2-2 TABLEAU DESKTOP PRACTITIONERClean Difficult Data And Build More Meaningful Analysis
2-2 · Tableau Desktop Practitioner

Reshape the Data That Fuels Your Creations.

Move beyond foundational Tableau skills. Clean, reshape and validate difficult data while mastering calculations that transform your first visualizations into meaningful analytical masterpieces.

Tableau Desktop Practitioner course thumbnail
Clean the inputs. Control the logic. Build more meaningful analysis.
🧹Fix Messy Data
✂️Transform Raw Text
🧠Think With Logic
⚡Generate Instant Insights
The Practitioner Transformation

From Messy Data to Masterpiece.

Reliable analysis begins with reliable data. Follow a repeatable process for inspecting, cleaning, reshaping and validating information before it reaches the final visualization.

01

Inspect the Data

Locate gaps, missing information and structural problems.

02

Clean the Values

Remove inconsistencies and standardize important fields.

03

Reshape the Structure

Pivot and reorganize data into an analysis-ready format.

04

Validate the Result

Confirm that Tableau interprets every field correctly.

Data Quality and Organization

Data Quality Before Data Beauty.

A beautiful dashboard cannot repair unreliable data. Inspect missing information, compare source metrics, organize projects and manage multiple connections before building visualizations people can trust.

✓Inspect gaps and missing information
✓Compare source metrics against Tableau
✓Organize files and track working projects
✓Manage multiple data connections
✓Replace data sources and references
Transforming messy raw data into meaningful Tableau analysis
Essential Cleansing Skills

Clean and Transform Raw Text.

Use Tableau’s built-in functions to split, repair, standardize and restructure difficult fields before they interfere with your calculations and visualizations.

Demonstration 01

Split a Combined Field

Jed Guinto → Jed
Guinto

Turn one combined name into separate first-name and surname fields.

Demonstration 02

Replace Incorrect Text

Melbrne → Melbourne

Find an incorrect value and replace it with consistent, usable text.

Demonstration 03

Standardize With Upper

tableau → TABLEAU

Convert inconsistent capitalization into one standardized text format.

Automatic SplitCustom SplitLeft RightLengthMidFind FindNthContainsStartsWith EndsWithTrimProperLower
Pivots, Tables and Connections

From Flat Tables to Flexible Pivot Structures.

The structure of your data controls what analysis is possible. See how a wide table becomes a longer structure designed for flexible comparisons and scalable Tableau analysis.

Before

Standard Wide Table

ProductJan FebMar
Burger$100 $125$140
Fries$80 $95$110

Advantage: Easy for people to compare monthly values side by side.

→
After Pivot

Long Pivoted Table

ProductMonth SalesStatus
BurgerJan $100Valid
BurgerFeb $125Valid
BurgerMar $140Valid

Advantage: Easier to filter, aggregate, chart and extend.

Pivot Structures
Aggregate Awareness
Multiple Connections
Replace Data Source
Replace References
Practical Calculated Fields

Make Your Data Think. Control the Answer With Logic.

Use IF logic, Boolean checks and conditional calculations to turn multiple possibilities into one clear answer that responds directly to the choices made by the user.

The flowchart demonstrates how a simple question can branch through different decisions before arriving at one final recommendation.

IF
IIF
AND
OR
Nested IF
ELSEIF
CASE
NULL Handling
Food decision flowchart demonstrating conditional logic
Real-World Date Analysis

Master the Date Toolbox.

Dates become far more useful when you can construct them, compare them and move through time. Build calculations that answer practical questions about performance, deadlines and changing business activity.

◫

DatePart

Extract years, quarters, months, weeks and days from a date.

📅

MakeDate

Construct valid dates from separate year, month and day values.

↔

DateDiff

Measure the difference between two dates using your chosen interval.

+

DateAdd

Move a date forward or backward by a defined amount of time.

●

Today

Use the current calendar date inside dynamic calculations.

◷

Now

Reference both the current date and the current time.

FY

Fiscal Years

Align Tableau’s calendar with organizational reporting periods.

WK

Week Starts

Control which day Tableau uses to begin each reporting week.

Quick Table Calculations

Instant Insights. Zero Wait.

Use Tableau’s fastest analytical calculations to compare performance, measure contribution, expose movement and analyse growth in seconds rather than hours.

✓Difference and percentage difference
✓Percent of total and percentile
✓Rank and bump-chart comparisons
✓Compound growth calculations
✓YTD totals, YoY growth and YTD growth
Quick Tableau calculations producing instant insights
Advanced Filtering

Filter Beyond the Basics.

Move beyond simple checkboxes and focus analysis on the records that matter most using rankings, conditions, formulas and flexible text matching.

Top and Bottom Filters
Conditional Filters
Wildcard Filters
Relevant Results
Visual Storytelling With Maps

Tell Better Stories With Maps.

Go beyond plotting locations. Use layers, regions, shapes, density, dual axes and annotations to create geographical analysis with greater context and clarity.

Edit LocationsMap Layers Custom RegionsDual-Axis Maps Maps With ShapesDensity Plots Multiple MapsAnnotations
Your Next Transformation

Practitioner Complete. Expert Time, Baby.

Leave Practitioner able to clean difficult data, build stronger calculations and answer more sophisticated questions. Next comes advanced modelling, LODs, parameters and customized visualizations.

Using logical calculations to make Tableau data think

LEARNING JOURNEY

    1. Intermediate Introduction

    2. ChatGPT Support

    1. 05_01_What is Data Cleansing

    2. 05_02_Data Inspection - Gaps, Missing Data, Pivot Structures (Attachment)

    3. 05_03_Data Exploration with Tableau - Metric Comparison to Ensure Tableau Reads Correctly

    4. 05_04_File Storage and Project Tracking (MANDATORY)

    5. 05_05_Ooooopssss.....I forgot to explain the actual data set story - Customers Requesting Compensation

    6. 05_06_Managing Multiple Connections - Replace Data Source, Replace References (Attach)

    7. QUIZ: The Importance of Cleaning Data in Tableau

    8. QUIZ: Is Tableau Desktop a Data Cleansing Tool?

    1. 06_01_Data Splitting, Automatic, Custom, Underlying Formula Explaining, Split off a Split

    2. 06_02_Don't forget to save to Tableau Public

    3. 06_03_Replace Function

    4. 06_04_Left and Right Functions

    5. 06_05_Length Function + Bonus discussion on Discretes and Dimensions

    6. 06_06_Mid Function

    7. 06_07_Mid Function + Length Function

    8. 06_08_Find Function

    9. 06_09_Find + Left

    10. 06_10_Findnth, Contains, Swtartswith, Endswith

    11. 06_11_Trim + Lower + Upper

    12. 06_11a_Proper Function

    13. 06_12_LTrim and RTrim

    14. Assignment - Numerical and Text-Based Cleansing (Problem) (Attachment)

    15. Assignment - Numerical and Text-Based Cleansing (Solution) (Attachment)

    1. 07_01_Pivot vs Table Structure Theory - Physical Explanation of the Conversion

    2. 07_02_Extension Problem of Pivots - Be Careful with Aggregates

    3. 07_03_Setting up 2 Connections - Pivotted and Unpivotted

    4. 07_04_Pivot vs Table - What You Can and Can't Do

    5. QUIZ: Difference Between a Standard Table and a Pivot Table in Tableau

    1. 08_01_Integers and Rounding

    2. 08_02_Ceiling,Floor, Absolute and Sign

    3. 08_03_Exponent, Power, Sin, Cos, Tan, Degrees, Radians, Logs, square root, square, pi

    1. 09_01_The Basics of Logic and IF Functions

    2. 09_02_Boolean Examples - =, , for String, Measures and dates

    3. 09_03_IF vs IIF Syntax and Writing your first Functions

    4. 09_04_Applying to Row or Aggregate Level

    5. 09_05_AND and OR Function Examples

    6. 09_06_Nested IF Functions

    7. 09_07_Else If Function

    8. 09_08_Case Function

    9. 09_09_Special Logic Functions zn, ifnull, not, , isnull

    10. Assignment - IF Function (Problem) (Attachment)

    11. Assignment - IF Function (Solution) (Attachment)

    12. QUIZ: The Purpose of IF Functions in Tableau

WHAT YOU’LL UNLOCK

  • 89 lessons
  • 11 hours of video content
  • Fix Messy Data
  • Transform Raw Text
  • Think With Logic

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