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	2003-11-07	-0.156	0.032	13,608,752	20,299,999,232	0.201	0.357	206.947998	8,160.600098	1,658,333,312	296,353,216
AAPL	2003-11-14	-0.197	-0.042	13,608,752	20,299,999,232	0.201	0.399	90.724998	7,774.899902	1,667,777,792	239,834,592
AAPL	2003-11-21	-0.192	0.005	13,608,752	20,299,999,232	0.201	0.394	144.501007	7,348.600098	1,677,222,272	264,292,000
AAPL	2003-11-28	-0.162	0.03	13,608,752	20,299,999,232	0.201	0.363	130.397003	7,571.899902	1,686,666,624	242,926,496
AAPL	2003-12-05	-0.206	-0.044	11,991,832	20,299,999,232	0.181	0.387	148.666	7,551.600098	1,696,111,104	224,449,200
AAPL	2003-12-12	-0.188	0.018	11,991,832	20,299,999,232	0.181	0.369	193.464005	7,571.899902	1,705,555,584	186,106,208
AAPL	2003-12-19	-0.143	0.045	11,991,832	20,593,180,672	0.178	0.321	265.123993	7,248.799805	1,715,000,064	364,320,384
AAPL	2003-12-26	-0.142	0.001	11,991,832	20,593,262,592	0.178	0.32	20.153999	7,640.100098	1,751,374,976	241,683,248
AAPL	2004-01-02	-0.119	0.023	11,660,488	20,593,158,144	0.176	0.295	126.396004	7,825.399902	1,787,750,016	189,351,248
AAPL	2004-01-09	-0.148	-0.029	11,660,488	20,593,184,768	0.177	0.325	167.248993	8,463.799805	1,824,125,056	475,800,384
AAPL	2004-01-16	-0.165	-0.017	11,660,488	20,593,102,848	0.176	0.341	189.589996	8,360.799805	1,860,499,968	635,527,168
AAPL	2004-01-23	-0.12	0.045	11,660,488	20,593,053,696	0.176	0.296	175.815994	8,299	1,896,875,008	243,695,248
AAPL	2004-01-30	-0.145	-0.025	14,093,560	20,593,053,696	0.179	0.324	188.425995	8,299	1,933,250,048	250,347,808
AAPL	2004-02-06	-0.148	-0.003	14,093,560	20,593,102,848	0.179	0.327	110.525002	8,360.799805	1,969,624,960	263,996,400
AAPL	2004-02-13	-0.152	-0.004	14,093,560	20,704,864,256	0.178	0.33	107.071999	8,509.700195	2,006,000,000	258,423,200
AAPL	2004-02-20	-0.127	0.024	14,093,560	20,704,999,424	0.178	0.305	117.311996	8,282	1,997,916,672	228,319,008
AAPL	2004-02-27	-0.137	-0.01	14,093,560	20,704,917,504	0.178	0.315	116.239998	8,841	1,989,833,344	279,331,392
AAPL	2004-03-05	-0.155	-0.018	16,473,216	20,704,821,248	0.184	0.339	80.167999	9,876.200195	1,981,750,016	600,864,192
AAPL	2004-03-12	-0.141	0.014	16,473,216	20,704,874,496	0.184	0.325	116.341003	10,186.799805	1,973,666,688	614,654,784
AAPL	2004-03-19	-0.139	0.002	16,473,216	20,704,978,944	0.184	0.323	104.223999	9,565.700195	1,965,583,360	445,648,192
AAPL	2004-03-26	-0.144	-0.005	16,473,216	20,704,968,704	0.185	0.329	139.582001	10,000.5	1,957,500,032	443,820,192
AAPL	2004-04-02	-0.133	0.01	17,653,504	20,704,886,784	0.196	0.329	54.137001	10,166.099609	1,949,416,704	338,797,792
AAPL	2004-04-09	-0.153	-0.019	17,653,504	20,704,886,784	0.196	0.349	101.509003	10,166.099609	1,941,333,376	284,925,248
AAPL	2004-04-16	-0.132	0.02	17,653,504	20,704,796,672	0.196	0.328	99.958	10,787.200195	1,933,250,048	694,209,600
AAPL	2004-04-23	-0.13	0.003	17,653,504	20,704,849,920	0.195	0.325	104.763	10,248.900391	1,925,166,720	410,632,384
AAPL	2004-04-30	-0.146	-0.016	17,188,944	20,704,999,424	0.186	0.332	213.117996	9,524.299805	1,917,083,392	334,690,592
AAPL	2004-05-07	-0.153	-0.008	17,188,944	21,282,353,152	0.183	0.336	61.834999	10,130.400391	1,908,999,936	299,663,616
AAPL	2004-05-14	-0.153	0	17,188,944	21,282,402,304	0.183	0.336	60.022999	10,279.400391	1,917,076,864	257,644,800
AAPL	2004-05-21	-0.123	0.03	17,188,944	21,282,439,168	0.184	0.307	130.947998	10,300.700195	1,925,153,792	251,658,400
AAPL	2004-05-28	-0.137	-0.014	17,188,944	21,282,435,072	0.184	0.322	95.139	10,662.5	1,933,230,720	251,888,000
AAPL	2004-06-04	-0.151	-0.013	11,711,320	21,282,295,808	0.169	0.32	99.848	10,939.099609	1,941,307,648	287,722,240
AAPL	2004-06-11	-0.133	0.017	11,711,320	21,282,330,624	0.169	0.302	189.794006	11,684	1,949,384,576	329,569,984
AAPL	2004-06-18	-0.159	-0.026	11,711,320	21,282,312,192	0.169	0.328	132.063004	12,514	1,957,461,504	511,166,784
AAPL	2004-06-25	-0.136	0.023	11,711,320	21,282,392,064	0.168	0.304	163.242996	12,812	1,965,538,432	343,507,392
AAPL	2004-07-02	-0.153	-0.018	12,482,512	21,282,340,864	0.173	0.326	124.806999	11,811.700195	1,973,615,360	547,464,000
AAPL	2004-07-09	-0.145	0.009	12,482,512	21,282,275,328	0.173	0.318	192.270004	11,407.299805	1,981,692,288	297,304,000
AAPL	2004-07-16	-0.156	-0.011	12,482,512	21,282,435,072	0.173	0.328	155.164993	12,237.400391	1,989,769,216	783,940,800
AAPL	2004-07-23	-0.098	0.057	12,482,512	21,282,299,904	0.172	0.271	155.468994	11,662.700195	1,997,846,144	353,172,800
AAPL	2004-07-30	-0.09	0.008	13,031,504	21,282,353,152	0.176	0.266	164.746994	12,301.200195	2,005,923,072	313,833,984
AAPL	2004-08-06	-0.118	-0.028	13,031,504	21,723,871,232	0.174	0.292	85.316002	11,557.099609	2,014,000,000	318,000,608
AAPL	2004-08-13	-0.076	0.042	13,031,504	21,723,774,976	0.175	0.25	126.725998	11,969.799805	2,033,764,736	303,704,800
AAPL	2004-08-20	-0.107	-0.032	13,031,504	21,723,815,936	0.175	0.282	84.203003	11,948.099609	2,053,529,472	365,809,792
AAPL	2004-08-27	-0.077	0.03	13,031,504	21,723,779,072	0.175	0.252	122.649002	13,338.400391	2,073,294,080	495,817,216
AAPL	2004-09-03	-0.024	0.053	12,801,760	21,723,846,656	0.18	0.204	145.225998	13,664.299805	2,093,058,816	362,044,416
AAPL	2004-09-10	-0.037	-0.014	12,801,760	21,723,750,400	0.18	0.217	228.363998	13,903.200195	2,112,823,552	358,709,280
AAPL	2004-09-17	-0.043	-0.005	12,801,760	21,723,832,320	0.18	0.223	222.384003	14,402.900391	2,132,588,288	354,738,816
AAPL	2004-09-24	-0.056	-0.013	12,801,760	21,723,873,280	0.18	0.236	158.975998	14,468.099609	2,152,353,024	360,046,400
AAPL	2004-10-01	-0.003	0.053	14,962,808	21,723,734,016	0.187	0.191	167.039993	15,011.099609	2,172,117,760	382,925,792
AAPL	2004-10-08	0.019	0.022	14,962,808	21,723,781,120	0.187	0.168	90.032997	15,163.200195	2,191,882,240	442,385,408
AAPL	2004-10-15	-0.044	-0.064	14,962,808	21,750,618,112	0.187	0.232	139.412994	17,661.5	2,211,646,976	1,149,324,800
AAPL	2004-10-22	-0.032	0.012	14,962,808	21,723,846,656	0.187	0.22	160.526993	18,400.099609	2,231,411,712	763,085,184
AAPL	2004-10-29	0.031	0.064	14,962,808	21,723,824,128	0.187	0.156	137.511002	20,333.5	2,251,176,448	770,996,800
AAPL	2004-11-05	-0.046	-0.077	12,344,176	21,723,846,656	0.174	0.219	113.897003	21,224.199219	2,270,941,184	933,977,024
AAPL	2004-11-12	-0.047	-0.001	12,344,176	21,723,813,888	0.174	0.22	160.703995	21,528.300781	2,290,705,920	462,872,608
AAPL	2004-11-19	-0.042	0.004	12,344,176	21,723,756,544	0.174	0.216	125.348999	21,397.900391	2,310,470,656	458,665,792
AAPL	2004-11-26	-0.07	-0.028	12,344,176	21,723,762,688	0.174	0.244	222.798004	25,047.5	2,330,235,392	1,355,148,032
AAPL	2004-12-03	0.072	0.142	19,404,800	22,515,281,920	0.202	0.13	126.503998	25,194.599609	2,350,000,128	1,153,656,064
AAPL	2004-12-10	-0.028	-0.1	19,404,800	22,515,218,432	0.202	0.23	151.716003	26,185.199219	2,476,666,624	902,799,616
AAPL	2004-12-17	-0.008	0.02	19,404,800	22,515,245,056	0.202	0.211	146.554001	26,140.199219	2,603,333,376	623,747,200
AAPL	2004-12-24	-0.034	-0.026	19,404,800	22,515,222,528	0.202	0.236	94.641998	25,734.900391	2,729,999,872	761,075,008
AAPL	2004-12-31	-0.041	-0.007	14,375,888	22,515,218,432	0.17	0.211	130.173996	25,892.5	2,856,666,624	448,947,392
AAPL	2005-01-07	-0.048	-0.007	14,375,888	22,515,212,288	0.169	0.218	183.261993	27,828.800781	2,983,333,376	1,080,448,256
AAPL	2005-01-14	-0.058	-0.01	14,375,888	22,515,232,768	0.169	0.227	270.769012	28,234.099609	3,110,000,128	2,238,419,712
AAPL	2005-01-21	-0.001	0.058	14,375,888	22,515,249,152	0.169	0.17	131.697998	28,346.699219	3,236,666,624	896,152,512
AAPL	2005-01-28	-0.034	-0.033	14,375,888	22,515,214,336	0.169	0.203	153.917007	29,742.599609	3,363,333,376	769,639,424
AAPL	2005-02-04	0.002	0.036	15,590,904	22,880,823,296	0.174	0.172	76.822998	32,216.199219	3,489,999,872	934,952,384
AAPL	2005-02-11	-0.003	-0.005	15,590,904	22,880,825,344	0.174	0.177	151.089996	33,177.199219	3,471,000,064	980,001,024
AAPL	2005-02-18	-0.024	-0.021	15,590,904	22,880,839,680	0.174	0.198	173.615005	35,465.300781	3,452,000,000	1,580,930,432
AAPL	2005-02-25	0.049	0.073	15,590,904	22,880,806,912	0.173	0.124	99.250999	36,357.601563	3,432,999,936	1,249,753,472
AAPL	2005-03-04	0.045	-0.004	30,651,968	22,880,837,632	0.221	0.175	96.848999	34,984.800781	3,414,000,128	684,085,376
AAPL	2005-03-11	0.002	-0.043	30,651,968	22,880,808,960	0.22	0.218	98.672997	32,902.601563	3,395,000,064	840,897,600
AAPL	2005-03-18	0.007	0.005	30,651,968	22,880,833,536	0.221	0.214	82.496002	35,099.199219	3,376,000,000	710,775,424
AAPL	2005-03-25	0.034	0.028	30,651,968	22,880,829,440	0.22	0.186	63.939999	34,733.101563	3,356,999,936	513,767,744
AAPL	2005-04-01	0.052	0.017	28,842,304	22,880,821,248	0.218	0.166	55.846001	33,406	3,337,999,872	481,829,184
AAPL	2005-04-08	0.033	-0.019	28,842,304	22,880,792,576	0.218	0.186	37.173	35,739.800781	3,319,000,064	541,603,584
AAPL	2005-04-15	-0.012	-0.045	28,842,304	22,880,823,296	0.219	0.231	50.222	28,875.599609	3,300,000,000	1,531,190,016
AAPL	2005-04-22	-0.036	-0.024	28,842,304	22,880,835,584	0.218	0.254	34.342999	29,012.900391	3,280,999,936	990,534,784
AAPL	2005-04-29	0.001	0.038	28,842,304	22,880,821,248	0.218	0.217	68.227997	29,470.5	3,262,000,128	683,518,592
AAPL	2005-05-06	0.014	0.012	29,583,152	23,070,150,656	0.22	0.206	104.361	30,683.300781	3,243,000,064	424,889,984
AAPL	2005-05-13	-0.023	-0.037	29,583,152	23,070,128,128	0.22	0.243	93.834999	28,653.099609	3,264,307,712	902,179,008
AAPL	2005-05-20	-0.021	0.002	29,583,152	23,070,171,136	0.221	0.242	87.916	30,937.099609	3,285,615,360	589,035,008
AAPL	2005-05-27	-0.009	0.012	29,583,152	23,070,167,040	0.22	0.229	83.116997	33,405.601563	3,306,923,008	574,713,984
AAPL	2005-06-03	0.028	0.037	25,410,000	23,070,130,176	0.211	0.183	64.904999	31,513.800781	3,328,230,656	547,215,232
AAPL	2005-06-10	-0.027	-0.055	25,410,000	23,070,130,176	0.211	0.238	64.164001	29,506.699219	3,349,538,560	606,085,184
AAPL	2005-06-17	0.002	0.029	25,410,000	23,070,175,232	0.211	0.209	68.120003	31,560	3,370,846,208	498,152,384
AAPL	2005-06-24	0.015	0.012	25,410,000	23,070,126,080	0.211	0.196	82.43	31,121.599609	3,392,153,856	440,826,400
AAPL	2005-07-01	0.009	-0.006	26,058,896	23,070,167,040	0.207	0.198	99.975998	30,083.5	3,413,461,504	413,444,192
AAPL	2005-07-08	-0.012	-0.02	26,058,896	23,070,130,176	0.206	0.218	76.058998	31,513.800781	3,434,768,896	380,838,240
AAPL	2005-07-15	-0.032	-0.02	26,058,896	23,070,150,656	0.206	0.238	110.384003	34,236.101563	3,456,076,800	848,880,768
AAPL	2005-07-22	0.001	0.033	26,058,896	23,070,146,560	0.206	0.204	68.394997	36,243.199219	3,477,384,704	483,225,216
AAPL	2005-07-29	-0.021	-0.022	26,058,896	23,070,124,032	0.206	0.227	26.937	35,135.800781	3,498,692,352	332,072,000
AAPL	2005-08-05	0.005	0.026	27,335,328	23,235,246,080	0.205	0.2	65.596001	35,666.101563	3,520,000,000	276,136,640
AAPL	2005-08-12	-0.021	-0.026	27,335,328	23,235,215,360	0.205	0.226	111.141998	38,268.398438	3,529,294,080	421,237,600
AAPL	2005-08-19	-0.027	-0.006	27,335,328	23,235,248,128	0.205	0.232	89.809998	38,036.101563	3,538,588,160	588,640,576
AAPL	2005-08-26	0.008	0.035	27,335,328	23,235,213,312	0.206	0.198	63.554001	37,943.101563	3,547,882,240	358,544,000
AAPL	2005-09-02	0.036	0.028	28,722,960	23,235,190,784	0.211	0.175	93.899002	38,361.300781	3,557,176,576	351,351,808
AAPL	2005-09-09	-0.044	-0.08	28,722,960	23,235,241,984	0.211	0.255	54.890999	42,590.199219	3,566,470,656	774,993,728
AAPL	2005-09-16	0.014	0.058	28,722,960	23,235,211,264	0.211	0.196	57.403	42,497.199219	3,575,764,736	485,253,184
AAPL	2005-09-23	0.024	0.01	28,722,960	23,235,211,264	0.211	0.187	77.045998	44,146.898438	3,585,058,816	612,098,624
AAPL	2005-09-30	-0.006	-0.03	29,176,416	23,235,194,880	0.206	0.212	68.157997	44,495.398438	3,594,352,896	636,457,984

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