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
ACIC	2024-02-02	123,684	182,946	0.720968	0.133968	0.803665	0.062367
ACIC	2024-02-09	58,745	110,344	0.366933	0.034598	0.936002	0.029401
ACIC	2024-02-16	48,233	78,631	0.596615	0.083226	0.890093	0.02668
ACIC	2024-02-23	48,752	88,107	0.419561	0.032192	0.950873	0.016935
ACIC	2024-03-01	66,080	116,560	0.481301	0.045637	0.909949	0.044414
ACIC	2024-03-08	88,349	219,850	0.409834	0.113729	0.864864	0.021407
ACIC	2024-03-15	44,997	134,825	0.377282	0.039862	0.893721	0.066418
ACIC	2024-03-22	83,132	142,714	0.45536	0.146079	0.825048	0.028873
ACIC	2024-03-29	98,722	175,016	0.569996	0.031455	0.94668	0.021865
ACIC	2024-04-05	34,051	94,700	0.450332	0.057279	0.870996	0.071725
ACIC	2024-04-12	35,602	67,439	0.598868	0.051564	0.874179	0.074257
ACIC	2024-04-19	33,872	84,531	0.443262	0.085538	0.893818	0.020644
ACIC	2024-04-26	25,048	50,767	0.552141	0.028358	0.825529	0.146114
ACIC	2024-05-03	34,000	62,467	0.575643	0.04115	0.897791	0.061059
ACIC	2024-05-10	58,312	98,214	0.464508	0.030089	0.925935	0.043976
ACIC	2024-05-17	40,708	87,915	0.48967	0.05082	0.872971	0.076209
ACIC	2024-05-24	47,675	101,683	0.4174	0.0263	0.858535	0.115165
ACIC	2024-05-31	39,453	74,119	0.555162	0.034873	0.786536	0.178591
ACIC	2024-06-07	27,356	63,048	0.368171	0.041684	0.854657	0.10366
ACIC	2024-06-14	39,604	87,305	0.328139	0.017016	0.794872	0.188112
ACIC	2024-06-21	15,175	48,105	0.242667	0.014964	0.595525	0.38951
ACIC	2024-06-28	20,038	69,434	0.3026	0.029962	0.709056	0.260982
ACIC	2024-07-05	14,925	37,015	0.361596	0.017388	0.6787	0.303912
ACIC	2024-07-12	23,321	47,021	0.468006	0.041918	0.542345	0.415737
ACIC	2024-07-19	21,450	49,113	0.585042	0.083133	0.655116	0.261751
ACIC	2024-07-26	20,029	48,356	0.374298	0.040534	0.711514	0.247952
ACIC	2024-08-02	17,886	35,657	0.469865	0.036733	0.645216	0.31805
ACIC	2024-08-09	46,517	80,870	0.609367	0.043944	0.736886	0.21917
ACIC	2024-08-16	30,903	73,548	0.427081	0.07294	0.723221	0.20384
ACIC	2024-08-23	14,729	37,679	0.381602	0.018188	0.729282	0.25253
ACIC	2024-08-30	18,021	65,654	0.388005	0.030241	0.797158	0.172601
ACIC	2024-09-06	6,574	26,268	0.23659	0.01667	0.831979	0.151351
ACIC	2024-09-13	15,241	41,000	0.295895	0.030819	0.752743	0.216437
ACIC	2024-09-20	12,685	41,662	0.360179	0.048061	0.740051	0.211888
ACIC	2024-09-27	20,201	72,286	0.20707	0.03662	0.872702	0.090677
ACIC	2024-10-04	11,714	36,709	0.287367	0.013743	0.862727	0.12353
ACIC	2024-10-11	66,654	223,727	0.24297	0.028889	0.938918	0.032193
ACIC	2024-10-18	12,042	41,642	0.188509	0.054275	0.940007	0.005718
ACIC	2024-10-25	23,731	103,145	0.248127	0.048558	0.950135	0.001308
ACIC	2024-11-01	7,178	36,881	0.178709	0.031533	0.968467	0
ACIC	2024-11-08	16,467	58,753	0.281972	0.064513	0.933868	0.001619
ACIC	2024-11-15	13,180	45,493	0.332855	0.080864	0.91008	0.009057
ACIC	2024-11-22	7,490	31,372	0.290039	0.098141	0.90126	0.000599
ACIC	2024-11-29	2,384	16,517	0.126723	0.056849	0.943151	0
ACIC	2024-12-06	15,475	72,536	0.24734	0.057757	0.934804	0.007439
ACIC	2024-12-13	12,136	35,044	0.406253	0.037346	0.921058	0.041597
ACIC	2024-12-20	10,776	40,529	0.279274	0.027378	0.938582	0.03404
ACIC	2024-12-27	8,048	19,027	0.336984	0.003968	0.882428	0.113604
ACIC	2025-01-03	14,849	36,618	0.52596	0.061547	0.877516	0.060936
ACIC	2025-01-10	17,379	56,440	0.454663	0.017299	0.929504	0.053197
ACIC	2025-01-17	17,087	55,394	0.388275	0.071786	0.923174	0.00504
ACIC	2025-01-24	10,854	32,178	0.37899	0.022311	0.974456	0.003233
ACIC	2025-01-31	6,873	19,073	0.439316	0.057027	0.905611	0.037363
ACIC	2025-02-07	2,985	12,870	0.233487	0.053565	0.881842	0.064594
ACIC	2025-02-14	6,599	21,447	0.339527	0.023209	0.882314	0.094476
ACIC	2025-02-21	16,954	42,583	0.353399	0.02322	0.97678	0
ACIC	2025-02-28	12,355	32,333	0.510424	0.042382	0.957618	0
ACIC	2025-03-07	15,928	43,874	0.459189	0.052001	0.938278	0.009721
ACIC	2025-03-14	17,211	53,419	0.41669	0.124701	0.874994	0.000306
ACIC	2025-03-21	8,679	28,657	0.317393	0.004631	0.994271	0.001098
ACIC	2025-03-28	10,646	42,989	0.314498	0.021975	0.977758	0.000267
ACIC	2025-04-04	7,274	30,809	0.335682	0.040062	0.957505	0.002433
ACIU	2016-09-23	857,244	2,179,473	0.378236	0.859606	0.105888	0.034506
ACIU	2016-09-30	577,354	1,995,149	0.288915	0.880106	0.096317	0.023577
ACIU	2016-10-07	391,921	1,192,164	0.379753	0.863234	0.109732	0.027034
ACIU	2016-10-14	268,772	721,258	0.440537	0.831885	0.135143	0.032971
ACIU	2016-10-21	148,272	438,409	0.50289	0.807739	0.184476	0.007785
ACIU	2016-10-28	203,680	625,468	0.509126	0.701609	0.260115	0.038277
ACIU	2016-11-04	87,574	299,764	0.417136	0.777635	0.208296	0.014068
ACIU	2016-11-11	244,569	711,693	0.387526	0.759064	0.229018	0.011918
ACIU	2016-11-18	220,744	380,343	0.605858	0.797477	0.129931	0.072592
ACIU	2016-11-25	349,878	719,846	0.550413	0.813247	0.165115	0.021638
ACIU	2016-12-02	204,195	299,331	0.542037	0.727858	0.246264	0.025878
ACIU	2016-12-09	164,416	424,479	0.460684	0.829781	0.147542	0.022677
ACIU	2016-12-16	152,402	462,442	0.335485	0.837988	0.133685	0.028328
ACIU	2016-12-23	222,624	345,533	0.547962	0.860837	0.128868	0.010295
ACIU	2016-12-30	69,879	115,409	0.608841	0.777444	0.216731	0.005825
ACIU	2017-01-06	37,358	78,757	0.455507	0.825364	0.166992	0.007643
ACIU	2017-01-13	39,836	102,262	0.34833	0.900239	0.095433	0.004328
ACIU	2017-01-20	35,080	69,087	0.473854	0.819387	0.177733	0.00288
ACIU	2017-01-27	37,286	84,473	0.441798	0.879561	0.105303	0.015136
ACIU	2017-02-03	43,882	113,154	0.483074	0.841697	0.147703	0.0106
ACIU	2017-02-10	30,995	60,977	0.610846	0.735242	0.155669	0.109089
ACIU	2017-02-17	38,824	170,534	0.547178	0.79365	0.157852	0.048499
ACIU	2017-02-24	22,291	45,676	0.622924	0.68805	0.302068	0.009882
ACIU	2017-03-03	35,023	95,861	0.569075	0.898842	0.08752	0.013638
ACIU	2017-03-10	51,921	136,018	0.519943	0.79813	0.195188	0.006683
ACIU	2017-03-17	65,957	81,296	0.651884	0.861645	0.117707	0.020648
ACIU	2017-03-24	98,182	495,141	0.468636	0.551728	0.431905	0.016367
ACIU	2017-03-31	116,240	285,828	0.456821	0.827823	0.157285	0.014892
ACIU	2017-04-07	79,880	138,507	0.597548	0.867597	0.126499	0.005904
ACIU	2017-04-14	24,846	47,230	0.460698	0.689626	0.283853	0.026521
ACIU	2017-04-21	15,884	37,248	0.577073	0.744196	0.204622	0.051182
ACIU	2017-04-28	32,767	87,506	0.497702	0.909188	0.065389	0.025423
ACIU	2017-05-05	49,676	128,855	0.280191	0.874427	0.104163	0.02141
ACIU	2017-05-12	24,451	68,148	0.339831	0.842441	0.157559	0
ACIU	2017-05-19	50,212	112,836	0.425409	0.895508	0.10415	0.000342
ACIU	2017-05-26	18,404	50,737	0.476542	0.810587	0.128595	0.060818
ACIU	2017-06-02	41,734	75,656	0.505984	0.846593	0.150683	0.002724
ACIU	2017-06-09	48,443	93,979	0.711416	0.847408	0.130182	0.02241

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