Marketing Analytics Projects
Quantitative analysis, customer journey measurement, and performance strategy
Marketing Mix Modeling
Using regression modeling and media performance analysis to optimize marketing budget allocation decisions.
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Managerial Problem
Determine which marketing channels are driving website traffic and how media budget should be allocated more efficiently.
Methods
Exploratory analysis, correlation review, linear regression, channel comparison, and ROI-focused interpretation.
Business Impact
Supports smarter budget allocation by identifying high-performing channels and areas of inefficient spend.
Attribution Modeling Analysis
Evaluating customer conversion paths and marketing touchpoints to better understand channel contribution and campaign effectiveness.
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Managerial Problem
Understand how different marketing channels contribute to conversions and determine which touchpoints have the greatest influence on customer decision-making.
Methods
Attribution modeling, customer journey analysis, conversion path evaluation, channel contribution comparison, and marketing performance interpretation.
Business Impact
Supports more accurate marketing measurement, improves budget allocation decisions, and helps identify the channels contributing most effectively to conversions.
Website Traffic & Engagement Analytics
Analyzing traffic behavior, engagement metrics, and audience interaction patterns using marketing analytics techniques.
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Managerial Problem
Determine how users interact with digital platforms and identify engagement patterns that can improve marketing performance and audience retention.
Methods
Traffic analysis, engagement KPI review, exploratory data analysis, trend analysis, and behavioral interpretation.
Business Impact
Supports stronger decision-making by identifying engagement opportunities, improving website performance understanding, and helping optimize digital experiences.