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Visualization with Tableau
Introduction
Tableau - Introduction to Data Visualization (18:49)
Welcome to the Course (4:34)
Tableau Installation
Tableau Installation Overview (2:15)
Tableau Public Installation (3:30)
Tableau Desktop Installation (1:56)
Tableau Reader Installation (2:59)
Tableau Basics
Basic Components (21:03)
Exercise - Tableau Public (3:12)
Exercise - Tableau Desktop (2:11)
Exercise - Tableau Reader (1:50)
Manage Data Source Files and Tableau File types
Connect to various data file types (11:33)
Connect to PeopleSoft database (9:55)
Tableau Workbook File Types (4:01)
Tableau Data Source File Types (6:55)
Organize Data Pane (5:29)
Exercise PeopleSoft Data Extract (7:23)
Data Analysis using Bar Chart & Scatter Plot
Join data sources (5:33)
Create Filters (6:06)
Bar Chart (5:56)
Scatter Plot (7:03)
Case Study - Scatter Plot (Anscombe dataset) (16:51)
Data Cleaning & Line Chart
Using Data Interpreter to clean source data (5:42)
Using data pivot and removing null values (3:54)
Line Chart (19:57)
Case Study - GDP Growth (24:31)
Analyzing Data Elements
Data Fields Classifications (8:49)
Workbook Elements (5:19)
Number of Records & Distinct Count (4:01)
Export Visualizations as PDF & PPT (9:13)
Data Sort (6:37)
Create new Calculation Field (6:54)
Create adhoc calculation Field (3:04)
Case Study - Weekly Sales Comparison (19:50)
Calculations on Tables
Table (down) - Table Calculations (7:49)
Pane (down) - Table Calculations (5:22)
Analyse Totals (11:30)
Percentage (7:49)
Case Study - Tips dataset (10:14)
Story Features & Analytics
Story Features (8:19)
Central Tendency (2:18)
Polynomial Trend lines (5:32)
Exercise - Stores Classification based on Size (8:40)
Case Study - Students Performance Analysis (14:19)
Overview - UCI dataset Repository (7:03)
Data Grouping using Sets, Clusters and Parameters
Create Sets (6:49)
Define a Group (6:19)
Auto Clustering (10:01)
Parameter Basics (10:25)
Exercise - Parameters (Students dataset) (17:35)
Maps and Handling Null Values
Map - Dual Axis & Map Layers (14:43)
Maps - Filters & Pie Charts (7:16)
Maps - Custom Territories (11:02)
Handling Null Values (9:34)
Case Study - Exchange Rate dataset (15:43)
Dashboard Actions, Level of Details and Forecasting
Crosstabs (7:09)
Conditional Statements (13:40)
Dashboard Actions (16:27)
Part 1 - Level of Details Expression (10:28)
Part 2 - Level of Details Expression (4:42)
Forecasting (8:38)
Case Study - Tips dataset
Download
Food_server_tips_data_set.csv
Download
Food server tips Analysis.twbx
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