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Short note on Statistical Graphics
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Statistical graphics:

A statistical graphic is data presented in a graphical format.

A well designed statistical graphic also refered to as chart or graph.

Use of statistical graphics

  • Reserve for material that is rich, complex or difficult.
  • Data Presentation
  • Emphasize the data
  • Minimize non data elements
  • Minimize redundant data
  • Fill the graph's available area with data.
  • Show data variation
  • Provide proper context for datà interpretation

Scales and shading

  • Place ticks to marks scales on the outside edge of each axis.
  • Employ a linear scale.
  • Mark scales at standard or customary intervals
  • Start a numeric scale at zero.
  • Display only a single scale on axis.
  • Provide scaling consistency
  • Consider duplicate axis for large scale data.
  • Proportion
  • Lines
  • Labeling
  • Title
  • Interpretation of numbers

Types of statistical graphs

(1) Curve and line graphs

(2) Single graph

  • Four or five maximum
  • Label identification
  • Legend
  • Tightly packed curves
  • Important or critical data
  • Comparing actual and projected data
  • Data differences

(3) Surface charts

  • Ordering
  • Coding schemes
  • Labels

(4) Scatter plots

  • Two dimensions
  • Consistent intervals
  • Multiple data sets
  • Significant points

(5) Bar Graph

  • Consistent orientation
  • Meaningful organization
  • Bar spacing
  • Differentiation
  • Important or critical data
  • Related bar ordering
  • Reference index
  • Labeling

(6) Segmented or stacked bars

  • Data category ordering
  • Large segments
  • Coding schemes
  • Labeling

(7) Flow charts

  • Order of stps
  • Orientation
  • Coding conventions
  • Arrows
  • Highlighting
  • One decision at each step
  • Consistently order and word all choices
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