you will need to interpret the output that you obtained from your data analysis. Specifically,

1. you need to discuss what the data analysis findings mean in relation to your research questions and hypotheses, 2. what actions should be taken as a result.

3. Provide a narrative that discusses the key insights from your data analysis findings 4. highlights the limitations of your analysis. Limitations should pertain to weaknesses in your design and limits on your ability to make conclusions. For example, if you are not able to determine cause and effect, that would be a limitation. If your dataset is small, that would be another limitation.

Below is the problem statement and findings Problem Statement: Determine if the number of video game visits and/or the amount of visit time differs based on the type of player (police officer or thief) and advertising period (advertising period or no advertising period). Hypotheses: Hull Hypothesis (H0): There is no difference in the number of video game visits or visit time between police officers and thieves, regardless of advertising period. Alternative Hypothesis (H1): There is a difference in the number of video game visits or visit time between police officers and thieves, depending on the advertising period. Findings: If assumptions are met, independent samples t-tests can be conducted for each independent variable (type of player and advertising period). If assumptions are not met, alternative non-parametric tests may be considered.