Easy Tech TutsHow to Use Snapshots to Show Data History in Power BI (Track Changes) Easily 2026
By Impran M N
Sometimes a single point-in-time report isn't enough, and you need to see how figures like sales or inventory have changed over time. This guide covers how to use the snapshot approach in Power BI to capture and compare historical data. It's useful for teams that need trend visibility for compliance, forecasting, or performance tracking.
01Set up snapshots in Power BI
Configure your report or data pipeline to periodically capture and store a snapshot of your data at set intervals.
02View historical data
Access the stored snapshots within your report so you can see what your data looked like at different points in time.
03Compare data over time
Build visuals that place snapshots side by side, letting you compare metrics like quarterly sales or inventory levels across periods.
04Automate ongoing reporting with snapshots
Set up your snapshot process to run automatically so historical comparisons stay current without manual data capture.
05Apply it to a business scenario
Use snapshots for a practical case, such as tracking changes in inventory levels or comparing quarterly sales performance.
Frequently asked questions
What is a snapshot in Power BI used for?
A snapshot captures your data at a specific point in time so you can later compare it against current or future data.
Do snapshots require extra storage?
Yes, since each snapshot stores a copy of your data at that point in time, so storage needs grow as you keep more historical captures.
Can I automate how often snapshots are taken?
Yes, snapshot capture can be automated to run on a schedule so historical tracking stays consistent without manual effort.
Why would a business need to track data history?
Tracking history supports use cases like compliance, trend analysis, and comparing performance across different time periods.
Is the snapshot approach only useful for large enterprises?
No, any team that needs to compare data over time, regardless of size, can benefit from tracking snapshots.
Watch the full walkthrough
The same steps, demonstrated on screen from start to finish.
