Split (1)

train · 2.54M rows

symbol string	datetime string	short_volume int64	total_volume int64	short_volume_ratio_exchange float64	retail_short_ratio float64	institutional_short_ratio float64	market_maker_short_ratio float64
ABG	2024-05-31	138,046	233,198	0.765448	0.010162	0.939327	0.05051
ABG	2024-06-07	151,218	237,564	0.580039	0.024252	0.898249	0.077499
ABG	2024-06-14	215,154	312,092	0.742977	0.008408	0.93943	0.052161
ABG	2024-06-21	243,598	558,091	0.747962	0.012357	0.935209	0.052433
ABG	2024-06-28	212,389	463,626	0.569981	0.013881	0.955995	0.030124
ABG	2024-07-05	158,524	267,170	0.610933	0.009685	0.953056	0.037259
ABG	2024-07-12	205,623	317,791	0.709082	0.004783	0.952924	0.042294
ABG	2024-07-19	192,107	338,476	0.606127	0.005728	0.913415	0.080858
ABG	2024-07-26	186,495	368,187	0.445784	0.003515	0.974912	0.021574
ABG	2024-08-02	238,030	392,658	0.574725	0.010298	0.948915	0.040787
ABG	2024-08-09	182,210	273,780	0.70772	0.002816	0.975619	0.021566
ABG	2024-08-16	149,993	230,857	0.66901	0.007056	0.96886	0.024085
ABG	2024-08-23	124,081	202,377	0.603476	0.007545	0.965143	0.027312
ABG	2024-08-30	162,622	262,850	0.64664	0.011315	0.949128	0.039557
ABG	2024-09-06	140,901	223,539	0.721917	0.010091	0.948563	0.041347
ABG	2024-09-13	337,400	436,510	0.794189	0.012696	0.953751	0.033553
ABG	2024-09-20	309,141	630,644	0.714992	0.007703	0.961108	0.031189
ABG	2024-09-27	241,153	406,759	0.644131	0.014592	0.958333	0.027075
ABG	2024-10-04	171,624	275,250	0.677738	0.007676	0.954073	0.038252
ABG	2024-10-11	134,610	225,913	0.616559	0.004429	0.979198	0.016373
ABG	2024-10-18	135,733	260,992	0.72743	0.004529	0.991515	0.003956
ABG	2024-10-25	232,104	289,161	0.855573	0.011966	0.982242	0.005792
ABG	2024-11-01	213,337	435,938	0.529721	0.006747	0.988702	0.004551
ABG	2024-11-08	166,467	318,244	0.58505	0.012267	0.986631	0.001102
ABG	2024-11-15	146,926	254,710	0.736303	0.014318	0.983993	0.001689
ABG	2024-11-22	121,030	231,058	0.564275	0.006361	0.992141	0.001498
ABG	2024-11-29	104,267	208,195	0.561649	0.006556	0.992423	0.001021
ABG	2024-12-06	152,660	254,926	0.662566	0.004394	0.991943	0.003663
ABG	2024-12-13	129,176	226,714	0.683826	0.01048	0.986751	0.002769
ABG	2024-12-20	204,570	581,879	0.568522	0.008255	0.985818	0.005927
ABG	2024-12-27	71,046	120,120	0.589193	0.003513	0.992065	0.004422
ABG	2025-01-03	126,860	189,016	0.658204	0.01026	0.979946	0.009794
ABG	2025-01-10	107,671	196,621	0.745443	0.005418	0.976771	0.017811
ABG	2025-01-17	142,346	274,092	0.57653	0.007281	0.988791	0.003927
ABG	2025-01-24	137,488	241,940	0.720944	0.013157	0.976178	0.010666
ABG	2025-01-31	292,711	486,706	0.698311	0.014421	0.981384	0.004195
ABG	2025-02-07	192,566	294,523	0.732486	0.012863	0.984594	0.002543
ABG	2025-02-14	199,875	297,988	0.738549	0.008833	0.98756	0.003607
ABG	2025-02-21	154,137	215,935	0.651767	0.019873	0.979934	0.000193
ABG	2025-02-28	170,138	272,022	0.627165	0.007074	0.991384	0.001542
ABG	2025-03-07	214,288	332,856	0.650271	0.015389	0.983619	0.000992
ABG	2025-03-14	209,211	368,785	0.713599	0.014606	0.982639	0.002755
ABG	2025-03-21	187,145	494,203	0.575653	0.016948	0.981627	0.001425
ABG	2025-03-28	197,378	309,294	0.650847	0.008398	0.990656	0.000946
ABG	2025-04-04	170,469	295,435	0.508802	0.018038	0.980015	0.001947
ABL	2011-01-07	2,284	4,106	0.50932	0.978885	0.021115	0
ABL	2011-01-14	900	1,816	null	1	0	0
ABL	2011-01-21	2,174	3,628	0.391414	1	0	0
ABL	2011-01-28	3,542	7,758	0.73172	0.958333	0.041667	0
ABL	2011-02-04	770	1,370	0.119938	null	null	null
ABL	2011-02-11	29,994	33,794	0.809474	0.984615	0.015385	0
ABL	2011-02-18	41,260	45,422	null	0.502513	0.247487	0.25
ABL	2011-02-25	100	598	0.167224	1	0	0
ABL	2011-03-04	4,466	12,468	null	null	null	null
ABL	2011-03-11	18,595	27,668	0.421989	0.955913	0.044087	0
ABL	2011-03-18	14,019	28,098	0.501047	null	null	null
ABL	2011-03-25	11,502	20,459	0.570449	0.920053	0.079947	0
ABL	2011-04-01	17,495	31,818	0.465936	0.968534	0.031466	0
ABL	2011-04-08	11,182	24,290	0.374473	0.903941	0.096059	0
ABL	2011-04-15	2,763	7,858	0.578657	0.904274	0.095726	0
ABL	2011-04-22	3,141	11,526	0.236686	0.75	0.25	0
ABL	2011-04-29	3,305	10,619	0.246053	null	null	null
ABL	2011-05-06	9,125	21,284	0.431753	0.69296	0.30704	0
ABL	2011-05-13	13,700	30,894	0.334267	0.716328	0.283672	0
ABL	2011-05-20	14,153	45,425	0.297219	0.918844	0.081156	0
ABL	2011-05-27	2,958	22,382	0.253203	null	null	null
ABL	2011-06-03	3,984	12,007	0.221637	1	0	0
ABL	2011-06-10	400	7,598	0.115778	null	null	null
ABL	2011-06-17	2,343	17,956	0.099854	null	null	null
ABL	2011-06-24	2,223	9,119	0.187439	null	null	null
ABL	2011-07-01	3,904	9,554	null	null	null	null
ABL	2011-07-08	956	3,565	0.47378	null	null	null
ABL	2011-07-15	7,750	13,168	0.537824	0.223587	0.776413	0
ABL	2011-07-22	3,400	5,175	0.549048	null	null	null
ABL	2011-07-29	1,940	8,794	0.270035	null	null	null
ABL	2011-08-05	900	6,149	0.17655	null	null	null
ABL	2011-08-12	3,405	18,554	0.126317	null	null	null
ABL	2011-08-19	1,232	4,315	0.317272	null	null	null
ABL	2011-08-26	850	2,550	null	null	null	null
ABL	2011-09-02	2,744	5,414	0.481472	0.8	0.2	0
ABL	2011-09-09	2,104	3,204	null	null	null	null
ABL	2011-09-16	100	552	null	null	null	null
ABL	2011-09-23	1,023	1,694	null	null	null	null
ABL	2011-09-30	1,200	2,808	null	null	null	null
ABL	2011-10-07	700	5,352	null	null	null	null
ABL	2011-10-14	700	900	null	null	null	null
ABL	2011-10-21	1,700	1,950	null	null	null	null
ABL	2011-10-28	7,550	10,176	null	null	null	null
ABL	2011-11-04	300	1,840	null	null	null	null
ABL	2011-11-11	600	2,536	null	null	null	null
ABL	2011-11-18	200	1,309	null	null	null	null
ABL	2011-11-25	2,300	5,658	null	null	null	null
ABL	2011-12-02	1,423	1,623	null	null	null	null
ABL	2011-12-09	1,800	7,100	null	null	null	null
ABL	2011-12-16	200	1,978	null	null	null	null
ABL	2011-12-23	500	1,100	null	null	null	null
ABL	2011-12-30	900	1,418	null	null	null	null
ABL	2012-01-06	4,994	8,285	null	null	null	null
ABL	2012-01-13	2,100	17,166	0.357556	0.171429	0.828571	0
ABL	2012-01-20	10,600	27,560	0.310029	null	null	null

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