TurnB Approach


  • Extracted the individual proof Excel files and audited them to ensure adherence to the standard format.
  • Created a master file by consolidating all individual files using a Python-developed algorithm.
  • Checked and filled missing values based on partner profiles and available data from other sources.
  • Identified and corrected discrepancies observed in fields where predetermined inputs were specified.
  • Devised logics for standardizing results of each metric to the required format and validated the same.
  • Flagged outliers in the provided results and removed them from the analysis.
  • Formulated metrics that accurately depicted the performance of the campaign.
  • Modelled the metrics, including yearly comparisons, to illustrate campaign performance versus the previous campaign.
  • Designed a model to compare various outputs versus Worldwide/Geo level benchmarks to provide insights into the performance for each partner.
  • Designed the dashboard in an intuitive way, enabling marketing managers to easily extract and use views for leadership-level presentations.
  • Incorporated a separate slicer for further deep dives into area-level insights.
  • Provided a visual representation to depict partner-metric level results, allowing the client to view activities and results for each partner in a single snapshot.
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Implications

  • The The client obtained a complete snapshot of campaign performance in a single view.
  • Yearly changes in marketing metrics provided the client with a picture of changing market dynamics.
  • Efficient allocation of funds to partners for subsequent campaigns was made possible based on the observed results.
  • Marketing managers were able to provide recommendations on marketing activities to partners for the next campaign based on the results of the current campaign.
  • Comparison of business growth for partners in the campaign versus non-participating partners provided insights into the impact of the campaign on partner businesses.