TEARDOWN · SAMPLE FILE

Amplitude export: 52 raw names → 18 clusters

Sample file (not a client export) — the bundled Taxon demo CSV. 52 distinct event-name strings; after normalizing casing/punctuation they fall into 18 clusters. Below is one Accept, one Keep separate, then pack / next dump.

THE MESS

Same actions under different spellings. A few examples from the file:

Add to Cart · AddToCart · add_to_cart · add to cart
Button Clicked · button clicked · btn_clicked · Button Clicked
cta_clicked · Call To Action Clicked · call_to_action_clicked

Cluster → Accept

Four “add to cart” spellings are one action. Accept a single canonical name for the cluster.

Add to Cart / AddToCart / add_to_cart / add to cart → Cart Item Added (example canonical)

Taxon accepting one canonical name for Add to Cart variants — Accept · near-dup cart names → one label

Cluster → Keep separate

Not every near-match should merge. Button / CTA / btn variants can be different product intents — keep them apart when the meaning differs.

Taxon keep-separate on button click variants — Keep separate · sticky when you re-normalize

Pack

Export a pack you can paste into docs or a tracking-plan note.

Next dump

Open the following month’s file and see what’s new vs what you already decided.

Taxon next-month what changed banner — Next dump · what changed

Open Taxon Taxon landing

FILES STAY IN THE TAB. This pass ran client-side on a sample CSV — nothing uploaded for cleaning. ← Cold Index home