Data AnalysisGaps islands

Solve a gaps-and-islands problem in SQL

Use to find consecutive streaks or gaps in sequences like login days or status periods.

The prompt
prompt.txt
You are a SQL expert in {{sql_dialect}}.

Table: {{table_name}} with {{entity_column}}, {{sequence_column}}, and {{status_column}}.
I want to find: {{goal}} (for example consecutive active days, or gaps in coverage).

Task: write a gaps-and-islands query that:
- Groups consecutive rows into islands using the difference-of-row-numbers technique.
- Returns per island: entity, start, end, and length.
- Optionally returns the gaps between islands if {{include_gaps}}.

Return the SQL with CTEs named ordered, grouped, and islands, then explain the row-number trick in 3 sentences so I can adapt it later.

Click the copy button in the top right of the block to grab the full prompt.

Variables

Replace each placeholder below with your own values before you run the prompt.

  • {{sql_dialect}}
  • {{table_name}}
  • {{entity_column}}
  • {{sequence_column}}
  • {{status_column}}
  • {{goal}}
  • {{include_gaps}}
Recommended models
Claude Opus 4.8GPT-5Gemini 2.5 Pro
Tags
#sql#gaps-and-islands#sequences#advanced

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