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	DAL	2019-02-22	47	Call	3.3	3.8	0.2127	0.9604	0.0407	-0.0096	0.0084	0.0172
2019-02-09	DAL	2019-02-22	47	Put	0.12	0.15	0.2907	-0.0971	0.06	-0.0173	0.017	-0.0018
2019-02-09	DAL	2019-02-22	48	Call	2.62	2.82	0.2585	0.8499	0.0913	-0.0241	0.023	0.0154
2019-02-09	DAL	2019-02-22	48	Put	0.21	0.26	0.2717	-0.1616	0.0916	-0.023	0.0241	-0.003
2019-02-09	DAL	2019-02-22	49	Call	1.83	2.01	0.2524	0.7398	0.1301	-0.0314	0.0321	0.0136
2019-02-09	DAL	2019-02-22	49	Put	0.39	0.46	0.259	-0.2657	0.129	-0.0292	0.033	-0.0048
2019-02-09	DAL	2019-02-22	50	Call	1.16	1.27	0.2379	0.5968	0.1647	-0.0345	0.0383	0.0111
2019-02-09	DAL	2019-02-22	50	Put	0.69	0.79	0.2487	-0.4079	0.1595	-0.0329	0.0387	-0.0071
2019-02-09	DAL	2019-02-22	51	Call	0.67	0.75	0.2349	0.4275	0.169	-0.034	0.0388	0.008
2019-02-09	DAL	2019-02-22	51	Put	1.17	1.28	0.2427	-0.5724	0.1658	-0.032	0.0385	-0.0095
2019-02-09	DAL	2019-02-22	52	Call	0.3	0.4	0.2259	0.264	0.1465	-0.027	0.0323	0.005
2019-02-09	DAL	2019-02-22	52	Put	1.8	1.97	0.2404	-0.7268	0.1434	-0.0262	0.0326	-0.0109
2019-02-09	DAL	2019-02-22	54	Call	0.02	0.08	0.2316	0.074	0.0612	-0.0117	0.0138	0.0014
2019-02-09	DAL	2019-02-22	54	Put	3.4	3.75	0.2461	-0.9218	0.0676	-0.0108	0.0153	-0.0092
2019-02-09	DAL	2019-02-22	56	Call	0	0.5	0.2316	0.0123	0.0139	-0.0026	0.0031	0.0002
2019-02-09	DAL	2019-02-22	56	Put	5.4	5.7	0.2461	-0.997	0.0166	-0.0006	0.0015	-0.0002
2019-02-09	DAL	2019-02-22	57	Call	0	0.4	0.2316	0.0042	0.0054	-0.001	0.0012	0.0001
2019-02-09	DAL	2019-02-22	57	Put	6.35	6.7	0.2461	-1	0	0	0	0
2019-02-09	DAL	2019-03-08	43	Call	7.25	7.65	0.3345	0.975	0.0142	-0.0084	0.0083	0.0219
2019-02-09	DAL	2019-03-08	43	Put	0.02	0.14	0.3345	-0.0426	0.0195	-0.0074	0.0126	-0.0017
2019-02-09	DAL	2019-03-08	45	Call	5.35	5.9	0.3004	0.9413	0.0316	-0.0127	0.0173	0.0223
2019-02-09	DAL	2019-03-08	45	Put	0.18	0.24	0.3166	-0.0975	0.0394	-0.0132	0.024	-0.0037
2019-02-09	DAL	2019-03-08	47	Call	3.7	3.85	0.2699	0.8612	0.0659	-0.0193	0.0315	0.0222
2019-02-09	DAL	2019-03-08	47	Put	0.38	0.48	0.2849	-0.1901	0.069	-0.0186	0.0382	-0.007
2019-02-09	DAL	2019-03-08	48	Call	2.89	3.05	0.2684	0.7806	0.0874	-0.0242	0.0407	0.0208
2019-02-09	DAL	2019-03-08	48	Put	0.57	0.67	0.2708	-0.262	0.0872	-0.0211	0.0459	-0.0096
2019-02-09	DAL	2019-03-08	49	Call	2.13	2.26	0.254	0.6891	0.1096	-0.0266	0.0471	0.0189
2019-02-09	DAL	2019-03-08	49	Put	0.86	1	0.2659	-0.357	0.1019	-0.0235	0.052	-0.0128
2019-02-09	DAL	2019-03-08	50	Call	1.48	1.62	0.2464	0.5728	0.1242	-0.0279	0.0538	0.017
2019-02-09	DAL	2019-03-08	50	Put	1.3	1.4	0.2624	-0.4638	0.1101	-0.0244	0.0551	-0.0164
2019-02-09	DAL	2019-03-08	51	Call	1.04	1.12	0.2486	0.4494	0.1224	-0.0275	0.0541	0.0137
2019-02-09	DAL	2019-03-08	51	Put	1.8	1.93	0.2566	-0.5751	0.1112	-0.0231	0.0544	-0.0199
2019-02-09	DAL	2019-03-08	52	Call	0.64	0.7	0.2399	0.3277	0.1146	-0.0238	0.0496	0.0107
2019-02-09	DAL	2019-03-08	52	Put	2.39	2.56	0.248	-0.6858	0.1045	-0.0196	0.0489	-0.0231
2019-02-09	DAL	2019-03-08	54	Call	0.21	0.27	0.2382	0.1471	0.0718	-0.0145	0.0329	0.0051
2019-02-09	DAL	2019-03-08	54	Put	3.8	4.15	0.2195	-0.8828	0.0661	-0.0076	0.0282	-0.0277
2019-02-09	DAL	2019-03-08	56	Call	0.06	0.09	0.2401	0.0546	0.0337	-0.0069	0.0158	0.002
2019-02-09	DAL	2019-03-08	56	Put	5.6	6.1	0.223	-0.9624	0.0274	-0.0009	0.0124	-0.0294
2019-02-09	DAL	2019-03-08	57	Call	0	0.73	0.2733	0.0509	0.0276	-0.0073	0.0145	0.0019
2019-02-09	DAL	2019-03-08	57	Put	6.7	7.05	0.2733	-0.9527	0.0268	-0.0031	0.0149	-0.03
2019-02-09	DAL	2019-03-29	44	Call	6.3	6.85	0.2465	0.9659	0.0222	-0.0076	0.0132	0.0248
2019-02-09	DAL	2019-03-29	44	Put	0.25	0.35	0.3062	-0.106	0.0327	-0.0102	0.0341	-0.007
2019-02-09	DAL	2019-03-29	45	Call	5.65	6.05	0.316	0.8696	0.0432	-0.0176	0.0374	0.0326
2019-02-09	DAL	2019-03-29	45	Put	0.31	0.46	0.2903	-0.136	0.0412	-0.0114	0.0412	-0.0089
2019-02-09	DAL	2019-03-29	47	Call	4	4.15	0.277	0.7844	0.0655	-0.0198	0.053	0.0352
2019-02-09	DAL	2019-03-29	47	Put	0.75	0.93	0.2938	-0.2481	0.0592	-0.0166	0.0597	-0.0159
2019-02-09	DAL	2019-03-29	48	Call	3.25	3.4	0.271	0.714	0.0754	-0.0214	0.0618	0.0354
2019-02-09	DAL	2019-03-29	48	Put	1	1.09	0.2762	-0.306	0.0699	-0.0172	0.0638	-0.0193
2019-02-09	DAL	2019-03-29	49	Call	2.62	2.78	0.2725	0.6321	0.0806	-0.0227	0.0685	0.0339
2019-02-09	DAL	2019-03-29	49	Put	1.33	1.43	0.2697	-0.3796	0.0779	-0.018	0.0696	-0.0234
2019-02-09	DAL	2019-03-29	50	Call	1.99	2.15	0.2615	0.5497	0.0864	-0.0222	0.0724	0.0314
2019-02-09	DAL	2019-03-29	50	Put	1.74	1.82	0.2618	-0.4603	0.084	-0.018	0.0728	-0.0276
2019-02-09	DAL	2019-03-29	51	Call	1.48	1.67	0.2578	0.4633	0.0865	-0.0213	0.0732	0.0277
2019-02-09	DAL	2019-03-29	51	Put	2.26	2.35	0.26	-0.5444	0.0849	-0.0176	0.0731	-0.0316
2019-02-09	DAL	2019-03-29	52	Call	1.1	1.2	0.2521	0.3777	0.0837	-0.0196	0.071	0.0234
2019-02-09	DAL	2019-03-29	52	Put	2.81	2.96	0.2544	-0.6292	0.0833	-0.0161	0.0703	-0.0348
2019-02-09	DAL	2019-03-29	54	Call	0.52	0.61	0.2443	0.2267	0.0676	-0.0147	0.0545	0.0146
2019-02-09	DAL	2019-03-29	54	Put	4.25	4.5	0.2588	-0.7687	0.0673	-0.0124	0.0572	-0.0386
2019-02-09	DAL	2019-03-29	56	Call	0.11	0.32	0.255	0.1349	0.0464	-0.0108	0.0398	0.0087
2019-02-09	DAL	2019-03-29	56	Put	5.95	6.15	0.255	-0.8775	0.0469	-0.0069	0.0387	-0.0384
2019-02-09	DAL	2019-03-29	57	Call	0.13	0.24	0.2475	0.0909	0.036	-0.0079	0.03	0.0059
2019-02-09	DAL	2019-03-29	57	Put	6.7	7.15	0.2418	-0.9274	0.0347	-0.0032	0.0257	-0.0366
2019-02-09	DE	2019-02-22	138	Call	24.75	25.5	0.4884	0.9627	0.0052	-0.0545	0.0259	0.0504
2019-02-09	DE	2019-02-22	138	Put	0.21	0.28	0.4903	-0.0378	0.0053	-0.0455	0.0262	-0.0025
2019-02-09	DE	2019-02-22	146	Call	17.2	18	0.4522	0.9001	0.0122	-0.0993	0.0559	0.0494
2019-02-09	DE	2019-02-22	146	Put	0.59	0.7	0.4406	-0.0943	0.012	-0.0835	0.0542	-0.0058
2019-02-09	DE	2019-02-22	152.5	Call	11.55	12.2	0.4119	0.8048	0.021	-0.1377	0.0879	0.0457
2019-02-09	DE	2019-02-22	152.5	Put	1.35	1.49	0.4052	-0.1916	0.0212	-0.1242	0.085	-0.0116
2019-02-09	DE	2019-02-22	155	Call	9.6	9.95	0.3896	0.7551	0.0253	-0.1474	0.1002	0.0434
2019-02-09	DE	2019-02-22	155	Put	1.84	2.01	0.3942	-0.2474	0.0253	-0.1396	0.0997	-0.0148
2019-02-09	DE	2019-02-22	160	Call	6.2	6.45	0.3756	0.611	0.032	-0.1705	0.1222	0.0357
2019-02-09	DE	2019-02-22	160	Put	3.3	3.55	0.3752	-0.3898	0.0323	-0.1603	0.1218	-0.0228
2019-02-09	DE	2019-02-22	162.5	Call	4.75	5	0.3677	0.5283	0.034	-0.1723	0.1268	0.0311
2019-02-09	DE	2019-02-22	162.5	Put	4.35	4.65	0.3694	-0.4729	0.0341	-0.1631	0.1268	-0.0271
2019-02-09	DE	2019-02-22	165	Call	3.45	3.8	0.3592	0.4419	0.0345	-0.1662	0.1258	0.0262
2019-02-09	DE	2019-02-22	165	Put	5.7	5.95	0.3669	-0.558	0.0341	-0.1598	0.1267	-0.0311
2019-02-09	DE	2019-02-22	170	Call	1.75	1.99	0.3515	0.2794	0.03	-0.1376	0.1071	0.0167
2019-02-09	DE	2019-02-22	170	Put	8.85	9.15	0.3534	-0.7223	0.0303	-0.1283	0.1056	-0.0371
2019-02-09	DE	2019-02-22	175	Call	0.76	0.92	0.3443	0.1519	0.0214	-0.0938	0.0749	0.0092
2019-02-09	DE	2019-02-22	175	Put	12.6	13.25	0.3396	-0.8566	0.0218	-0.0804	0.0752	-0.0373
2019-02-09	DE	2019-02-22	180	Call	0.3	0.39	0.3424	0.0729	0.0127	-0.0548	0.0441	0.0044
2019-02-09	DE	2019-02-22	180	Put	17.15	17.9	0.3519	-0.9274	0.0135	-0.0487	0.0448	-0.0324
2019-02-09	DE	2019-02-22	187.5	Call	0	0.13	0.3426	0.0196	0.0044	-0.0188	0.0152	0.0012
2019-02-09	DE	2019-02-22	187.5	Put	24.55	25.45	0.3942	-0.9698	0.0068	-0.0254	0.0222	-0.0233
2019-02-09	DE	2019-03-08	139	Call	23.55	25.2	0.3616	0.95	0.0063	-0.0391	0.0465	0.0999
2019-02-09	DE	2019-03-08	139	Put	0.5	0.68	0.4057	-0.0698	0.0073	-0.0429	0.0604	-0.0092
2019-02-09	DE	2019-03-08	146	Call	17.05	18.8	0.3439	0.8866	0.0124	-0.062	0.0866	0.0969
2019-02-09	DE	2019-03-08	146	Put	1.03	1.29	0.373	-0.131	0.0127	-0.0625	0.096	-0.016
2019-02-09	DE	2019-03-08	152.5	Call	12	12.9	0.3271	0.7838	0.0199	-0.0852	0.1321	0.0883
2019-02-09	DE	2019-03-08	152.5	Put	2.06	2.44	0.3522	-0.2315	0.0193	-0.0841	0.139	-0.0278
2019-02-09	DE	2019-03-08	155	Call	10.1	11.15	0.3263	0.728	0.0226	-0.0947	0.1496	0.0827
2019-02-09	DE	2019-03-08	155	Put	2.62	3	0.3415	-0.2804	0.022	-0.0899	0.1503	-0.0334
2019-02-09	DE	2019-03-08	160	Call	6.9	7.55	0.3123	0.6037	0.0274	-0.1032	0.1737	0.0698
2019-02-09	DE	2019-03-08	160	Put	4.25	4.6	0.3264	-0.4008	0.0265	-0.0977	0.1754	-0.0463
2019-02-09	DE	2019-03-08	162.5	Call	5.55	6.1	0.3086	0.5333	0.0286	-0.1044	0.1792	0.0621
2019-02-09	DE	2019-03-08	162.5	Put	5.3	5.85	0.325	-0.4687	0.0275	-0.0995	0.1792	-0.0533
2019-02-09	DE	2019-03-08	165	Call	4.4	4.85	0.3061	0.4616	0.0288	-0.1028	0.179	0.0541
2019-02-09	DE	2019-03-08	165	Put	6.55	6.9	0.314	-0.5394	0.0284	-0.0951	0.1792	-0.0597
2019-02-09	DE	2019-03-08	170	Call	2.43	2.89	0.296	0.3203	0.0268	-0.0887	0.1612	0.0379
2019-02-09	DE	2019-03-08	170	Put	9.55	10.5	0.3207	-0.6686	0.0256	-0.0874	0.1665	-0.0696

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