months_as_customer: number of months the insured person has been a customer of the insurance company age: age of the insured individual policy_number: unique identification number assigned to an insurance policy policy_bind_date: date on which the insurance policy was issued or became active policy_state: state in which the policy was issued policy_csl: combined single limit coverage of the policy, which includes bodily injury and property damage liability policy_deductable: the amount that the insured must pay out-of-pocket before the insurance coverage kicks in policy_annual_premium: the yearly amount paid by the insured for the policy umbrella_limit: the extra liability coverage provided beyond the limits of the insured’s auto insurance policies insured_zip: ZIP code of the insured’s residence. insured_sex: gender of the insured individual. insured_education_level: highest level of education attained by the insured. insured_occupation: occupation of the insured person. insured_hobbies: hobbies or leisure activities associated with the insured. insured_relationship: relationship of the insured to the primary policyholder capital-gains: profit made from investments by the insured capital-loss: financial loss from investments by the insured incident_date: the date on which the insurance-related incident occurred incident_type: describes the nature of the incident collision_type: refers to the type of collision involved in the incident incident_severity: indicates the seriousness or extent of the incident authorities_contacted: shows whether the authorities were notified about the incident incident_state: the state where the incident occurred incident_city: the city where the incident occurred incident_location: location where the incident took place incident_hour_of_the_day: time of day (in 24-hour format) when the incident occurred number_of_vehicles_involved: indicates how many vehicles were involved in the incident property_damage: specifies whether there was any property damage reported bodily_injuries: number of bodily injuries resulting from the incident witnesses: number of witnesses present at the time of the incident police_report_available: specifies whether a police report was filed for the incident total_claim_amount: the total dollar amount being claimed for the incident injury_claim: the portion of the total claim related to injuries property_claim: the portion of the total claim related to property damage vehicle_claim: the portion of the total claim related to vehicle damage auto_make: the brand or manufacturer of the insured vehicle auto_model: the specific model of the insured vehicle auto_year: the year the insured vehicle was manufactured fraud_reported: is the target variable indicating whether the claim was reported as fraudulent or not