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
ACEL	2024-12-13	209,801	529,171	0.467477	0.01744	0.98256	0
ACEL	2024-12-20	320,239	714,289	0.50696	0.005605	0.993938	0.000457
ACEL	2024-12-27	116,787	296,319	0.418916	0.003374	0.996626	0
ACEL	2025-01-03	138,988	290,919	0.503859	0.00645	0.99355	0
ACEL	2025-01-10	155,616	304,520	0.601919	0.013864	0.985517	0.000619
ACEL	2025-01-17	138,583	409,769	0.308714	0.007693	0.991774	0.000533
ACEL	2025-01-24	239,586	482,529	0.426531	0.0045	0.9955	0
ACEL	2025-01-31	180,711	480,380	0.41258	0.003546	0.996454	0
ACEL	2025-02-07	308,657	711,556	0.428897	0.027442	0.972163	0.000395
ACEL	2025-02-14	140,351	527,368	0.244225	0.020328	0.979672	0
ACEL	2025-02-21	239,738	580,838	0.414383	0.003549	0.996074	0.000376
ACEL	2025-02-28	281,863	720,884	0.454062	0.004799	0.994882	0.000319
ACEL	2025-03-07	381,048	854,782	0.518869	0.005571	0.993833	0.000595
ACEL	2025-03-14	457,176	876,404	0.644593	0.009728	0.990031	0.000242
ACEL	2025-03-21	638,096	1,156,285	0.601691	0.009478	0.990405	0.000117
ACEL	2025-03-28	386,651	566,268	0.675311	0.011165	0.988835	0
ACEL	2025-04-04	259,412	416,807	0.599276	0.003483	0.996517	0
ACET	2011-01-07	84,113	245,120	0.427977	0.398729	0.556181	0.045089
ACET	2011-01-14	132,182	254,856	0.479827	0.4976	0.451451	0.050949
ACET	2011-01-21	56,304	171,449	0.435684	0.374032	0.587692	0.038275
ACET	2011-01-28	73,806	141,211	0.520895	0.371969	0.567618	0.060413
ACET	2011-02-04	194,861	336,245	0.67057	0.563196	0.401644	0.03516
ACET	2011-02-11	92,481	190,116	0.475941	0.116276	0.82634	0.057385
ACET	2011-02-18	72,077	149,951	0.382478	0.259256	0.608772	0.131972
ACET	2011-02-25	60,674	154,474	0.391328	0.286775	0.681465	0.031761
ACET	2011-03-04	44,845	195,710	0.23282	0.224041	0.645112	0.130847
ACET	2011-03-11	67,627	173,697	0.370055	0.463263	0.483508	0.053229
ACET	2011-03-18	83,057	144,548	0.601029	0.380319	0.556586	0.063095
ACET	2011-03-25	48,198	112,367	0.469836	0.41751	0.527292	0.055198
ACET	2011-04-01	48,192	107,687	0.563088	0.341416	0.626305	0.03228
ACET	2011-04-08	36,600	137,252	0.351911	0.30832	0.635959	0.05572
ACET	2011-04-15	38,133	89,316	0.33319	0.405165	0.520291	0.074543
ACET	2011-04-22	16,497	42,102	0.470343	0.429827	0.466842	0.10333
ACET	2011-04-29	21,881	65,435	0.354927	0.374567	0.589333	0.036101
ACET	2011-05-06	99,854	227,759	0.473987	0.375559	0.593768	0.030674
ACET	2011-05-13	78,238	144,409	0.464984	0.336198	0.560405	0.103397
ACET	2011-05-20	136,384	213,264	0.685169	0.320731	0.625071	0.054198
ACET	2011-05-27	103,347	167,673	0.560624	0.289991	0.627399	0.08261
ACET	2011-06-03	123,154	220,766	0.584985	0.236131	0.664362	0.099508
ACET	2011-06-10	50,099	89,883	0.547091	0.265053	0.615696	0.119251
ACET	2011-06-17	74,630	160,437	0.588297	0.313381	0.564194	0.122425
ACET	2011-06-24	34,523	175,427	0.33958	0.232336	0.531271	0.236393
ACET	2011-07-01	35,770	126,634	0.415333	0.192056	0.651081	0.156863
ACET	2011-07-08	33,878	106,593	0.465627	0.152794	0.577572	0.269634
ACET	2011-07-15	110,063	184,195	0.53617	0.363651	0.495151	0.141198
ACET	2011-07-22	46,369	138,414	0.309964	0.253155	0.555005	0.19184
ACET	2011-07-29	49,249	119,578	0.400385	0.259379	0.613525	0.127096
ACET	2011-08-05	123,801	205,781	0.585061	0.347794	0.5909	0.061305
ACET	2011-08-12	117,748	408,203	0.306997	0.378187	0.56015	0.061663
ACET	2011-08-19	98,798	198,986	0.51822	0.381865	0.545406	0.072729
ACET	2011-08-26	59,680	153,245	0.339069	0.286091	0.696514	0.017396
ACET	2011-09-02	66,734	217,029	0.414666	0.31363	0.607589	0.078781
ACET	2011-09-09	216,193	362,657	0.561356	0.420964	0.348824	0.230212
ACET	2011-09-16	84,674	170,261	0.584121	0.247028	0.681287	0.071685
ACET	2011-09-23	147,473	250,072	0.61054	0.311694	0.500683	0.187622
ACET	2011-09-30	118,218	190,203	0.685341	0.313764	0.635049	0.051186
ACET	2011-10-07	127,895	200,259	0.635478	0.443036	0.525433	0.031532
ACET	2011-10-14	80,010	166,074	0.590316	0.3925	0.491746	0.115753
ACET	2011-10-21	61,482	113,415	0.475786	0.458501	0.52875	0.01275
ACET	2011-10-28	44,367	220,076	0.279342	0.339479	0.568165	0.092356
ACET	2011-11-04	52,555	133,623	0.403546	0.312571	0.655652	0.031777
ACET	2011-11-11	46,501	119,351	0.411049	0.315683	0.652912	0.031405
ACET	2011-11-18	22,755	59,835	0.428053	0.435554	0.513187	0.051259
ACET	2011-11-25	43,474	88,051	0.464354	0.335069	0.623646	0.041285
ACET	2011-12-02	73,700	212,318	0.40026	0.404244	0.56192	0.033836
ACET	2011-12-09	35,372	118,636	0.347825	0.321383	0.58004	0.098577
ACET	2011-12-16	57,040	130,126	0.463449	0.407781	0.547971	0.044248
ACET	2011-12-23	38,090	151,233	0.444452	0.374645	0.551074	0.074281
ACET	2011-12-30	24,664	65,963	0.429106	0.263508	0.671462	0.06503
ACET	2012-01-06	19,974	85,960	0.411198	0.300361	0.541009	0.15863
ACET	2012-01-13	25,649	79,346	0.352165	0.423993	0.497921	0.078085
ACET	2012-01-20	25,989	68,832	0.395065	0.415049	0.470497	0.114454
ACET	2012-01-27	33,294	159,188	0.260509	0.412732	0.495058	0.092209
ACET	2012-02-03	38,212	122,415	0.396928	0.403023	0.536058	0.06092
ACET	2012-02-10	49,604	148,203	0.403958	0.171419	0.639469	0.189113
ACET	2012-02-17	125,770	374,692	0.454696	0.472566	0.509267	0.018167
ACET	2012-02-24	109,621	331,125	0.490132	0.42603	0.493837	0.080133
ACET	2012-03-02	132,245	305,913	0.431903	0.327415	0.650882	0.021702
ACET	2012-03-09	178,744	333,505	0.624923	0.410058	0.567765	0.022177
ACET	2012-03-16	89,656	250,608	0.454628	0.427294	0.532181	0.040525
ACET	2012-03-23	84,828	240,489	0.48976	0.43603	0.505908	0.058063
ACET	2012-03-30	128,497	287,830	0.476283	0.634532	0.325861	0.039607
ACET	2012-04-06	89,689	180,499	0.566682	0.620694	0.335608	0.043698
ACET	2012-04-13	78,091	223,801	0.345512	0.475532	0.485004	0.039464
ACET	2012-04-20	63,857	181,019	0.365297	0.48176	0.488461	0.029779
ACET	2012-04-27	29,648	127,986	0.277046	0.465833	0.484824	0.049343
ACET	2012-05-04	103,009	278,090	0.394128	0.420296	0.467297	0.112407
ACET	2012-05-11	52,237	183,002	0.347418	0.450592	0.519801	0.029608
ACET	2012-05-18	96,080	227,483	0.434327	0.254359	0.623463	0.122177
ACET	2012-05-25	39,301	126,553	0.278905	0.508714	0.478305	0.012981
ACET	2012-06-01	73,182	176,869	0.430993	0.238557	0.62035	0.141093
ACET	2012-06-08	64,541	190,816	0.333611	0.381376	0.557756	0.060868
ACET	2012-06-15	90,663	236,493	0.380974	0.290749	0.656807	0.052444
ACET	2012-06-22	51,087	170,115	0.396341	0.373208	0.575155	0.051638
ACET	2012-06-29	84,120	191,295	0.473073	0.344484	0.621562	0.033954
ACET	2012-07-06	85,829	191,092	0.442339	0.211613	0.619673	0.168715
ACET	2012-07-13	67,618	172,546	0.42074	0.244051	0.565795	0.190154
ACET	2012-07-20	78,871	201,308	0.507979	0.456763	0.489817	0.05342
ACET	2012-07-27	46,316	194,163	0.318943	0.434946	0.53174	0.033313
ACET	2012-08-03	45,832	122,565	0.435966	0.415461	0.54421	0.040329

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