Census — State Distribution Density
Density plot of a Census metric distribution across US states.
Template details
- census
- density
- distribution
- states
When to use this template
A density plot reveals the underlying shape and concentration of a continuous variable across a population of entities. Analysts use it to identify common ranges, detect skewness, multimodality, or unusual clusters within a distribution, providing insights into the typical and atypical values of a metric. It helps in understanding the spread and central tendency without being influenced by binning choices of a histogram.
- Single continuous numerical variable for distribution analysis.
- Categorical variable representing distinct entities for comparison.
- Datasets with at least 30-50 entities for meaningful density estimation.
- Data where understanding value concentration and spread is key.
- Time-series data, analyzed for distribution at specific points in time.
- Data where outliers or multiple peaks in distribution are suspected.