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
ABM	1999-07-23	-0.054	0.036	97,222	44,247,788	0.354	0.408	14.299	625	404,461,600	47,320
ABM	1999-07-30	-0.015	0.039	128,977	44,250,272	0.398	0.413	7.549	615.299988	405,489,984	69,520
ABM	1999-08-06	-0.006	0.009	128,977	44,251,276	0.398	0.404	7.563	605.799988	406,518,432	51,160
ABM	1999-08-13	-0.009	-0.003	128,977	44,253,224	0.398	0.407	17.422001	583.700012	407,546,848	64,720
ABM	1999-08-20	-0.021	-0.012	128,977	44,252,828	0.398	0.419	0.3	567.099976	408,575,296	38,680
ABM	1999-08-27	-0.014	0.007	128,977	44,250,316	0.398	0.412	9.417	526.799988	409,603,712	98,440
ABM	1999-09-03	-0.03	-0.017	116,456	44,254,980	0.386	0.416	13.036	545	410,632,128	114,040
ABM	1999-09-10	-0.031	-0.001	116,456	44,247,136	0.385	0.416	10.876	540.700012	411,660,576	59,650
ABM	1999-09-17	-0.035	-0.004	116,456	44,681,820	0.384	0.419	10.901	491.5	412,688,992	120,440
ABM	1999-09-24	-0.078	-0.043	116,456	44,683,496	0.383	0.462	11.054	575.299988	413,437,216	131,720
ABM	1999-10-01	-0.267	-0.189	18,846	44,680,852	0.189	0.455	69.558998	567	414,185,408	173,600
ABM	1999-10-08	-0.275	-0.008	18,846	44,684,760	0.189	0.464	81.404999	559.900024	414,933,632	210,800
ABM	1999-10-15	-0.182	0.093	18,846	44,680,000	0.189	0.371	92.879997	558.5	415,681,856	39,080
ABM	1999-10-22	-0.287	-0.105	18,846	44,678,260	0.189	0.476	53.958	513.799988	416,430,048	78,320
ABM	1999-10-29	-0.264	0.024	18,846	44,681,744	0.189	0.452	66.309998	533.5	417,178,304	109,520
ABM	1999-11-05	-0.215	0.049	18,638	44,685,520	0.184	0.398	41.409	529.299988	417,926,464	84,280
ABM	1999-11-12	-0.259	-0.045	18,638	44,681,776	0.183	0.443	44.23	512.5	418,674,720	64,600
ABM	1999-11-19	-0.207	0.053	18,638	44,679,068	0.183	0.389	49.898998	480.299988	419,422,912	146,200
ABM	1999-11-26	-0.221	-0.015	18,638	44,682,840	0.182	0.404	84.466003	479	420,171,072	127,450
ABM	1999-12-03	-0.202	0.019	16,324	44,682,928	0.174	0.376	70.007004	458	420,919,328	127,480
ABM	1999-12-10	-0.244	-0.042	16,324	44,685,924	0.174	0.418	73.190002	487.299988	421,667,520	167,400
ABM	1999-12-17	-0.26	-0.016	16,324	44,684,336	0.174	0.434	43.588001	463.600006	422,415,744	153,000
ABM	1999-12-24	-0.252	0.008	16,324	44,686,888	0.174	0.426	66.864998	456.700012	423,163,936	187,000
ABM	1999-12-31	-0.252	0.001	12,541	44,681,060	0.166	0.418	96.264	455.299988	423,912,160	206,800
ABM	2000-01-07	-0.266	-0.015	12,541	44,681,480	0.166	0.433	82.372002	452.399994	424,660,384	134,200
ABM	2000-01-14	-0.248	0.019	12,541	44,681,480	0.166	0.413	70.192001	452.399994	425,408,576	150,600
ABM	2000-01-21	-0.284	-0.037	12,541	44,681,452	0.166	0.45	123.878998	473.399994	426,156,800	158,250
ABM	2000-01-28	-0.273	0.012	12,541	44,299,156	0.167	0.439	101.834999	447.200012	426,904,992	97,080
ABM	2000-02-04	-0.265	0.007	18,097	44,296,160	0.188	0.453	121.269997	484.600006	427,144,416	305,600
ABM	2000-02-11	-0.271	-0.006	18,097	44,299,064	0.188	0.459	55.431	474	427,383,872	130,200
ABM	2000-02-18	-0.297	-0.026	18,097	44,295,576	0.188	0.485	66.727997	545.5	427,623,296	147,520
ABM	2000-02-25	-0.315	-0.018	18,097	44,293,416	0.188	0.503	74.217003	534.400024	427,862,720	170,750
ABM	2000-03-03	-0.21	0.105	74,623	44,299,352	0.327	0.538	15.286	580.099976	428,102,144	181,000
ABM	2000-03-10	-0.172	0.039	74,623	44,296,756	0.327	0.499	14.943	573.200012	428,341,568	98,280
ABM	2000-03-17	-0.164	0.007	74,623	44,834,664	0.327	0.491	10.396	589.799988	428,580,992	108,320
ABM	2000-03-24	-0.15	0.014	74,623	44,841,148	0.326	0.477	15.861	592.799988	429,458,464	132,800
ABM	2000-03-31	0.022	0.172	217,292.984375	44,834,040	0.467	0.445	6.076	526.799988	430,335,936	121,800
ABM	2000-04-07	0.009	-0.013	217,292.984375	44,841,748	0.466	0.457	3.98	524.200012	431,213,376	79,680
ABM	2000-04-14	0.03	0.021	217,292.984375	44,833,688	0.466	0.436	4.728	532.400024	432,090,848	74,440
ABM	2000-04-21	0.053	0.023	217,292.984375	44,840,032	0.467	0.413	4.481	546.599976	432,968,320	64,750
ABM	2000-04-28	0.054	0.001	217,292.984375	44,839,604	0.466	0.412	5.45	566.099976	433,845,760	49,160
ABM	2000-05-05	0.076	0.022	190,564	44,838,840	0.458	0.382	4.595	563.400024	434,723,232	65,760
ABM	2000-05-12	0.042	-0.034	190,564	44,840,872	0.457	0.415	10.756	535.400024	435,600,704	57,920
ABM	2000-05-19	0.099	0.057	190,564	44,833,920	0.457	0.357	5.54	512.900024	436,478,144	74,680
ABM	2000-05-26	0.045	-0.054	190,564	44,834,780	0.457	0.412	4.009	515.599976	437,355,616	82,600
ABM	2000-06-02	0.049	0.004	202,694	44,841,748	0.461	0.412	3.966	524.200012	438,233,056	59,050
ABM	2000-06-09	0.06	0.011	202,694	44,837,132	0.461	0.402	5.134	550.599976	439,110,528	45,080
ABM	2000-06-16	0.049	-0.011	202,694	45,146,392	0.461	0.412	8.598	547.400024	439,988,000	84,120
ABM	2000-06-23	0.089	0.041	202,694	45,143,780	0.46	0.371	4.874	557.299988	441,672,768	33,160
ABM	2000-06-30	0.072	-0.017	155,568.984375	45,147,828	0.412	0.34	5.473	519.200012	443,357,536	44,720
ABM	2000-07-07	0.025	-0.047	155,568.984375	45,146,200	0.411	0.386	8.048	540.400024	445,042,304	79,300
ABM	2000-07-14	0.031	0.006	155,568.984375	45,144,896	0.411	0.38	7.74	568.599976	446,727,072	65,120
ABM	2000-07-21	-0.003	-0.034	155,568.984375	45,144,212	0.411	0.414	10.358	571.299988	448,411,840	52,320
ABM	2000-07-28	0.007	0.009	155,568.984375	45,149,224	0.411	0.404	12.023	567.299988	450,096,608	66,200
ABM	2000-08-04	0.022	0.016	145,258	45,147,120	0.398	0.376	11.367	544.700012	451,781,376	40,200
ABM	2000-08-11	-0.003	-0.025	145,258	45,145,972	0.399	0.402	7.156	579.900024	453,466,144	71,560
ABM	2000-08-18	-0.024	-0.021	145,258	45,146,836	0.4	0.424	7.782	584.200012	455,150,912	69,840
ABM	2000-08-25	0.002	0.026	145,258	45,144,764	0.4	0.399	9.27	608.099976	456,835,680	45,120
ABM	2000-09-01	0.013	0.011	153,272.984375	45,144,572	0.407	0.393	7.878	601.099976	458,520,448	57,760
ABM	2000-09-08	-0.006	-0.019	153,272.984375	45,147,336	0.406	0.412	12.182	605.200012	460,205,216	54,200
ABM	2000-09-15	0.06	0.066	153,272.984375	45,647,324	0.404	0.344	7.521	613.5	461,889,984	22,080
ABM	2000-09-22	-0.02	-0.08	153,272.984375	45,648,248	0.404	0.424	5.556	632	462,650,400	51,440
ABM	2000-09-29	0.031	0.051	153,272.984375	45,649,132	0.405	0.374	10.706	620.599976	463,410,816	34,040
ABM	2000-10-06	0.02	-0.011	145,488	45,642,168	0.396	0.376	6.343	614.799988	464,171,200	46,840
ABM	2000-10-13	0.008	-0.012	145,488	45,648,216	0.396	0.388	10.969	602.099976	464,931,584	52,600
ABM	2000-10-20	0.005	-0.003	145,488	45,646,156	0.396	0.391	5.664	593.400024	465,692,000	66,720
ABM	2000-10-27	0.028	0.023	145,488	45,644,444	0.396	0.369	8.934	616.200012	466,452,416	23,400
ABM	2000-11-03	0.022	-0.006	157,872.984375	45,647,816	0.401	0.38	11.596	637.700012	467,212,800	42,720
ABM	2000-11-10	0.041	0.019	157,872.984375	45,646,972	0.402	0.36	7.52	649.099976	467,973,184	39,640
ABM	2000-11-17	0.033	-0.008	157,872.984375	45,642,576	0.403	0.37	6.241	681.900024	468,733,600	41,400
ABM	2000-11-24	0.052	0.019	157,872.984375	45,647,860	0.42	0.368	6.426	667.599976	469,494,016	30,100
ABM	2000-12-01	0.148	0.096	255,524	45,643,496	0.514	0.366	6.159	663.200012	470,254,400	27,040
ABM	2000-12-08	0.149	0	255,524	45,648,456	0.515	0.366	7.095	693.400024	471,014,784	87,880
ABM	2000-12-15	0.081	-0.067	255,524	45,648,056	0.515	0.434	3.796	699.099976	471,775,200	53,400
ABM	2000-12-22	0.103	0.022	255,524	45,645,812	0.516	0.412	5.25	733.299988	472,535,616	51,680
ABM	2000-12-29	0.114	0.01	255,524	45,648,056	0.516	0.402	4.05	699.099976	473,296,000	80,500
ABM	2001-01-05	0.057	-0.056	246,042	45,647,672	0.492	0.435	6.159	704.799988	474,056,384	110,000
ABM	2001-01-12	0.041	-0.017	246,042	45,646,172	0.492	0.451	7.701	727.599976	474,816,800	91,560
ABM	2001-01-19	0.057	0.017	246,042	45,648,472	0.491	0.434	3.403	723.299988	475,577,216	60,650
ABM	2001-01-26	0.022	-0.035	246,042	45,644,804	0.491	0.468	5.249	713.200012	476,337,600	79,400
ABM	2001-02-02	-0.023	-0.045	166,914	46,324,320	0.422	0.445	8.711	685.599976	477,097,984	85,200
ABM	2001-02-09	-0.033	-0.01	166,914	46,320,000	0.422	0.455	12.472	694.799988	475,984,832	77,600
ABM	2001-02-16	-0.036	-0.003	166,914	46,321,436	0.422	0.458	7.972	733.5	474,871,680	179,000
ABM	2001-02-23	-0.041	-0.005	166,914	46,320,368	0.422	0.463	8.947	744.599976	473,758,496	117,750
ABM	2001-03-02	-0.01	0.031	185,334	46,322,980	0.443	0.453	9.38	745.799988	472,645,344	105,680
ABM	2001-03-09	-0.053	-0.043	185,334	46,326,212	0.442	0.495	6.581	748.400024	471,532,160	155,120
ABM	2001-03-16	-0.083	-0.03	185,334	47,510,600	0.439	0.522	7.591	728.099976	470,419,008	97,400
ABM	2001-03-23	-0.066	0.017	185,334	47,511,864	0.439	0.505	7.927	700.799988	471,963,232	97,280
ABM	2001-03-30	-0.086	-0.019	93,740	47,513,604	0.326	0.412	10.697	742.400024	473,507,456	104,160
ABM	2001-04-06	-0.153	-0.068	93,740	47,513,332	0.327	0.48	8.436	712.700012	475,051,680	99,320
ABM	2001-04-13	-0.15	0.004	93,740	47,514,108	0.327	0.477	12.726	715.799988	476,595,936	65,400
ABM	2001-04-20	-0.141	0.008	93,740	47,514,752	0.328	0.469	17.274	724.599976	478,140,160	115,200
ABM	2001-04-27	-0.107	0.034	184,348	47,515,152	0.405	0.512	7.714	784	479,684,384	217,880
ABM	2001-05-04	-0.116	-0.009	184,348	47,514,596	0.405	0.52	7.12	773.299988	481,228,608	188,800
ABM	2001-05-11	-0.086	0.03	184,348	47,509,436	0.405	0.491	5.149	755.400024	482,772,832	111,800
ABM	2001-05-18	-0.092	-0.007	184,348	47,515,340	0.405	0.498	6.682	774.5	484,317,088	78,120
ABM	2001-05-25	-0.14	-0.047	184,348	47,514,200	0.406	0.546	9.522	753.099976	485,861,312	169,800
ABM	2001-06-01	-0.012	0.127	313,808	47,513,884	0.49	0.503	4.921	770.200012	487,405,536	180,750
ABM	2001-06-08	-0.02	-0.007	313,808	47,511,044	0.49	0.509	3.201	806.5	488,949,728	121,200
ABM	2001-06-15	-0.026	-0.006	313,808	47,816,656	0.489	0.515	4.036	881.5	490,494,016	164,800

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