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
AAPL	2011-07-08	-0.146	-0.059	11,558,597	25,893,126,144	0.077	0.223	212.222	332,649	27,970,383,872	422,244,256
AAPL	2011-07-15	-0.077	0.069	11,604,774	25,893,124,096	0.071	0.148	177.529999	337,465.09375	28,270,692,352	440,184,608
AAPL	2011-07-22	-0.161	-0.084	11,604,774	25,958,543,360	0.071	0.232	187.156998	364,613.6875	28,571,000,832	675,280,384
AAPL	2011-07-29	-0.137	0.024	11,604,774	25,958,547,456	0.071	0.209	291.636993	362,017.90625	28,549,500,928	590,465,984
AAPL	2011-08-05	-0.191	-0.053	10,865,695	25,958,545,408	0.068	0.259	162.595993	346,390.8125	28,528,001,024	812,176,576
AAPL	2011-08-12	-0.2	-0.009	10,865,695	25,958,543,360	0.068	0.269	87.545998	349,505.8125	28,506,499,072	875,203,968
AAPL	2011-08-19	-0.094	0.106	11,769,761	25,958,545,408	0.077	0.171	176.130997	330,062.90625	28,484,999,168	605,735,616
AAPL	2011-08-26	-0.188	-0.094	11,769,761	25,958,543,360	0.077	0.265	119.93	355,606.09375	28,463,499,264	666,248,192
AAPL	2011-09-02	-0.114	0.074	12,537,735	25,958,543,360	0.08	0.194	164.925003	346,780.1875	28,441,999,360	425,688,192
AAPL	2011-09-09	-0.152	-0.039	12,537,735	25,958,543,360	0.081	0.233	76.918999	349,973.09375	28,420,499,456	460,311,488
AAPL	2011-09-16	-0.055	0.097	15,164,040	25,958,547,456	0.099	0.154	145.550995	371,285.09375	28,398,999,552	511,889,600
AAPL	2011-09-23	-0.171	-0.116	15,164,040	25,958,543,360	0.099	0.27	133.274994	374,815.40625	28,377,499,648	744,069,760
AAPL	2011-09-30	-0.154	0.018	14,333,250	25,958,547,456	0.094	0.248	151.320007	353,503.5	28,355,999,744	614,748,032
AAPL	2011-10-07	-0.184	-0.03	14,333,250	25,958,545,408	0.095	0.278	116.802002	342,834.5	28,334,499,840	807,457,216
AAPL	2011-10-14	-0.143	0.04	14,333,250	25,958,545,408	0.095	0.238	193.875	391,247.1875	28,312,999,936	534,008,192
AAPL	2011-10-21	-0.149	-0.006	11,693,098	25,958,543,360	0.086	0.236	164.776993	364,224.3125	28,291,500,032	768,444,224
AAPL	2011-10-28	-0.188	-0.039	11,693,098	26,023,450,624	0.086	0.274	167.173004	376,377.1875	28,270,000,128	441,275,584
AAPL	2011-11-04	-0.123	0.065	12,011,234	26,023,448,576	0.086	0.209	137.783997	371,979.1875	29,659,461,632	397,651,392
AAPL	2011-11-11	-0.15	-0.027	12,011,234	26,023,448,576	0.085	0.235	221.768997	357,458.09375	31,048,923,136	525,588,000
AAPL	2011-11-18	-0.083	0.066	10,683,440	26,023,448,576	0.076	0.16	285.614014	348,480	32,438,384,640	412,952,800
AAPL	2011-11-25	-0.148	-0.065	10,683,440	26,023,450,624	0.077	0.225	128.815994	337,914.5	33,827,846,144	385,008,256
AAPL	2011-12-02	-0.149	-0.001	9,440,115	26,023,450,624	0.067	0.216	252.893997	362,194.40625	35,217,309,696	378,888,608
AAPL	2011-12-09	-0.164	-0.015	9,440,115	26,023,452,672	0.067	0.231	116.626999	365,837.6875	36,606,771,200	323,780,608
AAPL	2011-12-16	-0.122	0.043	11,619,638	26,023,448,576	0.081	0.203	148.671005	354,127.09375	37,996,232,704	344,912,384
AAPL	2011-12-23	-0.147	-0.025	11,619,638	26,023,450,624	0.081	0.228	264.839996	374,867.8125	39,385,694,208	261,490,208
AAPL	2011-12-30	-0.131	0.016	10,585,807	26,023,450,624	0.078	0.208	108.319	376,403.1875	40,775,155,712	222,344,496
AAPL	2012-01-06	-0.116	0.014	10,585,807	26,023,452,672	0.077	0.194	142.341995	392,589.8125	42,164,617,216	287,951,488
AAPL	2012-01-13	-0.114	0.003	10,585,807	26,023,450,624	0.077	0.191	175.695999	390,169.59375	43,554,078,720	261,182,800
AAPL	2012-01-20	-0.075	0.039	9,962,590	26,023,448,576	0.073	0.148	118.716003	390,638.03125	44,943,540,224	298,849,984
AAPL	2012-01-27	-0.139	-0.064	9,962,590	26,106,361,856	0.073	0.212	190.162994	417,023	46,333,001,728	487,141,600
AAPL	2012-02-03	-0.072	0.067	11,530,052	26,106,359,808	0.082	0.155	180.677994	428,588.09375	45,783,232,512	302,893,408
AAPL	2012-02-10	-0.137	-0.065	11,530,052	26,106,363,904	0.083	0.22	120.591003	460,046.3125	45,233,463,296	497,808,800
AAPL	2012-02-17	-0.138	-0.001	10,589,404	26,106,361,856	0.075	0.213	285.567993	468,165.40625	44,683,694,080	792,818,176
AAPL	2012-02-24	-0.082	0.056	10,589,404	26,106,363,904	0.074	0.157	290.411011	487,066.40625	44,133,924,864	517,999,264
AAPL	2012-03-02	-0.074	0.008	10,446,497	26,106,357,760	0.072	0.146	228.005005	508,316.90625	43,584,155,648	642,992,384
AAPL	2012-03-09	-0.149	-0.075	10,446,497	26,106,359,808	0.072	0.221	142.434006	508,290.8125	43,034,386,432	670,652,032
AAPL	2012-03-16	-0.157	-0.008	9,797,118	26,106,359,808	0.065	0.222	323.763	545,962.3125	42,484,617,216	900,437,376
AAPL	2012-03-23	-0.164	-0.007	9,797,118	26,106,359,808	0.065	0.229	159.985992	555,752.1875	41,934,848,000	683,260,032
AAPL	2012-03-30	-0.077	0.087	9,866,671	26,106,361,856	0.061	0.138	265.270996	559,015.5	41,385,078,784	639,521,600
AAPL	2012-04-06	-0.181	-0.104	9,866,671	26,106,357,760	0.061	0.243	306.859009	590,813	40,835,309,568	661,797,760
AAPL	2012-04-13	-0.173	0.008	9,866,671	26,106,361,856	0.062	0.235	164.218994	564,289	40,285,540,352	731,571,776
AAPL	2012-04-20	-0.22	-0.046	9,677,286	26,106,357,760	0.061	0.281	207.164001	534,214.375	39,735,771,136	979,310,016
AAPL	2012-04-27	-0.187	0.032	9,677,286	26,181,736,448	0.061	0.248	327.42099	563,849.875	39,186,001,920	778,249,216
AAPL	2012-05-04	-0.195	-0.007	8,093,467	26,181,736,448	0.051	0.246	170.953995	528,556.875	38,865,768,448	493,015,008
AAPL	2012-05-11	-0.208	-0.013	8,093,467	26,181,734,400	0.051	0.259	130.182999	529,918.3125	38,545,539,072	434,164,000
AAPL	2012-05-18	-0.121	0.087	11,376,018	26,181,734,400	0.07	0.191	257.563995	495,934.40625	38,225,309,696	567,873,984
AAPL	2012-05-25	-0.185	-0.064	11,376,018	26,181,734,400	0.07	0.255	162.526993	525,781.625	37,905,076,224	547,122,176
AAPL	2012-06-01	-0.092	0.093	11,726,573	26,181,738,496	0.075	0.167	149.464996	524,551.125	37,584,846,848	480,650,240
AAPL	2012-06-08	-0.155	-0.062	11,726,573	26,181,738,496	0.075	0.23	113.867996	542,642.6875	37,264,613,376	414,789,792
AAPL	2012-06-15	-0.088	0.067	14,652,690	26,181,736,448	0.085	0.173	233.352005	536,856.5	36,944,384,000	400,210,592
AAPL	2012-06-22	-0.127	-0.039	14,652,690	26,181,736,448	0.085	0.211	88.458	544,292.125	36,624,154,624	354,316,416
AAPL	2012-06-29	-0.112	0.014	14,652,690	26,181,736,448	0.084	0.196	154.167007	546,072.5	36,303,921,152	297,650,400
AAPL	2012-07-06	-0.115	-0.003	15,187,253	26,181,738,496	0.086	0.202	177.492996	566,546.625	35,983,691,776	386,279,488
AAPL	2012-07-13	-0.099	0.017	15,187,253	26,181,736,448	0.087	0.185	184.522995	565,682.625	35,663,462,400	420,031,008
AAPL	2012-07-20	-0.135	-0.036	12,445,119	26,181,732,352	0.07	0.205	109.428001	565,054.1875	35,343,228,928	336,383,616
AAPL	2012-07-27	-0.158	-0.023	12,445,119	26,247,366,656	0.071	0.228	129.938995	548,517.5	35,022,999,552	548,198,016
AAPL	2012-08-03	-0.111	0.046	12,746,106	26,247,366,656	0.071	0.183	92.885002	577,153.375	35,090,358,272	380,610,208
AAPL	2012-08-10	-0.151	-0.04	12,746,106	26,247,368,704	0.071	0.222	197.298004	582,770.3125	35,157,712,896	250,767,392
AAPL	2012-08-17	-0.088	0.063	11,466,323	26,247,366,656	0.065	0.152	121.330002	607,547.8125	35,225,071,616	314,727,616
AAPL	2012-08-24	-0.173	-0.085	11,466,323	26,247,368,704	0.065	0.237	215.686005	621,695.1875	35,292,430,336	569,779,392
AAPL	2012-08-31	-0.135	0.038	13,282,922	26,247,364,608	0.076	0.211	171.852997	623,611.1875	35,359,784,960	307,650,592
AAPL	2012-09-07	-0.128	0.007	13,282,922	26,247,366,656	0.077	0.205	37.499001	637,863.5	35,427,143,680	356,282,240
AAPL	2012-09-14	-0.086	0.042	13,282,922	26,247,370,752	0.077	0.163	177.557999	648,021.3125	35,494,498,304	580,609,600
AAPL	2012-09-21	-0.082	0.004	13,591,386	26,247,364,608	0.079	0.162	123.651001	656,262.875	35,561,857,024	401,313,216
AAPL	2012-09-28	-0.139	-0.057	13,591,386	26,247,364,608	0.08	0.219	113.762001	625,343.5	35,629,215,744	572,851,968
AAPL	2012-10-05	-0.154	-0.015	14,515,549	26,247,366,656	0.082	0.236	175.914001	611,747.375	35,696,570,368	512,120,000
AAPL	2012-10-12	-0.159	-0.005	14,515,549	26,247,368,704	0.082	0.241	84.591003	590,303.3125	35,763,929,088	598,608,576
AAPL	2012-10-19	-0.105	0.054	15,123,230	26,247,366,656	0.082	0.188	162.212997	571,667.6875	35,831,283,712	518,404,416
AAPL	2012-10-26	-0.196	-0.091	15,123,230	26,247,364,608	0.082	0.278	101.958	566,208.1875	35,898,642,432	697,432,576
AAPL	2012-11-02	-0.104	0.092	16,114,783	26,339,375,104	0.108	0.211	197.617004	542,591.125	35,966,001,152	490,224,960
AAPL	2012-11-09	-0.155	-0.052	16,114,783	26,339,373,056	0.108	0.263	142.595993	514,618.6875	37,511,499,776	736,752,384
AAPL	2012-11-16	-0.085	0.071	16,875,712	26,339,377,152	0.111	0.195	80.772003	496,391.90625	39,056,998,400	716,545,216
AAPL	2012-11-23	-0.176	-0.091	16,875,712	26,339,377,152	0.111	0.287	87.033997	537,613	40,602,501,120	527,975,008
AAPL	2012-11-30	-0.063	0.112	21,643,152	26,339,377,152	0.125	0.188	77.657997	550,572.0625	42,147,999,744	518,158,592
AAPL	2012-12-07	-0.196	-0.132	21,643,152	26,339,375,104	0.124	0.32	82.004997	501,633.40625	43,693,498,368	786,047,808
AAPL	2012-12-14	-0.091	0.104	21,643,152	26,339,373,056	0.125	0.216	110.026001	479,561	45,239,001,088	668,962,624
AAPL	2012-12-21	-0.134	-0.043	20,617,024	26,339,375,104	0.121	0.255	104.264999	488,516.40625	46,784,499,712	582,123,776
AAPL	2012-12-28	-0.124	0.01	20,617,024	26,339,373,056	0.122	0.246	75.044998	479,376.59375	48,329,998,336	321,896,736
AAPL	2013-01-04	-0.158	-0.033	19,133,664	26,339,373,056	0.117	0.275	52.733002	495,759.6875	49,875,501,056	541,827,264
AAPL	2013-01-11	-0.154	0.003	19,133,664	26,339,377,152	0.118	0.272	154.115005	489,438.3125	51,420,999,680	460,424,000
AAPL	2013-01-18	-0.128	0.026	17,863,200	26,339,373,056	0.116	0.245	158.942001	470,342.1875	52,966,498,304	645,677,184
AAPL	2013-01-25	-0.196	-0.067	17,863,200	26,293,622,784	0.116	0.312	98.362999	413,072.8125	54,512,001,024	997,983,488
AAPL	2013-02-01	-0.109	0.086	17,704,192	26,293,622,784	0.112	0.221	90.885002	425,983	53,672,845,312	526,529,792
AAPL	2013-02-08	-0.183	-0.073	17,704,192	26,293,620,736	0.112	0.295	104.684998	446,018.6875	52,833,693,696	596,382,016
AAPL	2013-02-15	-0.139	0.044	18,856,848	26,293,622,784	0.113	0.252	83.817001	432,109.40625	51,994,537,984	469,754,208
AAPL	2013-02-22	-0.138	0	18,856,848	26,293,620,736	0.114	0.252	69.939003	423,327.3125	51,155,386,368	422,480,736
AAPL	2013-03-01	-0.139	0	18,856,848	26,293,624,832	0.114	0.253	63.234001	404,238.1875	50,316,230,656	467,278,400
AAPL	2013-03-08	-0.158	-0.019	18,778,592	26,293,622,784	0.115	0.272	110.216003	405,395.09375	49,477,074,944	508,279,200
AAPL	2013-03-15	-0.108	0.049	19,432,640	26,293,624,832	0.117	0.225	43.321999	416,622.5	48,637,923,328	458,706,816
AAPL	2013-03-22	-0.147	-0.039	19,432,640	26,293,622,784	0.116	0.263	72.056999	433,765.90625	47,798,767,616	443,998,784
AAPL	2013-03-29	-0.119	0.028	19,432,640	26,293,624,832	0.116	0.235	80.224998	415,675.90625	46,959,616,000	392,376,736
AAPL	2013-04-05	-0.132	-0.013	20,497,888	26,293,622,784	0.117	0.249	72.691002	397,401.8125	46,120,460,288	404,921,984
AAPL	2013-04-12	-0.131	0.002	20,006,080	26,293,620,736	0.114	0.245	109.290001	403,607.09375	45,281,308,672	310,069,600
AAPL	2013-04-19	-0.161	-0.03	20,006,080	26,293,624,832	0.114	0.275	172.337997	366,717.1875	44,442,152,960	568,784,000
AAPL	2013-04-26	-0.157	0.004	20,006,080	26,282,176,512	0.114	0.27	80.572998	391,604.40625	43,603,001,344	642,548,992
AAPL	2013-05-03	-0.087	0.07	20,074,800	26,282,176,512	0.113	0.2	159.645004	422,380.8125	42,966,077,440	524,380,416
AAPL	2013-05-10	-0.122	-0.035	20,074,800	26,282,172,416	0.112	0.234	147.531006	425,166.6875	42,329,153,536	437,266,592
AAPL	2013-05-17	-0.084	0.038	41,589,488	26,282,170,368	0.159	0.242	12.199	406,664	41,692,229,632	507,357,792
AAPL	2013-05-24	-0.124	-0.04	41,589,488	26,282,174,464	0.159	0.282	66.117996	417,833.96875	41,055,305,728	395,965,184
AAPL	2013-05-31	-0.106	0.017	25,968,880	26,282,168,320	0.126	0.232	73.509003	422,144.1875	40,418,385,920	363,636,000

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