Make data analysis engaging this Valentine’s Day with this no-prep two-way tables worksheet designed for 8th grade math students. Using a fun Valentine’s Day context, students practice completing, interpreting, and analyzing two-way tables, while building a strong foundation in statistics and probability. Students will work with real-world data related to Valentine’s Day preferences, calculate totals, determine relative frequencies, and answer probability-based questions. This worksheet ba