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
ACGLO	2019-01-04	108,586	241,337	0.51387	0.829474	0.150987	0.019539
ACGLO	2019-01-11	84,872	144,649	0.624171	0.881386	0.113736	0.004878
ACGLO	2019-01-18	78,620	119,231	0.674273	0.881055	0.106631	0.012314
ACGLO	2019-01-25	37,495	69,377	0.496531	0.865413	0.127935	0.006652
ACGLO	2019-02-01	74,860	161,738	0.424527	0.80158	0.195117	0.003303
ACGLO	2019-02-08	26,744	57,628	0.480838	0.936848	0.059027	0.004125
ACGLO	2019-02-15	31,942	58,177	0.559288	0.953721	0.037347	0.008933
ACGLO	2019-02-22	34,823	67,874	0.594418	0.896514	0.028059	0.075426
ACGLO	2019-03-01	51,978	77,755	0.650826	0.854749	0.097402	0.047848
ACGLO	2019-03-08	46,543	85,082	0.484834	0.971557	0.025852	0.002592
ACGLO	2019-03-15	32,455	72,331	0.407414	0.762039	0.225156	0.012805
ACGLO	2019-03-22	50,098	89,192	0.479274	0.865802	0.130753	0.003445
ACGLO	2019-03-29	92,731	141,639	0.746098	0.794441	0.198506	0.007053
ACGLO	2019-04-05	94,171	128,942	0.686999	0.844804	0.133292	0.021904
ACGLO	2019-04-12	49,806	104,969	0.612412	0.92884	0.055348	0.015811
ACGLO	2019-04-19	35,839	91,610	0.538151	0.864605	0.106189	0.029206
ACGLO	2019-04-26	62,792	137,374	0.613925	0.862949	0.070682	0.066369
ACGLO	2019-05-03	50,218	101,649	0.479032	0.832303	0.135711	0.031986
ACGLO	2019-05-10	50,704	112,128	0.563509	0.830708	0.140226	0.029066
ACGLO	2019-05-17	43,997	109,416	0.478158	0.767361	0.180224	0.052415
ACGLO	2019-05-24	44,223	93,363	0.527925	0.882756	0.090618	0.026627
ACGLO	2019-05-31	36,964	82,031	0.468745	0.819642	0.142046	0.038312
ACGLO	2019-06-07	39,753	110,114	0.337484	0.88499	0.109402	0.005609
ACGLO	2019-06-14	60,941	93,267	0.631353	0.888019	0.109649	0.002332
ACGLO	2019-06-21	47,997	112,087	0.564963	0.730404	0.265673	0.003922
ACGLO	2019-06-28	54,030	95,272	0.641051	0.623409	0.376591	0
ACGLO	2019-07-05	43,197	63,074	0.387331	0.992108	0.007892	0
ACGLO	2019-07-12	39,739	78,132	0.450805	0.903205	0.096795	0
ACGLO	2019-07-19	30,448	92,707	0.354798	0.834271	0.164851	0.000878
ACGLO	2019-07-26	34,505	66,828	0.496072	0.826561	0.173439	0
ACGLO	2019-08-02	49,333	125,267	0.532611	0.803712	0.189036	0.007251
ACGLO	2019-08-09	28,669	59,042	0.331698	0.861967	0.138033	0
ACGLO	2019-08-16	38,609	63,498	0.606697	0.926972	0.072749	0.000279
ACGLO	2019-08-23	25,492	58,218	0.593873	0.796601	0.20248	0.000919
ACGLO	2019-08-30	28,401	65,287	0.587467	0.825566	0.168313	0.006121
ACGLO	2019-09-06	31,195	70,547	0.449556	0.957299	0.011226	0.031475
ACGLO	2019-09-13	41,064	84,828	0.478239	0.773049	0.220062	0.006888
ACGLO	2019-09-20	37,662	60,312	0.637043	0.927519	0.071991	0.00049
ACGLO	2019-09-27	32,021	62,443	0.777214	0.857108	0.1292	0.013692
ACGLO	2019-10-04	22,545	63,435	0.354142	0.891876	0.05932	0.048804
ACGLO	2019-10-11	11,931	45,014	0.338139	0.79349	0.169405	0.037106
ACGLO	2019-10-18	26,836	49,141	0.521307	0.776611	0.150337	0.073051
ACGLO	2019-10-25	23,001	61,739	0.514086	0.74718	0.165788	0.087032
ACGLO	2019-11-01	40,313	107,197	0.558845	0.790309	0.138187	0.071504
ACGLO	2019-11-08	25,378	54,863	0.507365	0.872926	0.089109	0.037964
ACGLO	2019-11-15	14,920	35,462	0.582887	0.776197	0.10111	0.122694
ACGLO	2019-11-22	17,778	51,869	0.407297	0.765236	0.161911	0.072853
ACGLO	2019-11-29	15,149	36,283	0.559357	0.837631	0.108414	0.053955
ACGLO	2019-12-06	27,161	57,896	0.56784	0.783208	0.14047	0.076322
ACGLO	2019-12-13	17,773	61,324	0.314964	0.814517	0.143668	0.041815
ACGLO	2019-12-20	25,513	55,828	0.342782	0.952853	0.016012	0.031135
ACGLO	2019-12-27	14,432	32,677	0.308451	0.96166	0.01026	0.028081
ACGLO	2020-01-03	12,585	41,243	0.318815	0.741016	0.086798	0.172186
ACGLO	2020-01-10	29,095	46,519	0.684513	0.811637	0.121485	0.066877
ACGLO	2020-01-17	58,340	74,298	0.59968	0.370409	0.604917	0.024675
ACGLO	2020-01-24	32,506	67,019	0.585048	0.604727	0.36075	0.034523
ACGLO	2020-01-31	56,709	106,094	0.370532	0.783453	0.128197	0.08835
ACGLO	2020-02-07	26,910	45,096	0.456031	0.781293	0.143948	0.074758
ACGLO	2020-02-14	55,823	78,827	0.661736	0.352497	0.632342	0.01516
ACGLO	2020-02-21	23,578	66,994	0.54715	0.705215	0.22224	0.072545
ACGLO	2020-02-28	71,895	132,273	0.66733	0.535722	0.358155	0.106122
ACGLO	2020-03-06	63,704	135,783	0.568925	0.736922	0.197099	0.065979
ACGLO	2020-03-13	90,194	156,385	0.666777	0.677022	0.232593	0.090385
ACGLO	2020-03-20	147,515	315,293	0.550742	0.607085	0.365585	0.02733
ACGLO	2020-03-27	99,086	189,552	0.620231	0.720472	0.230067	0.049462
ACGLO	2020-04-03	64,568	124,498	0.663942	0.763638	0.222243	0.01412
ACGLO	2020-04-10	54,837	129,476	0.504419	0.752052	0.23581	0.012138
ACGLO	2020-04-17	60,090	102,522	0.573325	0.806936	0.1803	0.012764
ACGLO	2020-04-24	51,113	82,593	0.664182	0.887919	0.0834	0.02868
ACGLO	2020-05-01	51,597	79,359	0.717967	0.787902	0.185138	0.02696
ACGLO	2020-05-08	58,786	105,061	0.650071	0.888538	0.094636	0.016825
ACGLO	2020-05-15	81,455	166,600	0.631621	0.616789	0.382594	0.000617
ACGLO	2020-05-22	27,944	39,774	0.807521	0.845053	0.140773	0.014174
ACGLO	2020-05-29	28,268	45,061	0.700263	0.791899	0.203504	0.004597
ACGLO	2020-06-05	48,593	82,029	0.697002	0.792219	0.203217	0.004564
ACGLO	2020-06-12	31,900	52,518	0.687347	0.632519	0.287572	0.079909
ACGLO	2020-06-19	19,733	39,293	0.667931	0.869014	0.112849	0.018136
ACGLO	2020-06-26	33,685	62,660	0.62773	0.862063	0.137937	0
ACGLO	2020-07-03	30,673	56,027	0.52304	0.841972	0.15482	0.003208
ACGLO	2020-07-10	21,775	49,673	0.52081	0.891063	0.103535	0.005402
ACGLO	2020-07-17	26,215	43,106	0.647006	0.874876	0.125124	0
ACGLO	2020-07-24	15,981	34,418	0.530672	0.861129	0.120877	0.017994
ACGLO	2020-07-31	27,985	45,300	0.671837	0.712333	0.27017	0.017498
ACGLO	2020-08-07	18,418	35,198	0.614009	0.85051	0.138912	0.010578
ACGLO	2020-08-14	21,726	50,407	0.478495	0.761414	0.235553	0.003033
ACGLO	2020-08-21	12,471	37,826	0.274297	0.930287	0.069713	0
ACGLO	2020-08-28	24,593	58,578	0.367959	0.844005	0.124707	0.031288
ACGLO	2020-09-04	20,985	50,190	0.447155	0.721981	0.233343	0.044676
ACGLO	2020-09-11	16,575	30,632	0.476832	0.820933	0.179067	0
ACGLO	2020-09-18	12,485	80,960	0.372323	0.833456	0.165204	0.00134
ACGLO	2020-09-25	19,205	45,659	0.568905	0.716323	0.283233	0.000445
ACGLO	2020-10-02	13,858	61,940	0.301502	0.745007	0.251146	0.003847
ACGLO	2020-10-09	10,119	40,807	0.366375	0.849281	0.150102	0.000617
ACGLO	2020-10-16	14,725	35,291	0.465205	0.819038	0.179994	0.000968
ACGLO	2020-10-23	21,417	50,353	0.537569	0.656854	0.343146	0
ACGLO	2020-10-30	22,427	50,217	0.481702	0.827418	0.170835	0.001748
ACGLO	2020-11-06	18,060	33,639	0.630058	0.721968	0.239549	0.038483
ACGLO	2020-11-13	17,266	38,004	0.570515	0.588161	0.340424	0.071415
ACGLO	2020-11-20	32,765	73,347	0.704944	0.749278	0.243668	0.007055
ACGLO	2020-11-27	16,050	57,123	0.340639	0.865783	0.134217	0

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