Analytics-DA-201 domain - 24% of the exam

Connect to and Transform Data

Connect to and Transform Data is 24% of the Tableau Certified Data Analyst (Analytics-DA-201) exam. These are the objectives it covers, each with practice questions and worked explanations.

Objectives in this domain

Sample question from this domain

Free sampleConnect to and Transform Datamedium

A regional sales team works offline on long-haul flights and queries a 40-million-row table on a corporate database that throttles ad-hoc analytical reads during business hours. The team needs fast filtering and aggregation in the workbook without hitting the source repeatedly. Which connection approach best fits these constraints?

  • ACreate an extract so the data is stored locally for offline use and fast in-memory querying that avoids repeated load on the throttled source. Correct
  • BKeep a live connection so every interaction reflects the current state of the corporate database in real time.
  • CUse a live connection but lower the workbook's refresh frequency so the database receives fewer queries during business hours.
  • DKeep a live connection and rely on the source database's own result cache to satisfy offline interactions.
Choose an extract over a live connection when offline access and fast in-memory querying matter more than real-time freshness. An extract materialises the source data into a local, compressed, columnar store that is queried in memory, so it serves analysis offline and reduces repeated load on a source that throttles live reads.

Why A is correct: An extract snapshots the data into a local columnar store, which works offline and serves fast filtering and aggregation from memory without querying the throttled source each time.

Why B is wrong: A live connection sends a query to the source on every interaction, which fails the offline requirement and worsens the throttling problem the team is trying to avoid.

Why C is wrong: There is no per-interaction refresh frequency to lower on a live connection; each view interaction still issues a query, so this does not solve offline access or throttling.

Why D is wrong: A source-side cache cannot serve a disconnected client; with no network the live connection has nothing to query, so offline analysis is impossible.

Other domains in this exam

See also the Analytics-DA-201 cert hub, the study guide, and the cheat sheet.

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