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Comparing GPA between Students with Online and Traditional Education

I would like you to formulate one research question and one null hypothesis. Also analyze the data to answer the research question and test the hypothesis

Based on the data, we can formulate the following research question and null hypothesis:
Research Question: Is there a significant difference in GPA between students who pursued their education online and those who pursued it traditionally?
Null Hypothesis: There is no significant difference in GPA between students who pursued their education online and those who pursued it traditionally.
Next, we'll perform an analysis to answer the research question and test the hypothesis.

Research Question and Hypothesis Analysis Summary

  • Research Question: Is there a significant difference in GPA between students who pursued their education online and those who pursued it traditionally?
  • Null Hypothesis: There is no significant difference in GPA between students who pursued their education online and those who pursued it traditionally.

Analysis Outcome

  • T-statistic: 5.000
  • P-value: 0.00105

Conclusion

  • The p-value is significantly low (less than 0.05), indicating strong evidence against the null hypothesis. Therefore, we reject the null hypothesis and conclude that there is a significant difference in GPA between students who pursued their education online and those who pursued it traditionally.

Visualize this for me

Research Question and Hypothesis Analysis Summary

  • Research Question: Is there a significant difference in GPA between students who pursued their education online and those who pursued it traditionally?
  • Null Hypothesis: There is no significant difference in GPA between students who pursued their education online and those who pursued it traditionally.

Analysis Outcome

  • T-statistic: 5.000
  • P-value: 0.00105

Conclusion

  • The p-value is significantly low (less than 0.05), indicating strong evidence against the null hypothesis. Therefore, we reject the null hypothesis and conclude that there is a significant difference in GPA between students who pursued their education online and those who pursued it traditionally.

Visualization

A bar chart visualizing the average GPA for each education type (Online and Traditional) was created, highlighting the significant difference in GPA favoring online education.

Continue the analysis

We've completed the analysis, tested the hypothesis, and visualized the results. If you have another specific aspect of the data you'd like to explore or another question in mind, please let us know!

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