updated ranking formula

analyze_top_users.sh

@@ -0,0 +1,31 @@
+#!/bin/bash
+
+# analyze_top_users.sh
+# Analyzes the daily_completions table to find the top 10 anonymous IDs by completion count
+
+# Set database path from argument or default to dev.db
+DB_PATH="${1:-dev.db}"
+
+# Check if database file exists
+if [ ! -f "$DB_PATH" ]; then
+    echo "Error: Database file not found: $DB_PATH"
+    echo "Usage: $0 [database_path]"
+    exit 1
+fi
+
+# Run the analysis query
+sqlite3 "$DB_PATH" <<EOF
+.mode column
+.headers on
+.width 36 16 16 17
+
+SELECT
+  anonymous_id,
+  COUNT(*) as completion_count,
+  MIN(date) as first_completion,
+  MAX(date) as latest_completion
+FROM daily_completions
+GROUP BY anonymous_id
+ORDER BY completion_count DESC
+LIMIT 10;
+EOF