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
ACRS	2015-12-25	44,101	78,810	0.611241	0.670616	0.305247	0.024137
ACRS	2016-01-01	45,404	101,099	0.538133	0.673432	0.297144	0.029424
ACRS	2016-01-08	67,607	109,451	0.647677	0.599132	0.230613	0.170255
ACRS	2016-01-15	91,563	213,552	0.519466	0.699156	0.247477	0.053367
ACRS	2016-01-22	43,065	83,508	0.559018	0.659111	0.236812	0.104077
ACRS	2016-01-29	50,683	95,196	0.612924	0.621632	0.35328	0.025088
ACRS	2016-02-05	33,846	51,619	0.645567	0.51149	0.412291	0.076219
ACRS	2016-02-12	29,516	46,260	0.582225	0.704476	0.273279	0.022245
ACRS	2016-02-19	71,377	131,255	0.568281	0.721967	0.246153	0.03188
ACRS	2016-02-26	146,095	216,223	0.613612	0.687594	0.268786	0.043621
ACRS	2016-03-04	62,353	104,410	0.632893	0.591845	0.185678	0.222478
ACRS	2016-03-11	49,712	77,195	0.694929	0.571833	0.214514	0.213652
ACRS	2016-03-18	30,973	51,525	0.684847	0.411431	0.146411	0.442158
ACRS	2016-03-25	59,039	124,951	0.608363	0.602826	0.132936	0.264238
ACRS	2016-04-01	81,638	138,558	0.658295	0.440878	0.35209	0.207032
ACRS	2016-04-08	81,629	116,623	0.725072	0.48568	0.31815	0.19617
ACRS	2016-04-15	45,361	89,971	0.605367	0.390878	0.417465	0.191658
ACRS	2016-04-22	44,905	91,009	0.60514	0.545821	0.418017	0.036162
ACRS	2016-04-29	65,281	95,515	0.713079	0.648461	0.297082	0.054458
ACRS	2016-05-06	57,092	92,297	0.698994	0.470705	0.41933	0.109965
ACRS	2016-05-13	86,379	169,107	0.63768	0.611277	0.353374	0.035349
ACRS	2016-05-20	105,988	186,116	0.667762	0.655905	0.304863	0.039233
ACRS	2016-05-27	70,333	147,726	0.566706	0.712653	0.27143	0.015917
ACRS	2016-06-03	101,002	264,332	0.445045	0.747096	0.15369	0.099215
ACRS	2016-06-10	134,252	501,630	0.445666	0.656686	0.31676	0.026554
ACRS	2016-06-17	90,329	233,948	0.451159	0.696932	0.157307	0.145761
ACRS	2016-06-24	124,945	187,248	0.670161	0.649618	0.326201	0.024181
ACRS	2016-07-01	78,985	130,105	0.678749	0.670283	0.248776	0.080941
ACRS	2016-07-08	35,841	81,546	0.560393	0.621957	0.350284	0.02776
ACRS	2016-07-15	44,895	152,256	0.518852	0.668559	0.299751	0.031689
ACRS	2016-07-22	55,064	220,687	0.504043	0.63584	0.288405	0.075755
ACRS	2016-07-29	46,257	145,534	0.368841	0.826068	0.138392	0.035541
ACRS	2016-08-05	39,350	96,065	0.490629	0.525459	0.375073	0.099469
ACRS	2016-08-12	44,688	68,084	0.585539	0.751769	0.202389	0.045842
ACRS	2016-08-19	118,539	156,284	0.749281	0.806485	0.132207	0.061308
ACRS	2016-08-26	118,560	184,380	0.657628	0.851876	0.136109	0.012015
ACRS	2016-09-02	98,870	165,237	0.59341	0.762497	0.194075	0.043427
ACRS	2016-09-09	57,049	107,392	0.608091	0.735844	0.229659	0.034497
ACRS	2016-09-16	137,399	794,220	0.518795	0.638834	0.342416	0.01875
ACRS	2016-09-23	77,499	477,674	0.491	0.614431	0.371747	0.013822
ACRS	2016-09-30	109,423	282,175	0.491379	0.680949	0.279648	0.039403
ACRS	2016-10-07	77,867	205,795	0.532112	0.603658	0.358883	0.03746
ACRS	2016-10-14	85,693	217,227	0.692987	0.72201	0.232608	0.045382
ACRS	2016-10-21	73,973	269,639	0.591423	0.786595	0.189721	0.023684
ACRS	2016-10-28	67,288	266,244	0.604228	0.752331	0.230263	0.017406
ACRS	2016-11-04	109,636	176,941	0.673524	0.755862	0.227563	0.016575
ACRS	2016-11-11	149,087	840,646	0.505641	0.6031	0.377707	0.019193
ACRS	2016-11-18	1,094,627	3,597,945	0.421225	0.786379	0.160247	0.053375
ACRS	2016-11-25	312,576	609,919	0.606326	0.715359	0.241082	0.043559
ACRS	2016-12-02	589,008	1,280,327	0.544992	0.678045	0.257196	0.064759
ACRS	2016-12-09	212,226	399,620	0.59789	0.604466	0.347621	0.047912
ACRS	2016-12-16	267,326	393,544	0.674741	0.716165	0.248048	0.035787
ACRS	2016-12-23	212,935	437,738	0.568447	0.689165	0.275703	0.035131
ACRS	2016-12-30	93,241	268,811	0.453243	0.672905	0.308008	0.019086
ACRS	2017-01-06	135,308	387,037	0.411786	0.807004	0.174132	0.018864
ACRS	2017-01-13	289,484	1,412,992	0.528857	0.684236	0.303147	0.012618
ACRS	2017-01-20	158,209	493,938	0.505694	0.57175	0.415209	0.013041
ACRS	2017-01-27	185,654	585,415	0.487872	0.700016	0.28421	0.015774
ACRS	2017-02-03	304,519	606,446	0.509428	0.627908	0.349239	0.022853
ACRS	2017-02-10	211,737	544,341	0.425861	0.548848	0.381694	0.069458
ACRS	2017-02-17	183,051	342,072	0.50147	0.586927	0.365439	0.047634
ACRS	2017-02-24	261,504	759,774	0.534278	0.697485	0.26549	0.037025
ACRS	2017-03-03	283,864	979,481	0.483223	0.705753	0.253786	0.040461
ACRS	2017-03-10	143,157	331,365	0.542418	0.639242	0.336176	0.024582
ACRS	2017-03-17	238,881	499,935	0.529797	0.665731	0.313483	0.020786
ACRS	2017-03-24	506,619	1,046,028	0.569019	0.672858	0.313945	0.013197
ACRS	2017-03-31	194,066	609,418	0.513441	0.76604	0.219611	0.014349
ACRS	2017-04-07	277,196	686,936	0.633658	0.702683	0.282933	0.014384
ACRS	2017-04-14	161,365	214,890	0.744224	0.747689	0.225204	0.027108
ACRS	2017-04-21	272,192	1,172,416	0.715881	0.687616	0.283458	0.028926
ACRS	2017-04-28	604,791	1,095,130	0.636168	0.759406	0.227061	0.013533
ACRS	2017-05-05	403,376	682,681	0.613443	0.775185	0.203641	0.021174
ACRS	2017-05-12	337,436	1,179,620	0.50203	0.719168	0.249909	0.030924
ACRS	2017-05-19	325,700	768,622	0.489557	0.713711	0.267564	0.018725
ACRS	2017-05-26	232,014	698,510	0.458578	0.702722	0.235165	0.062113
ACRS	2017-06-02	217,642	1,130,156	0.375872	0.705818	0.282532	0.01165
ACRS	2017-06-09	440,618	1,442,608	0.392073	0.749052	0.238181	0.012767
ACRS	2017-06-16	396,950	848,418	0.509096	0.720662	0.261052	0.018286
ACRS	2017-06-23	408,723	753,226	0.611593	0.741218	0.232834	0.025947
ACRS	2017-06-30	383,843	648,282	0.646638	0.735786	0.239783	0.024431
ACRS	2017-07-07	220,946	404,755	0.618761	0.743178	0.213664	0.043159
ACRS	2017-07-14	273,821	459,991	0.59748	0.743042	0.241507	0.015451
ACRS	2017-07-21	264,653	641,753	0.525262	0.802209	0.183947	0.013844
ACRS	2017-07-28	164,011	558,807	0.498312	0.597735	0.383814	0.018451
ACRS	2017-08-04	125,231	429,882	0.546158	0.610393	0.365974	0.023632
ACRS	2017-08-11	331,389	1,178,258	0.509342	0.673405	0.295513	0.031082
ACRS	2017-08-18	297,731	719,150	0.436303	0.804277	0.178003	0.017721
ACRS	2017-08-25	333,177	932,079	0.477239	0.612911	0.345331	0.041758
ACRS	2017-09-01	218,469	695,098	0.477292	0.690066	0.287857	0.022077
ACRS	2017-09-08	165,838	629,032	0.460791	0.685513	0.279258	0.035229
ACRS	2017-09-15	314,759	927,818	0.510287	0.69256	0.278918	0.028522
ACRS	2017-09-22	147,661	445,149	0.559097	0.668168	0.304607	0.027225
ACRS	2017-09-29	215,051	597,858	0.438673	0.704808	0.233188	0.062004
ACRS	2017-10-06	225,803	619,852	0.348845	0.761003	0.221716	0.017281
ACRS	2017-10-13	488,455	1,487,193	0.473586	0.804459	0.133853	0.061689
ACRS	2017-10-20	188,460	456,434	0.575785	0.62673	0.347058	0.026212
ACRS	2017-10-27	254,089	394,419	0.616459	0.670947	0.300682	0.028371
ACRS	2017-11-03	180,648	514,793	0.602978	0.649624	0.337147	0.013229
ACRS	2017-11-10	389,690	837,567	0.598742	0.737522	0.232005	0.030474
ACRS	2017-11-17	173,672	1,280,305	0.356967	0.701334	0.26569	0.032976

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