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Structuring Data So It Can Be Analysed Print

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Format matters.

THE RULE

One row per record, one column per attribute, one value per cell.

WHAT THAT MEANS PRACTICALLY

Each transaction on its own row Each piece of information in its own column

WHAT BREAKS ANALYSIS

Several values in one cell Merged cells Blank rows separating sections Totals in the middle of data Headings repeated within the data Formatting used to convey meaning

THAT LAST ONE

A row coloured to mean something cannot be filtered or summed.

Add a column instead.

WHAT TO SEPARATE

Date and time from other text First and last names, if you will sort by either Quantity from unit

WHAT TO KEEP CONSISTENT

Date format Category names Spelling of anything you will group by

WHY CONSISTENCY MATTERS

Two spellings of the same category become two categories.

WHAT TO PUT ELSEWHERE

Totals, charts and notes.

Keep the data itself clean.


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