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
ZBRA	2018-09-28	-0.202	0.016	583,062	53,692,248	0.314	0.515	4.054	9,494.400391	1,055,076,928	342,960
ZBRA	2018-10-05	-0.175	0.027	736,812.0625	53,692,292	0.353	0.528	2.319	8,710.5	1,061,230,784	331,964
ZBRA	2018-10-12	-0.209	-0.034	736,812.0625	53,692,216	0.353	0.562	2.854	8,467.799805	1,067,384,640	649,542
ZBRA	2018-10-19	-0.192	0.016	656,151	53,692,636	0.319	0.511	3.532	8,856.599609	1,073,538,432	484,053.1875
ZBRA	2018-10-26	-0.255	-0.063	656,151	53,692,400	0.318	0.574	2.995	8,623	1,079,692,288	489,365
ZBRA	2018-11-02	-0.25	0.005	590,825	53,692,136	0.3	0.55	3.477	9,023.5	1,085,846,144	441,261.40625
ZBRA	2018-11-09	-0.286	-0.036	590,825	53,804,408	0.301	0.587	4.035	9,765.5	1,092,000,000	697,456.375
ZBRA	2018-11-16	-0.175	0.111	1,050,564	53,804,648	0.428	0.603	2.55	9,722.5	1,095,214,336	528,885.8125
ZBRA	2018-11-23	-0.177	-0.002	1,050,564	53,804,244	0.428	0.605	2.157	8,877.700195	1,098,428,544	348,232.25
ZBRA	2018-11-30	-0.093	0.084	934,074	53,804,780	0.401	0.494	2.39	9,674.099609	1,101,642,880	330,703.59375
ZBRA	2018-12-07	-0.172	-0.079	934,074	53,804,284	0.402	0.574	1.715	8,896	1,104,857,088	468,364.5
ZBRA	2018-12-14	-0.14	0.032	934,074	53,804,760	0.402	0.542	1.787	9,248.5	1,108,071,424	348,258.1875
ZBRA	2018-12-21	-0.188	-0.048	966,229	53,804,444	0.407	0.595	2.245	7,868.899902	1,111,285,888	778,384.625
ZBRA	2018-12-28	-0.171	0.017	966,229	53,804,580	0.407	0.578	2.253	8,391.900391	1,114,499,968	384,906.75
ZBRA	2019-01-04	-0.142	0.029	958,323	53,804,668	0.407	0.549	2.353	8,230.5	1,117,714,304	498,722.25
ZBRA	2019-01-11	-0.177	-0.036	958,323	53,804,540	0.407	0.584	2.427	8,780.900391	1,120,928,512	653,266
ZBRA	2019-01-18	-0.117	0.061	977,987	53,804,492	0.406	0.522	1.599	9,565.900391	1,124,142,848	462,890.1875
ZBRA	2019-01-25	-0.163	-0.046	977,987	53,804,728	0.405	0.568	2.147	9,462.099609	1,127,357,184	391,635
ZBRA	2019-02-01	-0.161	0.002	881,470	53,804,408	0.382	0.543	2.891	9,419	1,130,571,392	415,971
ZBRA	2019-02-08	-0.15	0.011	881,470	53,804,420	0.382	0.532	2.51	9,491.099609	1,133,785,728	336,354.40625
ZBRA	2019-02-15	-0.199	-0.048	843,587	53,870,340	0.379	0.578	3.252	10,760.599609	1,136,999,936	968,026.1875
ZBRA	2019-02-22	-0.177	0.022	843,587	53,870,608	0.379	0.556	3.3	11,116.200195	1,130,545,408	481,573
ZBRA	2019-03-01	-0.135	0.042	843,587	53,870,728	0.38	0.515	3.154	10,893.200195	1,124,090,880	371,008
ZBRA	2019-03-08	-0.15	-0.015	869,939	53,870,732	0.387	0.537	1.684	10,876.5	1,117,636,352	338,894.8125
ZBRA	2019-03-15	-0.105	0.045	1,064,813	53,870,392	0.435	0.54	1.587	11,388.200195	1,111,181,824	476,795.8125
ZBRA	2019-03-22	-0.139	-0.034	1,064,813	53,870,388	0.436	0.575	2.466	11,164.099609	1,104,727,296	419,551.8125
ZBRA	2019-03-29	-0.061	0.078	1,064,813	53,870,568	0.437	0.497	1.851	11,287.5	1,098,272,768	412,040.40625
ZBRA	2019-04-05	-0.077	-0.016	1,182,791.875	53,870,288	0.451	0.527	2.113	11,761.5	1,091,818,240	326,213
ZBRA	2019-04-12	0.008	0.085	1,182,791.875	53,870,540	0.451	0.442	1.671	12,591.700195	1,085,363,584	449,084
ZBRA	2019-04-19	-0.029	-0.038	1,397,929	53,870,552	0.504	0.534	2.422	12,534.599609	1,078,909,056	399,021.75
ZBRA	2019-04-26	-0.015	0.015	1,397,929	53,870,324	0.504	0.519	1.062	12,346	1,072,454,528	451,749.1875
ZBRA	2019-05-03	-0.076	-0.061	1,393,279	53,977,040	0.505	0.581	1.961	11,144.099609	1,066,000,000	862,023.375
ZBRA	2019-05-10	-0.091	-0.015	1,393,279	53,976,724	0.504	0.595	1.553	10,573.5	1,068,384,640	640,443.625
ZBRA	2019-05-17	-0.045	0.046	1,196,322	53,976,664	0.475	0.52	1.705	9,668.299805	1,070,769,216	892,813.8125
ZBRA	2019-05-24	-0.119	-0.074	1,196,322	53,976,548	0.475	0.594	1.914	9,482.599609	1,073,153,856	816,776.8125
ZBRA	2019-05-31	-0.055	0.064	1,578,807	53,976,900	0.533	0.588	1.567	9,253.799805	1,075,538,432	1,499,933
ZBRA	2019-06-07	-0.098	-0.043	1,578,807	53,976,744	0.533	0.631	1.38	10,167.599609	1,077,923,072	739,872
ZBRA	2019-06-14	-0.04	0.058	1,578,807	53,976,732	0.534	0.574	1.079	10,299.299805	1,080,307,712	551,583.625
ZBRA	2019-06-21	0.029	0.069	2,196,883	53,976,812	0.603	0.574	0.715	10,801.299805	1,082,692,352	462,772.1875
ZBRA	2019-06-28	0.011	-0.018	2,196,883	53,976,800	0.603	0.592	0.99	11,307.599609	1,085,076,864	565,310.375
ZBRA	2019-07-05	0.06	0.049	2,496,099	53,976,684	0.629	0.569	0.801	11,715.099609	1,087,461,504	474,813.75
ZBRA	2019-07-12	0.021	-0.038	2,496,099	53,976,748	0.629	0.608	1.082	10,819.099609	1,089,846,144	820,379.625
ZBRA	2019-07-19	0.048	0.027	2,400,669	53,976,948	0.615	0.567	0.934	9,831.900391	1,092,230,784	851,534
ZBRA	2019-07-26	0.028	-0.02	2,400,669	53,976,804	0.615	0.587	1.244	10,236.700195	1,094,615,424	519,408.1875
ZBRA	2019-08-02	0.001	-0.027	2,284,288	54,116,528	0.606	0.605	1.003	10,765.400391	1,096,999,936	777,167.625
ZBRA	2019-08-09	0.009	0.007	2,284,288	54,116,532	0.608	0.599	0.952	11,126.900391	1,099,538,304	517,405.40625
ZBRA	2019-08-16	0.004	-0.004	1,887,645	54,116,464	0.57	0.565	0.914	11,012.700195	1,102,076,928	341,936.40625
ZBRA	2019-08-23	0.016	0.012	1,887,645	54,116,576	0.569	0.553	1.141	10,741.599609	1,104,615,424	359,087.59375
ZBRA	2019-08-30	0.01	-0.006	1,853,963	54,116,472	0.559	0.549	1.149	11,095.5	1,107,153,792	361,820.1875
ZBRA	2019-09-06	0.023	0.013	1,853,963	54,116,312	0.56	0.537	1.23	10,971	1,109,692,288	337,079.5
ZBRA	2019-09-13	0.03	0.007	1,853,963	54,116,300	0.559	0.529	1.121	11,102.5	1,112,230,784	436,278.59375
ZBRA	2019-09-20	0.009	-0.02	1,788,996	54,116,264	0.548	0.538	1.205	11,022.400391	1,114,769,280	413,226.40625
ZBRA	2019-09-27	0.028	0.019	1,788,996	54,116,632	0.547	0.519	0.938	10,941.299805	1,117,307,648	277,300.40625
ZBRA	2019-10-04	0.045	0.017	1,766,284	54,116,580	0.543	0.497	1.153	11,066.299805	1,119,846,144	244,339.40625
ZBRA	2019-10-11	0.024	-0.021	1,766,284	54,116,644	0.543	0.519	0.983	10,531.099609	1,122,384,640	401,636.40625
ZBRA	2019-10-18	0.034	0.01	1,670,048	54,116,520	0.532	0.499	1.068	10,988.900391	1,124,923,136	391,292
ZBRA	2019-10-25	0.008	-0.026	1,670,048	54,116,304	0.532	0.524	2.163	11,855.799805	1,127,461,504	372,108.59375
ZBRA	2019-11-01	-0.053	-0.061	1,429,934	53,921,428	0.497	0.55	1.528	12,833.299805	1,130,000,000	740,134.625
ZBRA	2019-11-08	-0.064	-0.012	1,429,934	53,921,280	0.498	0.562	1.411	13,041.400391	1,134,133,376	489,981.8125
ZBRA	2019-11-15	-0.002	0.062	1,426,808.125	53,921,676	0.506	0.508	1.942	12,818.799805	1,138,266,624	417,430.03125
ZBRA	2019-11-22	-0.054	-0.052	1,426,808.125	53,921,664	0.506	0.56	1.318	13,133.700195	1,142,400,000	527,662
ZBRA	2019-11-29	-0.008	0.046	1,426,808.125	53,921,652	0.506	0.514	1.224	13,531.099609	1,146,533,376	374,370.5
ZBRA	2019-12-06	-0.065	-0.057	1,187,802	53,921,452	0.462	0.527	2.127	13,853.5	1,150,666,624	356,141.40625
ZBRA	2019-12-13	-0.075	-0.01	1,187,802	53,921,648	0.462	0.537	2.096	13,901	1,154,800,000	348,417.59375
ZBRA	2019-12-20	-0.084	-0.009	1,298,979	53,921,340	0.483	0.567	3.451	13,614.599609	1,158,933,376	2,951,810.75
ZBRA	2019-12-27	-0.047	0.037	1,298,979	53,921,484	0.484	0.53	1.675	13,803.900391	1,163,066,624	361,553
ZBRA	2020-01-03	-0.023	0.024	1,259,852	53,921,500	0.473	0.496	1.985	13,806.599609	1,167,200,000	348,916.5
ZBRA	2020-01-10	-0.056	-0.033	1,259,852	53,921,308	0.473	0.529	1.956	13,279.200195	1,171,333,376	526,056.625
ZBRA	2020-01-17	-0.053	0.003	1,193,663	53,921,416	0.448	0.501	2.057	13,628.099609	1,175,466,624	411,896.8125
ZBRA	2020-01-24	-0.041	0.011	1,193,663	53,921,648	0.449	0.49	1.374	13,626	1,179,600,000	389,588.25
ZBRA	2020-01-31	-0.009	0.032	1,190,192	53,921,428	0.453	0.462	1.174	12,888.299805	1,183,733,376	333,735.8125
ZBRA	2020-02-07	-0.031	-0.022	1,190,192	53,921,380	0.453	0.484	2.16	13,332.599609	1,187,866,624	310,195
ZBRA	2020-02-14	-0.062	-0.03	1,190,192	54,008,456	0.453	0.515	1.836	12,895.599609	1,192,000,000	703,801.375
ZBRA	2020-02-21	-0.087	-0.025	1,051,288	54,008,556	0.426	0.512	2.154	12,875.099609	1,179,272,704	472,246.03125
ZBRA	2020-02-28	-0.105	-0.019	1,051,288	54,008,628	0.427	0.532	2.601	11,394.200195	1,166,545,408	726,870.8125
ZBRA	2020-03-06	-0.14	-0.035	904,255	54,008,584	0.393	0.533	2.877	10,949.700195	1,153,818,240	664,865.375
ZBRA	2020-03-13	-0.123	0.017	904,255	54,008,804	0.394	0.517	3.174	9,938.700195	1,141,090,944	775,245.1875
ZBRA	2020-03-20	-0.143	-0.02	1,061,530	54,008,804	0.429	0.572	2.366	9,688.099609	1,128,363,648	1,013,057.8125
ZBRA	2020-03-27	-0.151	-0.008	1,061,530	54,008,776	0.429	0.58	2.136	9,968.400391	1,115,636,352	677,468.8125
ZBRA	2020-04-03	-0.041	0.11	1,665,796	54,008,872	0.533	0.575	1.497	9,617.900391	1,102,909,056	528,550.8125
ZBRA	2020-04-10	-0.024	0.017	1,665,796	54,008,544	0.533	0.557	1.669	10,867.599609	1,090,181,760	373,201.5
ZBRA	2020-04-17	0.023	0.047	1,513,202	54,008,768	0.531	0.508	1.881	10,962.700195	1,077,454,592	369,963
ZBRA	2020-04-24	-0	-0.023	1,513,202	54,008,724	0.531	0.531	1.965	11,267.299805	1,064,727,296	422,669.40625
ZBRA	2020-05-01	-0.076	-0.076	1,159,131	53,091,552	0.461	0.537	2.474	11,974.799805	1,052,000,000	607,687.8125
ZBRA	2020-05-08	-0.044	0.032	1,159,131	53,091,552	0.462	0.506	1.814	12,897	1,044,615,360	292,478.8125
ZBRA	2020-05-15	-0.084	-0.04	935,130	53,091,364	0.4	0.484	2.392	11,563.299805	1,037,230,784	383,839.1875
ZBRA	2020-05-22	-0.107	-0.023	935,130	53,091,488	0.4	0.507	1.947	12,929.900391	1,029,846,144	403,868.1875
ZBRA	2020-05-29	-0.065	0.042	935,130	53,091,608	0.4	0.465	2.149	13,873.900391	1,022,461,568	471,626.5
ZBRA	2020-06-05	-0.112	-0.047	972,911	53,091,696	0.4	0.512	3.161	14,735.599609	1,015,076,928	334,708.40625
ZBRA	2020-06-12	-0.079	0.033	972,911	53,091,396	0.4	0.479	2.358	13,715.099609	1,007,692,288	295,453.59375
ZBRA	2020-06-19	-0.083	-0.004	887,562	53,091,416	0.383	0.467	2.723	14,037.900391	1,000,307,712	392,433.1875
ZBRA	2020-06-26	-0.101	-0.018	887,562	53,091,468	0.384	0.485	2.372	13,082.799805	992,923,072	401,023.40625
ZBRA	2020-07-03	-0.149	-0.047	657,573	53,091,676	0.319	0.468	2.64	13,540.5	985,538,432	256,779.75
ZBRA	2020-07-10	-0.161	-0.013	657,573	53,091,648	0.32	0.481	3.01	13,839.400391	978,153,856	283,867.1875
ZBRA	2020-07-17	-0.154	0.007	763,277	53,091,540	0.329	0.483	3.241	14,499.299805	970,769,216	268,723.1875
ZBRA	2020-07-24	-0.12	0.034	763,277	53,091,708	0.329	0.449	2.675	14,333.700195	963,384,640	286,049.40625
ZBRA	2020-07-31	-0.134	-0.013	755,234	53,339,980	0.332	0.466	2.729	14,975.200195	956,000,000	377,769.59375
ZBRA	2020-08-07	-0.114	0.019	755,234	53,339,808	0.332	0.447	2.79	15,097.299805	968,571,456	243,389.203125
ZBRA	2020-08-14	-0.089	0.026	755,234	53,339,860	0.333	0.422	1.978	15,256.799805	981,142,848	190,468
ZBRA	2020-08-21	-0.139	-0.05	675,347	53,339,992	0.317	0.456	2.808	14,686.099609	993,714,304	239,368.984375

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