ADS Capstone Chronicles Revised

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‭Figure‬‭4.2‬‭illustrates‬‭the‬‭distribution‬‭of‬‭accident‬ ‭counts‬ ‭based‬ ‭on‬ ‭the‬ ‭“Direction”‬ ‭variable.‬ ‭The‬ ‭chart‬ ‭visually‬ ‭represents‬ ‭how‬ ‭accidents‬ ‭are‬ ‭distributed‬ ‭across‬ ‭different‬ ‭directions,‬ ‭highlighting‬ ‭the‬ ‭frequency‬ ‭of‬ ‭occurrences‬ ‭in‬

‭each‬ ‭category.‬ ‭This‬ ‭distribution‬ ‭helps‬ ‭to‬ ‭understand‬ ‭whether‬ ‭certain‬ ‭directions‬ ‭(e.g.,‬ ‭North,‬ ‭South,‬ ‭East,‬ ‭West)‬ ‭are‬ ‭more‬ ‭prone‬ ‭to‬ ‭accidents,‬ ‭offering‬ ‭valuable‬ ‭insights‬ ‭for‬ ‭safety‬ ‭measures and traffic management in the region.‬

‭Figure 4.2‬ ‭Distribution of Counts for Direction‬

‭Figure‬ ‭4.3‬ ‭displays‬ ‭the‬ ‭distribution‬ ‭of‬ ‭accident‬ ‭occurrences‬‭based‬‭on‬‭various‬‭weather‬‭conditions,‬ ‭with‬ ‭the‬ ‭majority‬ ‭of‬ ‭incidents‬ ‭reported‬ ‭under‬ ‭“Clear”‬ ‭weather‬ ‭conditions,‬ ‭followed‬ ‭by‬ ‭“Cloudy” and “Rainy” conditions.‬

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