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Segment Information - Summary of Premiums Written and Earned by Segment (Details) - USD ($)
$ in Thousands
3 Months Ended 12 Months Ended
Dec. 31, 2018
Sep. 30, 2018
Jun. 30, 2018
Mar. 31, 2018
Dec. 31, 2017
Sep. 30, 2017
Jun. 30, 2017
Mar. 31, 2017
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Segment Reporting Information [Line Items]                      
Net premiums earned $ 868,233 $ 858,135 $ 833,959 $ 808,084 $ 806,796 $ 801,205 $ 797,666 $ 789,770 $ 3,368,411 $ 3,195,437 $ 3,131,773
Direct premiums written                 3,550,900 3,248,900 3,172,000
Private passenger automobile [Member]                      
Segment Reporting Information [Line Items]                      
Net premiums earned                 2,602,100 2,473,800 2,435,700
Direct premiums written                 2,703,600 2,480,000 2,452,700
Homeowners [Member]                      
Segment Reporting Information [Line Items]                      
Net premiums earned                 459,400 431,600 414,000
Direct premiums written                 524,900 469,900 436,900
Commercial automobile [Member]                      
Segment Reporting Information [Line Items]                      
Net premiums earned                 190,100 171,900 161,300
Direct premiums written                 198,500 178,200 166,100
Other insurance product line [Member]                      
Segment Reporting Information [Line Items]                      
Net premiums earned                 116,800 118,100 120,800
Direct premiums written                 123,900 120,800 116,300
Property and Casualty Lines [Member]                      
Segment Reporting Information [Line Items]                      
Net premiums earned                 3,337,900 3,160,900 3,089,900
Direct premiums written                 3,524,200 3,221,000 3,144,700
Property and Casualty Lines [Member] | Private passenger automobile [Member]                      
Segment Reporting Information [Line Items]                      
Net premiums earned                 2,602,100 2,473,800 2,435,700
Direct premiums written                 2,703,600 2,480,000 2,452,700
Property and Casualty Lines [Member] | Homeowners [Member]                      
Segment Reporting Information [Line Items]                      
Net premiums earned                 459,400 431,600 414,000
Direct premiums written                 524,900 469,900 436,900
Property and Casualty Lines [Member] | Commercial automobile [Member]                      
Segment Reporting Information [Line Items]                      
Net premiums earned                 190,100 171,900 161,300
Direct premiums written                 198,500 178,200 166,100
Property and Casualty Lines [Member] | Other insurance product line [Member]                      
Segment Reporting Information [Line Items]                      
Net premiums earned                 86,300 83,600 78,900
Direct premiums written                 97,200 92,900 89,000
Other Segments [Member]                      
Segment Reporting Information [Line Items]                      
Net premiums earned                 30,500 34,500 41,900
Direct premiums written                 26,700 27,900 27,300
Other Segments [Member] | Private passenger automobile [Member]                      
Segment Reporting Information [Line Items]                      
Net premiums earned                 0 0 0
Direct premiums written                 0 0 0
Other Segments [Member] | Homeowners [Member]                      
Segment Reporting Information [Line Items]                      
Net premiums earned                 0 0 0
Direct premiums written                 0 0 0
Other Segments [Member] | Commercial automobile [Member]                      
Segment Reporting Information [Line Items]                      
Net premiums earned                 0 0 0
Direct premiums written                 0 0 0
Other Segments [Member] | Other insurance product line [Member]                      
Segment Reporting Information [Line Items]                      
Net premiums earned                 30,500 34,500 41,900
Direct premiums written                 $ 26,700 $ 27,900 $ 27,300