Technical communities · SINGAPORE
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Spreadsheet users moving into data analysis
Match an analytics session to what you can already do, confirm the exercise prerequisites and leave with a learning example you can explain accurately.
Spreadsheet learners whose different columns share a name
Keep the original field meanings visible when an importer renames two identical headers.
Spreadsheet learners interpreting a measure without its unit
Confirm the value’s documented unit before converting it or labelling a chart.
Spreadsheet learners deciding what an average includes
Trace which observations enter an Excel range mean, compare an unchanged sum with a changed denominator, and keep missing-value interpretation separate from formula behavior.
Analyst plotting incompatible coordinates
Prepare a small map example that distinguishes the source coordinate system, parameter names and output format before blaming the chart.
Analyst handling unnamed buildings
Inspect field-level missing values before deleting location records or inventing names to make a map look complete.
Spreadsheet users investigating mismatched report totals
Compare the question, row unit, input version, period and exclusions behind two totals, then retain the definition and the evidence still missing before refining the chart.
Analysts whose saved report changes on refresh
Choose learning sessions that help explain when data was collected and why a saved number can differ after refresh.
Spreadsheet learners whose merge inflates a total
Use two fixed fictional tables to show the intended matching rule, expected row count and repeated amount before asking for help with a join or merge.
Spreadsheet learners whose period labels became exact dates
Ask what a row represents before turning a month or quarter label into a day on a chart.