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Web Scrapping and Exploratory Data Analysis using Beautiful Soup and Plotly on Indian Demographics.

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Analytics Project on Indian Demographics

Performed Web-Scrapping and Data Visualization on Indian Demographics using Beautiful Soup and Plotly.

Process

  1. Data Gathering: Scrapped data(tables) from the website.
  2. Data Cleaning: Cleaned the tables in perspective with missing values, column names, outliers.
  3. Exploratory Data Analysis: Created interactive offline visualizations using Ploty.
  4. Inferential Statistics: Drew conclusions from the data.

Tools

  • Python
  • Beautiful Soup
  • Plotyly
  • Pandas
  • Numpy

Sample Visuals and Plots

Refer the Code File for the entire project.

  • Life Expectancy in Years life

  • Rural and Urban Population by States rural

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Web Scrapping and Exploratory Data Analysis using Beautiful Soup and Plotly on Indian Demographics.

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