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Tuesday, December 3, 2024

Data Visualization Vocabulary

Here are some common terms used in data visualization:

Basic Terms

  • Data: Raw, unorganized facts and figures.
  • Information: Data that has been processed, organized, and interpreted.
  • Visualization: The graphical representation of data.
  • Chart: A graphical representation of data.
  • Graph: A diagram showing the relation between two or more variables.

Types of Charts and Graphs

  • Bar Chart: A chart with rectangular bars representing data.
  • Line Chart: A chart with lines connecting data points.
  • Pie Chart: A circular chart divided into slices representing proportions.
  • Scatter Plot: A chart with points representing data points.
  • Histogram: A chart with bars representing the frequency distribution of data.
  • Box Plot: A chart showing the distribution of data through quartiles.

Data Visualization Principles

  • Clarity: The visualization should be easy to understand.
  • Simplicity: The visualization should be simple and not overly complex.
  • Relevance: The visualization should be relevant to the data and the story being told.
  • Consistency: The visualization should be consistent in its design and style.
  • Ethicality: The visualization should not be misleading or deceptive.

Data Visualization Tools

  • Tableau: A powerful data visualization and business intelligence tool.
  • Power BI: A business analytics service by Microsoft.
  • Python: A programming language with libraries like Matplotlib, Seaborn, and Plotly.
  • R: A programming language and environment for statistical computing and graphics.









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