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	1998-07-10	-0	-0.008	382,999	0	0.5	0.501	3.158	0	326,788,064	152,400
AB	1998-07-17	0.011	0.011	382,999	0	0.5	0.49	3.744	0	328,134,464	92,900
AB	1998-07-24	0.011	0	382,999	0	0.5	0.489	2.782	0	329,480,832	117,200
AB	1998-07-31	0.001	-0.01	443,293	0	0.5	0.499	2.966	0	330,827,232	95,900
AB	1998-08-07	-0	-0.002	443,293	0	0.5	0.501	2.847	0	332,173,600	230,200
AB	1998-08-14	0.009	0.009	443,293	0	0.5	0.492	4.154	0	333,520,000	99,800
AB	1998-08-21	0.005	-0.003	443,293	0	0.5	0.495	5.034	0	333,044,512	170,300
AB	1998-08-28	0.012	0.007	443,293	0	0.5	0.488	3.301	0	332,568,992	182,200
AB	1998-09-04	0.006	-0.006	351,735	0	0.5	0.494	4.005	0	332,093,504	291,000
AB	1998-09-11	0.006	0	351,735	0	0.5	0.494	2.703	0	331,617,984	146,000
AB	1998-09-18	0.011	0.004	351,735	0	0.5	0.49	4.135	0	331,142,496	99,400
AB	1998-09-25	0.01	-0.001	351,735	0	0.5	0.491	3.321	0	330,667,008	111,000
AB	1998-10-02	0.016	0.006	489,774.03125	0	0.5	0.484	4.23	0	330,191,488	133,400
AB	1998-10-09	0.014	-0.002	489,774.03125	0	0.5	0.487	3.429	0	329,716,000	133,600
AB	1998-10-16	0.008	-0.005	489,774.03125	0	0.5	0.492	2.641	0	329,240,512	122,800
AB	1998-10-23	0.006	-0.003	489,774.03125	0	0.5	0.495	1.905	0	328,764,992	84,320
AB	1998-10-30	0.009	0.003	525,216	0	0.5	0.491	2.334	0	328,289,504	76,700
AB	1998-11-06	0.003	-0.006	525,216	0	0.5	0.497	2.338	0	327,814,016	123,000
AB	1998-11-13	0.009	0.006	525,216	0	0.5	0.491	1.945	0	327,338,496	114,800
AB	1998-11-20	0.015	0.006	525,216	0	0.5	0.486	2.221	0	326,863,008	99,000
AB	1998-11-27	0.001	-0.013	525,216	0	0.5	0.499	2.176	0	328,031,040	133,425
AB	1998-12-04	0.068	0.067	531,947	170,235,024	0.375	0.307	3.781	4,490.799805	329,199,104	79,080
AB	1998-12-11	0.02	-0.048	531,947	170,236,192	0.375	0.355	2.801	4,468.700195	330,367,168	108,500
AB	1998-12-18	0.036	0.016	531,947	170,236,032	0.376	0.34	2.082	4,543.600098	331,535,200	99,400
AB	1998-12-25	0.041	0.005	531,947	170,235,152	0.376	0.335	3.743	4,415.899902	332,703,264	102,250
AB	1999-01-01	0.044	0.003	503,398.03125	170,236,896	0.367	0.322	2.054	4,383.600098	333,871,328	102,400
AB	1999-01-08	0.012	-0.032	503,398.03125	170,235,296	0.368	0.356	3.963	4,341	335,039,360	143,200
AB	1999-01-15	-0.016	-0.028	503,398.03125	170,235,712	0.369	0.385	0.293	4,405.700195	336,207,424	147,600
AB	1999-01-22	0.01	0.026	503,398.03125	170,235,712	0.368	0.358	2.023	4,405.700195	337,375,488	108,750
AB	1999-01-29	0.015	0.004	503,398.03125	170,237,728	0.368	0.353	2.574	4,511.299805	338,543,520	74,280
AB	1999-02-05	-0.042	-0.056	410,224	170,234,112	0.357	0.399	3.478	4,363.100098	339,711,584	116,880
AB	1999-02-12	0.011	0.052	410,224	170,235,440	0.357	0.346	3.432	4,266.100098	340,879,616	91,080
AB	1999-02-19	0.014	0.003	410,224	170,234,224	0.358	0.344	2.775	4,288.200195	342,047,680	61,850
AB	1999-02-26	-0.038	-0.052	410,224	170,237,808	0.357	0.395	3.657	4,223.600098	343,215,744	102,000
AB	1999-03-05	0.031	0.069	433,129.96875	170,235,152	0.376	0.345	4.762	4,415.899902	344,383,776	116,800
AB	1999-03-12	-0.016	-0.046	433,129.96875	170,234,112	0.376	0.391	4.212	4,363.100098	345,551,840	190,300
AB	1999-03-19	-0.012	0.003	433,129.96875	170,235,152	0.376	0.388	2.429	4,415.899902	346,719,904	123,200
AB	1999-03-26	-0.032	-0.02	433,129.96875	170,237,808	0.376	0.408	3.487	4,223.600098	347,887,936	129,000
AB	1999-04-02	-0.015	0.017	404,321	170,364,000	0.362	0.376	2.729	4,259.100098	349,056,000	88,000
AB	1999-04-09	-0.034	-0.019	404,321	170,367,104	0.362	0.395	3.589	4,269.399902	360,837,152	135,800
AB	1999-04-16	-0.027	0.007	404,321	170,364,704	0.362	0.389	4.444	4,344.299805	372,618,336	170,600
AB	1999-04-23	-0.019	0.007	404,321	170,365,568	0.361	0.38	2.617	4,334.100098	384,399,488	141,800
AB	1999-04-30	-0.026	-0.006	388,227	170,367,568	0.354	0.38	3.631	4,727.700195	396,180,672	226,000
AB	1999-05-07	-0.078	-0.052	388,227	170,365,648	0.355	0.432	5.963	5,218.299805	407,961,824	191,400
AB	1999-05-14	-0.069	0.009	388,227	170,684,336	0.355	0.424	3.056	5,088.100098	419,743,008	197,400
AB	1999-05-21	-0.021	0.048	388,227	170,684,304	0.356	0.376	4.343	5,163.200195	419,685,728	84,800
AB	1999-05-28	-0.052	-0.031	388,227	170,686,256	0.356	0.408	3.202	5,173.5	419,628,416	148,000
AB	1999-06-04	0.051	0.103	609,088	170,684,304	0.428	0.377	2.835	5,163.200195	419,571,136	71,500
AB	1999-06-11	0.032	-0.019	609,088	170,683,728	0.429	0.396	2.328	5,067.600098	419,513,856	171,200
AB	1999-06-18	0.06	0.028	609,088	170,685,248	0.429	0.369	2.391	5,205.899902	419,456,576	81,440
AB	1999-06-25	0.087	0.026	609,088	170,684,656	0.429	0.342	2.315	5,185.399902	419,399,296	49,880
AB	1999-07-02	0.062	-0.024	589,584	170,684,848	0.424	0.362	1.489	5,632.600098	419,342,016	90,300
AB	1999-07-09	0.047	-0.015	589,584	170,685,280	0.424	0.376	2.572	5,504.600098	419,284,704	84,250
AB	1999-07-16	0.032	-0.016	589,584	170,685,152	0.424	0.392	3.19	5,356.100098	419,227,424	93,500
AB	1999-07-23	0.048	0.016	589,584	170,685,600	0.424	0.376	1.588	5,228.100098	419,170,144	84,660
AB	1999-07-30	0.028	-0.02	515,316	170,685,600	0.4	0.373	3.903	5,228.100098	419,112,864	57,200
AB	1999-08-06	0.031	0.004	515,316	170,684,608	0.4	0.369	3.095	4,886.700195	419,055,584	108,000
AB	1999-08-13	0.016	-0.016	515,316	170,685,632	0.4	0.384	1.937	4,854.299805	418,998,240	102,200
AB	1999-08-20	-0.001	-0.017	515,316	171,136,448	0.401	0.402	2.067	4,577.899902	418,940,992	315,800
AB	1999-08-27	-0.017	-0.016	515,316	171,137,824	0.401	0.417	2.734	4,557.399902	420,958,016	208,200
AB	1999-09-03	-0.047	-0.03	454,753	171,134,624	0.388	0.435	3.41	4,524.799805	422,975,008	187,200
AB	1999-09-10	-0.038	0.009	454,753	171,135,136	0.387	0.425	2.819	4,673.700195	424,992,000	164,750
AB	1999-09-17	-0.01	0.028	454,753	171,136,448	0.387	0.396	4.456	4,577.899902	427,008,992	94,000
AB	1999-09-24	-0.035	-0.025	454,753	171,137,616	0.386	0.421	3.37	4,663.5	429,025,984	99,600
AB	1999-10-01	-0.015	0.02	426,310.03125	171,135,264	0.382	0.397	2.69	4,642.899902	431,043,008	111,100
AB	1999-10-08	-0.023	-0.009	426,310.03125	171,136,288	0.382	0.406	3.351	4,834.600098	433,060,000	98,800
AB	1999-10-15	-0.011	0.012	426,310.03125	171,136,640	0.382	0.393	2.684	4,245.899902	435,076,992	238,200
AB	1999-10-22	-0.004	0.007	426,310.03125	171,135,216	0.382	0.386	2.422	4,492.299805	437,094,016	218,400
AB	1999-10-29	-0.045	-0.041	426,310.03125	171,137,024	0.383	0.427	3.636	4,696	439,110,976	175,800
AB	1999-11-05	-0.085	-0.041	442,702.03125	171,136,992	0.374	0.459	3.744	5,584.200195	441,128,000	452,200
AB	1999-11-12	-0.1	-0.014	442,702.03125	171,137,008	0.374	0.473	5.232	5,508.899902	443,144,992	161,400
AB	1999-11-19	-0.087	0.013	442,702.03125	171,266,720	0.374	0.461	2.933	5,502.799805	445,161,984	161,800
AB	1999-11-26	-0.039	0.048	442,702.03125	171,266,960	0.373	0.412	2.747	5,299	432,643,392	97,425
AB	1999-12-03	0.132	0.171	545,864	171,266,208	0.412	0.28	2.47	5,288.700195	420,124,832	90,000
AB	1999-12-10	0.029	-0.102	545,864	171,264,528	0.411	0.381	4.317	5,309.200195	407,606,272	117,720
AB	1999-12-17	0.061	0.032	545,864	171,265,312	0.411	0.35	1.993	5,170.5	395,087,680	121,200
AB	1999-12-24	0.033	-0.028	545,864	171,264,528	0.412	0.379	1.651	5,160.200195	382,569,120	83,500
AB	1999-12-31	0.081	0.048	485,964	171,265,872	0.39	0.309	3.553	5,127.700195	370,050,528	63,120
AB	2000-01-07	-0.011	-0.092	485,964	171,267,200	0.39	0.401	3.879	5,352.100098	357,531,936	185,000
AB	2000-01-14	-0.011	0	485,964	171,266,000	0.39	0.4	2.662	6,155.299805	345,013,376	219,800
AB	2000-01-21	-0.06	-0.049	485,964	171,264,864	0.39	0.45	3.029	6,336.799805	332,494,784	220,000
AB	2000-01-28	-0.033	0.027	485,964	171,265,376	0.39	0.423	4.144	6,401.899902	319,976,224	246,800
AB	2000-02-04	0.022	0.055	645,201	171,264,592	0.442	0.419	2.595	6,744.399902	307,457,632	153,000
AB	2000-02-11	0.011	-0.011	645,201	171,264,736	0.442	0.431	1.818	6,540.600098	294,939,040	125,600
AB	2000-02-18	0.07	0.059	645,201	171,265,152	0.441	0.371	2.102	6,497.799805	282,420,480	89,000
AB	2000-02-25	0.059	-0.011	645,201	171,265,056	0.441	0.383	1.586	6,389.899902	269,901,888	122,250
AB	2000-03-03	0.068	0.01	631,740.0625	171,264,656	0.45	0.382	1.742	6,432.700195	257,383,312	113,320
AB	2000-03-10	0.012	-0.056	631,740.0625	171,266,928	0.45	0.438	2.373	6,326.600098	244,864,736	171,800
AB	2000-03-17	0.077	0.065	631,740.0625	171,266,416	0.45	0.373	2.088	6,775.299805	232,346,160	109,400
AB	2000-03-24	-0.023	-0.1	631,740.0625	171,265,312	0.449	0.472	2.932	7,268.5	219,827,584	168,800
AB	2000-03-31	0.129	0.151	553,776	71,855,696	0.571	0.443	2.84	2,977.699951	207,308,992	126,000
AB	2000-04-07	0.087	-0.041	553,776	71,856,152	0.571	0.484	2.759	3,027.300049	187,857,856	141,920
AB	2000-04-14	0.111	0.024	553,776	71,854,992	0.571	0.46	3.227	2,874.199951	168,406,720	114,680
AB	2000-04-21	0.111	0	553,776	71,854,272	0.572	0.46	3.787	2,968.300049	148,955,568	119,050
AB	2000-04-28	0.094	-0.017	553,776	71,854,496	0.571	0.477	2.678	3,219.800049	129,504,432	183,800
AB	2000-05-05	0.092	-0.002	488,987	71,855,624	0.554	0.462	2.871	3,035.899902	110,053,288	96,800
AB	2000-05-12	0.087	-0.006	488,987	71,855,632	0.553	0.466	4.797	3,175.300049	90,602,144	131,520
AB	2000-05-19	0.157	0.07	488,987	72,096,048	0.55	0.393	2.924	3,212.600098	71,151,000	119,400
AB	2000-05-26	0.096	-0.061	488,987	72,096,128	0.551	0.454	2.545	3,240	70,480,152	113,200
AB	2000-06-02	0.084	-0.013	348,184	72,095,704	0.477	0.393	4.16	3,374.800049	69,809,304	83,750

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