Purpose The Python script identifies anomalies in campaign performance by analyzing day-of-week forecasts and rolling up performance metrics to dimensions such as Product Category and Brand/Generic, using adjustable IQR and...
Purpose:
The Python script identifies ad groups within campaigns that have abnormally high Cost Per Acquisition (CPA) performance, tagging them as outliers.
Purpose:
The Python script automates the pausing and resuming of advertising campaigns based on their monthly budget and current spending, using dimension tags for structured budget allocation.
Purpose:
The Python script detects performance anomalies in pay-per-click (PPC) campaigns by comparing actual data against forecasts derived from historical trends.
Purpose
The Python script automatically pauses or resumes marketing campaigns based on their month-to-date (MTD) spending relative to a predefined budget cap.