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SQL Month-Over-Month Qualified Leads
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SQL Month-Over-Month Qualified Leads

MediumSQL · PostgreSQL

Problem

Write a SQL query to calculate the month-over-month growth rate of qualified leads generated by paid acquisition channels at Capchase.

Use the provided leads and acquisition_channels tables. Treat each month with at least one qualified lead from a paid channel as a reporting month. The first reporting month should have a NULL growth rate.

Output

  1. One row per reporting month
  2. Columns: month, qualified_leads, and growth_rate_pct
  3. growth_rate_pct should be rounded to two decimal places and ordered chronologically

Schema

leads
ColumnTypeDescription
lead_idPKINTUnique lead identifier
generated_atTIMESTAMPTimestamp when the lead was generated
channel_idINTAcquisition channel identifier
lead_statusVARCHAR(30)Qualification status of the lead
acquisition_channels
ColumnTypeDescription
channel_idPKINTUnique acquisition channel identifier
channel_nameVARCHAR(100)Name of the acquisition channel
acquisition_typeVARCHAR(30)Broad channel classification
is_paidBOOLEANWhether the channel is paid acquisition
Tablesleadsacquisition_channels
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