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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
ABR	2020-01-31	0.104	-0.004	5,177,560	97,752,200	0.663	0.558	1.972	1,443.800049	96,009,200	1,021,200
ABR	2020-02-07	0.09	-0.014	5,177,560	97,751,480	0.662	0.572	0.877	1,486.800049	96,086,600	810,000
ABR	2020-02-14	0.096	0.005	5,177,560	111,244,928	0.631	0.535	0.348	1,644.199951	96,164,000	945,600
ABR	2020-02-21	0.083	-0.012	5,261,367	111,243,240	0.642	0.559	0.475	1,646.400024	91,554,416	1,056,000
ABR	2020-02-28	0.023	-0.06	5,261,367	111,243,824	0.643	0.62	1.313	1,350.5	86,944,832	3,292,400.25
ABR	2020-03-06	-0.019	-0.042	4,760,749	111,248,960	0.623	0.642	0.58	1,345	82,335,248	1,867,800.125
ABR	2020-03-13	0.002	0.021	4,760,749	111,247,056	0.625	0.622	0.827	945.599976	77,725,664	2,441,600
ABR	2020-03-20	-0.035	-0.037	4,503,360	111,244,816	0.612	0.647	1.661	536.200012	73,116,080	5,939,600
ABR	2020-03-27	-0.062	-0.027	4,503,360	111,242,688	0.613	0.675	0.975	760.900024	68,506,496	4,163,800
ABR	2020-04-03	-0.197	-0.135	3,046,401	111,256,168	0.5	0.697	2.404	451.700012	63,896,916	3,445,600
ABR	2020-04-10	-0.181	0.016	3,046,401	111,242,000	0.5	0.681	1.437	868.799988	59,287,332	4,576,750
ABR	2020-04-17	-0.239	-0.058	2,227,875	111,242,600	0.445	0.685	2.773	752	54,677,752	2,610,600
ABR	2020-04-24	-0.215	0.024	2,227,875	111,250,000	0.445	0.66	3.494	667.5	50,068,168	1,866,200.125
ABR	2020-05-01	-0.2	0.014	2,612,388	111,242,512	0.481	0.682	2.206	743.099976	45,458,584	2,575,800
ABR	2020-05-08	-0.184	0.016	2,612,388	110,252,992	0.484	0.668	2.116	828	40,849,000	2,798,200
ABR	2020-05-15	-0.095	0.089	4,021,472	110,247,680	0.587	0.682	1.502	712.200012	46,486,500	3,028,600
ABR	2020-05-22	-0.06	0.035	4,021,472	110,253,488	0.586	0.646	0.648	869.900024	52,124,000	2,139,800
ABR	2020-05-29	-0.087	-0.027	4,021,472	110,249,408	0.586	0.673	1.106	928.299988	57,761,500	2,393,999.75
ABR	2020-06-05	0.001	0.088	5,853,782	110,246,656	0.669	0.667	0.882	1,072.699951	63,399,000	2,996,600
ABR	2020-06-12	0.023	0.021	5,853,782	110,253,544	0.67	0.647	0.701	1,087.099976	69,036,496	2,906,800.25
ABR	2020-06-19	-0.031	-0.054	4,746,854	110,248,184	0.624	0.655	1.095	1,066.099976	74,674,000	2,139,400
ABR	2020-06-26	-0.016	0.015	4,746,854	110,248,384	0.624	0.64	1.935	1,020.900024	80,311,504	4,859,600
ABR	2020-07-03	0.008	0.024	4,813,561	110,248,304	0.63	0.622	1.384	976.799988	85,949,000	1,536,250
ABR	2020-07-10	-0.01	-0.017	4,813,561	110,251,896	0.63	0.64	0.863	875.400024	91,586,496	2,299,200
ABR	2020-07-17	0.117	0.127	7,979,415	110,254,624	0.711	0.593	0.787	952.599976	97,224,000	1,412,999.875
ABR	2020-07-24	0.125	0.007	7,979,415	110,248,304	0.711	0.586	0.8	976.799988	102,861,504	1,010,600
ABR	2020-07-31	0.055	-0.07	5,858,488	112,217,864	0.651	0.596	0.756	1,143.5	108,499,000	1,505,600
ABR	2020-08-07	0.045	-0.01	5,858,488	112,210,528	0.653	0.608	1.406	1,279.199951	109,440,848	2,102,200
ABR	2020-08-14	0.061	0.016	5,858,488	112,215,360	0.656	0.595	0.872	1,271.400024	110,382,696	1,771,200
ABR	2020-08-21	0.091	0.03	6,049,618	112,216,208	0.67	0.579	1.039	1,245.599976	111,324,536	1,140,600.125
ABR	2020-08-28	0.099	0.007	6,049,618	112,211,712	0.67	0.571	0.375	1,303.900024	112,266,384	959,200
ABR	2020-09-04	0.077	-0.021	6,323,260	112,217,320	0.679	0.602	0.488	1,270.300049	113,208,232	1,334,800
ABR	2020-09-11	0.146	0.068	6,323,260	112,217,352	0.679	0.534	0.332	1,280.400024	114,150,080	932,750
ABR	2020-09-18	0.067	-0.079	4,877,609	112,211,296	0.627	0.561	0.687	1,370.099976	115,091,920	1,323,600
ABR	2020-09-25	0.03	-0.036	4,877,609	112,211,712	0.627	0.596	0.415	1,303.900024	116,033,768	1,227,000.125
ABR	2020-10-02	0.065	0.035	5,242,586	112,210,960	0.64	0.575	0.375	1,329.699951	116,975,616	894,600
ABR	2020-10-09	0.085	0.019	5,242,586	112,214,656	0.639	0.555	0.345	1,317.400024	117,917,464	1,030,800
ABR	2020-10-16	0.091	0.007	5,179,503	112,214,520	0.63	0.538	1.902	1,297.199951	118,859,304	886,400
ABR	2020-10-23	0.066	-0.025	5,179,503	112,211,936	0.629	0.563	0.504	1,334.199951	119,801,152	1,101,799.875
ABR	2020-10-30	0.027	-0.039	4,567,041	116,133,664	0.603	0.575	0.628	1,372.699951	120,743,000	1,390,200.125
ABR	2020-11-06	-0.003	-0.031	4,567,041	116,133,016	0.604	0.608	0.527	1,501.599976	123,472,496	1,816,800
ABR	2020-11-13	-0.031	-0.027	4,567,041	116,132,600	0.605	0.636	1.44	1,471.400024	126,202,000	3,157,400
ABR	2020-11-20	-0.004	0.027	4,560,391	116,132,432	0.609	0.612	1.344	1,543.400024	128,931,504	1,543,000.125
ABR	2020-11-27	0.046	0.05	4,560,391	116,128,568	0.607	0.561	1.43	1,589.800049	131,661,000	1,134,250
ABR	2020-12-04	0.027	-0.019	4,504,242	116,134,704	0.606	0.579	0.297	1,586.400024	134,390,496	1,167,200
ABR	2020-12-11	-0.013	-0.041	4,504,242	116,133,432	0.607	0.62	1.839	1,618.900024	137,120,000	1,347,000.125
ABR	2020-12-18	0.018	0.031	4,978,275	116,129,488	0.623	0.606	0.831	1,650.199951	139,849,504	1,862,800
ABR	2020-12-25	0.032	0.014	4,978,275	116,128,112	0.623	0.591	1.691	1,631.599976	142,579,008	885,750
ABR	2021-01-01	0.139	0.107	5,087,315	116,128,344	0.625	0.486	1.376	1,646.699951	145,308,496	756,750
ABR	2021-01-08	0.027	-0.112	5,087,315	116,129,488	0.625	0.598	0.693	1,650.199951	148,038,000	1,357,400.125
ABR	2021-01-15	0.068	0.041	5,232,041	116,133,512	0.621	0.552	0.923	1,670	150,767,504	1,143,600
ABR	2021-01-22	0.064	-0.004	5,232,041	116,131,232	0.621	0.557	1.025	1,699	153,496,992	1,075,500
ABR	2021-01-29	0.028	-0.036	5,232,041	116,129,032	0.62	0.592	0.519	1,656	156,226,496	1,122,200.125
ABR	2021-02-05	0.019	-0.009	4,871,358	116,129,448	0.609	0.59	1.48	1,794.199951	158,956,000	1,128,800
ABR	2021-02-12	0.07	0.05	4,871,358	116,130,288	0.608	0.538	0.828	1,782.599976	161,685,504	1,056,200
ABR	2021-02-19	0.016	-0.054	4,507,491	123,920,848	0.587	0.571	1.489	2,003.800049	164,415,008	1,161,500
ABR	2021-02-26	0.009	-0.007	4,507,491	123,923,216	0.587	0.578	0.782	2,065.800049	161,082,720	2,522,400
ABR	2021-03-05	-0.034	-0.044	4,414,529	123,922,184	0.579	0.613	0.462	1,943.099976	157,750,448	1,778,000
ABR	2021-03-12	0.011	0.045	4,414,529	123,924,504	0.579	0.568	2.609	2,068.300049	154,418,192	1,155,399.875
ABR	2021-03-19	0.006	-0.005	4,580,445	123,920,632	0.583	0.577	0.479	2,060.800049	151,085,904	1,126,800
ABR	2021-03-26	-0.024	-0.03	4,580,445	123,922,080	0.582	0.606	0.507	1,908.400024	147,753,632	1,969,200
ABR	2021-04-02	0.042	0.067	4,133,871	123,923,264	0.55	0.508	1.224	2,002.599976	144,421,360	2,060,999.875
ABR	2021-04-09	-0.028	-0.07	4,133,871	123,923,408	0.548	0.576	2.224	1,974.099976	141,089,088	1,120,600.125
ABR	2021-04-16	0.061	0.089	3,913,002	123,918,840	0.532	0.471	1.495	2,045.900024	137,756,816	817,800
ABR	2021-04-23	-0.05	-0.111	3,913,002	123,920,096	0.531	0.581	1.476	2,140.100098	134,424,544	1,004,000
ABR	2021-04-30	0.01	0.061	3,899,762	123,919,680	0.524	0.514	1.098	2,190.899902	131,092,272	936,000
ABR	2021-05-07	-0.043	-0.053	3,899,762	133,054,456	0.507	0.55	3.155	2,369.699951	127,760,000	1,371,600
ABR	2021-05-14	-0.022	0.021	3,899,762	133,057,752	0.508	0.53	1.497	2,349.800049	128,775,080	2,297,000
ABR	2021-05-21	-0.05	-0.028	4,473,917	133,057,800	0.534	0.585	0.686	2,301.899902	129,790,168	1,751,000.125
ABR	2021-05-28	-0.027	0.023	4,473,917	133,053,728	0.534	0.562	1.203	2,426.899902	130,805,256	1,291,600
ABR	2021-06-04	0.015	0.043	4,966,458	133,054,960	0.551	0.536	1.092	2,469.5	131,820,336	1,423,500
ABR	2021-06-11	-0.041	-0.056	4,966,458	133,057,584	0.552	0.593	0.674	2,541.399902	132,835,416	1,437,400.125
ABR	2021-06-18	0.018	0.059	5,272,869	133,057,464	0.563	0.545	1.523	2,315.199951	133,850,496	3,077,199.75
ABR	2021-06-25	-0.039	-0.057	5,272,869	133,056,016	0.563	0.603	0.546	2,446.899902	134,865,584	2,189,800
ABR	2021-07-02	-0.023	0.016	5,327,981	133,055,712	0.559	0.582	0.377	2,364.399902	135,880,672	1,243,600
ABR	2021-07-09	-0.017	0.006	5,327,981	133,059,080	0.56	0.577	0.48	2,409.699951	136,895,744	1,387,500
ABR	2021-07-16	0.067	0.084	6,021,992	133,058,704	0.584	0.517	0.766	2,357.800049	137,910,832	1,163,600
ABR	2021-07-23	-0.025	-0.092	6,021,992	133,056,504	0.584	0.609	1.194	2,355.100098	138,925,920	1,490,000
ABR	2021-07-30	0.065	0.089	5,524,973	142,155,360	0.563	0.499	1.587	2,598.600098	139,940,992	1,251,800.125
ABR	2021-08-06	-0.022	-0.087	5,524,973	142,156,864	0.564	0.586	1.424	2,610	139,906,928	1,286,200.125
ABR	2021-08-13	-0.016	0.006	5,524,973	142,154,080	0.564	0.581	0.637	2,619.899902	139,872,848	1,963,399.875
ABR	2021-08-20	-0.075	-0.058	5,006,417	142,157,296	0.548	0.623	1.34	2,530.399902	139,838,768	1,464,800
ABR	2021-08-27	-0.037	0.038	5,006,417	142,153,760	0.549	0.586	1.663	2,607.100098	139,804,688	1,241,799.875
ABR	2021-09-03	-0.004	0.032	5,638,207	142,154,176	0.566	0.571	0.851	2,600	139,770,608	1,153,400.125
ABR	2021-09-10	0.032	0.037	5,638,207	142,157,952	0.567	0.535	0.434	2,556	139,736,544	906,000
ABR	2021-09-17	0.039	0.007	5,157,619	142,157,072	0.552	0.512	1.213	2,570.199951	139,702,464	1,619,000.125
ABR	2021-09-24	0.004	-0.035	5,157,619	142,155,664	0.552	0.548	0.536	2,611.399902	139,668,384	1,133,600
ABR	2021-10-01	-0.021	-0.025	4,978,538	142,156,144	0.546	0.567	1.224	2,676.800049	139,634,304	1,160,800
ABR	2021-10-08	-0.022	-0.001	4,978,538	142,156,656	0.547	0.568	1.339	2,722.300049	139,600,224	1,109,200
ABR	2021-10-15	0.004	0.026	5,774,702	142,157,360	0.573	0.569	0.402	2,728	139,566,160	1,087,600
ABR	2021-10-22	0.053	0.049	5,774,702	142,154,768	0.572	0.519	0.721	2,810.399902	139,532,080	1,036,400
ABR	2021-10-29	0.05	-0.003	5,774,702	143,008,432	0.571	0.521	0.27	2,875.899902	139,498,000	1,409,600
ABR	2021-11-05	0.019	-0.031	6,652,399	143,005,600	0.595	0.576	1.601	2,807.199951	142,031,312	2,859,200
ABR	2021-11-12	-0.014	-0.034	6,652,399	143,008,848	0.596	0.611	1.138	2,747.199951	144,564,624	1,643,800.125
ABR	2021-11-19	0.023	0.037	6,913,019	143,005,440	0.602	0.58	0.53	2,631.300049	147,097,952	1,366,800
ABR	2021-11-26	0.034	0.011	6,913,019	143,009,392	0.602	0.569	0.259	2,589.899902	149,631,248	1,311,000.125
ABR	2021-12-03	-0.011	-0.045	6,521,033	143,008,032	0.602	0.613	1.069	2,491.199951	152,164,560	1,983,800.125
ABR	2021-12-10	0.038	0.049	6,521,033	143,006,608	0.601	0.563	0.584	2,597	154,697,872	1,294,599.875
ABR	2021-12-17	-0.053	-0.092	5,630,299	143,005,280	0.576	0.629	0.815	2,441.100098	157,231,184	2,269,199.75
ABR	2021-12-24	-0.044	0.01	5,630,299	143,007,728	0.576	0.619	0.722	2,591.300049	159,764,496	1,929,750

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