◆ Excel · clean

Data Transformation

Combine site survey CSVs into one cleaned dataset: import each CSV into queries, remove duplicate coordinate rows, mer…

2heights
12tasks
6roles do it
See the prompt↓More clean workflows

The same job, four heights

do it · improve it · decide · become
AExecute — “help me do it”Combine site survey CSVs into one cleaned dataset: import each CSV into queries, remove…+
Combine site survey CSVs into one cleaned dataset: import each CSV into queries, remove duplicate coordinate rows, merge the queries into a single table, and set the query to auto-refresh so the dataset is ready for export to the drawing team.
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed.
BImprove — “do it better”Before I hand this to the CAD lead, make the dataset trustworthy — standardise coordinate…+
Before I hand this to the CAD lead, make the dataset trustworthy — standardise coordinate columns and units, remove obvious outliers, keep a SourceFile column for each row, collapse identical points, and confirm the query auto-refreshes without prompting so I can feed it straight into the drawing workflow.
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed.

The real tasks

6 of them
Convert disparate site survey CSVs into a single cleaned dataset so I can feed coordinates into our drawing software.
Translate a stakeholder's request for 'compare our regions' into a repeatable cross-tab so they can drill into any region quickly.
Translate field GPS points and survey notes into a single table the GIS team can merge with parcel maps.
Unpivot the lab output that was delivered as wide columns so I can run time-series analyses across analytes.
Unpivot the weekly task status export so I can analyze trends by task type across time.
Unpivot weekday and weekend count columns so I have a single event row per timestamp for trend analysis.

Who does this

6 roles
Business Intelligence AnalystPMO AnalystTransportation PlannerArchitectConservation ScientistEnvironmental Scientist

Questions people ask

honest answers

Because you rarely think 'I want the redaction tool'. You think 'I have to share this without leaking the client's details'. Start from the need, and the feature finds you.

Real. Every job here was drawn from what people in real roles were actually seen doing in Excel — not a feature checklist.

No. Each page gives you a ready prompt you can paste into an AI assistant, plus the plain steps to do it yourself. Start with either — the goal is the finished job, not the tool.