Inferential Analysis - Mobile Phones & Car Accidents

Conducting an inferential analysis to determine whether there is a statistically significant link between smartphone usage and the observed increase in the number of traffic accidents in the United States.

About Project

Relationship between car accident trends and smartphone adoption in the United States were explored with focus on the period surrounding the introduction of smartphones in 2011. Project employs statistical methods, visualizations, and hypothesis testing to evaluate the impact of smartphone adoption on accident rates.

Project was executed in following stages

  • Importing Data and Liabraries

  • Data Preparation

  • Plotting the Data

  • Hypothesis Testing

    • ANOVA(Analysis of Variance)

    • HSD (Tukey's Honestly Significant Difference) Test

    • Regression Discontinuity (RD) Analysis

  • Conclusion

Project was executed in following stages

  • Importing Data and Liabraries

  • Data Preparation

  • Plotting the Data

  • Hypothesis Testing

    • ANOVA(Analysis of Variance)

    • HSD (Tukey's Honestly Significant Difference) Test

    • Regression Discontinuity (RD) Analysis

  • Conclusion

Project was executed in following stages

  • Importing Data and Liabraries

  • Data Preparation

  • Plotting the Data

  • Hypothesis Testing

    • ANOVA(Analysis of Variance)

    • HSD (Tukey's Honestly Significant Difference) Test

    • Regression Discontinuity (RD) Analysis

  • Conclusion

Project was executed in following stages

  • Importing Data and Liabraries

  • Data Preparation

  • Plotting the Data

  • Hypothesis Testing

    • ANOVA(Analysis of Variance)

    • HSD (Tukey's Honestly Significant Difference) Test

    • Regression Discontinuity (RD) Analysis

  • Conclusion

"Seasonal factors significantly affect accident rates, particularly in Fall and Winter, while it remains inconclusive whether smartphones alone have substantially impacted road safety. The study underscores the complex web of variables, including weather and societal factors, and emphasizes the need for ongoing research to understand the evolving influence of smartphone technology on road safety"

Waqas Ahmad – Data Analyst

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©2023 Designed by Waqas Ahmad

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©2023 Designed by Waqas Ahmad

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