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Python Libraries such as Pandas, Numpy, Matplotlib, Plotly etc to perform exploratory analysis.

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Data-Analysis-With-Python

  • Used Python Libraries such as Pandas, Numpy, Matplotlib, Plotly etc to perform exploratory analysis.
  • Different domains data sets such as Covid 19, IMDB ratings, Whatsapp chats, Health Care, Population.
  • In all these projects I have used these below steps:
    1. Data Collection - Kaggle, Databases and Scraping
    2. Data Modelling - Data Warehousing using pandas, creation of starschemas
    3. Data Cleaning - Python Pandas, Strings Cleaning using regex patterns,
    4. Analyze & Visualize - Univariate, Bivariate Analysis and finding insights by plotting graphs such as tree maps, choropleth, bar graph etc
    5. Dashboards and Reports - Providing solutions after finding insights in form of reports and dashboards

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Python Libraries such as Pandas, Numpy, Matplotlib, Plotly etc to perform exploratory analysis.

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