The Salesforce Certified Tableau Data Analyst certification — the credential the bench scope listed as Tableau Certified Data Analyst — examines analysts who turn business problems into Tableau analysis for stakeholders. Its examination presents 60 scored questions across four domains with exploring and analysing data at 41 percent, requires 65 percent to pass, and recommends six months of Tableau experience. The title is valid for one year.
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The certification at a glance
| Item | Verified position |
|---|---|
| Certification | Salesforce Certified Tableau Data Analyst (examination Analytics-DA-201), awarded by Salesforce for the Tableau product family |
| Name note | Scoped as Tableau Certified Data Analyst; the current official title carries the Salesforce prefix, as Salesforce’s exam guide and Trailhead module state it. Same credential, same examination |
| Examination | 60 multiple-choice and multiple-select scored questions plus five nonscored questions, in 105 minutes, testing on Tableau 2024.2 |
| Passing standard | 65 percent, per the Salesforce exam guide |
| Prerequisites | None required. Salesforce recommends a minimum of six months of experience with Tableau and Tableau products — Desktop, Prep, and either Server or Cloud — and notes the examination assumes Tableau Desktop Foundations competencies without testing at that level |
| Delivery | Proctored examination at a Pearson VUE testing centre or in an online proctored environment; no reference materials are permitted |
| Examination fee | Salesforce fee: US $200 plus applicable taxes, with a $100 retake fee — third-party fees charged by Salesforce for its own examination |
| Certification period | The title is valid for one year, per Salesforce’s Trailhead certification module; maintenance follows Salesforce’s Trailhead maintenance programme for the credential |
| Independence | PassProfessor is independent and is not affiliated with Salesforce or Tableau. Tableau, Tableau Desktop, and Tableau Prep are Salesforce’s products; the certification is Salesforce’s |
A note on the name first, because candidates meet both forms. The credential’s current official title is the Salesforce Certified Tableau Data Analyst: Tableau’s certification programme now sits within Salesforce, the examination carries the code Analytics-DA-201, and Salesforce’s own exam guide and Trailhead preparation module are the documents of record. The shorter Tableau Certified Data Analyst form, under which this program was scoped, names the same credential. Nothing about the examination changed with the fuller title — but candidates searching for official material should search under the Salesforce name, where the current guide lives.
The role the credential certifies is translation. Salesforce describes its analyst as someone who enables stakeholders to make business decisions by understanding the business problem, identifying the data to explore for analysis, and delivering actionable insights — working across Tableau Desktop, Tableau Prep, and either Tableau Server or Tableau Cloud. The examination’s weights state the same priority numerically: exploring and analysing data is 41 percent of the paper, more than creating content and publishing combined. This is an analyst’s examination that happens to use Tableau, examined most heavily where analysis actually happens — in calculations.
That calculation core is specific: calculated fields in their families, table calculations and their addressing and partitioning, level of detail expressions in their FIXED, INCLUDE, and EXCLUDE forms, parameters, sets, filters and the order in which Tableau evaluates them. Candidates who build attractive dashboards but compute shallowly meet this paper’s centre of gravity unprepared. The examination is versioned against Tableau 2024.2, recommends six months of experience across the product family, and imposes no prerequisite — though Salesforce notes the paper assumes the competencies of its Desktop Foundations certification without re-testing them.
Reading the verified facts
Every fact in the table above is stated as Salesforce / Tableau states it in its own published documents for this credential, because candidates are ill-served by the approximations that circulate about examinations of this kind. Three points deserve emphasis before the detail. First, eligibility and maintenance are part of the examination’s real difficulty: routes, windows, and credit conditions decide candidacies before any question is answered, and this guide treats them with the same care as the outline. Second, where Salesforce / Tableau publishes a standard in scaled or structured form rather than as a simple percentage, this guide states it in the published form and converts nothing. Third, every fee named in this guide is Salesforce / Tableau’s charge for its own examination, labeled as a third-party fee wherever it appears; it is not a price for anything PassProfessor sells.
The certification route, step by step
Step 1 — Confirm the experience base
No prerequisite gates the examination, but Salesforce recommends at least six months with Tableau and its products — Desktop, Prep, and either Server or Cloud — and states that the paper assumes Desktop Foundations competencies without testing at that level. Candidates whose experience is Desktop-only should close the Prep and publishing gaps before sitting.
Step 2 — Study to the Salesforce exam guide
Take the four-domain outline in Salesforce’s exam guide — testing on Tableau 2024.2 — as the syllabus of record, reached through Salesforce’s Trailhead certification module. Note the version pin: prepare against 2024.2 behaviour, and treat newer-release features as out of scope however current they feel.
Step 3 — Register and sit the examination
Register through Salesforce’s certification system for a Pearson VUE centre or online proctored sitting; no reference materials are permitted. The fee is US $200 plus applicable taxes, with a $100 retake fee. The sitting presents 60 scored multiple-choice and multiple-select questions plus five nonscored questions in 105 minutes; 65 percent passes.
Step 4 — Maintain the title
The title is valid for one year. Maintenance follows Salesforce’s Trailhead maintenance programme for the credential — release-based maintenance modules as Salesforce publishes them — so holders should track the maintenance requirement from the date the title issues.
The examination outline in full
Connect to and Transform Data — 24%
The guide teaches connection as a decision with consequences: live against extract is a performance and freshness judgement, not a preference. Prep is taught as a product in its own right, since the outline examines its flow logic directly rather than treating it as Desktop’s ante-room.
The analyst’s front end: identifying data sources and choosing between live connections and extracts; connecting to files, relational databases, extracts, and published sources on Server or Cloud; replacing a data source beneath existing work; preparing data for analysis through quality assessment, cleaning, field organisation, relationships, joins, and unions; transforming in Tableau Prep with its unions, joins, aggregations, filtering, pivots, and output choices; and customising fields — types, sorting, renaming, discrete against continuous, and field roles.
Explore and Analyze Data — 41%
Two questions in five live here, and the guide studies the domain as one connected system: a calculation means nothing outside the order of operations that evaluates it and the grain the view sets for it. LOD expressions receive the deepest single treatment in the package, because they are where the outline’s difficulty and its weight coincide.
The paper’s centre: creating calculated fields across their types — date, string, numeric, logical, aggregate, and more; building table calculations and understanding their scope and direction; creating parameters and sets; structuring data with groups, hierarchies, and bins; applying filters in Tableau’s order of operations; mapping geography; using the Analytics pane’s reference lines, bands, distributions, clustering, and forecasting; and writing level of detail expressions that fix, include, or exclude dimensions against the view’s grain.
Create Content — 26%
The guide divides content into construction and communication: the mechanics of building each chart and dashboard pattern, and the judgement of when each serves the stakeholder’s question. Formatting is examined as part of the craft, in the outline’s own detail, not as decoration appended to it.
Building the deliverable: creating the chart family from scratch — bars, lines, highlight tables, scatter plots, histograms, treemaps, Gantt charts, box plots, dual-axis and combination charts among them — with deliberate sorting; composing dashboards and stories with containers, layout, and objects; adding interactivity through filter, URL, and highlight actions, dynamic zone visibility, navigation, and set and parameter actions; and formatting workbooks, sheets, and dashboards down to tooltips, padding, palettes, and device layouts.
Publish and Manage Content on Tableau Server and Tableau Cloud — 9%
Nine percent is roughly five questions, and the guide treats the domain as exactly that: a compact, complete treatment of the publishing surface — what goes where, on what schedule, visible to whom — studied to certainty rather than to depth, because its questions reward precision over exploration.
The smallest domain: publishing workbooks, data sources, and flows; exporting content; scheduling extract refreshes; and managing published work through alerts, subscriptions, custom views, user roles and permissions, and distribution of published workbooks.
The sitting itself: format, scoring, and what surrounds it
Sixty scored questions at 65 percent to pass sounds forgiving until the weight distribution is read: 41 percent of the paper sits in the calculation domain, where items present a view, a grain, and a business question, and the discriminating skill is choosing the expression — row-level, aggregate, table calculation, or LOD — that actually computes the asked quantity. Plausible wrong answers compute something real, just not the thing asked. The 2024.2 version pin adds a second discipline: features and behaviours from later releases are out of scope however familiar they have become in daily work, and the paper also reaches into Prep and publishing, the two surfaces Desktop-centred candidates neglect.
Candidates should plan the sitting as a single unbroken performance: arrive with the identification and admission documents the application name requires, expect the proctored environment’s rules to govern breaks, materials, and communication, and leave nothing unanswered, since an unanswered item cannot earn credit under any scoring model the outline describes. The pacing discipline this examination rewards is even effort across the whole paper rather than perfection early and haste late — the outline’s weights mean the final quarter of the paper carries the same density of marks as the first.
Preparation errors this guide is written to prevent
The signature error is dashboard-first preparation: candidates build charts confidently while the paper’s centre — calculations, table calculations, and LOD expressions at 41 percent — stays shallow. Two companions follow: ignoring the order of operations, so filter and calculation questions are answered by intuition instead of by evaluation sequence; and preparing on the candidate’s current Tableau release rather than the pinned 2024.2, importing behaviours the examination does not recognise. Prep and publishing neglect completes the pattern. The guide’s domain order — connection, then the long calculation core, then content, then publishing — is the correction made structural.
After the examination
A pass begins the credential’s maintenance cycle on the terms the glance table states, and holders should record the cycle’s conditions — its length, its credit or renewal requirements, and its deadlines — in the same calendar discipline the preparation plan used, because maintenance failures are administrative, not intellectual, and are therefore the most avoidable kind. A sitting that does not pass is retaken under the certifying body’s own rules, which the guide describes structurally; the handbook or programme document current at the time governs the particulars, and candidates should read it in that document rather than in any summary, including this one.
Working under the certification
A certified Tableau analyst’s output is a stakeholder’s answered question, maintained: a workbook whose calculations survive scrutiny, extracts refreshing on schedule, a dashboard whose interactivity guides rather than decorates, and published content whose permissions match its audience. Employers read the credential as Salesforce’s own statement that the holder can carry analysis from a raw source to that governed deliverable across the whole product family. The one-year title validity, maintained through Salesforce’s Trailhead maintenance programme, keeps holders moving with a product on a rapid release cycle.
Reading the outline like an examiner
Salesforce’s item writers build analyst items from stakeholder requests, and the requests have a signature: a businessperson’s phrasing that conceals a grain, a filter stage, or a calculation type. The examined move is translation — from the phrasing to the precise quantity, and from the quantity to the construct that computes it. Preparation matched to that move practises translation explicitly: take requests, restate them as exact quantities with their grains named, and only then build. Candidates who jump from phrasing to building produce the paper’s favourite distractor — the elegant answer to a slightly different question — with great technical confidence, which is why this guide treats translation, not technique, as the paper’s first skill. Scenario items on this paper also share an artefact the candidate must learn to interrogate: the described view. Its dimensions, its filters, and its grain are stated in the stem, often across several sentences, and the correct expression depends on all three. The disciplined method is to sketch the view — fields, shelves, grain — on scratch paper before reading the options, because the options are written to be plausible against a misremembered view. Thirty seconds of sketching routinely saves the item. Candidates should practise the sketch until it is reflex, particularly for level of detail items, where the entire question is the relationship between the view’s grain and the expression’s.
The credential in its wider landscape
The order of operations is this examination’s quiet constitution, and it deserves treatment as a topic in its own right rather than as a diagram to glance at. Tableau evaluates a view through a fixed pipeline — extract filters, data source filters, context filters, sets, conditional and top-N computation, dimension filters, FIXED level of detail expressions, measure filters, INCLUDE and EXCLUDE expressions, and table calculations arriving in their governed sequence — and a large share of the Explore domain’s items are, beneath their business surface, questions about where in that pipeline a described element sits. Candidates who can recite the pipeline and reason from it can derive answers to items whose specific features they have never combined; candidates who cannot are left memorising combinations, which the item writers vary precisely to defeat. Level of detail expressions repay the deepest study in the package for a structural reason: they are the point where the view’s grain, the analyst’s intent, and the order of operations meet. A FIXED expression computes before dimension filters, indifferent to the view; INCLUDE and EXCLUDE compute with the view’s dimensions adjusted in opposite directions. Nearly every LOD item is a small story about a quantity that the visible grain cannot express — a customer’s first order date inside a monthly sales view, a cohort’s behaviour against the whole — and the discriminating skill is recognising the grain mismatch before reaching for syntax. The guide drills that recognition with paired items: the same business question at two grains, only one of which needs the expression the item offers. Tableau Prep and the publishing domain close the guide together because they close the analyst’s real loop together. Prep is where the analyst’s data judgements become repeatable — a flow is an argument about data quality that runs on schedule — and publishing is where those judgements meet an audience under governance: refresh cadences, permissions, subscriptions, and alerts deciding whose numbers stay current and whose quietly stale. Desktop-centred preparation treats both as administration. The outline treats them as analysis continued by other means, at a combined third of the paper when Prep’s share of the Connect domain is counted honestly, and candidates who have run a flow and published to a real site carry an advantage no amount of Desktop polish reproduces.
One closing observation ties the credential’s four domains back into the single role they describe. A stakeholder does not experience the analyst’s work in domains; they experience a question answered late or on time, a number that survives challenge or collapses under it, a dashboard that becomes the meeting’s shared reality or is quietly abandoned for a spreadsheet. The examination’s structure — connection discipline feeding calculation depth, calculation depth feeding content craft, content governed in publication — is that experience, decomposed into its teachable parts. Candidates who keep the whole role in view while studying its parts make better judgements inside the paper’s scenarios, because the scenarios are written from the stakeholder’s side of the desk: the credited answer is usually the one that leaves the stakeholder with a number they can act on and defend, produced by a workflow the analyst can repeat next quarter.
A preparation plan that respects the outline
Allocate by weight with the calculation core given more than its share of hours, because its skills also earn marks inside content items: work Connect first as a compact block including real Tableau Prep flows, then settle into Explore and Analyze for the plan’s longest stretch — calculated fields by family, table calculations with addressing and partitioning drawn by hand, LOD expressions at each grain, and the order of operations rehearsed until reciting it is automatic.
Build content third, deliberately constructing each chart type in the outline and one interactive dashboard with actions and device layouts, and close with the publishing domain studied to precision. Finish with timed sittings at the real shape — 65 questions in 105 minutes — reviewed by domain, with every calculation miss reworked on paper: write the expression the item wanted and name why each offered alternative computes a different quantity.
Frequently asked questions
What are the four Tableau Data Analyst domains and their weights?
Connect to and Transform Data 24 percent, Explore and Analyze Data 41 percent, Create Content 26 percent, and Publish and Manage Content on Tableau Server and Tableau Cloud 9 percent — Salesforce’s exam guide, testing on Tableau 2024.2.
Why does Explore and Analyze Data carry 41 percent?
Because analysis, not assembly, is the analyst’s examined trade. The domain holds calculated fields, table calculations, parameters, sets, filters and the order of operations, analytics features, and level of detail expressions — the machinery by which a view becomes an answer. Salesforce weights the paper where the role’s difficulty concentrates.
What is a level of detail expression, and why does it matter here?
An expression that computes at a grain different from the view’s — FIXED, INCLUDE, or EXCLUDE a set of dimensions. LOD expressions answer questions the view’s own grain cannot, which makes them the outline’s most discriminating calculation topic and a centrepiece of this guide’s treatment.
What is Tableau’s order of operations, in outline terms?
The fixed sequence in which Tableau evaluates filters and calculations — extract and data source filters early, dimension and measure filters at their stages, table calculations last among the list’s common landmarks. The Explore domain examines filter and calculation items that cannot be answered correctly without it.
What does the Connect domain examine in Tableau Prep?
Choosing and performing transformations in a Prep flow: combining data by unions and joins, shaping by aggregation, filtering, and pivoting, and determining the output type — examined as Prep’s own logic, alongside Desktop-side connection and data preparation.
Live connection or extract — how does the outline treat the choice?
As a judgement the analyst must make and justify: extracts and live connections differ in freshness, performance, and capability, and the Connect domain opens with identifying data sources and determining which connection type a described situation calls for.
What chart types must a candidate be able to create?
The Create Content domain names the family: bar, line, pie, highlight table, scatter plot, histogram, treemap, bubble, data table, Gantt, box plot, area, dual-axis, and combination charts, with sorting including custom sorts — created from scratch, not merely recognised.
What interactivity does the Create domain examine?
Filter actions, URL actions, and highlight actions; interactivity through dynamic zone visibility; navigation buttons; set and parameter actions; and show and hide buttons for dashboard objects — the mechanisms by which a dashboard responds to its reader.
What does the Publish domain cover at 9 percent?
Publishing workbooks, data sources from Desktop or Prep, and flows; exporting content; scheduling extract refreshes; and managing published workbooks through alerts, subscriptions, custom views, user roles and permissions, and distribution.
How many questions are nonscored?
Five, alongside the 60 scored questions, in the same 105-minute sitting. Candidates cannot identify them and should treat every question as scored.
Is the examination open book?
No. Salesforce’s logistics state the restrictions plainly: it is a proctored examination, delivered at a Pearson VUE centre or online under proctoring, with no reference materials permitted.
Does the Data Analyst examination replace Desktop Foundations?
No. Salesforce positions the Data Analyst paper as an advancement of the Foundations skills: candidates are assumed to possess those competencies and are not tested at that level. The two credentials examine different depths of the same product.
Why is the title valid for only one year?
Salesforce’s Trailhead module states the one-year validity, with maintenance through its release-based Trailhead maintenance modules — a cycle matched to Tableau’s release pace, under which examined behaviour changes faster than a multi-year credential could track.
Where do this guide’s facts come from?
From Salesforce’s own publications — the Salesforce Certified Tableau Data Analyst exam guide and the Trailhead Tableau Data Analyst Certification Prep module, which restates the guide’s logistics, domains, and objectives — recorded in this file’s INTERNAL section. Facts Salesforce does not publish were omitted.