This includes information about what probability means in the statistical world.

project 1: Bodyfat data analysis

This report visualizes suicide data in New Zealand for 2023 using choropleth maps to highlight spatial variations across districts. Leveraging R and the ggplot2 package, the study processes and cleans data from official sources, addressing missing and anomalous values to ensure accuracy. Two maps are generated: one depicting the absolute number of suicides and another illustrating suicide rates per 100,000 population. The visualizations reveal significant disparities between regions, identifying high-risk districts that require targeted intervention. These insights aim to inform public health strategies and policy-making to effectively address and mitigate suicide rates across New Zealand.

This document presents an analysis of stock price trends and volatility for major technology companies (Apple, Microsoft, Amazon, Google, and Meta). Using Yahoo Finance data, the report identifies key performance patterns and insights to aid investment decisions.

Codecademy R Capstone Project