Understanding Color Palette
Understanding a color palette involves understanding how colors are chosen and mixed to produce a consistent and visually attractive scheme for a variety of purposes, including design, art, fashion, and branding. The main elements of a color palette:
- Primary colors: In classical color theory, the basic colors are RGB( red, blue, and yellow,) which may be blended to produce new hues used in digital design, including screens and displays.
- Secondary colors: Primary colors are mixed together to create this. For example, blending blue and yellow results in green.
- Tertiary Colors: Blue-green and red-orange are examples of main and secondary color combinations.
- Neutral colors: Include black, white, greys, and sometimes browns and beiges. These colors may be used to tone down a palette or as a backdrop for more intense colors.
How to select Colors for Data Visualizations?
Data visualization is one of the crucial steps in machine learning which therefore helps the analyst to explain the process of visualizing the data in an interactive and efficient way.
We have a variety of data visualization approaches in machine learning which includes line charts, bar charts, heat maps, box plots etc. but deciding on which color to choose for conveying better visualization is need to be considered.
In this article, let’s understand the requirement of colors for correct data visualization.
Table of Content
- Understanding Color Palette
- Components and Properties of Colors
- How are Colors related to Temperature?
- Types of Color Palettes
- 1. Qualitative Color Palette
- 2. Sequential Color Palette
- 3. Diverging Color Pallette
- Popular Color Palettes
- Selecting Primary Color
- Color Palettes for Comparing Objects
- 1. Pallettes Used to Compare Two Objects
- 2. Palettes Used to Compare Three Objects
- 3. Palettes Used to Compare Four Objects
- Color Palettes for Quantitative Data
- Advantages of Color Theory – Selecting Right Color for Visualization
- Importance of Background Colors
- Best Practices for Selecting Right Color