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Excel, marketing, automation, and the systems behind better work.

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FeaturedData Analytics

I Treat Raw Data Like Textual Evidence

Watching my second grader support a reading response with textual evidence reminded me of a habit I brought from literacy education into campaign reporting: keep every summary connected to its source.

7 min read
A child’s literacy notebook beside a laptop displaying campaign data, illustrating the connection between textual evidence and data analysis.

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FeaturedData Manipulation

The Death of a Workbook

Workbooks rarely fail all at once. Broken references, changing sources, duplicated logic, silent errors and manual intervention can slowly kill them. Building Excel like a system makes those failures easier to isolate, diagnose, and repair.

13 MIN READ
Illustration showing raw spreadsheet data being cleaned, structured, calculated, and transformed into a polished interactive business dashboard.
Excel Applications

Stop Treating Excel Like a Spreadsheet

Excel becomes more powerful when you stop treating it like a spreadsheet and start designing it like an application.

8 min read

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