ADS Capstone Chronicles Revised

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‭Figure 4.3‬ ‭Distribution of Weather_Conditions‬

‭Figure‬‭4.4‬‭illustrates‬‭the‬‭distribution‬‭of‬‭accidents‬ ‭across‬ ‭different‬ ‭years.‬ ‭The‬ ‭data‬‭reveals‬‭trends‬‭in‬ ‭the‬‭frequency‬‭of‬‭accidents‬‭over‬‭time,‬‭highlighting‬ ‭any‬ ‭fluctuations‬ ‭in‬ ‭accident‬ ‭occurrences‬ ‭from‬ ‭year‬‭to‬‭year.‬‭Based‬‭on‬‭this‬‭chart,‬‭it‬‭was‬‭identified‬ ‭that the year 2023 is a partial year.‬

‭Figure‬ ‭4.5‬ ‭depicts‬ ‭the‬ ‭number‬ ‭of‬ ‭accidents‬ ‭per‬ ‭month‬‭per‬‭year.‬‭Upon‬‭further‬‭inspection‬‭of‬‭Figure‬ ‭4.5,‬ ‭it‬ ‭was‬ ‭identified‬ ‭that‬ ‭data‬ ‭for‬ ‭January‬ ‭and‬ ‭February‬‭of‬‭2016‬‭is‬‭missing‬‭from‬‭the‬‭dataset,‬‭and‬ ‭that‬‭2023‬‭only‬‭contains‬‭accident‬‭data‬‭for‬‭January‬ ‭- March.‬

‭Figure 4.4‬ ‭Distribution of Number of Accidents per Year‬

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