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Rolling Claims and Loss Ratio Ranking
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Rolling Claims and Loss Ratio Ranking

HardSQL · PostgreSQL

Problem

Write a SQL query using window functions to calculate a rolling 30-day claims count by policyholder and rank regions by loss ratio. Use the policy, policyholder, and claims data, treating the 30-day period as the claim date plus the preceding 29 calendar days. Assume loss ratio equals total claim amount divided by total annual premium.

Output

  1. One row per policyholder and claim date with policyholder_name, claim_date, rolling_30_day_claims, region, loss_ratio, and region_rank.
  2. Include only policyholders with claims, order by policyholder name and claim date, and rank regions by descending loss ratio with tied regions sharing a rank.

Schema

policyholders
ColumnTypeDescription
policyholder_idPKINTUnique policyholder identifier
policyholder_nameVARCHAR(100)Policyholder name
regionVARCHAR(50)Policyholder region
policies
ColumnTypeDescription
policy_idPKINTUnique policy identifier
policyholder_idINTOwning policyholder
annual_premiumNUMERIC(12,2)Annual premium amount
claims
ColumnTypeDescription
claim_idPKINTUnique claim identifier
policy_idINTPolicy associated with the claim
claim_dateDATEDate the claim was recorded
claim_amountNUMERIC(12,2)Claim loss amount
Tablespolicyholderspoliciesclaims
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