pmasoka's avatar

Using the Covid19 Dataset, use python analyze the following using anaconda and Jupyter:

  1. Exploratory data analysis: Visualizing the data to get an understanding of its characteristics, such as the distribution of cases, deaths, and recoveries across different countries and regions (eg 10 Countries with confirmed cases in the World and in Africa, 10 Countries with confirmed deaths in the World and in Africa, 10 Countries with recoveries deaths in the World and in Africa, trend of cases against deaths, etc)
  2. Time series analysis: Analyse the temporal evolution of the pandemic, such as the daily or weekly number of cases, deaths, and recoveries. Plot Graphs
  3. Correlation analysis: Identify the relationships between different variables, such as the correlation between the number of cases and deaths. Plot Graphs
  4. Predictive modeling: Predict the number of cases, deaths, and recoveries in the future. Plot Graphs
  5. Classification: Predict the category of a given country or region based on its Covid19 statistics. Plot Graphs
  6. Clustering: Group countries or regions based on their Covid19 statistics, such as the number of cases, deaths, and recoveries. Plot Graphs
  7. Anomaly detection: Identify countries or regions that have significantly higher or lower Covid19 statistics than expected based on their population and other factors.
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