Data Strategy

How to Prepare Your Data for Power BI (Small Business Edition)

Most small businesses want dashboards, but the truth is that accurate reporting depends on data preparation.

September 29, 2025
Brannon Dickey
Founder, Articello

Data Strategy

Most small businesses want dashboards, but the truth is that accurate reporting depends on data preparation. Here’s a simple, plain-language guide to cleaning, structuring, and organizing your data before you build anything in Power BI.

  1. Establish Your Source of Truth
  • Choose one location where the final and accurate data lives.
  • This prevents version confusion and inconsistent reporting.
  1. Standardize Your Columns

Use consistent:

  • Column names
  • Date formats
  • Category values
  • Data types

Power BI loves consistency. It makes modeling and automation much smoother.

  1. Clean Up Hidden Errors

Look for:

  • Merged cells
  • Blank rows
  • Typo variations of the same value
  • Duplicate entries

These small spreadsheet issues become major reporting problems later.

  1. Create Lookup Tables

Great for:

  • Departments
  • Product types
  • Project categories
  • Service tiers

Lookup tables reduce errors and enable easy filtering and slicing.

  1. Document Your Data

Create a simple data dictionary with:

  • Column names
  • Definitions
  • Valid values
  • Ownership
  • Refresh schedule

This makes your entire reporting system maintainable.

  1. Plan for Refreshes

Decide:

  • How often you want Power BI to refresh.
  • Whether data entry is manual or automated.
  • If SharePoint, OneDrive, or Dataverse should be used.

Good refresh planning = fewer surprises.

Want Clean, Ready-to-Use Data?

Articello Strategies specializes in helping small businesses transform messy spreadsheets into clean, structured data ready for Power BI.

  • Book a Data Audit Call
  • Let Us Clean Your Data and Build Your First Dashboard