×
Case Studies
Dashboards
AI Assistants
About
Contact
DATA STORIES LAB
Case Studies
Dashboards
AI Assistants
About
Contact
Case Studies
/
Understanding Customer Value
Which customers quietly keep a bicycle shop healthy.
Illustration · Data Stories Lab
Retail & CLV
Understanding Customer Value
Find which customers truly drive your profit
Data Stories Lab
Interactive dashboard
Bicycle shop · CLV segmentation
Analyst Report
Dashboard
AI Assistant
⌂
Home
Overview
Customers
Value
Products
Loading data...
-
Total customers
-
Total orders
-
Total revenue
-
Total profit
Revenue vs profit trend (monthly)
Monthly revenue and profit, side by side
Source: Bicycle shop customer sales records.
Revenue by customer country
Total revenue, ranked by country
Source: Bicycle shop customer sales records.
Average profit per order over time
Monthly profit per order
Source: Bicycle shop customer sales records.
Customer count by country
Distinct customers, ranked by country
Source: Bicycle shop customer sales records.
Revenue by country
Total revenue, ranked by country
Source: Bicycle shop customer sales records.
Profit by country
Total profit, ranked by country
Source: Bicycle shop customer sales records.
Orders per customer distribution
How many times each customer bought
Source: Bicycle shop customer sales records.
Cumulative profit by customers (Pareto)
Top customers and their running share of profit
Source: Bicycle shop customer sales records.
-
Average profit per customer
-
Average profit margin
-
Average order value
-
Orders per customer
Top 20 customers by profit
Revenue, profit and margin by customer
Customer name
Country
Total orders
Total revenue
Total profit
Profit margin
Source: Bicycle shop customer sales records.
Revenue vs profit by customer
Each point is a customer
Source: Bicycle shop customer sales records.
Profit per order distribution
Orders binned by profit band
Source: Bicycle shop customer sales records.
Units sold by product category
Total units, ranked by category
Source: Bicycle shop customer sales records.
Revenue by product category
Share of revenue by category
Source: Bicycle shop customer sales records.
Top 15 products by profit
Units, revenue, profit and margin by product
Product
Category
Units sold
Total revenue
Total profit
Avg profit margin
Source: Bicycle shop customer sales records.
Units sold vs profit by product
Each point is a product
Source: Bicycle shop customer sales records.
Category mix by country
Revenue by category, stacked per country
Source: Bicycle shop customer sales records.