For this analysis, we developed a statistical model for the global prediction of new COVID deaths for the top 10 countries based on the highest amount of deaths. A variety of supervised and unsupervised learning methods were used.

This R Markdown aims at predicting suicide rates or what indicates them through Linear Regression. It uses country level suicide rates data from the World Health Organization (WHO) and other country level indicators from The World Bank (WB) and The United Nations Development Program (UNDP), from 1985 to 2016. The data contains information on suicide rates per 100k population with respect to population age, sex, generation, country Gross Domestic Product (GDP), population size, and Human Development Index (HDI) country score.

All the data and plots represented are pulled from Yahoo Finance’s data for Bitcoin. From that pulled data is an analysis of the currency’s historical closing price data. This data is then run on a logarithmic scale to show the increasing trend of the currency against the United States Dollar. Lastly represented is the next year’s price forecast using Facebook, Inc. R prophet package. This model is then plotted in an interactive chart that gives actual vs. predicted with a 95% confidence interval. Lastly, this model performance is then analyzed in the last two plots.

This analysis studies stock data from the Dow Industrial Average (DIA), Apple Inc. (AAPL), Amazon Inc. (AMZZN), and Tesla Inc. (TSLA). This analysis focuses on that of the stock’s volatility, volatility in the correlation of news-impact, and then a simulation forecast of the stock’s continuing trading year.

This R Markdown gives an illustrated depiction of the current situation of the COVID-19 Coronavirus pandemic with that of the world and closer with the US. As the US leads in that of the country of the highest infection rates, we see that the current growth rate is increasingly surpassing that of what is statistically predicted.

Attached is an interactive world map that shows the current COVID19 confirmed cases for each country. The dropdown menu to the left gives several map options for viewing.