Split (1)

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	2018-03-02	0.203	0.025	4,820,113	61,728,972	0.743	0.541	0.685	528.400024	71,129,248	978,600
ABR	2018-03-09	0.175	-0.028	4,820,113	61,727,692	0.745	0.57	0.402	539.5	71,157,888	1,142,599.875
ABR	2018-03-16	0.164	-0.01	5,311,112	61,722,968	0.759	0.595	1.253	548.099976	71,186,528	661,800
ABR	2018-03-23	0.17	0.006	5,311,112	61,723,744	0.759	0.589	0.761	540.700012	71,215,168	549,600
ABR	2018-03-30	0.267	0.097	7,397,908	61,723,360	0.81	0.543	1.473	544.400024	71,243,800	434,249.96875
ABR	2018-04-06	0.262	-0.004	7,397,908	61,718,216	0.811	0.548	0.18	538.799988	71,272,440	507,600
ABR	2018-04-13	0.313	0.05	7,990,015	61,720,924	0.819	0.506	0.279	530.799988	71,301,080	382,200
ABR	2018-04-20	0.325	0.012	7,990,015	61,722,548	0.819	0.494	0.584	533.900024	71,329,720	266,000
ABR	2018-04-27	0.311	-0.013	7,990,015	61,719,820	0.819	0.508	0.725	541.900024	71,358,360	348,200
ABR	2018-05-04	0.289	-0.023	7,806,384	63,067,688	0.811	0.522	1.224	577.700012	71,387,000	710,400
ABR	2018-05-11	0.279	-0.01	7,806,384	63,058,204	0.811	0.532	0.265	595.900024	71,152,152	1,077,600
ABR	2018-05-18	0.254	-0.025	7,713,210	63,066,952	0.81	0.556	0.388	584	70,917,304	1,738,200.125
ABR	2018-05-25	0.203	-0.051	7,713,210	63,061,444	0.81	0.607	0.825	595.299988	70,682,464	748,000
ABR	2018-06-01	0.246	0.042	9,079,525	63,061,444	0.83	0.585	0.529	595.299988	70,447,608	2,029,250
ABR	2018-06-08	0.234	-0.011	9,079,525	63,060,796	0.83	0.596	0.68	601.599976	70,212,768	794,600
ABR	2018-06-15	0.197	-0.037	8,544,686	63,058,352	0.822	0.624	0.618	626.799988	69,977,920	2,128,200
ABR	2018-06-22	0.178	-0.019	8,544,686	63,063,872	0.821	0.643	0.432	631.900024	69,743,080	2,124,000
ABR	2018-06-29	0.185	0.007	8,544,686	63,058,484	0.821	0.637	0.695	657.700012	69,508,232	2,720,800
ABR	2018-07-06	0.2	0.015	9,479,098	63,059,908	0.831	0.631	0.398	684.200012	69,273,384	1,320,000
ABR	2018-07-13	0.19	-0.01	9,479,098	63,057,848	0.831	0.641	0.709	686.700012	69,038,536	1,530,800
ABR	2018-07-20	0.167	-0.023	12,727,572	63,063,228	0.855	0.688	0.598	708.200012	68,803,696	3,197,800
ABR	2018-07-27	0.229	0.062	12,727,572	63,064,516	0.855	0.626	0.239	703.799988	68,568,848	1,090,000
ABR	2018-08-03	0.174	-0.055	9,237,354	75,391,824	0.803	0.629	0.454	885.099976	68,334,000	1,410,800
ABR	2018-08-10	0.149	-0.024	9,237,354	75,393,360	0.804	0.655	0.558	862.5	69,503,080	1,497,200
ABR	2018-08-17	0.151	0.001	7,265,823.5	75,387,264	0.774	0.623	0.319	876	70,672,152	1,465,799.875
ABR	2018-08-24	0.165	0.014	7,265,823.5	75,390,368	0.774	0.609	0.482	907.700012	71,841,232	1,187,800.125
ABR	2018-08-31	0.194	0.029	7,944,070	75,391,520	0.789	0.595	0.942	924.299988	73,010,304	862,400
ABR	2018-09-07	0.165	-0.029	7,944,070	75,391,016	0.789	0.624	0.88	906.200012	74,179,384	1,348,250
ABR	2018-09-14	0.211	0.047	7,944,070	75,391,016	0.789	0.577	0.315	906.200012	75,348,464	702,000
ABR	2018-09-21	0.176	-0.035	9,260,904	75,387,264	0.809	0.633	1.093	876	76,517,536	1,541,799.875
ABR	2018-09-28	0.211	0.035	9,260,904	75,391,992	0.809	0.598	0.541	865.5	77,686,608	898,200
ABR	2018-10-05	0.238	0.027	9,852,117	75,394,040	0.816	0.578	0.375	861	78,855,696	712,600
ABR	2018-10-12	0.205	-0.032	9,852,117	75,386,600	0.815	0.61	0.317	877.5	80,024,768	825,000
ABR	2018-10-19	0.197	-0.009	9,090,367	75,390,496	0.802	0.605	0.451	888.099976	81,193,848	656,000
ABR	2018-10-26	0.203	0.006	9,090,367	75,387,232	0.802	0.599	0.848	885.799988	82,362,920	859,000
ABR	2018-11-02	0.241	0.038	9,382,539	75,686,280	0.808	0.568	0.413	926.400024	83,532,000	1,214,200.125
ABR	2018-11-09	0.222	-0.018	9,382,539	75,681,824	0.809	0.587	0.296	932.400024	85,151,600	1,107,800.125
ABR	2018-11-16	0.192	-0.03	9,277,942	75,685,944	0.81	0.618	0.356	915.799988	86,771,208	1,623,800.125
ABR	2018-11-23	0.171	-0.021	9,277,942	75,684,480	0.81	0.639	0.413	906.700012	88,390,800	1,030,250
ABR	2018-11-30	0.249	0.078	11,487,724	75,687,760	0.834	0.585	0.503	896.900024	90,010,400	1,993,200
ABR	2018-12-07	0.17	-0.079	11,487,724	75,686,440	0.834	0.664	0.45	893.099976	91,630,000	1,589,500
ABR	2018-12-14	0.2	0.03	11,487,724	75,680,624	0.834	0.634	0.519	867.299988	93,249,600	1,282,800
ABR	2018-12-21	0.109	-0.091	10,454,611	75,682,728	0.822	0.714	1.022	753.799988	94,869,200	2,417,600
ABR	2018-12-28	0.116	0.007	10,454,611	75,683,592	0.822	0.706	0.687	775	96,488,800	1,340,999.875
ABR	2019-01-04	0.18	0.064	8,552,842	75,687,384	0.8	0.62	0.28	803.799988	98,108,400	1,100,500
ABR	2019-01-11	0.113	-0.067	8,552,842	75,689,048	0.8	0.687	0.327	856.799988	99,728,000	1,148,400
ABR	2019-01-18	0.188	0.075	6,993,424	75,684,032	0.77	0.581	0.451	857.5	101,347,600	685,600
ABR	2019-01-25	0.097	-0.091	6,993,424	75,684,384	0.769	0.672	0.444	868.099976	102,967,200	789,000
ABR	2019-02-01	0.095	-0.002	7,047,510	75,684,304	0.771	0.676	0.563	901.400024	104,586,800	988,200
ABR	2019-02-08	0.114	0.02	7,047,510	75,689,080	0.771	0.656	0.174	900.700012	106,206,400	647,600
ABR	2019-02-15	0.122	0.008	7,243,726	85,357,728	0.752	0.63	1.395	1,049.900024	107,826,000	987,800
ABR	2019-02-22	0.094	-0.028	7,243,726	85,354,936	0.752	0.658	0.297	1,106.199951	105,028,832	1,968,750
ABR	2019-03-01	0.103	0.008	7,243,726	85,357,144	0.754	0.651	0.4	1,099.400024	102,231,664	1,269,799.875
ABR	2019-03-08	0.115	0.012	7,816,057	85,359,112	0.765	0.65	1.286	1,081.5	99,434,496	873,800
ABR	2019-03-15	0.128	0.013	9,786,799	85,357,696	0.8	0.672	0.349	1,097.699951	96,637,336	1,094,400
ABR	2019-03-22	0.12	-0.008	9,786,799	85,354,640	0.8	0.68	0.823	1,095.099976	93,840,168	801,400
ABR	2019-03-29	0.199	0.079	9,786,799	85,358,512	0.801	0.601	0.479	1,107.099976	91,043,000	668,000
ABR	2019-04-05	0.146	-0.053	9,393,453	85,361,896	0.793	0.646	0.3	1,155.800049	88,245,832	1,116,000
ABR	2019-04-12	0.137	-0.009	9,393,453	85,356,632	0.791	0.654	1.015	1,172.800049	85,448,664	861,600
ABR	2019-04-19	0.096	-0.041	9,562,593	85,358,184	0.793	0.697	0.874	1,167.699951	82,651,504	846,250
ABR	2019-04-26	0.132	0.036	9,562,593	85,355,584	0.792	0.66	0.817	1,176.199951	79,854,336	1,027,200
ABR	2019-05-03	0.162	0.03	10,807,815	85,355,072	0.809	0.647	0.831	1,177.900024	77,057,168	1,110,800
ABR	2019-05-10	0.086	-0.076	10,807,815	85,950,928	0.809	0.723	0.549	1,120.800049	74,260,000	2,159,800
ABR	2019-05-17	0.128	0.042	11,584,264	85,954,192	0.819	0.691	0.581	1,126	75,068,240	2,579,200
ABR	2019-05-24	0.081	-0.047	11,584,264	85,950,536	0.82	0.738	0.289	1,112.199951	75,876,496	1,648,400
ABR	2019-05-31	0.078	-0.003	10,211,848	85,954,504	0.806	0.728	0.652	1,058.099976	76,684,752	1,566,750
ABR	2019-06-07	0.105	0.027	10,211,848	85,955,240	0.806	0.701	0.598	1,075.300049	77,493,000	1,116,199.875
ABR	2019-06-14	0.069	-0.036	10,211,848	85,951,216	0.807	0.738	0.568	1,057.199951	78,301,248	1,827,600
ABR	2019-06-21	0.096	0.027	9,527,272	85,949,464	0.793	0.697	1.065	1,054.599976	79,109,504	1,303,000.125
ABR	2019-06-28	0.094	-0.002	9,527,272	85,948,848	0.792	0.699	0.855	1,041.699951	79,917,752	3,310,200
ABR	2019-07-05	0.12	0.026	10,161,833	85,952,968	0.799	0.679	0.944	1,059.800049	80,726,000	1,103,250
ABR	2019-07-12	0.103	-0.017	10,161,833	85,950,080	0.799	0.696	0.353	1,067.5	81,534,248	1,056,400
ABR	2019-07-19	0.134	0.031	10,556,221	85,953,760	0.8	0.666	0.335	1,040.900024	82,342,496	806,800
ABR	2019-07-26	0.077	-0.057	10,556,221	85,953,760	0.8	0.723	0.262	1,040.900024	83,150,752	672,800
ABR	2019-08-02	0.244	0.167	9,338,447	94,342,720	0.77	0.526	0.33	1,205.699951	83,959,000	1,096,800
ABR	2019-08-09	0.057	-0.187	9,338,447	94,337,832	0.771	0.714	0.506	1,189.599976	84,808,528	1,326,800
ABR	2019-08-16	0.16	0.102	9,201,926	94,340,704	0.769	0.61	0.419	1,151.900024	85,658,080	1,162,599.875
ABR	2019-08-23	0.062	-0.098	9,201,926	94,342,960	0.769	0.707	0.274	1,177.400024	86,507,616	943,400
ABR	2019-08-30	0.088	0.026	9,809,061	94,342,632	0.775	0.687	0.63	1,184	87,357,152	816,200
ABR	2019-09-06	0.06	-0.028	9,809,061	94,340,072	0.776	0.716	0.313	1,165.099976	88,206,696	824,250
ABR	2019-09-13	0.097	0.037	9,809,061	94,338,016	0.775	0.678	0.44	1,211.300049	89,056,232	992,800
ABR	2019-09-20	0.194	0.098	10,447,640	94,344,208	0.783	0.589	0.095	1,244.400024	89,905,768	989,800
ABR	2019-09-27	0.073	-0.121	10,447,640	94,342,808	0.783	0.71	0.208	1,227.400024	90,755,304	772,200
ABR	2019-10-04	0.126	0.052	10,962,989	94,343,824	0.789	0.663	0.215	1,229.300049	91,604,848	1,021,200
ABR	2019-10-11	0.071	-0.055	10,962,989	94,343,200	0.79	0.719	0.332	1,242.5	92,454,384	1,287,600
ABR	2019-10-18	0.137	0.067	11,878,120	94,343,288	0.802	0.665	0.6	1,264.199951	93,303,920	1,211,600
ABR	2019-10-25	0.08	-0.057	11,878,120	94,343,288	0.801	0.721	0.314	1,264.199951	94,153,464	1,103,000.125
ABR	2019-11-01	0.135	0.055	12,109,601	97,750,192	0.8	0.665	0.514	1,377.300049	95,003,000	1,268,000
ABR	2019-11-08	0.077	-0.058	12,109,601	97,749,680	0.8	0.723	0.708	1,507.300049	95,080,400	4,457,400
ABR	2019-11-15	0.074	-0.003	13,238,279	97,752,656	0.813	0.739	0.406	1,470.199951	95,157,800	1,695,600
ABR	2019-11-22	0.111	0.036	13,238,279	97,754,696	0.813	0.702	0.228	1,458.5	95,235,200	913,800
ABR	2019-11-29	0.153	0.042	13,238,279	97,750,664	0.813	0.66	0.351	1,481.900024	95,312,600	709,500.0625
ABR	2019-12-06	0.049	-0.104	10,099,942	97,753,720	0.772	0.723	0.39	1,444.800049	95,390,000	1,028,200
ABR	2019-12-13	0.023	-0.026	10,099,942	97,751,056	0.772	0.75	0.2	1,382.199951	95,467,400	2,393,000
ABR	2019-12-20	0.045	0.022	9,376,049	97,754,960	0.764	0.718	0.706	1,428.199951	95,544,800	1,121,799.875
ABR	2019-12-27	0.053	0.008	9,376,049	97,752,584	0.764	0.711	0.412	1,422.300049	95,622,200	691,000
ABR	2020-01-03	0.091	0.038	6,176,973	97,751,936	0.696	0.605	0.749	1,387.099976	95,699,600	1,072,000
ABR	2020-01-10	0.073	-0.018	6,176,973	97,752,256	0.696	0.623	0.465	1,404.699951	95,777,000	1,009,200
ABR	2020-01-17	0.176	0.103	5,850,718	97,755,104	0.682	0.506	0.155	1,437	95,854,400	905,000
ABR	2020-01-24	0.108	-0.068	5,850,718	97,749,152	0.683	0.575	0.63	1,441.800049	95,931,800	889,500.0625

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