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	2022-07-22	0.071	-0.098	2,532,388	66,789,288	0.514	0.443	0.522	2,868.600098	1,927,153,792	336,400
ABM	2022-07-29	0.159	0.088	2,532,388	66,788,580	0.515	0.356	0.564	2,994.800049	1,932,046,208	327,800
ABM	2022-08-05	0.114	-0.045	2,366,545	66,788,848	0.503	0.39	0.579	2,970.100098	1,936,938,496	243,600
ABM	2022-08-12	0.128	0.014	2,366,545	66,788,216	0.505	0.377	0.598	3,150.399902	1,941,830,784	218,600
ABM	2022-08-19	0.11	-0.017	2,327,485	66,789,008	0.507	0.396	0.425	3,257.300049	1,946,723,072	252,800
ABM	2022-08-26	0.113	0.003	2,327,485	66,788,520	0.507	0.394	0.458	3,142.399902	1,951,615,360	198,200
ABM	2022-09-02	0.107	-0.006	2,128,488	66,788,972	0.493	0.385	0.839	3,003.5	1,956,507,648	200,600
ABM	2022-09-09	0.125	0.017	2,128,488	66,152,176	0.495	0.37	0.479	3,043	1,961,400,064	288,750.03125
ABM	2022-09-16	0.09	-0.035	2,030,961	66,152,504	0.489	0.399	0.854	2,654.699951	1,964,713,344	642,200
ABM	2022-09-23	0.058	-0.033	2,030,961	66,152,640	0.489	0.432	0.451	2,531	1,968,026,624	351,200
ABM	2022-09-30	0.019	-0.038	1,899,953	66,152,236	0.469	0.45	0.585	2,529	1,971,340,032	368,000
ABM	2022-10-07	-0.011	-0.03	1,899,953	66,150,428	0.469	0.48	0.781	2,682.399902	1,974,653,312	381,800
ABM	2022-10-14	0.058	0.069	1,899,953	66,151,132	0.469	0.412	0.559	2,617.600098	1,977,966,720	273,800
ABM	2022-10-21	0.042	-0.016	1,768,847	66,152,556	0.445	0.403	0.699	2,766.5	1,981,280,000	220,400
ABM	2022-10-28	0.012	-0.03	1,768,847	66,151,788	0.446	0.434	0.733	2,963.600098	1,984,593,280	233,200
ABM	2022-11-04	0.06	0.048	1,824,337	66,150,984	0.449	0.389	0.767	2,847.800049	1,987,906,688	293,800
ABM	2022-11-11	0.074	0.014	1,824,337	66,151,788	0.45	0.376	0.721	2,963.600098	1,991,219,968	200,400
ABM	2022-11-18	0.078	0.004	2,110,323	66,151,308	0.494	0.416	0.96	3,007.899902	1,994,533,376	355,200
ABM	2022-11-25	0.135	0.057	2,110,323	66,150,652	0.494	0.36	0.623	3,021.100098	1,997,846,656	140,900
ABM	2022-12-02	0.136	0.002	1,808,362	66,152,512	0.471	0.335	0.769	3,062.199951	2,001,159,936	262,000
ABM	2022-12-09	0.117	-0.019	1,808,362	66,150,812	0.471	0.354	0.791	3,017.800049	2,004,473,344	278,800
ABM	2022-12-16	-0.03	-0.146	1,787,170	66,151,740	0.477	0.507	0.815	2,903.399902	2,007,786,624	864,000
ABM	2022-12-23	0.002	0.031	1,787,170	65,599,640	0.48	0.478	0.962	2,893.600098	2,011,100,032	318,400
ABM	2022-12-30	0.04	0.038	1,938,427	65,601,080	0.497	0.457	0.915	2,914	2,009,299,968	233,250
ABM	2023-01-06	0.036	-0.003	1,938,427	65,600,516	0.497	0.461	0.689	3,031.399902	2,007,500,032	281,000
ABM	2023-01-13	0.036	0	1,938,427	65,599,656	0.498	0.461	0.642	3,041.199951	2,005,699,968	311,600
ABM	2023-01-20	0.048	0.012	1,556,988	65,599,824	0.442	0.394	0.854	2,947.399902	2,003,900,032	217,000
ABM	2023-01-27	0.051	0.003	1,556,988	65,600,876	0.442	0.391	0.868	3,007.800049	2,002,099,968	217,200
ABM	2023-02-03	0.103	0.052	1,678,415	65,600,920	0.465	0.362	0.899	3,149.5	2,000,300,032	299,000
ABM	2023-02-10	0.054	-0.05	1,678,415	65,601,164	0.465	0.412	1.104	3,148.199951	1,998,499,968	254,000
ABM	2023-02-17	0.072	0.018	1,515,277	65,600,412	0.448	0.376	0.856	3,201.300049	1,996,700,032	234,200
ABM	2023-02-24	0.053	-0.019	1,515,277	65,600,168	0.448	0.395	0.718	3,202.600098	1,994,899,968	297,249.96875
ABM	2023-03-03	0.068	0.015	1,716,707	65,600,168	0.482	0.414	0.786	3,202.600098	1,993,100,032	302,400
ABM	2023-03-10	0.001	-0.067	1,716,707	66,105,028	0.481	0.48	0.94	2,958.199951	1,991,299,968	513,800
ABM	2023-03-17	0.066	0.065	1,911,891	66,105,652	0.499	0.433	0.652	2,890.800049	1,990,738,432	575,800
ABM	2023-03-24	-0.008	-0.075	1,911,891	66,106,376	0.5	0.508	0.887	2,871	1,990,176,896	410,400
ABM	2023-03-31	0.057	0.066	1,981,692	66,105,920	0.503	0.446	0.623	2,970.800049	1,989,615,360	276,400
ABM	2023-04-07	0.05	-0.008	1,981,692	66,106,300	0.503	0.454	0.695	2,898.100098	1,989,053,824	314,500
ABM	2023-04-14	0.049	-0.001	1,981,692	66,105,584	0.503	0.454	0.943	2,855.100098	1,988,492,288	282,200
ABM	2023-04-21	-0.006	-0.055	1,528,052	66,106,384	0.434	0.441	1.197	2,796.300049	1,987,930,752	217,000
ABM	2023-04-28	0.069	0.075	1,528,052	66,106,148	0.435	0.366	0.84	2,814.800049	1,987,369,216	241,400
ABM	2023-05-05	0.076	0.007	1,552,348	66,105,904	0.438	0.363	0.71	2,821.399902	1,986,807,680	203,200
ABM	2023-05-12	0.094	0.019	1,552,348	66,106,500	0.441	0.347	0.526	2,867.699951	1,986,246,144	173,600
ABM	2023-05-19	0.107	0.012	1,509,691	66,105,508	0.436	0.33	0.612	2,882.199951	1,985,684,608	268,600
ABM	2023-05-26	0.029	-0.078	1,509,691	66,106,628	0.437	0.407	0.833	2,951	1,985,123,072	336,400
ABM	2023-06-02	0.106	0.076	1,471,686	66,105,576	0.429	0.324	0.579	3,055.399902	1,984,561,536	289,500
ABM	2023-06-09	-0.026	-0.131	1,471,686	66,147,040	0.429	0.455	0.941	3,067.899902	1,984,000,000	570,400
ABM	2023-06-16	-0.068	-0.042	1,448,441	66,146,400	0.425	0.493	1.483	2,801.300049	1,987,399,936	725,800
ABM	2023-06-23	-0.037	0.031	1,448,441	66,146,064	0.425	0.463	0.773	2,680.899902	1,990,800,000	632,250
ABM	2023-06-30	-0.066	-0.029	1,116,374	66,145,372	0.366	0.432	1.789	2,821.100098	1,994,200,064	349,000
ABM	2023-07-07	-0.084	-0.018	1,116,374	66,147,180	0.366	0.449	1.271	2,750.399902	1,997,600,000	503,000
ABM	2023-07-14	-0.037	0.047	1,116,374	66,146,964	0.366	0.403	0.897	2,808.600098	2,000,999,936	475,600
ABM	2023-07-21	-0.148	-0.111	790,262	66,146,996	0.296	0.445	2.717	2,897.899902	2,004,400,000	444,400
ABM	2023-07-28	-0.156	-0.008	790,262	66,146,524	0.296	0.453	2.17	2,988.5	2,007,800,064	628,000
ABM	2023-08-04	-0.16	-0.004	967,548.0625	66,145,744	0.343	0.503	2.763	3,013.600098	2,011,200,000	1,158,800
ABM	2023-08-11	-0.057	0.103	967,548.0625	66,145,676	0.345	0.402	1.134	3,051.300049	2,014,599,936	329,800
ABM	2023-08-18	-0.017	0.04	1,217,680	66,146,036	0.406	0.423	1.348	2,998.399902	2,018,000,000	285,200
ABM	2023-08-25	-0.004	0.013	1,217,680	66,146,248	0.406	0.41	1.885	3,012.300049	2,021,400,064	251,600
ABM	2023-09-01	-0.009	-0.005	843,667.9375	66,144,944	0.324	0.332	1.401	3,030.100098	2,024,800,000	269,400
ABM	2023-09-08	-0.148	-0.139	843,667.9375	65,532,080	0.326	0.473	2.4	2,574.100098	2,028,200,064	1,108,750
ABM	2023-09-15	-0.181	-0.033	784,216	65,531,448	0.312	0.493	2.395	2,657.300049	2,032,513,280	761,800
ABM	2023-09-22	-0.153	0.028	784,216	65,532,456	0.313	0.466	2.092	2,584.600098	2,036,826,624	494,600
ABM	2023-09-29	-0.146	0.007	784,216	65,531,120	0.314	0.459	1.951	2,621.899902	2,041,139,968	534,200
ABM	2023-10-06	-0.202	-0.056	656,489	65,531,348	0.271	0.473	3.105	2,707.100098	2,045,453,312	523,000
ABM	2023-10-13	-0.156	0.047	656,489	65,532,592	0.272	0.427	2.195	2,885.399902	2,049,766,656	415,800
ABM	2023-10-20	-0.133	0.023	646,545	65,532,388	0.267	0.399	1.869	2,640.300049	2,054,080,000	368,000
ABM	2023-10-27	-0.113	0.02	646,545	65,531,488	0.266	0.379	1.604	2,570.800049	2,058,393,344	272,800
ABM	2023-11-03	-0.052	0.061	949,290	65,531,084	0.35	0.402	2.22	2,677.600098	2,062,706,688	417,400
ABM	2023-11-10	-0.025	0.027	949,290	65,531,380	0.351	0.376	1.312	2,620.600098	2,067,020,032	412,200
ABM	2023-11-17	-0.099	-0.074	768,966	65,532,012	0.308	0.408	2.191	2,691.399902	2,071,333,376	405,000
ABM	2023-11-24	-0.059	0.04	768,966	65,531,296	0.308	0.367	1.496	2,701.199951	2,075,646,720	216,000
ABM	2023-12-01	0.02	0.079	1,219,998	65,532,616	0.406	0.386	1.836	2,762.199951	2,079,960,064	487,000
ABM	2023-12-08	0.01	-0.011	1,219,998	65,532,408	0.407	0.397	1.107	2,861.800049	2,084,273,280	349,200
ABM	2023-12-15	-0.009	-0.019	1,705,929	65,532,564	0.492	0.501	1.124	3,008.600098	2,088,586,624	1,257,799.875
ABM	2023-12-22	0.035	0.044	1,705,929	62,861,528	0.502	0.466	0.748	2,869	2,092,899,968	571,600
ABM	2023-12-29	0.088	0.053	1,705,929	62,861,924	0.504	0.415	0.743	2,818.100098	2,090,781,824	298,249.96875
ABM	2024-01-05	0.035	-0.053	1,884,554	62,862,192	0.521	0.486	0.754	2,668.5	2,088,663,680	450,249.96875
ABM	2024-01-12	0.022	-0.013	1,884,554	62,861,900	0.522	0.5	0.818	2,644.600098	2,086,545,408	430,200
ABM	2024-01-19	0.055	0.033	1,392,687	62,860,564	0.461	0.407	1.205	2,623.800049	2,084,427,264	397,500
ABM	2024-01-26	-0.004	-0.059	1,392,687	62,861,212	0.462	0.466	1.639	2,645.199951	2,082,309,120	347,200
ABM	2024-02-02	0.025	0.029	1,397,777	62,861,984	0.465	0.44	0.915	2,596.199951	2,080,190,848	354,400
ABM	2024-02-09	0.036	0.011	1,397,777	62,859,988	0.466	0.43	0.991	2,527.600098	2,078,072,704	456,400
ABM	2024-02-16	0.08	0.044	1,674,772	62,861,012	0.508	0.428	0.748	2,550.899902	2,075,954,560	531,400
ABM	2024-02-23	0.063	-0.017	1,674,772	62,860,660	0.507	0.445	0.703	2,553.399902	2,073,836,416	556,499.9375
ABM	2024-03-01	0.093	0.03	1,991,543	62,860,960	0.541	0.448	0.722	2,590.5	2,071,718,144	442,000
ABM	2024-03-08	0.064	-0.029	1,991,543	63,291,984	0.54	0.476	0.738	2,653.199951	2,069,600,000	597,400
ABM	2024-03-15	0.132	0.069	2,691,670	63,292,364	0.607	0.475	0.418	2,677.899902	2,065,646,208	836,400
ABM	2024-03-22	0.122	-0.011	2,691,670	63,292,124	0.609	0.488	0.41	2,764.600098	2,061,692,288	664,400
ABM	2024-03-29	0.103	-0.019	2,691,670	63,292,248	0.611	0.508	0.892	2,824.100098	2,057,738,496	457,000
ABM	2024-04-05	0.114	0.011	2,928,575	63,291,052	0.625	0.511	0.667	2,794.300049	2,053,784,576	511,200
ABM	2024-04-12	0.103	-0.011	2,466,074	63,291,260	0.584	0.482	0.566	2,757.600098	2,049,830,784	367,800
ABM	2024-04-19	0.119	0.017	2,466,074	63,291,968	0.585	0.466	0.634	2,805.100098	2,045,876,864	640,800
ABM	2024-04-26	0.097	-0.022	2,466,074	63,292,456	0.585	0.489	0.85	2,787.399902	2,041,923,072	395,000
ABM	2024-05-03	0.125	0.029	2,651,672	63,292,384	0.6	0.475	0.538	2,833.600098	2,037,969,280	361,800
ABM	2024-05-10	0.125	-0.001	2,651,672	63,291,220	0.601	0.477	0.959	2,905.699951	2,034,015,360	447,000
ABM	2024-05-17	0.131	0.007	2,255,327	63,290,872	0.565	0.434	0.49	2,981	2,030,061,568	352,000
ABM	2024-05-24	0.109	-0.022	2,255,327	63,292,088	0.565	0.456	0.801	2,966.5	2,026,107,648	420,600
ABM	2024-05-31	0.098	-0.011	1,978,243	63,291,728	0.531	0.433	0.631	2,991.800049	2,022,153,856	299,500
ABM	2024-06-07	0.073	-0.025	1,978,243	62,764,040	0.528	0.455	0.627	3,197.199951	2,018,200,064	626,400
ABM	2024-06-14	0.053	-0.02	1,978,243	62,763,884	0.529	0.476	0.766	3,086.100098	2,024,046,208	626,000

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