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	2016-12-16	-0.021	0.056	58,948,464	21,329,252,352	0.147	0.167	36.155998	618,377.6875	62,601,498,624	156,012,608
AAPL	2016-12-23	-0.08	-0.059	58,948,464	21,329,254,400	0.146	0.226	40.592999	621,321.125	64,851,427,328	90,658,400
AAPL	2016-12-30	-0.033	0.047	46,073,008	21,329,252,352	0.13	0.163	35.951	617,588.5	67,101,356,032	84,828,496
AAPL	2017-01-06	-0.058	-0.025	46,073,008	21,329,254,400	0.13	0.188	41.390999	628,722.375	69,351,284,736	103,845,248
AAPL	2017-01-13	-0.056	0.002	46,073,008	21,329,250,304	0.13	0.186	45.43	634,758.5	71,601,217,536	111,048,600
AAPL	2017-01-20	-0.068	-0.012	47,604,256	21,329,254,400	0.134	0.202	33.442001	639,877.625	73,851,142,144	116,348,000
AAPL	2017-01-27	-0.058	0.01	47,604,256	21,329,250,304	0.134	0.192	39.088001	650,286.1875	76,101,074,944	99,798,800
AAPL	2017-02-03	-0.05	0.008	44,480,272	20,986,161,152	0.129	0.18	28.011999	677,223.375	78,350,999,552	199,824,992
AAPL	2017-02-10	-0.07	-0.02	44,480,272	20,986,161,152	0.129	0.199	31.605	693,172.875	76,392,923,136	109,159,200
AAPL	2017-02-17	-0.062	0.009	46,931,376	20,986,159,104	0.132	0.194	30.813999	712,060.375	74,434,846,720	109,334,000
AAPL	2017-02-24	-0.082	-0.02	46,931,376	20,986,161,152	0.132	0.214	27.017	716,992.1875	72,476,770,304	87,909,000
AAPL	2017-03-03	-0.048	0.034	47,548,896	20,986,161,152	0.139	0.188	43.130001	733,361.375	70,518,693,888	102,349,400
AAPL	2017-03-10	-0.073	-0.024	47,548,896	20,986,161,152	0.14	0.212	40.394001	730,003.625	68,560,613,376	79,737,800
AAPL	2017-03-17	-0.036	0.036	50,992,800	20,986,161,152	0.146	0.182	63.384998	734,473.625	66,602,536,960	97,231,600
AAPL	2017-03-24	-0.04	-0.004	50,992,800	20,986,161,152	0.146	0.186	17.535	737,873.375	64,644,460,544	103,739,200
AAPL	2017-03-31	-0.058	-0.018	52,885,008	20,986,159,104	0.144	0.202	42.84	753,717.875	62,686,384,128	101,607,000
AAPL	2017-04-07	-0.074	-0.016	52,885,008	20,986,161,152	0.145	0.218	45.134998	752,039	60,728,307,712	84,321,800
AAPL	2017-04-14	-0.055	0.019	52,885,008	20,986,161,152	0.145	0.2	36.320999	740,035	58,770,231,296	87,486,000
AAPL	2017-04-21	-0.08	-0.025	46,072,656	20,986,159,104	0.128	0.208	24.358999	746,435.6875	56,812,154,880	71,398,800
AAPL	2017-04-28	-0.083	-0.003	45,803,552	20,986,161,152	0.134	0.216	21.107	753,676.0625	54,854,078,464	72,908,600
AAPL	2017-05-05	-0.071	0.011	45,803,552	20,855,359,488	0.134	0.205	55.266998	776,653.625	52,895,997,952	140,281,408
AAPL	2017-05-12	-0.069	0.002	45,803,552	20,855,357,440	0.134	0.203	32.507999	813,880.375	52,320,002,048	138,776,400
AAPL	2017-05-19	-0.064	0.004	45,231,744	20,855,361,536	0.134	0.198	36.613998	798,030.375	51,743,997,952	125,884,000
AAPL	2017-05-26	-0.082	-0.017	45,231,744	20,855,359,488	0.134	0.215	18.993	800,908.375	51,168,002,048	82,614,200
AAPL	2017-06-02	-0.07	0.012	49,908,988	20,855,359,488	0.138	0.209	45.771999	810,481	50,591,997,952	88,752,752
AAPL	2017-06-09	-0.06	0.01	49,908,988	20,855,361,536	0.139	0.199	30.709999	776,757.875	50,016,002,048	127,328,000
AAPL	2017-06-16	-0.012	0.049	63,195,536	20,855,357,440	0.153	0.165	28.466999	741,783.375	49,439,997,952	176,424,192
AAPL	2017-06-23	-0.062	-0.05	63,195,536	20,855,359,488	0.152	0.214	29.309999	762,680.5	48,864,002,048	106,602,400
AAPL	2017-06-30	-0.053	0.008	55,544,272	20,855,357,440	0.141	0.195	29.705	750,897.1875	48,287,997,952	101,648,000
AAPL	2017-07-07	-0.101	-0.048	55,544,272	20,855,363,584	0.141	0.242	34.915001	751,731.5	47,712,002,048	79,158,248
AAPL	2017-07-14	-0.029	0.072	55,544,272	20,855,359,488	0.141	0.171	24.613001	777,070.625	47,135,997,952	88,870,600
AAPL	2017-07-21	-0.108	-0.079	41,880,912	20,855,359,488	0.118	0.226	21.406	783,494.1875	46,560,002,048	84,865,400
AAPL	2017-07-28	-0.119	-0.011	41,880,912	20,855,361,536	0.119	0.238	32.990002	779,469.125	45,983,997,952	84,654,600
AAPL	2017-08-04	-0.1	0.019	39,149,936	20,660,912,128	0.116	0.216	51.862	807,779.6875	45,408,002,048	138,246,800
AAPL	2017-08-11	-0.127	-0.027	39,149,936	20,660,912,128	0.117	0.244	32.738998	813,420.125	45,959,614,464	121,015,200
AAPL	2017-08-18	-0.056	0.071	40,313,072	20,660,910,080	0.12	0.176	37.872002	813,523.375	46,511,230,976	107,702,600
AAPL	2017-08-25	-0.117	-0.061	40,313,072	20,660,910,080	0.12	0.236	57.247002	825,713.375	47,062,847,488	90,136,800
AAPL	2017-09-01	-0.09	0.027	39,117,072	20,660,912,128	0.122	0.211	57.480999	847,366	47,614,459,904	100,902,800
AAPL	2017-09-08	-0.128	-0.038	39,117,072	20,660,912,128	0.122	0.249	34.148998	819,349.8125	48,166,080,512	101,728,000
AAPL	2017-09-15	-0.091	0.037	48,108,992	20,660,912,128	0.133	0.224	18.308001	825,816.6875	48,717,692,928	176,861,792
AAPL	2017-09-22	-0.089	0.002	48,108,992	20,660,912,128	0.133	0.222	16.382	784,536.1875	49,269,309,440	148,951,008
AAPL	2017-09-29	-0.068	0.021	48,108,992	20,660,910,080	0.133	0.201	29.767	796,064.875	49,820,921,856	123,885,392
AAPL	2017-10-06	-0.134	-0.065	39,590,512	20,660,910,080	0.12	0.253	31.915001	802,159.875	50,372,538,368	75,027,200
AAPL	2017-10-13	-0.096	0.037	39,590,512	20,660,912,128	0.119	0.216	29.791	810,899.5	50,924,154,880	65,044,000
AAPL	2017-10-20	-0.068	0.028	38,037,200	20,661,438,464	0.123	0.191	66.188004	807,077.1875	51,475,767,296	100,841,200
AAPL	2017-10-27	-0.063	0.005	38,037,200	20,660,914,176	0.123	0.186	32.655998	842,200.8125	52,027,383,808	97,922,600
AAPL	2017-11-03	-0.096	-0.033	34,242,608	20,537,247,744	0.12	0.216	41.691002	885,668.8125	52,579,000,320	172,141,792
AAPL	2017-11-10	-0.045	0.051	34,242,608	20,537,247,744	0.12	0.166	63.577	896,800	55,326,232,576	110,101,400
AAPL	2017-11-17	-0.066	-0.021	33,490,288	20,537,249,792	0.119	0.185	39.625	873,613.5	58,073,460,736	93,167,600
AAPL	2017-11-24	-0.07	-0.004	33,490,288	20,537,247,744	0.119	0.19	49.361	898,340.3125	60,820,692,992	81,009,504
AAPL	2017-12-01	-0.055	0.015	42,832,144	20,537,247,744	0.131	0.186	38.723	878,234.3125	63,567,921,152	136,078,592
AAPL	2017-12-08	-0.053	0.002	42,832,144	20,537,247,744	0.131	0.184	38.597	869,608.6875	66,315,153,408	109,985,000
AAPL	2017-12-15	-0.024	0.029	39,370,976	20,537,247,744	0.127	0.152	48.847	893,206	69,062,385,664	111,317,800
AAPL	2017-12-22	-0.065	-0.04	39,370,976	20,537,247,744	0.127	0.192	53.275002	898,545.6875	71,809,613,824	94,106,200
AAPL	2017-12-29	-0.045	0.02	39,370,976	20,537,247,744	0.127	0.172	59.695999	868,869.375	74,556,850,176	97,164,000
AAPL	2018-01-05	-0.041	0.004	52,153,712	20,537,247,744	0.14	0.182	20.391001	898,504.625	77,304,078,336	101,168,496
AAPL	2018-01-12	-0.047	-0.006	52,153,712	20,537,249,792	0.14	0.187	24.226999	909,245.625	80,051,306,496	88,158,000
AAPL	2018-01-19	-0.063	-0.016	45,746,416	20,537,245,696	0.134	0.198	33.007999	916,269.3125	82,798,526,464	127,571,000
AAPL	2018-01-26	-0.047	0.016	45,746,416	20,537,249,792	0.135	0.182	36.791	880,575.625	85,545,771,008	153,259,808
AAPL	2018-02-02	-0.042	0.005	46,689,104	20,296,052,736	0.136	0.179	36.898998	814,379.125	88,292,999,168	210,393,792
AAPL	2018-02-09	-0.091	-0.049	46,689,104	20,296,050,688	0.136	0.228	34.442001	793,616.1875	86,204,080,128	254,123,024
AAPL	2018-02-16	-0.056	0.035	42,078,656	20,296,050,688	0.129	0.184	28.450001	874,922.1875	84,115,152,896	180,269,600
AAPL	2018-02-23	-0.069	-0.013	42,078,656	20,296,052,736	0.129	0.198	34.262001	890,489.375	82,026,233,856	136,206,256
AAPL	2018-03-02	-0.044	0.025	49,152,560	20,296,052,736	0.135	0.179	41.751999	894,102	79,937,306,624	161,702,800
AAPL	2018-03-09	-0.082	-0.038	49,152,560	20,296,052,736	0.135	0.217	47.595001	913,220.875	77,848,387,584	111,882,000
AAPL	2018-03-16	-0.031	0.051	58,730,896	20,296,052,736	0.148	0.179	20.483999	903,275.8125	75,759,460,352	124,333,800
AAPL	2018-03-23	-0.057	-0.026	58,730,896	20,296,050,688	0.148	0.205	24.393999	836,907.6875	73,670,541,312	138,136,400
AAPL	2018-03-30	-0.068	-0.011	67,276,048	20,296,050,688	0.152	0.22	28.306999	851,317.875	71,581,614,080	158,530,752
AAPL	2018-04-06	-0.021	0.047	67,276,048	20,296,050,688	0.152	0.173	57.18	854,362.3125	69,492,695,040	131,527,000
AAPL	2018-04-13	-0.057	-0.035	54,928,400	20,296,052,736	0.142	0.198	42.120998	886,572.125	67,403,767,808	102,461,800
AAPL	2018-04-20	-0.019	0.038	54,928,400	20,296,050,688	0.141	0.16	32.922001	840,865.375	65,314,844,672	135,390,800
AAPL	2018-04-27	-0.035	-0.016	54,928,400	20,296,050,688	0.142	0.177	30.054001	823,613.8125	63,225,921,536	129,766,600
AAPL	2018-05-04	-0.037	-0.002	56,206,096	19,660,550,144	0.143	0.18	28.025	903,559.625	61,136,998,400	202,244,608
AAPL	2018-05-11	-0.034	0.003	56,206,096	19,660,552,192	0.143	0.177	34.459999	926,955.6875	60,531,462,144	118,613,600
AAPL	2018-05-18	-0.055	-0.021	50,912,064	19,660,552,192	0.138	0.193	26.987	915,749.1875	59,925,921,792	79,399,000
AAPL	2018-05-25	-0.094	-0.038	50,912,064	19,660,550,144	0.138	0.232	30.962999	926,896.6875	59,320,385,536	75,516,000
AAPL	2018-06-01	-0.036	0.058	46,385,488	19,660,552,192	0.133	0.169	48.780998	935,055.875	58,714,845,184	92,129,752
AAPL	2018-06-08	-0.065	-0.029	46,385,488	19,660,552,192	0.133	0.198	64.734001	942,232	58,109,308,928	93,415,800
AAPL	2018-06-15	-0.001	0.064	45,958,592	19,660,552,192	0.135	0.136	21.292999	928,174.625	57,503,768,576	112,150,000
AAPL	2018-06-22	-0.042	-0.041	45,958,592	19,660,552,192	0.136	0.177	16.871	908,907.3125	56,898,232,320	100,483,600
AAPL	2018-06-29	-0.037	0.005	45,958,592	19,660,550,144	0.136	0.173	23.361	909,851	56,292,691,968	97,296,400
AAPL	2018-07-06	-0.087	-0.049	45,270,704	19,660,552,192	0.128	0.215	32.900002	923,888.6875	55,687,155,712	65,719,000
AAPL	2018-07-13	-0.071	0.016	45,270,704	19,660,552,192	0.128	0.199	39.912998	940,423.1875	55,081,615,360	68,070,800
AAPL	2018-07-20	-0.035	0.036	38,080,064	19,660,550,144	0.112	0.147	32.507	940,954	54,476,075,008	70,371,000
AAPL	2018-07-27	-0.053	-0.018	38,080,064	19,660,554,240	0.113	0.166	41.664001	938,693.125	53,870,538,752	75,691,000
AAPL	2018-08-03	-0.062	-0.009	42,845,968	19,319,705,600	0.122	0.184	19.417	1,004,586	53,264,998,400	179,351,808
AAPL	2018-08-10	-0.06	0.002	42,845,968	19,319,703,552	0.123	0.183	35.285999	1,002,364.1875	53,953,212,416	97,314,000
AAPL	2018-08-17	-0.068	-0.008	37,268,752	19,319,703,552	0.115	0.183	55.910999	1,050,895.25	54,641,430,528	111,499,000
AAPL	2018-08-24	-0.08	-0.012	37,268,752	19,319,703,552	0.116	0.196	26.356001	1,044,036.8125	55,329,644,544	90,260,200
AAPL	2018-08-31	-0.049	0.032	42,160,512	19,319,703,552	0.121	0.17	44.467999	1,099,426.375	56,017,858,560	130,152,400
AAPL	2018-09-07	-0.051	-0.002	42,160,512	19,319,703,552	0.121	0.172	54.813999	1,068,862.625	56,706,072,576	132,633,000
AAPL	2018-09-14	-0.011	0.04	42,160,512	19,319,705,600	0.121	0.132	38.936001	1,081,130.625	57,394,286,592	158,600,000
AAPL	2018-09-21	-0.049	-0.038	47,549,664	19,319,705,600	0.131	0.179	25.677	1,051,281.75	58,082,500,608	174,996,992
AAPL	2018-09-28	-0.053	-0.004	47,549,664	19,319,703,552	0.13	0.183	26.6	1,090,307.5	58,770,714,624	103,474,400
AAPL	2018-10-05	-0.025	0.028	46,818,672	19,319,703,552	0.126	0.151	26.768999	1,083,294.375	59,458,928,640	114,133,000
AAPL	2018-10-12	-0.074	-0.049	46,818,672	19,319,703,552	0.126	0.2	33.480999	1,072,784.5	60,147,142,656	153,606,208
AAPL	2018-10-19	-0.048	0.025	40,204,112	19,319,705,600	0.112	0.161	39.804001	1,059,260.75	60,835,356,672	118,816,400
AAPL	2018-10-26	-0.099	-0.051	40,204,112	19,319,703,552	0.112	0.212	43.889999	1,044,713	61,523,570,688	148,479,392
AAPL	2018-11-02	-0.046	0.053	40,148,048	19,319,703,552	0.12	0.165	25.532	1,002,113	62,211,784,704	216,485,200
AAPL	2018-11-09	-0.053	-0.007	40,148,048	18,981,591,040	0.12	0.173	47.751999	970,282	62,899,998,720	152,959,808

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