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
AB	2015-10-09	0.008	0.001	1,555,938	100,711,080	0.329	0.321	0.688	2,691	49,891,500	196,200
AB	2015-10-16	0.004	-0.004	1,629,725	100,712,440	0.337	0.334	1.137	2,728.300049	49,439,752	203,400
AB	2015-10-23	-0.009	-0.012	1,629,725	97,770,880	0.345	0.354	1.119	2,679.899902	48,988,000	326,000
AB	2015-10-30	0.051	0.06	1,689,692	97,773,896	0.354	0.303	0.665	2,516.699951	49,519,064	311,800
AB	2015-11-06	0.006	-0.045	1,689,692	97,770,776	0.354	0.347	1.052	2,482.399902	50,050,124	254,400
AB	2015-11-13	-0.013	-0.019	1,689,692	97,773,240	0.353	0.367	0.831	2,397.399902	50,581,188	205,000
AB	2015-11-20	-0.008	0.005	1,422,072.125	97,771,328	0.34	0.348	0.669	2,522.5	51,112,248	209,600
AB	2015-11-27	-0.007	0.001	1,422,072.125	97,773,840	0.34	0.347	0.856	2,481.5	51,643,312	188,750
AB	2015-12-04	-0.12	-0.112	841,617	97,771,840	0.261	0.38	1.761	2,382.699951	52,174,376	457,200
AB	2015-12-11	-0.145	-0.026	841,617	97,771,496	0.26	0.406	1.639	2,250.699951	52,705,436	530,400
AB	2015-12-18	-0.113	0.033	945,110	97,771,576	0.275	0.387	2.239	2,277.100098	53,236,500	537,400
AB	2015-12-25	-0.159	-0.046	945,110	97,771,520	0.275	0.433	1.116	2,430.600098	53,767,564	288,000
AB	2016-01-01	-0.095	0.064	730,955	97,773,584	0.246	0.34	2.313	2,331.899902	54,298,624	246,500
AB	2016-01-08	-0.154	-0.059	730,955	97,773,704	0.245	0.398	2.798	2,134.399902	54,829,688	263,400
AB	2016-01-15	-0.167	-0.013	677,036.0625	97,773,776	0.235	0.402	2.054	1,901.699951	55,360,752	302,000
AB	2016-01-22	-0.172	-0.005	677,036.0625	97,772,152	0.235	0.407	2.309	1,931	55,891,812	418,000
AB	2016-01-29	-0.155	0.017	677,036.0625	97,771,152	0.235	0.39	2.513	1,802.900024	56,422,876	312,000
AB	2016-02-05	-0.11	0.045	592,376	97,772,856	0.217	0.328	2.055	1,764.800049	56,953,936	227,400
AB	2016-02-12	-0.198	-0.087	592,376	100,046,216	0.216	0.414	2.654	1,731.800049	57,485,000	352,000
AB	2016-02-19	-0.151	0.047	533,442	100,042,776	0.206	0.357	2.219	1,870.800049	57,816,544	422,750.03125
AB	2016-02-26	-0.145	0.006	533,442	100,046,104	0.206	0.35	2.157	1,952.900024	58,148,092	207,600
AB	2016-03-04	-0.142	0.002	604,846	100,046,384	0.214	0.356	2.721	2,157	58,479,636	314,600
AB	2016-03-11	-0.166	-0.024	604,846	100,044,920	0.214	0.38	2.232	2,227	58,811,180	310,400
AB	2016-03-18	-0.193	-0.027	682,455	100,042,784	0.223	0.416	2.186	2,338	59,142,728	285,400
AB	2016-03-25	-0.223	-0.029	682,455	100,044,896	0.222	0.445	3.163	2,228	59,474,272	229,000
AB	2016-04-01	-0.194	0.029	359,821	100,045,104	0.173	0.367	4.201	2,440.100098	59,805,820	311,600
AB	2016-04-08	-0.213	-0.019	359,821	100,042,448	0.173	0.386	4.412	2,357	60,137,364	249,600
AB	2016-04-15	-0.128	0.085	426,553	100,046,456	0.186	0.314	3.699	2,369.100098	60,468,908	227,800
AB	2016-04-22	-0.196	-0.068	426,553	100,045,216	0.187	0.383	4.203	2,434.100098	60,800,456	224,000
AB	2016-04-29	-0.147	0.049	426,553	98,382,296	0.187	0.335	2.815	2,311	61,132,000	204,200
AB	2016-05-06	-0.218	-0.071	470,479	98,380,744	0.197	0.415	4.608	2,248	59,928,692	247,600
AB	2016-05-13	-0.147	0.071	470,479	98,380,184	0.197	0.343	2.656	2,204.699951	58,725,384	220,600
AB	2016-05-20	-0.188	-0.041	455,518.03125	98,381,400	0.197	0.385	3.248	2,285.399902	57,522,076	264,400
AB	2016-05-27	-0.145	0.043	455,518.03125	98,381,728	0.196	0.341	2.76	2,304.100098	56,318,768	216,600
AB	2016-06-03	-0.136	0.009	421,433.96875	98,380,912	0.192	0.328	2.682	2,309	55,115,460	147,500
AB	2016-06-10	-0.173	-0.036	421,433.96875	98,381,200	0.192	0.364	3.433	2,260.800049	53,912,152	213,000
AB	2016-06-17	-0.125	0.048	437,280	98,381,200	0.19	0.315	3.22	2,260.800049	52,708,848	188,200
AB	2016-06-24	-0.155	-0.03	437,280	98,379,808	0.19	0.345	3.851	2,222.399902	51,505,540	201,400
AB	2016-07-01	-0.115	0.04	481,641.96875	98,381,528	0.199	0.314	2.627	2,279.5	50,302,232	222,400
AB	2016-07-08	-0.169	-0.054	481,641.96875	98,382,224	0.199	0.368	3.237	2,280.5	49,098,924	165,000
AB	2016-07-15	-0.109	0.061	575,317	98,381,232	0.199	0.307	2.323	2,327.699951	47,895,616	168,400
AB	2016-07-22	-0.133	-0.024	575,317	98,382,480	0.199	0.331	2.205	2,402.5	46,692,308	165,000
AB	2016-07-29	-0.148	-0.016	575,317	96,535,896	0.2	0.348	1.894	2,313	45,489,000	201,600
AB	2016-08-05	-0.146	0.003	515,913	96,532,336	0.195	0.34	2.46	2,060	46,291,768	366,400
AB	2016-08-12	-0.196	-0.051	515,913	96,534,424	0.195	0.391	4.511	2,117	47,094,540	249,600
AB	2016-08-19	-0.154	0.043	478,811	96,533,392	0.191	0.345	2.981	2,124.699951	47,897,308	156,600
AB	2016-08-26	-0.127	0.027	478,811	96,534,256	0.192	0.319	2.445	2,114.100098	48,700,076	206,400
AB	2016-09-02	-0.17	-0.043	286,819	96,533,392	0.156	0.325	3.884	2,124.699951	49,502,848	214,200
AB	2016-09-09	-0.163	0.006	286,819	96,534,792	0.156	0.319	5.862	2,122.800049	50,305,616	253,750
AB	2016-09-16	-0.217	-0.053	277,352	96,534,568	0.154	0.37	5.551	2,192.300049	51,108,384	248,800
AB	2016-09-23	-0.238	-0.022	277,352	96,535,296	0.153	0.391	6.874	2,229	51,911,152	206,800
AB	2016-09-30	-0.185	0.053	253,252	96,535,088	0.141	0.326	5.02	2,201	52,713,924	224,400
AB	2016-10-07	-0.189	-0.004	253,252	96,536,400	0.141	0.33	5.029	2,174	53,516,692	130,200
AB	2016-10-14	-0.142	0.047	253,252	96,533,024	0.141	0.283	6.035	2,118.899902	54,319,460	142,200
AB	2016-10-21	-0.168	-0.026	226,255.015625	96,533,024	0.137	0.305	4.603	2,118.899902	55,122,232	143,000
AB	2016-10-28	-0.193	-0.025	226,255.015625	94,816,520	0.138	0.33	6.26	2,067	55,925,000	266,000
AB	2016-11-04	-0.142	0.051	283,611	94,817,104	0.156	0.298	5.494	1,995.900024	57,344,064	218,000
AB	2016-11-11	-0.282	-0.14	283,611	94,818,184	0.156	0.438	5.278	2,190.300049	58,763,124	317,400
AB	2016-11-18	-0.271	0.011	224,806	94,815,456	0.138	0.409	5.534	2,209.199951	60,182,188	296,800
AB	2016-11-25	-0.293	-0.022	224,806	94,818,368	0.138	0.43	6.008	2,270.899902	61,601,248	263,000
AB	2016-12-02	-0.16	0.133	276,039	94,815,792	0.15	0.31	5.252	2,161.800049	63,020,312	282,600
AB	2016-12-09	-0.245	-0.085	276,039	94,818,960	0.15	0.394	6.764	2,199.800049	64,439,376	522,200
AB	2016-12-16	-0.214	0.031	405,497.96875	94,816,960	0.181	0.394	3.792	2,123.899902	65,858,436	423,800
AB	2016-12-23	-0.346	-0.132	405,497.96875	94,818,560	0.181	0.527	3.839	2,247.199951	67,277,504	378,200
AB	2016-12-30	-0.202	0.144	410,571	94,818,760	0.185	0.387	3.08	2,223.5	68,696,560	291,000
AB	2017-01-06	-0.277	-0.075	410,571	94,817,248	0.184	0.462	4.161	2,308.800049	70,115,624	364,000
AB	2017-01-13	-0.229	0.048	410,571	94,818,560	0.185	0.414	2.652	2,247.199951	71,534,688	420,800
AB	2017-01-20	-0.088	0.141	682,534	94,818,184	0.25	0.338	1.673	2,190.300049	72,953,752	185,500
AB	2017-01-27	-0.146	-0.058	682,534	94,816,416	0.25	0.396	1.539	2,195	74,372,816	216,800
AB	2017-02-03	-0.095	0.051	718,909	94,816,840	0.259	0.355	1.414	2,251.899902	75,791,880	291,600
AB	2017-02-10	-0.117	-0.021	718,909	94,816,240	0.259	0.376	2.256	2,218.699951	77,210,936	307,600
AB	2017-02-17	-0.116	0.001	781,905	96,652,896	0.273	0.388	2.6	2,339	78,630,000	607,400
AB	2017-02-24	-0.172	-0.056	781,905	96,654,008	0.273	0.445	2.307	2,290.699951	75,733,600	444,500
AB	2017-03-03	-0.194	-0.022	583,535	96,653,584	0.234	0.428	3.79	2,218.199951	72,837,200	317,800
AB	2017-03-10	-0.2	-0.006	583,535	96,650,552	0.234	0.434	2.593	2,198.800049	69,940,800	259,400
AB	2017-03-17	-0.179	0.021	626,626	96,653,240	0.24	0.419	3.703	2,160.199951	67,044,400	286,000
AB	2017-03-24	-0.118	0.06	626,626	96,654,376	0.241	0.359	2.255	2,097.399902	64,148,000	372,800
AB	2017-03-31	-0.11	0.008	506,148	96,652,080	0.211	0.321	2.786	2,208.5	61,251,600	316,400
AB	2017-04-07	-0.178	-0.068	506,148	96,653,416	0.212	0.39	3.227	2,189.199951	58,355,200	312,200
AB	2017-04-14	-0.155	0.023	506,148	96,653,584	0.212	0.367	3.247	2,218.199951	55,458,800	570,499.9375
AB	2017-04-21	-0.205	-0.05	413,254.03125	96,650,656	0.184	0.389	3.647	2,213.300049	52,562,400	220,800
AB	2017-04-28	-0.166	0.039	461,068	96,471,616	0.201	0.368	3.431	2,209.199951	49,666,000	502,400
AB	2017-05-05	-0.25	-0.084	461,068	96,473,688	0.201	0.452	5.081	2,016.300049	49,533,768	990,000
AB	2017-05-12	-0.226	0.024	461,068	96,472,816	0.201	0.428	3.622	2,040.400024	49,401,540	576,400
AB	2017-05-19	-0.239	-0.013	456,635	96,472,552	0.197	0.436	3.649	2,021.099976	49,269,308	577,200
AB	2017-05-26	-0.29	-0.051	456,635	96,472,488	0.197	0.487	5.199	2,103.100098	49,137,076	702,800
AB	2017-06-02	-0.263	0.027	529,176	96,473,696	0.214	0.477	3.824	2,199.600098	49,004,848	857,500.0625
AB	2017-06-09	-0.205	0.058	529,176	96,473,120	0.214	0.419	3.285	2,243	48,872,616	402,800
AB	2017-06-16	-0.101	0.105	910,462	96,472,104	0.29	0.391	1.63	2,247.800049	48,740,384	335,200
AB	2017-06-23	-0.114	-0.013	910,462	96,472,344	0.29	0.404	1.9	2,267.100098	48,608,152	319,400
AB	2017-06-30	-0.061	0.053	1,030,897	96,473,576	0.313	0.374	1.731	2,281.600098	48,475,924	264,200
AB	2017-07-07	-0.045	0.016	1,030,897	96,475,000	0.313	0.358	1.623	2,315.399902	48,343,692	220,000
AB	2017-07-14	-0.062	-0.017	1,030,897	96,473,472	0.314	0.375	1.482	2,363.600098	48,211,460	237,000
AB	2017-07-21	-0.082	-0.02	1,068,182	96,472,728	0.311	0.392	1.527	2,387.699951	48,079,232	192,000
AB	2017-07-28	-0.081	0.001	1,068,182	93,505,160	0.318	0.399	1.7	2,267.5	47,947,000	334,200
AB	2017-08-04	-0.032	0.049	1,131,182	93,502,064	0.332	0.364	1.581	2,272.100098	48,032,232	273,600
AB	2017-08-11	-0.05	-0.018	1,131,182	93,503,160	0.333	0.383	0.94	2,220.699951	48,117,460	304,800
AB	2017-08-18	-0.029	0.02	1,133,169	93,502,160	0.343	0.372	1.211	2,159.899902	48,202,692	192,200
AB	2017-08-25	0.001	0.03	1,133,169	93,503,208	0.342	0.341	1.025	2,183.300049	48,287,924	217,400
AB	2017-09-01	-0.051	-0.051	832,972.0625	93,504,232	0.271	0.322	1.642	2,206.699951	48,373,152	151,800

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