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	AES	2019-02-15	15	Call	2.15	2.25	0.1702	1	0	-0.001	0	0.0029
2019-02-09	AES	2019-02-15	15	Put	0	0.05	0.1702	0	0	0	0	0
2019-02-09	AES	2019-02-15	16	Call	1.15	1.3	0.1702	0.9992	0.0068	-0.0012	0.0001	0.0031
2019-02-09	AES	2019-02-15	16	Put	0	0.05	0.1702	-0.0008	0.0068	-0.0001	0.0001	0
2019-02-09	AES	2019-02-15	17	Call	0.25	0.35	0.1702	0.7185	0.8322	-0.0106	0.008	0.0023
2019-02-09	AES	2019-02-15	17	Put	0.05	0.15	0.1702	-0.2822	0.8385	-0.0095	0.008	-0.0009
2019-02-09	AES	2019-02-15	18	Call	0	0.05	0.1702	0.0323	0.1782	-0.0021	0.0017	0.0001
2019-02-09	AES	2019-02-15	18	Put	0.75	0.9	0.1702	-0.9796	0.1944	-0.0011	0.0014	-0.0007
2019-02-09	AES	2019-02-15	19	Call	0	0.05	0.1702	0	0.0002	0	0	0
2019-02-09	AES	2019-02-15	19	Put	1.75	1.85	0.1702	-1	0	0	0	0
2019-02-09	AES	2019-02-15	20	Call	0	0.05	0.1702	0	0	0	0	0
2019-02-09	AES	2019-02-15	20	Put	2.75	2.85	0.1702	-1	0	0	0	0
2019-02-09	AES	2019-03-15	15	Call	2.2	2.35	0.2338	0.976	0.0453	-0.002	0.003	0.0139
2019-02-09	AES	2019-03-15	15	Put	0	0.1	0.2338	-0.024	0.0453	-0.001	0.003	-0.0004
2019-02-09	AES	2019-03-15	16	Call	1.3	1.4	0.2338	0.8612	0.1776	-0.0049	0.0118	0.0129
2019-02-09	AES	2019-03-15	16	Put	0.1	0.2	0.2338	-0.139	0.179	-0.0038	0.0122	-0.0022
2019-02-09	AES	2019-03-15	17	Call	0.6	0.65	0.229	0.5993	0.3168	-0.0074	0.0206	0.0093
2019-02-09	AES	2019-03-15	17	Put	0.35	0.45	0.2455	-0.408	0.3006	-0.0068	0.0208	-0.006
2019-02-09	AES	2019-03-15	18	Call	0.15	0.25	0.2216	0.2824	0.2862	-0.006	0.018	0.0045
2019-02-09	AES	2019-03-15	18	Put	0.9	1.05	0.2392	-0.7093	0.2798	-0.0056	0.0187	-0.0089
2019-02-09	AES	2019-03-15	19	Call	0	0.1	0.2216	0.0862	0.1332	-0.0028	0.0084	0.0014
2019-02-09	AES	2019-03-15	19	Put	1.75	1.9	0.2392	-0.9117	0.1516	-0.0023	0.0089	-0.0071
2019-02-09	AES	2019-03-15	20	Call	0	0.05	0.2216	0.0173	0.0363	-0.0007	0.0023	0.0003
2019-02-09	AES	2019-03-15	20	Put	2.75	2.85	0.2392	-0.9986	0.0261	0	0.0004	0
2019-02-09	AFL	2019-02-22	41	Call	6.85	7.8	0.1923	1	0	-0.0028	0	0.0078
2019-02-09	AFL	2019-02-22	41	Put	0	0.1	0.2044	0	0.0001	0	0	0
2019-02-09	AFL	2019-02-22	43.5	Call	4.45	4.8	0.1923	0.9998	0.0006	-0.0031	0.0001	0.0083
2019-02-09	AFL	2019-02-22	43.5	Put	0	0.14	0.2044	-0.007	0.0102	-0.0013	0.0018	-0.0001
2019-02-09	AFL	2019-02-22	45	Call	2.66	3.4	0.1923	0.9883	0.0223	-0.0057	0.003	0.0086
2019-02-09	AFL	2019-02-22	45	Put	0.05	0.13	0.2044	-0.0537	0.0569	-0.0073	0.0102	-0.001
2019-02-09	AFL	2019-02-22	46.5	Call	1.53	1.96	0.1591	0.9197	0.1288	-0.0132	0.0136	0.0088
2019-02-09	AFL	2019-02-22	46.5	Put	0.16	0.23	0.1877	-0.1959	0.158	-0.0168	0.0267	-0.0034
2019-02-09	AFL	2019-02-22	47	Call	1.26	1.43	0.1747	0.8054	0.2083	-0.0226	0.0242	0.0085
2019-02-09	AFL	2019-02-22	47	Put	0.23	0.32	0.1731	-0.2715	0.2057	-0.0185	0.0314	-0.0046
2019-02-09	AFL	2019-02-22	48	Call	0.53	0.66	0.152	0.5554	0.3295	-0.0258	0.0355	0.0071
2019-02-09	AFL	2019-02-22	48	Put	0.45	0.72	0.1494	-0.5101	0.2888	-0.0185	0.0374	-0.008
2019-02-09	AFL	2019-02-22	49	Call	0.12	0.21	0.1376	0.2337	0.262	-0.0164	0.0285	0.0036
2019-02-09	AFL	2019-02-22	49	Put	0.98	1.32	0.1142	-0.8396	0.2391	-0.0069	0.0239	-0.0105
2019-02-09	AFL	2019-02-22	50	Call	0	0.08	0.21	0.1633	0.1296	-0.0185	0.0232	0.0028
2019-02-09	AFL	2019-02-22	50	Put	1.82	2.61	0.21	-0.8455	0.1245	-0.0143	0.0224	-0.0113
2019-02-09	AFL	2019-02-22	51.5	Call	0	0.06	0.2191	0.0505	0.0506	-0.0078	0.0098	0.0009
2019-02-09	AFL	2019-02-22	51.5	Put	3.4	3.8	0.2191	-0.9548	0.049	-0.004	0.0095	-0.011
2019-02-09	AFL	2019-02-22	52.5	Call	0	0.05	0.3781	0.1178	0.0561	-0.0256	0.0182	0.0021
2019-02-09	AFL	2019-02-22	52.5	Put	4.45	5.05	0.3781	-0.8856	0.0559	-0.0218	0.0179	-0.0123
2019-02-09	AFL	2019-02-22	55	Call	0	0.04	0.3781	0.0349	0.0217	-0.0099	0.0072	0.0006
2019-02-09	AFL	2019-02-22	55	Put	6.35	7.5	0.3781	-0.9683	0.021	-0.0057	0.0069	-0.0118
2019-02-09	AFL	2019-03-08	41	Call	6.4	9.5	0.1733	1	0	-0.0028	0	0.0077
2019-02-09	AFL	2019-03-08	41	Put	0	0.24	0.2105	-0.0031	0.0034	-0.0005	0.0013	-0.0001
2019-02-09	AFL	2019-03-08	43.5	Call	4	7.15	0.1733	0.9993	0.0019	-0.0032	0.0004	0.0083
2019-02-09	AFL	2019-03-08	43.5	Put	0.04	0.25	0.2105	-0.0428	0.0326	-0.0044	0.0121	-0.0016
2019-02-09	AFL	2019-03-08	45	Call	2.79	3.75	0.1733	0.9698	0.049	-0.0076	0.0093	0.0107
2019-02-09	AFL	2019-03-08	45	Put	0.14	0.28	0.2105	-0.1279	0.0753	-0.0101	0.0285	-0.0045
2019-02-09	AFL	2019-03-08	46.5	Call	1.78	2.36	0.2201	0.7314	0.1347	-0.0228	0.0437	0.0196
2019-02-09	AFL	2019-03-08	46.5	Put	0.34	0.48	0.1882	-0.2637	0.1321	-0.0138	0.0439	-0.0089
2019-02-09	AFL	2019-03-08	47	Call	1.41	1.68	0.1798	0.6987	0.1769	-0.0202	0.046	0.0191
2019-02-09	AFL	2019-03-08	47	Put	0.47	0.61	0.1823	-0.3309	0.1517	-0.0147	0.0486	-0.0109
2019-02-09	AFL	2019-03-08	48	Call	0.73	0.93	0.1554	0.5186	0.211	-0.0177	0.0524	0.0168
2019-02-09	AFL	2019-03-08	48	Put	0.78	0.98	0.1652	-0.4953	0.1858	-0.0142	0.0529	-0.0153
2019-02-09	AFL	2019-03-08	49	Call	0.29	0.45	0.1432	0.3099	0.1887	-0.0132	0.0472	0.0111
2019-02-09	AFL	2019-03-08	49	Put	1.23	1.59	0.1498	-0.6931	0.1857	-0.0107	0.0463	-0.0185
2019-02-09	AFL	2019-03-08	50	Call	0.11	0.2	0.1437	0.1573	0.1266	-0.0087	0.0326	0.0058
2019-02-09	AFL	2019-03-08	50	Put	2.04	2.48	0.1694	-0.8144	0.1291	-0.0088	0.0367	-0.0189
2019-02-09	AFL	2019-03-08	51.5	Call	0	0.66	0.3256	0.2313	0.0705	-0.0242	0.0404	0.0081
2019-02-09	AFL	2019-03-08	51.5	Put	2.95	3.95	0.3256	-0.7747	0.072	-0.0211	0.041	-0.0218
2019-02-09	AFL	2019-03-08	53	Call	0	0.06	0.4805	0.2488	0.0499	-0.037	0.0424	0.0085
2019-02-09	AFL	2019-03-08	53	Put	4.35	7.55	0.4805	-0.7546	0.0504	-0.0337	0.042	-0.0235
2019-02-09	AFL	2019-03-08	55	Call	0	0.05	0.4805	0.1692	0.0397	-0.0293	0.033	0.0058
2019-02-09	AFL	2019-03-08	55	Put	6.7	8.4	0.4805	-0.8353	0.0403	-0.0259	0.0325	-0.0238
2019-02-09	AFL	2019-03-29	41.5	Call	6.45	6.95	0.1903	0.9996	0.001	-0.0031	0.0003	0.0081
2019-02-09	AFL	2019-03-29	41.5	Put	0.08	0.16	0.2062	-0.0235	0.0153	-0.002	0.0097	-0.0016
2019-02-09	AFL	2019-03-29	43.5	Call	4.5	5	0.1903	0.9644	0.0419	-0.0077	0.0146	0.0222
2019-02-09	AFL	2019-03-29	43.5	Put	0.1	0.26	0.2062	-0.0867	0.0439	-0.0056	0.0288	-0.0053
2019-02-09	AFL	2019-03-29	45	Call	3.15	3.6	0.1903	0.853	0.0878	-0.0127	0.0419	0.0407
2019-02-09	AFL	2019-03-29	45	Put	0.27	0.47	0.2062	-0.1816	0.0735	-0.0092	0.0466	-0.0109
2019-02-09	AFL	2019-03-29	46.5	Call	2.04	2.31	0.1787	0.7084	0.1141	-0.0137	0.0604	0.0418
2019-02-09	AFL	2019-03-29	46.5	Put	0.52	0.76	0.1842	-0.3016	0.1094	-0.0106	0.061	-0.0174
2019-02-09	AFL	2019-03-29	47	Call	1.66	1.88	0.1667	0.657	0.1284	-0.0133	0.0645	0.0398
2019-02-09	AFL	2019-03-29	47	Put	0.63	0.82	0.1702	-0.3506	0.1264	-0.0103	0.0655	-0.0198
2019-02-09	AFL	2019-03-29	48	Call	1.01	1.34	0.1622	0.5226	0.1406	-0.0133	0.0699	0.0323
2019-02-09	AFL	2019-03-29	48	Put	0.98	1.22	0.1608	-0.4849	0.1455	-0.0101	0.0698	-0.0257
2019-02-09	AFL	2019-03-29	49	Call	0.55	0.85	0.1555	0.3798	0.1402	-0.0119	0.0679	0.0238
2019-02-09	AFL	2019-03-29	49	Put	1.49	1.78	0.1544	-0.6341	0.1469	-0.0087	0.0666	-0.0301
2019-02-09	AFL	2019-03-29	50	Call	0.27	0.56	0.1488	0.244	0.1206	-0.0092	0.0564	0.0154
2019-02-09	AFL	2019-03-29	50	Put	2.12	2.53	0.1488	-0.7769	0.1289	-0.0061	0.0532	-0.0302
2019-02-09	AFL	2019-03-29	51.5	Call	0.02	0.14	0.1472	0.1059	0.0708	-0.0052	0.0321	0.0066
2019-02-09	AFL	2019-03-29	51.5	Put	2.94	4.6	0.1472	-0.9265	0.0744	-0.0016	0.026	-0.021
2019-02-09	AFL	2019-03-29	53	Call	0	0.13	0.1422	0.0325	0.0291	-0.002	0.0127	0.002
2019-02-09	AFL	2019-03-29	53	Put	4.7	5.8	0.1422	-0.9924	0.0151	0	0.0046	-0.0115
2019-02-09	AFL	2019-03-29	55.5	Call	0	0.06	0.1422	0.0032	0.0038	-0.0003	0.0017	0.0002
2019-02-09	AFL	2019-03-29	55.5	Put	7.2	7.9	0.1422	-1	0	0	0	-0.0105
2019-02-09	AGN	2019-02-22	110	Call	20.6	23.35	0.3948	0.9992	0.0004	-0.0091	0.0007	0.0149
2019-02-09	AGN	2019-02-22	110	Put	0	0.22	0.3701	-0.0062	0.0019	-0.0059	0.0045	-0.0003
2019-02-09	AGN	2019-02-22	120	Call	12.05	12.7	0.3948	0.9283	0.0178	-0.0733	0.033	0.02
2019-02-09	AGN	2019-02-22	120	Put	0.34	0.56	0.3701	-0.0971	0.0181	-0.0577	0.044	-0.0048
2019-02-09	AGN	2019-02-22	123	Call	9.2	10.05	0.3739	0.8681	0.0283	-0.1007	0.0529	0.0213
2019-02-09	AGN	2019-02-22	123	Put	0.56	0.85	0.3403	-0.1505	0.0268	-0.072	0.0622	-0.0073
2019-02-09	AGN	2019-02-22	127	Call	5.7	6.2	0.3028	0.7702	0.048	-0.1106	0.0781	0.0248
2019-02-09	AGN	2019-02-22	127	Put	1.19	1.36	0.2967	-0.2662	0.0433	-0.0875	0.0859	-0.0126
2019-02-09	AGN	2019-02-22	129	Call	4.25	4.8	0.2994	0.6664	0.055	-0.1224	0.0913	0.0239
2019-02-09	AGN	2019-02-22	129	Put	1.74	1.94	0.286	-0.3574	0.0511	-0.0954	0.0952	-0.0167

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