---
title: visualization (latest version)
description: API reference for qiskit_ibm_runtime.visualization in the latest version of qiskit-ibm-runtime
source: https://eu-de.quantum.cloud.ibm.com/docs/en/api/qiskit-ibm-runtime/visualization
---

# Visualization

`qiskit_ibm_runtime.visualization`

A suite of functions for visualizing qiskit-ibm-runtime’s objects.

## Functions

|                                                                                                                                                                           |                                                                                                                                                                                 |
| ------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| [`draw_chunk_timings`](/docs/api/qiskit-ibm-runtime/visualization-draw-chunk-timings "qiskit_ibm_runtime.visualization.draw_chunk_timings")                               | Draw one or more [`ChunkTiming`](/docs/api/qiskit-ibm-runtime/results-chunk-timing "qiskit_ibm_runtime.results.ChunkTiming") on a bar plot.                                     |
| [`draw_execution_spans`](/docs/api/qiskit-ibm-runtime/visualization-draw-execution-spans "qiskit_ibm_runtime.visualization.draw_execution_spans")                         | Draw one or more [`ExecutionSpans`](/docs/api/qiskit-ibm-runtime/execution-span-execution-spans "qiskit_ibm_runtime.execution_span.ExecutionSpans") on a bar plot.              |
| [`draw_layer_error_map`](/docs/api/qiskit-ibm-runtime/visualization-draw-layer-error-map "qiskit_ibm_runtime.visualization.draw_layer_error_map")                         | Draw a map view of a [`LayerError`](/docs/api/qiskit-ibm-runtime/results-layer-error "qiskit_ibm_runtime.results.LayerError").                                                  |
| [`draw_layer_errors_swarm`](/docs/api/qiskit-ibm-runtime/visualization-draw-layer-errors-swarm "qiskit_ibm_runtime.visualization.draw_layer_errors_swarm")                | Draw a swarm plot for the given list of layer errors.                                                                                                                           |
| [`draw_zne_evs`](/docs/api/qiskit-ibm-runtime/visualization-draw-zne-evs "qiskit_ibm_runtime.visualization.draw_zne_evs")                                                 | Plot the zero noise extrapolation data in an [`EstimatorPubResult`](/docs/api/qiskit-ibm-runtime/results-estimator-pub-result "qiskit_ibm_runtime.results.EstimatorPubResult"). |
| [`draw_zne_extrapolators`](/docs/api/qiskit-ibm-runtime/visualization-draw-zne-extrapolators "qiskit_ibm_runtime.visualization.draw_zne_extrapolators")                   | Plot the zero noise extrapolation data in an [`EstimatorPubResult`](/docs/api/qiskit-ibm-runtime/results-estimator-pub-result "qiskit_ibm_runtime.results.EstimatorPubResult"). |
| [`draw_circuit_schedule_timing`](/docs/api/qiskit-ibm-runtime/visualization-draw-circuit-schedule-timing "qiskit_ibm_runtime.visualization.draw_circuit_schedule_timing") | Draw a circuit schedule timing for `CircuitSchedule`.                                                                                                                           |