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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
ZION	2019-03-22	0.052	-0.117	25,130,256	186,159,488	0.823	0.771	0.396	8,124	707,500,032	3,286,400
ZION	2019-03-29	0.153	0.101	25,130,256	186,159,456	0.823	0.67	0.618	8,453.5	707,000,000	2,739,200
ZION	2019-04-05	0.121	-0.032	25,076,480	186,159,328	0.817	0.696	0.262	8,855.599609	706,499,968	2,418,600
ZION	2019-04-12	0.159	0.038	25,076,480	186,160,688	0.816	0.657	0.237	9,013.900391	706,000,000	1,616,000
ZION	2019-04-19	0.082	-0.077	23,442,352	186,160,688	0.809	0.727	0.644	8,805.400391	705,500,032	1,791,750
ZION	2019-04-26	0.056	-0.026	23,442,352	186,159,984	0.808	0.753	0.606	9,075.299805	705,000,000	2,213,400
ZION	2019-05-03	0.177	0.121	25,164,016	186,159,840	0.817	0.64	0.485	9,317.299805	704,499,968	1,720,400
ZION	2019-05-10	0.15	-0.026	25,164,016	182,566,064	0.819	0.669	0.381	8,843.5	704,000,064	1,759,800.125
ZION	2019-05-17	0.095	-0.055	25,522,240	182,565,408	0.823	0.728	0.301	8,233.700195	702,153,856	2,288,800
ZION	2019-05-24	0.15	0.055	25,522,240	182,565,056	0.823	0.673	0.302	8,277.5	700,307,712	2,202,400
ZION	2019-05-31	0.116	-0.034	26,102,896	182,565,600	0.827	0.71	0.246	7,863.100098	698,461,568	2,284,250
ZION	2019-06-07	0.105	-0.011	26,102,896	182,566,464	0.827	0.721	0.573	7,967.200195	696,615,360	2,164,800
ZION	2019-06-14	0.176	0.071	26,102,896	182,564,608	0.827	0.651	0.29	8,193.5	694,769,216	1,880,800
ZION	2019-06-21	0.044	-0.133	25,565,822	182,565,824	0.822	0.778	0.264	8,111.399902	692,923,072	2,049,200
ZION	2019-06-28	0.13	0.086	25,565,822	182,566,352	0.822	0.692	0.234	8,394.400391	691,076,928	1,691,000.125
ZION	2019-07-05	0.143	0.013	24,670,048	182,564,384	0.815	0.671	0.414	8,436.299805	689,230,784	1,444,000
ZION	2019-07-12	0.125	-0.018	24,670,048	182,565,760	0.814	0.689	0.364	8,467.400391	687,384,640	1,608,000
ZION	2019-07-19	0.136	0.011	24,914,368	182,566,160	0.811	0.674	0.225	8,416.299805	685,538,432	1,804,600.125
ZION	2019-07-26	0.033	-0.103	24,914,368	182,566,432	0.811	0.778	0.317	8,244.700195	683,692,288	4,406,200
ZION	2019-08-02	0.073	0.04	25,234,320	182,566,400	0.813	0.74	0.498	7,768.200195	681,846,144	2,696,600
ZION	2019-08-09	0.067	-0.006	25,234,320	176,962,960	0.819	0.752	0.628	7,405.899902	680,000,000	2,932,400.25
ZION	2019-08-16	0.094	0.027	26,428,784	176,962,672	0.826	0.732	0.341	7,113.899902	681,769,216	2,539,000
ZION	2019-08-23	0.105	0.012	26,428,784	176,962,288	0.826	0.72	0.54	7,083.799805	683,538,432	2,428,800
ZION	2019-08-30	0.062	-0.044	25,417,328	176,962,768	0.818	0.756	0.392	7,271.399902	685,307,712	2,148,800
ZION	2019-09-06	0.075	0.013	25,417,328	176,963,856	0.818	0.743	0.363	7,244.899902	687,076,928	2,189,250
ZION	2019-09-13	0.039	-0.036	25,417,328	176,962,256	0.817	0.779	0.508	7,922.600098	688,846,144	2,584,399.75
ZION	2019-09-20	0.117	0.078	26,551,664	176,962,496	0.821	0.704	0.192	7,876.600098	690,615,360	2,131,400
ZION	2019-09-27	0.122	0.005	26,551,664	176,963,488	0.821	0.699	0.196	7,850.100098	692,384,640	1,323,200
ZION	2019-10-04	0.087	-0.035	26,715,216	176,962,944	0.822	0.735	0.292	7,644.799805	694,153,856	1,652,999.875
ZION	2019-10-11	0.12	0.033	26,715,216	176,963,024	0.823	0.703	0.239	7,802.299805	695,923,072	1,540,600.125
ZION	2019-10-18	0.15	0.031	27,494,384	176,963,312	0.825	0.675	0.27	7,913.799805	697,692,288	2,086,599.875
ZION	2019-10-25	0.074	-0.076	27,494,384	176,963,520	0.825	0.75	0.377	8,485.400391	699,461,568	2,640,000
ZION	2019-11-01	0.123	0.049	26,706,608	176,962,208	0.823	0.7	0.229	8,732.200195	701,230,784	1,990,400
ZION	2019-11-08	0.153	0.029	26,706,608	170,464,064	0.826	0.673	0.35	8,705.599609	703,000,000	4,364,200
ZION	2019-11-15	0.16	0.007	27,598,160	170,464,192	0.83	0.67	0.243	8,446.5	703,249,984	1,648,400
ZION	2019-11-22	0.116	-0.044	27,598,160	170,464,384	0.83	0.714	0.3	8,516.400391	703,500,032	1,893,799.875
ZION	2019-11-29	0.154	0.038	27,598,160	170,464,048	0.829	0.676	0.207	8,485.700195	703,750,016	1,078,000
ZION	2019-12-06	0.145	-0.009	27,230,208	170,464,688	0.828	0.682	0.37	8,473.799805	704,000,064	1,376,400
ZION	2019-12-13	0.142	-0.003	27,230,208	170,463,344	0.827	0.685	0.305	8,719.200195	704,249,984	1,512,000
ZION	2019-12-20	0.148	0.006	26,985,568	170,462,912	0.825	0.677	0.356	8,801	704,499,968	3,102,600
ZION	2019-12-27	0.166	0.018	26,985,568	170,464,080	0.825	0.659	0.296	8,778.900391	704,750,016	689,750
ZION	2020-01-03	0.22	0.055	27,153,744	170,464,224	0.826	0.606	0.198	8,813	705,000,000	1,368,250
ZION	2020-01-10	0.197	-0.023	27,153,744	170,463,808	0.827	0.629	0.208	8,637.400391	705,249,984	1,624,999.875
ZION	2020-01-17	0.216	0.019	27,584,016	170,463,136	0.824	0.608	0.181	8,649.299805	705,500,032	1,866,400
ZION	2020-01-24	0.113	-0.103	27,584,016	170,463,232	0.824	0.711	0.437	7,948.700195	705,750,016	3,493,250
ZION	2020-01-31	0.165	0.052	27,272,672	170,463,840	0.825	0.66	0.31	7,754.399902	706,000,000	2,000,800
ZION	2020-02-07	0.141	-0.024	27,272,672	170,462,912	0.825	0.684	0.377	7,880.5	706,249,984	2,403,400
ZION	2020-02-14	0.198	0.057	27,272,672	170,464,768	0.825	0.627	0.231	7,885.700195	706,499,968	1,733,799.875
ZION	2020-02-21	0.153	-0.045	27,426,048	170,464,448	0.827	0.674	0.343	7,744.200195	706,750,016	2,026,750
ZION	2020-02-28	0.099	-0.054	27,426,048	164,918,640	0.829	0.73	0.564	6,588.5	707,000,000	2,846,600
ZION	2020-03-06	0.079	-0.02	26,936,112	164,920,640	0.829	0.749	0.235	5,818.399902	678,700,032	5,012,400
ZION	2020-03-13	0.05	-0.029	26,936,112	164,918,432	0.83	0.78	0.556	4,851.899902	650,400,000	8,365,599.5
ZION	2020-03-20	0.018	-0.032	26,695,806	164,917,904	0.83	0.812	0.617	4,218.600098	622,099,968	5,904,400
ZION	2020-03-27	-0.011	-0.029	26,695,806	164,920,224	0.83	0.841	0.487	4,548.5	593,800,000	5,831,600
ZION	2020-04-03	0.006	0.018	21,303,456	164,918,944	0.805	0.799	0.648	4,070.199951	565,500,032	3,501,800
ZION	2020-04-10	0.003	-0.003	21,303,456	164,920,144	0.805	0.802	0.446	5,111.700195	537,200,000	4,141,500
ZION	2020-04-17	-0.013	-0.016	14,138,665	164,920,896	0.754	0.768	1.223	4,795.899902	508,900,032	3,746,400
ZION	2020-04-24	0.052	0.065	14,138,665	164,918,528	0.755	0.703	1.333	4,858.5	480,600,000	2,942,600
ZION	2020-05-01	0.095	0.043	14,278,437	164,919,104	0.754	0.659	1.067	5,096	452,300,000	3,788,600
ZION	2020-05-08	0.074	-0.021	14,278,437	163,860,672	0.755	0.681	0.432	5,033.799805	424,000,000	2,975,000
ZION	2020-05-15	0.106	0.032	13,142,469	163,860,112	0.743	0.637	0.563	4,427.5	430,769,216	2,700,400.25
ZION	2020-05-22	0.114	0.008	13,142,469	163,862,176	0.743	0.629	0.66	4,947	437,538,464	2,799,400
ZION	2020-05-29	0.122	0.008	13,142,469	163,862,640	0.743	0.621	0.816	5,391.899902	444,307,680	3,490,500
ZION	2020-06-05	0.079	-0.043	10,395,186	163,861,696	0.7	0.621	1.048	6,326.700195	451,076,928	2,232,399.75
ZION	2020-06-12	0.103	0.024	10,395,186	163,861,808	0.701	0.598	1.191	5,715.5	457,846,144	3,252,200
ZION	2020-06-19	0.093	-0.011	9,434,895	163,860,848	0.685	0.593	1.212	5,912.100098	464,615,392	3,288,399.75
ZION	2020-06-26	0.071	-0.022	9,434,895	163,861,872	0.685	0.615	0.959	5,291.100098	471,384,608	2,063,000.125
ZION	2020-07-03	0.061	-0.01	7,818,462	163,863,008	0.647	0.586	0.996	5,310.799805	478,153,856	1,521,250
ZION	2020-07-10	0.05	-0.011	7,818,462	163,862,160	0.647	0.597	0.715	5,278	484,923,072	1,705,600
ZION	2020-07-17	0.028	-0.022	7,654,675	163,860,544	0.625	0.596	1.596	5,335.299805	491,692,320	1,875,800.125
ZION	2020-07-24	0.045	0.017	7,654,675	163,862,624	0.624	0.579	1.297	5,510.700195	498,461,536	2,121,400
ZION	2020-07-31	0.071	0.026	7,463,494	163,862,032	0.625	0.554	1.265	5,320.600098	505,230,784	1,459,200
ZION	2020-08-07	0.096	0.025	7,463,494	163,980,448	0.626	0.53	1.689	5,540.899902	512,000,000	1,243,000.125
ZION	2020-08-14	0.087	-0.009	7,463,494	163,980,864	0.628	0.541	1.068	5,655.700195	523,153,856	1,315,000.125
ZION	2020-08-21	0.058	-0.029	6,603,627	163,982,288	0.607	0.549	1.152	5,180.200195	534,307,680	1,523,399.875
ZION	2020-08-28	0.071	0.013	6,603,627	163,979,408	0.606	0.535	2.253	5,414.600098	545,461,568	1,483,600
ZION	2020-09-04	0.083	0.012	7,018,392	163,981,584	0.626	0.543	1.183	5,522.899902	556,615,360	1,801,600
ZION	2020-09-11	0.074	-0.009	7,018,392	163,979,664	0.626	0.552	0.912	5,162.899902	567,769,216	1,658,250
ZION	2020-09-18	0.063	-0.011	6,017,794	163,981,536	0.597	0.534	2.041	5,152.299805	578,923,072	1,599,800.125
ZION	2020-09-25	0.034	-0.029	6,017,794	163,982,400	0.596	0.562	0.963	4,665.299805	590,076,928	1,541,799.875
ZION	2020-10-02	0.017	-0.017	5,866,414	163,979,888	0.587	0.57	1.749	4,894.799805	601,230,784	1,903,600
ZION	2020-10-09	0.042	0.026	5,866,414	163,981,008	0.587	0.544	1.649	5,177.700195	612,384,640	1,259,000.125
ZION	2020-10-16	0.055	0.012	6,393,630	163,982,016	0.598	0.543	0.937	5,106.399902	623,538,432	1,417,799.875
ZION	2020-10-23	0.033	-0.022	6,393,630	163,981,936	0.597	0.564	1.177	5,444.200195	634,692,288	2,306,800.25
ZION	2020-10-30	0.042	0.009	6,545,979	163,982,032	0.606	0.564	1.395	5,291.700195	645,846,144	1,920,199.875
ZION	2020-11-06	0.049	0.007	6,545,979	164,012,528	0.608	0.559	1.71	5,240.200195	657,000,000	2,270,600
ZION	2020-11-13	0.043	-0.006	6,545,979	164,012,816	0.608	0.565	1.395	6,147.200195	664,937,472	2,748,000
ZION	2020-11-20	0.02	-0.022	6,057,012	164,012,016	0.594	0.574	1.306	6,279.200195	672,875,008	1,901,799.875
ZION	2020-11-27	0.027	0.006	6,057,012	164,011,664	0.593	0.566	2.309	6,471.899902	680,812,480	2,273,750
ZION	2020-12-04	0.03	0.003	6,251,385	164,012,272	0.603	0.573	1.162	7,219	688,750,016	4,664,800.5
ZION	2020-12-11	0.054	0.024	6,251,385	164,011,520	0.603	0.549	1.427	6,836	696,687,488	1,524,999.875
ZION	2020-12-18	0	-0.054	5,476,304	164,011,680	0.574	0.574	2.937	6,737.600098	704,625,024	1,831,399.875
ZION	2020-12-25	0.055	0.055	5,476,304	164,012,448	0.574	0.519	0.954	7,108.299805	712,562,496	1,094,500
ZION	2021-01-01	0.038	-0.017	3,993,121	164,012,432	0.501	0.463	2.109	7,124.700195	720,499,968	846,000
ZION	2021-01-08	-0.011	-0.049	3,993,121	164,010,672	0.501	0.512	1.461	7,990.600098	728,437,504	2,144,800
ZION	2021-01-15	-0.016	-0.004	4,199,329	164,010,992	0.497	0.513	3.091	8,059.5	736,374,976	1,193,200
ZION	2021-01-22	-0.004	0.012	4,199,329	164,010,816	0.498	0.501	1.329	7,892.200195	744,312,512	1,598,250
ZION	2021-01-29	0.001	0.004	4,199,329	164,012,240	0.497	0.496	2.923	7,239.5	752,249,984	1,572,400
ZION	2021-02-05	-0.066	-0.067	3,583,441	164,012,144	0.462	0.528	2.443	7,828.299805	760,187,520	1,458,599.875
ZION	2021-02-12	-0.055	0.011	3,583,441	164,011,680	0.461	0.516	2.663	8,131.700195	768,124,992	1,281,600

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