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
ABM	2018-09-21	0.2	-0.005	6,353,183.5	65,853,080	0.773	0.573	0.307	2,223.199951	1,627,553,280	626,400
ABM	2018-09-28	0.262	0.062	6,353,183.5	65,851,160	0.773	0.511	0.182	2,123.699951	1,629,180,032	387,600
ABM	2018-10-05	0.22	-0.042	6,030,495.5	65,852,432	0.766	0.546	0.28	2,097.399902	1,630,806,656	672,200
ABM	2018-10-12	0.184	-0.037	6,030,495.5	65,851,900	0.766	0.582	0.366	2,009.800049	1,632,433,280	729,600
ABM	2018-10-19	0.24	0.057	6,143,021	65,852,204	0.765	0.525	0.24	2,094.100098	1,634,060,032	445,000
ABM	2018-10-26	0.209	-0.031	6,143,021	65,851,900	0.765	0.556	0.218	2,009.800049	1,635,686,656	490,600
ABM	2018-11-02	0.194	-0.015	6,154,990	65,851,296	0.768	0.574	0.328	2,107.899902	1,637,313,280	731,000
ABM	2018-11-09	0.26	0.066	6,154,990	65,850,832	0.77	0.51	0.184	2,101.300049	1,638,940,032	372,200
ABM	2018-11-16	0.252	-0.008	7,073,768	65,853,196	0.792	0.539	0.203	2,072.399902	1,640,566,656	468,600
ABM	2018-11-23	0.305	0.053	7,073,768	65,851,800	0.792	0.486	0.219	1,990.699951	1,642,193,280	265,750
ABM	2018-11-30	0.286	-0.02	6,853,165	65,852,272	0.789	0.503	0.268	2,086.199951	1,643,820,032	658,600
ABM	2018-12-07	0.239	-0.047	6,853,165	65,851,060	0.788	0.549	0.242	1,857	1,645,446,656	493,500
ABM	2018-12-14	0.265	0.026	6,853,165	65,853,280	0.787	0.522	0.186	1,705.599976	1,647,073,280	514,200
ABM	2018-12-21	0.191	-0.074	6,795,479	66,028,488	0.785	0.594	0.279	1,993.400024	1,648,700,032	1,540,600.125
ABM	2018-12-28	0.218	0.027	6,795,479	66,030,876	0.784	0.566	0.161	2,052.899902	1,644,990,848	698,499.9375
ABM	2019-01-04	0.225	0.007	6,749,745	66,029,372	0.786	0.562	0.275	2,113.600098	1,641,281,792	995,250
ABM	2019-01-11	0.132	-0.093	6,749,745	66,029,756	0.786	0.654	0.226	2,263.5	1,637,572,736	1,000,000
ABM	2019-01-18	0.308	0.176	7,438,794	66,028,352	0.8	0.493	0.166	2,375.699951	1,633,863,680	495,200
ABM	2019-01-25	0.178	-0.13	7,438,794	66,030,580	0.801	0.623	0.284	2,245.699951	1,630,154,496	657,250
ABM	2019-02-01	0.164	-0.014	6,774,137	66,030,488	0.784	0.62	0.371	2,252.300049	1,626,445,440	935,200
ABM	2019-02-08	0.256	0.092	6,774,137	66,030,052	0.785	0.529	0.25	2,285.300049	1,622,736,384	338,600
ABM	2019-02-15	0.278	0.022	6,532,522	66,030,388	0.777	0.499	0.171	2,390.300049	1,619,027,328	338,800
ABM	2019-02-22	0.159	-0.119	6,532,522	66,030,288	0.778	0.618	0.316	2,441.800049	1,615,318,144	355,500
ABM	2019-03-01	0.219	0.059	6,532,522	66,028,884	0.779	0.56	0.276	2,377.699951	1,611,609,088	451,200
ABM	2019-03-08	0.141	-0.078	5,881,497	66,240,440	0.759	0.618	0.224	2,165.399902	1,607,900,032	990,400
ABM	2019-03-15	0.093	-0.048	5,583,555	66,237,656	0.753	0.661	0.441	2,279.899902	1,606,884,608	561,400
ABM	2019-03-22	0.075	-0.018	5,583,555	66,239,664	0.754	0.679	0.369	2,244.199951	1,605,869,184	565,400
ABM	2019-03-29	0.174	0.099	5,583,555	66,239,340	0.755	0.581	0.251	2,407.800049	1,604,853,888	410,200
ABM	2019-04-05	0.101	-0.073	5,248,696	66,239,228	0.742	0.641	0.293	2,458.800049	1,603,838,464	378,600
ABM	2019-04-12	0.177	0.076	5,248,696	66,239,984	0.741	0.564	0.255	2,478.699951	1,602,823,040	339,200
ABM	2019-04-19	0.153	-0.024	4,811,022	66,237,624	0.728	0.575	0.194	2,475.300049	1,601,807,744	306,500
ABM	2019-04-26	0.16	0.007	4,811,022	66,239,272	0.728	0.567	0.371	2,469.399902	1,600,792,320	241,200
ABM	2019-05-03	0.197	0.037	4,623,644	66,238,264	0.722	0.525	0.18	2,540.899902	1,599,776,896	440,800
ABM	2019-05-10	0.198	0.002	4,623,644	66,239,564	0.723	0.525	0.295	2,538.300049	1,598,761,600	219,600
ABM	2019-05-17	0.218	0.02	4,239,076	66,238,776	0.708	0.49	0.399	2,507.800049	1,597,746,176	186,600
ABM	2019-05-24	0.186	-0.033	4,239,076	66,239,900	0.709	0.523	0.405	2,457.5	1,596,730,752	219,200
ABM	2019-05-31	0.292	0.107	3,930,165	66,239,996	0.692	0.4	0.202	2,401.199951	1,595,715,328	258,500
ABM	2019-06-07	0.169	-0.124	3,930,165	66,356,704	0.692	0.524	0.284	2,611.800049	1,594,700,032	575,800
ABM	2019-06-14	0.245	0.077	3,930,165	66,358,148	0.692	0.447	0.343	2,638.399902	1,598,792,320	475,800
ABM	2019-06-21	0.206	-0.039	4,055,416	66,357,184	0.692	0.486	0.235	2,615.800049	1,602,884,608	314,200
ABM	2019-06-28	0.182	-0.023	4,055,416	66,357,500	0.692	0.509	0.372	2,654.300049	1,606,976,896	398,200
ABM	2019-07-05	0.248	0.065	4,113,973	66,356,492	0.691	0.443	0.356	2,702.699951	1,611,069,184	268,500
ABM	2019-07-12	0.242	-0.006	4,113,973	66,358,344	0.691	0.45	0.241	2,733.300049	1,615,161,600	210,200
ABM	2019-07-19	0.231	-0.01	3,976,364	66,358,804	0.68	0.449	0.415	2,744.600098	1,619,253,888	330,200
ABM	2019-07-26	0.264	0.032	3,976,364	66,358,008	0.681	0.418	0.198	2,787.699951	1,623,346,176	283,400
ABM	2019-08-02	0.178	-0.085	3,575,105	66,357,832	0.661	0.483	0.56	2,700.100098	1,627,438,464	569,200
ABM	2019-08-09	0.207	0.029	3,575,105	66,358,712	0.663	0.456	0.541	2,693.5	1,631,530,752	271,400
ABM	2019-08-16	0.219	0.013	3,335,913	66,358,688	0.647	0.428	0.391	2,556.800049	1,635,623,040	245,000
ABM	2019-08-23	0.173	-0.047	3,335,913	66,357,224	0.647	0.474	0.646	2,444.600098	1,639,715,328	260,600
ABM	2019-08-30	0.218	0.046	3,220,049	66,358,024	0.637	0.419	0.33	2,472.5	1,643,807,744	405,800
ABM	2019-09-06	0.171	-0.047	3,220,049	66,414,832	0.637	0.466	0.371	2,347.100098	1,647,899,904	523,249.96875
ABM	2019-09-13	0.15	-0.021	3,220,049	66,415,976	0.636	0.486	0.537	2,410.899902	1,647,906,688	393,200
ABM	2019-09-20	0.215	0.065	3,563,366	66,415,468	0.655	0.44	0.426	2,388.300049	1,647,913,344	320,600
ABM	2019-09-27	0.189	-0.026	3,563,366	66,416,388	0.655	0.466	0.399	2,414.899902	1,647,920,000	337,600
ABM	2019-10-04	0.231	0.041	3,386,278	66,415,636	0.646	0.416	0.288	2,310.600098	1,647,926,656	312,400
ABM	2019-10-11	0.202	-0.029	3,386,278	66,414,728	0.647	0.446	0.328	2,398.899902	1,647,933,312	309,400
ABM	2019-10-18	0.237	0.035	3,280,362	66,414,292	0.638	0.401	0.522	2,491.199951	1,647,939,968	277,000
ABM	2019-10-25	0.23	-0.007	3,280,362	66,414,436	0.637	0.407	0.624	2,483.899902	1,647,946,624	265,800
ABM	2019-11-01	0.214	-0.016	3,326,819	66,415,252	0.638	0.424	0.416	2,421.5	1,647,953,280	443,800
ABM	2019-11-08	0.248	0.034	3,326,819	66,416,292	0.639	0.391	0.319	2,511.199951	1,647,960,192	247,200
ABM	2019-11-15	0.23	-0.018	3,274,753	66,415,940	0.639	0.409	0.056	2,516.5	1,647,966,720	183,200
ABM	2019-11-22	0.233	0.003	3,274,753	66,416,048	0.639	0.406	0.29	2,499.899902	1,647,973,376	201,400
ABM	2019-11-29	0.253	0.02	3,274,753	66,414,844	0.639	0.386	0.468	2,523.100098	1,647,980,032	195,000
ABM	2019-12-06	0.309	0.055	3,335,959	66,415,840	0.646	0.337	0.357	2,533.100098	1,647,986,688	235,600
ABM	2019-12-13	0.278	-0.031	3,335,959	66,416,824	0.646	0.368	0.57	2,463.399902	1,647,993,344	264,800
ABM	2019-12-20	0.195	-0.083	3,477,694	66,589,148	0.654	0.459	0.337	2,577	1,648,000,000	833,000
ABM	2019-12-27	0.22	0.025	3,477,694	66,589,608	0.655	0.434	0.467	2,563.699951	1,644,809,088	321,500
ABM	2020-01-03	0.224	0.004	3,190,764	66,589,248	0.635	0.411	0.415	2,551.699951	1,641,618,176	292,500
ABM	2020-01-10	0.231	0.007	3,190,764	66,588,204	0.635	0.404	0.243	2,574.300049	1,638,427,264	259,000
ABM	2020-01-17	0.227	-0.004	3,331,624	66,589,600	0.642	0.414	0.429	2,649.600098	1,635,236,352	295,600
ABM	2020-01-24	0.234	0.006	3,331,624	66,588,120	0.642	0.409	0.497	2,599.600098	1,632,045,440	278,000
ABM	2020-01-31	0.256	0.023	3,182,867	66,588,884	0.638	0.382	0.311	2,539.699951	1,628,854,528	440,600
ABM	2020-02-07	0.187	-0.069	3,182,867	66,590,316	0.637	0.45	0.676	2,558.399902	1,625,663,616	256,200
ABM	2020-02-14	0.244	0.057	3,182,867	66,588,632	0.638	0.394	0.496	2,588.300049	1,622,472,704	198,600
ABM	2020-02-21	0.246	0.002	3,185,877	66,590,316	0.646	0.4	0.402	2,558.399902	1,619,281,792	373,000
ABM	2020-02-28	0.21	-0.036	3,185,877	66,588,708	0.646	0.435	0.424	2,192.100098	1,616,090,880	389,200
ABM	2020-03-06	0.19	-0.02	2,974,883	66,631,264	0.629	0.439	0.421	2,258.800049	1,612,899,968	586,400
ABM	2020-03-13	0.156	-0.034	2,974,883	66,631,224	0.631	0.475	0.549	1,817.699951	1,605,106,688	459,000
ABM	2020-03-20	0.104	-0.052	3,044,600	66,631,828	0.637	0.534	0.731	1,402.599976	1,597,313,280	766,600
ABM	2020-03-27	0.07	-0.033	3,044,600	66,630,288	0.638	0.568	0.603	1,465.199951	1,589,520,000	1,079,399.875
ABM	2020-04-03	0.02	-0.05	2,841,444	66,628,624	0.613	0.593	0.57	1,517.800049	1,581,726,720	567,800
ABM	2020-04-10	0.038	0.018	2,841,444	66,629,792	0.612	0.574	0.396	1,927.599976	1,573,933,312	655,500.0625
ABM	2020-04-17	0.039	0.001	2,925,502	66,630,172	0.632	0.593	0.453	2,190.800049	1,566,140,032	735,600
ABM	2020-04-24	0.033	-0.006	2,925,502	66,629,744	0.633	0.6	0.449	2,105.5	1,558,346,624	426,000
ABM	2020-05-01	0.033	0	2,868,964	66,630,560	0.627	0.594	0.462	2,214.800049	1,550,553,344	619,200
ABM	2020-05-08	0.051	0.018	2,868,964	66,629,852	0.627	0.576	0.293	2,232.100098	1,542,759,936	384,200
ABM	2020-05-15	0.044	-0.006	2,805,854	66,629,720	0.616	0.571	0.58	2,103.5	1,534,966,656	462,000
ABM	2020-05-22	0.012	-0.032	2,805,854	66,629,828	0.615	0.603	0.678	2,170.800049	1,527,173,376	282,000
ABM	2020-05-29	0.052	0.039	2,805,854	66,631,960	0.615	0.564	0.506	2,047.599976	1,519,379,968	437,000
ABM	2020-06-05	-0.015	-0.067	2,694,372	66,631,088	0.608	0.624	0.61	2,434.699951	1,511,586,688	593,600
ABM	2020-06-12	-0.02	-0.005	2,694,372	66,631,876	0.608	0.629	0.413	2,106.899902	1,503,793,280	385,600
ABM	2020-06-19	-0.017	0.003	2,691,076	66,664,924	0.609	0.626	0.638	2,552.600098	1,496,000,000	1,129,799.875
ABM	2020-06-26	-0.053	-0.036	2,691,076	66,665,712	0.61	0.663	0.559	2,331.300049	1,487,508,352	648,800
ABM	2020-07-03	-0.09	-0.037	2,012,971	66,665,724	0.543	0.634	0.891	2,359.300049	1,479,016,704	433,750.03125
ABM	2020-07-10	-0.088	0.002	2,012,971	66,666,672	0.543	0.631	0.778	2,202	1,470,525,056	419,400
ABM	2020-07-17	-0.077	0.011	1,547,267	66,666,664	0.448	0.525	1.026	2,406	1,462,033,280	433,000
ABM	2020-07-24	-0.026	0.052	1,547,267	66,665,696	0.448	0.473	1.354	2,289.300049	1,453,541,632	361,600
ABM	2020-07-31	-0.02	0.006	1,611,739	66,665,732	0.466	0.485	0.967	2,393.300049	1,445,049,984	583,200
ABM	2020-08-07	-0.013	0.007	1,611,739	66,664,948	0.467	0.48	0.98	2,584.600098	1,436,558,336	310,200
ABM	2020-08-14	0.032	0.045	1,611,739	66,664,908	0.469	0.437	0.923	2,522.600098	1,428,066,688	332,600

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