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
AAT	2014-02-21	-0.086	-0.051	604,757	40,388,292	0.45	0.536	2.017	1,352.199951	64,645,000	192,000
AAT	2014-02-28	-0.13	-0.044	604,757	40,387,060	0.45	0.58	2.34	1,335.599976	64,575,800	441,000
AAT	2014-03-07	-0.024	0.106	691,116.0625	40,386,728	0.464	0.488	1.939	1,326.300049	64,506,600	135,600
AAT	2014-03-14	-0.077	-0.053	691,116.0625	40,387,996	0.464	0.542	2.253	1,332.400024	64,437,400	120,000
AAT	2014-03-21	-0.042	0.036	750,969	40,387,780	0.49	0.532	1.323	1,374.800049	64,368,200	152,000
AAT	2014-03-28	-0.044	-0.002	750,969	40,386,904	0.491	0.534	1.561	1,357	64,299,000	128,920
AAT	2014-04-04	-0.057	-0.013	714,802	40,388,148	0.465	0.522	1.967	1,363.099976	64,229,800	121,200
AAT	2014-04-11	-0.049	0.008	714,802	40,388,736	0.465	0.515	1.86	1,319.5	64,160,600	142,800
AAT	2014-04-18	-0.047	0.003	830,999	40,387,968	0.496	0.543	1.614	1,342.900024	64,091,400	121,750
AAT	2014-04-25	-0.013	0.034	830,999	40,387,132	0.496	0.509	1.519	1,356.199951	64,022,200	135,600
AAT	2014-05-02	-0.024	-0.011	775,830	41,935,396	0.455	0.479	2.254	1,453.900024	63,953,000	150,200
AAT	2014-05-09	-0.034	-0.01	775,830	41,935,764	0.456	0.489	1.911	1,449.300049	63,817,000	157,800
AAT	2014-05-16	-0.02	0.014	829,861	41,934,164	0.469	0.489	1.259	1,439.599976	63,681,000	218,000
AAT	2014-05-23	-0.022	-0.002	829,861	41,934,636	0.469	0.491	0.951	1,437.099976	63,545,000	126,800
AAT	2014-05-30	-0.083	-0.06	789,203	41,935,864	0.435	0.518	1.513	1,438.400024	63,409,000	247,750
AAT	2014-06-06	-0.094	-0.011	789,203	41,934,004	0.435	0.529	1.366	1,461.400024	63,273,000	193,000
AAT	2014-06-13	-0.073	0.021	789,203	41,933,868	0.435	0.508	1.509	1,420.300049	63,137,000	140,700
AAT	2014-06-20	-0.108	-0.035	675,010	41,936,516	0.391	0.499	1.458	1,440.099976	63,001,000	210,600
AAT	2014-06-27	-0.115	-0.007	675,010	41,935,392	0.391	0.507	1.684	1,440.900024	62,865,000	170,080
AAT	2014-07-04	-0.115	0	660,050	41,935,856	0.382	0.497	2.374	1,451.400024	62,729,000	133,000
AAT	2014-07-11	-0.155	-0.04	660,050	41,934,004	0.382	0.537	1.645	1,461.400024	62,593,000	118,800
AAT	2014-07-18	-0.132	0.023	694,995.9375	41,935,396	0.39	0.522	1.748	1,492.900024	62,457,000	185,800
AAT	2014-07-25	-0.13	0.002	694,995.9375	41,935,120	0.389	0.52	1.753	1,486.599976	62,321,000	130,800
AAT	2014-08-01	-0.067	0.063	751,038	42,614,800	0.416	0.483	1.392	1,457	62,185,000	163,000
AAT	2014-08-08	-0.11	-0.043	751,038	42,616,096	0.417	0.527	1.453	1,477.5	62,553,428	186,600
AAT	2014-08-15	-0.023	0.087	874,459	42,615,692	0.46	0.483	1.451	1,482.599976	62,921,856	159,400
AAT	2014-08-22	-0.07	-0.046	874,459	42,616,396	0.46	0.53	1.33	1,492	63,290,280	125,700
AAT	2014-08-29	-0.048	0.022	874,459	42,616,260	0.46	0.508	1.465	1,493.699951	63,658,716	118,200
AAT	2014-09-05	-0.126	-0.078	700,841	42,614,600	0.401	0.527	2.198	1,506	64,027,144	133,750
AAT	2014-09-12	-0.1	0.026	700,841	42,615,520	0.401	0.501	1.594	1,438.699951	64,395,572	119,400
AAT	2014-09-19	-0.048	0.052	685,967	42,614,008	0.395	0.443	1.782	1,429.699951	64,764,000	172,200
AAT	2014-09-26	-0.112	-0.064	685,967	42,616,348	0.394	0.506	1.986	1,428.5	65,132,428	200,600
AAT	2014-10-03	-0.117	-0.006	742,741	42,614,980	0.399	0.516	2.512	1,445.5	65,500,856	203,200
AAT	2014-10-10	-0.088	0.029	742,741	42,615,520	0.399	0.487	2.231	1,466.400024	65,869,284	101,600
AAT	2014-10-17	-0.05	0.039	918,478	42,616,176	0.441	0.49	1.303	1,485.599976	66,237,716	164,600
AAT	2014-10-24	-0.088	-0.038	918,478	42,616,392	0.44	0.529	1.164	1,565.300049	66,606,144	126,200
AAT	2014-10-31	-0.013	0.076	988,595.9375	42,616,060	0.452	0.465	0.998	1,633.900024	66,974,572	169,600
AAT	2014-11-07	-0.057	-0.044	988,595.9375	43,613,860	0.446	0.503	1.605	1,673.900024	67,343,000	173,000
AAT	2014-11-14	0.002	0.059	988,595.9375	43,615,924	0.447	0.445	1.133	1,687.5	67,285,336	164,600
AAT	2014-11-21	-0.101	-0.103	918,307.9375	43,615,528	0.435	0.537	2.119	1,674.400024	67,227,664	115,400
AAT	2014-11-28	-0.059	0.043	918,307.9375	43,615,776	0.436	0.494	1.244	1,714.099976	67,170,000	149,500
AAT	2014-12-05	-0.096	-0.037	714,181	43,613,816	0.385	0.481	2.007	1,705.300049	67,112,336	183,000
AAT	2014-12-12	-0.157	-0.06	714,181	43,614,520	0.384	0.541	1.624	1,706.199951	67,054,668	123,800
AAT	2014-12-19	-0.118	0.039	716,825	43,615,676	0.391	0.509	1.889	1,725	66,997,000	264,400
AAT	2014-12-26	-0.165	-0.047	716,825	43,614,604	0.391	0.556	1.687	1,767.699951	66,939,332	116,150
AAT	2015-01-02	-0.072	0.093	599,696	43,614,072	0.359	0.431	1.682	1,760.699951	66,881,668	86,500
AAT	2015-01-09	-0.163	-0.091	599,696	43,614,200	0.359	0.522	1.84	1,842.699951	66,824,000	183,800
AAT	2015-01-16	-0.109	0.053	525,575	43,615,872	0.346	0.456	2.442	1,934.800049	66,766,332	158,000
AAT	2015-01-23	-0.135	-0.026	525,575	43,615,860	0.347	0.482	1.464	1,914.300049	66,708,668	109,625
AAT	2015-01-30	-0.092	0.043	622,687	43,614,240	0.387	0.479	1.861	1,935.599976	66,651,000	173,520
AAT	2015-02-06	-0.13	-0.038	622,687	43,615,872	0.387	0.517	1.896	1,857.599976	66,593,332	172,000
AAT	2015-02-13	-0.139	-0.009	622,687	43,614,768	0.387	0.526	1.884	1,854.5	66,535,668	116,300
AAT	2015-02-20	-0.098	0.041	613,643	43,567,580	0.381	0.478	1.912	1,859.900024	66,478,000	91,250
AAT	2015-02-27	-0.16	-0.063	613,643	43,566,552	0.381	0.542	2.55	1,787.099976	66,433,700	230,200
AAT	2015-03-06	-0.118	0.042	525,500	43,567,688	0.341	0.459	1.678	1,747.5	66,389,400	148,200
AAT	2015-03-13	-0.171	-0.053	525,500	43,567,000	0.341	0.512	2.321	1,827.199951	66,345,100	153,900
AAT	2015-03-20	-0.164	0.007	517,663	43,567,252	0.335	0.5	2.387	1,937	66,300,800	201,000
AAT	2015-03-27	-0.146	0.019	517,663	43,567,116	0.336	0.481	1.885	1,876	66,256,500	125,800
AAT	2015-04-03	-0.099	0.047	567,695	43,568,456	0.351	0.45	2.016	1,883.900024	66,212,200	112,500
AAT	2015-04-10	-0.143	-0.044	567,695	43,567,696	0.351	0.494	1.891	1,834.199951	66,167,900	149,000
AAT	2015-04-17	-0.142	0.001	492,465.96875	43,567,264	0.323	0.465	2.388	1,794.099976	66,123,600	98,600
AAT	2015-04-24	-0.177	-0.035	492,465.96875	43,567,124	0.323	0.5	3.957	1,807.599976	66,079,300	197,400
AAT	2015-05-01	-0.159	0.017	415,118.03125	43,820,756	0.294	0.453	2.71	1,765.099976	66,035,000	132,200
AAT	2015-05-08	-0.248	-0.089	415,118.03125	43,821,780	0.294	0.542	3.15	1,770.400024	66,091,460	250,800
AAT	2015-05-15	-0.256	-0.008	315,177.96875	43,819,976	0.258	0.514	3.904	1,776.900024	66,147,928	153,400
AAT	2015-05-22	-0.293	-0.037	315,177.96875	43,820,840	0.258	0.552	4.285	1,770.800049	66,204,384	154,200
AAT	2015-05-29	-0.217	0.076	315,177.96875	43,822,112	0.258	0.475	3.525	1,724.400024	66,260,848	250,500
AAT	2015-06-05	-0.172	0.045	532,847	43,820,688	0.334	0.506	2.137	1,720.400024	66,317,308	170,400
AAT	2015-06-12	-0.16	0.012	532,847	43,821,676	0.333	0.494	2.15	1,734.900024	66,373,768	164,400
AAT	2015-06-19	-0.122	0.038	638,944	43,822,104	0.365	0.487	2.986	1,808.099976	66,430,232	411,000
AAT	2015-06-26	-0.206	-0.084	638,944	43,821,820	0.365	0.57	2.231	1,731.400024	66,486,692	383,200
AAT	2015-07-03	-0.272	-0.066	566,459	43,822,124	0.326	0.597	0.598	1,739.300049	66,543,152	338,750.03125
AAT	2015-07-10	-0.293	-0.022	566,459	43,821,236	0.325	0.618	2.509	1,799.300049	66,599,616	186,000
AAT	2015-07-17	-0.18	0.114	562,121	43,822,104	0.33	0.51	2.876	1,808.099976	66,656,076	94,480
AAT	2015-07-24	-0.182	-0.002	562,121	43,821,904	0.33	0.512	2.014	1,820.800049	66,712,540	164,800
AAT	2015-07-31	-0.225	-0.043	514,521	44,908,700	0.304	0.529	2.579	1,869.099976	66,769,000	237,200
AAT	2015-08-07	-0.253	-0.028	514,521	44,910,168	0.305	0.558	2.745	1,824.699951	67,091,856	255,400
AAT	2015-08-14	-0.207	0.045	514,521	44,908,872	0.306	0.514	1.955	1,872.699951	67,414,712	201,400
AAT	2015-08-21	-0.241	-0.034	538,859	44,909,712	0.317	0.559	2.235	1,840.400024	67,737,568	161,000
AAT	2015-08-28	-0.256	-0.015	538,859	44,908,680	0.317	0.573	0.426	1,770.300049	68,060,432	229,600
AAT	2015-09-04	-0.175	0.082	528,938	44,907,976	0.307	0.481	2.344	1,683.599976	68,383,288	165,160
AAT	2015-09-11	-0.207	-0.032	528,938	44,909,228	0.306	0.513	1.644	1,731.699951	68,706,144	129,500
AAT	2015-09-18	-0.157	0.05	683,359	44,909,044	0.34	0.497	1.319	1,777.5	69,029,000	207,200
AAT	2015-09-25	-0.185	-0.028	683,359	44,908,872	0.34	0.524	2.143	1,823.300049	69,351,856	249,200
AAT	2015-10-02	-0.168	0.017	815,824	44,908,304	0.362	0.529	1.996	1,861	69,674,712	303,600
AAT	2015-10-09	-0.217	-0.049	815,824	44,908,528	0.361	0.578	1.472	1,890.199951	69,997,568	246,800
AAT	2015-10-16	-0.216	0.001	733,756.0625	44,908,500	0.34	0.555	2.214	1,938.699951	70,320,432	195,000
AAT	2015-10-23	-0.176	0.039	733,756.0625	44,908,048	0.339	0.516	1.443	1,953.5	70,643,288	181,400
AAT	2015-10-30	-0.164	0.013	867,687	44,909,868	0.382	0.546	1.453	1,893.400024	70,966,144	178,800
AAT	2015-11-06	-0.147	0.017	867,687	45,345,864	0.379	0.526	1.313	1,809.300049	71,289,008	304,000
AAT	2015-11-13	-0.144	0.003	867,687	45,345,272	0.379	0.523	1.07	1,773	71,305,064	164,200
AAT	2015-11-20	-0.156	-0.013	760,618	45,346,584	0.373	0.529	1.818	1,825.199951	71,321,136	144,400
AAT	2015-11-27	-0.144	0.013	760,618	45,345,424	0.373	0.516	1.655	1,824.699951	71,337,200	94,500
AAT	2015-12-04	-0.078	0.066	728,562	45,346,280	0.372	0.45	1.47	1,774.400024	71,353,264	205,000
AAT	2015-12-11	-0.137	-0.059	728,562	45,347,444	0.371	0.508	1.51	1,735.900024	71,369,336	124,800
AAT	2015-12-18	-0.157	-0.02	671,128	45,345,008	0.353	0.51	1.57	1,734.900024	71,385,400	281,600
AAT	2015-12-25	-0.231	-0.075	671,128	45,346,204	0.353	0.585	2.528	1,761.699951	71,401,464	215,924.984375
AAT	2016-01-01	-0.095	0.136	651,635	45,345,504	0.347	0.443	1.463	1,739	71,417,536	158,750
AAT	2016-01-08	-0.204	-0.108	651,635	45,346,112	0.347	0.55	1.842	1,703.199951	71,433,600	232,000
AAT	2016-01-15	-0.168	0.036	660,416	45,346,428	0.353	0.52	2.151	1,662.400024	71,449,664	199,800

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