1. Measures of central tendency in exam scores
2. Dispersion analysis using range and IQR
3. Skewness and kurtosis in income distribution
4. Box plot comparison of multiple datasets
5. Histogram with normal curve overlay
6. Stem-and-leaf plot for small datasets
7. Frequency distribution table construction
8. Cumulative frequency and ogive curve
9. Mean vs. median in skewed data
10. Mode identification in multimodal data
11. Variance and standard deviation calculation
12. Coefficient of variation for comparability
13. Z-score standardization of test results
14. Percentile rank computation
15. Quartile deviation analysis
16. Five-number summary visualization
17. Outlier detection using IQR method
18. Winsorized mean for robust statistics
19. Trimmed mean vs. arithmetic mean
20. Geometric mean in growth rates
21. Harmonic mean in parallel rates
22. Weighted mean in graded assignments
23. Gini coefficient for inequality
24. Lorenz curve plotting
25. Entropy measure in information data
26. Descriptive stats for survey responses
27. Categorical data frequency tables
28. Pie chart for market share
29. Bar chart for nominal data comparison
30. Stacked bar chart for subgroup analysis
31. Grouped bar chart for multiple categories
32. Pareto chart for defect analysis
33. Dot plot for small sample comparison
34. Heatmap for correlation matrix
35. Violin plot vs. box plot
36. Ridgeline plot for distribution shifts
37. Beeswarm plot to avoid overplotting
38. Strip plot with jitter
39. Scatter plot with trend line
40. Bubble chart with three variables
41. Hexbin plot for dense scatter data
42. Contour plot for 3D data projection
43. Density plot with kernel smoothing
44. ECDF (empirical cumulative distribution function)
45. QQ plot for normality testing
46. PP plot comparison
47. Time series line plot with annotations
48. Area chart for cumulative totals
49. Step plot for discrete changes
50. Seasonal decomposition plot
51. Autocorrelation function (ACF) plot
52. Partial autocorrelation (PACF) plot
53. Polar area chart for cyclical data
54. Radar chart for multi-attribute comparison
55. Sunburst chart for hierarchical data
56. Treemap for proportional data
57. Sankey diagram for flow analysis
58. Chord diagram for relationship networks
59. Network graph with node sizing
60. Force-directed graph layout
61. Word cloud from text frequency
62. Lollipop chart for ranked data
63. Bullet chart for performance metrics
64. Gauge chart for KPI tracking
65. Funnel chart for conversion rates
66. Waterfall chart for cumulative effects
67. Gantt chart for project timelines
68. Calendar heatmap for daily patterns
69. Mosaic plot for contingency tables
70. Parallel coordinates plot
71. Andrews curves for multivariate data
72. Star plot for multidimensional comparison
73. Chernoff faces for multivariate visualization
74. Small multiples for subgroup trends
75. Facet grid in seaborn
76. Trellis plot for conditional relationships
77. Pair plot for variable correlations
78. Joint plot with marginal distributions
79. Regression plot with confidence interval
80. Residual plot analysis
81. Leverage plot in regression diagnostics
82. Influence plot for outlier detection
83. 3D scatter plot with rotation
84. Surface plot for response surfaces
85. Wireframe plot in 3D
86. Interactive dashboard with Plotly
87. Animated transition in time series
88. Geospatial choropleth map
89. Bubble map with size and color
90. Heatmap overlay on geographic data
91. Cartogram for distorted area representation
92. Flow map for migration patterns
93. Proportional symbol map
94. Dasymetric map with ancillary data
95. Isoline map for continuous data
96. Dot density map for population
97. Bivariate choropleth map
98. Value-by-alpha map
99. Interactive slider for time animation
100. Brushing and linking in visualizations