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
ABCB	2005-04-15	-0.052	-0.014	136,391.015625	11,776,470	0.452	0.504	3.886	200.199997	15,327,500	28,240
ABCB	2005-04-22	-0.036	0.017	136,391.015625	11,772,429	0.451	0.487	3.369	215.199997	15,389,375	21,000
ABCB	2005-04-29	0.017	0.053	136,391.015625	11,775,862	0.452	0.435	4.824	204.899994	15,451,250	17,400
ABCB	2005-05-06	0.042	0.025	175,131.015625	11,773,932	0.486	0.444	1.769	217.699997	15,513,125	11,700
ABCB	2005-05-13	0.06	0.018	175,131.015625	11,851,428	0.486	0.426	2.651	207.399994	15,575,000	10,720
ABCB	2005-05-20	0.097	0.037	175,131.015625	11,856,824	0.486	0.39	2.927	212	15,559,077	7,460
ABCB	2005-05-27	0.099	0.002	175,131.015625	11,851,851	0.486	0.387	4.408	211.199997	15,543,154	7,680
ABCB	2005-06-03	0.156	0.057	218,130	11,856,322	0.513	0.357	2.625	206.300003	15,527,231	11,925
ABCB	2005-06-10	0.111	-0.046	218,130	11,851,428	0.513	0.402	2.367	207.399994	15,511,308	9,500
ABCB	2005-06-17	0.081	-0.03	218,130	11,853,261	0.513	0.432	6.035	218.100006	15,495,385	25,920
ABCB	2005-06-24	0.053	-0.028	218,130	11,856,824	0.513	0.46	3.198	212	15,479,462	13,760
ABCB	2005-07-01	0.12	0.067	239,728	11,853,713	0.532	0.412	0.546	212.300003	15,463,538	17,220
ABCB	2005-07-08	0.069	-0.051	239,728	11,853,220	0.531	0.462	1.514	224.5	15,447,615	11,875
ABCB	2005-07-15	0.033	-0.036	239,728	11,855,828	0.531	0.499	6.498	231.899994	15,431,692	16,060
ABCB	2005-07-22	0.122	0.089	239,728	11,852,970	0.531	0.409	1.984	235.399994	15,415,769	8,500
ABCB	2005-07-29	0.124	0.002	239,728	11,855,000	0.531	0.408	6.009	237.100006	15,399,846	6,780
ABCB	2005-08-05	0.085	-0.039	201,208	11,854,966	0.502	0.417	3.888	225.600006	15,383,923	8,640
ABCB	2005-08-12	0.113	0.028	201,208	11,864,865	0.502	0.389	4.713	219.5	15,367,999	11,460
ABCB	2005-08-19	0.14	0.026	201,208	11,866,595	0.503	0.364	1.274	220.600006	15,435,692	14,720
ABCB	2005-08-26	0.086	-0.053	201,208	11,867,403	0.503	0.417	4.834	214.800003	15,503,385	7,060
ABCB	2005-09-02	0.09	0.004	190,547.015625	11,866,309	0.488	0.398	5.273	221.899994	15,571,077	11,460
ABCB	2005-09-09	0.081	-0.01	190,547.015625	11,865,860	0.488	0.407	2.479	235.300003	15,638,769	15,475
ABCB	2005-09-16	0.026	-0.055	190,547.015625	11,863,685	0.488	0.462	3.009	222.800003	15,706,462	43,760
ABCB	2005-09-23	0.005	-0.02	190,547.015625	11,868,606	0.488	0.483	1.471	220.399994	15,774,154	14,040
ABCB	2005-09-30	0.049	0.044	217,638	11,865,555	0.506	0.457	1.121	227.699997	15,841,846	18,900
ABCB	2005-10-07	0.071	0.022	217,638	11,865,873	0.506	0.435	0.796	219.399994	15,909,538	11,960
ABCB	2005-10-14	0.049	-0.022	217,638	11,868,549	0.507	0.458	1.592	218.5	15,977,231	12,900
ABCB	2005-10-21	0.074	0.025	217,638	11,865,713	0.507	0.433	2.314	215.600006	16,044,923	11,240
ABCB	2005-10-28	0.07	-0.004	217,638	11,867,373	0.507	0.438	4.082	223.699997	16,112,615	8,980
ABCB	2005-11-04	0.144	0.075	261,159.015625	11,863,799	0.527	0.383	2.53	231.699997	16,180,308	17,240
ABCB	2005-11-11	0.119	-0.025	261,159.015625	11,866,932	0.527	0.408	2.279	239	16,248,001	13,340
ABCB	2005-11-18	0.123	0.004	261,159.015625	11,867,859	0.529	0.406	2.794	238.899994	16,306,056	9,700
ABCB	2005-11-25	0.078	-0.045	261,159.015625	11,863,992	0.529	0.451	2.086	242.5	16,364,111	11,825
ABCB	2005-12-02	0.115	0.037	257,408	11,865,000	0.529	0.414	3.474	237.300003	16,422,167	15,820
ABCB	2005-12-09	0.081	-0.034	257,408	11,863,748	0.529	0.449	3.182	243.800003	16,480,222	9,780
ABCB	2005-12-16	0.101	0.02	257,408	11,867,704	0.529	0.429	1.918	244	16,538,278	27,960
ABCB	2005-12-23	0.097	-0.003	257,408	11,866,146	0.53	0.432	1.764	242.899994	16,596,333	8,980
ABCB	2005-12-30	0.146	0.049	246,892.984375	11,864,919	0.522	0.376	0.479	235.399994	16,654,389	15,675
ABCB	2006-01-06	0.096	-0.05	246,892.984375	11,864,155	0.522	0.426	1.817	239.300003	16,712,444	8,525
ABCB	2006-01-13	0.075	-0.021	246,892.984375	11,865,890	0.522	0.447	2.06	244.199997	16,770,500	12,460
ABCB	2006-01-20	0.094	0.019	246,892.984375	11,866,532	0.522	0.427	1.75	236.5	16,828,556	7,600
ABCB	2006-01-27	0.095	0.001	246,892.984375	11,863,680	0.521	0.426	2.369	248.899994	16,886,612	12,440
ABCB	2006-02-03	0.111	0.016	251,143.015625	11,865,158	0.525	0.414	2.985	241.100006	16,944,666	8,960
ABCB	2006-02-10	0.127	0.015	251,143.015625	11,866,932	0.525	0.399	3.524	239	17,002,722	7,420
ABCB	2006-02-17	0.082	-0.045	251,143.015625	11,864,486	0.526	0.444	1.921	253.899994	17,060,778	11,740
ABCB	2006-02-24	0.028	-0.053	251,143.015625	11,865,217	0.526	0.497	1.08	272.899994	17,118,834	22,975
ABCB	2006-03-03	0.065	0.036	253,158	11,867,932	0.529	0.465	2.323	262.399994	17,176,888	25,880
ABCB	2006-03-10	-0.005	-0.07	253,158	11,867,983	0.53	0.535	5.909	264.299988	17,234,944	19,060
ABCB	2006-03-17	-0.08	-0.075	253,158	12,953,550	0.511	0.591	2.451	295.600006	17,293,000	27,520
ABCB	2006-03-24	0.006	0.085	253,158	12,950,310	0.511	0.506	0.739	291.899994	17,603,376	15,840
ABCB	2006-03-31	0.016	0.01	281,815	12,953,568	0.525	0.51	2.66	301.299988	17,913,750	23,000
ABCB	2006-04-07	-0.055	-0.07	281,815	12,951,699	0.526	0.58	3.72	289.600006	18,224,124	11,720
ABCB	2006-04-14	0.012	0.067	281,815	12,953,272	0.525	0.513	1.56	277.200012	18,534,500	13,100
ABCB	2006-04-21	-0.013	-0.025	281,815	12,953,255	0.526	0.539	1.743	296.5	18,844,876	20,020
ABCB	2006-04-28	0.023	0.036	311,685	12,951,997	0.54	0.517	1.135	288.700012	19,155,250	10,960
ABCB	2006-05-05	0.099	0.076	311,685	12,952,382	0.541	0.441	3.817	285.600006	19,465,624	9,360
ABCB	2006-05-12	0.014	-0.086	311,685	12,969,962	0.542	0.529	1.806	267.700012	19,776,000	15,820
ABCB	2006-05-19	0.035	0.021	311,685	12,965,549	0.544	0.509	1.967	278.5	19,816,924	21,900
ABCB	2006-05-26	-0.031	-0.066	311,685	12,967,997	0.544	0.575	4.884	295.799988	19,857,846	23,720
ABCB	2006-06-02	0.059	0.09	372,329.96875	12,966,741	0.563	0.504	2.124	292.399994	19,898,770	17,250
ABCB	2006-06-09	0.013	-0.046	372,329.96875	12,968,530	0.562	0.549	2.617	276.100006	19,939,692	16,460
ABCB	2006-06-16	-0.041	-0.053	372,329.96875	12,965,359	0.563	0.603	1.542	280.700012	19,980,616	52,760
ABCB	2006-06-23	-0.004	0.037	372,329.96875	12,969,962	0.563	0.567	3.558	267.700012	20,021,538	18,660
ABCB	2006-06-30	0.012	0.016	475,265	12,968,885	0.591	0.579	2.151	300.100006	20,062,462	48,340
ABCB	2006-07-07	0.046	0.033	475,265	12,966,984	0.591	0.546	2.238	286.700012	20,103,384	20,975
ABCB	2006-07-14	-0.002	-0.048	475,265	12,965,583	0.592	0.594	2.136	275	20,144,308	19,420
ABCB	2006-07-21	0.011	0.013	475,265	12,965,950	0.592	0.582	2.035	289.399994	20,185,230	19,160
ABCB	2006-07-28	0.044	0.033	475,265	12,969,005	0.593	0.548	0.396	318	20,226,154	72,420
ABCB	2006-08-04	0.068	0.024	468,758.03125	12,968,105	0.581	0.513	1.264	345.600006	20,267,076	87,960
ABCB	2006-08-11	-0.027	-0.095	468,758.03125	13,024,787	0.582	0.609	0.635	336.299988	20,308,000	67,600
ABCB	2006-08-18	-0.035	-0.008	468,758.03125	13,024,761	0.582	0.616	1.803	341.899994	20,471,692	38,560
ABCB	2006-08-25	0.025	0.06	468,758.03125	13,023,616	0.582	0.556	1.364	336.399994	20,635,384	16,620
ABCB	2006-09-01	0.018	-0.008	496,526.03125	13,025,759	0.591	0.573	0.942	338.799988	20,799,076	32,180
ABCB	2006-09-08	-0.003	-0.02	496,526.03125	13,023,884	0.591	0.594	1.392	338.100006	20,962,770	20,700
ABCB	2006-09-15	0.011	0.013	496,526.03125	13,024,209	0.591	0.58	0.994	349.700012	21,126,462	32,660
ABCB	2006-09-22	-0.019	-0.029	496,526.03125	13,025,830	0.591	0.61	2.099	353	21,290,154	23,400
ABCB	2006-09-29	0.078	0.096	496,526.03125	13,024,624	0.592	0.514	0.388	354.399994	21,453,846	19,900
ABCB	2006-10-06	-0.026	-0.104	469,353.96875	13,026,970	0.582	0.608	1.775	367.100006	21,617,538	28,000
ABCB	2006-10-13	-0.002	0.024	469,353.96875	13,024,562	0.582	0.585	1.073	371.200012	21,781,230	30,200
ABCB	2006-10-20	-0.016	-0.014	469,353.96875	13,023,919	0.582	0.598	2.153	364.799988	21,944,924	26,160
ABCB	2006-10-27	0.029	0.045	469,353.96875	13,026,600	0.582	0.553	1.648	362.399994	22,108,616	27,420
ABCB	2006-11-03	0.066	0.037	479,048	13,026,805	0.594	0.528	0.455	349.899994	22,272,308	22,040
ABCB	2006-11-10	0.013	-0.053	479,048	13,032,847	0.594	0.582	0.625	357.100006	22,436,000	17,700
ABCB	2006-11-17	0.044	0.031	479,048	13,033,391	0.596	0.552	1.245	370.799988	22,515,444	26,600
ABCB	2006-11-24	0.096	0.052	479,048	13,032,787	0.596	0.501	1.502	365.700012	22,594,888	10,975
ABCB	2006-12-01	-0.003	-0.099	424,467	13,034,066	0.588	0.591	1.567	367.299988	22,674,334	25,560
ABCB	2006-12-08	0.052	0.056	424,467	13,032,491	0.587	0.534	1.462	361	22,753,778	13,920
ABCB	2006-12-15	0.009	-0.044	424,467	13,031,802	0.586	0.578	2.158	368.799988	22,833,222	22,720
ABCB	2006-12-22	0.068	0.059	424,467	13,031,754	0.586	0.518	2.129	367.299988	22,912,666	15,800
ABCB	2006-12-29	0.074	0.006	424,467	13,034,066	0.586	0.512	1.478	367.299988	22,992,112	28,050
ABCB	2007-01-05	0.008	-0.066	414,845	13,034,433	0.581	0.573	1.756	363.399994	23,071,556	46,900
ABCB	2007-01-12	-0.006	-0.014	414,845	13,032,485	0.58	0.586	1.991	371.100006	23,151,000	20,600
ABCB	2007-01-19	-0.009	-0.003	414,845	13,034,660	0.581	0.59	1.394	353.5	23,230,444	23,175
ABCB	2007-01-26	-0.011	-0.002	414,845	13,032,038	0.581	0.591	2.275	341.700012	23,309,888	20,260
ABCB	2007-02-02	0.034	0.045	415,841.96875	13,031,359	0.584	0.55	1.172	336.600006	23,389,334	31,840
ABCB	2007-02-09	0.001	-0.033	415,841.96875	13,034,598	0.585	0.584	0.767	312.700012	23,468,778	45,340
ABCB	2007-02-16	0.002	0.002	415,841.96875	13,034,134	0.585	0.583	1.287	309.299988	23,548,222	56,980
ABCB	2007-02-23	-0.024	-0.027	415,841.96875	13,032,285	0.586	0.61	2.18	318.899994	23,627,666	67,975
ABCB	2007-03-02	-0.022	0.002	491,792	13,033,376	0.61	0.632	1.472	308.5	23,707,112	53,020
ABCB	2007-03-09	-0.035	-0.012	491,792	13,031,415	0.611	0.645	1.688	319.399994	23,786,556	43,980

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