{"id":20430665,"url":"https://github.com/ashishsingh789/traffic_accident_analysis","last_synced_at":"2026-04-11T11:35:18.349Z","repository":{"id":258524822,"uuid":"866135320","full_name":"AshishSingh789/Traffic_Accident_Analysis","owner":"AshishSingh789","description":"Analyzed traffic accident data to identify patterns related to road conditions, weather, and time of day. 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The analysis aims to visualize accident hotspots and contributing factors.\n\n# Task Description\n\nThe objective of this task was to analyze traffic accident data to uncover insights about accidents over the years and to visualize various factors influencing road safety.\n\n# Key Visualizations\n\nHeatmap of Accidents Across States/UTs By Months:\n\n Visualized the distribution of accidents across different states and union territories over the months.\n\n# Total Accidents Over the Years (2001-2014):\n\nCreated a line plot to show trends in total accidents over the years from 2001 to 2014.\n\n# Night vs. Day Accidents:\n\nUsed seaborn bar plots to compare the number of accidents occurring during the night and day.\nTotal of Night and Day Accidents by State:\n\nVisualized the total number of accidents categorized by night and day for each state.\nComparison of Night and Day Accidents by State:\n\n# Presented a bar plot comparing night and day accidents across different states to highlight patterns in road safety.\n\n# Libraries Used\nPandas\nMatplotlib\nSeaborn\nNumPy\n\n# Conclusion\nThis analysis provides valuable insights into traffic accidents and can assist policymakers and researchers in enhancing road safety measures.\n\n# Glimps Of Data Analysis and Visualisation\n\n\n\n\n![Total_Accidents_Over_Years](https://github.com/user-attachments/assets/c827e956-c067-4d6a-954f-3a810553188b)\n\n\n![Total_of_Night_and_Day_Accidents_by_State](https://github.com/user-attachments/assets/91d90389-648c-4d7d-aebf-d624c785c76e)\n\n![Accidents_States_Months_Heatmap](https://github.com/user-attachments/assets/fd0c8f43-888e-4440-a34f-70aabb45e701)\n\n\n![Comparison_of_Night_and_Day_Accidents_by_State](https://github.com/user-attachments/assets/007cab3d-671a-450d-bc0a-3bbb42d40564)\n\n\n![Night_vs_Day_Accidents](https://github.com/user-attachments/assets/8c8231fa-4cec-45a5-9f94-8779c2ed7947)\n\n\n![Total Accidents By States](https://github.com/user-attachments/assets/c89df8f2-e7be-4101-893a-71437b880f04)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fashishsingh789%2Ftraffic_accident_analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fashishsingh789%2Ftraffic_accident_analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fashishsingh789%2Ftraffic_accident_analysis/lists"}