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
AAOI	2013-11-29	-0.387	-0.098	18,697	12,630,782	0.145	0.532	652.247986	166.600006	21,138,250	49,250
AAOI	2013-12-06	-0.247	0.14	25,643	12,630,480	0.169	0.417	80.757004	181.5	21,324,376	91,800
AAOI	2013-12-13	-0.272	-0.024	25,643	12,631,935	0.169	0.441	148.546005	186.699997	21,510,500	117,960
AAOI	2013-12-20	-0.251	0.021	45,622	12,628,378	0.207	0.458	38.363998	186.899994	21,696,624	204,320
AAOI	2013-12-27	-0.223	0.028	45,622	12,625,923	0.207	0.43	73.068001	188	21,882,750	43,450
AAOI	2014-01-03	-0.235	-0.012	47,845	12,627,177	0.217	0.451	76.650002	181.199997	22,068,876	47,725
AAOI	2014-01-10	-0.232	0.003	47,845	12,628,572	0.217	0.449	50.048	176.800003	22,255,000	48,360
AAOI	2014-01-17	-0.139	0.093	133,837	12,628,294	0.383	0.522	68.081001	182.100006	22,441,124	67,980
AAOI	2014-01-24	-0.12	0.019	133,837	12,628,828	0.383	0.503	31.539	169.100006	22,627,250	52,950
AAOI	2014-01-31	-0.23	-0.11	76,388	12,626,559	0.271	0.501	85.792999	172.100006	22,813,376	42,860
AAOI	2014-02-07	-0.211	0.02	76,388	12,631,983	0.271	0.482	88.848	165.100006	22,999,500	52,520
AAOI	2014-02-14	-0.21	0.001	76,388	12,628,572	0.272	0.482	142.966995	176.800003	23,185,624	47,080
AAOI	2014-02-21	-0.033	0.177	162,660	12,626,996	0.416	0.448	21.625999	261	23,371,750	259,550
AAOI	2014-02-28	-0.087	-0.054	162,660	12,628,909	0.416	0.503	41.327999	298.799988	23,557,876	240,860
AAOI	2014-03-07	-0.141	-0.054	164,360	12,661,131	0.399	0.54	31.358999	320.200012	23,744,000	208,000
AAOI	2014-03-14	-0.193	-0.052	164,360	12,661,418	0.399	0.592	31.882999	321.600006	23,855,500	115,880
AAOI	2014-03-21	-0.068	0.125	250,256.984375	12,661,956	0.503	0.571	25.445	322.5	23,967,000	414,660
AAOI	2014-03-28	-0.106	-0.038	250,256.984375	12,660,257	0.504	0.61	38.643002	316	24,078,500	306,800
AAOI	2014-04-04	-0.032	0.074	370,052	12,663,093	0.59	0.623	19.761999	283.399994	24,190,000	360,060
AAOI	2014-04-11	-0.044	-0.012	370,052	12,662,807	0.591	0.635	19.271	262.5	24,301,500	335,120
AAOI	2014-04-18	0.035	0.079	426,702.03125	12,659,889	0.619	0.584	19.041	298.899994	24,413,000	175,800
AAOI	2014-04-25	0.008	-0.027	426,702.03125	12,662,422	0.619	0.611	9.511	298.200012	24,524,500	201,380
AAOI	2014-05-02	0.049	0.041	498,841	12,659,331	0.648	0.599	15.93	276.100006	24,636,000	167,760
AAOI	2014-05-09	0.077	0.028	498,841	12,663,631	0.648	0.571	9.811	222.5	24,747,500	386,440
AAOI	2014-05-16	0.059	-0.017	607,651.9375	14,782,369	0.656	0.597	3.561	268.299988	24,859,000	214,220
AAOI	2014-05-23	0.094	0.035	607,651.9375	14,786,779	0.656	0.562	10.831	277.399994	25,458,308	132,300
AAOI	2014-05-30	0.078	-0.016	682,071	14,782,812	0.672	0.594	5.91	316.5	26,057,616	220,324.984375
AAOI	2014-06-06	0.104	0.026	682,071	14,786,931	0.672	0.567	6.307	312.299988	26,656,924	139,880
AAOI	2014-06-13	0.073	-0.031	682,071	14,784,996	0.672	0.599	9.947	323.200012	27,256,230	152,320
AAOI	2014-06-20	0.134	0.06	737,485	14,783,715	0.687	0.554	16.743	348.600006	27,855,538	288,220
AAOI	2014-06-27	0.106	-0.028	737,485	14,786,213	0.687	0.581	9.418	338.899994	28,454,846	535,580
AAOI	2014-07-04	0.1	-0.006	824,782	14,787,096	0.703	0.602	8.416	343.799988	29,054,154	129,575
AAOI	2014-07-11	0.087	-0.014	824,782	14,786,143	0.703	0.616	17.124001	345.700012	29,653,460	193,060
AAOI	2014-07-18	0.094	0.008	892,190	14,786,443	0.71	0.615	13.479	318.5	30,252,770	227,540
AAOI	2014-07-25	0.093	-0.002	892,190	14,784,525	0.71	0.617	4.458	301.899994	30,852,076	211,700
AAOI	2014-08-01	0.175	0.082	1,166,306	14,784,767	0.764	0.589	11.997	267.899994	31,451,384	189,680
AAOI	2014-08-08	0.157	-0.018	1,166,306	14,785,714	0.765	0.609	7.981	269.100006	32,050,692	175,300
AAOI	2014-08-15	0.197	0.041	1,190,602	14,804,561	0.771	0.574	5.912	272.700012	32,650,000	374,340
AAOI	2014-08-22	0.182	-0.015	1,190,602	14,804,994	0.771	0.589	4.01	284.700012	32,949,924	210,100
AAOI	2014-08-29	0.19	0.008	1,190,602	14,806,968	0.771	0.581	7.573	314.5	33,249,846	294,620
AAOI	2014-09-05	0.172	-0.018	1,120,487.875	14,802,957	0.765	0.593	9.754	300.5	33,549,770	259,750
AAOI	2014-09-12	0.173	0.001	1,120,487.875	14,804,233	0.765	0.592	8.139	279.799988	33,849,692	199,060
AAOI	2014-09-19	0.178	0.006	1,093,661	14,806,417	0.76	0.582	10.88	267.700012	34,149,616	179,640
AAOI	2014-09-26	0.175	-0.004	1,093,661	14,806,663	0.759	0.584	12.901	248.899994	34,449,540	181,480
AAOI	2014-10-03	0.213	0.039	1,217,889	14,806,840	0.771	0.558	5.544	233.800003	34,749,460	324,856.8125
AAOI	2014-10-10	0.165	-0.049	1,217,889	14,804,897	0.771	0.607	3.015	193.5	35,049,384	240,187.203125
AAOI	2014-10-17	0.125	-0.039	1,255,427	14,804,846	0.772	0.646	2.968	220	35,349,308	431,669.40625
AAOI	2014-10-24	0.087	-0.038	1,255,427	14,802,891	0.771	0.684	4.438	225.300003	35,649,232	250,673.40625
AAOI	2014-10-31	0.117	0.03	1,502,697	14,807,931	0.799	0.682	6.664	239	35,949,152	222,214.59375
AAOI	2014-11-07	0.092	-0.025	1,502,697	14,806,103	0.799	0.707	2.988	232.899994	36,249,076	245,717.59375
AAOI	2014-11-14	0.146	0.054	1,502,697	14,815,120	0.8	0.654	3.975	180.300003	36,549,000	1,165,279.75
AAOI	2014-11-21	0.079	-0.067	1,628,864	14,819,857	0.814	0.735	1.301	185.100006	36,539,124	372,751.40625
AAOI	2014-11-28	0.056	-0.023	1,628,864	14,820,276	0.815	0.759	7.662	160.800003	36,529,248	474,392.75
AAOI	2014-12-05	0.101	0.044	1,874,822	14,812,622	0.836	0.735	1.846	150.199997	36,519,376	532,698.375
AAOI	2014-12-12	0.1	-0	1,874,822	14,813,278	0.835	0.735	4.385	142.800003	36,509,500	350,733.8125
AAOI	2014-12-19	0.212	0.112	2,116,633	14,812,030	0.848	0.636	5.926	157.600006	36,499,624	252,378.59375
AAOI	2014-12-26	0.201	-0.011	2,116,633	14,816,557	0.848	0.647	2.437	157.5	36,489,752	168,451.25
AAOI	2015-01-02	0.183	-0.018	1,980,419	14,819,277	0.84	0.658	3.411	159.899994	36,479,876	205,934.25
AAOI	2015-01-09	0.212	0.03	1,980,419	14,817,014	0.84	0.628	2.307	149.800003	36,470,000	212,690.59375
AAOI	2015-01-16	0.233	0.021	1,874,469	14,819,558	0.839	0.606	7.596	127.300003	36,460,124	345,297
AAOI	2015-01-23	0.205	-0.028	1,874,469	14,820,847	0.839	0.634	2.055	136.5	36,450,248	160,498
AAOI	2015-01-30	0.226	0.021	1,817,624.125	14,821,030	0.831	0.605	4.543	132.5	36,440,376	197,844.203125
AAOI	2015-02-06	0.215	-0.011	1,817,624.125	14,812,499	0.831	0.616	5.505	142.199997	36,430,500	144,607.59375
AAOI	2015-02-13	0.221	0.006	1,817,624.125	14,817,734	0.831	0.61	3.554	150.399994	36,420,624	175,006.40625
AAOI	2015-02-20	0.249	0.028	1,723,871	14,814,089	0.824	0.576	3.052	151.399994	36,410,752	142,496.5
AAOI	2015-02-27	0.206	-0.043	1,723,871	14,815,705	0.824	0.619	2.822	184.899994	36,400,876	570,528
AAOI	2015-03-06	0.181	-0.024	1,694,651	14,891,217	0.821	0.639	8.559	184.800003	36,391,000	397,266.8125
AAOI	2015-03-13	0.161	-0.02	1,694,651	14,884,438	0.821	0.66	5.527	193.199997	35,775,300	208,039.015625
AAOI	2015-03-20	0.198	0.037	1,827,450	14,891,304	0.832	0.634	4.592	205.5	35,159,600	217,976.40625
AAOI	2015-03-27	0.162	-0.036	1,827,450	14,890,068	0.832	0.67	2.086	196.399994	34,543,900	180,694
AAOI	2015-04-03	0.197	0.035	1,690,498	14,888,558	0.82	0.623	1.932	200.399994	33,928,200	184,786
AAOI	2015-04-10	0.162	-0.035	1,690,498	14,884,758	0.821	0.658	3.745	200.199997	33,312,500	188,832.984375
AAOI	2015-04-17	0.194	0.032	1,760,515	14,884,824	0.827	0.633	1.995	219.699997	32,696,800	342,316.59375
AAOI	2015-04-24	0.151	-0.043	1,760,515	14,888,889	0.827	0.676	7.856	221.100006	32,081,100	162,328.40625
AAOI	2015-05-01	0.188	0.037	1,819,772	14,886,114	0.831	0.644	3.87	202.600006	31,465,400	303,075
AAOI	2015-05-08	0.154	-0.034	1,819,772	14,887,714	0.831	0.678	8.146	225.399994	30,849,700	278,224.59375
AAOI	2015-05-15	0.147	-0.007	1,882,594	14,938,016	0.833	0.687	3.665	216.899994	30,234,000	141,012.984375
AAOI	2015-05-22	0.186	0.04	1,882,594	14,943,011	0.833	0.647	1.84	249.100006	31,850,500	277,124.1875
AAOI	2015-05-29	0.144	-0.042	1,882,594	14,938,409	0.833	0.689	2.776	266.799988	33,467,000	675,204.25
AAOI	2015-06-05	0.133	-0.011	1,925,827	14,942,341	0.831	0.698	7.76	272.100006	35,083,500	275,002.40625
AAOI	2015-06-12	0.134	0.001	1,925,827	14,943,027	0.831	0.697	1.69	275.399994	36,700,000	172,605.796875
AAOI	2015-06-19	0.124	-0.01	1,945,088	14,940,086	0.83	0.706	6.085	274.299988	38,316,500	304,766.1875
AAOI	2015-06-26	0.141	0.017	1,945,088	14,938,537	0.83	0.689	3.596	279.5	39,933,000	469,294.8125
AAOI	2015-07-03	0.172	0.03	2,071,991	14,941,383	0.835	0.663	1.517	254.899994	41,549,500	257,910.5
AAOI	2015-07-10	0.167	-0.004	2,071,991	14,937,907	0.834	0.667	4.227	252.600006	43,166,000	231,938.59375
AAOI	2015-07-17	0.147	-0.02	2,306,839	14,942,945	0.845	0.698	2.124	288.100006	44,782,500	678,589
AAOI	2015-07-24	0.132	-0.015	2,306,839	14,938,006	0.844	0.712	2.658	277.100006	46,399,000	223,236
AAOI	2015-07-31	0.209	0.076	2,515,689	14,940,874	0.851	0.642	3.207	290.600006	48,015,500	237,499.796875
AAOI	2015-08-07	0.118	-0.091	2,515,689	15,121,281	0.851	0.733	5.566	330.399994	49,632,004	634,555.8125
AAOI	2015-08-14	0.112	-0.006	2,515,689	15,124,377	0.851	0.74	3.631	334.399994	50,164,356	555,528.625
AAOI	2015-08-21	0.094	-0.017	2,551,138	15,123,178	0.854	0.76	0.821	300.799988	50,696,716	696,093.8125
AAOI	2015-08-28	0.082	-0.012	2,551,138	15,120,796	0.854	0.772	3.667	319.200012	51,229,072	460,830.8125
AAOI	2015-09-04	0.144	0.062	2,773,411	15,121,468	0.862	0.718	0.107	305	51,761,428	296,412.1875
AAOI	2015-09-11	0.082	-0.062	2,773,411	15,123,031	0.862	0.779	2.173	307.299988	52,293,784	344,660.75
AAOI	2015-09-18	0.097	0.015	2,507,478	15,122,825	0.85	0.753	1.758	295.5	52,826,144	436,962.1875
AAOI	2015-09-25	0.13	0.033	2,507,478	15,124,717	0.85	0.72	2.897	266.799988	53,358,500	263,753.1875
AAOI	2015-10-02	0.054	-0.076	2,360,941	15,123,830	0.842	0.788	3.705	274.799988	53,890,856	326,473.8125
AAOI	2015-10-09	0.033	-0.022	2,360,941	15,124,378	0.842	0.81	4.184	304	54,423,216	193,284.203125
AAOI	2015-10-16	0.015	-0.018	2,766,765	15,123,789	0.855	0.84	2.057	281	54,955,572	349,612.40625
AAOI	2015-10-23	0.02	0.005	2,766,765	15,121,457	0.855	0.835	3.164	298.799988	55,487,928	312,922.40625

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