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
AAON	2024-11-15	107,511	154,089	0.647564	0.03994	0.95277	0.007291
AAON	2024-11-22	93,203	152,472	0.54791	0.109705	0.8873	0.002995
AAON	2024-11-29	45,468	68,736	0.641676	0.055748	0.940672	0.00358
AAON	2024-12-06	97,599	134,047	0.693692	0.053468	0.869735	0.076797
AAON	2024-12-13	66,379	105,239	0.653402	0.031043	0.951044	0.017913
AAON	2024-12-20	86,685	139,680	0.588192	0.046025	0.916603	0.037372
AAON	2024-12-27	39,004	63,236	0.551825	0.042632	0.89072	0.066648
AAON	2025-01-03	40,670	69,708	0.618781	0.03327	0.938137	0.028593
AAON	2025-01-10	51,871	89,612	0.520229	0.056846	0.935484	0.00767
AAON	2025-01-17	119,013	161,809	0.693392	0.069329	0.909528	0.021143
AAON	2025-01-24	91,170	124,823	0.698148	0.057807	0.917732	0.024461
AAON	2025-01-31	180,759	356,073	0.570236	0.088309	0.894275	0.017415
AAON	2025-02-07	125,290	203,737	0.620155	0.061043	0.906128	0.032829
AAON	2025-02-14	72,081	114,405	0.66215	0.037238	0.954142	0.00862
AAON	2025-02-21	86,222	134,554	0.603072	0.087798	0.909581	0.002621
AAON	2025-02-28	253,448	476,373	0.519518	0.058557	0.929646	0.011797
AAON	2025-03-07	537,725	714,353	0.751158	0.083351	0.9002	0.016449
AAON	2025-03-14	296,358	427,438	0.709743	0.065817	0.920459	0.013724
AAON	2025-03-21	141,088	252,155	0.611337	0.080184	0.910009	0.009808
AAON	2025-03-28	184,116	225,576	0.846888	0.062817	0.925745	0.011437
AAON	2025-04-04	87,517	108,859	0.787668	0.036915	0.95084	0.012246
AAP	2011-01-07	1,729,574	4,312,710	0.411648	0.06392	0.864918	0.071162
AAP	2011-01-14	1,455,813	3,001,665	0.47895	0.050041	0.919521	0.030438
AAP	2011-01-21	1,197,928	2,298,888	0.567115	0.053556	0.919211	0.027233
AAP	2011-01-28	1,641,269	2,695,513	0.637299	0.06745	0.888996	0.043554
AAP	2011-02-04	1,445,763	2,648,844	0.596955	0.079189	0.873556	0.047256
AAP	2011-02-11	2,831,914	5,382,930	0.540542	0.104061	0.860401	0.035538
AAP	2011-02-18	1,829,611	3,623,336	0.509622	0.13315	0.778283	0.088568
AAP	2011-02-25	1,619,790	3,564,931	0.474896	0.08094	0.886565	0.032495
AAP	2011-03-04	2,174,680	3,769,864	0.594583	0.101273	0.815194	0.083533
AAP	2011-03-11	1,960,216	3,249,727	0.605013	0.189025	0.78426	0.026715
AAP	2011-03-18	1,926,817	3,999,371	0.506961	0.097639	0.877524	0.024838
AAP	2011-03-25	1,105,312	2,444,120	0.462447	0.082022	0.878212	0.039766
AAP	2011-04-01	969,104	1,949,379	0.468481	0.101348	0.874336	0.024316
AAP	2011-04-08	1,442,794	2,407,008	0.605621	0.110502	0.863916	0.025581
AAP	2011-04-15	2,278,570	3,610,162	0.60697	0.139729	0.830474	0.029797
AAP	2011-04-22	1,206,602	1,982,853	0.600038	0.27602	0.698391	0.025589
AAP	2011-04-29	1,275,686	2,243,152	0.577673	0.177278	0.801388	0.021333
AAP	2011-05-06	1,327,069	2,662,247	0.492053	0.107395	0.86512	0.027485
AAP	2011-05-13	2,471,417	4,221,543	0.572336	0.119116	0.818252	0.062632
AAP	2011-05-20	3,711,226	6,719,873	0.5325	0.128898	0.843957	0.027145
AAP	2011-05-27	2,302,348	4,752,611	0.492338	0.068359	0.907426	0.024215
AAP	2011-06-03	2,293,934	4,232,498	0.549463	0.06269	0.912278	0.025032
AAP	2011-06-10	1,787,724	3,788,255	0.463789	0.06716	0.906927	0.025913
AAP	2011-06-17	2,813,776	5,699,894	0.508487	0.080563	0.891812	0.027625
AAP	2011-06-24	1,720,493	4,082,998	0.436391	0.121621	0.845722	0.032657
AAP	2011-07-01	1,151,536	3,117,931	0.392074	0.111076	0.842774	0.04615
AAP	2011-07-08	982,732	2,323,203	0.43056	0.096245	0.870538	0.033217
AAP	2011-07-15	2,110,052	4,998,263	0.430342	0.123874	0.853269	0.022857
AAP	2011-07-22	1,474,636	3,658,828	0.423533	0.125593	0.7913	0.083107
AAP	2011-07-29	2,401,897	4,610,762	0.524024	0.11497	0.823209	0.061821
AAP	2011-08-05	2,512,498	4,206,956	0.574699	0.114249	0.845592	0.040159
AAP	2011-08-12	3,762,291	8,061,277	0.492769	0.14546	0.826411	0.028129
AAP	2011-08-19	2,810,742	5,150,864	0.523301	0.120048	0.846615	0.033336
AAP	2011-08-26	1,940,697	3,807,089	0.50119	0.140913	0.840647	0.01844
AAP	2011-09-02	1,662,238	3,101,943	0.591531	0.113862	0.859781	0.026357
AAP	2011-09-09	1,426,590	2,546,817	0.580886	0.171639	0.685448	0.142913
AAP	2011-09-16	1,850,807	3,495,709	0.598211	0.10756	0.865574	0.026866
AAP	2011-09-23	1,787,428	3,536,691	0.578789	0.134921	0.765403	0.099676
AAP	2011-09-30	1,224,814	2,653,407	0.481308	0.146007	0.831887	0.022106
AAP	2011-10-07	1,115,794	2,370,309	0.498198	0.1379	0.82282	0.03928
AAP	2011-10-14	1,116,669	2,081,128	0.516648	0.150472	0.773086	0.076443
AAP	2011-10-21	1,540,499	2,947,976	0.550688	0.170692	0.808735	0.020573
AAP	2011-10-28	1,103,581	2,253,455	0.511877	0.143378	0.771688	0.084934
AAP	2011-11-04	1,086,449	2,162,282	0.561244	0.106476	0.859841	0.033683
AAP	2011-11-11	2,669,297	4,299,142	0.633365	0.18291	0.777156	0.039934
AAP	2011-11-18	1,392,383	3,160,738	0.470213	0.196618	0.770437	0.032946
AAP	2011-11-25	1,199,650	2,124,467	0.58846	0.175994	0.793437	0.030568
AAP	2011-12-02	1,042,959	2,179,695	0.517235	0.165909	0.8039	0.030191
AAP	2011-12-09	1,088,962	2,178,342	0.507362	0.140813	0.786886	0.072301
AAP	2011-12-16	1,736,119	2,813,805	0.616307	0.172996	0.797691	0.029313
AAP	2011-12-23	1,359,492	2,367,614	0.525287	0.188476	0.796313	0.01521
AAP	2011-12-30	585,878	1,127,695	0.564811	0.132454	0.814503	0.053044
AAP	2012-01-06	1,090,654	2,068,086	0.562217	0.229867	0.729114	0.04102
AAP	2012-01-13	770,917	1,482,111	0.509393	0.168269	0.817263	0.014468
AAP	2012-01-20	926,290	2,019,022	0.444125	0.200005	0.785647	0.014348
AAP	2012-01-27	844,755	1,730,694	0.502738	0.1358	0.835912	0.028287
AAP	2012-02-03	1,089,987	2,130,858	0.48299	0.149554	0.791187	0.059258
AAP	2012-02-10	1,956,561	3,782,108	0.493542	0.16651	0.720082	0.113408
AAP	2012-02-17	2,306,214	4,662,657	0.487287	0.163176	0.805835	0.030989
AAP	2012-02-24	1,316,758	2,835,895	0.437817	0.125959	0.850685	0.023356
AAP	2012-03-02	981,960	2,775,205	0.360683	0.254558	0.708481	0.036961
AAP	2012-03-09	1,615,787	3,306,841	0.454535	0.48473	0.481714	0.033555
AAP	2012-03-16	1,069,885	2,247,012	0.480248	0.226057	0.753274	0.020669
AAP	2012-03-23	768,496	1,876,531	0.4373	0.215109	0.752989	0.031903
AAP	2012-03-30	753,525	1,851,056	0.392419	0.148356	0.842389	0.009256
AAP	2012-04-06	706,213	1,594,829	0.399243	0.153155	0.825727	0.021118
AAP	2012-04-13	1,219,457	2,276,215	0.498231	0.188811	0.795409	0.01578
AAP	2012-04-20	795,697	1,893,770	0.423133	0.152473	0.827357	0.02017
AAP	2012-04-27	909,503	2,411,893	0.422211	0.114158	0.842874	0.042969
AAP	2012-05-04	870,170	2,216,639	0.37955	0.090912	0.844114	0.064974
AAP	2012-05-11	1,081,689	2,283,114	0.460756	0.184353	0.786227	0.02942
AAP	2012-05-18	2,909,786	8,087,291	0.396945	0.165796	0.740082	0.094122
AAP	2012-05-25	3,420,953	6,702,873	0.530504	0.197936	0.765572	0.036491
AAP	2012-06-01	1,704,748	2,980,008	0.607123	0.134239	0.765823	0.099938
AAP	2012-06-08	1,802,285	2,994,603	0.606824	0.186536	0.780924	0.032541
AAP	2012-06-15	1,654,913	3,653,809	0.512332	0.149591	0.815907	0.034503
AAP	2012-06-22	2,270,262	4,728,105	0.502855	0.188101	0.744739	0.06716
AAP	2012-06-29	3,105,151	5,311,892	0.587769	0.199136	0.771514	0.02935
AAP	2012-07-06	1,268,777	2,662,937	0.471845	0.135251	0.77942	0.085329

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