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
ABCB	2007-12-21	0.027	-0.015	817,863	13,538,800	0.641	0.614	1.163	246	19,194,668	104,940
ABCB	2007-12-28	0.004	-0.023	817,863	13,537,538	0.641	0.637	0.59	225.399994	18,942,444	50,525
ABCB	2008-01-04	0.051	0.048	839,517	13,538,781	0.657	0.605	0.768	195.5	18,690,222	51,250
ABCB	2008-01-11	0.045	-0.006	839,517	13,537,704	0.656	0.611	0.781	192.100006	18,438,000	53,920
ABCB	2008-01-18	0.059	0.014	836,711	13,539,823	0.662	0.603	0.228	183.600006	18,185,778	62,280
ABCB	2008-01-25	0.054	-0.005	836,711	13,538,462	0.662	0.609	1.535	193.600006	17,933,556	78,000
ABCB	2008-02-01	0.058	0.004	918,334	13,537,766	0.658	0.6	0.521	209.699997	17,681,334	76,340
ABCB	2008-02-08	0.029	-0.029	918,334	13,542,216	0.658	0.629	0.729	205.300003	17,429,112	66,980
ABCB	2008-02-15	0.065	0.036	929,683.9375	13,541,393	0.667	0.602	0.966	206.100006	17,176,888	63,120
ABCB	2008-02-22	0.088	0.024	929,683.9375	13,538,150	0.667	0.579	1.159	200.5	16,924,666	40,200
ABCB	2008-02-29	0.102	0.014	929,683.9375	13,537,271	0.667	0.565	1.134	192.5	16,672,444	44,200
ABCB	2008-03-07	0.097	-0.005	951,107	13,541,034	0.66	0.563	0.405	178.199997	16,420,222	72,200
ABCB	2008-03-14	0.1	0.003	951,107	13,554,377	0.661	0.561	0.729	204.399994	16,167,999	46,260
ABCB	2008-03-21	0.095	-0.005	950,048	13,555,825	0.654	0.559	0.218	223.399994	16,605,111	112,325
ABCB	2008-03-28	0.048	-0.047	950,048	13,557,869	0.654	0.606	1.69	221.399994	17,042,222	45,080
ABCB	2008-04-04	0.122	0.074	1,013,845	13,558,558	0.655	0.533	0.823	210.699997	17,479,334	24,540
ABCB	2008-04-11	0.04	-0.082	1,013,845	13,557,823	0.655	0.615	0.606	199.300003	17,916,444	38,380
ABCB	2008-04-18	0.057	0.017	956,423	13,554,054	0.648	0.591	0.705	200.600006	18,353,556	64,980
ABCB	2008-04-25	0.041	-0.015	956,423	13,555,555	0.648	0.606	0.891	213.5	18,790,666	32,920
ABCB	2008-05-02	0.073	0.032	887,106	13,553,983	0.633	0.56	0.587	210.899994	19,227,778	41,200
ABCB	2008-05-09	0.072	-0	887,106	13,556,020	0.633	0.561	0.445	194.800003	19,664,888	55,320
ABCB	2008-05-16	0.05	-0.023	833,868.0625	13,567,416	0.62	0.57	0.212	193.199997	20,102,000	63,220
ABCB	2008-05-23	0.016	-0.034	833,868.0625	13,566,878	0.62	0.604	0.548	191.699997	20,147,586	50,420
ABCB	2008-05-30	0.054	0.038	857,839	13,566,282	0.623	0.569	0.481	188.300003	20,193,166	37,700
ABCB	2008-06-06	0.029	-0.024	857,839	13,568,597	0.622	0.593	0.983	171.100006	20,238,750	78,460
ABCB	2008-06-13	0.023	-0.006	857,839	13,563,403	0.622	0.599	0.423	169	20,284,334	34,560
ABCB	2008-06-20	-0.002	-0.025	901,269	13,567,363	0.627	0.628	1.846	143	20,329,916	119,920
ABCB	2008-06-27	0.046	0.047	901,269	13,569,819	0.626	0.58	0.529	120.5	20,375,500	140,780
ABCB	2008-07-04	0.03	-0.016	946,562	13,567,251	0.626	0.596	0.665	116	20,421,084	75,250
ABCB	2008-07-11	0.006	-0.023	946,562	13,562,707	0.626	0.619	0.424	122.199997	20,466,666	58,300
ABCB	2008-07-18	0.01	0.004	1,035,822	13,565,218	0.65	0.64	0.351	124.800003	20,512,250	87,000
ABCB	2008-07-25	0.058	0.047	1,035,822	13,562,271	0.65	0.592	0.509	148.100006	20,557,834	40,420
ABCB	2008-08-01	0.074	0.016	1,150,624	13,562,500	0.66	0.586	0.43	151.899994	20,603,416	41,960
ABCB	2008-08-08	0.092	0.018	1,150,624	13,564,529	0.66	0.568	0.339	154.5	20,649,000	33,220
ABCB	2008-08-15	0.089	-0.003	1,044,654	13,560,251	0.651	0.562	0.894	173.300003	20,288,072	34,720
ABCB	2008-08-22	0.095	0.006	1,044,654	13,564,356	0.65	0.555	0.209	164.399994	19,927,142	16,460
ABCB	2008-08-29	0.218	0.123	1,044,654	13,560,732	0.65	0.431	0.399	163	19,566,214	20,380
ABCB	2008-09-05	0.113	-0.106	962,103	13,560,855	0.649	0.536	0.28	164.899994	19,205,286	19,300
ABCB	2008-09-12	0.04	-0.073	962,103	13,561,431	0.649	0.609	0.488	174.399994	18,844,358	37,040
ABCB	2008-09-19	-0.008	-0.048	895,818	13,563,370	0.64	0.648	0.452	204.399994	18,483,428	48,640
ABCB	2008-09-26	-0.034	-0.026	895,818	13,566,833	0.64	0.674	0.708	189.800003	18,122,500	27,880
ABCB	2008-10-03	0.169	0.203	891,883	13,565,950	0.64	0.471	0.918	176.899994	17,761,572	21,820
ABCB	2008-10-10	-0.012	-0.182	891,883	13,567,027	0.64	0.652	1.03	176.100006	17,400,642	44,060
ABCB	2008-10-17	0.08	0.093	855,832	13,562,454	0.656	0.576	0.676	183.5	17,039,714	48,420
ABCB	2008-10-24	-0.008	-0.088	855,832	13,567,840	0.656	0.664	0.814	135	16,678,786	24,860
ABCB	2008-10-31	0.049	0.057	653,712	13,559,782	0.627	0.578	0.654	149.699997	16,317,857	30,280
ABCB	2008-11-07	0.072	0.023	653,712	13,561,644	0.627	0.555	1.843	148.5	15,956,929	17,360
ABCB	2008-11-14	0.102	0.03	653,712	13,567,320	0.628	0.526	1.685	117.900002	15,596,000	29,580
ABCB	2008-11-21	0.03	-0.072	550,801	13,561,346	0.603	0.573	1.747	124.900002	14,753,833	26,460
ABCB	2008-11-28	0.08	0.05	550,801	13,568,420	0.603	0.523	1.607	128.899994	13,911,667	18,550
ABCB	2008-12-05	0.035	-0.045	507,161.96875	13,568,808	0.598	0.563	0.906	147.899994	13,069,500	34,280
ABCB	2008-12-12	0.085	0.05	507,161.96875	13,564,079	0.597	0.512	0.192	145	12,227,333	28,760
ABCB	2008-12-19	0.062	-0.023	481,294.03125	13,563,319	0.584	0.522	1.226	155.300003	11,385,167	55,480
ABCB	2008-12-26	0.036	-0.026	481,294.03125	13,565,301	0.584	0.548	1.151	142.300003	10,543,000	14,475
ABCB	2009-01-02	0.056	0.02	495,795	13,565,825	0.604	0.549	1.742	155.600006	9,700,833	45,875
ABCB	2009-01-09	0.013	-0.042	495,795	13,563,432	0.604	0.591	0.475	145.399994	8,858,667	29,600
ABCB	2009-01-16	0.02	0.007	428,452	13,567,735	0.59	0.57	1.669	131.199997	8,016,500	32,220
ABCB	2009-01-23	-0.012	-0.032	428,452	13,560,410	0.59	0.603	1.798	105.5	7,174,333.5	29,825
ABCB	2009-01-30	0.095	0.107	411,807	13,563,970	0.589	0.494	1.35	103.900002	6,332,166.5	19,240
ABCB	2009-02-06	0.045	-0.05	411,807	13,560,695	0.589	0.544	0.983	117.300003	5,490,000	29,740
ABCB	2009-02-13	0.098	0.053	411,807	13,562,300	0.588	0.49	2.232	84.900002	4,647,833.5	33,300
ABCB	2009-02-20	0.094	-0.004	431,869	13,572,650	0.588	0.494	1.028	79.400002	3,805,666.75	46,125
ABCB	2009-02-27	0.013	-0.081	431,869	13,561,369	0.588	0.574	2.073	67.400002	2,963,500	40,440
ABCB	2009-03-06	0.085	0.072	424,191	13,576,826	0.588	0.503	3.128	53.900002	2,121,333.25	32,740
ABCB	2009-03-13	0.069	-0.016	424,191	13,559,871	0.588	0.519	1.556	83.800003	1,279,166.625	28,600
ABCB	2009-03-20	0.082	0.013	476,857.96875	13,571,427	0.612	0.53	1.385	72.199997	437,000	29,200
ABCB	2009-03-27	0.027	-0.055	476,857.96875	13,579,833	0.612	0.585	1.053	80.800003	2,453,428.5	30,340
ABCB	2009-04-03	0.06	0.032	477,299	13,570,347	0.6	0.54	2.515	89.699997	4,469,857	33,180
ABCB	2009-04-10	0.03	-0.03	477,299	13,578,501	0.6	0.57	1.328	96	6,486,285.5	27,425
ABCB	2009-04-17	0.009	-0.02	280,681	13,572,311	0.494	0.484	2.94	109.800003	8,502,714	20,600
ABCB	2009-04-24	-0.032	-0.042	280,681	13,575,850	0.494	0.526	3.921	87.699997	10,519,143	27,880
ABCB	2009-05-01	0.065	0.097	257,322	13,570,347	0.491	0.427	1.587	89.699997	12,535,571	25,640
ABCB	2009-05-08	0.09	0.025	257,322	13,582,967	0.49	0.401	2.823	92.5	14,552,001	22,220
ABCB	2009-05-15	0.107	0.017	247,206	13,578,767	0.488	0.381	3.01	79.300003	14,489,923	24,840
ABCB	2009-05-22	0.072	-0.035	247,206	13,590,164	0.488	0.415	3.432	82.900002	14,427,846	25,180
ABCB	2009-05-29	0.107	0.035	247,206	13,588,516	0.488	0.381	3.882	85.199997	14,365,769	23,050
ABCB	2009-06-05	0.089	-0.018	251,820.984375	13,582,089	0.487	0.397	1.538	100.099998	14,303,692	21,980
ABCB	2009-06-12	0.072	-0.017	251,820.984375	13,586,956	0.487	0.414	4.359	87.5	14,241,615	25,900
ABCB	2009-06-19	0.108	0.035	272,020	13,581,395	0.492	0.385	3.892	87.599998	14,179,538	23,320
ABCB	2009-06-26	0.145	0.038	272,020	13,585,210	0.492	0.347	1.741	84.5	14,117,462	61,240
ABCB	2009-07-03	0.089	-0.057	258,831.015625	13,585,781	0.486	0.397	0.971	87.900002	14,055,385	40,325
ABCB	2009-07-10	0.066	-0.022	258,831.015625	13,580,441	0.487	0.42	0.627	86.099998	13,993,308	27,720
ABCB	2009-07-17	0.084	0.017	253,411.015625	13,585,781	0.472	0.389	2.176	87.900002	13,931,231	20,880
ABCB	2009-07-24	0.045	-0.039	253,411.015625	13,584,616	0.473	0.428	3.006	88.300003	13,869,154	21,980
ABCB	2009-07-31	0.09	0.045	337,077	13,580,247	0.502	0.412	3.381	88	13,807,077	29,620
ABCB	2009-08-07	0.047	-0.043	337,077	13,575,582	0.503	0.456	2.002	93.400002	13,745,000	29,940
ABCB	2009-08-14	0.135	0.088	337,077	13,580,441	0.503	0.368	2.335	86.099998	13,837,143	16,560
ABCB	2009-08-21	0.1	-0.035	266,595	13,580,981	0.486	0.386	2.337	91.400002	13,929,286	58,040
ABCB	2009-08-28	0.052	-0.048	266,595	13,588,235	0.486	0.435	2.535	92.400002	14,021,429	23,240
ABCB	2009-09-04	0.126	0.074	272,759	13,582,554	0.495	0.369	2.128	87.199997	14,113,571	27,100
ABCB	2009-09-11	0.058	-0.068	272,759	13,574,959	0.495	0.437	0.974	82.400002	14,205,714	34,775
ABCB	2009-09-18	0.101	0.043	274,039	13,576,643	0.509	0.407	2.304	93	14,297,857	27,520
ABCB	2009-09-25	0.034	-0.067	274,039	13,584,132	0.508	0.474	3.321	99.300003	14,390,000	25,020
ABCB	2009-10-02	0.04	0.005	249,966	13,578,501	0.486	0.447	1.728	96	14,482,143	32,660
ABCB	2009-10-09	0.097	0.058	249,966	13,580,598	0.487	0.389	3.435	95.199997	14,574,286	15,600
ABCB	2009-10-16	0.151	0.054	256,694	13,580,981	0.494	0.343	0.688	91.400002	14,666,429	14,220
ABCB	2009-10-23	0.106	-0.046	256,694	13,588,516	0.494	0.389	3.564	85.199997	14,758,571	33,400
ABCB	2009-10-30	0.297	0.191	416,793	13,582,343	0.612	0.315	1.128	80	14,850,714	42,160
ABCB	2009-11-06	0.254	-0.043	416,793	13,578,155	0.614	0.36	2.068	72.099998	14,942,857	50,540
ABCB	2009-11-13	0.171	-0.083	416,793	13,686,006	0.614	0.443	0.918	80.199997	15,035,000	38,060

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