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	2016-10-21	0.025	0.031	1,418,987	55,755,664	0.504	0.479	0.946	2,117.600098	1,307,059,968	209,800
ABM	2016-10-28	0.122	0.097	1,418,987	55,755,380	0.503	0.382	1.023	2,151.600098	1,308,753,280	140,600
ABM	2016-11-04	-0.02	-0.142	1,374,594	55,756,068	0.497	0.517	1.228	2,134.899902	1,310,446,720	226,600
ABM	2016-11-11	-0.008	0.012	1,374,594	55,755,840	0.498	0.506	0.778	2,338.399902	1,312,140,032	354,000
ABM	2016-11-18	-0.038	-0.03	1,422,008.125	55,756,612	0.502	0.54	0.861	2,446.600098	1,313,833,344	328,000
ABM	2016-11-25	0.002	0.04	1,422,008.125	55,755,524	0.502	0.5	0.913	2,472.199951	1,315,526,656	275,249.96875
ABM	2016-12-02	-0.048	-0.05	1,452,683	55,756,256	0.507	0.555	1.21	2,429.300049	1,317,219,968	329,600
ABM	2016-12-09	-0.041	0.007	1,452,683	55,756,804	0.506	0.546	0.956	2,398.100098	1,318,913,280	492,600
ABM	2016-12-16	-0.163	-0.122	1,309,356	55,755,308	0.498	0.661	1.182	2,233	1,320,606,720	1,322,400
ABM	2016-12-23	-0.137	0.026	1,309,356	55,555,556	0.498	0.635	0.879	2,230	1,322,300,032	427,800
ABM	2016-12-30	-0.113	0.024	1,270,183	55,555,824	0.492	0.605	1.211	2,268.899902	1,322,700,032	401,249.96875
ABM	2017-01-06	-0.142	-0.03	1,270,183	55,556,388	0.492	0.634	1.004	2,211.699951	1,323,100,032	494,249.96875
ABM	2017-01-13	-0.067	0.076	1,270,183	55,554,732	0.492	0.558	0.973	2,248.300049	1,323,500,032	300,200
ABM	2017-01-20	-0.13	-0.063	1,270,523	55,554,992	0.496	0.626	1.031	2,202.199951	1,323,900,032	374,750.03125
ABM	2017-01-27	-0.159	-0.029	1,270,523	55,554,752	0.495	0.654	1.244	2,298.300049	1,324,300,032	613,600
ABM	2017-02-03	0.048	0.207	1,649,733	55,555,552	0.559	0.511	1.11	2,270	1,324,700,032	1,104,999.875
ABM	2017-02-10	-0.03	-0.078	1,649,733	55,554,732	0.559	0.589	0.68	2,253.300049	1,325,100,032	340,200
ABM	2017-02-17	0.041	0.071	1,721,158	55,555,828	0.567	0.525	0.709	2,243.899902	1,325,500,032	293,400
ABM	2017-02-24	0.036	-0.005	1,721,158	55,556,100	0.566	0.53	1.041	2,282.800049	1,325,900,032	171,750
ABM	2017-03-03	0.048	0.012	2,124,227	55,555,008	0.611	0.563	0.574	2,267.199951	1,326,300,032	406,400
ABM	2017-03-10	0.032	-0.016	2,124,227	55,676,300	0.611	0.579	0.91	2,408	1,326,700,032	627,800
ABM	2017-03-17	0.027	-0.005	1,917,511	55,674,528	0.593	0.566	0.537	2,480.300049	1,325,453,824	351,400
ABM	2017-03-24	0.04	0.013	1,917,511	55,674,992	0.593	0.553	0.707	2,408.5	1,324,207,744	266,400
ABM	2017-03-31	0.022	-0.018	1,576,054	55,676,608	0.546	0.524	0.585	2,427.5	1,322,961,664	285,600
ABM	2017-04-07	0.013	-0.009	1,576,054	55,675,416	0.546	0.533	0.622	2,332.800049	1,321,715,328	290,000
ABM	2017-04-14	0.103	0.09	1,576,054	55,675,480	0.547	0.444	0.246	2,336.699951	1,320,469,248	387,750.03125
ABM	2017-04-21	0.046	-0.057	1,646,732	55,674,480	0.552	0.506	0.72	2,397.899902	1,319,223,040	232,600
ABM	2017-04-28	0.046	0	1,427,354	55,674,932	0.519	0.473	0.883	2,404.600098	1,317,976,960	346,600
ABM	2017-05-05	0.097	0.05	1,427,354	55,675,304	0.52	0.423	0.499	2,428	1,316,730,752	192,400
ABM	2017-05-12	0.072	-0.024	1,427,354	55,674,712	0.522	0.449	1.239	2,351.699951	1,315,484,672	246,400
ABM	2017-05-19	0.072	-0.001	1,556,191	55,674,496	0.539	0.468	0.788	2,298.800049	1,314,238,464	191,600
ABM	2017-05-26	0.079	0.007	1,556,191	55,676,700	0.539	0.46	0.701	2,349	1,312,992,256	195,000
ABM	2017-06-02	0.055	-0.024	1,247,346	55,675,252	0.488	0.433	1.353	2,465.300049	1,311,746,176	237,500
ABM	2017-06-09	0.021	-0.035	1,247,346	55,770,036	0.488	0.468	1.128	2,400.899902	1,310,499,968	436,400
ABM	2017-06-16	-0.035	-0.056	1,054,153	55,769,692	0.446	0.481	1.31	2,329.5	1,311,107,712	495,200
ABM	2017-06-23	-0.044	-0.009	1,054,153	55,770,152	0.446	0.49	1.406	2,324.5	1,311,715,328	383,400
ABM	2017-06-30	0.008	0.052	1,010,791	55,770,712	0.431	0.424	0.985	2,315.600098	1,312,323,072	230,200
ABM	2017-07-07	0.034	0.027	1,010,791	55,769,136	0.431	0.397	0.906	2,294.899902	1,312,930,816	179,500
ABM	2017-07-14	0.021	-0.014	1,010,791	55,769,228	0.431	0.411	1.666	2,392.5	1,313,538,432	313,400
ABM	2017-07-21	-0.039	-0.06	1,179,669	55,770,200	0.455	0.494	1.465	2,451.100098	1,314,146,176	295,600
ABM	2017-07-28	-0.01	0.029	1,179,669	55,768,888	0.454	0.464	1.564	2,495.100098	1,314,753,792	218,000
ABM	2017-08-04	0.024	0.034	1,254,190	55,768,544	0.473	0.448	1.73	2,496.199951	1,315,361,536	240,600
ABM	2017-08-11	0.046	0.022	1,254,190	55,769,768	0.473	0.426	0.714	2,412.600098	1,315,969,280	235,200
ABM	2017-08-18	0.062	0.016	1,380,034	55,768,516	0.504	0.442	1.007	2,394.699951	1,316,576,896	155,800
ABM	2017-08-25	0.067	0.004	1,380,034	55,769,492	0.504	0.437	1.361	2,453.300049	1,317,184,640	128,400
ABM	2017-09-01	0.084	0.017	1,456,791	55,769,660	0.513	0.429	1.103	2,489	1,317,792,256	148,400
ABM	2017-09-08	0.04	-0.044	1,456,791	65,135,544	0.477	0.438	0.916	2,619.100098	1,318,400,000	503,000
ABM	2017-09-15	0.074	0.034	1,426,061	65,136,496	0.46	0.386	0.81	2,576.800049	1,330,373,376	447,400
ABM	2017-09-22	-0.014	-0.088	1,426,061	65,136,092	0.46	0.474	1.043	2,560.5	1,342,346,624	371,200
ABM	2017-09-29	0.032	0.046	1,426,061	65,135,460	0.46	0.428	0.952	2,716.800049	1,354,320,000	268,800
ABM	2017-10-06	0.006	-0.026	1,795,449	65,136,092	0.522	0.516	1.146	2,776.100098	1,366,293,376	335,000
ABM	2017-10-13	0.053	0.047	1,795,449	65,135,008	0.522	0.469	0.764	2,822.300049	1,378,266,624	290,400
ABM	2017-10-20	0.118	0.064	1,986,183	65,134,880	0.551	0.433	0.56	2,776.699951	1,390,240,000	167,400
ABM	2017-10-27	0.129	0.011	1,986,183	65,135,964	0.551	0.422	0.54	2,754.600098	1,402,213,376	233,200
ABM	2017-11-03	0.134	0.006	2,157,909	65,136,388	0.569	0.435	0.837	2,674.5	1,414,186,624	257,400
ABM	2017-11-10	0.167	0.032	2,157,909	65,136,612	0.571	0.404	0.5	2,622.399902	1,426,160,000	178,400
ABM	2017-11-17	0.148	-0.018	2,076,869	65,136,560	0.568	0.419	0.699	2,599.600098	1,438,133,376	268,000
ABM	2017-11-24	0.176	0.028	2,076,869	65,135,064	0.568	0.392	0.69	2,676.399902	1,450,106,624	224,750
ABM	2017-12-01	0.06	-0.116	1,785,132	65,135,956	0.53	0.47	1.059	2,778.699951	1,462,080,000	291,200
ABM	2017-12-08	0.091	0.031	1,785,132	65,135,008	0.531	0.44	1.118	2,822.300049	1,474,053,376	268,400
ABM	2017-12-15	-0.066	-0.157	1,672,225	65,136,504	0.515	0.581	1.342	2,433.5	1,486,026,624	1,268,000
ABM	2017-12-22	-0.064	0.002	1,672,225	65,514,000	0.512	0.576	0.997	2,504.600098	1,498,000,000	707,000
ABM	2017-12-29	-0.027	0.037	1,672,225	65,514,312	0.513	0.54	0.842	2,471.199951	1,506,209,152	524,750
ABM	2018-01-05	0.003	0.031	2,045,285	65,515,112	0.561	0.557	0.543	2,556.399902	1,514,418,176	522,249.96875
ABM	2018-01-12	0.057	0.053	2,045,285	65,513,252	0.56	0.504	0.655	2,546.5	1,522,627,328	444,600
ABM	2018-01-19	0.13	0.073	3,172,641	65,514,204	0.661	0.532	0.62	2,605.5	1,530,836,224	467,750.03125
ABM	2018-01-26	0.129	-0.001	3,172,641	65,514,840	0.661	0.532	0.563	2,538.699951	1,539,045,504	471,400
ABM	2018-02-02	0.184	0.055	3,462,420	65,514,832	0.671	0.487	0.629	2,430.600098	1,547,254,528	694,200
ABM	2018-02-09	0.096	-0.088	3,462,420	65,513,192	0.671	0.575	0.623	2,285.100098	1,555,463,680	473,200
ABM	2018-02-16	0.14	0.044	3,443,154	65,513,380	0.675	0.535	0.567	2,399.100098	1,563,672,704	443,600
ABM	2018-02-23	0.174	0.034	3,443,154	65,512,924	0.675	0.501	0.335	2,407.600098	1,571,881,856	639,000
ABM	2018-03-02	0.163	-0.011	3,941,817	65,515,512	0.7	0.537	0.399	2,217.699951	1,580,090,880	649,800
ABM	2018-03-09	0.126	-0.037	3,941,817	65,699,868	0.7	0.574	0.59	2,473.600098	1,588,300,032	698,800
ABM	2018-03-16	0.13	0.004	4,083,772	65,700,400	0.707	0.577	0.488	2,298.199951	1,587,723,136	1,162,400
ABM	2018-03-23	0.145	0.015	4,083,772	65,699,324	0.706	0.561	0.289	2,132.600098	1,587,146,112	618,800
ABM	2018-03-30	0.182	0.037	5,050,375	65,698,928	0.74	0.558	0.421	2,199.600098	1,586,569,088	1,279,750
ABM	2018-04-06	0.141	-0.04	5,050,375	65,700,272	0.741	0.599	0.365	2,143.800049	1,585,992,320	637,000
ABM	2018-04-13	0.203	0.061	5,226,281	65,699,228	0.746	0.543	0.293	2,118.800049	1,585,415,424	434,800
ABM	2018-04-20	0.218	0.015	5,226,281	65,700,792	0.746	0.528	0.344	2,086	1,584,838,400	476,600
ABM	2018-04-27	0.214	-0.004	5,226,281	65,701,056	0.746	0.532	0.329	2,057.100098	1,584,261,504	687,200
ABM	2018-05-04	0.206	-0.008	5,464,922	65,699,212	0.753	0.547	0.294	1,992	1,583,684,608	1,012,400
ABM	2018-05-11	0.202	-0.004	5,464,922	65,698,784	0.755	0.553	0.363	1,997.900024	1,583,107,712	734,400
ABM	2018-05-18	0.181	-0.021	5,266,364	65,701,316	0.749	0.568	0.387	1,953.300049	1,582,530,816	587,000
ABM	2018-05-25	0.201	0.02	5,266,364	65,699,624	0.749	0.548	0.338	1,920.400024	1,581,953,792	774,000
ABM	2018-06-01	0.185	-0.016	4,571,887	65,700,248	0.725	0.541	0.382	1,871.800049	1,581,376,896	1,133,500
ABM	2018-06-08	0.128	-0.056	4,571,887	65,742,576	0.725	0.597	0.477	1,992	1,580,800,000	1,636,000
ABM	2018-06-15	0.178	0.05	4,949,682	65,740,800	0.737	0.559	0.4	2,054.399902	1,584,146,176	1,401,400.125
ABM	2018-06-22	0.142	-0.036	4,949,682	65,741,472	0.737	0.596	0.466	2,003.800049	1,587,492,352	1,006,000
ABM	2018-06-29	0.188	0.047	4,949,682	65,743,660	0.738	0.549	0.456	1,918.400024	1,590,838,400	484,600
ABM	2018-07-06	0.173	-0.016	5,326,514	65,743,272	0.746	0.574	0.321	1,976.900024	1,594,184,576	741,250
ABM	2018-07-13	0.186	0.013	5,326,514	65,742,516	0.746	0.56	0.376	2,063	1,597,530,752	612,000
ABM	2018-07-20	0.203	0.016	6,146,884	65,741,484	0.761	0.559	0.221	1,968.300049	1,600,876,928	685,000
ABM	2018-07-27	0.241	0.038	6,146,884	65,743,028	0.762	0.521	0.265	2,026.199951	1,604,223,104	512,400
ABM	2018-08-03	0.226	-0.014	5,775,611	65,742,288	0.756	0.53	0.275	2,045.900024	1,607,569,280	831,000
ABM	2018-08-10	0.247	0.021	5,775,611	65,741,584	0.757	0.51	0.269	2,030.099976	1,610,915,328	479,800
ABM	2018-08-17	0.276	0.029	5,999,421	65,742,540	0.764	0.487	0.327	2,093.899902	1,614,261,504	423,600
ABM	2018-08-24	0.194	-0.082	5,999,421	65,740,984	0.763	0.569	0.348	2,005.099976	1,617,607,680	736,200
ABM	2018-08-31	0.318	0.123	6,590,334	65,740,860	0.779	0.462	0.134	2,085.300049	1,620,953,856	397,800
ABM	2018-09-07	0.257	-0.061	6,590,334	65,851,852	0.78	0.523	0.253	2,222.5	1,624,300,032	1,118,750
ABM	2018-09-14	0.205	-0.051	6,590,334	65,851,828	0.78	0.574	0.288	2,284.399902	1,625,926,656	654,200

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