Split (1)

train · ~99.7M rows (showing the first 43.6M)

date stringdate 2019-02-09 00:00:00 2023-01-09 00:00:00	act_symbol stringlengths 1 5	expiration stringdate 2019-02-15 00:00:00 2023-03-17 00:00:00	strike float64 0.5 4.85k	call_put stringclasses 2 values	bid float64 0 2.67k	ask float64 0 2.68k	vol float64 -1 6	delta float64 -1 1	gamma float64 0 9.89	theta float64 -9.99 0.1	vega float64 -0.43 6.2	rho float64 -4.66 4.79
2019-02-09	ECL	2019-03-29	140	Call	17.6	21.9	0.2248	0.9549	0.0077	-0.0229	0.0592	0.1311
2019-02-09	ECL	2019-03-29	140	Put	0.45	0.7	0.2601	-0.0805	0.0099	-0.0222	0.0926	-0.0167
2019-02-09	ECL	2019-03-29	143	Call	15.8	18.3	0.2337	0.9138	0.0122	-0.0322	0.0944	0.1308
2019-02-09	ECL	2019-03-29	143	Put	0.55	0.85	0.2396	-0.1018	0.0128	-0.0242	0.1082	-0.0209
2019-02-09	ECL	2019-03-29	148	Call	11.4	13.4	0.2058	0.8562	0.0199	-0.0379	0.134	0.1303
2019-02-09	ECL	2019-03-29	148	Put	1	1.4	0.2185	-0.1702	0.0201	-0.0311	0.1503	-0.0344
2019-02-09	ECL	2019-03-29	152.5	Call	7.8	9.5	0.1922	0.7548	0.0293	-0.0453	0.1841	0.1228
2019-02-09	ECL	2019-03-29	152.5	Put	1.4	2.3	0.1944	-0.2613	0.029	-0.0348	0.1903	-0.0518
2019-02-09	ECL	2019-03-29	155	Call	6.1	7.4	0.1835	0.6802	0.0348	-0.0476	0.2078	0.1152
2019-02-09	ECL	2019-03-29	155	Put	1.8	2.9	0.1796	-0.3309	0.0351	-0.0352	0.2115	-0.0645
2019-02-09	ECL	2019-03-29	160	Call	3.1	4.2	0.1705	0.4903	0.0413	-0.0467	0.2304	0.089
2019-02-09	ECL	2019-03-29	160	Put	4.1	5.1	0.18	-0.5197	0.0387	-0.037	0.2308	-0.0985
2019-02-09	ECL	2019-03-29	162.5	Call	2.05	3	0.1666	0.3873	0.0404	-0.0429	0.2247	0.0729
2019-02-09	ECL	2019-03-29	162.5	Put	5.5	6.5	0.1765	-0.6159	0.0379	-0.0333	0.2231	-0.1148
2019-02-09	ECL	2019-03-29	165	Call	1.3	2.1	0.165	0.2922	0.0364	-0.0374	0.1985	0.0568
2019-02-09	ECL	2019-03-29	165	Put	7.2	8.3	0.179	-0.7008	0.0341	-0.0292	0.2061	-0.1288
2019-02-09	ECL	2019-03-29	170	Call	0.45	0.7	0.1546	0.1307	0.0239	-0.0211	0.1299	0.0266
2019-02-09	ECL	2019-03-29	170	Put	10.5	12.6	0.1679	-0.8562	0.0239	-0.0127	0.1381	-0.1516
2019-02-09	ECL	2019-03-29	175	Call	0	3.1	0.1562	0.0528	0.0119	-0.0106	0.0626	0.011
2019-02-09	ECL	2019-03-29	175	Put	15.3	18.4	0.2291	-0.8659	0.0166	-0.0191	0.1278	-0.159
2019-02-09	ECL	2019-03-29	182.5	Call	0	4.4	0.1562	0.0093	0.0028	-0.0024	0.0146	0.0019
2019-02-09	ECL	2019-03-29	182.5	Put	21.9	25.8	0.2291	-0.9476	0.0083	-0.0026	0.0646	-0.1643
2019-02-09	ED	2019-02-22	68.5	Call	8.2	11.2	0.166	1	0	-0.0047	0	0.0055
2019-02-09	ED	2019-02-22	68.5	Put	0	0.5	0.166	0	0	0	0	0
2019-02-09	ED	2019-02-22	71	Call	6.1	8.6	0.166	1	0	-0.0049	0	0.0057
2019-02-09	ED	2019-02-22	71	Put	0	0.5	0.166	-0.0013	0.0017	-0.0004	0.0007	0
2019-02-09	ED	2019-02-22	73.5	Call	3.5	5.9	0.166	1	0	-0.0051	0	0.0059
2019-02-09	ED	2019-02-22	73.5	Put	0	0.2	0.166	-0.0256	0.0235	-0.0053	0.0091	-0.0008
2019-02-09	ED	2019-02-22	76	Call	2.5	3.3	0.166	0.9744	0.0469	-0.0159	0.0091	0.0064
2019-02-09	ED	2019-02-22	76	Put	0.2	0.65	0.166	-0.1792	0.1036	-0.0229	0.041	-0.005
2019-02-09	ED	2019-02-22	77.5	Call	1.35	1.7	0.1368	0.8576	0.2075	-0.0371	0.0316	0.0082
2019-02-09	ED	2019-02-22	77.5	Put	0.5	0.95	0.1744	-0.3821	0.1443	-0.0346	0.0586	-0.0102
2019-02-09	ED	2019-02-22	79	Call	0.55	0.75	0.153	0.4364	0.2351	-0.0484	0.0551	0.0087
2019-02-09	ED	2019-02-22	79	Put	1.2	1.7	0.1686	-0.6096	0.1519	-0.0327	0.0586	-0.0148
2019-02-09	ED	2019-02-22	80.5	Call	0	0.5	0.2156	0.2619	0.1035	-0.0417	0.051	0.0074
2019-02-09	ED	2019-02-22	80.5	Put	2.2	3.3	0.2156	-0.7461	0.1	-0.0347	0.0503	-0.0169
2019-02-09	ED	2019-02-22	82	Call	0	0.5	0.2487	0.1752	0.0683	-0.0363	0.0405	0.0051
2019-02-09	ED	2019-02-22	82	Put	3.6	4.6	0.2487	-0.8306	0.0692	-0.031	0.0396	-0.0173
2019-02-09	ED	2019-02-22	84	Call	0	0.5	0.3933	0.1891	0.0451	-0.0594	0.0407	0.0055
2019-02-09	ED	2019-02-22	84	Put	5.3	7.4	0.3933	-0.814	0.0456	-0.0542	0.0403	-0.0188
2019-02-09	ED	2019-02-22	85	Call	0	0.5	0.4704	0.1977	0.0386	-0.0726	0.0426	0.0056
2019-02-09	ED	2019-02-22	85	Put	6.6	8.4	0.4704	-0.8055	0.039	-0.0674	0.0437	-0.0194
2019-02-09	ED	2019-03-08	68.5	Call	8.2	12.1	0.1382	1	0	-0.0047	0	0.0053
2019-02-09	ED	2019-03-08	68.5	Put	0	0.15	0.1782	-0.003	0.0024	-0.0006	0.002	-0.0002
2019-02-09	ED	2019-03-08	71	Call	5.7	9.6	0.1382	1	0	-0.0049	0	0.0055
2019-02-09	ED	2019-03-08	71	Put	0	0.25	0.1782	-0.0217	0.0135	-0.0035	0.0112	-0.0013
2019-02-09	ED	2019-03-08	73.5	Call	3.2	7.1	0.1382	1	0	-0.0051	0	0.0057
2019-02-09	ED	2019-03-08	73.5	Put	0.1	0.4	0.1782	-0.094	0.0437	-0.0111	0.0375	-0.0053
2019-02-09	ED	2019-03-08	76	Call	2.85	3.2	0.1632	0.8886	0.1263	-0.0328	0.038	0.0175
2019-02-09	ED	2019-03-08	76	Put	0.45	0.7	0.1706	-0.2541	0.0877	-0.0199	0.0714	-0.0139
2019-02-09	ED	2019-03-08	77.5	Call	1.65	2.05	0.158	0.654	0.1727	-0.0395	0.0769	0.0283
2019-02-09	ED	2019-03-08	77.5	Put	0.85	1.15	0.1598	-0.3985	0.1135	-0.022	0.0843	-0.0207
2019-02-09	ED	2019-03-08	79	Call	0.8	1.15	0.1468	0.4297	0.1322	-0.0261	0.0848	0.0246
2019-02-09	ED	2019-03-08	79	Put	1.55	1.85	0.1533	-0.577	0.1216	-0.0206	0.0845	-0.0276
2019-02-09	ED	2019-03-08	80.5	Call	0.3	0.6	0.1512	0.2652	0.1001	-0.0206	0.0709	0.0155
2019-02-09	ED	2019-03-08	80.5	Put	2.5	2.9	0.1512	-0.7477	0.1044	-0.0157	0.0708	-0.0303
2019-02-09	ED	2019-03-08	82	Call	0.05	0.35	0.142	0.127	0.0677	-0.0121	0.0451	0.0075
2019-02-09	ED	2019-03-08	82	Put	3.7	4.1	0.142	-0.8956	0.0734	-0.0072	0.0412	-0.0238
2019-02-09	ED	2019-03-08	84	Call	0	0.15	0.2277	0.1414	0.0454	-0.0205	0.0485	0.0082
2019-02-09	ED	2019-03-08	84	Put	4.7	8.2	0.2277	-0.8706	0.0476	-0.0155	0.0465	-0.0303
2019-02-09	ED	2019-03-08	85	Call	0	0.1	0.2868	0.1615	0.0395	-0.0281	0.053	0.0094
2019-02-09	ED	2019-03-08	85	Put	6.3	8.1	0.2868	-0.8467	0.0407	-0.0229	0.0512	-0.0336
2019-02-09	ED	2019-03-29	70.5	Call	7.6	8.8	0.1682	1	0	-0.005	0	0.0057
2019-02-09	ED	2019-03-29	70.5	Put	0.05	0.35	0.1776	-0.0467	0.0192	-0.0048	0.0279	-0.005
2019-02-09	ED	2019-03-29	71	Call	5.7	9.7	0.1682	1	0	-0.005	0	0.0057
2019-02-09	ED	2019-03-29	71	Put	0.05	0.4	0.1776	-0.0583	0.023	-0.0057	0.0351	-0.0058
2019-02-09	ED	2019-03-29	73.5	Call	5.3	5.7	0.1682	0.9656	0.0502	-0.0169	0.025	0.0221
2019-02-09	ED	2019-03-29	73.5	Put	0.25	0.65	0.1776	-0.1508	0.0464	-0.0114	0.0679	-0.0147
2019-02-09	ED	2019-03-29	76	Call	3.1	3.6	0.1653	0.7284	0.0974	-0.0261	0.0934	0.0621
2019-02-09	ED	2019-03-29	76	Put	0.7	1.15	0.1686	-0.2953	0.0726	-0.0155	0.0993	-0.0276
2019-02-09	ED	2019-03-29	77.5	Call	2.1	2.5	0.1565	0.5964	0.0868	-0.021	0.1112	0.0599
2019-02-09	ED	2019-03-29	77.5	Put	1.2	1.65	0.1628	-0.4121	0.0854	-0.0166	0.1113	-0.0369
2019-02-09	ED	2019-03-29	79	Call	1.2	1.6	0.1442	0.4589	0.0965	-0.0193	0.1146	0.0468
2019-02-09	ED	2019-03-29	79	Put	1.85	2.25	0.152	-0.5478	0.0947	-0.0151	0.1136	-0.0453
2019-02-09	ED	2019-03-29	80.5	Call	0.6	1.1	0.1444	0.3232	0.0871	-0.017	0.1027	0.0332
2019-02-09	ED	2019-03-29	80.5	Put	2.75	3.2	0.1492	-0.6867	0.0894	-0.0126	0.1004	-0.05
2019-02-09	ED	2019-03-29	82	Call	0.25	0.7	0.1468	0.2133	0.0694	-0.0137	0.0857	0.0221
2019-02-09	ED	2019-03-29	82	Put	3.9	4.3	0.1468	-0.8105	0.0753	-0.0088	0.0791	-0.047
2019-02-09	ED	2019-03-29	84.5	Call	0	0.3	0.1935	0.1562	0.0432	-0.0144	0.0686	0.0158
2019-02-09	ED	2019-03-29	84.5	Put	5.9	7.2	0.1935	-0.8652	0.0468	-0.0094	0.0644	-0.0466
2019-02-09	EFX	2019-02-22	91	Call	13.7	17.2	0.393	0.9871	0.0042	-0.0164	0.007	0.0292
2019-02-09	EFX	2019-02-22	91	Put	0	2.45	0.393	-0.0181	0.0054	-0.0129	0.0093	-0.0008
2019-02-09	EFX	2019-02-22	96	Call	9.1	12.6	0.393	0.9325	0.0166	-0.046	0.0271	0.0291
2019-02-09	EFX	2019-02-22	96	Put	0	2.55	0.393	-0.0809	0.0183	-0.0433	0.0313	-0.0034
2019-02-09	EFX	2019-02-22	99.5	Call	5.9	9.4	0.393	0.8431	0.0304	-0.0787	0.0514	0.0273
2019-02-09	EFX	2019-02-22	99.5	Put	0.5	2.15	0.393	-0.1752	0.0316	-0.0745	0.0554	-0.007
2019-02-09	EFX	2019-02-22	103	Call	4.9	6.2	0.4001	0.7025	0.0429	-0.1115	0.0707	0.0234
2019-02-09	EFX	2019-02-22	103	Put	1.15	2.6	0.4001	-0.3169	0.0429	-0.1042	0.0735	-0.0127
2019-02-09	EFX	2019-02-22	105	Call	3.6	4.5	0.3693	0.6164	0.0512	-0.1129	0.0795	0.0209
2019-02-09	EFX	2019-02-22	105	Put	1.6	3.4	0.3693	-0.4039	0.0506	-0.104	0.0815	-0.016
2019-02-09	EFX	2019-02-22	107	Call	2.4	3.4	0.3592	0.5102	0.0548	-0.1135	0.0827	0.0177
2019-02-09	EFX	2019-02-22	107	Put	2.5	3.5	0.3343	-0.5109	0.0575	-0.0959	0.0834	-0.0202
2019-02-09	EFX	2019-02-22	109	Call	1.5	2.55	0.3571	0.4024	0.0534	-0.1086	0.0798	0.0143
2019-02-09	EFX	2019-02-22	109	Put	3.5	5.6	0.3804	-0.6044	0.0489	-0.105	0.0794	-0.024
2019-02-09	EFX	2019-02-22	111	Call	0.75	1.9	0.373	0.3125	0.0466	-0.1029	0.0742	0.0112
2019-02-09	EFX	2019-02-22	111	Put	3.9	7.4	0.373	-0.6988	0.045	-0.0917	0.0734	-0.0277
2019-02-09	EFX	2019-02-22	114	Call	0	2.75	0.373	0.1943	0.0361	-0.0793	0.0563	0.0071
2019-02-09	EFX	2019-02-22	114	Put	6.5	10	0.373	-0.8127	0.0348	-0.0686	0.0553	-0.0322
2019-02-09	EFX	2019-02-22	118	Call	0	2.35	0.373	0.0893	0.0211	-0.0462	0.0354	0.0034
2019-02-09	EFX	2019-02-22	118	Put	9.8	13.7	0.373	-0.9137	0.0203	-0.0364	0.0347	-0.0364

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