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
ABCB	2016-04-15	209,839	688,236	0.622434	0.575608	0.301578	0.122815
ABCB	2016-04-22	249,715	455,408	0.605208	0.540498	0.367448	0.092055
ABCB	2016-04-29	291,955	573,898	0.638054	0.612962	0.336395	0.050644
ABCB	2016-05-06	215,534	733,239	0.408798	0.628295	0.310761	0.060944
ABCB	2016-05-13	149,673	241,650	0.57008	0.719631	0.244492	0.035877
ABCB	2016-05-20	174,718	488,730	0.436562	0.639531	0.307084	0.053386
ABCB	2016-05-27	376,346	1,318,772	0.399964	0.612986	0.343648	0.043366
ABCB	2016-06-03	106,546	311,227	0.398131	0.561108	0.297614	0.141278
ABCB	2016-06-10	85,834	233,907	0.394835	0.661232	0.262189	0.076579
ABCB	2016-06-17	199,285	475,449	0.453253	0.672725	0.198182	0.129093
ABCB	2016-06-24	190,737	443,835	0.456099	0.6312	0.338329	0.030471
ABCB	2016-07-01	191,681	491,333	0.498498	0.609378	0.276836	0.113786
ABCB	2016-07-08	69,519	186,419	0.419851	0.604227	0.348549	0.047224
ABCB	2016-07-15	142,482	378,695	0.418072	0.714779	0.252087	0.033134
ABCB	2016-07-22	108,426	272,283	0.440768	0.628931	0.341495	0.029574
ABCB	2016-07-29	270,183	682,242	0.467523	0.563548	0.362127	0.074324
ABCB	2016-08-05	170,530	406,540	0.578597	0.608277	0.238483	0.15324
ABCB	2016-08-12	105,141	235,969	0.515222	0.61949	0.274926	0.105585
ABCB	2016-08-19	76,398	129,481	0.63442	0.652333	0.274367	0.0733
ABCB	2016-08-26	118,237	220,139	0.501934	0.622626	0.324309	0.053066
ABCB	2016-09-02	193,025	455,237	0.480743	0.656699	0.320814	0.022487
ABCB	2016-09-09	215,858	470,450	0.523209	0.619954	0.323113	0.056933
ABCB	2016-09-16	229,792	468,647	0.543835	0.528263	0.400073	0.071664
ABCB	2016-09-23	169,468	354,283	0.541132	0.534782	0.419904	0.045314
ABCB	2016-09-30	183,990	343,762	0.558682	0.66112	0.289596	0.049284
ABCB	2016-10-07	194,528	409,235	0.465446	0.622081	0.326443	0.051476
ABCB	2016-10-14	158,873	268,416	0.588024	0.587721	0.376786	0.035492
ABCB	2016-10-21	216,141	426,861	0.51468	0.627498	0.32479	0.047712
ABCB	2016-10-28	202,220	377,032	0.574402	0.768964	0.19592	0.035116
ABCB	2016-11-04	227,205	307,438	0.770133	0.726045	0.230806	0.04315
ABCB	2016-11-11	520,018	1,055,448	0.647518	0.785004	0.180692	0.034304
ABCB	2016-11-18	410,088	736,597	0.5322	0.63929	0.233516	0.127194
ABCB	2016-11-25	143,994	254,754	0.561285	0.791052	0.171714	0.037234
ABCB	2016-12-02	238,506	372,454	0.642669	0.716679	0.166109	0.117212
ABCB	2016-12-09	225,757	540,689	0.490548	0.749177	0.194588	0.056236
ABCB	2016-12-16	293,932	498,048	0.580046	0.801192	0.151656	0.047151
ABCB	2016-12-23	325,001	854,839	0.406155	0.763488	0.193395	0.043117
ABCB	2016-12-30	129,241	232,010	0.514849	0.818175	0.136709	0.045116
ABCB	2017-01-06	198,753	334,972	0.508049	0.815831	0.141077	0.043092
ABCB	2017-01-13	221,420	497,179	0.465286	0.79138	0.166621	0.041999
ABCB	2017-01-20	139,133	297,951	0.504209	0.773914	0.180895	0.045191
ABCB	2017-01-27	277,193	529,300	0.532052	0.786154	0.175564	0.038282
ABCB	2017-02-03	273,080	400,638	0.706676	0.757834	0.200142	0.042024
ABCB	2017-02-10	248,767	430,993	0.687734	0.662511	0.142871	0.194618
ABCB	2017-02-17	217,554	466,169	0.574124	0.713308	0.169	0.117693
ABCB	2017-02-24	122,704	173,370	0.705041	0.733019	0.207035	0.059946
ABCB	2017-03-03	689,682	1,385,102	0.603058	0.81632	0.138104	0.045576
ABCB	2017-03-10	411,794	921,748	0.561589	0.801862	0.157357	0.040782
ABCB	2017-03-17	434,907	747,395	0.655345	0.793037	0.154133	0.05283
ABCB	2017-03-24	474,439	652,235	0.754381	0.762247	0.186273	0.05148
ABCB	2017-03-31	359,337	574,669	0.702184	0.76689	0.19255	0.04056
ABCB	2017-04-07	242,852	413,748	0.611517	0.757744	0.202154	0.040103
ABCB	2017-04-14	167,534	280,188	0.689223	0.703454	0.241035	0.055511
ABCB	2017-04-21	294,096	446,805	0.707229	0.762449	0.192562	0.044989
ABCB	2017-04-28	338,906	558,703	0.665438	0.771034	0.188498	0.040468
ABCB	2017-05-05	205,672	385,566	0.601153	0.731097	0.21443	0.054473
ABCB	2017-05-12	203,562	338,431	0.600922	0.71438	0.22026	0.065361
ABCB	2017-05-19	235,385	415,918	0.616296	0.765414	0.174621	0.059965
ABCB	2017-05-26	182,753	315,951	0.742593	0.663135	0.207724	0.129141
ABCB	2017-06-02	141,217	265,554	0.621591	0.689147	0.263421	0.047432
ABCB	2017-06-09	243,143	523,981	0.486181	0.756005	0.205665	0.03833
ABCB	2017-06-16	195,023	296,452	0.728127	0.711673	0.229339	0.058989
ABCB	2017-06-23	129,320	276,530	0.70905	0.74093	0.214454	0.044616
ABCB	2017-06-30	283,765	392,529	0.794409	0.705017	0.253224	0.041759
ABCB	2017-07-07	153,613	219,226	0.713856	0.748655	0.196829	0.054516
ABCB	2017-07-14	226,177	649,144	0.600606	0.701079	0.257149	0.041773
ABCB	2017-07-21	205,268	352,470	0.673433	0.751905	0.200994	0.047102
ABCB	2017-07-28	281,795	391,625	0.794	0.76209	0.209121	0.028789
ABCB	2017-08-04	210,515	362,456	0.738637	0.74381	0.231299	0.024892
ABCB	2017-08-11	176,099	284,868	0.697681	0.726662	0.240043	0.033296
ABCB	2017-08-18	306,720	440,693	0.800878	0.743953	0.218876	0.037171
ABCB	2017-08-25	190,164	315,612	0.70127	0.805305	0.159853	0.034842
ABCB	2017-09-01	184,680	244,384	0.774065	0.714706	0.251035	0.03426
ABCB	2017-09-08	215,989	322,278	0.756983	0.804749	0.156363	0.038888
ABCB	2017-09-15	193,737	349,583	0.574273	0.799667	0.166705	0.033628
ABCB	2017-09-22	232,114	372,457	0.64944	0.771119	0.196573	0.032307
ABCB	2017-09-29	297,389	652,290	0.600648	0.707742	0.205975	0.086283
ABCB	2017-10-06	315,892	506,352	0.746281	0.763577	0.203516	0.032907
ABCB	2017-10-13	425,469	714,801	0.61426	0.738565	0.162503	0.098933
ABCB	2017-10-20	273,080	442,446	0.67338	0.692967	0.27846	0.028574
ABCB	2017-10-27	316,833	444,236	0.686683	0.794357	0.176202	0.029441
ABCB	2017-11-03	167,784	242,314	0.751949	0.740519	0.22715	0.03233
ABCB	2017-11-10	196,415	307,644	0.67351	0.757454	0.214915	0.027632
ABCB	2017-11-17	259,035	338,131	0.7427	0.780329	0.197285	0.022386
ABCB	2017-11-24	481,671	631,998	0.710567	0.819235	0.166253	0.014512
ABCB	2017-12-01	207,422	500,752	0.456395	0.714932	0.259571	0.025497
ABCB	2017-12-08	213,069	417,092	0.571243	0.655313	0.321235	0.023452
ABCB	2017-12-15	351,231	591,897	0.593029	0.700736	0.271256	0.028009
ABCB	2017-12-22	318,696	448,290	0.721101	0.728739	0.244301	0.02696
ABCB	2017-12-29	149,290	215,887	0.746927	0.719309	0.246913	0.033777
ABCB	2018-01-05	371,164	506,230	0.729117	0.690189	0.210993	0.098818
ABCB	2018-01-12	366,178	610,346	0.724151	0.69864	0.264267	0.037093
ABCB	2018-01-19	284,634	392,661	0.726906	0.719134	0.170745	0.110121
ABCB	2018-01-26	355,322	487,922	0.75497	0.743339	0.233858	0.022803
ABCB	2018-02-02	244,336	334,742	0.764341	0.76197	0.213632	0.024398
ABCB	2018-02-09	282,121	422,208	0.714161	0.705501	0.251499	0.042999
ABCB	2018-02-16	304,793	507,889	0.666469	0.739592	0.229774	0.030634
ABCB	2018-02-23	190,258	299,394	0.68369	0.72154	0.236058	0.042402
ABCB	2018-03-02	400,950	656,808	0.704959	0.786715	0.185106	0.028179
ABCB	2018-03-09	569,974	812,595	0.69158	0.62012	0.193173	0.186707

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