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COVID-19

Using COVID-19 Datasets From Johns Hopkins University Repository i did some analytics and visualisation which includes the following

  • Grouping and Merging Data By Country instead of Province/State
  • Visualizing Egypt's Confirmed Cases Progress and Making a Predictive Model For The Next 3 Days as an Exponential Growth Image
  • Visualizing Boxblots of Total Confirmed, Recovered, Deaths & Active Cases World Wide Image
  • Visualizing China's, Italy's, Iran's, Spain's & USA's Confirmed Cases Progress Image
  • Calculating Similarities Between Total Confirmed, Recovered, Deaths & Active Cases Using Different Methods (Euclidean, Manhattan, Supermum) Image
  • Calculating Skewness of Total Confirmed, Recovered, Deaths & Active Cases Data Image Image
  • Calculating Correlation Between Total Confirmed, Recovered, Deaths & Active Cases Using Different Methods (Pearson, Kendall, Spearman) Image

Used Python with

  • Pandas to Import & Manipulate the Data
  • Matplotlib to Visualize the Data
  • Scipy to Make Predictive Model

Mohamed Ramadan's Projects

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