Student Performance Between Male & Female
A scatterplot compares male and female student performance by plotting math scores against writing scores, with gender encoded as color. The visualization reveals that males tend to score higher in math while females score higher in writing, highlighting a notable difference in achievement across subjects. Data comes from a CSV file on student performance, and the chart is built using vega-lite and D3 within a React framework. The code employs vega-lite's markCircle for plotting and encodes the parental level of education as a tooltip.
AI-generated descriptionA visualization of student performance based on background between male and female.
Are there any trends in male & female test score?
A visualization of student test scores based on background between male and female shows a significant trend. The data shows that there is a linear trend between the two. The odd trend is the data between male and female shows a difference in magnitude. Males are shown to have higher math scores than females. Females are shown to have higher writing and reading scores than males. 2 outliars are shown as female with parents with high school experience and the other with parents with some high school experience. Students with parents that did not finish a college degree showed very low scores. Students with parents that had some college had higher test scores. Additional analysis is needed to view if there is any bias in the data between male and female.