The open and composable observability and data visualization platform. Visualize metrics, logs, and traces from multiple sources like Prometheus, Loki, Elasticsearch, InfluxDB, Postgres and many more.
You can not select more than 25 topics Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
grafana/docs/sources/panels-visualizations/visualizations/heatmap/index.md

170 lines
6.4 KiB

---
aliases:
- ../../features/panels/heatmap/
- ../../visualizations/heatmap/
description: Configure options for Grafana's heatmap visualization
keywords:
- grafana
- heatmap
- panel
- documentation
Explicitly set all front matter labels in the source files (#71548) * Set every page to have defaults of 'Enterprise' and 'Open source' labels Signed-off-by: Jack Baldry <jack.baldry@grafana.com> * Set administration pages to have of 'Cloud', 'Enterprise', and 'Open source' labels Signed-off-by: Jack Baldry <jack.baldry@grafana.com> * Set administration/enterprise-licensing pages to have 'Enterprise' labels Signed-off-by: Jack Baldry <jack.baldry@grafana.com> * Set administration/organization-management pages to have 'Enterprise' and 'Open source' labels Signed-off-by: Jack Baldry <jack.baldry@grafana.com> * Set administration/provisioning pages to have 'Enterprise' and 'Open source' labels Signed-off-by: Jack Baldry <jack.baldry@grafana.com> * Set administration/recorded-queries pages to have labels cloud,enterprise * Set administration/roles-and-permissions/access-control pages to have labels cloud,enterprise Signed-off-by: Jack Baldry <jack.baldry@grafana.com> * Set administration/stats-and-license pages to have labels cloud,enterprise * Set alerting pages to have labels cloud,enterprise,oss * Set breaking-changes pages to have labels cloud,enterprise,oss * Set dashboards pages to have labels cloud,enterprise,oss * Set datasources pages to have labels cloud,enterprise,oss * Set explore pages to have labels cloud,enterprise,oss * Set fundamentals pages to have labels cloud,enterprise,oss * Set introduction/grafana-cloud pages to have labels cloud Signed-off-by: Jack Baldry <jack.baldry@grafana.com> * Fix introduction pages products Signed-off-by: Jack Baldry <jack.baldry@grafana.com> * Set panels-visualizations pages to have labels cloud,enterprise,oss * Set release-notes pages to have labels cloud,enterprise,oss * Set search pages to have labels cloud,enterprise,oss * Set setup-grafana/configure-security/audit-grafana pages to have labels cloud,enterprise Signed-off-by: Jack Baldry <jack.baldry@grafana.com> * Set setup-grafana/configure-security/configure-authentication pages to have labels cloud,enterprise,oss * Set setup-grafana/configure-security/configure-authentication/enhanced-ldap pages to have labels cloud,enterprise * Set setup-grafana/configure-security/configure-authentication/saml pages to have labels cloud,enterprise * Set setup-grafana/configure-security/configure-database-encryption/encrypt-secrets-using-hashicorp-key-vault pages to have labels cloud,enterprise * Set setup-grafana/configure-security/configure-request-security pages to have labels cloud,enterprise,oss Signed-off-by: Jack Baldry <jack.baldry@grafana.com> * Set setup-grafana/configure-security/configure-team-sync pages to have labels cloud,enterprise Signed-off-by: Jack Baldry <jack.baldry@grafana.com> * Set setup-grafana/configure-security/export-logs pages to have labels cloud,enterprise Signed-off-by: Jack Baldry <jack.baldry@grafana.com> * Set troubleshooting pages to have labels cloud,enterprise,oss * Set whatsnew pages to have labels cloud,enterprise,oss * Apply updated labels from review Co-authored-by: brendamuir <100768211+brendamuir@users.noreply.github.com> Co-authored-by: Isabel <76437239+imatwawana@users.noreply.github.com> --------- Signed-off-by: Jack Baldry <jack.baldry@grafana.com> Co-authored-by: brendamuir <100768211+brendamuir@users.noreply.github.com> Co-authored-by: Isabel <76437239+imatwawana@users.noreply.github.com>
2 years ago
labels:
products:
- cloud
- enterprise
- oss
title: Heatmap
weight: 100
refs:
introduction-to-histograms-and-heatmaps:
- pattern: /docs/grafana-cloud/
destination: /docs/grafana/<GRAFANA_VERSION>/fundamentals/intro-histograms/
---
# Heatmap
Heatmaps allow you to view [histograms](https://grafana.com/docs/grafana/latest/panels-visualizations/visualizations/histogram/) over time. While histograms display the data distribution that falls in a specific value range, heatmaps allow you to identify patterns in the histogram data distribution over time. For more information about heatmaps, refer to [Introduction to histograms and heatmaps](https://grafana.com/docs/grafana/latest/fundamentals/intro-histograms/).
For example, if you want to understand the temperature changes for the past few years, you can use a heatmap visualization to identify trends in your data:
{{< figure src="/static/img/docs/heatmap-panel/temperature_heatmap.png" max-width="1025px" alt="A heatmap visualization showing the random walk distribution over time" >}}
{{< docs/play title="Grafana Heatmaps" url="https://play.grafana.org/d/heatmap-calculate-log/" >}}
You can use a heatmap visualization if you need to:
- Visualize a large density of your data distribution.
- Condense large amounts of data through various color schemes that are easier to interpret.
- Identify any outliers in your data distribution.
- Provide statistical analysis to see how values or trends change over time.
## Configure a heatmap visualization
Once you’ve created a [dashboard](https://grafana.com/docs/grafana/<GRAFANA_VERSION>/dashboards/build-dashboards/create-dashboard/), the following video shows you how to configure a heatmap visualization:
{{< youtube id="SGWBzQ54koE" >}}
## Supported data formats
Heatmaps support time series data.
### Example
The table below is a simplified output of random walk distribution over time:
| Time | Walking (km) |
| ------------------- | ------------ |
| 2023-06-25 21:13:09 | 10 |
| 2023-08-25 21:13:10 | 8 |
| 2023-08-30 21:13:10 | 10 |
| 2023-10-08 21:13:11 | 12 |
| 2023-12-25 21:13:11 | 14 |
| 2024-01-05 21:13:12 | 13 |
| 2024-02-22 21:13:13 | 10 |
The data is converted as follows:
{{< figure src="/static/img/docs/heatmap-panel/heatmap.png" max-width="1025px" alt="A heatmap visualization showing the random walk distribution over time" >}}
## Heatmap options
### Calculate from data
This setting determines if the data is already a calculated heatmap (from the data source/transformer), or one that should be calculated in the panel.
### X Bucket
This setting determines how the X-axis is split into buckets. You can specify a time interval in the **Size** input. For example, a time range of `1h` makes the cells 1-hour wide on the X-axis.
### Y Bucket
This setting determines how the Y-axis is split into buckets.
### Y Bucket scale
Select one of the following Y-axis value scales:
- **linear -** Linear scale.
- **log (base 2) -** Logarithmic scale with base 2.
- **log (base 10) -** Logarithmic scale with base 10.
- **symlog -** Symlog scale.
## Y Axes
Defines how the Y axis is displayed
### Placement
- **Left** On the left
- **Right** On the right
- **Hidden** Hidden
### Unit
Unit configuration
### Decimals
This setting determines decimal configuration.
### Min/Max value
This setting configures the axis range.
### Axis width
This setting configures the width for the axis.
### Axis value
This setting configures the axis value.
### Reverse
When selected, the axis appears in reverse order.
{{< docs/shared lookup="visualizations/multiple-y-axes.md" source="grafana" version="<GRAFANA_VERSION>" leveloffset="+2" >}}
## Colors
The color spectrum controls the mapping between value count (in each bucket) and the color assigned to each bucket. The leftmost color on the spectrum represents the minimum count and the color on the right most side represents the maximum count. Some color schemes are automatically inverted when using the light theme.
You can also change the color mode to Opacity. In this case, the color will not change but the amount of opacity will change with the bucket count
- **Mode**
- **Scheme -** Bucket value represented by cell color.
- **Scheme -** If the mode is **scheme**, then select a color scheme.
- **opacity -** Bucket value represented by cell opacity. Opaque cell means maximum value.
- **Color -** Cell base color.
- **Scale -** Scale for mapping bucket values to the opacity.
- **linear -** Linear scale. Bucket value maps linearly to the opacity.
- **sqrt -** Power scale. Cell opacity calculated as `value ^ k`, where `k` is a configured **Exponent** value. If exponent is less than `1`, you will get a logarithmic scale. If exponent is greater than `1`, you will get an exponential scale. In case of `1`, scale will be the same as linear.
- **Exponent -** value of the exponent, greater than `0`.
### Start/end color from value
By default, Grafana calculates cell colors based on minimum and maximum bucket values. With Min and Max you can overwrite those values. Consider a bucket value as a Z-axis and Min and Max as Z-Min and Z-Max, respectively.
- **Start -** Minimum value using for cell color calculation. If the bucket value is less than Min, then it is mapped to the "minimum" color. The series min value is the default value.
- **End -** Maximum value using for cell color calculation. If the bucket value is greater than Max, then it is mapped to the "maximum" color. The series max value is the default value.
## Cell display
Use these settings to refine your visualization.
## Additional display options
### Tooltip
- **Show tooltip -** Show heatmap tooltip.
- **Show Histogram -** Show a Y-axis histogram on the tooltip. A histogram represents the distribution of the bucket values for a specific timestamp.
- **Show color scale -** Show a color scale on the tooltip. The color scale represents the mapping between bucket value and color. This option is configurable when you enable the `newVizTooltips` feature flag.
### Legend
Choose whether you want to display the heatmap legend on the visualization.
### Exemplars
Set the color used to show exemplar data.