Lookup for Loss Cost | Python Fiddle

lookup = {
          
'state':
{
'AL':	0.7122,
'AR':	0.7773,
'AZ':	0.7773,
'CO':	0.6772,
'CT':	1.1464,
'FL':	1.2350,
'GA':	0.8471,
'IA':	0.5930,
'ID':	1.0000,
'IL':	0.5930,
'IN':	0.6585,
'KS':	0.8471,
'KY':	1.0737,
'LA':	1.1464,
'MA':	1.5116,
'MD':	1.0000,
'ME':	1.2350,
'MI':   1.0000,
'MN':	0.8471,
'MO':	0.6585,
'MS':	0.8955,
'ND':	1.0737,
'NE':	0.6772,
'NJ':	1.1464,
'NM':	1.1464,
'NV':	0.8471,
'NY':	1.1464,
'OH':	0.6772,
'OK':	0.7773,
'OR':	1.0000,
'PA':	0.8955,
'RI':	0.6585,
'SC':	0.7773,
'SD':	1.5116,
'TN':	0.7485,
'TX':	0.8955,
'UT':	0.7122,
'VA':	0.7122,
'WA':	0.8955,
'WI':	0.7485,
'WV':	1.1464},

'residence_type':
{
'Rent':	1.0000,
'Other':	1.0000,
'Own co-op':	1.0000,
'Own home/condo':	1.0155,
'Own mobile home':	0.9719,
'Live with parents':	1.0155},

'loss_tier':{
'01':	1.0818,
'03':	1.0818,
'06':	1.0818,
'07':	1.0818,
'08':	1.0818,
'10':	1.0818,
'11':	1.0818,
'12':	1.0818,
'13':	1.0818,
'14':	1.0818,
'16':	1.0818,
'17':	1.0818,
'18':	1.0818,
'19':	1.0818,
'20':	1.0818,
'22':	1.0818,
'23':	1.0818,
'24':	1.0818,
'25':	1.0818,
'26':	1.0818,
'27':	1.0818,
'28':	1.0818,
'29':	1.0818,
'30':	1.0818,
'31':	1.0818,
'32':	1.0818,
'33':	1.0818,
'34':	1.0818,
'35':	1.0818,
'36':	1.0818,
'37':	1.0818,
'39':	1.0818,
'40':	1.0818,
'41':	1.0818,
'42':	1.0818,
'43':	1.0818,
'44':	1.0818,
'45':	1.0818,
'48':	1.0818,
'50':	1.0818,
'57':	1.0818,
'58':	1.0818,
'59':	1.0818,
'61':	1.0818,
'62':	1.0818,
'63':	1.0818,
'64':	1.0818,
'66':	1.0818,
'67':	1.0818,
'68':	1.0818,
'69':	1.0818,
'70':	1.0818,
'71':	1.0818,
'72':	1.0818,
'73':	1.0818,
'74':	1.0818,
'75':	1.0818,
'76':	1.0818,
'77':	1.0818,
'78':	1.0818,
'79':	1.0818,
'80':	1.0818,
'81':	1.0818,
'82':	1.0818,
'83':	1.0818,
'85':	1.0818,
'86':	1.0818,
'87':	1.0818,
'88':	1.0818,
'89':	1.0818,
'92':	1.0818,
'94':	1.0818,
'97':	1.0818,
'98':	1.0818,
'NS':	1.0818,
'MM':	1.0549,
'ST':	1.0549,
'PR':	1.0411,
'UL':	1.0000
},

'rating_bi':
{    
'No Current Limit':	0.8923,
'$10,000/$20,000':	0.8923,
'$12,500/$25,000': 	0.8923,
'$15,000/$30,000': 	1.0200,
'$20,000/$40,000': 	1.0200,
'$25,000/$50,000': 	1.0200,
'$30,000/$60,000': 	1.0200,
'$35,000/$80,000': 	1.0200,
'$50,000/$100,000': 	1.0200,
'$100,000/$300,000': 	1.0000,
'$250,000/$500,000': 	1.0000,
'$300,000 (Single Limit)': 	1.0288
},

'traffic_source':
{
'Affiliates': 1.0000,
'Branded Search':	1.0000,
'CUNA':	1.1864,
'Display':	0.9834,
'Other':	1.0000,
'Paid Search':	1.0000,
'Remarketing':	0.9834,
'Untracked':	1.0000
},

'ssn_entered': 
{
'N':	1.0080,
'Y':	1.0000
},

'disclosed_incidents':
{	
0:	1.0000,
1:	1.0757,
2:  1.0000
},

'day_of_week':
{
'Monday':	1.0000,
'Tuesday':	1.0000,
'Wednesday':	1.0000,
'Thursday':	1.0000,
'Friday':	1.0000,
'Saturday':	1.0000,
'Sunday':	0.9949
},

'age':
{
15:	2.3787,
16:	2.0717,
17:	1.8318,
18:	1.6425,
19:	1.4917,
20:	1.3707,
21:	1.2731,
22:	1.1939,
23:	1.1296,
24:	1.0772,
25:	1.0346,
26:	1.0000,
27:	0.9720,
28:	0.9495,
29:	0.9315,
30:	0.9174,
31:	0.9063,
32:	0.8979,
33:	0.8916,
34:	0.8870,
35:	0.8837,
36:	0.8815,
37:	0.8801,
38:	0.8792,
39:	0.8786,
40:	0.8782,
41:	0.8778,
42:	0.8772,
43:	0.8764,
44:	0.8752,
45:	0.8737,
46:	0.8717,
47:	0.8693,
48:	0.8664,
49:	0.8631,
50:	0.8593,
51:	0.8552,
52:	0.8507,
53:	0.8459,
54:	0.8410,
55:	0.8359,
56:	0.8308,
57:	0.8257,
58:	0.8207,
59:	0.8159,
60:	0.8115,
61:	0.8074,
62:	0.8037,
63:	0.8006,
64:	0.7981,
65:	0.7964,
66:	0.7953,
67:	0.7952,
68:	0.7959,
69:	0.7975,
70:	0.8001,
71:	0.8038,
72:	0.8086,
73:	0.8144,
74:	0.8214,
75:	0.8295,
76:	0.8387,
77:	0.8490,
78:	0.8603,
79:	0.8727,
80:	0.8859,
81:	0.8999,
82:	0.9145,
83:	0.9296,
84:	0.9448,
85:	0.9600,
86:	0.9747,
87:	0.9886,
88:	1.0013,
89:	1.0122,
90:	1.0207,
91:	1.0264,
92:	1.0285
},

'vehicle1_age':
{
-1:	1.0030,
0:	1.0159,
1:	1.0296,
2:	1.0394,
3:	1.0420,
4:	1.0361,
5:	1.0218,
6:	1.0000,
7:	0.9727,
8:	0.9419,
9:	0.9097,
10:	0.8780,
11:	0.8481,
12:	0.8210,
13:	0.7973,
14:	0.7772,
15:	0.7602,
16:	0.7461,
17:	0.7338,
18:	0.7225,
19:	0.7110,
20:	0.6982,
21:	0.6831,
22:	0.6648,
23:	0.6431,
24:	0.6182,
25:	0.5910,
26:	0.5632,
27:	0.5368,
28:	0.5150,
29:	0.5013,
30:	0.5009,
31:	0.5212,
32:	0.5754,
33:	0.6898,
},
    
'education_level':
{
'Less than high school':	1.0712,
'High school graduate/GED':	1.0265,
'Currently in college':	1.0000,
'Vocational or trade school degree':	1.0000,
'Associates degree':	1.0265,
'Some college':	1.0000,
'Bachelors degree':	0.9733,
'Graduate or doctoral degree':	1.0016
},
    
'prior_carrier':
{
'21st Century':	1.0000,
'AAA':	1.0000,
'AIG':	1.0239,
'Allstate':	1.0000,
'American Family':	1.0000,
'Esurance':	1.0000,
'Farmers':	1.0000,
'GEICO':	1.0239,
'GMAC Insurance Holdings':	1.0000,
'Hartford':	1.0000,
'Liberty Mutual':	1.0000,
'Mercury':	1.0000,
'N/A':	1.0000,
'Nationwide':	1.0239,
'Other':	1.0000,
'Progressive':	1.0239,
'SAFECO':	1.0000,
'State Farm':	1.0239,
'Travelers':	1.0000,
'USAA':	1.0239,
'Unitrin':	1.0000
},

'days_adv_shopping':
{
'Less than 7':	1.0000,
'7 to 60':	0.9695,
'More than 60':	1.0000
},
    
'mapped_pre_credit_tier':
{
'-1':	1.0000,
'0':	1.0000,
'1':	1.0871,
'2':	1.0871,
'3':	1.0871,
'4':	1.0871,
'5':	1.0871,
'6':	1.0871,
'7':	1.0871,
'8':	0.9988,
'9':	0.9988,
'10':	0.9988,
'11': 0.9988,
'12':	0.9988,
'13':	0.9988,
'14':	0.9988,
'15':	0.9988,
'16':	0.9988,
'17':	0.9988,
'18':	0.9988,
'19':	0.9988,
'20':	0.9988,
'21':	0.9988,
'22':	0.9988,
'23':	0.9988,
'24':	0.9988,
}

}

sorted(lookup.keys())

# missing: zip code

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