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
AB	1998-03-20	0.006	0.004	275,897	0	0.5	0.495	5.53	0	276,995,712	195,800
AB	1998-03-27	-0.003	-0.009	275,897	0	0.5	0.504	5.259	0	278,448,352	271,400
AB	1998-04-03	-0.01	-0.007	239,311.015625	0	0.5	0.511	4.427	0	279,900,992	259,800
AB	1998-04-10	-0.002	0.008	239,311.015625	0	0.5	0.503	7.336	0	285,920,320	214,750
AB	1998-04-17	-0.004	-0.002	239,311.015625	0	0.5	0.504	8.058	0	291,939,680	136,000
AB	1998-04-24	0.003	0.007	239,311.015625	0	0.5	0.498	5.958	0	297,959,008	136,600
AB	1998-05-01	0.006	0.003	295,212	0	0.5	0.494	5.152	0	303,978,336	170,400
AB	1998-05-08	0.004	-0.002	295,212	0	0.5	0.497	5.094	0	309,997,664	131,200
AB	1998-05-15	0	-0.003	295,212	0	0.5	0.5	4.849	0	316,016,992	93,000
AB	1998-05-22	-0.001	-0.001	295,212	0	0.5	0.501	7.311	0	317,363,392	114,900
AB	1998-05-29	0.001	0.002	295,212	0	0.5	0.5	5.382	0	318,709,760	104,125
AB	1998-06-05	0.01	0.009	386,441.96875	0	0.5	0.49	2.647	0	320,056,160	97,900
AB	1998-06-12	0.008	-0.002	386,441.96875	0	0.5	0.492	3.884	0	321,402,528	101,800
AB	1998-06-19	0.01	0.002	386,441.96875	0	0.5	0.49	4.724	0	322,748,928	99,920
AB	1998-06-26	0.005	-0.005	386,441.96875	0	0.5	0.495	4.425	0	324,095,296	86,060
AB	1998-07-03	0.002	-0.003	382,999	0	0.5	0.498	3.142	0	325,441,696	112,500
AB	1998-07-10	-0.006	-0.008	382,999	0	0.5	0.507	3.747	0	326,788,064	152,400
AB	1998-07-17	0.001	0.007	382,999	0	0.5	0.5	2.719	0	328,134,464	92,900
AB	1998-07-24	0.005	0.004	382,999	0	0.5	0.496	2.998	0	329,480,832	117,200
AB	1998-07-31	-0.007	-0.012	443,293	0	0.5	0.508	2.476	0	330,827,232	95,900
AB	1998-08-07	0.002	0.009	443,293	0	0.5	0.498	3.208	0	332,173,600	230,200
AB	1998-08-14	-0.009	-0.01	443,293	0	0.5	0.509	3.645	0	333,520,000	99,800
AB	1998-08-21	-0.006	0.002	443,293	0	0.5	0.507	4.478	0	333,044,512	170,300
AB	1998-08-28	-0.005	0.001	443,293	0	0.5	0.506	2.217	0	332,568,992	182,200
AB	1998-09-04	-0.018	-0.013	351,735	0	0.5	0.519	4.237	0	332,093,504	291,000
AB	1998-09-11	-0.022	-0.004	351,735	0	0.5	0.522	5.416	0	331,617,984	146,000
AB	1998-09-18	-0.005	0.017	351,735	0	0.5	0.505	3.116	0	331,142,496	99,400
AB	1998-09-25	-0.006	-0.001	351,735	0	0.5	0.506	4.678	0	330,667,008	111,000
AB	1998-10-02	-0.012	-0.006	489,774.03125	0	0.5	0.512	3.517	0	330,191,488	133,400
AB	1998-10-09	-0.013	-0.001	489,774.03125	0	0.5	0.513	2.527	0	329,716,000	133,600
AB	1998-10-16	-0.01	0.003	489,774.03125	0	0.5	0.511	4.127	0	329,240,512	122,800
AB	1998-10-23	-0.012	-0.002	489,774.03125	0	0.5	0.512	2.44	0	328,764,992	84,320
AB	1998-10-30	-0.011	0.001	525,216	0	0.5	0.511	2.336	0	328,289,504	76,700
AB	1998-11-06	-0.005	0.006	525,216	0	0.5	0.505	3.215	0	327,814,016	123,000
AB	1998-11-13	-0	0.004	525,216	0	0.5	0.501	2.503	0	327,338,496	114,800
AB	1998-11-20	0.004	0.004	525,216	0	0.5	0.497	2.411	0	326,863,008	99,000
AB	1998-11-27	-0.001	-0.004	525,216	0	0.5	0.501	1.7	0	328,031,040	133,425
AB	1998-12-04	0.021	0.021	531,947	170,235,024	0.375	0.354	2.699	4,490.799805	329,199,104	79,080
AB	1998-12-11	0.012	-0.008	531,947	170,236,192	0.375	0.363	2.055	4,468.700195	330,367,168	108,500
AB	1998-12-18	0.013	0	531,947	170,236,032	0.376	0.363	2.499	4,543.600098	331,535,200	99,400
AB	1998-12-25	0.022	0.009	531,947	170,235,152	0.376	0.354	2.78	4,415.899902	332,703,264	102,250
AB	1999-01-01	0.015	-0.007	503,398.03125	170,236,896	0.367	0.352	2.754	4,383.600098	333,871,328	102,400
AB	1999-01-08	-0.036	-0.051	503,398.03125	170,235,296	0.368	0.404	2.745	4,341	335,039,360	143,200
AB	1999-01-15	-0.042	-0.005	503,398.03125	170,235,712	0.369	0.41	3.634	4,405.700195	336,207,424	147,600
AB	1999-01-22	-0.019	0.023	503,398.03125	170,235,712	0.368	0.388	2.977	4,405.700195	337,375,488	108,750
AB	1999-01-29	-0.012	0.007	503,398.03125	170,237,728	0.368	0.38	2.704	4,511.299805	338,543,520	74,280
AB	1999-02-05	-0.085	-0.073	410,224	170,234,112	0.357	0.441	3.048	4,363.100098	339,711,584	116,880
AB	1999-02-12	-0.04	0.044	410,224	170,235,440	0.357	0.397	3.771	4,266.100098	340,879,616	91,080
AB	1999-02-19	-0.007	0.034	410,224	170,234,224	0.357	0.364	4.039	4,288.200195	342,047,680	61,850
AB	1999-02-26	-0.038	-0.032	410,224	170,237,808	0.357	0.395	2.776	4,223.600098	343,215,744	102,000
AB	1999-03-05	-0.032	0.007	433,129.96875	170,235,152	0.375	0.406	3.368	4,415.899902	344,383,776	116,800
AB	1999-03-12	-0.031	0.001	433,129.96875	170,234,112	0.375	0.406	2.733	4,363.100098	345,551,840	190,300
AB	1999-03-19	-0.067	-0.036	433,129.96875	170,235,152	0.375	0.442	4.067	4,415.899902	346,719,904	123,200
AB	1999-03-26	-0.067	-0.001	433,129.96875	170,237,808	0.375	0.443	3.471	4,223.600098	347,887,936	129,000
AB	1999-04-02	-0.039	0.029	404,321	170,364,000	0.361	0.4	3.449	4,259.100098	349,056,000	88,000
AB	1999-04-09	-0.067	-0.028	404,321	170,367,104	0.362	0.428	3.032	4,269.399902	360,837,152	135,800
AB	1999-04-16	-0.028	0.039	404,321	170,364,704	0.362	0.389	3.295	4,344.299805	372,618,336	170,600
AB	1999-04-23	-0.075	-0.047	404,321	170,365,568	0.361	0.435	3.727	4,334.100098	384,399,488	141,800
AB	1999-04-30	-0.041	0.033	388,227	170,367,568	0.354	0.396	2.696	4,727.700195	396,180,672	226,000
AB	1999-05-07	-0.073	-0.032	388,227	170,365,648	0.354	0.427	2.44	5,218.299805	407,961,824	191,400
AB	1999-05-14	-0.118	-0.045	388,227	170,684,336	0.355	0.473	5.626	5,088.100098	419,743,008	197,400
AB	1999-05-21	-0.062	0.055	388,227	170,684,304	0.356	0.418	3.873	5,163.200195	419,685,728	84,800
AB	1999-05-28	-0.08	-0.018	388,227	170,686,256	0.356	0.436	5.195	5,173.5	419,628,416	148,000
AB	1999-06-04	0.019	0.099	609,088	170,684,304	0.428	0.409	2.211	5,163.200195	419,571,136	71,500
AB	1999-06-11	0.01	-0.009	609,088	170,683,728	0.429	0.418	2.282	5,067.600098	419,513,856	171,200
AB	1999-06-18	0.014	0.004	609,088	170,685,248	0.429	0.415	2.049	5,205.899902	419,456,576	81,440
AB	1999-06-25	0.065	0.051	609,088	170,684,656	0.429	0.364	1.687	5,185.399902	419,399,296	49,880
AB	1999-07-02	0.001	-0.064	589,584	170,684,848	0.424	0.423	2.19	5,632.600098	419,342,016	90,300
AB	1999-07-09	0.006	0.005	589,584	170,685,280	0.424	0.418	3.182	5,504.600098	419,284,704	84,250
AB	1999-07-16	-0.008	-0.013	589,584	170,685,152	0.424	0.432	3.149	5,356.100098	419,227,424	93,500
AB	1999-07-23	0.01	0.018	589,584	170,685,600	0.424	0.414	2.448	5,228.100098	419,170,144	84,660
AB	1999-07-30	0.018	0.008	515,316	170,685,600	0.4	0.382	2.283	5,228.100098	419,112,864	57,200
AB	1999-08-06	-0.025	-0.044	515,316	170,684,608	0.4	0.425	3.307	4,886.700195	419,055,584	108,000
AB	1999-08-13	-0.023	0.002	515,316	170,685,632	0.4	0.423	1.877	4,854.299805	418,998,240	102,200
AB	1999-08-20	-0.015	0.008	515,316	171,136,448	0.4	0.415	3.999	4,577.899902	418,940,992	315,800
AB	1999-08-27	-0.045	-0.03	515,316	171,137,824	0.4	0.445	2.923	4,557.399902	420,958,016	208,200
AB	1999-09-03	-0.08	-0.035	454,753	171,134,624	0.387	0.467	3.347	4,524.799805	422,975,008	187,200
AB	1999-09-10	-0.06	0.02	454,753	171,135,136	0.387	0.446	3.955	4,673.700195	424,992,000	164,750
AB	1999-09-17	-0.047	0.013	454,753	171,136,448	0.386	0.433	3.443	4,577.899902	427,008,992	94,000
AB	1999-09-24	-0.04	0.007	454,753	171,137,616	0.386	0.425	2.521	4,663.5	429,025,984	99,600
AB	1999-10-01	-0.057	-0.018	426,310.03125	171,135,264	0.382	0.439	2.779	4,642.899902	431,043,008	111,100
AB	1999-10-08	-0.043	0.014	426,310.03125	171,136,288	0.382	0.425	3.44	4,834.600098	433,060,000	98,800
AB	1999-10-15	-0.015	0.029	426,310.03125	171,136,640	0.382	0.397	2.303	4,245.899902	435,076,992	238,200
AB	1999-10-22	-0.043	-0.028	426,310.03125	171,135,216	0.382	0.425	3.016	4,492.299805	437,094,016	218,400
AB	1999-10-29	-0.091	-0.048	426,310.03125	171,137,024	0.382	0.473	4.371	4,696	439,110,976	175,800
AB	1999-11-05	-0.085	0.005	442,702.03125	171,136,992	0.375	0.46	3.537	5,584.200195	441,128,000	452,200
AB	1999-11-12	-0.109	-0.023	442,702.03125	171,137,008	0.374	0.483	4.871	5,508.899902	443,144,992	161,400
AB	1999-11-19	-0.102	0.006	442,702.03125	171,266,720	0.375	0.477	3.113	5,502.799805	445,161,984	161,800
AB	1999-11-26	-0.076	0.027	442,702.03125	171,266,960	0.374	0.45	4.481	5,299	432,643,392	97,425
AB	1999-12-03	0.083	0.158	545,864	171,266,208	0.411	0.329	2.034	5,288.700195	420,124,832	90,000
AB	1999-12-10	-0.012	-0.095	545,864	171,264,528	0.41	0.422	3.178	5,309.200195	407,606,272	117,720
AB	1999-12-17	-0.002	0.01	545,864	171,265,312	0.411	0.413	2.174	5,170.5	395,087,680	121,200
AB	1999-12-24	-0.029	-0.027	545,864	171,264,528	0.412	0.44	2.799	5,160.200195	382,569,120	83,500
AB	1999-12-31	0.062	0.091	485,964	171,265,872	0.39	0.328	4.097	5,127.700195	370,050,528	63,120
AB	2000-01-07	0.007	-0.055	485,964	171,267,200	0.39	0.383	2.862	5,352.100098	357,531,936	185,000
AB	2000-01-14	0.004	-0.003	485,964	171,266,000	0.389	0.385	2.613	6,155.299805	345,013,376	219,800
AB	2000-01-21	-0.083	-0.087	485,964	171,264,864	0.39	0.473	2.462	6,336.799805	332,494,784	220,000
AB	2000-01-28	-0.024	0.059	485,964	171,265,376	0.39	0.414	2.69	6,401.899902	319,976,224	246,800
AB	2000-02-04	0.001	0.025	645,201	171,264,592	0.442	0.441	2.592	6,744.399902	307,457,632	153,000
AB	2000-02-11	-0.031	-0.032	645,201	171,264,736	0.442	0.473	1.935	6,540.600098	294,939,040	125,600

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