Based on the data in the table, calculate and plot annualized historical volatility with annual implied volatility in a graph (show calculations and workings).

	stock price	implied volitilty	option price
	PX_LAST	IVOL_MID	PX_LAST
20/04/2023	3.49		0.89
19/04/2023	3.55	160.119	0.965
18/04/2023	3.53	119.749	0.95
17/04/2023	3.56	79.379	0.905
14/04/2023	3.64	49.6075	0.825
13/04/2023	3.53	19.836	0.76
12/04/2023	3.53	52.565	0.75
11/04/2023	3.51	41.0575	0.735
06/04/2023	3.38	29.55	0.835
05/04/2023	3.35	29.89	0.78
04/04/2023	3.22	30.23	0.76
03/04/2023	3.11	30.57	0.73
31/03/2023	3.12	30.91	0.76
30/03/2023	3.03	31.25	0.755
29/03/2023	2.97	31.59	0.88
28/03/2023	2.93	31.93	0.785
27/03/2023	2.97	30.213	0.85
24/03/2023	2.95	28.14275	0.85
23/03/2023	2.87	26.0725	0.75
22/03/2023	2.81	24.00225	0.68
21/03/2023	2.9	21.932	0.695
20/03/2023	2.84	22.226	0.805
17/03/2023	2.58	26.686	0.765
16/03/2023	2.72	30.758	0.775
15/03/2023	2.72	21.442	0.655
14/03/2023	2.81	24.158	0.81
13/03/2023	2.8	19.604	0.59
10/03/2023	2.77	21.451	0.51
09/03/2023	2.74	18.812	0.375
08/03/2023	2.76	18.855	0.365
07/03/2023	2.88	19.578	0.355
06/03/2023	2.91	19.533	0.39
03/03/2023	2.89	19.26	0.505
02/03/2023	2.94	17.564	0.5
01/03/2023	2.83	19.981	0.42
28/02/2023	2.72	19.309	0.3
27/02/2023	2.66	19.503	0.3
24/02/2023	2.7	19.308	0.305
23/02/2023	2.78	19.331	0.35
22/02/2023	2.8	19.9	0.31
21/02/2023	2.89	19.561	0.29
20/02/2023	2.88	19.879	0.285
17/02/2023	2.89	19.52	0.325
16/02/2023	2.97	19.359	0.335
15/02/2023	3.03	20.123	0.36
14/02/2023	3.12	17.817	0.245
13/02/2023	3.12	18.26	0.26
10/02/2023	3.12	18.518	0.225
09/02/2023	3.22	18.59	0.21
08/02/2023	3.23	18.452	0.22
07/02/2023	3.25	18.457	0.245
06/02/2023	3.23	18.488	0.27
03/02/2023	3.25	18.001	0.26
02/02/2023	3.36	18.915	0.345
01/02/2023	3.17	17.771	0.375
31/01/2023	3.2	17.994	0.4
30/01/2023	3.28	17.287	0.365
27/01/2023	3.21	18.309	0.36
25/01/2023	3.21	18.588	0.42
24/01/2023	3.41	18.1	0.44
23/01/2023	3.25	18.928	0.42
20/01/2023	3.28	18.611	0.4
19/01/2023	3.24	18.198	0.4
18/01/2023	3.31	17.888	0.375
17/01/2023	3.33	18.055	0.35
16/01/2023	3.33	17.861	0.32
13/01/2023	3.29	18.357	0.345
12/01/2023	3.34	18.154	0.4
11/01/2023	3.29	17.873	0.43
10/01/2023	3.25	20.151	0.485
09/01/2023	3.33	17.891	0.465
06/01/2023	3.26	18.991	0.48
05/01/2023	3.2	18.415	0.47
04/01/2023	3.14	19.14	0.45
03/01/2023	3.04	20.257	0.57
30/12/2022	2.98	18.4	0.48
29/12/2022	3.02	19.532	0.52
28/12/2022	3.02	18.687	0.515
23/12/2022	2.98	19.453	0.505
22/12/2022	3.02	18.943	0.48
21/12/2022	3.07	18.791	0.515
20/12/2022	2.84	19.774	0.57
19/12/2022	2.9	19.647	0.55
16/12/2022	2.78	19.042	0.555
15/12/2022	2.85	18.872	0.48
14/12/2022	2.9	20.001	0.45
13/12/2022	2.82	19.923	0.455
12/12/2022	2.86	20.003	0.53
09/12/2022	2.97	20.405	0.49
08/12/2022	2.9	18.774	0.47
07/12/2022	2.8	22.812	0.405
06/12/2022	2.82	19.257	0.385
05/12/2022	2.86	20.592	0.37
02/12/2022	2.88	20.409	0.385
01/12/2022	2.86	20.681	0.35
30/11/2022	2.69	20.343	0.36
29/11/2022	2.67	21.593	0.38
28/11/2022	2.67	19.081	0.38
25/11/2022	2.73	22.485	0.225
24/11/2022	2.74	22.15	0.26
23/11/2022	2.57	22.307	0.285
22/11/2022	2.51	22.581	0.315
21/11/2022	2.52	21.393	0.32
18/11/2022	2.56	20.962	0.38
17/11/2022	2.56	21.2	0.375
16/11/2022	2.52	22.477	0.385
15/11/2022	2.67	21.288	0.38
14/11/2022	2.62	23.313	0.38
11/11/2022	2.61	22.792	0.335
10/11/2022	2.43	22.387	0.41
09/11/2022	2.35	23.744	0.385
08/11/2022	2.15	24.563	0.385
07/11/2022	2.15	23.754	0.43
04/11/2022	2.01	25.034	0.405
03/11/2022	1.995	24.204	0.425
02/11/2022	2.09	25.214	0.35
01/11/2022	2.09	23.858	0.34
31/10/2022	2.08	22.193	0.375