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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, 2020
Sep. 30, 2020
Jun. 30, 2020
Mar. 31, 2020
Dec. 31, 2019
Sep. 30, 2019
Jun. 30, 2019
Mar. 31, 2019
Dec. 31, 2020
Dec. 31, 2019
Dec. 31, 2018
Segment Reporting Information [Line Items]                      
Net premiums earned $ 921,860 $ 899,304 $ 811,897 $ 922,574 $ 925,384 $ 915,012 $ 888,776 $ 870,245 $ 3,555,635 $ 3,599,418 $ 3,368,411
Direct premiums written                 3,654,200 3,774,600 3,550,900
Private passenger automobile [Member]                      
Segment Reporting Information [Line Items]                      
Net premiums earned                 2,591,300 2,756,500 2,602,100
Direct premiums written                 2,569,000 2,820,500 2,703,600
Homeowners [Member]                      
Segment Reporting Information [Line Items]                      
Net premiums earned                 601,300 514,800 459,400
Direct premiums written                 678,900 598,500 524,900
Commercial automobile [Member]                      
Segment Reporting Information [Line Items]                      
Net premiums earned                 225,600 208,700 190,100
Direct premiums written                 240,800 217,300 198,500
Other insurance product line [Member]                      
Segment Reporting Information [Line Items]                      
Net premiums earned                 137,400 119,400 116,800
Direct premiums written                 165,500 138,300 123,900
Property and Casualty Lines [Member]                      
Segment Reporting Information [Line Items]                      
Net premiums earned                 3,526,753 3,571,042 3,337,916
Direct premiums written                 3,624,965 3,742,627 3,524,186
Property and Casualty Lines [Member] | Private passenger automobile [Member]                      
Segment Reporting Information [Line Items]                      
Net premiums earned                 2,591,300 2,756,500 2,602,100
Direct premiums written                 2,569,000 2,820,500 2,703,600
Property and Casualty Lines [Member] | Homeowners [Member]                      
Segment Reporting Information [Line Items]                      
Net premiums earned                 601,300 514,800 459,400
Direct premiums written                 678,900 598,500 524,900
Property and Casualty Lines [Member] | Commercial automobile [Member]                      
Segment Reporting Information [Line Items]                      
Net premiums earned                 225,600 208,700 190,100
Direct premiums written                 240,800 217,300 198,500
Property and Casualty Lines [Member] | Other insurance product line [Member]                      
Segment Reporting Information [Line Items]                      
Net premiums earned                 108,600 91,000 86,300
Direct premiums written                 136,300 106,300 97,200
Other Segments [Member]                      
Segment Reporting Information [Line Items]                      
Net premiums earned                 28,800 28,400 30,500
Direct premiums written                 29,200 32,000 26,700
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                 28,800 28,400 30,500
Direct premiums written                 $ 29,200 $ 32,000 $ 26,700