Split (1)

train · 2.55M 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
ACM	2024-10-11	538,151	1,177,106	0.589785	0.014678	0.982433	0.002889
ACM	2024-10-18	392,802	1,137,129	0.570259	0.020039	0.978153	0.001809
ACM	2024-10-25	366,330	761,795	0.49759	0.019862	0.978475	0.001663
ACM	2024-11-01	630,867	1,344,838	0.536531	0.014141	0.98014	0.00572
ACM	2024-11-08	745,194	1,570,984	0.612089	0.019908	0.974814	0.005278
ACM	2024-11-15	772,035	1,630,190	0.615444	0.042731	0.955851	0.001418
ACM	2024-11-22	943,268	1,724,138	0.720581	0.022494	0.974334	0.003172
ACM	2024-11-29	863,819	1,624,951	0.717782	0.024766	0.97454	0.000693
ACM	2024-12-06	409,017	1,111,636	0.535831	0.024486	0.971566	0.003948
ACM	2024-12-13	514,768	1,201,120	0.598554	0.040537	0.958188	0.001274
ACM	2024-12-20	689,688	2,426,925	0.504013	0.010251	0.985678	0.004071
ACM	2024-12-27	178,602	466,314	0.412658	0.010992	0.96265	0.026358
ACM	2025-01-03	249,027	766,566	0.446305	0.008515	0.988797	0.002688
ACM	2025-01-10	531,961	927,564	0.637144	0.018811	0.974321	0.006868
ACM	2025-01-17	1,956,729	3,898,219	0.588161	0.035063	0.960468	0.004469
ACM	2025-01-24	554,550	1,025,686	0.715462	0.016249	0.977684	0.006066
ACM	2025-01-31	1,022,236	1,905,209	0.672323	0.030552	0.968264	0.001184
ACM	2025-02-07	973,794	1,934,691	0.542305	0.015683	0.9814	0.002916
ACM	2025-02-14	817,638	1,462,439	0.635107	0.026755	0.971417	0.001828
ACM	2025-02-21	615,957	1,249,196	0.686279	0.02034	0.977057	0.002603
ACM	2025-02-28	1,011,863	2,316,590	0.66062	0.039322	0.949253	0.011426
ACM	2025-03-07	881,727	1,633,171	0.680627	0.014228	0.983917	0.001855
ACM	2025-03-14	896,759	1,827,447	0.568686	0.012974	0.982934	0.004092
ACM	2025-03-21	1,193,320	2,628,444	0.660034	0.01135	0.986577	0.002073
ACM	2025-03-28	760,714	1,589,518	0.663274	0.020693	0.978436	0.000872
ACM	2025-04-04	533,821	1,095,242	0.568825	0.011261	0.986936	0.001803
ACMR	2011-01-07	25,200	92,539	0.22123	0.423775	0.569082	0.007143
ACMR	2011-01-14	8,650	28,880	0.418897	0.40483	0.39327	0.2019
ACMR	2011-01-21	9,900	55,287	0.255065	0.277457	0.676015	0.046528
ACMR	2011-01-28	25,348	39,129	0.658469	0.334061	0.649927	0.016012
ACMR	2011-02-04	9,670	43,894	0.244509	0.227388	0.772612	0
ACMR	2011-02-11	20,603	45,112	0.492993	0.511672	0.474085	0.014243
ACMR	2011-02-18	225,797	735,723	0.296776	0.351669	0.629768	0.018564
ACMR	2011-02-25	26,123	90,549	0.373722	0.264818	0.620742	0.114441
ACMR	2011-03-04	19,017	116,103	0.223595	0.10911	0.655267	0.235623
ACMR	2011-03-11	10,531	98,830	0.153636	0.294486	0.643014	0.0625
ACMR	2011-03-18	24,381	85,088	0.322759	0.217996	0.709075	0.07293
ACMR	2011-03-25	22,971	60,621	0.562944	0.322351	0.564212	0.113436
ACMR	2011-04-01	97,308	391,647	0.43619	0.315053	0.6542	0.030747
ACMR	2011-04-08	25,042	133,234	0.118839	0.228962	0.759127	0.011911
ACMR	2011-04-15	7,802	21,051	0.339368	0.15415	0.832717	0.013133
ACMR	2011-04-22	4,800	74,179	0.138292	0.09375	0.854167	0.052083
ACMR	2011-04-29	10,428	52,828	0.181544	0.132769	0.853288	0.013942
ACMR	2011-05-06	2,500	22,475	0.087442	null	null	null
ACMR	2011-05-13	20,100	92,323	0.277655	0.116506	0.832082	0.051411
ACMR	2011-05-20	6,098	29,448	0.485329	0.340455	0.659545	0
ACMR	2011-05-27	3,180	36,961	0.260643	0.741892	0.177928	0.08018
ACMR	2011-06-03	3,800	25,286	0.314976	null	null	null
ACMR	2011-06-10	9,271	28,551	0.300745	0.488753	0.511247	0
ACMR	2011-06-17	12,958	32,093	0.349502	0.290255	0.651411	0.058333
ACMR	2011-06-24	1,800	20,050	0.183827	null	null	null
ACMR	2011-07-01	3,600	35,468	0.256481	0.442029	0.549275	0.008696
ACMR	2011-07-08	1,600	25,430	0.164722	0.411111	0.588889	0
ACMR	2011-07-15	4,372	47,572	0.20215	0.286586	0.680655	0.032759
ACMR	2011-07-22	18,220	193,945	0.125143	0.087932	0.81586	0.096207
ACMR	2011-07-29	30,011	129,592	0.208961	0.652762	0.333904	0.013333
ACMR	2011-08-05	47,771	452,511	0.111067	0.331586	0.664922	0.003491
ACMR	2011-08-12	14,750	460,198	0.161116	0.120295	0.850246	0.029459
ACMR	2011-08-19	41,619	183,572	0.178764	0.389933	0.508639	0.101429
ACMR	2011-08-26	8,000	101,671	0.05979	0.17204	0.820268	0.007692
ACMR	2011-09-02	28,273	92,978	0.277968	0.513617	0.410615	0.075768
ACMR	2011-09-09	20,950	48,450	0.291052	0.332516	0.494595	0.172888
ACMR	2011-09-16	4,635	27,876	0.20806	null	null	null
ACMR	2011-09-23	22,980	104,605	0.289832	0.292982	0.589044	0.117974
ACMR	2011-09-30	7,080	62,422	0.115371	null	null	null
ACMR	2011-10-07	1,955,407	7,299,731	0.251459	0.168556	0.715355	0.116089
ACMR	2011-10-14	404,085	921,463	0.493454	0.19383	0.58579	0.220381
ACMR	2011-10-21	114,891	410,289	0.448922	0.21234	0.630857	0.156803
ACMR	2011-10-28	208,394	483,085	0.445795	0.358531	0.399292	0.242177
ACMR	2011-11-04	49,858	107,199	0.679894	0.217556	0.580755	0.201689
ACMR	2011-11-11	54,583	230,217	0.4313	0.085698	0.547329	0.366973
ACMR	2011-11-18	43,803	249,302	0.255647	null	null	null
ACMR	2017-11-03	61,686	176,139	0.268932	0.957527	0.029991	0.012483
ACMR	2017-11-10	45,687	148,387	0.27363	0.960916	0.0266	0.012484
ACMR	2017-11-17	50,589	144,753	0.367895	0.985699	0.010314	0.003987
ACMR	2017-11-24	25,633	98,750	0.414781	0.947068	0.052157	0.000774
ACMR	2017-12-01	14,446	34,769	0.562003	0.887733	0.107385	0.004883
ACMR	2017-12-08	11,976	45,464	0.327385	0.877984	0.122016	0
ACMR	2017-12-15	29,381	75,418	0.340705	0.952813	0.042377	0.00481
ACMR	2017-12-22	50,403	96,872	0.407886	0.965218	0.034566	0.000216
ACMR	2017-12-29	13,266	61,365	0.393303	0.956401	0.043599	0
ACMR	2018-01-05	4,533	14,949	0.381141	0.930605	0.016181	0.053214
ACMR	2018-01-12	7,456	51,637	0.300946	0.924065	0.070221	0.005714
ACMR	2018-01-19	27,995	71,116	0.305859	0.660647	0.25186	0.087493
ACMR	2018-01-26	190,891	458,252	0.458125	0.965053	0.032109	0.002838
ACMR	2018-02-02	96,388	234,203	0.378534	0.967838	0.031752	0.00041
ACMR	2018-02-09	58,746	131,742	0.462974	0.932274	0.06768	0.000045
ACMR	2018-02-16	44,742	83,486	0.46685	0.966368	0.027545	0.006087
ACMR	2018-02-23	31,877	63,725	0.58687	0.895068	0.104932	0
ACMR	2018-03-02	28,111	63,852	0.65628	0.884413	0.114991	0.000597
ACMR	2018-03-09	922,029	1,892,887	0.527809	0.777551	0.120987	0.101462
ACMR	2018-03-16	171,301	387,648	0.605016	0.772506	0.127058	0.100436
ACMR	2018-03-23	172,314	354,876	0.575088	0.895878	0.06645	0.037672
ACMR	2018-03-30	49,861	82,696	0.569103	0.944819	0.05009	0.005091
ACMR	2018-04-06	47,107	102,105	0.490228	0.937461	0.059049	0.003489
ACMR	2018-04-13	53,114	157,597	0.43821	0.92499	0.073694	0.001317
ACMR	2018-04-20	101,087	150,436	0.590725	0.955313	0.043759	0.000928
ACMR	2018-04-27	82,547	136,786	0.597996	0.782664	0.122118	0.095219
ACMR	2018-05-04	27,913	51,388	0.495669	0.966279	0.031848	0.001872
ACMR	2018-05-11	84,476	179,272	0.441157	0.886756	0.106033	0.007211

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