Data Visualization and Exploratory Data Analysis
Content
00:06 Introduction to Data Visualization and Exploratory Data Analysis
01:41 Outline of research
02:55 Types of Data Visualization
• 03:00 EDA
• 04:01 CDA - Confirmatory Data Analysis
05:29 Purpose of EDA
05:49 Type of Data Visualization
06:34 Principles of Data Visual and Dashboard
07:47 Selecting the right visualization for the right business use case
08:27 Type and purpose of each visualization
• 08:45 Bar Chart
• 09:00 Scatter Plot: Correlation
• 09:33 Histogram: Distribution Analysis
• 10:24 Line Chart: trend analysis
• 10:40 Pie Chart: Proportion Analysis
• 11:10 Treemap
• 11:34 Node Link Diagram and Force-directed Graph
12:35 Data Visualization Dashboard – Tableau
13:19 Depictions of Techniques to Increase Visual Weight
Description:
In this video, we introduce the essentials of Data Visualization and Exploratory Data Analysis (EDA), starting with an overview of key concepts. We cover different types of data visualizations, including EDA and Confirmatory Data Analysis (CDA), and discuss their purposes. You'll learn how to apply visualization principles and choose the right visualization for specific business use cases. We'll explore common visualization types like bar charts, scatter plots, histograms, line charts, pie charts, tree maps, and advanced visualizations such as node-link diagrams. Additionally, we demonstrate how to create effective data visualization dashboards using Tableau and techniques for enhancing visual weight.
#datavisualization #dataanalytics #Audit
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