Decoding The Laptop Market

Decoding the Laptop Market: A Data-Driven Approach to Pricing Strategies

How much are you really paying for that extra 8GB of RAM? And does brand positioning outweigh raw specifications?

As an Equity Research Analyst, I'm always looking for the "story" behind the numbers. I recently applied this mindset to a dataset of over 1,300 laptops to analyze pricing strategies and market positioning using Power BI.

The Process:

ETL & Data Cleaning: Used Power Query to transform raw specs into structured data by extracting CPU brands and standardizing RAM/Storage units.

Data Modeling: Built relationships and DAX measures to calculate average pricing tiers.

Visualization: Designed an interactive dashboard to filter by Brand, RAM, and Storage Type.

Key Market Insights:

The "Performance Premium": RAM is the strongest price driver. The jump from 8GB to 16GB yields the highest cost increase, often marking the shift from "Consumer" to "Pro/Gaming" segments.