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
AB	2000-06-09	0.084	0.001	348,184	72,095,336	0.477	0.393	4.397	3,478.600098	69,138,464	106,800
AB	2000-06-16	0.032	-0.052	348,184	72,095,872	0.477	0.445	3.694	3,474.300049	68,467,616	82,720
AB	2000-06-23	0.041	0.009	348,184	72,095,200	0.477	0.436	5.126	3,392.800049	67,796,768	211,800
AB	2000-06-30	0.1	0.059	445,229	72,095,272	0.516	0.417	3.033	3,420.199951	67,125,920	78,660
AB	2000-07-07	0.13	0.03	445,229	72,094,120	0.516	0.386	3.239	3,370.399902	66,455,076	53,450
AB	2000-07-14	0.121	-0.009	445,229	72,094,200	0.516	0.395	2.382	3,397.800049	65,784,232	90,500
AB	2000-07-21	0.052	-0.069	445,229	72,095,200	0.516	0.464	3.636	3,392.800049	65,113,384	80,400
AB	2000-07-28	0.109	0.057	445,229	72,095,240	0.516	0.407	3.277	3,406.5	64,442,540	61,880
AB	2000-08-04	0.113	0.003	491,108	72,095,952	0.532	0.42	2.957	3,546.399902	63,771,692	78,900
AB	2000-08-11	0.167	0.055	491,108	72,094,232	0.534	0.367	3.779	3,748.899902	63,100,848	171,200
AB	2000-08-18	0.14	-0.027	491,108	72,564,400	0.534	0.394	2.59	3,746.5	62,430,000	98,880
AB	2000-08-25	0.091	-0.049	491,108	72,566,008	0.534	0.442	2.344	3,710.300049	62,920,416	81,000
AB	2000-09-01	0.11	0.019	510,931	72,566,104	0.541	0.431	4.878	3,732.800049	63,410,832	203,400
AB	2000-09-08	0.095	-0.014	510,931	72,566,008	0.541	0.446	2.537	3,710.300049	63,901,248	197,250
AB	2000-09-15	0.07	-0.026	510,931	72,564,240	0.542	0.472	4.294	3,868.399902	64,391,668	222,200
AB	2000-09-22	0.038	-0.032	510,931	72,564,352	0.542	0.504	2.942	3,664.5	64,882,084	205,400
AB	2000-09-29	0.126	0.088	510,931	72,565,328	0.542	0.416	1.872	3,637.699951	65,372,500	107,300
AB	2000-10-06	-0.034	-0.16	348,222.03125	72,565,968	0.462	0.496	4.242	3,492.600098	65,862,916	198,800
AB	2000-10-13	-0.051	-0.017	348,222.03125	72,565,864	0.462	0.513	3.694	3,388.100098	66,353,332	206,200
AB	2000-10-20	0.001	0.052	348,222.03125	72,565,584	0.461	0.461	3.06	3,374.300049	66,843,752	175,000
AB	2000-10-27	-0.03	-0.03	348,222.03125	72,566,120	0.462	0.491	4.092	3,319.899902	67,334,168	206,400
AB	2000-11-03	-0.108	-0.078	213,367.015625	72,564,264	0.376	0.483	9.231	3,528.800049	67,824,584	428,800
AB	2000-11-10	-0.175	-0.067	213,367.015625	72,858,928	0.376	0.55	6.968	3,501.600098	68,315,000	222,000
AB	2000-11-17	-0.115	0.06	213,367.015625	72,857,136	0.376	0.492	8.655	3,483.300049	67,110,808	193,400
AB	2000-11-24	-0.098	0.017	213,367.015625	72,857,448	0.393	0.492	5.027	3,424.300049	65,906,620	208,500
AB	2000-12-01	-0.115	-0.017	145,768	72,857,784	0.349	0.464	10.068	3,278.600098	64,702,428	175,200
AB	2000-12-08	-0.107	0.008	145,768	72,857,144	0.349	0.456	7.551	3,784.199951	63,498,240	234,200
AB	2000-12-15	-0.113	-0.006	145,768	72,858,928	0.349	0.462	8.711	3,501.600098	62,294,048	196,800
AB	2000-12-22	-0.144	-0.031	145,768	72,858,968	0.349	0.493	10.633	3,420	61,089,856	253,000
AB	2000-12-29	-0.154	-0.01	145,768	72,857,984	0.35	0.504	11.912	3,688.800049	59,885,668	229,750
AB	2001-01-05	0.046	0.2	525,304	72,857,704	0.554	0.507	1.916	3,701.899902	58,681,476	217,500
AB	2001-01-12	0.053	0.007	525,304	72,858,280	0.554	0.501	4.375	3,665.5	57,477,284	222,200
AB	2001-01-19	0.031	-0.022	525,304	72,858,440	0.553	0.522	3.164	4,029.800049	56,273,096	348,000
AB	2001-01-26	0.051	0.02	525,304	72,857,912	0.554	0.503	3.171	4,071.300049	55,068,904	221,400
AB	2001-02-02	0.096	0.045	600,572.0625	72,857,424	0.582	0.487	2.796	3,730.300049	53,864,716	541,000
AB	2001-02-09	0.037	-0.059	600,572.0625	72,858,816	0.583	0.547	2.642	3,726	52,660,524	412,600
AB	2001-02-16	-0.002	-0.039	600,572.0625	72,858,544	0.583	0.585	2.333	3,703.399902	51,456,332	239,600
AB	2001-02-23	0.013	0.016	600,572.0625	72,859,008	0.583	0.57	2.873	3,358.800049	50,252,144	402,750.03125
AB	2001-03-02	0.086	0.072	558,990	72,858,352	0.558	0.472	2.513	3,446.199951	49,047,952	169,600
AB	2001-03-09	0.078	-0.008	558,990	72,858,384	0.557	0.479	2.3	3,344.199951	47,843,760	162,800
AB	2001-03-16	0.055	-0.023	558,990	72,857,480	0.559	0.504	3.002	3,067.300049	46,639,572	401,400
AB	2001-03-23	0.067	0.012	558,990	72,858,176	0.56	0.492	2.674	3,010.5	45,435,380	310,800
AB	2001-03-30	0.106	0.039	666,990	72,856,800	0.578	0.472	1.866	3,001.699951	44,231,192	226,200
AB	2001-04-06	0.047	-0.059	666,990	73,765,176	0.575	0.527	2.195	3,097.399902	43,027,000	349,200
AB	2001-04-13	0.052	0.005	666,990	73,765,728	0.576	0.524	2.731	3,400.600098	43,333,000	360,750.03125
AB	2001-04-20	0.034	-0.018	666,990	73,765,360	0.576	0.542	2.023	3,602.699951	43,639,000	288,000
AB	2001-04-27	0.076	0.042	808,686	73,765,272	0.595	0.519	1.871	3,620.399902	43,945,000	226,200
AB	2001-05-04	0.058	-0.018	808,686	73,764,584	0.594	0.537	1.984	3,603.399902	44,251,000	283,200
AB	2001-05-11	0.168	0.11	808,686	73,764,608	0.595	0.428	1.26	3,597.5	44,557,000	120,800
AB	2001-05-18	0.129	-0.039	808,686	73,874,584	0.595	0.466	1.403	3,758	44,863,000	100,900
AB	2001-05-25	0.15	0.021	808,686	73,875,432	0.596	0.446	1.522	3,843	45,104,180	110,300
AB	2001-06-01	0.168	0.017	858,919	73,875,120	0.601	0.434	1.934	3,786.100098	45,345,368	108,750
AB	2001-06-08	0.143	-0.024	858,919	73,874,800	0.601	0.458	2.405	3,847.399902	45,586,544	98,500
AB	2001-06-15	0.122	-0.021	858,919	73,874,552	0.601	0.479	1.301	3,721.800049	45,827,728	95,400
AB	2001-06-22	0.136	0.013	858,919	73,875,960	0.601	0.466	1.63	3,812	46,068,908	100,280
AB	2001-06-29	0.2	0.064	858,919	73,874,856	0.602	0.402	1.548	3,919.800049	46,310,092	118,600
AB	2001-07-06	0.149	-0.051	960,160	73,874,520	0.604	0.455	1.226	3,826.699951	46,551,272	67,375
AB	2001-07-13	0.141	-0.008	960,160	73,874,880	0.604	0.464	1.494	3,837.800049	46,792,456	102,300
AB	2001-07-20	0.175	0.034	960,160	73,874,536	0.604	0.43	0.763	3,744.699951	47,033,636	81,800
AB	2001-07-27	0.187	0.012	960,160	73,875,336	0.605	0.418	1.839	3,816.399902	47,274,820	172,680
AB	2001-08-03	0.11	-0.076	829,590	74,105,488	0.57	0.46	1.795	3,906.100098	47,516,000	179,200
AB	2001-08-10	0.12	0.01	829,590	74,105,496	0.572	0.452	1.614	3,947.600098	47,331,600	125,300
AB	2001-08-17	0.097	-0.023	829,590	74,104,040	0.574	0.476	1.147	3,846	47,147,200	112,900
AB	2001-08-24	0.119	0.022	829,590	74,105,384	0.574	0.455	1.872	3,909.800049	46,962,800	115,000
AB	2001-08-31	0.151	0.031	746,870	74,104,280	0.549	0.398	1.382	3,880.100098	46,778,400	83,600
AB	2001-09-07	0.139	-0.011	746,870	74,104,728	0.55	0.41	1.695	3,679.300049	46,594,000	140,250
AB	2001-09-14	0.159	0.02	746,870	74,104,152	0.549	0.39	1.262	3,585.899902	46,409,600	178,000
AB	2001-09-21	0.105	-0.054	746,870	74,105,520	0.549	0.444	1.545	3,019.800049	46,225,200	369,200
AB	2001-09-28	0.076	-0.029	741,500.0625	74,105,032	0.547	0.47	1.701	3,386.600098	46,040,800	261,800
AB	2001-10-05	0.05	-0.027	741,500.0625	74,104,480	0.547	0.498	1.715	3,475.5	45,856,400	238,000
AB	2001-10-12	0.115	0.065	741,500.0625	74,105,504	0.548	0.433	1.949	3,554.100098	45,672,000	122,400
AB	2001-10-19	0.097	-0.018	741,500.0625	74,104,496	0.549	0.452	1.564	3,545.899902	45,487,600	129,400
AB	2001-10-26	0.11	0.013	741,500.0625	74,104,944	0.549	0.439	1.965	3,601.5	45,303,200	91,720
AB	2001-11-02	0.122	0.012	771,631	74,105,072	0.553	0.431	2.701	3,639.300049	45,118,800	121,400
AB	2001-11-09	0.108	-0.014	771,631	74,105,056	0.553	0.445	1.95	3,738.600098	44,934,396	138,800
AB	2001-11-16	0.115	0.007	771,631	74,610,704	0.55	0.435	2.001	3,804.399902	44,750,000	117,080
AB	2001-11-23	0.141	0.026	771,631	74,610,544	0.55	0.409	1.363	4,032.699951	44,757,416	121,750
AB	2001-11-30	0.052	-0.089	705,045	74,611,448	0.525	0.474	2.583	3,792.5	44,764,844	196,600
AB	2001-12-07	0.058	0.006	705,045	74,610,944	0.525	0.468	2.818	3,749.199951	44,772,264	197,600
AB	2001-12-14	0.073	0.016	705,045	74,611,000	0.526	0.453	2.457	3,797.699951	44,779,684	97,520
AB	2001-12-21	0.114	0.04	705,045	74,610,248	0.526	0.413	1.626	3,570.100098	44,787,104	147,000
AB	2001-12-28	0.022	-0.092	705,045	74,610,376	0.527	0.505	2.405	3,552.199951	44,794,528	173,000
AB	2002-01-04	0.159	0.137	832,522	74,611,392	0.566	0.407	1.912	3,734.300049	44,801,948	126,875
AB	2002-01-11	0.129	-0.031	832,522	74,611,552	0.567	0.439	1.323	3,745.5	44,809,368	119,600
AB	2002-01-18	0.101	-0.028	832,522	74,609,952	0.567	0.467	1.408	3,491	44,816,788	187,400
AB	2002-01-25	0.03	-0.071	832,522	74,611,112	0.568	0.538	1.745	3,357.5	44,824,212	909,000
AB	2002-02-01	-0.022	-0.052	718,749	74,610,448	0.54	0.562	2.785	3,256	44,831,632	746,600
AB	2002-02-08	-0.038	-0.016	718,749	74,611,568	0.541	0.579	2.221	3,303.800049	44,839,052	383,000
AB	2002-02-15	-0.045	-0.006	718,749	74,611,552	0.541	0.585	1.968	3,294.100098	44,846,472	181,200
AB	2002-02-22	-0.055	-0.01	718,749	74,610,392	0.541	0.596	2.237	3,217.199951	44,853,896	210,500
AB	2002-03-01	-0.041	0.014	718,749	74,610,024	0.54	0.582	1.982	3,424.600098	44,861,316	237,000
AB	2002-03-08	0.059	0.1	1,230,590	74,611,232	0.642	0.583	1.368	3,588.800049	44,868,736	261,400
AB	2002-03-15	0.118	0.059	1,230,590	74,611,408	0.642	0.524	0.879	3,465.699951	44,876,156	255,400
AB	2002-03-22	0.185	0.067	1,230,590	74,611,720	0.643	0.458	1.294	3,439.600098	44,883,580	147,300
AB	2002-03-29	0.143	-0.042	1,230,590	75,221,984	0.642	0.499	1.17	3,490.300049	44,891,000	159,250
AB	2002-04-05	0.174	0.031	1,189,030	75,221,328	0.643	0.469	1.202	3,483.5	45,651,716	145,000
AB	2002-04-12	0.161	-0.013	1,189,030	75,220,776	0.642	0.481	1.144	3,475.199951	46,412,428	198,400
AB	2002-04-19	0.118	-0.043	1,189,030	75,220,696	0.642	0.523	0.958	3,561.699951	47,173,144	132,400
AB	2002-04-26	0.196	0.077	1,189,030	75,221,672	0.642	0.446	1.163	3,359.399902	47,933,856	205,600
AB	2002-05-03	0.099	-0.097	1,095,241	75,221,224	0.609	0.51	1.318	3,332.300049	48,694,572	249,000

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