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
ACCL	2013-03-01	124,658	275,240	0.471547	0.370361	0.4803	0.149339
ACCL	2013-03-08	106,254	409,256	0.311379	0.342902	0.531059	0.12604
ACCL	2013-03-15	100,660	202,772	0.520668	0.445377	0.442285	0.112338
ACCL	2013-03-22	53,315	126,456	0.438738	0.384011	0.490783	0.125206
ACCL	2013-03-29	54,537	124,453	0.477487	0.308083	0.619065	0.072852
ACCL	2013-04-05	193,829	486,985	0.605112	0.664448	0.21809	0.117463
ACCL	2013-04-12	160,056	479,834	0.484757	0.661203	0.284217	0.05458
ACCL	2013-04-19	218,089	505,026	0.483414	0.665627	0.215489	0.118884
ACCL	2013-04-26	137,603	434,038	0.489393	0.533777	0.354981	0.111242
ACCL	2013-05-03	509,306	1,508,151	0.520367	0.559052	0.392002	0.048946
ACCL	2013-05-10	162,648	475,996	0.443467	0.592347	0.383689	0.023964
ACCL	2013-05-17	204,247	693,966	0.471372	0.691875	0.26906	0.039065
ACCL	2013-05-24	101,169	338,734	0.44146	0.530846	0.439256	0.029898
ACCL	2013-05-31	49,195	181,481	0.378057	0.549273	0.398763	0.051964
ACCL	2013-06-07	255,232	1,181,506	0.405067	0.62626	0.295498	0.078243
ACCL	2013-06-14	91,999	223,403	0.522963	0.495455	0.42228	0.082265
ACCL	2013-06-21	112,227	409,689	0.488502	0.622578	0.278451	0.098971
ACCL	2013-06-28	92,636	218,940	0.449704	0.600549	0.258825	0.140626
ACCL	2013-07-05	76,027	176,173	0.438517	0.576123	0.319433	0.104444
ACCL	2013-07-12	89,453	424,824	0.321356	0.572051	0.249754	0.178195
ACCL	2013-07-19	39,724	401,703	0.223442	0.552158	0.154685	0.293158
ACCL	2013-07-26	62,537	291,699	0.242183	0.696673	0.13022	0.173108
ACCL	2013-08-02	113,008	548,186	0.260995	0.784725	0.194031	0.021244
ACCL	2013-08-09	72,460	291,938	0.269711	0.706855	0.264497	0.028648
ACCL	2013-08-16	98,123	309,611	0.358407	0.679332	0.301257	0.019411
ACCL	2013-08-23	80,425	210,373	0.464516	0.572936	0.236411	0.190653
ACCL	2013-08-30	111,392	307,169	0.526505	0.64714	0.319486	0.033374
ACCL	2013-09-06	91,515	270,614	0.618227	0.779034	0.199637	0.021329
ACCL	2013-09-13	135,073	341,445	0.430993	0.87082	0.120367	0.008814
ACCL	2013-09-20	69,372	336,648	0.277399	0.848945	0.122606	0.02845
ACCL	2013-09-27	161,259	473,380	0.392088	0.783784	0.184018	0.032198
ACCL	2013-10-04	65,792	196,476	0.404502	0.731438	0.235351	0.033211
ACCL	2013-10-11	91,780	309,126	0.432364	0.769838	0.199533	0.030629
ACCL	2013-10-18	153,857	396,683	0.324417	0.798178	0.158796	0.043025
ACCL	2013-10-25	53,024	247,640	0.269642	0.842315	0.139818	0.017867
ACCL	2013-11-01	93,991	334,618	0.313905	0.685909	0.273024	0.041066
ACCL	2013-11-08	122,656	308,871	0.45882	0.737699	0.218131	0.04417
ACCL	2013-11-15	78,969	162,592	0.539625	0.717353	0.230897	0.05175
ACCL	2013-11-22	117,368	475,172	0.397723	0.650621	0.288034	0.061345
ACCL	2013-11-29	61,050	162,381	0.413582	0.678093	0.20823	0.113677
ACCL	2013-12-06	80,290	441,233	0.292424	0.755124	0.208387	0.036489
ACCL	2013-12-13	86,980	268,699	0.419974	0.78733	0.148916	0.063754
ACCL	2013-12-20	110,476	259,232	0.573933	0.756216	0.203426	0.040358
ACCL	2013-12-27	42,036	147,779	0.410423	0.75097	0.186446	0.062584
ACCL	2014-01-03	55,118	187,141	0.478386	0.650812	0.297818	0.05137
ACCL	2014-01-10	196,898	1,007,054	0.510106	0.657646	0.314347	0.028007
ACCL	2014-01-17	125,108	477,598	0.563144	0.714274	0.250403	0.035323
ACCL	2014-01-24	133,616	557,832	0.452314	0.572314	0.359077	0.068608
ACCL	2014-01-31	7,326,236	17,034,158	0.501844	0.574169	0.371113	0.054718
ACCL	2014-02-07	2,563,578	6,267,006	0.449575	0.437991	0.443894	0.118115
ACCL	2014-02-14	2,334,926	5,405,218	0.516857	0.633819	0.278598	0.087582
ACCL	2014-02-21	537,569	1,233,268	0.472601	0.529767	0.298922	0.171311
ACCL	2014-02-28	899,443	1,813,598	0.54533	0.478559	0.278729	0.242712
ACCL	2014-03-07	597,702	1,619,004	0.478063	0.640357	0.231547	0.128096
ACCL	2014-03-14	432,094	1,460,091	0.372639	0.738693	0.172341	0.088966
ACCL	2014-03-21	394,183	1,017,925	0.448625	0.538898	0.347483	0.11362
ACCL	2014-03-28	336,683	924,559	0.489001	0.611834	0.263551	0.124616
ACCL	2014-04-04	509,671	1,104,137	0.526054	0.831496	0.113448	0.055056
ACCL	2014-04-11	437,519	828,260	0.554712	0.745248	0.154315	0.100437
ACCL	2014-04-18	385,930	676,245	0.525176	0.771609	0.179061	0.04933
ACCL	2014-04-25	247,495	543,427	0.545472	0.717152	0.182291	0.100557
ACCL	2014-05-02	176,643	260,417	0.629805	0.651401	0.247435	0.101164
ACCO	2012-05-04	2,655,606	8,659,264	0.352894	0.168605	0.74634	0.085055
ACCO	2012-05-11	2,174,670	7,123,234	0.317183	0.128549	0.809841	0.06161
ACCO	2012-05-18	2,102,178	4,338,546	0.483626	0.115444	0.800891	0.083665
ACCO	2012-05-25	1,509,467	4,386,696	0.379723	0.176851	0.744929	0.07822
ACCO	2012-06-01	1,170,433	3,065,546	0.441414	0.174262	0.66854	0.157198
ACCO	2012-06-08	1,334,120	2,874,272	0.483965	0.183496	0.716928	0.099575
ACCO	2012-06-15	2,169,404	3,725,937	0.596094	0.157541	0.769023	0.073435
ACCO	2012-06-22	1,272,074	2,639,660	0.522439	0.172616	0.756144	0.071241
ACCO	2012-06-29	1,537,396	3,205,469	0.519974	0.190276	0.762553	0.047171
ACCO	2012-07-06	784,161	2,110,688	0.381811	0.105265	0.78458	0.110156
ACCO	2012-07-13	1,257,302	2,547,193	0.535595	0.187095	0.626183	0.186722
ACCO	2012-07-20	690,931	1,429,034	0.547784	0.159754	0.761138	0.079107
ACCO	2012-07-27	1,289,626	2,774,553	0.487899	0.20552	0.727501	0.066979
ACCO	2012-08-03	1,444,748	3,030,194	0.494017	0.2254	0.718906	0.055694
ACCO	2012-08-10	2,820,680	6,023,698	0.474482	0.235558	0.72057	0.043872
ACCO	2012-08-17	2,580,121	5,752,479	0.477443	0.2396	0.728718	0.031682
ACCO	2012-08-24	1,524,811	3,445,602	0.480774	0.26238	0.701216	0.036404
ACCO	2012-08-31	1,486,283	3,097,598	0.527895	0.262803	0.71445	0.022746
ACCO	2012-09-07	1,452,251	3,575,058	0.435612	0.219344	0.728651	0.052005
ACCO	2012-09-14	1,788,570	3,875,339	0.519491	0.203527	0.6928	0.103674
ACCO	2012-09-21	1,585,638	4,027,077	0.422989	0.209958	0.748916	0.041126
ACCO	2012-09-28	1,875,017	3,542,943	0.559644	0.200464	0.694777	0.104759
ACCO	2012-10-05	1,235,890	2,573,014	0.519103	0.198192	0.754739	0.04707
ACCO	2012-10-12	1,420,907	2,456,251	0.591163	0.196547	0.628228	0.175225
ACCO	2012-10-19	1,192,649	2,176,373	0.566559	0.154737	0.801316	0.043947
ACCO	2012-10-26	1,090,997	2,049,909	0.576989	0.176454	0.783073	0.040473
ACCO	2012-11-02	1,388,061	3,139,652	0.468571	0.236173	0.737388	0.026439
ACCO	2012-11-09	1,142,355	2,213,137	0.529932	0.248952	0.719751	0.031297
ACCO	2012-11-16	926,356	1,651,030	0.585606	0.248934	0.725888	0.025178
ACCO	2012-11-23	460,792	851,062	0.567578	0.197452	0.775846	0.026702
ACCO	2012-11-30	1,004,424	2,629,908	0.450052	0.210078	0.739922	0.05
ACCO	2012-12-07	835,358	1,791,080	0.496636	0.191834	0.773651	0.034514
ACCO	2012-12-14	731,891	1,424,021	0.548809	0.162088	0.802046	0.035866
ACCO	2012-12-21	1,112,194	2,265,519	0.529525	0.275015	0.629409	0.095576
ACCO	2012-12-28	460,756	832,347	0.575855	0.162928	0.791725	0.045348
ACCO	2013-01-04	872,661	1,634,323	0.583773	0.197354	0.707158	0.095488
ACCO	2013-01-11	1,103,050	1,935,888	0.55461	0.202244	0.674173	0.123583
ACCO	2013-01-18	1,784,528	3,677,090	0.525323	0.250103	0.71705	0.032847

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