Introduction and Preparation
- Introduction
- Tableau Professional or Tableau Public?
- Tableau Desktop for Students - Free Version
- Course Datasets - download the data here
- Getting Familiar with Tableau File Types
- Where to Find Help
- Interface Orientation
First Steps in Tableau
- Connect Tableau to a Data Source
- Setting Up Extract Filters and Aggregations
- Joining Tables
- Building a Visualization
- Planning a Visualization
- Ways of Sorting Your Data
- Totals and Subtotals
- Data Roles - Discrete and Continuous Fields
- Hierarchies
- Changing the Aggregation of Measures
- What Tableau Does Behind the Scenes
- Calculated Fields
- Filtering Visualizations
- Parameters
- Table Calculations - Theory
- Table Calculations in Practice
Let us Visualize!
- Proportional Chart Types
- Charts for Comparison
- Added Lines
- The Bullet Graph
- Charts for Showing Distribution
- The Histogram
- The Scatterplot
- Time and Project Management
- Maps
- Building Maps
- Data Tables
- The Format Pane
- Marks, Cards and Highlighting
- Tooltips, Labels, Annotations
- Axes
- Marks in Detail
- The Viz in Tooltip Tool
- Examples for Using the Viz in Tooltip
Tableau Output Features
- Worksheets
- Dashboards
- Stories
Data Blending and Data Preprocessing in Tableau
- Data Blending and Its Comparison to Joins
- Custom Calculations in a Data Blend
- Blending on Multiple Keys - Another Visual Example
- R Code for Domain Padding
- Domain Padding in R
- Connecting Tables of the Same Structure
- Data Preparation Tools in Tableau
- Splitting and Concatenating Strings
Functions and Calculations
- Logical Statements
- Date Functions and Calculations
- Comparison of Calculation Types
- Explaining the Level of Detail
- How LOD Expression Can Help the Analysis
- The General Syntax of LOD Expressions
- The INCLUDE Expression
- The EXCLUDE Expression
- The FIXED Expression
- Exercise with LOD Expressions
- Comparing the Results of LOD Expressions
- LOD Expressions and Filters
Integrating R
- Connecting R and Tableau
- Scripts for R Integration
- R Outlier Detection
- Clustering in Tableau / R
- Pitfalls when integrating R
- Statistical Modeling
The R Side of Things + Theory on Charting
- Chart Overview 1
- Chart Overview 2
- Statistical Outliers
- R Outliers - Univariate
- R Outliers - Multivariate
