Datasets:

paperswithbacktest
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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
AAL	2014-04-25	0.184	-0.016	25,578,912	720,197,184	0.63	0.447	5.006	25,927.099609	9,994,999,808	12,278,660
AAL	2014-05-02	0.126	-0.057	19,628,944	720,197,248	0.564	0.438	8.229	26,280	10,099,615,744	9,514,420
AAL	2014-05-09	0.148	0.021	19,628,944	720,196,032	0.565	0.417	5.952	27,554.699219	10,204,230,656	9,453,040
AAL	2014-05-16	0.069	-0.079	14,949,434	720,197,248	0.48	0.411	9.919	27,745.599609	10,308,846,592	9,368,500
AAL	2014-05-23	0.087	0.018	14,949,434	720,196,928	0.48	0.393	3.888	28,166.900391	10,413,461,504	7,258,580
AAL	2014-05-30	0.039	-0.048	13,383,974	720,196,736	0.43	0.391	6.193	28,923.099609	10,518,076,416	11,068,675
AAL	2014-06-06	0.017	-0.022	13,383,974	720,195,968	0.43	0.412	10.164	31,602.199219	10,622,692,352	10,688,961
AAL	2014-06-13	0.005	-0.012	13,383,974	720,195,648	0.43	0.425	7.712	29,081.5	10,727,307,264	16,832,820
AAL	2014-06-20	-0.022	-0.027	12,021,916	720,195,264	0.402	0.424	11.191	32,084.699219	10,831,923,200	18,432,860
AAL	2014-06-27	-0.036	-0.013	12,021,916	720,195,456	0.402	0.437	15.861	31,688.599609	10,936,539,136	19,057,920
AAL	2014-07-04	0.006	0.041	14,103,543	720,196,992	0.444	0.438	11.526	29,974.599609	11,041,154,048	11,905,450
AAL	2014-07-11	-0.014	-0.02	14,103,543	720,195,840	0.444	0.458	7.287	30,882	11,145,768,960	16,210,780
AAL	2014-07-18	0.109	0.123	19,631,168	720,195,712	0.531	0.423	11.958	30,910.800781	11,250,384,896	8,946,580
AAL	2014-07-25	0.098	-0.01	19,631,168	720,103,168	0.531	0.432	1.926	30,013.900391	11,354,999,808	10,261,000
AAL	2014-08-01	0.086	-0.013	19,571,680	720,103,936	0.541	0.455	4.398	28,393.699219	11,338,384,384	11,984,060
AAL	2014-08-08	0.084	-0.002	19,571,680	720,102,208	0.542	0.458	10.115	26,773.400391	11,321,768,960	12,323,680
AAL	2014-08-15	0.028	-0.057	15,121,612	720,102,080	0.466	0.439	2.406	28,220.800781	11,305,153,536	8,168,000
AAL	2014-08-22	0.032	0.004	15,121,612	720,102,912	0.466	0.434	5.833	28,696.099609	11,288,538,112	7,427,120
AAL	2014-08-29	0.046	0.014	15,121,612	720,102,336	0.466	0.421	6.578	27,998.300781	11,271,922,688	5,958,880.5
AAL	2014-09-05	0.049	0.003	16,241,686	720,103,104	0.494	0.445	4.54	27,255.900391	11,255,307,264	11,249,875
AAL	2014-09-12	0.057	0.008	16,241,686	720,103,552	0.494	0.437	8.328	27,111.900391	11,238,691,840	8,570,060
AAL	2014-09-19	-0.005	-0.062	13,962,756	720,103,744	0.444	0.449	9.848	26,377.400391	11,222,076,416	8,700,720
AAL	2014-09-26	-0.016	-0.011	13,962,756	720,102,976	0.442	0.459	7.461	25,873.300781	11,205,462,016	10,208,559
AAL	2014-10-03	-0.006	0.01	14,209,855	720,102,144	0.432	0.438	10.69	26,089.300781	11,188,846,592	14,833,326
AAL	2014-10-10	-0.021	-0.015	14,209,855	720,103,936	0.432	0.453	4.618	22,164.800781	11,172,231,168	19,847,708
AAL	2014-10-17	0.028	0.05	16,759,119	720,101,824	0.463	0.434	7.547	24,037	11,155,615,744	28,723,252
AAL	2014-10-24	-0.021	-0.049	16,759,119	717,262,720	0.463	0.484	6.369	28,561.400391	11,139,000,320	21,992,998
AAL	2014-10-31	0.051	0.072	19,202,464	717,262,464	0.497	0.445	5.718	29,658.800781	11,084,611,584	12,982,407
AAL	2014-11-07	0.064	0.013	19,202,464	717,263,936	0.497	0.433	7.75	30,985.800781	11,030,221,824	12,179,269
AAL	2014-11-14	0.047	-0.018	19,202,464	717,264,256	0.498	0.451	3.768	31,566.800781	10,975,833,088	10,362,216
AAL	2014-11-21	0.063	0.016	19,294,416	717,263,872	0.511	0.447	3.315	31,064.699219	10,921,444,352	10,900,013
AAL	2014-11-28	0.064	0	19,294,416	717,263,616	0.511	0.447	13.97	34,808.800781	10,867,055,616	13,894,471
AAL	2014-12-05	0.109	0.045	21,267,856	717,263,296	0.553	0.444	7.168	36,587.601563	10,812,666,880	13,349,004
AAL	2014-12-12	0.092	-0.017	21,267,856	717,264,320	0.553	0.461	6.403	35,841.699219	10,758,278,144	17,141,524
AAL	2014-12-19	0.095	0.003	21,593,424	717,262,784	0.564	0.469	2.651	36,372.398438	10,703,888,384	21,187,008
AAL	2014-12-26	0.05	-0.044	21,593,424	717,262,912	0.564	0.514	3.347	37,265.398438	10,649,499,648	7,211,332
AAL	2015-01-02	0.051	0.001	21,941,936	717,263,936	0.572	0.521	3.769	38,667.699219	10,595,110,912	9,668,588
AAL	2015-01-09	0.033	-0.018	21,941,936	717,264,512	0.572	0.538	4.246	37,312.101563	10,540,722,176	11,473,820
AAL	2015-01-16	0.046	0.013	20,528,736	717,263,552	0.572	0.525	6.845	35,726.898438	10,486,333,440	13,916,600
AAL	2015-01-23	0.046	-0.001	20,528,736	717,263,424	0.572	0.526	3.024	39,944.398438	10,431,944,704	13,432,361
AAL	2015-01-30	0.031	-0.015	20,978,592	717,263,616	0.57	0.539	6.537	35,203.300781	10,377,555,968	17,064,282
AAL	2015-02-06	0.031	-0	20,978,592	717,264,448	0.57	0.539	6.718	34,532.699219	10,323,166,208	13,759,935
AAL	2015-02-13	0.054	0.024	20,978,592	717,263,872	0.57	0.516	5.387	34,708.398438	10,268,777,472	10,309,187
AAL	2015-02-20	-0.075	-0.129	12,579,422	717,263,872	0.439	0.514	12.311	36,594.800781	10,214,388,736	9,503,494
AAL	2015-02-27	-0.056	0.019	12,579,422	696,649,216	0.448	0.503	16.823999	33,369.5	10,160,000,000	9,995,227
AAL	2015-03-06	0.001	0.056	13,112,752	696,649,664	0.457	0.456	5.47	33,435.699219	10,118,375,424	8,257,694
AAL	2015-03-13	-0.012	-0.012	13,112,752	696,649,792	0.457	0.468	7.744	34,289.101563	10,076,750,848	7,949,831
AAL	2015-03-20	0.075	0.087	13,422,468	696,649,984	0.463	0.388	13.72	38,845.199219	10,035,125,248	46,145,104
AAL	2015-03-27	-0.008	-0.083	13,422,468	696,650,240	0.463	0.471	11.698	36,685.601563	9,993,499,648	13,693,473
AAL	2015-04-03	0.032	0.041	14,137,143	696,650,752	0.467	0.434	12.012	34,257.800781	9,951,875,072	11,463,745
AAL	2015-04-10	-0.007	-0.04	14,137,143	696,649,984	0.466	0.474	7.454	33,251.101563	9,910,250,496	11,437,230
AAL	2015-04-17	0.232	0.239	31,866,832	696,650,816	0.669	0.437	3.107	33,571.601563	9,868,624,896	8,978,200
AAL	2015-04-24	0.252	0.02	31,866,832	692,799,488	0.669	0.417	6.261	36,514	9,827,000,320	11,555,390
AAL	2015-05-01	0.226	-0.026	30,513,712	692,798,144	0.664	0.437	4.266	34,217.300781	9,903,923,200	10,922,858
AAL	2015-05-08	0.208	-0.019	30,513,712	692,799,680	0.664	0.456	4.811	33,974.898438	9,980,846,080	8,999,475
AAL	2015-05-15	0.26	0.053	28,204,208	692,799,744	0.649	0.389	4.397	33,715.101563	10,057,768,960	7,608,167.5
AAL	2015-05-22	0.179	-0.081	28,204,208	692,799,808	0.649	0.47	5.484	29,520.199219	10,134,691,840	22,521,276
AAL	2015-05-29	0.198	0.02	28,204,208	692,799,168	0.649	0.451	2.675	29,353.900391	10,211,615,744	13,243,463
AAL	2015-06-05	0.142	-0.057	25,866,878	692,799,552	0.619	0.477	3.173	28,903.599609	10,288,538,624	14,820,350
AAL	2015-06-12	0.134	-0.008	25,866,878	692,799,360	0.619	0.486	4.913	28,200.400391	10,365,461,504	17,793,012
AAL	2015-06-19	0.166	0.032	27,634,302	692,798,336	0.628	0.462	8.294	28,792.699219	10,442,384,384	11,691,027
AAL	2015-06-26	0.14	-0.026	27,634,302	692,799,232	0.628	0.488	2.556	28,709.599609	10,519,307,264	10,142,412
AAL	2015-07-03	0.132	-0.008	25,073,328	692,797,824	0.593	0.461	10.085	27,039.900391	10,596,231,168	16,205,827
AAL	2015-07-10	0.114	-0.018	25,073,328	692,797,824	0.593	0.479	4.352	28,550.199219	10,673,154,048	11,133,846
AAL	2015-07-17	0.132	0.018	23,087,616	692,799,488	0.575	0.443	3.076	28,681.900391	10,750,076,928	12,909,702
AAL	2015-07-24	0.101	-0.031	23,087,616	671,819,264	0.583	0.481	10.182	26,624.199219	10,826,999,808	11,996,252
AAL	2015-07-31	0.108	0.006	23,336,160	671,820,480	0.59	0.482	4.84	26,940	10,817,692,672	7,974,112.5
AAL	2015-08-07	0.117	0.01	23,336,160	671,819,712	0.59	0.473	5.35	27,873.800781	10,808,384,512	8,633,176
AAL	2015-08-14	0.158	0.041	23,336,160	671,821,376	0.592	0.434	5.485	28,807.699219	10,799,077,376	7,827,532.5
AAL	2015-08-21	0.13	-0.028	25,285,472	671,821,440	0.615	0.485	2.912	26,704.900391	10,789,769,216	9,644,762
AAL	2015-08-28	0.145	0.015	25,285,472	671,820,288	0.615	0.469	4.945	25,945.699219	10,780,461,056	14,746,295
AAL	2015-09-04	0.117	-0.028	22,627,568	671,820,224	0.574	0.457	5.971	27,275.900391	10,771,153,920	13,482,610
AAL	2015-09-11	0.082	-0.035	22,627,568	671,819,648	0.574	0.492	6.646	28,317.199219	10,761,845,760	10,278,205
AAL	2015-09-18	0.137	0.055	24,851,824	671,821,120	0.584	0.447	2.516	29,217.5	10,752,538,624	9,471,498
AAL	2015-09-25	0.097	-0.04	24,851,824	671,821,504	0.584	0.487	5.893	27,034.099609	10,743,230,464	9,090,379
AAL	2015-10-02	0.095	-0.003	25,384,688	671,819,840	0.575	0.48	5.249	25,952.400391	10,733,923,328	10,819,335
AAL	2015-10-09	0.079	-0.016	25,384,688	671,819,968	0.575	0.496	4.756	28,498.599609	10,724,615,168	11,622,241
AAL	2015-10-16	0.092	0.014	26,118,848	671,821,120	0.582	0.489	4.987	29,365.300781	10,715,308,032	11,115,540
AAL	2015-10-23	0.095	0.002	26,118,848	630,326,272	0.599	0.504	3.826	28,787	10,705,999,872	11,642,523
AAL	2015-10-30	0.129	0.034	26,620,912	630,324,544	0.606	0.478	3.672	29,133.599609	10,646,221,824	7,860,830
AAL	2015-11-06	0.145	0.016	26,620,912	630,326,400	0.607	0.463	3.263	28,579	10,586,445,824	7,757,807
AAL	2015-11-13	0.138	-0.007	26,620,912	630,324,480	0.607	0.469	7.981	27,387.599609	10,526,666,752	6,200,823.5
AAL	2015-11-20	0.109	-0.028	25,409,824	630,324,608	0.605	0.495	4.6	26,599.699219	10,466,888,704	8,610,675
AAL	2015-11-27	0.085	-0.024	25,409,824	630,326,208	0.605	0.519	5.297	26,278.300781	10,407,110,656	4,771,862
AAL	2015-12-04	0.096	0.011	22,390,624	630,324,672	0.577	0.481	3.895	28,345.699219	10,347,333,632	8,014,052
AAL	2015-12-11	0.056	-0.04	22,390,624	630,325,504	0.576	0.52	6.81	26,530.400391	10,287,555,584	8,829,444
AAL	2015-12-18	0.084	0.028	22,591,840	630,326,080	0.58	0.496	5.13	25,900.099609	10,227,777,536	10,152,268
AAL	2015-12-25	0.075	-0.009	22,591,840	630,326,336	0.58	0.505	3.395	27,614.599609	10,168,000,512	5,425,737
AAL	2016-01-01	0.093	0.018	21,939,200	630,325,888	0.572	0.479	3.362	26,694.300781	10,108,222,464	5,108,087
AAL	2016-01-08	0.064	-0.029	21,939,200	630,324,544	0.571	0.507	9.777	25,446.199219	10,048,444,416	11,022,213
AAL	2016-01-15	0.056	-0.008	21,710,704	630,325,120	0.574	0.518	5.11	24,431.400391	9,988,666,368	14,382,676
AAL	2016-01-22	0.041	-0.015	21,710,704	630,326,208	0.574	0.532	3.682	25,313.900391	9,928,889,344	10,905,933
AAL	2016-01-29	0.035	-0.006	21,710,704	630,325,696	0.574	0.539	7.081	24,576.400391	9,869,111,296	13,293,579
AAL	2016-02-05	0.012	-0.023	21,138,096	630,326,528	0.549	0.537	5.911	23,164.5	9,809,333,248	11,097,697
AAL	2016-02-12	0.004	-0.008	21,138,096	630,325,248	0.549	0.545	5.746	23,838.900391	9,749,555,200	9,917,618
AAL	2016-02-19	0.082	0.079	18,475,072	630,324,480	0.507	0.425	0.49	25,061.699219	9,689,778,176	9,059,546
AAL	2016-02-26	-0.002	-0.084	18,475,072	603,016,896	0.519	0.521	8.444	24,645.300781	9,630,000,128	7,387,372.5
AAL	2016-03-04	0.043	0.045	21,307,760	603,017,024	0.554	0.511	6.001	25,103.599609	9,605,624,832	7,975,551
AAL	2016-03-11	0.027	-0.016	21,307,760	603,018,560	0.554	0.527	6.933	25,610.199219	9,581,249,536	7,065,703.5
AAL	2016-03-18	0.086	0.059	23,528,416	603,017,920	0.579	0.493	5.493	26,195.099609	9,556,875,264	6,702,578

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