Vega-Lite Layered Dual Axis

A layered chart with a bar mark on the left axis and a line mark on the right axis sharing the same x — the canonical 'orders + conversion-rate' executive view. Vega-Lite produces this by layering two specs and using `resolve: { scale: { y: 'independent' } }` so each layer keeps

Template details

  • chart
  • composed
  • bar
  • line
  • dual-axis
  • vega
  • vega-lite

When to use this template

This visualization is ideal for understanding the relationship between two distinct metrics that share a common dimension, such as time or category, but operate on vastly different scales or units. It allows an analyst to quickly identify co-movement, divergences, or leading/lagging indicators between the two trends, making it easier to spot correlations or causal links and inform strategic decisions.

  • Comparing two quantitative measures
  • Data with a single shared temporal or categorical dimension
  • Metrics having disparate units or magnitudes
  • Analyzing trends over time for two related variables
  • Identifying correlations between a count and a rate/percentage
  • Datasets where both measures are available for each data point

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