Data Visualization

  1. Tools and Technologies
    1. Spreadsheet-Based Visualization
      1. Microsoft Excel
        1. Built-in Chart Types
          1. Pivot Table Visualizations
            1. Conditional Formatting
              1. Data Analysis ToolPak
              2. Google Sheets
                1. Chart Editor
                  1. Collaboration Features
                    1. Add-on Extensions
                      1. Real-Time Data Connection
                      2. Advanced Spreadsheet Techniques
                        1. Dynamic Charts
                          1. Interactive Elements
                            1. Data Validation
                              1. Formula-Based Visualizations
                            2. Business Intelligence Platforms
                              1. Tableau
                                1. Drag-and-Drop Interface
                                  1. Dashboard Creation
                                    1. Data Connection Options
                                      1. Calculated Fields
                                        1. Advanced Analytics
                                        2. Microsoft Power BI
                                          1. Data Modeling
                                            1. DAX Formulas
                                              1. Custom Visualizations
                                                1. Report Sharing
                                                2. Looker
                                                  1. LookML Modeling
                                                    1. Embedded Analytics
                                                      1. Data Governance
                                                      2. QlikView and QlikSense
                                                        1. Associative Model
                                                          1. Self-Service Analytics
                                                            1. Mobile Deployment
                                                          2. Programming-Based Visualization
                                                            1. Python Ecosystem
                                                              1. Matplotlib
                                                                1. Basic Plotting
                                                                  1. Customization Options
                                                                    1. Publication Quality
                                                                    2. Seaborn
                                                                      1. Statistical Visualizations
                                                                        1. Built-in Themes
                                                                          1. Multi-Plot Grids
                                                                          2. Plotly
                                                                            1. Interactive Plots
                                                                              1. Web Deployment
                                                                                1. Animation Support
                                                                                2. Altair
                                                                                  1. Grammar of Graphics
                                                                                    1. Declarative Syntax
                                                                                      1. Vega-Lite Backend
                                                                                      2. Bokeh
                                                                                        1. Web-Based Interactivity
                                                                                          1. Server Applications
                                                                                            1. Real-Time Updates
                                                                                          2. R Programming
                                                                                            1. ggplot2
                                                                                              1. Grammar of Graphics
                                                                                                1. Layered Approach
                                                                                                  1. Extension Packages
                                                                                                  2. Shiny
                                                                                                    1. Interactive Web Apps
                                                                                                      1. Reactive Programming
                                                                                                        1. Dashboard Development
                                                                                                        2. Plotly for R
                                                                                                          1. Interactive Graphics
                                                                                                            1. Conversion from ggplot2
                                                                                                            2. Specialized Packages
                                                                                                              1. Leaflet for Maps
                                                                                                                1. NetworkD3 for Networks
                                                                                                                  1. DT for Tables
                                                                                                                2. JavaScript Visualization
                                                                                                                  1. D3.js
                                                                                                                    1. Data Binding
                                                                                                                      1. DOM Manipulation
                                                                                                                        1. Custom Visualizations
                                                                                                                          1. Animation Support
                                                                                                                          2. Vega-Lite
                                                                                                                            1. High-Level Grammar
                                                                                                                              1. JSON Specification
                                                                                                                                1. Rapid Prototyping
                                                                                                                                2. Chart.js
                                                                                                                                  1. Canvas-Based Charts
                                                                                                                                    1. Responsive Design
                                                                                                                                      1. Plugin Architecture
                                                                                                                                      2. Observable
                                                                                                                                        1. Notebook Environment
                                                                                                                                          1. Collaborative Development
                                                                                                                                            1. Live Code Execution
                                                                                                                                        2. Specialized Visualization Tools
                                                                                                                                          1. Geographic Information Systems
                                                                                                                                            1. QGIS
                                                                                                                                              1. Open Source Platform
                                                                                                                                                1. Plugin Ecosystem
                                                                                                                                                  1. Cartographic Design
                                                                                                                                                  2. ArcGIS
                                                                                                                                                    1. Professional Mapping
                                                                                                                                                      1. Spatial Analysis
                                                                                                                                                        1. Web Services
                                                                                                                                                        2. Leaflet
                                                                                                                                                          1. Web Mapping Library
                                                                                                                                                            1. Mobile-Friendly
                                                                                                                                                              1. Plugin Extensions
                                                                                                                                                            2. Network Analysis Tools
                                                                                                                                                              1. Gephi
                                                                                                                                                                1. Graph Visualization
                                                                                                                                                                  1. Network Metrics
                                                                                                                                                                    1. Layout Algorithms
                                                                                                                                                                    2. Cytoscape
                                                                                                                                                                      1. Biological Networks
                                                                                                                                                                        1. Plugin Architecture
                                                                                                                                                                          1. Data Integration
                                                                                                                                                                          2. NetworkX
                                                                                                                                                                            1. Python Library
                                                                                                                                                                              1. Graph Algorithms
                                                                                                                                                                                1. Analysis Tools
                                                                                                                                                                              2. Statistical Software
                                                                                                                                                                                1. SPSS
                                                                                                                                                                                  1. Chart Builder
                                                                                                                                                                                    1. Statistical Graphics
                                                                                                                                                                                      1. Template System
                                                                                                                                                                                      2. SAS
                                                                                                                                                                                        1. Graph Template Language
                                                                                                                                                                                          1. Statistical Procedures
                                                                                                                                                                                            1. Report Generation
                                                                                                                                                                                            2. Stata
                                                                                                                                                                                              1. Graphics Commands
                                                                                                                                                                                                1. Scheme Customization
                                                                                                                                                                                                  1. Publication Output

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                                                                                                                                                                                            8. Data Storytelling and Narrative Visualization

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                                                                                                                                                                                            10. Advanced Visualization Topics