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
AACG	2015-01-30	-0.035	0.201	6,931	23,036,438	0.049	0.084	11.865	113.800003	119,883,280	8,380
AACG	2015-02-06	-0.12	-0.085	6,931	23,046,216	0.049	0.17	24.938	109.699997	121,465,584	6,180
AACG	2015-02-13	-0.12	0	6,931	23,036,144	0.049	0.169	32.167999	95.599998	123,047,888	10,440
AACG	2015-02-20	-0.098	0.022	3,223	23,043,478	0.026	0.125	38.576	100.699997	117,532,328	4,825
AACG	2015-02-27	-0.097	0.001	3,223	23,037,036	0.027	0.124	64.957001	93.300003	112,016,776	5,280
AACG	2015-03-06	-0.091	0.007	2,903	23,051,280	0.026	0.116	39.862999	89.900002	106,501,216	8,800
AACG	2015-03-13	-0.117	-0.027	2,903	23,044,554	0.025	0.143	108.724998	93.099998	100,985,656	7,420
AACG	2015-03-20	-0.047	0.07	1,763	23,051,280	0.017	0.065	57.457001	89.900002	95,470,096	4,120
AACG	2015-03-27	-0.151	-0.103	1,763	23,047,860	0.017	0.168	8,097.196777	91.5	89,954,536	10,360
AACG	2015-04-03	-0.023	0.128	4,454	23,033,418	0.034	0.057	48.258999	89.599998	84,438,976	7,550
AACG	2015-04-10	-0.065	-0.043	4,454	23,043,478	0.034	0.099	12.132	106	78,923,424	14,660
AACG	2015-04-17	-0.042	0.023	3,317	23,052,392	0.027	0.069	43.883999	101.199997	73,407,864	4,280
AACG	2015-04-24	-0.125	-0.082	3,317	23,037,190	0.027	0.152	61.147999	111.5	67,892,304	20,640
AACG	2015-05-01	-0.054	0.071	2,573	23,054,298	0.021	0.075	30.948	101.900002	62,376,744	14,700
AACG	2015-05-08	-0.123	-0.069	2,573	23,050,850	0.022	0.144	45.367001	108.800003	56,861,188	7,800
AACG	2015-05-15	-0.09	0.032	4,589	23,052,632	0.032	0.122	9,207.12793	109.5	51,345,628	15,640
AACG	2015-05-22	-0.154	-0.064	4,589	23,038,464	0.032	0.186	46.875999	119.800003	45,830,072	26,120
AACG	2015-05-29	-0.074	0.08	4,589	22,953,158	0.032	0.106	19.743999	112.699997	40,314,512	24,550
AACG	2015-06-05	-0.167	-0.093	5,664	22,962,962	0.043	0.21	293.088989	111.599998	40,314,512	18,960
AACG	2015-06-12	-0.193	-0.026	5,664	22,945,590	0.043	0.236	87.822998	122.300003	40,314,512	30,480
AACG	2015-06-19	-0.1	0.092	4,462	22,953,368	0.031	0.131	41.722	132.899994	40,314,512	42,260
AACG	2015-06-26	-0.385	-0.284	4,462	22,958,676	0.031	0.416	27.073999	138.899994	40,314,512	84,660
AACG	2015-07-03	-0.14	0.244	6,595	22,957,488	0.045	0.185	16.292999	124.199997	48,487,960	38,750
AACG	2015-07-10	-0.247	-0.107	6,595	22,946,236	0.045	0.292	55.112	106.699997	56,661,408	43,260
AACG	2015-07-17	-0.121	0.126	17,491	22,956,122	0.082	0.203	18.066	99.400002	64,834,860	55,060
AACG	2015-07-24	-0.164	-0.043	17,491	22,954,546	0.082	0.247	12.626	90.900002	73,008,304	50,880
AACG	2015-07-31	-0.106	0.059	5,426	22,947,978	0.037	0.142	22.221001	79.400002	81,181,752	35,340
AACG	2015-08-07	-0.149	-0.044	5,426	22,953,216	0.037	0.186	20.114	78.5	89,355,208	17,920
AACG	2015-08-14	-0.084	0.065	5,426	22,961,782	0.037	0.121	32.276001	72.099998	97,528,656	19,100
AACG	2015-08-21	-0.176	-0.092	866	22,945,454	0.01	0.186	87.904999	63.099998	94,136,912	34,760
AACG	2015-08-28	-0.156	0.02	866	22,971,888	0.01	0.166	199.268997	57.200001	90,745,168	17,100
AACG	2015-09-04	-0.133	0.022	1,086	22,974,138	0.01	0.143	190.656006	53.299999	87,353,432	23,240
AACG	2015-09-11	-0.16	-0.027	1,086	22,966,102	0.01	0.171	104.722	54.200001	83,961,680	16,925
AACG	2015-09-18	-0.151	0.009	1,782	22,936,172	0.015	0.166	2,217.468018	53.900002	80,569,952	21,360
AACG	2015-09-25	-0.167	-0.016	1,782	22,960,002	0.015	0.182	64.980003	57.400002	77,178,208	28,500
AACG	2015-10-02	-0.062	0.105	1,526	22,939,068	0.013	0.075	85.125	64	73,786,472	11,740
AACG	2015-10-09	-0.133	-0.071	1,526	22,967,742	0.013	0.146	27.271999	71.199997	70,394,728	17,740
AACG	2015-10-16	-0.062	0.072	4,714	22,949,852	0.03	0.091	127.089996	77.800003	67,002,988	15,380
AACG	2015-10-23	-0.137	-0.076	4,714	22,956,298	0.029	0.167	40.584	89.300003	63,611,248	35,560
AACG	2015-10-30	-0.035	0.102	5,106	22,942,642	0.031	0.066	22.921	92	60,219,508	17,060
AACG	2015-11-06	-0.171	-0.136	5,106	22,963,856	0.031	0.202	48.511002	95.300003	56,827,764	29,220
AACG	2015-11-13	-0.159	0.012	5,106	22,956,122	0.031	0.19	14.816	99.400002	53,436,024	22,640
AACG	2015-11-20	-0.102	0.057	10,602	22,958,018	0.062	0.164	15.541	120.300003	65,436,152	31,520
AACG	2015-11-27	-0.176	-0.074	10,602	22,945,454	0.062	0.238	5.305	126.199997	77,436,280	38,900
AACG	2015-12-04	-0.068	0.108	12,441	22,958,258	0.07	0.139	4.762	126.5	89,436,408	27,440
AACG	2015-12-11	-0.14	-0.072	12,441	22,944,252	0.07	0.21	6.262	131.699997	101,436,536	42,920
AACG	2015-12-18	-0.119	0.021	13,153	22,945,090	0.073	0.192	19.073	137.899994	113,436,656	65,620
AACG	2015-12-25	-0.218	-0.099	13,153	22,946,428	0.073	0.292	305.203003	154.199997	125,436,784	60,775
AACG	2016-01-01	-0.1	0.118	15,509	22,959,502	0.078	0.179	10.145	147.399994	137,436,912	34,600
AACG	2016-01-08	-0.211	-0.111	15,509	22,949,152	0.078	0.29	29.725	135.399994	149,437,040	90,800
AACG	2016-01-15	-0.12	0.091	13,350	22,954,954	0.074	0.194	10.962	127.400002	161,437,168	53,380
AACG	2016-01-22	-0.146	-0.026	13,350	22,961,608	0.074	0.221	7.962	125.599998	173,437,296	30,025
AACG	2016-01-29	-0.043	0.104	13,350	22,946,594	0.074	0.117	9.062	124.599998	185,437,424	10,360
AACG	2016-02-05	-0.033	0.009	28,248	22,954,954	0.114	0.147	1.922	127.400002	197,437,552	11,140
AACG	2016-02-12	-0.024	0.01	28,248	22,954,090	0.114	0.138	1.99	115	209,437,680	8,460
AACG	2016-02-19	0.072	0.096	41,504	22,949,790	0.135	0.064	2.711	109.699997	221,437,792	10,375
AACG	2016-02-26	0.032	-0.04	41,504	22,944,786	0.135	0.103	2.053	112.199997	209,657,776	10,960
AACG	2016-03-04	0.017	-0.015	45,360	22,955,974	0.139	0.122	6.375	109.5	197,877,760	8,060
AACG	2016-03-11	0.035	0.018	45,360	22,961,460	0.14	0.105	2.223	113.199997	186,097,744	5,800
AACG	2016-03-18	0.058	0.023	31,808	22,951,124	0.119	0.061	3.607	122.099998	174,317,712	5,880
AACG	2016-03-25	-0.163	-0.221	31,808	22,946,954	0.119	0.282	40.500999	116.800003	162,537,696	312,025
AACG	2016-04-01	0.018	0.181	30,453	22,951,124	0.109	0.091	4.63	122.099998	150,757,680	6,860
AACG	2016-04-08	-0.113	-0.131	30,453	22,955,854	0.109	0.223	8.679	119.599998	138,977,648	29,020
AACG	2016-04-15	0.029	0.142	30,030	22,950,820	0.111	0.082	9.29	126	127,197,632	5,960
AACG	2016-04-22	-0.078	-0.107	30,030	22,952,218	0.111	0.189	3.504	134.5	115,417,616	15,700
AACG	2016-04-29	0.039	0.116	30,030	22,952,548	0.11	0.072	2.174	130.600006	103,637,592	17,020
AACG	2016-05-06	-0.036	-0.074	26,610	22,949,640	0.102	0.138	8.31	127.599998	91,857,576	14,360
AACG	2016-05-13	0.043	0.079	26,610	22,954,128	0.102	0.059	2.37	125.099998	80,077,552	5,380
AACG	2016-05-20	-0.068	-0.111	21,408	22,950,820	0.092	0.16	24.636	112	68,297,536	8,720
AACG	2016-05-27	-0.045	0.023	21,408	22,945,892	0.092	0.137	23.347	114.5	56,517,512	8,100
AACG	2016-06-03	0.022	0.066	20,148	22,919,848	0.09	0.069	13.164	120.099998	44,737,492	5,850
AACG	2016-06-10	-0.064	-0.085	20,148	22,918,290	0.09	0.153	4.564	117.800003	49,948,144	20,440
AACG	2016-06-17	0.032	0.096	21,237	22,919,130	0.095	0.063	7.912	116.199997	55,158,796	6,820
AACG	2016-06-24	-0.08	-0.112	21,237	22,920,000	0.094	0.174	50.126999	114.599998	60,369,448	2,840
AACG	2016-07-01	0.017	0.097	18,508	22,928,416	0.085	0.068	4.965	105.699997	65,580,104	2,060
AACG	2016-07-08	-0.017	-0.034	18,508	22,938,390	0.085	0.102	3.429	96.800003	70,790,752	7,200
AACG	2016-07-15	0.024	0.041	16,527	22,930,232	0.069	0.044	6.734	98.599998	76,001,408	7,220
AACG	2016-07-22	-0.096	-0.121	16,527	22,931,034	0.068	0.165	35.889999	93.099998	81,212,064	2,880
AACG	2016-07-29	-0.017	0.08	16,527	22,928,760	0.068	0.085	2,565.947021	86.900002	86,422,712	9,480
AACG	2016-08-05	-0.026	-0.009	17,012	22,914,438	0.071	0.096	5.229	85.699997	91,633,368	5,220
AACG	2016-08-12	-0.044	-0.019	17,012	22,926,830	0.07	0.115	42.293999	94	96,844,016	10,380
AACG	2016-08-19	0.007	0.051	15,467	22,926,210	0.068	0.061	4.521	90.099998	94,404,624	1,720
AACG	2016-08-26	-0.059	-0.066	15,467	22,937,220	0.068	0.127	6.698	102.300003	91,965,224	2,940
AACG	2016-09-02	-0.002	0.057	25,953	22,924,106	0.1	0.102	8.867	102.699997	89,525,824	3,900
AACG	2016-09-09	-0.008	-0.006	25,953	22,924,336	0.1	0.108	3.179	112.099998	87,086,432	4,300
AACG	2016-09-16	-0.01	-0.002	15,944	22,928,870	0.071	0.081	6.976	109.599998	84,647,032	1,340
AACG	2016-09-23	-0.022	-0.012	15,944	22,926,828	0.071	0.093	14.448	103.400002	82,207,640	6,400
AACG	2016-09-30	-0.032	-0.01	8,304	22,916,668	0.036	0.068	30.174999	93.5	79,768,240	25,960
AACG	2016-10-07	-0.093	-0.061	8,304	22,916,668	0.037	0.13	8.264	93.5	77,328,840	2,840
AACG	2016-10-14	-0.029	0.064	8,304	22,936,508	0.036	0.066	15.595	86.699997	74,889,448	3,660
AACG	2016-10-21	-0.089	-0.059	1,224	22,914,438	0.011	0.099	23.919001	85.699997	72,450,048	840
AACG	2016-10-28	-0.054	0.034	1,224	22,929,578	0.011	0.065	82.810997	81.400002	70,010,648	6,340
AACG	2016-11-04	-0.042	0.012	327	22,933,332	0.005	0.047	586.442993	86	67,571,256	15,480
AACG	2016-11-11	-0.186	-0.144	327	22,926,830	0.005	0.191	128,900.109375	94	65,131,856	29,780
AACG	2016-11-18	-0.089	0.097	348	22,928,574	0.005	0.094	289.123993	96.300003	79,020,432	880
AACG	2016-11-25	-0.146	-0.057	348	22,928,574	0.005	0.151	1,400.150024	96.300003	92,909,016	4,125
AACG	2016-12-02	-0.088	0.058	4,415	22,918,918	0.024	0.112	135.783997	84.800003	106,797,592	6,460
AACG	2016-12-09	-0.082	0.007	4,415	22,932,332	0.024	0.105	26.839001	91.5	120,686,176	4,320
AACG	2016-12-16	-0.08	0.001	3,863	22,935,066	0.022	0.102	13.116	88.300003	134,574,752	2,360
AACG	2016-12-23	-0.076	0.004	3,863	22,924,284	0.022	0.098	20.907	87.800003	148,463,328	1,180

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