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
AB	2013-11-08	0.08	-0.031	2,193,693	92,065,160	0.552	0.472	0.522	2,006.099976	38,062,376	319,200
AB	2013-11-15	0.086	0.006	1,870,251	92,066,112	0.52	0.434	0.829	2,005.199951	39,841,564	309,600
AB	2013-11-22	0.103	0.017	1,870,251	92,065,968	0.52	0.417	0.798	2,009.800049	41,620,752	490,600
AB	2013-11-29	0.068	-0.035	1,870,251	92,068,496	0.519	0.451	1.331	2,043	43,399,940	352,000
AB	2013-12-06	0.082	0.014	1,934,780	92,067,728	0.534	0.451	0.766	2,039.300049	45,179,124	571,000
AB	2013-12-13	0.087	0.005	1,934,780	92,068,000	0.534	0.447	0.752	1,976.699951	46,958,312	418,000
AB	2013-12-20	0.105	0.018	2,210,184	92,065,120	0.568	0.463	0.968	1,979.400024	48,737,500	350,000
AB	2013-12-27	0.144	0.039	2,210,184	92,069,120	0.568	0.424	0.565	1,997.900024	50,516,688	313,000
AB	2014-01-03	0.177	0.033	2,281,622	92,066,272	0.575	0.399	0.533	2,000.599976	52,295,876	287,500
AB	2014-01-10	0.14	-0.037	2,281,622	92,067,416	0.575	0.436	0.712	2,048.5	54,075,064	289,400
AB	2014-01-17	0.196	0.057	2,359,451	92,064,888	0.592	0.396	0.839	2,100	55,854,248	450,200
AB	2014-01-24	0.176	-0.02	2,359,451	92,065,072	0.592	0.416	0.464	2,037.400024	57,633,436	234,500
AB	2014-01-31	0.194	0.018	2,382,185	92,068,040	0.589	0.396	0.558	2,056.800049	59,412,624	285,200
AB	2014-02-07	0.15	-0.043	2,382,185	92,067,872	0.59	0.439	0.509	2,034.699951	61,191,812	346,000
AB	2014-02-14	0.14	-0.011	2,382,185	96,030,216	0.58	0.44	0.832	2,288.399902	62,971,000	488,200
AB	2014-02-21	0.172	0.032	2,753,926	96,029,168	0.608	0.436	0.619	2,304.699951	61,007,364	863,000
AB	2014-02-28	0.201	0.029	2,753,926	96,028,080	0.608	0.408	0.507	2,325.800049	59,043,728	295,400
AB	2014-03-07	0.121	-0.08	2,129,398	96,029,352	0.534	0.413	0.522	2,290.300049	57,080,092	288,400
AB	2014-03-14	0.135	0.015	2,129,398	96,029,168	0.535	0.399	0.762	2,304.699951	55,116,456	430,400
AB	2014-03-21	0.119	-0.016	2,494,213	96,030,264	0.577	0.458	0.665	2,474.699951	53,152,820	533,400
AB	2014-03-28	0.179	0.06	2,494,213	96,029,288	0.578	0.4	0.644	2,425.699951	51,189,180	391,000
AB	2014-04-04	0.178	0	2,418,201	96,026,752	0.559	0.38	0.719	2,441	49,225,544	477,600
AB	2014-04-11	0.139	-0.04	2,418,201	96,028,768	0.559	0.42	0.666	2,403.600098	47,261,908	517,800
AB	2014-04-18	0.126	-0.012	2,491,992	96,027,568	0.558	0.431	0.707	2,439.100098	45,298,272	285,500
AB	2014-04-25	0.082	-0.044	2,491,992	96,027,344	0.558	0.475	0.737	2,458.300049	43,334,636	336,800
AB	2014-05-02	0.097	0.014	2,164,445	96,239,936	0.507	0.411	0.698	2,390.600098	41,371,000	348,400
AB	2014-05-09	0.069	-0.027	2,164,445	96,238,720	0.508	0.439	0.923	2,241.399902	41,916,848	388,400
AB	2014-05-16	0.082	0.013	2,135,547	96,237,952	0.498	0.416	0.155	2,297.199951	42,462,692	330,600
AB	2014-05-23	0.085	0.003	2,135,547	96,237,280	0.498	0.413	0.618	2,271.199951	43,008,540	275,800
AB	2014-05-30	0.067	-0.018	1,919,891	96,239,176	0.45	0.383	1.011	2,333.800049	43,554,384	364,500
AB	2014-06-06	0.019	-0.048	1,919,891	96,238,456	0.449	0.43	0.631	2,502.199951	44,100,232	470,200
AB	2014-06-13	0.018	-0.001	1,919,891	96,238,176	0.45	0.432	0.75	2,440.600098	44,646,076	419,000
AB	2014-06-20	0.176	0.158	2,588,334	96,239,216	0.542	0.367	0.447	2,454.100098	45,191,924	385,600
AB	2014-06-27	0.123	-0.053	2,588,334	96,236,768	0.542	0.419	0.495	2,455	45,737,768	236,400
AB	2014-07-04	-0.024	-0.147	1,205,280	96,236,360	0.33	0.354	1.474	2,557	46,283,616	209,750
AB	2014-07-11	-0.057	-0.033	1,205,280	96,237,888	0.33	0.387	1.572	2,581.100098	46,829,460	326,800
AB	2014-07-18	-0.115	-0.058	920,131.9375	96,239,200	0.283	0.398	1.997	2,671.600098	47,375,308	246,000
AB	2014-07-25	-0.088	0.027	920,131.9375	96,237,480	0.282	0.37	2.594	2,593.600098	47,921,152	200,800
AB	2014-08-01	-0.086	0.002	1,060,423	96,809,744	0.309	0.395	1.697	2,503.5	48,467,000	365,200
AB	2014-08-08	-0.09	-0.004	1,060,423	96,810,688	0.309	0.398	1.261	2,464.800049	48,584,416	266,400
AB	2014-08-15	-0.053	0.037	943,418	96,811,760	0.295	0.348	1.654	2,468.699951	48,701,832	215,400
AB	2014-08-22	-0.132	-0.08	943,418	96,811,048	0.296	0.428	1.693	2,592.600098	48,819,248	261,800
AB	2014-08-29	-0.087	0.046	943,418	96,811,280	0.295	0.382	1.523	2,677.800049	48,936,668	205,400
AB	2014-09-05	-0.104	-0.017	797,052.0625	96,812,944	0.272	0.376	2.189	2,603.300049	49,054,084	179,500
AB	2014-09-12	-0.093	0.01	797,052.0625	96,810,912	0.273	0.366	1.939	2,662.300049	49,171,500	203,800
AB	2014-09-19	-0.087	0.007	827,724.0625	96,811,064	0.278	0.365	2.102	2,659.399902	49,288,916	151,400
AB	2014-09-26	-0.128	-0.041	827,724.0625	96,810,192	0.277	0.405	1.514	2,585.800049	49,406,332	206,800
AB	2014-10-03	-0.104	0.025	786,156.0625	96,811,200	0.264	0.368	1.728	2,522.899902	49,523,752	215,200
AB	2014-10-10	-0.119	-0.015	786,156.0625	96,812,552	0.263	0.382	1.86	2,344.800049	49,641,168	284,600
AB	2014-10-17	-0.111	0.008	900,332.0625	96,810,880	0.284	0.395	1.69	2,349.600098	49,758,584	481,200
AB	2014-10-24	-0.148	-0.037	900,332.0625	97,161,488	0.283	0.431	2.344	2,533	49,876,000	292,600
AB	2014-10-31	-0.186	-0.038	803,794	97,161,648	0.264	0.45	1.983	2,584.5	50,731,432	272,800
AB	2014-11-07	-0.149	0.037	803,794	97,161,904	0.263	0.412	1.85	2,550.5	51,586,876	276,400
AB	2014-11-14	-0.178	-0.029	803,794	97,159,176	0.263	0.441	1.73	2,551.399902	52,442,312	259,800
AB	2014-11-21	-0.152	0.026	719,591	97,158,368	0.248	0.4	2.232	2,595.100098	53,297,752	294,000
AB	2014-11-28	-0.118	0.033	719,591	97,160,960	0.248	0.367	1.095	2,607.800049	54,153,188	155,000
AB	2014-12-05	-0.179	-0.06	659,954	97,158,256	0.248	0.427	1.909	2,523.199951	55,008,624	255,400
AB	2014-12-12	-0.19	-0.011	659,954	97,161,712	0.248	0.438	2.305	2,355.199951	55,864,068	675,400
AB	2014-12-19	-0.138	0.052	800,017	97,161,232	0.272	0.41	2.014	2,416.399902	56,719,500	293,400
AB	2014-12-26	-0.156	-0.018	800,017	97,158,304	0.272	0.428	1.748	2,516.399902	57,574,936	263,250
AB	2015-01-02	-0.209	-0.053	485,638.03125	97,160,912	0.215	0.423	2.81	2,535.899902	58,430,376	318,500
AB	2015-01-09	-0.265	-0.057	485,638.03125	97,161,264	0.215	0.48	3.459	2,488.300049	59,285,812	303,400
AB	2015-01-16	-0.145	0.12	513,972	97,158,960	0.224	0.369	2.006	2,499.899902	60,141,248	192,200
AB	2015-01-23	-0.18	-0.035	513,972	97,159,096	0.224	0.404	2.733	2,565	60,996,688	263,250
AB	2015-01-30	-0.151	0.029	525,851	97,160,592	0.22	0.371	3.087	2,347.399902	61,852,124	379,000
AB	2015-02-06	-0.183	-0.032	525,851	97,158,680	0.22	0.403	3.481	2,455.199951	62,707,564	387,600
AB	2015-02-13	-0.212	-0.029	525,851	100,758,192	0.218	0.43	2.936	2,737.600098	63,563,000	431,000
AB	2015-02-20	-0.192	0.02	497,292	100,758,192	0.212	0.404	2.756	2,737.600098	62,476,908	404,249.96875
AB	2015-02-27	-0.205	-0.013	497,292	100,757,680	0.212	0.417	2.482	2,885.699951	61,390,820	469,600
AB	2015-03-06	-0.263	-0.058	353,397	100,755,376	0.187	0.45	3.834	2,854.399902	60,304,728	345,400
AB	2015-03-13	-0.271	-0.008	353,397	100,758,160	0.187	0.458	5.219	2,870.600098	59,218,636	357,600
AB	2015-03-20	-0.257	0.014	400,881.96875	100,756,544	0.193	0.45	3.885	3,116.399902	58,132,544	402,800
AB	2015-03-27	-0.215	0.043	400,881.96875	100,756,336	0.193	0.408	4.798	3,064	57,046,456	262,600
AB	2015-04-03	-0.149	0.065	683,610	100,757,280	0.243	0.392	2.36	3,113.399902	55,960,364	197,500
AB	2015-04-10	-0.151	-0.001	683,610	100,756,704	0.242	0.393	1.932	3,155.699951	54,874,272	150,000
AB	2015-04-17	-0.097	0.054	868,187	100,756,952	0.275	0.371	3.245	3,154.699951	53,788,180	260,000
AB	2015-04-24	-0.116	-0.019	868,187	100,757,328	0.275	0.391	1.668	3,193	52,702,092	184,400
AB	2015-05-01	-0.127	-0.011	796,112	100,324,496	0.263	0.39	1.86	3,215.399902	51,615,996	306,000
AB	2015-05-08	-0.113	0.014	796,112	100,324,032	0.263	0.376	1.933	3,127.100098	51,830,848	342,000
AB	2015-05-15	-0.123	-0.01	609,448	100,325,200	0.234	0.357	1.938	3,085	52,045,692	226,000
AB	2015-05-22	-0.177	-0.054	609,448	100,323,696	0.234	0.411	2.184	3,192.300049	52,260,540	230,800
AB	2015-05-29	-0.155	0.022	609,448	100,325,248	0.235	0.39	2.678	3,146.199951	52,475,384	224,250
AB	2015-06-05	-0.131	0.024	692,435	100,323,200	0.245	0.376	2.172	3,166.199951	52,690,232	225,400
AB	2015-06-12	-0.121	0.01	692,435	100,325,072	0.245	0.366	1.893	3,117.100098	52,905,076	279,400
AB	2015-06-19	-0.083	0.038	766,444.0625	100,326,160	0.254	0.337	1.803	3,076	53,119,924	169,800
AB	2015-06-26	-0.125	-0.042	766,444.0625	100,325,688	0.254	0.379	1.274	3,018.800049	53,334,768	265,400
AB	2015-07-03	-0.041	0.084	832,206	100,324,232	0.261	0.302	1.498	2,939.5	53,549,616	140,500
AB	2015-07-10	-0.131	-0.089	832,206	100,325,144	0.26	0.391	2.345	2,900.399902	53,764,460	128,600
AB	2015-07-17	-0.029	0.102	1,014,731	100,322,808	0.288	0.317	1.419	2,859.199951	53,979,308	454,200
AB	2015-07-24	-0.068	-0.04	1,014,731	100,324,776	0.288	0.356	1.975	2,656.600098	54,194,152	199,000
AB	2015-07-31	-0.044	0.024	1,060,383	100,713,512	0.293	0.338	1.739	2,766.600098	54,409,000	209,000
AB	2015-08-07	-0.144	-0.1	1,060,383	100,712,760	0.294	0.438	1.169	2,826	53,957,248	327,800
AB	2015-08-14	-0.09	0.054	1,060,383	100,713,280	0.294	0.384	1.607	2,880.399902	53,505,500	321,000
AB	2015-08-21	-0.132	-0.042	838,075	100,712,368	0.264	0.395	1.767	2,629.600098	53,053,752	270,400
AB	2015-08-28	-0.226	-0.095	838,075	100,713,760	0.263	0.489	2.025	2,751.5	52,602,000	350,200
AB	2015-09-04	-0.077	0.149	1,055,653	100,714,288	0.291	0.367	0.961	2,552.100098	52,150,248	248,400
AB	2015-09-11	-0.125	-0.048	1,055,653	100,713,744	0.29	0.415	1.929	2,652.800049	51,698,500	222,000
AB	2015-09-18	-0.043	0.082	1,380,079	100,711,864	0.321	0.364	1.046	2,673.899902	51,246,752	203,200
AB	2015-09-25	0.019	0.062	1,380,079	100,711,032	0.321	0.303	0.865	2,648.699951	50,795,000	141,800
AB	2015-10-02	0.007	-0.011	1,555,938	100,714,288	0.329	0.322	1.209	2,608.5	50,343,248	259,800

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