Split (2)

train · 3.64M rows

stock_id int64 0 199	date_id int64 0 335	seconds_in_bucket int64 0 540	imbalance_size float64 0 1.23B ⌀	imbalance_buy_sell_flag int64 -1 1	reference_price float64 0.94 1.05 ⌀	matched_size float64 18.7k 7.71B ⌀	far_price float64 0 438 ⌀	near_price float64 0.86 1.15 ⌀	bid_price float64 0.93 1.05 ⌀	bid_size float64 0 30.3M	ask_price float64 0.94 1.06 ⌀	ask_size float64 0 54.4M	wap float64 0.94 1.05 ⌀	target float64 -319.76 446 ⌀	time_id int64 0 18.5k	row_id stringlengths 5 11
120	335	540	0	0	1.000983	9,599,795.89	1.000983	1.000983	1.000983	15,279.6	1.001295	119,673.97	1.001018	2.690554	18,479	335_540_120
121	335	540	363,965.66	1	0.998655	27,637,259.74	0.999171	0.998655	0.998396	628,039.47	0.998655	485,047.2	0.998542	11.930466	18,479	335_540_121
122	335	540	0	0	0.999139	16,102,129.04	0.999139	0.999139	0.999139	1,349,401.52	0.999854	225,992.69	0.999752	11.229515	18,479	335_540_122
123	335	540	6,322,365.25	-1	0.99899	105,225,854.68	0.99774	0.99774	0.99899	76,481.7	0.999104	345,261.84	0.999011	1.699925	18,479	335_540_123
124	335	540	0	0	0.999737	4,676,377.58	0.999737	0.999737	0.999535	14,430.69	0.999938	49,858.05	0.999626	-20.040274	18,479	335_540_124
125	335	540	0	0	1.002838	11,184,196.2	1.002838	1.002838	1.00251	1,102.16	1.003202	100,917.18	1.002518	5.509853	18,479	335_540_125
126	335	540	626,955.33	-1	0.999599	111,147,123.34	0.999059	0.999419	0.999599	306,193.82	0.999779	495,504	0.999668	2.360344	18,479	335_540_126
127	335	540	0	0	0.998636	12,948,751.27	0.998636	0.998636	0.998575	63,792.54	0.998821	108,992.35	0.998666	3.989935	18,479	335_540_127
128	335	540	210,999.36	1	0.998658	31,332,920.74	0.998658	0.998658	0.998379	40,010.94	0.998658	150,378.51	0.998438	8.039475	18,479	335_540_128
129	335	540	0	0	0.999873	2,599,717.03	0.999873	0.999873	0.999873	14,712.83	1.000314	34,927.2	1.000004	19.379854	18,479	335_540_129
130	335	540	241,986.54	-1	0.999487	96,369,794.78	0.999294	0.999294	0.99939	118,232.4	0.999487	26,460.16	0.999469	4.190207	18,479	335_540_130
131	335	540	401,066.57	1	1.001067	13,231,812.22	1.001439	1.001439	1.000943	110,342.88	1.001067	15,004.62	1.001052	4.429817	18,479	335_540_131
132	335	540	340,530.36	-1	0.999855	16,821,750.05	0.999544	0.999811	0.9999	1,123.75	1.0003	44,968	0.99991	-2.390146	18,479	335_540_132
133	335	540	2,517,673.15	-1	0.99849	67,844,043.46	0.99649	0.997617	0.998454	30,485.04	0.998563	212,319.91	0.998467	-2.549887	18,479	335_540_133
134	335	540	0	0	1.000783	16,916,186.81	1.000783	1.000783	0.999892	360,235.94	1.000783	24,233.44	1.000727	3.609657	18,479	335_540_134
135	335	540	0	0	0.996166	6,208,924.84	0.996166	0.996166	0.996166	49,059.78	0.996807	65,076.75	0.996442	-12.590289	18,479	335_540_135
136	335	540	0	0	0.997457	3,179,228.66	0.997457	0.997457	0.996907	12,061.26	0.997457	16,308	0.997141	4.379749	18,479	335_540_136
137	335	540	0	0	0.999291	14,489,658.1	0.999291	0.999291	0.999291	425.52	0.999479	25,216.8	0.999294	4.889965	18,479	335_540_137
138	335	540	0	0	0.998524	3,039,406.2	0.998524	0.998524	0.998304	4,882.14	0.998635	25,323.2	0.998357	13.569593	18,479	335_540_138
139	335	540	0	0	1.000755	16,629,931.5	1.000755	1.000755	1.000566	129,744	1.00085	15,162.29	1.00082	-6.089807	18,479	335_540_139
140	335	540	2,298,279.33	-1	0.996604	197,614,248.85	0.996268	0.996268	0.996604	9,766.35	0.996717	273,666.19	0.996608	-0.939965	18,479	335_540_140
141	335	540	0	0	0.997055	104,559,438.82	0.997055	0.997055	0.997009	121,857.04	0.997102	24,630.7	0.997086	-4.270077	18,479	335_540_141
142	335	540	2,735,281.48	-1	0.999503	329,314,335.17	0.998469	0.99905	0.999485	19,275.9	0.999721	11,017.4	0.999635	1.72019	18,479	335_540_142
143	335	540	0	0	1.003639	422,750.65	1.003639	1.003639	1.003639	285,236.34	1.006046	730,158.22	1.004317	-3.700256	18,479	335_540_143
144	335	540	2,451,617.04	-1	1.001823	45,693,698.49	1.001539	1.001634	1.001823	9,644.18	1.001918	103,552.23	1.001831	0.129938	18,479	335_540_144
145	335	540	1,691,817.27	1	0.999243	13,071,672.3	0.999872	0.999872	0.999243	78,016.92	0.999557	41,878.25	0.999447	7.289648	18,479	335_540_145
146	335	540	0	0	1.001581	14,225,969.72	1.001581	1.001581	1.000959	37,384.2	1.00165	31,320	1.001335	23.440123	18,479	335_540_146
147	335	540	0	0	0.997382	14,346,299.74	0.997382	0.997382	0.997382	58,570.85	0.997596	9,662.76	0.997566	11.919737	18,479	335_540_147
148	335	540	53,474.22	-1	0.998141	38,058,866.18	0.997999	0.997999	0.998141	12,220.02	0.998283	179,322.72	0.99815	-2.740026	18,479	335_540_148
149	335	540	410,662.91	1	1.000868	22,439,342.81	1.001567	1.000868	1.000814	271,578.26	1.001244	19,739.32	1.001215	-0.960231	18,479	335_540_149
150	335	540	1,755,671.6	-1	1.002078	50,543,399.36	1.001348	1.001685	1.002078	2,141.16	1.002246	234,139.52	1.002079	1.349449	18,479	335_540_150
151	335	540	4,425,427.13	-1	0.997851	178,965,433.47	0.996653	0.997053	0.997851	116,626.67	0.998051	1,068,550	0.997871	-1.149774	18,479	335_540_151
152	335	540	0	0	1.002763	26,603,376.93	1.002763	1.002763	1.002763	4,217.64	1.002996	48,815.46	1.002781	1.200438	18,479	335_540_152
153	335	540	0	0	0.994224	1,921,724.38	0.994224	0.994224	0.993933	140,545.92	0.994516	50,962.45	0.994361	22.200346	18,479	335_540_153
154	335	540	0	0	0.998755	4,770,616.28	0.998755	0.998755	0.998335	141,561.62	0.998755	12,445	0.998721	3.379583	18,479	335_540_154
155	335	540	0	0	0.999053	9,482,894.29	0.999053	0.999053	0.998955	204.62	0.99915	33,666.57	0.998956	-9.670258	18,479	335_540_155
156	335	540	0	0	0.998879	9,488,632.67	0.998879	0.998879	0.997864	465,951.83	0.998879	286,590	0.998493	-3.250241	18,479	335_540_156
157	335	540	2,382,478.3	1	0.998213	37,478,806.74	0.999274	0.999274	0.998069	21,948.36	0.998358	248,544	0.998092	-3.470182	18,479	335_540_157
158	335	540	0	0	1.006936	4,540,804.26	1.006936	1.006936	1.006331	1,096.7	1.006936	4,988	1.00644	-10.079742	18,479	335_540_158
159	335	540	468,229.68	-1	1.000593	18,366,595.39	0.999735	0.999735	1.000497	58,413.36	1.000783	61,267.47	1.000637	8.31008	18,479	335_540_159
160	335	540	1,701,066	-1	0.998971	171,491,158.78	0.998541	0.998648	0.998971	61,154.52	0.999024	389,997.22	0.998978	4.04954	18,479	335_540_160
161	335	540	0	0	1.002746	5,357,966.25	1.002746	1.002746	1.002746	44,851.8	1.003596	45,704.7	1.003168	-26.569962	18,479	335_540_161
162	335	540	62,817.41	1	0.999532	39,720,077.63	0.999564	0.999564	0.999373	120,219.87	0.999595	59,024.48	0.999522	5.049706	18,479	335_540_162
163	335	540	9,087,738.78	-1	0.998478	161,177,534.98	0.9961	0.997547	0.998478	45,855.81	0.998557	367,379.55	0.998487	1.959801	18,479	335_540_163
164	335	540	1,046,388.97	-1	0.999651	23,475,932.81	0.999503	0.999503	0.999651	6,766	0.999946	33,772.32	0.9997	4.030466	18,479	335_540_164
165	335	540	35,346.26	1	0.999895	15,562,403.7	0.999895	0.999895	0.99936	984,693.14	0.999895	236,694.28	0.999792	9.440184	18,479	335_540_165
166	335	540	0	0	1.00066	38,806,223.86	1.00066	1.00066	1.000406	157,564.68	1.00066	182,878.19	1.000523	4.400015	18,479	335_540_166
167	335	540	0	0	1.00197	15,590,436.84	1.00197	1.00197	1.001767	197,400	1.00197	56,171.68	1.001925	8.560419	18,479	335_540_167
168	335	540	1,528,793.43	1	1.000339	440,356,326.48	1.000443	1.000443	1.000234	333,886.64	1.000339	522,481.19	1.000275	-3.640056	18,479	335_540_168
169	335	540	201,281.27	1	1.001453	21,174,996.87	1.001646	1.001607	1.000991	27,781.48	1.001453	28,833.36	1.001218	-0.380278	18,479	335_540_169
170	335	540	0	0	1.00088	13,136,852.71	1.00088	1.00088	1.00088	49,767.84	1.00101	46,384.1	1.000948	-4.119873	18,479	335_540_170
171	335	540	0	0	0.998598	23,373,100.06	0.998598	0.998598	0.998362	32,019.12	0.998598	104,595.07	0.998418	4.849434	18,479	335_540_171
172	335	540	0	0	1.004374	3,009,486.32	1.004374	1.004374	1.004374	105,303.01	1.005077	252,995.6	1.004581	0.989437	18,479	335_540_172
173	335	540	2,437,561.8	-1	0.999365	15,366,772.39	0.999046	0.999046	0.999205	159,562.5	0.999632	417,553.08	0.999323	0.799894	18,479	335_540_173
174	335	540	0	0	1.002515	6,174,482.69	1.002515	1.002515	1.001819	117,983.61	1.002515	94,996.8	1.002205	13.090372	18,479	335_540_174
175	335	540	9,620,655.85	-1	0.998665	597,981,197.07	0.997874	0.997874	0.998665	96,676.14	0.998764	206,909.44	0.998696	-0.240207	18,479	335_540_175
176	335	540	1,187,810.13	-1	0.999884	35,363,581.63	0.99844	0.998981	0.999884	67,354.24	1.000065	186,254.8	0.999932	0.760555	18,479	335_540_176
177	335	540	0	0	0.99683	3,768,493.66	0.99683	0.99683	0.995726	6,561.88	0.99683	73,018.74	0.995817	5.300045	18,479	335_540_177
178	335	540	150,545.85	1	1.003839	22,447,064.69	1.004099	1.003839	1.00371	8,824.74	1.003839	132,001.1	1.003718	5.550385	18,479	335_540_178
179	335	540	0	0	0.998558	232,578,170.74	0.998558	0.998558	0.998558	18,186.44	0.998641	144,901.35	0.998567	2.95043	18,479	335_540_179
180	335	540	261,211.31	-1	0.995755	3,007,616.56	0.994615	0.995185	0.995375	68,460.52	0.995945	58,744	0.995682	-1.940131	18,479	335_540_180
181	335	540	0	0	1.001966	10,495,224.79	1.001966	1.001966	1.001692	87,224.22	1.002021	61,278.2	1.001885	-1.620054	18,479	335_540_181
182	335	540	0	0	1.00093	10,659,372.9	1.00093	1.00093	1.000816	266,668.8	1.001044	16,670.6	1.00103	7.740259	18,479	335_540_182
183	335	540	1,865,614.25	-1	0.994278	90,215,206.12	0.994024	0.994024	0.994278	33,385.62	0.994405	24,062.66	0.994352	-4.079938	18,479	335_540_183
184	335	540	688,875.72	1	1.000037	19,754,836.1	1.000037	1.000037	0.999909	59,452.96	1.000037	9,663.32	1.000019	8.360147	18,479	335_540_184
185	335	540	27,121.22	1	0.998583	34,660,918.74	0.998683	0.998583	0.998019	76,992	0.998617	266,323.05	0.998153	6.359816	18,479	335_540_185
186	335	540	44,284.52	1	0.999565	25,426,956.71	0.999725	0.999565	0.999406	29,672.4	0.999565	77,824.23	0.99945	5.799532	18,479	335_540_186
187	335	540	0	0	1.0006	35,258,702.92	1.0006	1.0006	1.0006	51,072.44	1.000676	80,432.04	1.00063	1.989603	18,479	335_540_187
188	335	540	1,871.52	-1	0.999295	6,395,358.14	0.999295	0.999295	0.999295	19,668.27	0.999615	29,901.62	0.999422	-1.440048	18,479	335_540_188
189	335	540	0	0	1.000469	29,499,745.41	1.000469	1.000469	0.999985	34,018.47	1.000469	45,628.31	1.000192	22.720098	18,479	335_540_189
190	335	540	106,078.54	-1	1.000287	29,986,598.57	1.000117	1.000202	1.000202	76,831.02	1.000541	24,084.24	1.00046	1.31011	18,479	335_540_190
191	335	540	2,499,772.26	-1	1.002066	250,093,264.26	1.001449	1.001757	1.002066	7,011.72	1.002169	232,968.84	1.002069	-0.579953	18,479	335_540_191
192	335	540	1,020,570.81	1	1.001629	13,265,001.22	1.002257	1.002257	1.00155	67,973.49	1.001786	73,729.68	1.001663	-1.220107	18,479	335_540_192
193	335	540	1,210,377.9	1	1.000261	74,010,898.68	1.001662	1.000771	1.000134	264,489.04	1.000261	97,860.84	1.000227	2.119541	18,479	335_540_193
194	335	540	0	0	1.001412	4,067,659.72	1.001412	1.001412	1.001412	40,030.91	1.001693	714.4	1.001688	-2.509952	18,479	335_540_194
195	335	540	0	0	0.998499	47,136,524.7	0.998499	0.998499	0.998499	62,306.7	0.998602	6,076.98	0.998593	5.209446	18,479	335_540_195
196	335	540	468,217.61	1	0.998583	8,529,859.21	0.999855	0.999219	0.998265	459,685.62	0.998901	79,913	0.998807	16.729832	18,479	335_540_196
197	335	540	0	0	0.999702	33,088,064.71	0.999702	0.999702	0.999702	18,310	0.999811	47,428.08	0.999732	-3.809929	18,479	335_540_197
198	335	540	170,058.32	-1	1.000006	110,435,689.99	1.000006	1.000006	1.000006	179,704.56	1.000282	573,029.73	1.000072	7.9	18,479	335_540_198
199	335	540	0	0	0.997551	18,314,430.54	0.997551	0.997551	0.99721	41,491.56	0.997551	59,085	0.997351	8.46982	18,479	335_540_199

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