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	2013-06-07	-0.108	-0.001	25,968,880	26,282,172,416	0.126	0.234	87.083	414,706.40625	39,781,462,016	355,428,192
AAPL	2013-06-14	-0.074	0.034	25,968,880	26,282,174,464	0.126	0.2	63.747002	403,667.90625	39,144,538,112	311,838,016
AAPL	2013-06-21	-0.099	-0.025	24,068,384	26,282,172,416	0.123	0.222	51.971001	388,135.09375	38,507,614,208	320,761,792
AAPL	2013-06-28	-0.156	-0.057	24,068,384	26,282,170,368	0.124	0.28	100.150002	372,208.09375	37,870,690,304	415,679,008
AAPL	2013-07-05	-0.115	0.041	23,382,960	26,282,170,368	0.118	0.233	71.245003	391,814.59375	37,233,770,496	343,968,256
AAPL	2013-07-12	-0.115	0	23,382,960	26,282,168,320	0.118	0.233	64.953003	400,329.96875	36,596,846,592	307,596,608
AAPL	2013-07-19	-0.055	0.06	27,731,408	26,282,170,368	0.125	0.181	24.235001	398,884.5	35,959,922,688	229,009,200
AAPL	2013-07-26	-0.086	-0.031	27,731,408	25,437,915,136	0.127	0.213	55.111	400,647.1875	35,322,998,784	319,755,008
AAPL	2013-08-02	-0.108	-0.022	26,042,112	25,437,915,136	0.128	0.236	133.973999	420,208.90625	35,476,500,480	272,294,592
AAPL	2013-08-09	-0.087	0.021	26,042,112	25,437,917,184	0.128	0.215	79.693001	412,857.40625	35,629,998,080	295,042,816
AAPL	2013-08-16	-0.126	-0.039	21,029,728	25,437,913,088	0.112	0.238	64.922997	456,356.1875	35,783,499,776	571,069,376
AAPL	2013-08-23	-0.083	0.043	21,029,728	25,437,913,088	0.113	0.196	130.414001	455,160.59375	35,937,001,472	334,405,184
AAPL	2013-08-30	-0.074	0.009	20,435,824	25,437,917,184	0.112	0.187	39.403999	442,645.1875	36,090,503,168	314,943,616
AAPL	2013-09-06	-0.122	-0.047	20,435,824	25,437,917,184	0.112	0.234	112.112999	452,642.3125	36,244,000,768	318,214,016
AAPL	2013-09-13	-0.107	0.014	20,435,824	25,437,917,184	0.112	0.219	79.174004	422,371.1875	36,397,498,368	537,093,184
AAPL	2013-09-20	-0.11	-0.003	17,573,328	25,437,913,088	0.104	0.213	89.551003	424,635.09375	36,551,004,160	500,758,784
AAPL	2013-09-27	-0.099	0.011	17,573,328	25,437,915,136	0.104	0.202	152.326996	438,575.09375	36,704,501,760	381,734,016
AAPL	2013-10-04	-0.138	-0.039	17,870,384	25,437,917,184	0.098	0.236	70.634003	438,829.5	36,857,999,360	296,968,992
AAPL	2013-10-11	-0.084	0.054	17,870,384	25,437,919,232	0.098	0.181	113.875	447,732.8125	37,011,496,960	290,255,200
AAPL	2013-10-18	-0.099	-0.015	17,493,456	25,437,915,136	0.094	0.193	72.522003	462,334.09375	37,164,998,656	275,441,600
AAPL	2013-10-25	-0.129	-0.03	17,493,456	25,437,915,136	0.094	0.222	150.694	477,825.8125	37,318,500,352	393,690,208
AAPL	2013-11-01	-0.075	0.053	18,280,048	25,192,663,040	0.097	0.172	72.019997	467,903.3125	37,472,002,048	418,199,616
AAPL	2013-11-08	-0.096	-0.021	18,280,048	25,192,663,040	0.097	0.193	73.132004	468,356.8125	39,019,847,680	255,030,800
AAPL	2013-11-15	-0.102	-0.006	17,785,872	25,192,665,088	0.094	0.197	65.689003	472,362.5	40,567,693,312	245,857,792
AAPL	2013-11-22	-0.109	-0.006	17,785,872	25,192,663,040	0.094	0.203	64.746002	467,676.59375	42,115,538,944	226,710,592
AAPL	2013-11-29	-0.074	0.035	17,785,872	25,192,663,040	0.094	0.168	85.627998	500,326.3125	43,663,384,576	328,067,744
AAPL	2013-12-06	-0.121	-0.048	19,388,272	25,192,665,088	0.102	0.224	93.056	503,878.5	45,211,230,208	418,651,008
AAPL	2013-12-13	-0.105	0.016	19,388,272	25,192,663,040	0.102	0.207	79.025002	498,839.90625	46,759,075,840	310,719,008
AAPL	2013-12-20	-0.102	0.003	17,038,304	25,192,667,136	0.091	0.193	85.867996	493,977.8125	48,306,921,472	367,016,192
AAPL	2013-12-27	-0.122	-0.02	17,038,304	25,192,665,088	0.092	0.214	103.308998	503,928.90625	49,854,771,200	274,688,256
AAPL	2014-01-03	-0.096	0.026	16,037,123	25,192,667,136	0.087	0.183	102.175003	486,747.5	51,402,616,832	275,966,752
AAPL	2014-01-10	-0.104	-0.008	16,037,123	25,192,663,040	0.087	0.191	135.729004	479,517.1875	52,950,462,464	314,495,008
AAPL	2014-01-17	-0.122	-0.018	14,158,050	25,192,663,040	0.079	0.201	58.069	486,470.3125	54,498,308,096	351,742,400
AAPL	2014-01-24	-0.137	-0.014	14,158,050	25,192,663,040	0.079	0.215	73.858002	491,332.5	56,046,153,728	385,276,512
AAPL	2014-01-31	-0.141	-0.004	15,231,209	24,975,691,776	0.084	0.224	143.839005	446,515.40625	57,593,995,264	653,302,208
AAPL	2014-02-07	-0.133	0.008	15,231,209	24,975,691,776	0.084	0.217	120.073997	463,548.8125	56,598,331,392	346,907,008
AAPL	2014-02-14	-0.14	-0.007	15,231,209	24,975,689,728	0.084	0.224	69.596001	485,227.6875	55,602,667,520	303,247,808
AAPL	2014-02-21	-0.146	-0.006	16,538,870	24,975,691,776	0.087	0.233	78.651001	468,519	54,606,999,552	289,665,760
AAPL	2014-02-28	-0.123	0.023	16,538,870	24,975,693,824	0.087	0.21	59.097	469,393.1875	53,611,335,680	294,185,984
AAPL	2014-03-07	-0.1	0.024	26,403,454	24,975,691,776	0.114	0.214	111.306999	473,139.5	52,615,667,712	220,840,608
AAPL	2014-03-14	-0.103	-0.003	26,403,454	24,975,691,776	0.114	0.217	51.401001	468,019.5	51,619,999,744	230,415,200
AAPL	2014-03-21	-0.087	0.015	22,980,384	24,975,693,824	0.107	0.195	66.501999	475,312.40625	50,624,331,776	243,278,400
AAPL	2014-03-28	-0.09	-0.003	22,980,384	24,975,691,776	0.108	0.198	86.960999	478,883.90625	49,628,667,904	272,071,616
AAPL	2014-04-04	-0.127	-0.037	20,621,168	24,975,693,824	0.098	0.226	39.145	474,388.3125	48,632,999,936	197,488,992
AAPL	2014-04-11	-0.102	0.025	20,621,168	24,975,691,776	0.098	0.201	51.798	463,498.90625	47,637,331,968	250,255,600
AAPL	2014-04-18	-0.115	-0.013	22,159,568	24,975,695,872	0.101	0.217	54.674	468,244.3125	46,641,668,096	242,815,984
AAPL	2014-04-25	-0.106	0.009	22,159,568	24,118,665,216	0.104	0.21	91.932999	492,672	45,645,996,032	386,047,808
AAPL	2014-05-02	-0.127	-0.02	19,854,016	24,118,669,312	0.097	0.224	107.656998	510,423.40625	45,014,155,264	379,813,408
AAPL	2014-05-09	-0.125	0.002	19,854,016	24,118,667,264	0.097	0.222	129.860001	504,369.59375	44,382,306,304	293,278,016
AAPL	2014-05-16	-0.097	0.027	18,627,760	24,118,669,312	0.098	0.195	131.393997	514,692.40625	43,750,461,440	209,290,400
AAPL	2014-05-23	-0.121	-0.023	18,627,760	24,118,663,168	0.098	0.218	76.459	528,994.6875	43,118,616,576	236,484,192
AAPL	2014-05-30	-0.062	0.059	16,857,728	24,118,665,216	0.089	0.151	112.019997	545,250.6875	42,486,767,616	401,210,752
AAPL	2014-06-06	-0.13	-0.068	16,857,728	24,118,667,264	0.089	0.219	95.280998	556,080	41,854,922,752	330,257,216
AAPL	2014-06-13	-0.137	-0.007	16,857,728	24,118,667,264	0.089	0.226	106.527	550,387.9375	41,223,077,888	234,517,600
AAPL	2014-06-20	-0.124	0.012	16,805,152	24,118,669,312	0.089	0.213	88.838997	548,145	40,591,228,928	188,181,600
AAPL	2014-06-27	-0.121	0.003	16,805,152	24,118,667,264	0.089	0.21	116.603996	554,608.8125	39,959,384,064	173,005,600
AAPL	2014-07-04	-0.02	0.101	125,894,848	24,118,667,264	0.219	0.239	7.256	566,981.625	39,327,539,200	139,168,752
AAPL	2014-07-11	-0.064	-0.045	125,894,848	24,118,665,216	0.219	0.284	6.627	574,144.875	38,695,694,336	185,464,000
AAPL	2014-07-18	-0.065	0	112,308,784	24,118,667,264	0.21	0.274	14.977	569,393.5	38,063,845,376	199,260,800
AAPL	2014-07-25	-0.071	-0.006	112,308,784	23,951,466,496	0.21	0.281	18.249001	584,846.875	37,432,000,512	221,113,600
AAPL	2014-08-01	-0.072	-0.001	103,680,848	23,951,468,544	0.205	0.278	16.641001	575,601.6875	37,767,069,696	189,460,000
AAPL	2014-08-08	-0.06	0.012	103,680,848	23,951,466,496	0.206	0.266	13.483	567,290.5	38,102,142,976	178,420,000
AAPL	2014-08-15	-0.052	0.008	103,492,672	23,951,466,496	0.207	0.259	9.786	586,691.1875	38,437,216,256	143,490,400
AAPL	2014-08-22	-0.067	-0.015	103,492,672	23,951,468,544	0.207	0.275	8.123	606,690.6875	38,772,285,440	197,587,200
AAPL	2014-08-29	-0.071	-0.004	103,492,672	23,951,468,544	0.207	0.278	22.914	613,756.375	39,107,358,720	186,439,008
AAPL	2014-09-05	-0.094	-0.023	95,116,832	23,951,466,496	0.202	0.296	19.864	592,607.1875	39,442,427,904	322,672,512
AAPL	2014-09-12	-0.141	-0.047	95,116,832	23,951,468,544	0.202	0.343	26.483999	608,726.625	39,777,501,184	369,247,392
AAPL	2014-09-19	-0.065	0.076	96,046,848	23,951,470,592	0.203	0.268	13.49	604,535.125	40,112,570,368	237,431,824
AAPL	2014-09-26	-0.087	-0.022	96,046,848	23,951,470,592	0.202	0.289	10.721	603,289.625	40,447,643,648	270,184,608
AAPL	2014-10-03	-0.066	0.021	138,266,752	23,951,466,496	0.231	0.296	15.765	596,511.3125	40,782,712,832	198,199,200
AAPL	2014-10-10	-0.077	-0.011	138,266,752	23,951,466,496	0.23	0.307	8.433	603,169.8125	41,117,786,112	224,206,592
AAPL	2014-10-17	-0.108	-0.031	97,534,368	23,951,466,496	0.2	0.308	16.542	584,846.875	41,452,855,296	286,831,616
AAPL	2014-10-24	-0.074	0.034	97,534,368	23,951,468,544	0.2	0.274	21.195	630,043.375	41,787,928,576	286,826,592
AAPL	2014-10-31	-0.091	-0.017	99,551,776	23,459,358,720	0.198	0.289	17.382999	633,402.6875	42,123,001,856	176,184,608
AAPL	2014-11-07	-0.094	-0.003	99,551,776	23,459,356,672	0.198	0.292	11.677	639,337.875	44,621,152,256	159,962,208
AAPL	2014-11-14	-0.077	0.017	99,551,776	23,459,356,672	0.198	0.275	21.556	669,647.375	47,119,306,752	164,133,216
AAPL	2014-11-21	-0.094	-0.017	99,635,024	23,459,358,720	0.199	0.292	11.497	683,066.1875	49,617,461,248	186,731,808
AAPL	2014-11-28	-0.072	0.022	99,635,024	23,459,360,768	0.199	0.271	17.108	697,517.1875	52,115,615,744	181,937,744
AAPL	2014-12-05	-0.103	-0.031	74,477,952	23,459,360,768	0.18	0.283	20.483	674,456.625	54,613,774,336	213,360,992
AAPL	2014-12-12	-0.152	-0.049	74,477,952	23,459,358,720	0.18	0.332	43.291	643,560.625	57,111,924,736	207,950,208
AAPL	2014-12-19	-0.13	0.022	78,182,656	23,459,358,720	0.184	0.314	21.846001	655,571.8125	59,610,075,136	263,085,200
AAPL	2014-12-26	-0.107	0.024	78,182,656	23,459,358,720	0.184	0.29	16.747999	668,521.375	62,108,229,632	119,396,496
AAPL	2015-01-02	-0.124	-0.018	53,673,376	23,459,356,672	0.165	0.289	39.131001	641,191.1875	64,606,384,128	152,088,496
AAPL	2015-01-09	-0.128	-0.004	53,673,376	23,459,360,768	0.164	0.292	22.790001	656,932.5	67,104,538,624	226,294,400
AAPL	2015-01-16	-0.139	-0.01	61,293,792	23,459,360,768	0.168	0.307	31.319	621,602.6875	69,602,689,024	243,381,200
AAPL	2015-01-23	-0.149	-0.01	61,293,792	23,459,358,720	0.168	0.317	27.895	662,609.625	72,100,847,616	198,737,248
AAPL	2015-01-30	-0.139	0.01	62,411,696	23,298,992,128	0.168	0.307	27.816999	682,427.5	74,598,998,016	372,674,208
AAPL	2015-02-06	-0.111	0.029	62,411,696	23,298,990,080	0.168	0.279	45.441002	692,748.875	73,322,921,984	216,605,792
AAPL	2015-02-13	-0.099	0.012	62,411,696	23,298,992,128	0.168	0.267	23.871	740,209	72,046,845,952	242,565,408
AAPL	2015-02-20	-0.136	-0.037	58,991,632	23,298,994,176	0.163	0.299	15.954	754,281.625	70,770,769,920	194,355,248
AAPL	2015-02-27	-0.136	0	58,991,632	23,298,990,080	0.163	0.299	30.761	748,247.125	69,494,693,888	294,572,992
AAPL	2015-03-06	-0.068	0.068	61,093,760	23,298,994,176	0.165	0.233	23.308001	737,413.125	68,218,613,760	197,550,800
AAPL	2015-03-13	-0.148	-0.08	61,093,760	23,298,994,176	0.164	0.313	34.229	719,892.3125	66,942,537,728	261,211,200
AAPL	2015-03-20	-0.101	0.047	72,721,968	23,298,992,128	0.176	0.278	33.157001	733,335.8125	65,666,457,600	213,338,400
AAPL	2015-03-27	-0.106	-0.005	72,721,968	23,299,745,792	0.177	0.283	30.601	717,911.8125	64,390,385,664	167,460,992
AAPL	2015-04-03	-0.118	-0.012	65,741,792	23,298,990,080	0.169	0.287	21.702	729,957.375	63,114,309,632	162,032,000
AAPL	2015-04-10	-0.112	0.007	65,741,792	23,298,994,176	0.168	0.28	18.416	740,325.5	61,838,229,504	145,766,000
AAPL	2015-04-17	-0.107	0.005	64,707,760	23,298,994,176	0.168	0.275	42.511002	726,649	60,562,153,472	136,948,800
AAPL	2015-04-24	-0.105	0.001	64,707,760	23,298,992,128	0.168	0.274	17.089001	758,848.1875	59,286,077,440	165,952,608
AAPL	2015-05-01	-0.152	-0.046	64,808,512	23,044,120,576	0.171	0.322	21.611	742,873.375	58,010,001,408	336,777,984

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