This reusable D3 scatter plot framework visualizes COVID-19 deaths in the United States over time, using data from the NY Times rolling-averages dataset. Built with D3 v6.7.0, it employs `scaleTime`, `scaleLinear`, `axisLeft`, and `axisBottom` to render circles for each data point, with dual time-based axis formats showing months and years. The chart includes custom text annotations for the title, source, and a vaccination threshold marker. A separate `data.csv` file demonstrates the framework's flexibility with population data from multiple countries.