Choosing Kibana Lens vs. Custom Vega for Fast Data Exploration
Learn when Kibana Lens gives you instant, code‑free visualizations and when to switch to custom Vega for advanced calculations.
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kibanaKibana Lens: inspect the query before you trust the chart
Kibana Lens turns drag-and-drop charts into Elasticsearch DSL. Learn a practical verification workflow, sampling limits, and when another editor is the better choice.
elasticsearchKibana Lens: When Drag-and-Drop Beats Writing Queries by Hand
Kibana Lens turns most everyday chart-building into a drag-and-drop task. Here's how it works, a concrete error-rate example, and where it falls short.
Diagnosing Kibana Lens Visualization Rendering Failures in Elastic Stack 8.x
Learn how to identify why a Lens visualization shows blank or 'No data to display' and follow ordered checks to resolve index pattern, permission, or saved object issues.
Create a Bar Chart in Kibana Lens from an Elasticsearch Index Pattern
Learn how to build a bar chart in Kibana Lens from an Elasticsearch index pattern, with step‑by‑step steps, limits, and common pitfalls.
Lens visualization index pattern reference handling after index pattern rename in Kibana 8.x
When an index pattern is renamed in Kibana Management > Index Patterns, Lens visualizations that reference the original pattern should continue to display data without manual intervention. Currently, Lens visualizations retain the original index pattern identifier and require the user to open each visualization and update the index pattern reference manua