SQL Sales Analytics EP 02 | Order Funnel, Shipping & Conversion Analysis | Real-World SQL Project
🚀 SQL Data Analyst – Real World End-to-End Project | Season 01: Sales Analytics | Episode 02
What happens to an order after it is placed?
In Episode 02 of our SQL Data Analyst Show, we dive deeper into Sales Channel & Order Funnel Performance and use SQL to answer real-world business questions around order status, shipping, delivery, returns, conversions, and cancellations.
This is not a SQL syntax tutorial. We take a business problem, identify the right analytical questions, write SQL queries, and turn transactional data into meaningful business insights — just like a Data Analyst would work on a real project.
📊 In this episode, we analyze:
00:00:00 1️⃣ Order Status Funnel
Understand how orders move through different stages of the order lifecycle and identify where orders are getting stuck or lost.
00:21:17 2️⃣ Shipping & Delivery Cycle Time
Analyze the time taken from order placement to shipping and delivery to understand operational performance.
00:41:36 3️⃣ Shipment & Returned Status
Examine shipment outcomes and returned orders to identify patterns in the order fulfillment process.
00:59:23 4️⃣ Conversion & Cancellation Rate
Calculate conversion and cancellation rates to understand how effectively orders move through the sales funnel.
🔥 What You’ll Learn
✅ How Data Analysts approach real-world business questions
✅ How to translate business requirements into SQL queries
✅ How to analyze order funnel performance using SQL
✅ How to measure shipping and delivery cycle time
✅ How to analyze shipment and return patterns
✅ How to calculate conversion and cancellation rates
✅ How SQL can be used to generate actionable business insights
✅ How real-world SQL projects differ from simple SQL practice questions
🎯 Who Should Watch?
• Aspiring Data Analysts
• SQL Analysts
• Data Analyst Freshers
• Students preparing for Data Analyst interviews
• Career Switchers
• Working Data Analysts
• Anyone learning SQL through real-world projects
📌 SHOW FORMAT
Season 01: Sales Analytics
Episode 02: Sales Channel & Order Funnel Performance
We are building this project episode-by-episode, covering real-world analytical business questions using SQL.
New episodes every Thursday.
👍 If you're learning SQL for a Data Analyst career, subscribe and follow the complete season.
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