/accident-suicide-analysis

Primary LanguageJupyter NotebookMIT LicenseMIT

accident-suicide-analysis

  • In this project we have performed analysis on the accidental deaths and suicide data for India

  • Few of the topics covered are:

    • Analysing suicide numbers for literacy groups to find which groups are more vulnerable.
    • Analysing suicides based on profession.
    • Analysing causes of suicide to find out leading causes of suicide.
    • Analysing different means by which suicide happens.
    • Analysing suicides based on economic status of the people.
    • Analysing suicides based on the social status of people
    • Analysing overall trend of the suicides.
    • Analysing overall trend of the accidental deaths.

  • For this purpose, we have used data of Accidental Deaths and Suicides in India(ADSI) published by National Crime Records Bureau(NCRB)

  • Steps involved:

    • Preprocessing: Raw data was obtained from various sources like Excel Files, PDFs, etc. All the files were converted to csv files for analysis
    • Data Cleaning: Different file had different headers and formats, they are modified to have uniform rows and columns
    • Analysis: After preprocessing and cleaning, we performed analysis step

  • Results:

    • Detailed results of the analysis can be found in the following files:
      • suicide analysis.ipynb
      • Accidents data analysis gender-wise.ipynb