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Fundamentals of Data Visualization

Data Visualization through Microsoft Power BI

bij Marcelo Guerra Hahn
72
Taal :  English
This book explains data visualization with Microsoft Power BI, offering fundamental ideas, examples, and instructions for various visualizations.
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Beschrijving
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book.tabs.learning objectives

This book provides basic concepts of data visualization to help students, researchers, and data analysts. They can understand key concepts related to data visualization.

Data specialists & analysts, business intelligence analysts, analytics manager, data scientist and data engineer can use this book to learn about data visualization. They can learn how to visualize data using Microsoft Power BI. They can analyze their documents and files more easily after reading this book. This book will help the readers to gather and interpret data effortlessly.

About the Author

Marcelo Guerra Hahn currently leads the Bachelor of Science Department at Lake Washington Institute of Technology. With over 19 years of experience in data analysis and software development, Marcelo continues to work on what he's most passionate about, helping people see and understand data. Marcelo holds a master's in computer science from Universidad de la República, an MBA and master's in applied mathematics from the University of Washington, and a master's in applied statistics from Texas A&M University.

  • About the Author
  • Preface
  1. Visualization
    1. Introduction
    2. Why Do Data Visualizations Work?
    3. What Are Data Visualizations Used For?
    4. When not to Use Visualizations
  2. Data Fields
    1. Introduction
    2. Basic Field Types
  3. Field Transformations
    1. Introduction
    2. Splitting
    3. Concatenation
    4. Simple Math
  4. Bar Charts
    1. Introduction
    2. Line Charts
    3. Maps
  5. Single Variable Statistics
    1. Introduction
    2. Frequency Tables
    3. Histograms
    4. Central Tendency and Variability
    5. Percentile Ranks
    6. Reference Lines
    7. Aggregate Functions
    8. Box Plot
  6. Correlations
    1. Introduction
    2. Scatterplots
    3. Trend Lines
    4. Measures of Fit
  7. Time Series
    1. Introduction
    2. Formatting Dates
    3. Using Cycle Plots to Depict Seasonality
    4. Forecasting
  8. Storytelling
    1. Introduction
    2. Aspects of A Good Story
    3. Advantages of Storytelling
    4. Creating A Story
    • Conclusion
    • Table of Figures
    • References

Understand the concept of correlations and how to visualize them using scatterplots. Explain how time series data is used and how to forecast future trends. Appreciate the power of storytelling with data to communicate insights effectively.

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Marcelo Guerra Hahn

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