Compare Box Plots: Different # of N?

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  • Thread starter Thread starter schrodingerscat11
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SUMMARY

Comparing box plots with different sample sizes (n) is acceptable, particularly when authors use varying box widths to represent these differences. This visual distinction aids in understanding the underlying data distributions. However, caution is advised as unequal sample sizes can influence the interpretation of statistical significance and variability. Proper context and explanation are essential when presenting such comparisons.

PREREQUISITES
  • Understanding of box plot construction and interpretation
  • Familiarity with statistical significance concepts
  • Knowledge of data visualization best practices
  • Experience with statistical software tools like R or Python for creating box plots
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  • Research the impact of sample size on statistical analysis
  • Learn how to create box plots in R using ggplot2
  • Explore techniques for visualizing data distributions with varying sample sizes
  • Study the principles of effective data visualization to enhance clarity in presentations
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Data analysts, statisticians, researchers, and anyone involved in data visualization and interpretation will benefit from this discussion.

schrodingerscat11
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Is it okay to compare box plots with different number of data (number of n)? Thank you very much.
 
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Some authors use boxes of varying width to illustrate the difference in sample sizes.
 

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