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
ABR	2016-04-01	-0.256	0.019	153,920	50,960,116	0.159	0.416	14.181	345	19,143,248	85,780
ABR	2016-04-08	-0.241	0.015	153,920	50,958,084	0.16	0.401	21.945999	340.399994	19,012,828	86,940
ABR	2016-04-15	-0.135	0.105	111,534	50,968,704	0.145	0.281	55.002998	342	18,882,408	71,300
ABR	2016-04-22	-0.235	-0.1	111,534	50,965,824	0.145	0.38	52.613998	343	18,751,988	68,200
ABR	2016-04-29	-0.144	0.091	111,534	50,958,084	0.145	0.289	42.442001	340.399994	18,621,566	89,780
ABR	2016-05-06	-0.196	-0.052	111,651	51,374,820	0.146	0.342	38.584	355	18,491,148	75,240
ABR	2016-05-13	-0.121	0.075	111,651	51,378,336	0.147	0.268	26.412001	365.299988	18,753,868	106,200
ABR	2016-05-20	-0.212	-0.091	102,274	51,379,820	0.143	0.356	55.129002	346.299988	19,016,588	71,800
ABR	2016-05-27	-0.129	0.083	102,274	51,376,812	0.143	0.272	41.108002	354.5	19,279,308	39,460
ABR	2016-06-03	-0.163	-0.034	124,133	51,387,700	0.153	0.316	22.375	359.200012	19,542,028	88,400
ABR	2016-06-10	-0.181	-0.018	124,133	51,387,700	0.153	0.334	53.056999	359.200012	19,804,748	96,280
ABR	2016-06-17	-0.13	0.051	118,192	51,382,352	0.151	0.281	51.313	349.399994	20,067,468	121,180
ABR	2016-06-24	-0.205	-0.074	118,192	51,380,812	0.151	0.355	37.924	353.5	20,330,188	88,380
ABR	2016-07-01	-0.189	0.015	99,651	51,382,224	0.135	0.324	33.353001	364.299988	20,592,908	123,940
ABR	2016-07-08	-0.147	0.043	99,651	51,386,556	0.135	0.282	42.299999	366.899994	20,855,628	42,175
ABR	2016-07-15	-0.162	-0.016	89,451	51,375,000	0.116	0.279	72.765999	369.899994	21,118,348	85,020
ABR	2016-07-22	-0.285	-0.122	89,451	51,386,556	0.117	0.401	57.368	366.899994	21,381,068	82,100
ABR	2016-07-29	-0.17	0.114	89,451	51,384,612	0.116	0.286	100.240997	367.399994	21,643,788	57,800
ABR	2016-08-05	-0.245	-0.075	86,275	51,387,756	0.116	0.361	88.737999	377.700012	21,906,508	80,800
ABR	2016-08-12	-0.217	0.028	86,275	51,383,560	0.116	0.332	88.691002	375.100006	23,737,346	130,200
ABR	2016-08-19	-0.23	-0.013	83,441	51,383,560	0.119	0.349	30.606001	375.100006	25,568,186	105,680
ABR	2016-08-26	-0.259	-0.029	83,441	51,378,416	0.119	0.378	34.396	395.100006	27,399,026	132,200
ABR	2016-09-02	-0.232	0.027	74,016	51,386,392	0.115	0.347	32.973	400.299988	29,229,864	112,000
ABR	2016-09-09	-0.284	-0.052	74,016	51,377,480	0.115	0.399	24.67	387.899994	31,060,704	142,250
ABR	2016-09-16	-0.21	0.074	112,993	51,382,116	0.14	0.35	31.742001	379.200012	32,891,544	117,540
ABR	2016-09-23	-0.24	-0.03	112,993	51,379,760	0.14	0.38	19.913	391	34,722,384	80,980
ABR	2016-09-30	-0.308	-0.068	78,797	51,388,136	0.108	0.416	38.432999	381.299988	36,553,220	157,420
ABR	2016-10-07	-0.297	0.011	78,797	51,387,756	0.108	0.405	10.631	377.700012	38,384,060	158,000
ABR	2016-10-14	-0.176	0.121	78,797	51,385,872	0.108	0.283	57.535999	378.200012	40,214,900	69,600
ABR	2016-10-21	-0.268	-0.092	76,093	51,382,976	0.107	0.375	58.044998	386.399994	42,045,740	107,140
ABR	2016-10-28	-0.206	0.062	76,093	51,381,672	0.107	0.313	25.514	375.600006	43,876,580	96,180
ABR	2016-11-04	-0.141	0.064	230,768	51,385,044	0.186	0.327	26.403999	371	45,707,420	59,340
ABR	2016-11-11	-0.158	-0.017	230,768	51,401,100	0.186	0.344	34.817001	374.200012	47,538,256	132,800
ABR	2016-11-18	-0.138	0.021	183,155.015625	51,403,508	0.166	0.304	13.682	380.899994	48,421,152	143,600
ABR	2016-11-25	-0.187	-0.049	183,155.015625	51,407,504	0.166	0.353	21.002001	383.5	49,304,044	72,950
ABR	2016-12-02	-0.143	0.044	172,104	51,405,624	0.16	0.303	25.556	384	50,186,940	130,000
ABR	2016-12-09	-0.258	-0.115	172,104	51,396,280	0.16	0.418	20.292	386.5	51,069,832	142,400
ABR	2016-12-16	-0.208	0.05	174,646	51,399,716	0.16	0.368	51.525002	356.200012	51,952,728	402,600
ABR	2016-12-23	-0.265	-0.057	174,646	51,405,624	0.16	0.425	13.661	384	52,835,620	122,800
ABR	2016-12-30	-0.185	0.081	170,543.015625	51,407,504	0.159	0.343	28.615999	383.5	53,718,512	84,400
ABR	2017-01-06	-0.257	-0.072	170,543.015625	51,400,528	0.159	0.416	31.790001	392.700012	54,601,404	142,000
ABR	2017-01-13	-0.124	0.133	170,543.015625	51,402,120	0.159	0.283	31.761999	388.600006	55,484,300	81,600
ABR	2017-01-20	-0.239	-0.115	155,627.015625	51,398,136	0.155	0.394	34.176998	386	56,367,192	85,500
ABR	2017-01-27	-0.236	0.002	155,627.015625	51,400,000	0.155	0.392	21.534	385.5	57,250,084	78,000
ABR	2017-02-03	-0.102	0.134	136,595.015625	51,405,404	0.143	0.246	20.559999	380.399994	58,132,980	97,000
ABR	2017-02-10	-0.206	-0.104	136,595.015625	51,407,100	0.143	0.349	104.749001	376.299988	59,015,872	84,300
ABR	2017-02-17	-0.193	0.014	102,740	51,407,100	0.125	0.317	23.368	376.299988	59,898,768	95,300
ABR	2017-02-24	-0.205	-0.012	102,740	51,399,452	0.125	0.329	21.052999	378.299988	60,781,660	68,750
ABR	2017-03-03	-0.168	0.037	89,179	51,400,528	0.124	0.292	43.653999	392.700012	61,664,552	119,480
ABR	2017-03-10	-0.347	-0.179	89,179	51,404,636	0.124	0.471	26.427	398.899994	61,526,260	179,200
ABR	2017-03-17	-0.255	0.092	92,341	51,405,272	0.125	0.38	47.681999	409.700012	61,387,968	148,300
ABR	2017-03-24	-0.3	-0.045	92,341	51,405,472	0.125	0.425	21.318001	413.299988	61,249,676	216,800
ABR	2017-03-31	-0.292	0.008	98,279	51,396,184	0.131	0.423	19.337	430.700012	61,111,384	322,800
ABR	2017-04-07	-0.392	-0.1	98,279	51,396,452	0.131	0.523	61.875	434.299988	60,973,092	323,000
ABR	2017-04-14	-0.316	0.076	98,279	51,399,996	0.131	0.447	33.808998	436.899994	60,834,800	194,250
ABR	2017-04-21	-0.249	0.067	366,172	51,398,844	0.25	0.5	18.014999	444.600006	60,696,508	188,200
ABR	2017-04-28	-0.164	0.085	460,286.03125	51,402,084	0.288	0.452	2.88	443.600006	60,558,216	172,800
ABR	2017-05-05	-0.206	-0.042	460,286.03125	51,853,996	0.288	0.494	5.486	447.5	60,419,924	256,200
ABR	2017-05-12	-0.265	-0.059	460,286.03125	51,853,660	0.288	0.554	3.557	425.200012	60,294,712	1,619,000.125
ABR	2017-05-19	-0.245	0.02	707,488	51,848,224	0.375	0.62	7.668	423.600006	60,169,496	860,200
ABR	2017-05-26	-0.138	0.107	707,488	51,855,928	0.374	0.513	15.143	424.700012	60,044,284	363,200
ABR	2017-06-02	-0.076	0.062	1,029,210	51,854,544	0.46	0.536	3.404	427.799988	59,919,068	533,500
ABR	2017-06-09	-0.104	-0.027	1,029,210	51,849,236	0.46	0.564	2.763	440.200012	59,793,856	467,200
ABR	2017-06-16	-0.23	-0.126	559,864	51,854,936	0.316	0.546	6.381	436.100006	59,668,640	358,000
ABR	2017-06-23	-0.157	0.073	559,864	51,854,936	0.317	0.474	9.793	436.100006	59,543,428	205,200
ABR	2017-06-30	-0.05	0.107	959,442	51,846,520	0.437	0.487	1.769	432.399994	59,418,212	340,600
ABR	2017-07-07	-0.03	0.02	959,442	51,845,968	0.436	0.466	2.532	424.100006	59,293,000	215,250
ABR	2017-07-14	-0.009	0.022	959,442	51,846,904	0.436	0.445	3.587	426.700012	59,167,784	273,400
ABR	2017-07-21	-0.006	0.003	1,032,220.0625	51,851,852	0.442	0.448	1.682	434	59,042,572	217,000
ABR	2017-07-28	-0.007	-0.001	1,032,220.0625	51,854,544	0.442	0.449	3.95	427.799988	58,917,356	331,600
ABR	2017-08-04	-0.136	-0.129	655,464	61,351,024	0.308	0.443	5.175	508.600006	58,792,144	353,600
ABR	2017-08-11	-0.17	-0.035	655,464	61,344,740	0.308	0.479	6.951	501.799988	59,368,080	419,400
ABR	2017-08-18	-0.133	0.038	790,142	61,344,960	0.355	0.488	2.846	492.600006	59,944,016	305,000
ABR	2017-08-25	-0.101	0.032	790,142	61,351,692	0.355	0.456	6.859	490.200012	60,519,956	235,200
ABR	2017-09-01	-0.015	0.086	1,157,728	61,347,088	0.437	0.453	5.304	505.5	61,095,892	185,600
ABR	2017-09-08	-0.007	0.008	1,157,728	61,350,000	0.437	0.444	2.191	490.799988	61,671,828	282,750.03125
ABR	2017-09-15	0.01	0.017	1,098,953	61,355,720	0.41	0.4	4.612	493.299988	62,247,764	225,400
ABR	2017-09-22	0.001	-0.009	1,098,953	61,350,000	0.41	0.41	3.314	490.799988	62,823,704	205,000
ABR	2017-09-29	-0.067	-0.067	1,098,953	61,353,660	0.41	0.477	3.796	503.100006	63,399,640	524,000
ABR	2017-10-06	-0.038	0.028	1,223,504	61,355,528	0.436	0.475	6.917	516	63,975,576	340,600
ABR	2017-10-13	0.001	0.039	1,223,504	61,346,156	0.436	0.435	0.889	510.399994	64,551,516	325,200
ABR	2017-10-20	0.012	0.011	1,281,071	61,346,840	0.455	0.443	1.035	514.700012	65,127,452	388,400
ABR	2017-10-27	-0.013	-0.024	1,281,071	61,352,656	0.454	0.467	4.184	508	65,703,388	322,000
ABR	2017-11-03	0.043	0.055	1,640,931	61,707,600	0.522	0.48	2.029	527.599976	66,279,328	372,400
ABR	2017-11-10	-0.002	-0.045	1,640,931	61,707,896	0.523	0.526	1.621	523.900024	66,580,656	545,200
ABR	2017-11-17	0.038	0.041	1,843,170	61,705,884	0.553	0.515	1.821	524.5	66,881,988	497,800
ABR	2017-11-24	0.033	-0.005	1,843,170	61,702,860	0.553	0.52	3.345	539.900024	67,183,320	345,000
ABR	2017-12-01	0.114	0.081	2,660,470	61,699,424	0.629	0.516	2.586	533.700012	67,484,648	458,000
ABR	2017-12-08	0.118	0.004	2,660,470	61,697,460	0.63	0.512	1.722	534.299988	67,785,976	462,200
ABR	2017-12-15	0.137	0.019	3,380,574	61,699,200	0.673	0.536	1.69	537.400024	68,087,304	1,248,400
ABR	2017-12-22	0.069	-0.068	3,380,574	61,701,384	0.673	0.604	2.519	533.099976	68,388,640	529,400
ABR	2017-12-29	0.185	0.116	3,380,574	61,701,384	0.673	0.488	0.884	533.099976	68,689,968	267,250
ABR	2018-01-05	0.155	-0.029	4,442,910	61,705,604	0.723	0.568	1.17	528.200012	68,991,296	492,750.03125
ABR	2018-01-12	0.17	0.015	4,442,910	61,703,872	0.723	0.552	0.88	525.099976	69,292,624	452,800
ABR	2018-01-19	0.26	0.09	5,549,876	61,706,160	0.769	0.509	0.462	520.799988	69,593,960	512,750.03125
ABR	2018-01-26	0.276	0.016	5,549,876	61,700,112	0.769	0.492	1.204	522.599976	69,895,288	283,800
ABR	2018-02-02	0.2	-0.076	5,812,941	61,707,924	0.768	0.568	1.267	498.600006	70,196,616	583,000
ABR	2018-02-09	0.251	0.051	5,812,941	61,699,748	0.768	0.517	0.096	497.299988	70,497,944	559,400
ABR	2018-02-16	0.179	-0.072	5,532,110	61,708,184	0.766	0.586	1.271	520.200012	70,799,280	381,400
ABR	2018-02-23	0.178	-0.001	5,532,110	61,727,376	0.766	0.587	0.724	525.299988	71,100,608	584,750

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