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
AACG	2010-11-19	-0.123	0.029	4,312	22,215,908	0.037	0.16	14.055	78.199997	40,096,648	4,940
AACG	2010-11-26	-0.155	-0.032	4,312	22,228,262	0.036	0.192	72.278999	81.800003	46,938,236	500
AACG	2010-12-03	-0.167	-0.011	2,256	22,225,000	0.019	0.186	77.814003	88.900002	53,779,824	1,860
AACG	2010-12-10	-0.186	-0.019	2,256	22,225,000	0.019	0.205	1,764.35498	88.900002	60,621,412	2,840
AACG	2010-12-17	-0.091	0.095	3,394	22,234,332	0.026	0.116	22.195999	81.599998	67,463,000	3,540
AACG	2010-12-24	-0.161	-0.07	3,394	22,216,358	0.026	0.187	200.970993	84.199997	74,304,592	1,375
AACG	2010-12-31	-0.147	0.013	4,601	22,219,178	0.036	0.183	16.563	81.099998	81,146,176	1,220
AACG	2011-01-07	-0.115	0.033	4,601	22,233,766	0.036	0.151	398.591003	85.599998	87,987,768	6,720
AACG	2011-01-14	-0.124	-0.01	4,601	22,211,056	0.036	0.16	15.758	88.400002	94,829,352	3,520
AACG	2011-01-21	-0.118	0.006	4,126	22,225,000	0.032	0.15	25.362	88.900002	101,670,944	8,275
AACG	2011-01-28	-0.126	-0.007	4,126	22,227,724	0.032	0.157	17.245001	89.800003	108,512,528	9,060
AACG	2011-02-04	-0.059	0.067	7,546	22,216,750	0.058	0.117	81.192001	90.199997	115,354,120	6,540
AACG	2011-02-11	-0.181	-0.122	7,546	22,219,570	0.058	0.239	29.023001	93.099998	122,195,704	3,880
AACG	2011-02-18	-0.108	0.073	9,617	22,224,670	0.065	0.173	66.278999	100.900002	129,037,296	7,640
AACG	2011-02-25	-0.136	-0.029	9,617	22,226,890	0.065	0.202	9.742	158.699997	135,878,880	43,625
AACG	2011-03-04	-0.161	-0.025	5,198	22,220,762	0.042	0.203	53.634998	169.100006	129,725,904	105,260
AACG	2011-03-11	-0.331	-0.17	5,198	22,226,416	0.042	0.373	66.389	176.699997	123,572,920	25,220
AACG	2011-03-18	-0.201	0.13	8,686	22,215,270	0.068	0.268	210.119995	177.5	117,419,944	65,160
AACG	2011-03-25	-0.151	0.05	8,686	22,219,420	0.067	0.218	8.677	176.199997	111,266,968	7,260
AACG	2011-04-01	0.022	0.173	111,484	22,215,270	0.26	0.238	1.203	177.5	105,113,984	17,700
AACG	2011-04-08	0.021	-0.001	111,484	22,216,560	0.259	0.238	1.049	174.399994	98,961,008	11,020
AACG	2011-04-15	0.001	-0.02	32,028	22,223,632	0.169	0.168	2.658	174.899994	92,808,032	21,760
AACG	2011-04-22	-0.121	-0.123	32,028	22,223,794	0.169	0.29	10.789	156.899994	86,655,048	25,775
AACG	2011-04-29	-0.102	0.02	32,028	22,224,940	0.169	0.271	4.257	181.800003	80,502,072	60,780
AACG	2011-05-06	-0.145	-0.043	56,620	22,226,276	0.209	0.354	2.119	182.699997	74,349,096	29,620
AACG	2011-05-13	-0.177	-0.032	56,620	22,223,426	0.209	0.386	3.785	204.899994	68,196,112	21,480
AACG	2011-05-20	-0.185	-0.008	51,499	22,224,370	0.201	0.386	22.617001	229.800003	62,043,136	42,240
AACG	2011-05-27	-0.177	0.008	51,499	22,220,216	0.201	0.379	1.377	246.199997	55,890,156	24,360
AACG	2011-06-03	-0.132	0.046	49,772	22,864,156	0.194	0.325	3.186	279.399994	49,737,180	103,250
AACG	2011-06-10	-0.185	-0.054	49,772	22,869,238	0.194	0.379	3.545	243.100006	52,834,792	65,740
AACG	2011-06-17	-0.072	0.113	115,182	22,862,668	0.251	0.323	1.054	236.399994	55,932,404	31,840
AACG	2011-06-24	-0.094	-0.021	115,182	22,867,570	0.251	0.344	1.244	219.300003	59,030,016	24,360
AACG	2011-07-01	0.01	0.104	199,462	22,861,268	0.309	0.3	0.646	237.300003	62,127,632	20,740
AACG	2011-07-08	-0.039	-0.049	199,462	22,867,512	0.309	0.348	1.436	252	65,225,244	18,450
AACG	2011-07-15	0.042	0.081	189,478	22,867,854	0.296	0.254	2.494	244	68,322,856	4,760
AACG	2011-07-22	0.033	-0.009	189,478	22,864,174	0.295	0.262	0.317	232.300003	71,420,472	14,060
AACG	2011-07-29	0.043	0.01	189,478	22,860,262	0.295	0.252	0.664	209.399994	74,518,080	17,020
AACG	2011-08-05	0.094	0.051	199,435.015625	22,860,146	0.302	0.208	0.179	217.399994	77,615,696	9,520
AACG	2011-08-12	0.065	-0.029	199,435.015625	22,869,998	0.302	0.237	0.47	228.699997	77,099,856	13,040
AACG	2011-08-19	0.081	0.015	201,451.015625	22,866,666	0.305	0.225	0.771	205.800003	76,584,032	4,660
AACG	2011-08-26	0.068	-0.013	201,451.015625	22,869,856	0.305	0.237	0.428	205.600006	76,068,200	6,380
AACG	2011-09-02	0.072	0.004	184,848.984375	22,861,668	0.287	0.215	0.29	216.5	75,552,368	7,740
AACG	2011-09-09	0.071	-0	184,848.984375	22,864,864	0.288	0.216	1.393	211.5	75,036,536	4,975
AACG	2011-09-16	0.038	-0.034	176,767.015625	22,869,288	0.279	0.241	0.819	215.199997	74,520,704	6,500
AACG	2011-09-23	0.014	-0.023	176,767.015625	22,861,918	0.28	0.266	34.831001	205.300003	74,004,872	23,120
AACG	2011-09-30	0.049	0.035	197,610	22,866,666	0.288	0.238	2.007	205.800003	73,489,040	5,600
AACG	2011-10-07	0.05	0.001	197,610	22,869,856	0.287	0.237	0.456	205.600006	72,973,208	5,320
AACG	2011-10-14	0.043	-0.007	197,610	22,863,486	0.287	0.244	0.337	206	72,457,376	10,980
AACG	2011-10-21	0.013	-0.03	176,955.015625	22,860,336	0.283	0.27	0.872	204.600006	71,941,552	11,440
AACG	2011-10-28	-0.011	-0.024	176,955.015625	22,860,216	0.283	0.293	4.31	212.600006	71,425,720	3,240
AACG	2011-11-04	0.02	0.03	153,212.984375	22,867,204	0.27	0.25	0.795	227.300003	70,909,888	13,900
AACG	2011-11-11	0	-0.019	153,212.984375	22,861,538	0.268	0.268	0.448	222.899994	70,394,056	18,920
AACG	2011-11-18	0.082	0.082	154,224.984375	22,865,980	0.277	0.195	0.56	221.800003	75,274,736	2,760
AACG	2011-11-25	0.01	-0.073	154,224.984375	22,864,530	0.277	0.268	0.608	221.100006	80,155,424	9,400
AACG	2011-12-02	0.052	0.042	154,064	22,869,200	0.276	0.224	0.553	216.800003	85,036,112	2,540
AACG	2011-12-09	0.043	-0.009	154,064	22,866,666	0.276	0.233	40.264	205.800003	89,916,800	5,460
AACG	2011-12-16	-0.002	-0.045	76,487	22,866,666	0.216	0.218	1.03	205.800003	94,797,480	6,640
AACG	2011-12-23	0.007	0.009	76,487	22,863,794	0.216	0.209	1.244	196.399994	99,678,168	5,340
AACG	2011-12-30	0.023	0.016	67,799	22,866,666	0.211	0.188	4.456	171.5	104,558,856	5,650
AACG	2012-01-06	0.037	0.014	67,799	22,870,748	0.211	0.173	1.677	168.100006	109,439,536	1,300
AACG	2012-01-13	0.055	0.018	67,799	22,859,024	0.21	0.155	1.151	173.5	114,320,224	3,260
AACG	2012-01-20	0.054	-0.001	50,185	22,866,344	0.193	0.139	1.743	142	119,200,912	3,900
AACG	2012-01-27	0.04	-0.014	50,185	22,873,016	0.194	0.154	1.602	144.100006	124,081,600	3,420
AACG	2012-02-03	0.059	0.019	49,096	22,871,430	0.189	0.13	1.256	160.100006	128,962,280	4,060
AACG	2012-02-10	0.016	-0.043	49,096	22,871,430	0.189	0.173	3.219	160.100006	133,842,968	3,680
AACG	2012-02-17	0.06	0.044	46,184	22,871,430	0.188	0.128	2.797	160.100006	138,723,648	3,480
AACG	2012-02-24	0.049	-0.011	46,184	22,865,014	0.189	0.14	4.151	166	143,604,336	3,975
AACG	2012-03-02	0.068	0.019	41,813	22,857,144	0.184	0.116	14.234	137.600006	137,209,504	16,860
AACG	2012-03-09	0.038	-0.03	41,813	22,871,288	0.184	0.145	2.219	138.600006	130,814,664	6,720
AACG	2012-03-16	0.044	0.006	35,715	22,872,502	0.169	0.124	2.346	148.899994	124,419,832	9,260
AACG	2012-03-23	-0.031	-0.075	35,715	22,859,216	0.168	0.199	51.035	157.5	118,024,992	6,560
AACG	2012-03-30	0.001	0.031	23,249	22,863,310	0.137	0.136	6.87	158.899994	111,630,160	9,280
AACG	2012-04-06	-0.011	-0.011	23,249	22,869,692	0.138	0.148	12.118	156.199997	105,235,320	9,150
AACG	2012-04-13	0.006	0.016	23,249	22,865,414	0.138	0.132	2.906	158	98,840,488	4,440
AACG	2012-04-20	-0.176	-0.181	3,471	22,859,376	0.027	0.203	89.603996	146.300003	92,445,648	3,840
AACG	2012-04-27	-0.144	0.031	3,471	22,859,196	0.027	0.171	30.938	159.100006	86,050,816	4,100
AACG	2012-05-04	-0.117	0.027	3,559	22,869,692	0.025	0.142	54.091999	156.199997	79,655,976	2,620
AACG	2012-05-11	-0.133	-0.016	3,559	22,861,540	0.025	0.159	33.536999	148.600006	73,261,144	1,280
AACG	2012-05-18	-0.107	0.026	4,799	22,867,648	0.031	0.137	14.889	155.5	66,866,308	3,960
AACG	2012-05-25	-0.161	-0.054	4,799	22,980,768	0.031	0.192	19.879999	143.399994	60,471,472	1,980
AACG	2012-06-01	-0.117	0.044	5,096	22,981,482	0.033	0.15	9.336	124.099998	60,471,472	3,025
AACG	2012-06-08	-0.118	-0.001	5,096	22,980,000	0.033	0.151	19.559999	114.900002	60,471,472	3,800
AACG	2012-06-15	-0.141	-0.023	3,951	22,987,422	0.027	0.168	321.062988	73.099998	63,559,244	14,300
AACG	2012-06-22	-0.129	0.012	3,951	22,980,770	0.027	0.156	12.567	95.599998	66,647,016	25,780
AACG	2012-06-29	-0.153	-0.024	3,951	22,988,236	0.027	0.18	1,566.188965	97.699997	69,734,792	3,120
AACG	2012-07-06	-0.131	0.022	3,344	22,971,014	0.023	0.153	21.334	95.099998	72,822,560	3,600
AACG	2012-07-13	-0.133	-0.002	3,344	22,985,782	0.023	0.156	12.796	97	75,910,336	4,540
AACG	2012-07-20	-0.113	0.02	10,480	22,986,302	0.067	0.181	7.094	83.900002	78,998,112	44,200
AACG	2012-07-27	-0.138	-0.024	10,480	22,976,502	0.068	0.206	14.088	88	82,085,880	10,320
AACG	2012-08-03	-0.149	-0.011	6,185	22,985,782	0.039	0.188	209.231995	97	85,173,656	6,400
AACG	2012-08-10	-0.107	0.041	6,185	22,973,570	0.039	0.147	16.334999	104.300003	88,261,424	6,260
AACG	2012-08-17	-0.133	-0.026	4,941	22,987,012	0.033	0.166	8.556	106.199997	85,068,536	3,360
AACG	2012-08-24	-0.155	-0.022	4,941	22,990,866	0.033	0.188	33.716999	100.699997	81,875,640	4,800
AACG	2012-08-31	-0.124	0.031	4,009	22,981,650	0.028	0.152	22.297001	100.199997	78,682,744	2,480
AACG	2012-09-07	-0.133	-0.008	4,009	22,977,272	0.028	0.161	25.343	101.099998	75,489,848	1,650
AACG	2012-09-14	-0.121	0.011	4,009	22,990,866	0.028	0.15	87.634003	100.699997	72,296,952	1,800
AACG	2012-09-21	-0.101	0.02	3,510	22,987,290	0.026	0.127	29.357	108.5	69,104,056	4,000
AACG	2012-09-28	-0.135	-0.034	3,510	22,972,476	0.026	0.161	74.551003	125.199997	65,911,160	6,780
AACG	2012-10-05	-0.111	0.024	3,460	22,975,048	0.024	0.135	30.931	119.699997	62,718,264	3,900
AACG	2012-10-12	-0.131	-0.02	3,460	22,974,560	0.024	0.155	31.451	117.400002	59,525,368	7,700

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