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
ZION	2017-04-21	0.19	-0.035	18,123,872	202,423,504	0.772	0.581	0.67	8,269	602,020,288	2,489,999.75
ZION	2017-04-28	0.19	0	17,745,632	202,423,184	0.769	0.578	0.455	8,103	600,680,192	4,364,800
ZION	2017-05-05	0.21	0.02	17,745,632	202,422,096	0.769	0.559	0.566	8,248.700195	599,340,096	2,733,400
ZION	2017-05-12	0.177	-0.034	17,745,632	202,630,128	0.77	0.594	0.461	8,135.600098	598,000,000	2,216,600
ZION	2017-05-19	0.2	0.023	17,819,696	202,628,432	0.768	0.568	0.939	8,125.399902	602,230,720	3,534,000.25
ZION	2017-05-26	0.198	-0.002	17,819,696	202,630,416	0.768	0.57	0.419	8,196.400391	606,461,568	2,964,600
ZION	2017-06-02	0.225	0.027	18,345,472	202,628,432	0.771	0.546	0.673	8,125.399902	610,692,288	5,652,500
ZION	2017-06-09	0.177	-0.048	18,345,472	202,628,704	0.772	0.595	0.304	8,579.299805	614,923,072	3,198,400
ZION	2017-06-16	0.19	0.013	15,851,023	202,629,376	0.745	0.555	0.967	8,731.299805	619,153,856	2,915,000
ZION	2017-06-23	0.229	0.039	15,851,023	202,628,192	0.745	0.516	0.128	8,496.200195	623,384,640	2,023,200
ZION	2017-06-30	0.18	-0.049	16,755,099	202,630,384	0.753	0.573	0.432	8,897.5	627,615,360	2,769,200.25
ZION	2017-07-07	0.186	0.006	16,755,099	202,628,272	0.753	0.567	0.577	9,004.799805	631,846,144	1,801,500
ZION	2017-07-14	0.205	0.02	16,755,099	202,629,680	0.752	0.547	0.511	9,061.599609	636,076,928	2,786,400
ZION	2017-07-21	0.175	-0.03	16,974,544	202,629,760	0.749	0.574	0.64	8,822.5	640,307,712	2,228,000
ZION	2017-07-28	0.181	0.006	16,974,544	202,629,264	0.748	0.567	0.69	9,171	644,538,432	3,095,000
ZION	2017-08-04	0.217	0.035	18,200,768	202,630,096	0.758	0.541	0.638	9,345.299805	648,769,216	2,583,400
ZION	2017-08-11	0.183	-0.034	18,200,768	202,171,824	0.759	0.576	0.46	8,917.799805	653,000,000	2,238,000.25
ZION	2017-08-18	0.224	0.041	17,078,400	202,172,144	0.752	0.528	0.558	8,879.400391	653,230,784	1,492,400
ZION	2017-08-25	0.198	-0.026	17,078,400	202,172,240	0.752	0.554	0.526	9,037.099609	653,461,568	1,387,800.125
ZION	2017-09-01	0.242	0.044	16,822,368	202,172,832	0.747	0.505	0.821	8,960.299805	653,692,288	1,773,200
ZION	2017-09-08	0.187	-0.055	16,822,368	202,171,008	0.748	0.561	0.653	8,418.400391	653,923,072	2,446,250
ZION	2017-09-15	0.215	0.028	17,249,696	202,171,904	0.748	0.534	0.74	8,750	654,153,856	3,300,800
ZION	2017-09-22	0.171	-0.044	17,249,696	202,172,000	0.749	0.577	0.701	9,122	654,384,640	2,236,800
ZION	2017-09-29	0.18	0.009	17,249,696	202,172,528	0.748	0.568	0.709	9,538.5	654,615,360	2,207,800
ZION	2017-10-06	0.186	0.006	17,492,480	202,172,096	0.749	0.563	0.47	9,680	654,846,144	1,851,000.125
ZION	2017-10-13	0.23	0.044	17,492,480	202,171,696	0.749	0.519	0.315	9,421.200195	655,076,928	1,414,400
ZION	2017-10-20	0.23	0	18,255,664	202,172,784	0.76	0.53	0.491	9,453.599609	655,307,712	1,868,999.875
ZION	2017-10-27	0.184	-0.046	18,255,664	202,171,504	0.76	0.575	0.657	9,524.299805	655,538,432	2,784,800
ZION	2017-11-03	0.242	0.058	18,125,056	202,172,608	0.762	0.52	0.333	9,463.700195	655,769,216	1,546,000
ZION	2017-11-10	0.208	-0.034	18,125,056	199,742,784	0.764	0.556	0.853	8,774.700195	656,000,000	2,182,799.75
ZION	2017-11-17	0.16	-0.049	17,083,984	199,742,976	0.756	0.597	0.515	9,248.099609	657,312,512	2,749,199.75
ZION	2017-11-24	0.126	-0.034	17,083,984	199,743,248	0.756	0.63	0.345	9,258.099609	658,625,024	1,474,750
ZION	2017-12-01	0.165	0.039	17,485,968	199,744,400	0.756	0.591	0.881	10,003.200195	659,937,472	3,277,800
ZION	2017-12-08	0.057	-0.108	17,485,968	199,744,752	0.756	0.699	0.46	10,173	661,249,984	2,705,800
ZION	2017-12-15	0.14	0.084	18,177,440	199,744,064	0.763	0.623	0.66	9,989.200195	662,562,496	2,751,000
ZION	2017-12-22	0.091	-0.05	18,177,440	199,742,832	0.763	0.672	0.498	10,252.799805	663,875,008	1,628,000
ZION	2017-12-29	0.209	0.119	18,177,440	199,744,240	0.763	0.554	0.269	10,153	665,187,520	935,250
ZION	2018-01-05	0.11	-0.1	19,557,104	199,744,448	0.776	0.666	0.501	10,161	666,499,968	2,121,000
ZION	2018-01-12	0.153	0.043	19,557,104	199,742,880	0.776	0.623	0.458	10,642.299805	667,812,480	1,850,599.875
ZION	2018-01-19	0.153	0	18,904,112	199,743,168	0.775	0.622	0.397	10,732.200195	669,124,992	1,674,000
ZION	2018-01-26	0.098	-0.055	18,904,112	199,744,544	0.775	0.677	0.714	10,790.200195	670,437,504	2,278,000.25
ZION	2018-02-02	0.152	0.055	20,949,136	199,743,280	0.787	0.634	0.375	10,816.099609	671,750,016	3,121,400
ZION	2018-02-09	0.064	-0.088	20,949,136	199,744,384	0.787	0.722	0.569	10,314.799805	673,062,528	3,884,000
ZION	2018-02-16	0.13	0.066	20,566,560	199,743,968	0.786	0.656	0.598	10,999.900391	674,375,040	2,744,600
ZION	2018-02-23	0.093	-0.037	20,566,560	199,743,184	0.786	0.693	0.612	11,121.700195	675,687,488	2,144,000
ZION	2018-03-02	0.136	0.043	20,330,784	196,513,408	0.789	0.654	0.497	10,770.900391	677,000,000	2,379,400
ZION	2018-03-09	0.122	-0.014	20,330,784	196,514,720	0.79	0.668	0.384	11,209.200195	681,299,904	2,318,200
ZION	2018-03-16	0.191	0.069	22,010,848	196,514,768	0.801	0.61	0.741	10,910.5	685,600,000	3,042,200
ZION	2018-03-23	0.186	-0.005	22,010,848	196,513,760	0.801	0.615	0.391	10,067.400391	689,900,032	2,554,800.25
ZION	2018-03-30	0.206	0.02	25,683,330	196,514,336	0.819	0.613	0.522	10,362.200195	694,200,000	2,109,000
ZION	2018-04-06	0.219	0.013	25,683,330	196,514,384	0.819	0.601	0.23	10,108.700195	698,499,968	2,161,800
ZION	2018-04-13	0.216	-0.003	25,351,408	196,514,656	0.818	0.602	0.472	10,385.799805	702,800,000	1,980,000
ZION	2018-04-20	0.249	0.033	25,351,408	196,514,880	0.818	0.569	0.344	10,572.5	707,100,032	2,166,200
ZION	2018-04-27	0.277	0.028	25,351,408	196,514,400	0.818	0.541	0.272	10,926.200195	711,400,000	2,827,800
ZION	2018-05-04	0.247	-0.03	25,150,368	196,514,624	0.814	0.567	0.618	10,898.700195	715,699,968	2,439,200
ZION	2018-05-11	0.245	-0.002	25,150,368	197,114,688	0.815	0.57	0.432	11,395.200195	720,000,000	2,144,600
ZION	2018-05-18	0.315	0.069	25,440,368	197,114,416	0.817	0.502	0.443	11,387.299805	717,000,000	1,492,400
ZION	2018-05-25	0.311	-0.003	25,440,368	197,114,816	0.817	0.505	0.201	11,245.400391	714,000,000	1,674,400
ZION	2018-06-01	0.286	-0.026	26,273,536	197,114,640	0.82	0.534	0.429	10,971.400391	711,000,000	2,313,750
ZION	2018-06-08	0.314	0.028	26,273,536	197,114,896	0.82	0.506	0.361	11,273	708,000,000	1,597,400.125
ZION	2018-06-15	0.318	0.004	26,424,000	197,114,704	0.819	0.5	0.367	10,896.5	705,000,000	2,000,199.875
ZION	2018-06-22	0.278	-0.041	26,424,000	197,115,840	0.818	0.541	0.391	10,941.900391	702,000,000	1,728,999.875
ZION	2018-06-29	0.288	0.01	26,424,000	197,115,200	0.819	0.531	0.434	10,386	699,000,000	2,178,400
ZION	2018-07-06	0.281	-0.007	26,904,784	197,114,864	0.821	0.54	0.546	10,364.299805	696,000,000	1,541,250
ZION	2018-07-13	0.261	-0.02	26,904,784	197,115,536	0.821	0.56	0.367	10,202.700195	693,000,000	2,090,800
ZION	2018-07-20	0.293	0.032	26,434,384	197,115,632	0.814	0.521	0.282	10,449.099609	690,000,000	2,367,200
ZION	2018-07-27	0.263	-0.031	26,434,384	197,114,944	0.814	0.552	0.347	10,186.900391	687,000,000	3,569,200.25
ZION	2018-08-03	0.259	-0.003	26,624,576	197,114,736	0.817	0.558	0.327	10,514.099609	684,000,000	3,081,200.25
ZION	2018-08-10	0.272	0.013	26,624,576	194,402,560	0.819	0.547	0.33	10,315	681,000,000	1,539,200
ZION	2018-08-17	0.255	-0.017	24,994,560	194,403,504	0.812	0.557	0.362	10,445.299805	683,384,640	1,780,999.875
ZION	2018-08-24	0.26	0.005	24,994,560	194,402,848	0.812	0.551	0.492	10,385	685,769,216	1,142,000
ZION	2018-08-31	0.295	0.035	25,146,448	194,402,336	0.816	0.521	0.408	10,359.700195	688,153,856	1,786,400
ZION	2018-09-07	0.28	-0.016	25,146,448	194,402,976	0.816	0.536	0.402	10,256.700195	690,538,432	1,613,250
ZION	2018-09-14	0.305	0.025	25,146,448	194,403,360	0.816	0.511	0.381	10,149.799805	692,923,072	1,511,399.875
ZION	2018-09-21	0.256	-0.049	24,524,752	194,403,664	0.811	0.555	0.293	10,219.799805	695,307,712	2,471,200
ZION	2018-09-28	0.236	-0.021	24,524,752	194,402,784	0.811	0.575	0.25	9,749.299805	697,692,288	1,615,200
ZION	2018-10-05	0.257	0.021	25,363,120	194,402,976	0.815	0.558	0.449	9,947.599609	700,076,928	1,972,999.875
ZION	2018-10-12	0.205	-0.052	25,363,120	194,402,720	0.814	0.61	0.516	9,374.099609	702,461,568	2,547,400
ZION	2018-10-19	0.245	0.04	25,542,270	194,402,800	0.811	0.567	0.589	9,131.099609	704,846,144	2,790,600
ZION	2018-10-26	0.234	-0.01	25,542,270	194,402,928	0.811	0.577	0.205	9,051.400391	707,230,784	3,825,600
ZION	2018-11-02	0.248	0.014	24,918,672	194,403,168	0.812	0.563	0.68	9,364.400391	709,615,360	4,297,200
ZION	2018-11-09	0.214	-0.034	24,918,672	192,185,008	0.816	0.602	0.312	9,640	712,000,000	2,640,600
ZION	2018-11-16	0.208	-0.006	23,784,432	192,184,608	0.811	0.603	0.534	9,307.5	711,812,480	2,945,000
ZION	2018-11-23	0.184	-0.024	23,784,432	192,184,176	0.811	0.627	0.412	9,036.5	711,625,024	1,787,250
ZION	2018-11-30	0.155	-0.029	23,651,472	192,184,560	0.81	0.655	0.252	9,351.700195	711,437,504	2,055,200
ZION	2018-12-07	0.117	-0.038	23,651,472	192,185,760	0.81	0.692	0.391	8,669.5	711,249,984	2,826,250
ZION	2018-12-14	0.148	0.031	23,651,472	192,185,840	0.809	0.661	0.653	7,983.399902	711,062,528	3,615,200
ZION	2018-12-21	0.093	-0.055	23,323,888	192,186,368	0.81	0.716	0.613	7,506.799805	710,875,008	3,581,800
ZION	2018-12-28	0.066	-0.028	23,323,888	192,184,016	0.81	0.744	0.559	7,770	710,687,488	2,392,000
ZION	2019-01-04	0.091	0.026	21,958,416	192,184,416	0.801	0.71	0.34	8,190.899902	710,499,968	2,314,500
ZION	2019-01-11	0.078	-0.013	21,958,416	192,184,592	0.801	0.723	0.393	8,454.200195	710,312,512	2,423,200
ZION	2019-01-18	0.086	0.008	19,744,272	192,184,912	0.784	0.698	0.597	9,042.299805	710,124,992	2,988,000
ZION	2019-01-25	0.082	-0.003	19,744,272	192,185,696	0.784	0.701	0.651	9,355.599609	709,937,472	4,056,250
ZION	2019-02-01	0.106	0.024	21,659,632	192,184,704	0.797	0.691	0.357	9,280.599609	709,750,016	2,616,000
ZION	2019-02-08	0.08	-0.026	21,659,632	192,185,952	0.797	0.716	0.357	9,424.799805	709,562,496	2,926,400
ZION	2019-02-15	0.107	0.027	23,378,192	192,185,200	0.808	0.701	0.417	9,630.400391	709,374,976	2,441,000
ZION	2019-02-22	0.157	0.05	23,378,192	192,184,880	0.808	0.651	0.098	9,834.099609	709,187,520	2,281,999.75
ZION	2019-03-01	0.136	-0.021	23,378,192	186,159,872	0.813	0.676	0.304	9,525.799805	709,000,000	2,138,800
ZION	2019-03-08	0.091	-0.046	24,404,048	186,160,160	0.817	0.726	0.604	9,066	708,499,968	2,032,000
ZION	2019-03-15	0.169	0.078	25,130,256	186,159,472	0.822	0.653	0.535	9,151.599609	708,000,000	2,388,600

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