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7-Day Rolling Usage with SQL Windows
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7-Day Rolling Usage with SQL Windows

MediumSQL · PostgreSQL

Problem

How would you use SQL window functions to calculate a 7-day rolling average of customer usage by account for Spectrum?

Use the provided account and usage data. Calculate the average for each account and usage date using that date and the six preceding calendar days.

Output

  1. One row per account and usage date.
  2. Columns: account_id, account_name, usage_date, daily_usage_gb, and rolling_7_day_avg_gb.
  3. Include only accounts with usage records, ordered by account_id, then usage_date.

Schema

accounts
ColumnTypeDescription
account_idPKINTUnique Spectrum customer account identifier
account_nameVARCHAR(100)Customer account name
usage_records
ColumnTypeDescription
usage_idPKINTUnique usage record identifier
account_idINTAccount associated with the usage record
usage_dateDATEDate on which usage was recorded
usage_gbDECIMAL(10,2)Usage amount in gigabytes
Tablesaccountsusage_records
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