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KITFORMA · PRACTICAL WORKBOOK
Read Your Own Shop Data Clearly
Reconcile item records, refunds and currencies before drawing a chart
Small shop owners who want a careful operational review of their own exported order data.
18 pages10 chaptersPDF + EPUBBook language: English
One-time payment, not a subscription. Applicable taxes appear at checkout.
What you will work through
- Choose an export and define its row meaning before summarizing.
- Reconcile duplicates, cancellations, refunds and missing values visibly.
- Produce separate currency summaries and bounded operational questions.
Contents
- 01Choose a question before choosing a chart
- 02Know what each exported row represents
- 03Preserve the original and map deliberately
- 04Deduplicate identity without deleting real repeats
- 05Treat cancellations, refunds and unknown values differently
- 06Separate currency and separate the metric
- 07Chart the reconciled table rather than the raw file
- 08Turn observations into questions you can investigate
- 09Capstone: reconcile eighteen source rows
- 10Build a repeatable review without false precision
Scope and limitations
- This is an operational data workbook, not accounting, tax, investment or financial advice.
- All transactions and products are fictional. No real shop or competitor performance is measured.
- Item totals exclude unknown fees, taxes, shipping, costs and settlement effects; they are not profit or payout.
- The example is a normalized teaching schema, not a claim to reproduce every current Etsy export header.
How delivery works
Checkout is handled by Lemon Squeezy. After a successful purchase, download access appears on the provider’s order page and receipt email. Buying a book does not change your KitForma Pro plan.