Data Visualization and Dashboards

  1. Dashboarding Tools and Technologies
    1. Business Intelligence Platforms
      1. Tableau
        1. Core Features
          1. Strengths and Limitations
            1. Use Cases
              1. Licensing Models
              2. Microsoft Power BI
                1. Core Features
                  1. Strengths and Limitations
                    1. Integration with Microsoft Ecosystem
                    2. Google Looker Studio
                      1. Core Features
                        1. Strengths and Limitations
                          1. Google Cloud Integration
                          2. Qlik Sense
                            1. Core Features
                              1. Associative Model
                                1. Self-Service Analytics
                                2. Sisense
                                  1. Core Features
                                    1. AI-Driven Analytics
                                      1. Simplicity Focus
                                      2. Amazon QuickSight
                                        1. Cloud-Native Features
                                          1. AWS Integration
                                          2. IBM Cognos Analytics
                                            1. Enterprise Features
                                              1. AI-Powered Insights
                                            2. Open-Source Libraries and Frameworks
                                              1. Python Libraries
                                                1. Plotly Dash
                                                  1. Interactive Dashboards
                                                    1. Custom Components
                                                      1. Deployment Options
                                                      2. Streamlit
                                                        1. Rapid Prototyping
                                                          1. Simplicity and Use Cases
                                                            1. Community Features
                                                            2. Panel
                                                              1. Flexible Layouts
                                                                1. Widget Integration
                                                                2. Bokeh
                                                                  1. Interactive Visualizations
                                                                    1. Server Applications
                                                                  2. R Libraries
                                                                    1. Shiny
                                                                      1. Interactive Web Apps
                                                                        1. Reactive Programming
                                                                          1. Deployment Options
                                                                          2. Flexdashboard
                                                                            1. R Markdown Integration
                                                                              1. Static and Dynamic Options
                                                                            2. JavaScript Libraries
                                                                              1. D3.js
                                                                                1. Custom Visualization
                                                                                  1. Data Binding
                                                                                    1. Learning Curve
                                                                                    2. Observable Plot
                                                                                      1. Grammar of Graphics
                                                                                        1. Modern JavaScript
                                                                                        2. Chart.js
                                                                                          1. Pre-Built Chart Types
                                                                                            1. Ease of Use
                                                                                            2. Highcharts
                                                                                              1. Commercial Library
                                                                                                1. Rich Feature Set
                                                                                              2. Web Frameworks
                                                                                                1. React Dashboard Libraries
                                                                                                  1. Material-UI
                                                                                                    1. Ant Design
                                                                                                    2. Vue.js Dashboard Components
                                                                                                      1. Vuetify
                                                                                                        1. Element UI
                                                                                                        2. Angular Dashboard Frameworks
                                                                                                          1. Angular Material
                                                                                                            1. PrimeNG
                                                                                                        3. Cloud-Based Solutions
                                                                                                          1. Google Cloud Platform
                                                                                                            1. BigQuery Integration
                                                                                                              1. Data Studio
                                                                                                              2. Amazon Web Services
                                                                                                                1. QuickSight
                                                                                                                  1. CloudWatch Dashboards
                                                                                                                  2. Microsoft Azure
                                                                                                                    1. Power BI Service
                                                                                                                      1. Azure Monitor
                                                                                                                      2. Databricks
                                                                                                                        1. Collaborative Analytics
                                                                                                                          1. MLflow Integration
                                                                                                                        2. Embedded Analytics
                                                                                                                          1. Integrating Dashboards into Applications
                                                                                                                            1. Embedding Options
                                                                                                                              1. Security Considerations
                                                                                                                                1. White-Label Solutions
                                                                                                                                2. APIs for Data Visualization
                                                                                                                                  1. Data Access APIs
                                                                                                                                    1. Custom Visualization APIs
                                                                                                                                      1. RESTful Services
                                                                                                                                      2. SDK and Component Libraries
                                                                                                                                        1. JavaScript SDKs
                                                                                                                                          1. React Components
                                                                                                                                            1. Angular Components

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                                                                                                                                        8. Common Pitfalls and Best Practices

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                                                                                                                                        10. Industry-Specific Dashboard Applications