Split (1)

train · 3.79M 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	2002-01-18	0.071	-0.013	832,522	74,609,952	0.567	0.496	1.453	3,491	44,816,788	187,400
AB	2002-01-25	0.02	-0.051	832,522	74,611,112	0.567	0.548	2.354	3,357.5	44,824,212	909,000
AB	2002-02-01	-0.027	-0.046	718,749	74,610,448	0.54	0.567	2.683	3,256	44,831,632	746,600
AB	2002-02-08	-0.063	-0.036	718,749	74,611,568	0.541	0.604	2.061	3,303.800049	44,839,052	383,000
AB	2002-02-15	-0.001	0.062	718,749	74,611,552	0.54	0.541	1.242	3,294.100098	44,846,472	181,200
AB	2002-02-22	-0.048	-0.047	718,749	74,610,392	0.541	0.588	1.834	3,217.199951	44,853,896	210,500
AB	2002-03-01	-0.029	0.018	718,749	74,610,024	0.54	0.569	2.552	3,424.600098	44,861,316	237,000
AB	2002-03-08	0.069	0.098	1,230,590	74,611,232	0.641	0.572	0.941	3,588.800049	44,868,736	261,400
AB	2002-03-15	0.126	0.057	1,230,590	74,611,408	0.642	0.516	1.057	3,465.699951	44,876,156	255,400
AB	2002-03-22	0.171	0.045	1,230,590	74,611,720	0.643	0.472	1.286	3,439.600098	44,883,580	147,300
AB	2002-03-29	0.167	-0.004	1,230,590	75,221,984	0.641	0.474	1.169	3,490.300049	44,891,000	159,250
AB	2002-04-05	0.183	0.016	1,189,030	75,221,328	0.642	0.459	1.063	3,483.5	45,651,716	145,000
AB	2002-04-12	0.141	-0.042	1,189,030	75,220,776	0.641	0.501	1.65	3,475.199951	46,412,428	198,400
AB	2002-04-19	0.179	0.038	1,189,030	75,220,696	0.641	0.462	1.507	3,561.699951	47,173,144	132,400
AB	2002-04-26	0.18	0.001	1,189,030	75,221,672	0.641	0.461	0.967	3,359.399902	47,933,856	205,600
AB	2002-05-03	0.13	-0.05	1,095,241	75,221,224	0.608	0.478	1.033	3,332.300049	48,694,572	249,000
AB	2002-05-10	0.151	0.021	1,095,241	75,220,096	0.609	0.458	1.176	3,144.199951	49,455,284	373,200
AB	2002-05-17	0.106	-0.045	1,095,241	75,506,008	0.61	0.504	1.424	3,200.699951	50,216,000	427,000
AB	2002-05-24	0.081	-0.025	1,095,241	75,505,848	0.611	0.53	1.602	3,037.600098	50,169,000	396,400
AB	2002-05-31	0.14	0.059	1,337,573	75,507,432	0.662	0.522	1.023	2,946.300049	50,122,000	283,125
AB	2002-06-07	0.125	-0.015	1,337,573	75,507,136	0.661	0.536	1.055	2,910.800049	50,075,000	571,600
AB	2002-06-14	0.112	-0.014	1,337,573	75,506,848	0.661	0.549	1.289	2,756	50,028,000	410,200
AB	2002-06-21	0.157	0.046	1,337,573	75,506,168	0.662	0.504	0.691	2,632.899902	49,981,000	251,600
AB	2002-06-28	0.133	-0.025	1,337,573	75,506,568	0.662	0.529	1.384	2,586.100098	49,934,000	591,600
AB	2002-07-05	0.133	0	1,352,033	75,506,440	0.652	0.519	1.006	2,579.300049	49,887,000	306,750.03125
AB	2002-07-12	0.138	0.005	1,352,033	75,505,160	0.652	0.514	1.198	2,413.899902	49,840,000	348,400
AB	2002-07-19	0.152	0.014	1,352,033	75,507,696	0.652	0.5	1.324	2,208.600098	49,793,000	289,800
AB	2002-07-26	0.143	-0.008	1,352,033	75,504,720	0.651	0.508	1.248	1,997.099976	49,746,000	761,000
AB	2002-08-02	0.121	-0.022	1,061,820	75,507,144	0.599	0.478	1.621	2,114.199951	49,699,000	380,000
AB	2002-08-09	0.114	-0.007	1,061,820	75,508,040	0.598	0.485	1.32	2,348.300049	49,652,000	336,400
AB	2002-08-16	0.101	-0.013	1,061,820	75,999,992	0.598	0.498	1.405	2,538.399902	49,605,000	261,800
AB	2002-08-23	0.095	-0.006	1,061,820	76,000,600	0.598	0.503	0.226	2,548.300049	48,834,076	239,800
AB	2002-08-30	0.106	0.011	995,558	76,001,288	0.569	0.463	1.511	2,360.600098	48,063,152	333,800
AB	2002-09-06	0.062	-0.044	995,558	76,000,000	0.57	0.508	1.272	2,272.399902	47,292,232	297,249.96875
AB	2002-09-13	0.071	0.009	995,558	76,000,000	0.57	0.499	1.353	2,314.199951	46,521,308	215,000
AB	2002-09-20	0.069	-0.002	995,558	76,000,000	0.57	0.501	1.888	2,188.800049	45,750,384	300,800
AB	2002-09-27	0.097	0.028	995,558	76,000,000	0.57	0.473	1.586	2,128	44,979,460	442,200
AB	2002-10-04	0.084	-0.013	955,688	76,001,496	0.563	0.478	1.285	2,026.199951	44,208,540	329,600
AB	2002-10-11	0.074	-0.011	955,688	75,999,248	0.562	0.489	1.609	2,000.300049	43,437,616	392,800
AB	2002-10-18	0.047	-0.027	955,688	76,000,000	0.563	0.516	1.748	2,276.199951	42,666,692	336,000
AB	2002-10-25	0.05	0.004	955,688	76,000,000	0.562	0.512	1.431	2,276.199951	41,895,768	194,800
AB	2002-11-01	0.046	-0.005	898,563.9375	76,000,000	0.538	0.492	1.52	2,295.199951	41,124,848	227,400
AB	2002-11-08	0.05	0.004	898,563.9375	76,000,000	0.539	0.489	1.32	2,333.199951	40,353,924	338,800
AB	2002-11-15	0.058	0.009	898,563.9375	76,127,664	0.538	0.48	1.769	2,325.699951	39,583,000	248,400
AB	2002-11-22	0.04	-0.019	898,563.9375	76,125,224	0.539	0.499	1.217	2,577.600098	39,830,788	302,800
AB	2002-11-29	0.062	0.022	898,563.9375	76,126,360	0.538	0.476	2.063	2,662.899902	40,078,580	307,500
AB	2002-12-06	0.049	-0.013	989,935	76,127,184	0.567	0.518	1.411	2,525.899902	40,326,368	299,200
AB	2002-12-13	0.1	0.051	989,935	76,126,544	0.567	0.467	1.852	2,466.5	40,574,156	167,800
AB	2002-12-20	0.069	-0.031	989,935	76,125,192	0.567	0.498	1.132	2,432.199951	40,821,948	190,200
AB	2002-12-27	0.151	0.083	989,935	76,126,304	0.567	0.416	1.76	2,338.600098	41,069,736	128,500
AB	2003-01-03	0.173	0.022	1,240,971	76,126,544	0.63	0.457	1.476	2,466.5	41,317,528	236,000
AB	2003-01-10	0.176	0.003	1,240,971	76,125,936	0.63	0.454	1.449	2,538.800049	41,565,316	232,600
AB	2003-01-17	0.119	-0.057	1,240,971	76,126,352	0.631	0.511	0.993	2,470.300049	41,813,104	206,200
AB	2003-01-24	0.147	0.028	1,240,971	76,127,112	0.631	0.484	1.401	2,299.800049	42,060,896	192,000
AB	2003-01-31	0.11	-0.037	1,063,425	76,127,296	0.593	0.482	1.784	2,272.399902	42,308,684	200,000
AB	2003-02-07	0.132	0.022	1,063,425	76,124,776	0.593	0.461	1.802	2,135.300049	42,556,472	180,600
AB	2003-02-14	0.128	-0.004	1,063,425	76,128,104	0.593	0.465	1.64	2,115.600098	42,804,264	205,600
AB	2003-02-21	0.128	0	1,063,425	76,127,480	0.593	0.465	1.561	2,221.399902	43,052,052	168,250
AB	2003-02-28	0.154	0.026	1,063,425	76,127,664	0.594	0.44	2.108	2,146.800049	43,299,844	167,600
AB	2003-03-07	0.014	-0.14	576,360	76,127,664	0.465	0.451	3.28	2,146.800049	43,547,632	191,200
AB	2003-03-14	0.022	0.008	576,360	76,125,904	0.464	0.443	2.78	2,116.300049	43,795,420	302,000
AB	2003-03-21	0.027	0.005	576,360	76,125,000	0.464	0.437	3.187	2,314.199951	44,043,212	285,400
AB	2003-03-28	-0.009	-0.036	576,360	76,818,648	0.464	0.473	2.28	2,257.699951	44,291,000	192,200
AB	2003-04-04	-0.055	-0.046	501,249.96875	76,816,656	0.435	0.49	2.562	2,287.600098	42,698,856	228,800
AB	2003-04-11	-0.01	0.045	501,249.96875	76,819,400	0.435	0.445	3.535	2,296.899902	41,106,716	130,200
AB	2003-04-18	-0.022	-0.013	501,249.96875	76,816,720	0.435	0.457	2.758	2,389	39,514,572	209,750
AB	2003-04-25	-0.056	-0.033	501,249.96875	76,818,464	0.435	0.491	2.919	2,445.899902	37,922,428	191,800
AB	2003-05-02	0.053	0.109	722,874	76,816,768	0.498	0.445	2.195	2,456.600098	36,330,284	288,600
AB	2003-05-09	0.006	-0.047	722,874	76,817,024	0.498	0.492	1.355	2,418.199951	34,738,144	198,600
AB	2003-05-16	0.025	0.019	722,874	76,925,920	0.497	0.472	2.058	2,492.399902	33,146,000	159,600
AB	2003-05-23	-0.036	-0.061	722,874	76,926,096	0.497	0.534	2.109	2,550.100098	34,066,152	222,400
AB	2003-05-30	-0.005	0.032	645,247	76,925,712	0.477	0.482	2.654	2,692.399902	34,986,308	295,750.03125
AB	2003-06-06	0.025	0.03	645,247	76,924,688	0.477	0.452	2.146	2,931.600098	35,906,460	385,000
AB	2003-06-13	-0.087	-0.112	645,247	76,924,720	0.477	0.564	2.123	2,881.600098	36,826,616	218,400
AB	2003-06-20	-0.039	0.048	645,247	76,924,752	0.477	0.516	1.57	2,831.600098	37,746,768	214,600
AB	2003-06-27	-0.043	-0.005	645,247	76,927,048	0.478	0.521	1.85	2,836.300049	38,666,924	185,600
AB	2003-07-04	0.143	0.186	985,363	76,926,616	0.56	0.417	1.194	2,840.899902	39,587,076	117,250
AB	2003-07-11	0.037	-0.105	985,363	76,926,152	0.56	0.522	2.269	2,885.5	40,507,232	227,200
AB	2003-07-18	0.059	0.022	985,363	76,926,272	0.56	0.501	1.794	2,775.5	41,427,384	318,400
AB	2003-07-25	0.105	0.046	985,363	76,925,624	0.56	0.455	1.174	2,792.399902	42,347,540	164,400
AB	2003-08-01	0.081	-0.025	849,761	76,924,552	0.554	0.474	1.944	2,803.899902	43,267,692	253,200
AB	2003-08-08	0.05	-0.031	849,761	76,926,072	0.555	0.505	1.146	2,767.800049	44,187,848	170,800
AB	2003-08-15	0.093	0.043	849,761	77,292,016	0.555	0.462	1.837	2,805.699951	45,108,000	107,400
AB	2003-08-22	0.086	-0.007	849,761	77,293,752	0.555	0.469	1.469	2,773.300049	42,303,784	111,200
AB	2003-08-29	0.138	0.052	849,761	77,293,776	0.555	0.417	1.424	2,736.199951	39,499,572	112,100
AB	2003-09-05	-0.018	-0.156	403,255	77,293,040	0.43	0.449	3.587	2,698.300049	36,695,356	262,000
AB	2003-09-12	-0.086	-0.068	403,255	77,293,296	0.431	0.517	6.193	2,767.100098	33,891,144	212,400
AB	2003-09-19	-0.041	0.045	403,255	77,292,408	0.431	0.472	2.363	2,820.399902	31,086,928	160,200
AB	2003-09-26	-0.03	0.011	403,255	77,291,728	0.431	0.461	2.533	2,736.899902	28,282,714	156,600
AB	2003-10-03	-0.081	-0.05	343,064	77,292,904	0.404	0.485	5.731	2,612.5	25,478,500	538,000
AB	2003-10-10	-0.137	-0.056	343,064	77,293,944	0.404	0.541	5.105	2,616.399902	22,674,286	292,600
AB	2003-10-17	-0.118	0.019	343,064	77,293,120	0.404	0.522	3.547	2,652.699951	19,870,072	230,800
AB	2003-10-24	-0.099	0.019	343,064	77,292,120	0.405	0.504	3.754	2,500.399902	17,065,858	250,800
AB	2003-10-31	-0.053	0.046	410,291	77,292,224	0.424	0.477	4.792	2,594.699951	14,261,643	358,200
AB	2003-11-07	-0.115	-0.062	410,291	77,291,336	0.424	0.539	5.486	2,454	11,457,430	1,538,599.875
AB	2003-11-14	-0.132	-0.017	410,291	77,293,016	0.426	0.558	4.59	2,389.899902	8,653,214	984,200
AB	2003-11-21	-0.139	-0.007	410,291	77,521,952	0.426	0.565	5.481	2,383.800049	5,849,000	541,400
AB	2003-11-28	-0.142	-0.003	410,291	77,521,736	0.426	0.568	4.448	2,496.199951	6,503,500	583,250
AB	2003-12-05	0.072	0.215	1,312,599	77,523,080	0.629	0.556	1.186	2,519.5	7,158,000	509,000
AB	2003-12-12	0.039	-0.033	1,312,599	77,521,736	0.628	0.589	1.095	2,496.199951	7,812,500	755,800

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