This R notebook explores the world-wide Ozone levels found in the World Air Quality Data 2024 (Updated) dataset on kaggle.com. https://www.kaggle.com/datasets/kanchana1990/world-air-quality-data-2024-updated?select=world_air_quality.csv The focus is on performing spatial analysis with the data. I am by no means an air quality expert. However, it was interesting to find ways of creating spatial data from the base input text file and visualizing it in charts and maps.

This R notebook explores the Global Inflation dataset downloaded from Kaggle.com. https://www.kaggle.com/datasets/sazidthe1/global-inflation-data

This R notebook explores the World Data 2023 dataset downloaded from Kaggle.com. Global Country Information Dataset 2023 (kaggle.com) https://www.kaggle.com/datasets/nelgiriyewithana/countries-of-the-world-2023

This R notebook explores the Data Scientist salary dataset downloaded from Kaggle.com https://www.kaggle.com/datasets/henryshan/2023-data-scientists-salary

This R notebook explores the Retail Sales Data with Seasonal Trends & Marketing (kaggle.com). https://www.kaggle.com/datasets/abdullah0a/retail-sales-data-with-seasonal-trends-and-marketing/data

This R notebook explores child mortality by countries.

This publication shows how to create a bivariate map of median house value to income correlation.