- Functionality and efficiency of the code and a chosen method (i.e. Python, R, Tableau, SAS, Microsoft BI, etc.)
- If the solution covers valid trends, data points and/or statistical analysis on given problem/dataset
- Relevance of data points and produced output w.r.t. data analysis, processing, probability and statistics
- Use of sane and relevant Graph/Chart (Pareto/Bar, Pie/Circle, Histogram, Dot Plot, Scatter, Line, Cosmographs, Area, Waterfall, Radar, Bubble, etc)
- Use of Maps/Visualization (Comparisons, Proportions, Relationships, Hierarchy, Distribution, Movement/Flow, Pattern, Geographical, Vector, Heat, etc) wherever required.