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
AAPL	2011-03-18	-0.134	-0.025	10,139,525	25,795,780,608	0.068	0.202	141.949005	304,648.1875	25,464,692,736	746,337,024
AAPL	2011-03-25	-0.131	0.003	10,139,525	25,795,784,704	0.068	0.199	140.052994	323,866.09375	25,305,155,584	392,388,608
AAPL	2011-04-01	-0.095	0.036	11,391,189	25,795,782,656	0.082	0.177	154.001999	317,442.90625	25,145,616,384	336,868,608
AAPL	2011-04-08	-0.098	-0.003	11,391,189	25,795,788,800	0.081	0.179	128.427002	308,672.40625	24,986,077,184	419,267,392
AAPL	2011-04-15	-0.036	0.062	11,630,896	25,795,782,656	0.079	0.115	85.147003	301,681.6875	24,826,537,984	385,242,592
AAPL	2011-04-22	-0.092	-0.056	11,630,896	25,893,126,144	0.078	0.171	229.951996	324,311.40625	24,667,000,832	620,938,240
AAPL	2011-04-29	-0.05	0.043	11,630,896	25,893,130,240	0.079	0.129	128.932007	323,793.59375	24,967,307,264	465,772,608
AAPL	2011-05-06	-0.095	-0.046	11,546,774	25,893,128,192	0.079	0.175	128.612	320,582.8125	25,267,615,744	352,283,008
AAPL	2011-05-13	-0.111	-0.016	11,546,774	25,893,126,144	0.08	0.19	119.081001	314,886.3125	25,567,922,176	294,191,008
AAPL	2011-05-20	-0.059	0.051	13,349,219	25,893,124,096	0.09	0.149	107.434998	309,992.5	25,868,230,656	367,204,608
AAPL	2011-05-27	-0.091	-0.032	13,349,219	25,893,126,144	0.09	0.182	104.342003	312,012.1875	26,168,539,136	285,182,208
AAPL	2011-06-03	-0.079	0.012	11,666,721	25,893,126,144	0.081	0.16	144.173996	317,605.09375	26,468,845,568	406,117,504
AAPL	2011-06-10	-0.072	0.007	11,666,721	25,893,126,144	0.081	0.153	164.093994	301,370.09375	26,769,154,048	406,898,816
AAPL	2011-06-17	-0.088	-0.016	10,872,042	25,893,128,192	0.073	0.161	148.169998	296,165.59375	27,069,462,528	437,769,792
AAPL	2011-06-24	-0.106	-0.018	10,872,042	25,893,128,192	0.072	0.178	186.445999	301,784.40625	27,369,768,960	504,835,392
AAPL	2011-07-01	-0.054	0.052	11,558,597	25,893,132,288	0.077	0.131	145.977997	317,423.90625	27,670,077,440	348,985,408
AAPL	2011-07-08	-0.106	-0.052	11,558,597	25,893,126,144	0.077	0.183	122.672997	332,649	27,970,383,872	422,244,256
AAPL	2011-07-15	-0.073	0.033	11,604,774	25,893,124,096	0.071	0.144	254.641998	337,465.09375	28,270,692,352	440,184,608
AAPL	2011-07-22	-0.119	-0.046	11,604,774	25,958,543,360	0.071	0.19	164.427994	364,613.6875	28,571,000,832	675,280,384
AAPL	2011-07-29	-0.098	0.021	11,604,774	25,958,547,456	0.071	0.169	164.227005	362,017.90625	28,549,500,928	590,465,984
AAPL	2011-08-05	-0.143	-0.045	10,865,695	25,958,545,408	0.068	0.211	146.694	346,390.8125	28,528,001,024	812,176,576
AAPL	2011-08-12	-0.139	0.004	10,865,695	25,958,543,360	0.068	0.208	234.755997	349,505.8125	28,506,499,072	875,203,968
AAPL	2011-08-19	-0.036	0.104	11,769,761	25,958,545,408	0.077	0.112	148.811005	330,062.90625	28,484,999,168	605,735,616
AAPL	2011-08-26	-0.148	-0.112	11,769,761	25,958,543,360	0.077	0.225	135.451004	355,606.09375	28,463,499,264	666,248,192
AAPL	2011-09-02	-0.087	0.061	12,537,735	25,958,543,360	0.08	0.167	170.322998	346,780.1875	28,441,999,360	425,688,192
AAPL	2011-09-09	-0.101	-0.014	12,537,735	25,958,543,360	0.081	0.182	177.477005	349,973.09375	28,420,499,456	460,311,488
AAPL	2011-09-16	-0.068	0.033	15,164,040	25,958,547,456	0.098	0.167	33.757	371,285.09375	28,398,999,552	511,889,600
AAPL	2011-09-23	-0.114	-0.045	15,164,040	25,958,543,360	0.099	0.213	84.428001	374,815.40625	28,377,499,648	744,069,760
AAPL	2011-09-30	-0.107	0.007	14,333,250	25,958,547,456	0.094	0.201	101.413002	353,503.5	28,355,999,744	614,748,032
AAPL	2011-10-07	-0.117	-0.01	14,333,250	25,958,545,408	0.095	0.211	112.970001	342,834.5	28,334,499,840	807,457,216
AAPL	2011-10-14	-0.104	0.012	14,333,250	25,958,545,408	0.095	0.199	215.835999	391,247.1875	28,312,999,936	534,008,192
AAPL	2011-10-21	-0.101	0.003	11,693,098	25,958,543,360	0.086	0.187	199.979004	364,224.3125	28,291,500,032	768,444,224
AAPL	2011-10-28	-0.126	-0.025	11,693,098	26,023,450,624	0.085	0.211	108.587997	376,377.1875	28,270,000,128	441,275,584
AAPL	2011-11-04	-0.102	0.024	12,011,234	26,023,448,576	0.086	0.188	184.492004	371,979.1875	29,659,461,632	397,651,392
AAPL	2011-11-11	-0.103	-0.001	12,011,234	26,023,448,576	0.085	0.188	115.331001	357,458.09375	31,048,923,136	525,588,000
AAPL	2011-11-18	-0.051	0.052	10,683,440	26,023,448,576	0.076	0.127	142.160995	348,480	32,438,384,640	412,952,800
AAPL	2011-11-25	-0.116	-0.065	10,683,440	26,023,450,624	0.077	0.193	127.002998	337,914.5	33,827,846,144	385,008,256
AAPL	2011-12-02	-0.109	0.007	9,440,115	26,023,450,624	0.067	0.176	148.084	362,194.40625	35,217,309,696	378,888,608
AAPL	2011-12-09	-0.131	-0.022	9,440,115	26,023,452,672	0.067	0.198	155.238998	365,837.6875	36,606,771,200	323,780,608
AAPL	2011-12-16	-0.111	0.02	11,619,638	26,023,448,576	0.081	0.191	156.662003	354,127.09375	37,996,232,704	344,912,384
AAPL	2011-12-23	-0.111	0	11,619,638	26,023,450,624	0.08	0.191	179.104004	374,867.8125	39,385,694,208	261,490,208
AAPL	2011-12-30	-0.101	0.009	10,585,807	26,023,450,624	0.077	0.179	214.261993	376,403.1875	40,775,155,712	222,344,496
AAPL	2012-01-06	-0.097	0.004	10,585,807	26,023,452,672	0.077	0.175	290.31601	392,589.8125	42,164,617,216	287,951,488
AAPL	2012-01-13	-0.094	0.003	10,585,807	26,023,450,624	0.077	0.171	175.309998	390,169.59375	43,554,078,720	261,182,800
AAPL	2012-01-20	-0.05	0.044	9,962,590	26,023,448,576	0.073	0.123	212.100998	390,638.03125	44,943,540,224	298,849,984
AAPL	2012-01-27	-0.12	-0.07	9,962,590	26,106,361,856	0.073	0.193	155.248001	417,023	46,333,001,728	487,141,600
AAPL	2012-02-03	-0.056	0.064	11,530,052	26,106,359,808	0.082	0.138	143.906006	428,588.09375	45,783,232,512	302,893,408
AAPL	2012-02-10	-0.149	-0.093	11,530,052	26,106,363,904	0.083	0.232	281.647003	460,046.3125	45,233,463,296	497,808,800
AAPL	2012-02-17	-0.092	0.057	10,589,404	26,106,361,856	0.074	0.167	237.587006	468,165.40625	44,683,694,080	792,818,176
AAPL	2012-02-24	-0.121	-0.029	10,589,404	26,106,363,904	0.074	0.195	141.156998	487,066.40625	44,133,924,864	517,999,264
AAPL	2012-03-02	-0.099	0.022	10,446,497	26,106,357,760	0.071	0.171	146.427994	508,316.90625	43,584,155,648	642,992,384
AAPL	2012-03-09	-0.133	-0.034	10,446,497	26,106,359,808	0.071	0.205	154.085007	508,290.8125	43,034,386,432	670,652,032
AAPL	2012-03-16	-0.156	-0.023	9,797,118	26,106,359,808	0.065	0.221	232.378998	545,962.3125	42,484,617,216	900,437,376
AAPL	2012-03-23	-0.159	-0.003	9,797,118	26,106,359,808	0.065	0.224	173.985001	555,752.1875	41,934,848,000	683,260,032
AAPL	2012-03-30	-0.099	0.061	9,866,671	26,106,361,856	0.061	0.159	265.955994	559,015.5	41,385,078,784	639,521,600
AAPL	2012-04-06	-0.148	-0.049	9,866,671	26,106,357,760	0.061	0.208	126.686996	590,813	40,835,309,568	661,797,760
AAPL	2012-04-13	-0.134	0.014	9,866,671	26,106,361,856	0.061	0.195	168.337006	564,289	40,285,540,352	731,571,776
AAPL	2012-04-20	-0.2	-0.066	9,677,286	26,106,357,760	0.061	0.261	160.994995	534,214.375	39,735,771,136	979,310,016
AAPL	2012-04-27	-0.168	0.032	9,677,286	26,181,736,448	0.06	0.229	246.098999	563,849.875	39,186,001,920	778,249,216
AAPL	2012-05-04	-0.178	-0.009	8,093,467	26,181,736,448	0.051	0.228	165.919006	528,556.875	38,865,768,448	493,015,008
AAPL	2012-05-11	-0.178	0	8,093,467	26,181,734,400	0.051	0.228	187.817993	529,918.3125	38,545,539,072	434,164,000
AAPL	2012-05-18	-0.078	0.1	11,376,018	26,181,734,400	0.069	0.147	190.727997	495,934.40625	38,225,309,696	567,873,984
AAPL	2012-05-25	-0.167	-0.09	11,376,018	26,181,734,400	0.07	0.237	147.772995	525,781.625	37,905,076,224	547,122,176
AAPL	2012-06-01	-0.082	0.086	11,726,573	26,181,738,496	0.074	0.156	137.623993	524,551.125	37,584,846,848	480,650,240
AAPL	2012-06-08	-0.146	-0.064	11,726,573	26,181,738,496	0.074	0.22	279.718994	542,642.6875	37,264,613,376	414,789,792
AAPL	2012-06-15	-0.101	0.044	14,652,690	26,181,736,448	0.085	0.186	89.306999	536,856.5	36,944,384,000	400,210,592
AAPL	2012-06-22	-0.116	-0.015	14,652,690	26,181,736,448	0.084	0.2	173.845993	544,292.125	36,624,154,624	354,316,416
AAPL	2012-06-29	-0.093	0.023	14,652,690	26,181,736,448	0.084	0.177	139.335999	546,072.5	36,303,921,152	297,650,400
AAPL	2012-07-06	-0.103	-0.011	15,187,253	26,181,738,496	0.086	0.189	91.744003	566,546.625	35,983,691,776	386,279,488
AAPL	2012-07-13	-0.089	0.014	15,187,253	26,181,736,448	0.086	0.175	86.331001	565,682.625	35,663,462,400	420,031,008
AAPL	2012-07-20	-0.098	-0.009	12,445,119	26,181,732,352	0.07	0.168	133.522003	565,054.1875	35,343,228,928	336,383,616
AAPL	2012-07-27	-0.145	-0.046	12,445,119	26,247,366,656	0.07	0.215	148.932999	548,517.5	35,022,999,552	548,198,016
AAPL	2012-08-03	-0.099	0.045	12,746,106	26,247,366,656	0.071	0.17	91.575996	577,153.375	35,090,358,272	380,610,208
AAPL	2012-08-10	-0.14	-0.041	12,746,106	26,247,368,704	0.07	0.211	209.494995	582,770.3125	35,157,712,896	250,767,392
AAPL	2012-08-17	-0.086	0.054	11,466,323	26,247,366,656	0.064	0.15	205.151001	607,547.8125	35,225,071,616	314,727,616
AAPL	2012-08-24	-0.155	-0.069	11,466,323	26,247,368,704	0.064	0.219	229.039001	621,695.1875	35,292,430,336	569,779,392
AAPL	2012-08-31	-0.121	0.034	13,282,922	26,247,364,608	0.076	0.197	150.820999	623,611.1875	35,359,784,960	307,650,592
AAPL	2012-09-07	-0.113	0.008	13,282,922	26,247,366,656	0.076	0.189	198.100998	637,863.5	35,427,143,680	356,282,240
AAPL	2012-09-14	-0.091	0.021	13,282,922	26,247,370,752	0.076	0.168	154.052002	648,021.3125	35,494,498,304	580,609,600
AAPL	2012-09-21	-0.088	0.004	13,591,386	26,247,364,608	0.079	0.167	139.936996	656,262.875	35,561,857,024	401,313,216
AAPL	2012-09-28	-0.114	-0.026	13,591,386	26,247,364,608	0.079	0.193	200.158997	625,343.5	35,629,215,744	572,851,968
AAPL	2012-10-05	-0.147	-0.033	14,515,549	26,247,366,656	0.081	0.228	82.352997	611,747.375	35,696,570,368	512,120,000
AAPL	2012-10-12	-0.124	0.023	14,515,549	26,247,368,704	0.081	0.205	163.182007	590,303.3125	35,763,929,088	598,608,576
AAPL	2012-10-19	-0.094	0.03	15,123,230	26,247,366,656	0.082	0.177	144.524002	571,667.6875	35,831,283,712	518,404,416
AAPL	2012-10-26	-0.183	-0.088	15,123,230	26,247,364,608	0.082	0.265	161.384003	566,208.1875	35,898,642,432	697,432,576
AAPL	2012-11-02	-0.133	0.05	16,114,783	26,339,375,104	0.107	0.24	118.278	542,591.125	35,966,001,152	490,224,960
AAPL	2012-11-09	-0.162	-0.029	16,114,783	26,339,373,056	0.107	0.269	135.330002	514,618.6875	37,511,499,776	736,752,384
AAPL	2012-11-16	-0.075	0.087	16,875,712	26,339,377,152	0.11	0.185	173.785995	496,391.90625	39,056,998,400	716,545,216
AAPL	2012-11-23	-0.157	-0.082	16,875,712	26,339,377,152	0.11	0.267	65.057999	537,613	40,602,501,120	527,975,008
AAPL	2012-11-30	-0.057	0.1	21,643,152	26,339,377,152	0.125	0.182	127.655998	550,572.0625	42,147,999,744	518,158,592
AAPL	2012-12-07	-0.19	-0.133	21,643,152	26,339,375,104	0.124	0.314	139.529999	501,633.40625	43,693,498,368	786,047,808
AAPL	2012-12-14	-0.105	0.085	21,643,152	26,339,373,056	0.124	0.229	68.448997	479,561	45,239,001,088	668,962,624
AAPL	2012-12-21	-0.136	-0.031	20,617,024	26,339,375,104	0.121	0.257	128.690994	488,516.40625	46,784,499,712	582,123,776
AAPL	2012-12-28	-0.11	0.026	20,617,024	26,339,373,056	0.121	0.231	88.696999	479,376.59375	48,329,998,336	321,896,736
AAPL	2013-01-04	-0.169	-0.06	19,133,664	26,339,373,056	0.117	0.286	116.088997	495,759.6875	49,875,501,056	541,827,264
AAPL	2013-01-11	-0.126	0.043	19,133,664	26,339,377,152	0.117	0.243	97.469002	489,438.3125	51,420,999,680	460,424,000
AAPL	2013-01-18	-0.136	-0.01	17,863,200	26,339,373,056	0.116	0.252	107.565002	470,342.1875	52,966,498,304	645,677,184
AAPL	2013-01-25	-0.176	-0.04	17,863,200	26,293,622,784	0.116	0.292	171.031998	413,072.8125	54,512,001,024	997,983,488
AAPL	2013-02-01	-0.09	0.086	17,704,192	26,293,622,784	0.112	0.202	160.192993	425,983	53,672,845,312	526,529,792
AAPL	2013-02-08	-0.165	-0.075	17,704,192	26,293,620,736	0.112	0.277	78.980003	446,018.6875	52,833,693,696	596,382,016

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