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Segment Information - Summary of Premiums Written and Earned by Segment (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2019
Sep. 30, 2018
Sep. 30, 2019
Sep. 30, 2018
Segment Reporting Information [Line Items]        
Net premiums earned $ 915,012 $ 858,135 $ 2,674,034 $ 2,500,178
Direct Premiums Written 997,000 917,500 2,865,200 2,673,100
Private Passenger Automobile Line [Member]        
Segment Reporting Information [Line Items]        
Net premiums earned 698,200 659,600 2,055,100 1,932,100
Direct Premiums Written 743,900 695,100 2,146,800 2,035,100
Homeowners Line [Member]        
Segment Reporting Information [Line Items]        
Net premiums earned 133,500 120,000 376,700 340,500
Direct Premiums Written 162,900 140,700 452,800 394,000
Commercial Automobile Line [Member]        
Segment Reporting Information [Line Items]        
Net premiums earned 53,500 48,700 154,500 140,300
Direct Premiums Written 55,200 50,300 165,400 149,900
Other [Member]        
Segment Reporting Information [Line Items]        
Net premiums earned 29,800 29,800 87,700 87,300
Direct Premiums Written 35,000 31,400 100,200 94,100
Property and Casualty Lines [Member]        
Segment Reporting Information [Line Items]        
Net premiums earned 907,900 850,500 2,652,800 2,476,900
Direct Premiums Written 987,800 910,600 2,841,200 2,652,600
Property and Casualty Lines [Member] | Private Passenger Automobile Line [Member]        
Segment Reporting Information [Line Items]        
Net premiums earned 698,200 659,600 2,055,100 1,932,100
Direct Premiums Written 743,900 695,100 2,146,800 2,035,100
Property and Casualty Lines [Member] | Homeowners Line [Member]        
Segment Reporting Information [Line Items]        
Net premiums earned 133,500 120,000 376,700 340,500
Direct Premiums Written 162,900 140,700 452,800 394,000
Property and Casualty Lines [Member] | Commercial Automobile Line [Member]        
Segment Reporting Information [Line Items]        
Net premiums earned 53,500 48,700 154,500 140,300
Direct Premiums Written 55,200 50,300 165,400 149,900
Property and Casualty Lines [Member] | Other [Member]        
Segment Reporting Information [Line Items]        
Net premiums earned 22,700 22,200 66,500 64,000
Direct Premiums Written 25,800 24,500 76,200 73,600
Other Segments [Member]        
Segment Reporting Information [Line Items]        
Net premiums earned 7,100 7,600 21,200 23,300
Direct Premiums Written 9,200 6,900 24,000 20,500
Other Segments [Member] | Private Passenger Automobile Line [Member]        
Segment Reporting Information [Line Items]        
Net premiums earned 0 0 0 0
Direct Premiums Written 0 0 0 0
Other Segments [Member] | Homeowners Line [Member]        
Segment Reporting Information [Line Items]        
Net premiums earned 0 0 0 0
Direct Premiums Written 0 0 0 0
Other Segments [Member] | Commercial Automobile Line [Member]        
Segment Reporting Information [Line Items]        
Net premiums earned 0 0 0 0
Direct Premiums Written 0 0 0 0
Other Segments [Member] | Other [Member]        
Segment Reporting Information [Line Items]        
Net premiums earned 7,100 7,600 21,200 23,300
Direct Premiums Written $ 9,200 $ 6,900 $ 24,000 $ 20,500