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
ABT	2012-05-25	8,763,638	17,262,281	0.556821	0.24891	0.705549	0.045541
ABT	2012-06-01	6,088,373	13,956,256	0.504615	0.166889	0.69554	0.137571
ABT	2012-06-08	8,215,899	17,751,931	0.508675	0.189146	0.745723	0.065131
ABT	2012-06-15	7,366,032	15,134,121	0.562423	0.157348	0.798449	0.044204
ABT	2012-06-22	5,355,963	13,806,328	0.455597	0.162711	0.774595	0.062694
ABT	2012-06-29	6,704,548	14,690,215	0.496971	0.169269	0.785027	0.045704
ABT	2012-07-06	5,294,233	9,567,565	0.597426	0.1751	0.705892	0.119009
ABT	2012-07-13	12,176,603	22,320,652	0.537547	0.156488	0.685874	0.157638
ABT	2012-07-20	6,909,938	15,572,789	0.461329	0.156181	0.804041	0.039778
ABT	2012-07-27	7,879,748	15,929,369	0.520701	0.145831	0.813094	0.041075
ABT	2012-08-03	7,577,394	15,159,715	0.540772	0.1872	0.776882	0.035917
ABT	2012-08-10	3,552,141	9,262,318	0.42296	0.205423	0.77331	0.021266
ABT	2012-08-17	3,494,161	7,991,761	0.515267	0.182093	0.79804	0.019867
ABT	2012-08-24	4,403,114	9,403,082	0.521967	0.205869	0.759045	0.035086
ABT	2012-08-31	2,997,785	8,229,644	0.400318	0.170241	0.801044	0.028716
ABT	2012-09-07	3,941,213	9,710,381	0.44262	0.186582	0.78296	0.030458
ABT	2012-09-14	8,900,971	17,172,128	0.543755	0.162013	0.759702	0.078285
ABT	2012-09-21	7,718,590	18,525,789	0.487942	0.154194	0.818256	0.02755
ABT	2012-09-28	7,768,908	16,917,728	0.504855	0.181608	0.741105	0.077287
ABT	2012-10-05	6,587,279	16,653,998	0.409265	0.158981	0.821707	0.019312
ABT	2012-10-12	5,498,027	13,921,560	0.379839	0.172755	0.701772	0.125474
ABT	2012-10-19	15,900,345	41,600,284	0.441977	0.185938	0.790108	0.023954
ABT	2012-10-26	12,345,052	22,903,180	0.548572	0.121127	0.858685	0.020188
ABT	2012-11-02	5,510,267	11,094,781	0.522873	0.117559	0.863802	0.01864
ABT	2012-11-09	11,319,748	21,061,114	0.52919	0.150696	0.819762	0.029542
ABT	2012-11-16	9,962,954	19,432,556	0.532784	0.134505	0.849041	0.016454
ABT	2012-11-23	5,418,687	13,469,740	0.403254	0.158845	0.826738	0.014417
ABT	2012-11-30	6,081,258	14,813,759	0.432512	0.180496	0.803046	0.016458
ABT	2012-12-07	5,742,146	15,020,747	0.406209	0.220199	0.763214	0.016587
ABT	2012-12-14	7,314,614	18,403,786	0.408436	0.207546	0.780286	0.012168
ABT	2012-12-21	9,005,328	24,574,663	0.417266	0.154658	0.772921	0.072421
ABT	2012-12-28	3,280,615	8,144,189	0.445723	0.161879	0.804933	0.033188
ABT	2013-01-04	16,640,497	33,798,830	0.523521	0.16942	0.73435	0.096229
ABT	2013-01-11	13,214,534	29,369,744	0.485768	0.180377	0.720257	0.099366
ABT	2013-01-18	14,433,567	35,171,147	0.44797	0.134176	0.809324	0.0565
ABT	2013-01-25	11,838,594	28,232,537	0.473564	0.170154	0.772885	0.056961
ABT	2013-02-01	20,593,765	47,966,840	0.49241	0.143593	0.794294	0.062113
ABT	2013-02-08	14,619,609	31,018,147	0.517668	0.152273	0.764458	0.083268
ABT	2013-02-15	11,291,189	22,237,581	0.556086	0.129916	0.795247	0.074837
ABT	2013-02-22	7,080,798	16,748,985	0.479357	0.128741	0.803251	0.068008
ABT	2013-03-01	9,618,306	26,031,381	0.451811	0.138944	0.77326	0.087796
ABT	2013-03-08	5,727,443	16,258,057	0.395444	0.129258	0.788378	0.082364
ABT	2013-03-15	7,358,283	21,165,185	0.435229	0.096426	0.832875	0.070699
ABT	2013-03-22	6,495,412	17,625,336	0.427844	0.129516	0.797473	0.07301
ABT	2013-03-29	8,131,695	16,947,646	0.50799	0.145757	0.788878	0.065366
ABT	2013-04-05	15,154,243	34,666,487	0.511842	0.381729	0.574301	0.043971
ABT	2013-04-12	9,287,226	23,372,193	0.47709	0.403962	0.541041	0.054997
ABT	2013-04-19	15,511,946	35,737,602	0.47137	0.367642	0.599516	0.032841
ABT	2013-04-26	7,554,589	22,514,028	0.424157	0.367963	0.540287	0.09175
ABT	2013-05-03	8,658,325	19,874,300	0.522121	0.394597	0.562216	0.043187
ABT	2013-05-10	8,946,986	28,156,955	0.397748	0.412518	0.55515	0.032333
ABT	2013-05-17	9,466,378	26,595,008	0.409644	0.332104	0.621945	0.04595
ABT	2013-05-24	14,637,028	30,916,179	0.526987	0.332479	0.607614	0.059907
ABT	2013-05-31	12,533,642	28,913,889	0.508798	0.367261	0.571479	0.061259
ABT	2013-06-07	14,223,655	28,572,919	0.556063	0.336054	0.606833	0.057113
ABT	2013-06-14	9,156,557	20,721,798	0.485114	0.341288	0.569297	0.089416
ABT	2013-06-21	12,235,455	29,108,488	0.504297	0.392802	0.53987	0.067328
ABT	2013-06-28	14,614,353	36,293,546	0.49825	0.321344	0.489351	0.189305
ABT	2013-07-05	6,609,416	20,187,764	0.375922	0.390591	0.528778	0.080631
ABT	2013-07-12	11,872,866	35,520,044	0.390675	0.465135	0.486958	0.047907
ABT	2013-07-19	11,206,599	31,068,021	0.382083	0.479357	0.487947	0.032696
ABT	2013-07-26	11,269,072	27,166,750	0.433018	0.409495	0.555444	0.03506
ABT	2013-08-02	11,554,739	29,631,751	0.430796	0.33637	0.623292	0.040338
ABT	2013-08-09	13,217,795	26,880,617	0.515493	0.395989	0.555818	0.048192
ABT	2013-08-16	12,347,567	26,320,382	0.556259	0.310597	0.641464	0.047939
ABT	2013-08-23	11,012,417	20,860,946	0.566824	0.328381	0.538409	0.13321
ABT	2013-08-30	10,468,518	23,756,971	0.49994	0.357146	0.596475	0.046379
ABT	2013-09-06	11,271,847	31,139,539	0.430353	0.36774	0.598959	0.0333
ABT	2013-09-13	13,456,227	28,763,593	0.492459	0.468905	0.499671	0.031425
ABT	2013-09-20	10,490,803	25,822,869	0.453915	0.448373	0.523793	0.027834
ABT	2013-09-27	20,178,895	50,555,846	0.448913	0.494341	0.47418	0.031479
ABT	2013-10-04	15,173,898	32,128,922	0.515265	0.457925	0.514864	0.027211
ABT	2013-10-11	13,186,434	27,715,544	0.501218	0.429966	0.539515	0.030519
ABT	2013-10-18	23,756,951	51,365,311	0.473079	0.449889	0.517636	0.032476
ABT	2013-10-25	12,780,657	30,034,285	0.432618	0.403133	0.562621	0.034246
ABT	2013-11-01	10,047,442	22,723,650	0.46942	0.39905	0.568345	0.032605
ABT	2013-11-08	15,048,058	30,993,697	0.502881	0.415815	0.547946	0.036239
ABT	2013-11-15	9,657,312	23,706,624	0.429164	0.385061	0.565599	0.04934
ABT	2013-11-22	10,707,539	24,469,521	0.449333	0.411828	0.533415	0.054756
ABT	2013-11-29	6,685,554	14,121,721	0.550143	0.44183	0.507171	0.051
ABT	2013-12-06	9,460,475	21,973,173	0.45381	0.392362	0.567652	0.039986
ABT	2013-12-13	8,528,273	22,319,280	0.444906	0.45351	0.516792	0.029699
ABT	2013-12-20	13,319,247	31,950,641	0.466735	0.38012	0.583568	0.036312
ABT	2013-12-27	4,811,263	11,433,420	0.451485	0.384236	0.554407	0.061357
ABT	2014-01-03	6,067,153	13,470,609	0.515634	0.401497	0.555143	0.04336
ABT	2014-01-10	13,358,698	27,507,755	0.518404	0.501737	0.466212	0.03205
ABT	2014-01-17	12,895,833	27,706,802	0.51816	0.389883	0.576353	0.033763
ABT	2014-01-24	14,805,426	31,847,173	0.529526	0.443623	0.51641	0.039967
ABT	2014-01-31	14,981,534	36,427,358	0.413219	0.415774	0.54595	0.038276
ABT	2014-02-07	19,641,375	39,274,755	0.523262	0.362234	0.585226	0.052541
ABT	2014-02-14	16,561,284	33,090,490	0.532721	0.412086	0.549536	0.038378
ABT	2014-02-21	11,874,266	23,874,160	0.529257	0.354402	0.600181	0.045417
ABT	2014-02-28	18,849,284	37,232,436	0.523379	0.315598	0.569335	0.115067
ABT	2014-03-07	16,157,984	34,993,647	0.467907	0.33413	0.626669	0.039201
ABT	2014-03-14	13,414,269	24,973,908	0.544285	0.367071	0.597099	0.035829
ABT	2014-03-21	22,001,099	41,206,787	0.625747	0.345207	0.615675	0.039117
ABT	2014-03-28	15,054,520	31,516,767	0.484306	0.31582	0.639295	0.044885
ABT	2014-04-04	11,841,988	25,691,032	0.46565	0.409742	0.554324	0.035934
ABT	2014-04-11	14,010,549	37,812,101	0.420245	0.399391	0.553645	0.046964
ABT	2014-04-18	20,720,265	36,207,129	0.559195	0.539506	0.424247	0.036247

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