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
AB	2013-07-19	-0.092	0.054	1,199,322	105,567,816	0.347	0.438	1.439	2,296.100098	45,064,152	388,400
AB	2013-07-26	-0.053	0.038	1,199,322	105,567,056	0.346	0.4	1.185	2,345.699951	45,252,076	291,600
AB	2013-08-02	0.005	0.059	1,599,006	105,953,832	0.41	0.405	0.834	2,432.699951	45,440,000	216,800
AB	2013-08-09	-0.004	-0.009	1,599,006	105,950,752	0.411	0.415	1.061	2,323.5	44,528,668	194,400
AB	2013-08-16	0.07	0.074	1,764,315	105,953,320	0.464	0.395	0.677	2,133.899902	43,617,332	309,200
AB	2013-08-23	0.063	-0.007	1,764,315	105,953,104	0.465	0.402	0.869	2,078.800049	42,706,000	351,600
AB	2013-08-30	0.107	0.044	2,006,645	105,954,480	0.504	0.397	0.835	2,048.100098	41,794,668	276,600
AB	2013-09-06	0.113	0.006	2,006,645	105,952,024	0.504	0.39	0.64	2,120.100098	40,883,332	259,750
AB	2013-09-13	0.105	-0.009	2,006,645	105,954,272	0.504	0.399	1.121	2,131.800049	39,972,000	269,600
AB	2013-09-20	0.128	0.023	2,346,985	105,952,264	0.536	0.408	0.491	2,219.699951	39,060,668	400,800
AB	2013-09-27	0.141	0.013	2,346,985	105,954,544	0.537	0.396	0.74	2,097.899902	38,149,332	304,600
AB	2013-10-04	0.131	-0.009	2,354,775	105,953,816	0.529	0.398	0.592	2,110.600098	37,238,000	273,600
AB	2013-10-11	0.125	-0.007	2,354,775	105,951,920	0.528	0.404	0.894	2,159.300049	36,326,668	423,400
AB	2013-10-18	0.107	-0.018	2,303,577	105,950,488	0.53	0.423	0.873	2,268.399902	35,415,332	420,200
AB	2013-10-25	0.151	0.045	2,303,577	92,066,112	0.562	0.411	0.564	2,005.199951	34,504,000	415,800
AB	2013-11-01	0.089	-0.062	2,193,693	92,064,976	0.551	0.461	0.738	2,068.699951	36,283,188	515,200
AB	2013-11-08	0.114	0.025	2,193,693	92,065,160	0.552	0.438	0.626	2,006.099976	38,062,376	319,200
AB	2013-11-15	0.091	-0.023	1,870,251	92,066,112	0.521	0.43	0.728	2,005.199951	39,841,564	309,600
AB	2013-11-22	0.089	-0.001	1,870,251	92,065,968	0.52	0.431	0.663	2,009.800049	41,620,752	490,600
AB	2013-11-29	0.084	-0.005	1,870,251	92,068,496	0.52	0.435	0.188	2,043	43,399,940	352,000
AB	2013-12-06	0.047	-0.037	1,934,780	92,067,728	0.534	0.487	1.102	2,039.300049	45,179,124	571,000
AB	2013-12-13	0.072	0.025	1,934,780	92,068,000	0.534	0.462	0.833	1,976.699951	46,958,312	418,000
AB	2013-12-20	0.128	0.056	2,210,184	92,065,120	0.569	0.441	0.534	1,979.400024	48,737,500	350,000
AB	2013-12-27	0.133	0.005	2,210,184	92,069,120	0.569	0.436	0.855	1,997.900024	50,516,688	313,000
AB	2014-01-03	0.154	0.021	2,281,622	92,066,272	0.576	0.422	0.628	2,000.599976	52,295,876	287,500
AB	2014-01-10	0.147	-0.007	2,281,622	92,067,416	0.575	0.428	0.869	2,048.5	54,075,064	289,400
AB	2014-01-17	0.188	0.041	2,359,451	92,064,888	0.592	0.404	0.613	2,100	55,854,248	450,200
AB	2014-01-24	0.149	-0.039	2,359,451	92,065,072	0.592	0.443	0.68	2,037.400024	57,633,436	234,500
AB	2014-01-31	0.179	0.029	2,382,185	92,068,040	0.59	0.411	0.607	2,056.800049	59,412,624	285,200
AB	2014-02-07	0.164	-0.014	2,382,185	92,067,872	0.59	0.426	0.598	2,034.699951	61,191,812	346,000
AB	2014-02-14	0.165	0.001	2,382,185	96,030,216	0.58	0.415	0.743	2,288.399902	62,971,000	488,200
AB	2014-02-21	0.131	-0.035	2,753,926	96,029,168	0.608	0.477	0.7	2,304.699951	61,007,364	863,000
AB	2014-02-28	0.211	0.08	2,753,926	96,028,080	0.608	0.398	0.602	2,325.800049	59,043,728	295,400
AB	2014-03-07	0.139	-0.072	2,129,398	96,029,352	0.534	0.395	0.481	2,290.300049	57,080,092	288,400
AB	2014-03-14	0.101	-0.038	2,129,398	96,029,168	0.535	0.434	0.966	2,304.699951	55,116,456	430,400
AB	2014-03-21	0.174	0.073	2,494,213	96,030,264	0.578	0.404	0.547	2,474.699951	53,152,820	533,400
AB	2014-03-28	0.146	-0.028	2,494,213	96,029,288	0.578	0.432	0.73	2,425.699951	51,189,180	391,000
AB	2014-04-04	0.117	-0.029	2,418,201	96,026,752	0.559	0.442	0.658	2,441	49,225,544	477,600
AB	2014-04-11	0.138	0.021	2,418,201	96,028,768	0.559	0.421	0.588	2,403.600098	47,261,908	517,800
AB	2014-04-18	0.121	-0.017	2,491,992	96,027,568	0.558	0.437	0.766	2,439.100098	45,298,272	285,500
AB	2014-04-25	0.097	-0.024	2,491,992	96,027,344	0.558	0.461	0.581	2,458.300049	43,334,636	336,800
AB	2014-05-02	0.089	-0.008	2,164,445	96,239,936	0.508	0.419	0.711	2,390.600098	41,371,000	348,400
AB	2014-05-09	0.064	-0.025	2,164,445	96,238,720	0.509	0.444	0.884	2,241.399902	41,916,848	388,400
AB	2014-05-16	0.114	0.05	2,135,547	96,237,952	0.498	0.384	0.533	2,297.199951	42,462,692	330,600
AB	2014-05-23	0.066	-0.049	2,135,547	96,237,280	0.498	0.432	0.985	2,271.199951	43,008,540	275,800
AB	2014-05-30	0.102	0.036	1,919,891	96,239,176	0.45	0.348	0.828	2,333.800049	43,554,384	364,500
AB	2014-06-06	0.014	-0.088	1,919,891	96,238,456	0.45	0.436	0.857	2,502.199951	44,100,232	470,200
AB	2014-06-13	0	-0.014	1,919,891	96,238,176	0.451	0.45	0.927	2,440.600098	44,646,076	419,000
AB	2014-06-20	0.132	0.132	2,588,334	96,239,216	0.542	0.41	0.515	2,454.100098	45,191,924	385,600
AB	2014-06-27	0.104	-0.028	2,588,334	96,236,768	0.542	0.438	0.479	2,455	45,737,768	236,400
AB	2014-07-04	-0.016	-0.121	1,205,280	96,236,360	0.331	0.348	0.801	2,557	46,283,616	209,750
AB	2014-07-11	-0.039	-0.022	1,205,280	96,237,888	0.331	0.37	1.179	2,581.100098	46,829,460	326,800
AB	2014-07-18	-0.105	-0.066	920,131.9375	96,239,200	0.284	0.389	1.493	2,671.600098	47,375,308	246,000
AB	2014-07-25	-0.085	0.02	920,131.9375	96,237,480	0.284	0.368	2.186	2,593.600098	47,921,152	200,800
AB	2014-08-01	-0.066	0.019	1,060,423	96,809,744	0.31	0.376	1.742	2,503.5	48,467,000	365,200
AB	2014-08-08	-0.085	-0.019	1,060,423	96,810,688	0.31	0.395	1.213	2,464.800049	48,584,416	266,400
AB	2014-08-15	-0.092	-0.007	943,418	96,811,760	0.296	0.388	1.23	2,468.699951	48,701,832	215,400
AB	2014-08-22	-0.128	-0.036	943,418	96,811,048	0.297	0.425	1.723	2,592.600098	48,819,248	261,800
AB	2014-08-29	-0.089	0.04	943,418	96,811,280	0.297	0.386	1.264	2,677.800049	48,936,668	205,400
AB	2014-09-05	-0.115	-0.026	797,052.0625	96,812,944	0.274	0.388	1.688	2,603.300049	49,054,084	179,500
AB	2014-09-12	-0.116	-0.001	797,052.0625	96,810,912	0.274	0.39	2.325	2,662.300049	49,171,500	203,800
AB	2014-09-19	-0.057	0.059	827,724.0625	96,811,064	0.279	0.336	1.814	2,659.399902	49,288,916	151,400
AB	2014-09-26	-0.096	-0.039	827,724.0625	96,810,192	0.278	0.374	2.035	2,585.800049	49,406,332	206,800
AB	2014-10-03	-0.09	0.005	786,156.0625	96,811,200	0.265	0.355	2.931	2,522.899902	49,523,752	215,200
AB	2014-10-10	-0.096	-0.006	786,156.0625	96,812,552	0.264	0.36	2.157	2,344.800049	49,641,168	284,600
AB	2014-10-17	-0.104	-0.008	900,332.0625	96,810,880	0.285	0.389	1.122	2,349.600098	49,758,584	481,200
AB	2014-10-24	-0.146	-0.042	900,332.0625	97,161,488	0.284	0.43	1.423	2,533	49,876,000	292,600
AB	2014-10-31	-0.169	-0.023	803,794	97,161,648	0.265	0.434	1.864	2,584.5	50,731,432	272,800
AB	2014-11-07	-0.197	-0.027	803,794	97,161,904	0.264	0.46	2.117	2,550.5	51,586,876	276,400
AB	2014-11-14	-0.191	0.005	803,794	97,159,176	0.264	0.455	2.207	2,551.399902	52,442,312	259,800
AB	2014-11-21	-0.156	0.035	719,591	97,158,368	0.249	0.405	2.871	2,595.100098	53,297,752	294,000
AB	2014-11-28	-0.146	0.01	719,591	97,160,960	0.249	0.395	2.3	2,607.800049	54,153,188	155,000
AB	2014-12-05	-0.177	-0.031	659,954	97,158,256	0.249	0.426	1.923	2,523.199951	55,008,624	255,400
AB	2014-12-12	-0.197	-0.021	659,954	97,161,712	0.249	0.446	3.063	2,355.199951	55,864,068	675,400
AB	2014-12-19	-0.158	0.039	800,017	97,161,232	0.273	0.431	1.818	2,416.399902	56,719,500	293,400
AB	2014-12-26	-0.178	-0.02	800,017	97,158,304	0.272	0.45	1.86	2,516.399902	57,574,936	263,250
AB	2015-01-02	-0.217	-0.04	485,638.03125	97,160,912	0.216	0.433	4.711	2,535.899902	58,430,376	318,500
AB	2015-01-09	-0.263	-0.045	485,638.03125	97,161,264	0.216	0.478	3.588	2,488.300049	59,285,812	303,400
AB	2015-01-16	-0.184	0.078	513,972	97,158,960	0.225	0.409	2.244	2,499.899902	60,141,248	192,200
AB	2015-01-23	-0.206	-0.022	513,972	97,159,096	0.225	0.431	2.889	2,565	60,996,688	263,250
AB	2015-01-30	-0.188	0.018	525,851	97,160,592	0.22	0.408	2.978	2,347.399902	61,852,124	379,000
AB	2015-02-06	-0.175	0.012	525,851	97,158,680	0.22	0.396	3.653	2,455.199951	62,707,564	387,600
AB	2015-02-13	-0.181	-0.006	525,851	100,758,192	0.218	0.4	2.917	2,737.600098	63,563,000	431,000
AB	2015-02-20	-0.204	-0.023	497,292	100,758,192	0.212	0.416	2.591	2,737.600098	62,476,908	404,249.96875
AB	2015-02-27	-0.235	-0.031	497,292	100,757,680	0.213	0.448	4.122	2,885.699951	61,390,820	469,600
AB	2015-03-06	-0.208	0.027	353,397	100,755,376	0.187	0.395	3.658	2,854.399902	60,304,728	345,400
AB	2015-03-13	-0.229	-0.021	353,397	100,758,160	0.187	0.416	5.812	2,870.600098	59,218,636	357,600
AB	2015-03-20	-0.241	-0.012	400,881.96875	100,756,544	0.194	0.435	4.51	3,116.399902	58,132,544	402,800
AB	2015-03-27	-0.216	0.025	400,881.96875	100,756,336	0.194	0.41	4.109	3,064	57,046,456	262,600
AB	2015-04-03	-0.164	0.053	683,610	100,757,280	0.243	0.407	2.676	3,113.399902	55,960,364	197,500
AB	2015-04-10	-0.116	0.048	683,610	100,756,704	0.243	0.359	1.936	3,155.699951	54,874,272	150,000
AB	2015-04-17	-0.099	0.017	868,187	100,756,952	0.275	0.374	1.323	3,154.699951	53,788,180	260,000
AB	2015-04-24	-0.134	-0.035	868,187	100,757,328	0.275	0.409	1.641	3,193	52,702,092	184,400
AB	2015-05-01	-0.124	0.01	796,112	100,324,496	0.263	0.387	2.274	3,215.399902	51,615,996	306,000
AB	2015-05-08	-0.127	-0.003	796,112	100,324,032	0.263	0.389	1.938	3,127.100098	51,830,848	342,000
AB	2015-05-15	-0.173	-0.047	609,448	100,325,200	0.235	0.408	1.729	3,085	52,045,692	226,000
AB	2015-05-22	-0.191	-0.018	609,448	100,323,696	0.235	0.426	2.493	3,192.300049	52,260,540	230,800
AB	2015-05-29	-0.138	0.054	609,448	100,325,248	0.235	0.373	2.029	3,146.199951	52,475,384	224,250
AB	2015-06-05	-0.171	-0.033	692,435	100,323,200	0.246	0.416	2.539	3,166.199951	52,690,232	225,400
AB	2015-06-12	-0.149	0.022	692,435	100,325,072	0.246	0.394	2.253	3,117.100098	52,905,076	279,400

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