“…In these cases, the number of electrons in the valence shell explains similarities between these two elements. 10 Several studies have adopted targeted approaches to introduce the periodic table, for example, group learning, 12,13 crossword puzzles, 14,15 digital periodic tables, 16,17 descriptive approaches, 5 games, 18−23 toy bricks, 24−26 hands on activities, 27,28 and principal component analysis. 10,29,30 Data sets can be compared, represented, and visualized using boxplots.…”