课程
Case Study: Ecommerce Analysis in Tableau
中级技能水平
更新时间 2024年6月TableauData Visualization3 小时4 视频27 练习2,500 经验值2,845成就声明
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试用DataCamp for Business课程描述
Use Your Tableau Skills With a Practical Case Study
First, you’ll analyze the sales dataset and find out which products are frequently bought together and in what quantity. You will then make upsell and cross-sell recommendations by building a market basket analysis.Next, you’ll need to address the fact that shipping costs remain a big expense for online retailers. You’ll work on strategies such as shipping more of the same product to reduce per-unit costs. You will also need to understand where the customers are and what they buy to make recommendations to the management for a new warehouse location.
Analyze The Data and Visualize Your Findings
As you collate your findings, you’ll create calculated fields and various visualizations in Tableau, such as dual-axis graphs, highlight tables, and maps. Finally, you'll use filters and parameters to make your graphs dynamic and combine everything into a story to share your recommendations.先决条件
Analyzing Data in Tableau1
Data Exploration
In this first chapter, you’ll build a dataset for sales and expense analysis. You’ll combine multiple files, filter out invalid data, and create metrics for customers and orders. Using a self-join on sales data, learn to create a correlation matrix.
Use the correlation matrix to determine products that are frequently bought together.
2
Ecommerce Analytics
Next, you’ll create metrics for the most profitable products and customers. You’ll standardize location names and build a map of sales by state, before exploring the shipping cost metrics. Finally, you’ll build a what-if analysis to display the impact of shipping higher quantities on shipping costs.
3
Visualize Your Analysis
In the final chapter, you’ll build multiple dashboards and present them as a coherent story. You’ll display the product and customer attributes that will result in the highest ROI for the upsell/cross-sell campaign. To round off, you’ll recommend specific actions to reduce shipping expenses.
Case Study: Ecommerce Analysis in Tableau
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