Panel Management
Manage your synthetic panel and alignment processes
Panel Size
Synthetic panelists
Alignment Score
Panel quality (RMSE)
Attributes
num_rows; ?>
Demographic attributes
Last Updated
query("SELECT MAX(created_at) as last_update FROM panel_data")->fetch_assoc()['last_update'];
echo $lastUpdate ? date('M j', strtotime($lastUpdate)) : 'Never';
?>
Panel data
Panel Operations
Generate Panel
Create new synthetic panelists using AI generation
Align Panel
Align panel composition with statistical targets
Optimize Panel
Run optimization algorithms to improve alignment
Integrity Check
Analyze panel for logical inconsistencies
Clear Panel
Remove all panelists and start fresh
View Directives
Review system-generated improvement directives
Panel Data (Latest 100)
num_rows > 0): ?>
| Panelist ID | Demographics | Created | Actions |
|---|---|---|---|
| $value) { if (is_array($value)) { $displayValues[] = implode(', ', $value); } else { $displayValues[] = $value; } } echo htmlspecialchars(implode(' • ', $displayValues)); if (count($values) > 3) { echo ' +' . (count($values) - 3) . ' more'; } ?> |
No panel data yet
Generate your first synthetic panelists to get started