This analysis aims to explore and visualize customer acquisition data to gain insights into the performance and efficiency of different customer acquisition channels. The primary objectives include:
- Visualizing the distribution of customer acquisition costs.
- Analyzing revenue generated by customers.
- Comparing acquisition costs across various channels to identify the most and least profitable ones.
- Evaluating the effectiveness of channels in converting customers.
- Calculating total revenue per channel and identifying the most and least profitable channels in terms of revenue generation.
- Determining the return on investment (ROI) for each channel.