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I had a marketing project, where I leveraged data analysis to unveil critical insights that enhance operational efficiency.

- The Journey Begins with Data Exploration:

My process started with a comprehensive examination of our data, identifying key performance indicators (KPIs) such as:

• Impressions

• Conversions

• Clicks

• Conversion Rate%

• CTR%

• ROAS

• CPA

• CPM

• CPC

• Total Spend

- Crafting a Dashboard Mockup:

From there, I created an engaging dashboard mockup using Sketch to visualize these insights effectively.

- Next Steps: Data Transformation & Analysis:

We’re now ready to initiate the ETL process in Power Query, establish relationships within our data model, and conduct DAX calculations.

- Dynamic Dashboard Integration:

I have successfully integrated all components to design a dynamic, interactive dashboard that reveals valuable trends.

- Some Key Insights & Observations:

• We have best results during the fall season in October and November in Manchester and London and Discount ad.

• Additionally, I recommend Focusing on Pinterest and Instagram as:

• The highest ROAS channel is Pinterest.

• The highest CPA channel is Facebook.

• Instagram leads in conversions.

• Facebook has the highest spend in GBP.

• Pinterest achieved the best conversion rate.

• and noted that:

• The best conversion rate occurs in the summer.

• The highest ROAS is also during the summer.

• so I recommend giving opportunity for increasing spending in that season.

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