-06-26	0.141	-0.011	27,634,302	692,799,232	0.628	0.487	3.994	28,709.599609	10,519,307,264	10,142,412
AAL	2015-07-03	0.116	-0.025	25,073,328	692,797,824	0.594	0.477	6.514	27,039.900391	10,596,231,168	16,205,827
AAL	2015-07-10	0.082	-0.035	25,073,328	692,797,824	0.593	0.512	4.477	28,550.199219	10,673,154,048	11,133,846
AAL	2015-07-17	0.135	0.053	23,087,616	692,799,488	0.576	0.441	5.972	28,681.900391	10,750,076,928	12,909,702
AAL	2015-07-24	0.085	-0.049	23,087,616	671,819,264	0.583	0.498	3.754	26,624.199219	10,826,999,808	11,996,252
AAL	2015-07-31	0.1	0.015	23,336,160	671,820,480	0.59	0.49	4.324	26,940	10,817,692,672	7,974,112.5
AAL	2015-08-07	0.099	-0.001	23,336,160	671,819,712	0.591	0.492	7.781	27,873.800781	10,808,384,512	8,633,176
AAL	2015-08-14	0.147	0.049	23,336,160	671,821,376	0.592	0.445	4.198	28,807.699219	10,799,077,376	7,827,532.5
AAL	2015-08-21	0.142	-0.005	25,285,472	671,821,440	0.615	0.473	0.381	26,704.900391	10,789,769,216	9,644,762
AAL	2015-08-28	0.103	-0.04	25,285,472	671,820,288	0.615	0.512	3.745	25,945.699219	10,780,461,056	14,746,295
AAL	2015-09-04	0.103	0	22,627,568	671,820,224	0.575	0.471	6.777	27,275.900391	10,771,153,920	13,482,610
AAL	2015-09-11	0.058	-0.045	22,627,568	671,819,648	0.574	0.516	5.905	28,317.199219	10,761,845,760	10,278,205
AAL	2015-09-18	0.13	0.072	24,851,824	671,821,120	0.585	0.455	4.239	29,217.5	10,752,538,624	9,471,498
AAL	2015-09-25	0.088	-0.042	24,851,824	671,821,504	0.584	0.496	2.21	27,034.099609	10,743,230,464	9,090,379
AAL	2015-10-02	0.07	-0.018	25,384,688	671,819,840	0.575	0.505	4.782	25,952.400391	10,733,923,328	10,819,335
AAL	2015-10-09	0.059	-0.011	25,384,688	671,819,968	0.575	0.516	3.511	28,498.599609	10,724,615,168	11,622,241
AAL	2015-10-16	0.109	0.05	26,118,848	671,821,120	0.582	0.473	4.505	29,365.300781	10,715,308,032	11,115,540
AAL	2015-10-23	0.096	-0.012	26,118,848	630,326,272	0.599	0.503	4.784	28,787	10,705,999,872	11,642,523
AAL	2015-10-30	0.109	0.012	26,620,912	630,324,544	0.607	0.498	4.156	29,133.599609	10,646,221,824	7,860,830
AAL	2015-11-06	0.109	0	26,620,912	630,326,400	0.608	0.499	3.097	28,579	10,586,445,824	7,757,807
AAL	2015-11-13	0.119	0.01	26,620,912	630,324,480	0.607	0.488	5.132	27,387.599609	10,526,666,752	6,200,823.5
AAL	2015-11-20	0.093	-0.026	25,409,824	630,324,608	0.605	0.512	7.999	26,599.699219	10,466,888,704	8,610,675
AAL	2015-11-27	0.104	0.01	25,409,824	630,326,208	0.605	0.501	4.307	26,278.300781	10,407,110,656	4,771,862
AAL	2015-12-04	0.088	-0.015	22,390,624	630,324,672	0.578	0.489	3.616	28,345.699219	10,347,333,632	8,014,052
AAL	2015-12-11	0.072	-0.016	22,390,624	630,325,504	0.577	0.504	6.611	26,530.400391	10,287,555,584	8,829,444
AAL	2015-12-18	0.065	-0.008	22,591,840	630,326,080	0.58	0.516	6.583	25,900.099609	10,227,777,536	10,152,268
AAL	2015-12-25	0.103	0.038	22,591,840	630,326,336	0.58	0.478	0.24	27,614.599609	10,168,000,512	5,425,737
AAL	2016-01-01	0.076	-0.027	21,939,200	630,325,888	0.572	0.496	6.635	26,694.300781	10,108,222,464	5,108,087
AAL	2016-01-08	0.072	-0.004	21,939,200	630,324,544	0.572	0.5	8.342	25,446.199219	10,048,444,416	11,022,213
AAL	2016-01-15	0.056	-0.016	21,710,704	630,325,120	0.574	0.519	6.596	24,431.400391	9,988,666,368	14,382,676
AAL	2016-01-22	0.044	-0.011	21,710,704	630,326,208	0.574	0.53	5.71	25,313.900391	9,928,889,344	10,905,933
AAL	2016-01-29	0.048	0.004	21,710,704	630,325,696	0.574	0.526	4.622	24,576.400391	9,869,111,296	13,293,579
AAL	2016-02-05	0.01	-0.038	21,138,096	630,326,528	0.55	0.54	4.117	23,164.5	9,809,333,248	11,097,697
AAL	2016-02-12	-0.01	-0.02	21,138,096	630,325,248	0.549	0.559	6.717	23,838.900391	9,749,555,200	9,917,618
AAL	2016-02-19	0.071	0.081	18,475,072	630,324,480	0.508	0.437	0.49	25,061.699219	9,689,778,176	9,059,546
AAL	2016-02-26	-0.008	-0.079	18,475,072	603,016,896	0.52	0.528	7.179	24,645.300781	9,630,000,128	7,387,372.5
AAL	2016-03-04	0.054	0.063	21,307,760	603,017,024	0.554	0.5	5.939	25,103.599609	9,605,624,832	7,975,551
AAL	2016-03-11	0.031	-0.023	21,307,760	603,018,560	0.555	0.523	8.434	25,610.199219	9,581,249,536	7,065,703.5
AAL	2016-03-18	0.105	0.074	23,528,416	603,017,920	0.58	0.475	4.261	26,195.099609	9,556,875,264	6,702,578
AAL	2016-03-25	0.093	-0.013	23,528,416	603,017,280	0.58	0.488	5.979	24,422.199219	9,532,499,968	8,394,124
AAL	2016-04-01	0.112	0.019	23,296,816	603,018,752	0.581	0.469	3.272	23,831.300781	9,508,124,672	7,731,161
AAL	2016-04-08	0.097	-0.015	23,296,816	603,018,176	0.58	0.484	3.789	23,216.199219	9,483,750,400	7,084,815.5
AAL	2016-04-15	0.169	0.073	21,985,232	603,018,816	0.567	0.397	6.698	24,669.5	9,459,375,104	8,793,517
AAL	2016-04-22	0.104	-0.066	21,985,232	578,170,624	0.576	0.472	10.646	22,091.900391	9,434,999,808	9,727,336
AAL	2016-04-29	0.086	-0.018	21,985,232	578,172,416	0.577	0.491	4.886	20,056.800781	9,506,384,896	13,462,378
AAL	2016-05-06	0.155	0.069	30,164,704	578,171,392	0.659	0.505	2.361	19,097	9,577,768,960	11,454,339
AAL	2016-05-13	0.142	-0.013	30,164,704	578,171,968	0.66	0.518	9.013	18,218.199219	9,649,154,048	9,989,243
AAL	2016-05-20	0.151	0.009	36,189,008	578,172,480	0.699	0.548	3.165	18,507.300781	9,720,538,112	10,198,158
AAL	2016-05-27	0.183	0.031	36,189,008	578,170,624	0.699	0.516	2.45	18,299.099609	9,791,923,200	7,332,173
AAL	2016-06-03	0.234	0.052	38,116,768	578,172,672	0.709	0.475	4.032	17,813.5	9,863,307,264	8,818,102
AAL	2016-06-10	0.171	-0.064	38,116,768	578,171,392	0.709	0.538	1.608	19,160.599609	9,934,692,352	9,074,681
AAL	2016-06-17	0.205	0.034	42,114,432	578,173,120	0.724	0.519	2.217	16,963.599609	10,006,076,416	12,943,858
AAL	2016-06-24	0.2	-0.005	42,114,432	578,170,048	0.724	0.524	3.735	15,639.5	10,077,461,504	13,829,599
AAL	2016-07-01	0.198	-0.002	39,496,956	578,172,544	0.715	0.517	3.757	16,957.800781	10,148,846,592	16,526,624
AAL	2016-07-08	0.159	-0.038	39,496,956	578,172,416	0.714	0.555	2.502	17,368.300781	10,220,230,656	13,415,911
AAL	2016-07-15	0.198	0.038	43,287,856	578,172,160	0.733	0.535	3.638	20,750.599609	10,291,615,744	15,961,337
AAL	2016-07-22	0.198	0	43,287,856	529,912,000	0.75	0.552	2.544	19,267.599609	10,362,999,808	12,159,193
AAL	2016-07-29	0.211	0.013	43,287,856	529,912,672	0.75	0.539	2.517	18,811.900391	10,380,769,280	8,145,447.5
AAL	2016-08-05	0.216	0.005	48,328,144	529,912,896	0.772	0.556	3.173	18,250.199219	10,398,538,752	10,047,100
AAL	2016-08-12	0.253	0.037	48,328,144	529,914,112	0.773	0.52	2.977	18,504.599609	10,416,307,200	6,811,748.5
AAL	2016-08-19	0.258	0.005	49,773,936	529,912,288	0.781	0.523	1.887	19,336.5	10,434,076,672	7,298,510
AAL	2016-08-26	0.259	0.001	49,773,936	529,914,496	0.781	0.522	3.366	19,198.800781	10,451,846,144	5,648,364
AAL	2016-09-02	0.268	0.009	47,975,952	529,912,416	0.778	0.51	2.349	19,357.699219	10,469,615,616	8,950,300
AAL	2016-09-09	0.274	0.006	47,975,952	529,914,240	0.778	0.504	2.735	20,396.400391	10,487,385,088	8,750,466
AAL	2016-09-16	0.238	-0.036	44,202,368	529,912,608	0.764	0.526	2.71	18,806.599609	10,505,153,536	9,582,615
AAL	2016-09-23	0.219	-0.02	44,202,368	529,912,832	0.764	0.545	3.007	18,838.400391	10,522,923,008	6,907,796
AAL	2016-09-30	0.206	-0.013	38,354,928	529,912,608	0.735	0.529	5.587	19,400.099609	10,540,692,480	6,465,331.5

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