Insights - Video or Audio Projects (Beta)

In Insights, you can get detailed information about the performance of your annotation team as well as your dataset's health.

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The Insights tab is available for the following roles: Team Owners, Team Admins, and Project Admins.

Generate insights

To generate insights:

  1. Go to the Insights tab.
  2. Click Generate.

Refresh insights

Click Refresh to see the most up-to-date information.

Parameters for items

Measure (y-axis)

Parameter

  • Count (default parameter)
  • Instance Count
  • Keyframe Count
  • Video Duration
  • Annotation Time
  • QA Time
  • Admin Time
  • Total Time

Formula

  • Sum
  • Mean
  • Median
  • Max
  • Min

Breakdown (x-axis)

  • None
  • Status (default parameter)
  • Folder Name
  • Approval Status
  • Annotator Name
  • QA Name
  • Admin Name
  • Annotation Date
  • QA Date
  • Last Action Date
  • Instance Count
  • Keyframe Count

Parameters for instances

Measure (y-axis)

Parameter

  • Count (default parameter)
  • Instance Duration

Formula

  • Sum
  • Mean
  • Median
  • Max
  • Min

Breakdown (x-axis)

  • None
  • Instance Type
  • Class Name (default parameter)
  • Created At
  • Creator Name
  • Creator Role
  • Updated At
  • Updater Name
  • Updater Role

Filters for items and instances

FilterDescription
Item β†’ StatusUsers can select all or multi-select any of the statuses (Not Started, In Progress, Quality Check, Returned, Completed, Skipped)
Item β†’ FolderUsers can select all or multi-select any of the folders
Item β†’ Approval StatusUsers can select all or multi-select any of the approval statuses (Approved, Disapproved, None)
Item β†’ AnnotatorUsers can select all or multi-select any of the annotators
Item β†’ QAUsers can select all or multi-select any of the QAs
Item β†’ AdminUsers can select all or multi-select any of the Admins
Item β†’ Annotation Date Users can select a date range by providing From and To dates.
In case only the From date is provided, then all the items that have been annotated since the From date should be shown.
* In case only the To date is provided, then all the items that have been annotated since the project start till the To date should be shown.
Item β†’ QA Date Users can select a date range by providing From and To dates.
In case only the From date is provided, then all the items that have been reviewed by the QA since the From date should be shown.
* In case only the To date is provided, then all the items that have been reviewed by the QA since the project start till the To date should be shown.
Item β†’ Last Action Date Users can select a date range by providing From and To dates.
In case only the From date is provided, then all the items that have a last action date since the From date should be shown.
* In case only the To date is provided, then all the items that have a last action date since the project start till the To date should be shown.
Item β†’ Instance CountUsers can select one of the logical operators (equal, not equal, greater than, less than) and provide a number.
Item β†’ Keyframe CountUsers should be able to select one of the logical operators (equal, not equal, greater than, less than) and provide a number.
Item β†’ Video DurationUsers should be able to select one of the logical operators (equal, not equal, greater than, less than) and provide a number.
Instance β†’ Instance TypeUsers can select all or multi-select any of the annotation types (Polyline, Polygon, Bounding Box, Point, Event, Tag).
Instance β†’ Class NameUsers can select all or multi-select any of the classes in the project.
Instance β†’ Created At Users can select a date range by providing From and To dates.
In case only the From date is provided, then all the items that have instances which were created since the From date should be shown.
* In case only the To date is provided, then all the items that have instances which were created since the project start till the To date should be shown.
Instance β†’ Created ByUsers can select all or multi-select any of the names of the instance creators.
Instance β†’ Creator RoleUsers can select all or multi-select any of the roles of the instance creators (Annotator, QA, Admin).
Instance β†’ Updated At Users can select a date range by providing the From and To dates.
In case only the From date is provided, then all the items that have instances which were updated since the From date should be shown.
* In case only the To date is provided, then all the items that have instances which were updated since the project start till the To date should be shown.
Instance β†’ Updated ByUsers can select all or multi-select any of the names of instance updaters.
Instance β†’ Updater RoleUsers can select all or multi-select any of the roles of instance updaters (Annotator, QA, Admin).

Chart types

  • Bar chart (default chart type)
  • Stacked bar chart (available only if a comparison is selected)
  • Horizontal bar chart
  • Stacked horizontal bar chart (available only if a comparison is selected)
  • Line chart

Bin size

The bin size can be:

  • Hour (available only for instance type graphs)
  • Day (default bin size)
  • Week
  • Month

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This filter is only available if one of the following breakdown parameters is selected:

  • For items: Annotation date, QA date, or Last action date.
  • For instances: Created At or Updated At.

Compare by

You can compare items and instances in the chart. You need to select a breakdown parameter to be able to compare.

You can compare items by:

  • Status
  • Folder name
  • Approval status
  • Annotator name
  • Admin name
  • QA name
  • Instance count
  • Keyframe count

You can compare instances by:

  • Class name
  • Instance type
  • Creator name
  • Creator role
  • Updater name
  • Updater role

Download data

To download your data, click the download button in the top right corner. The download file is a CSV file which consists of a table with 2 columns if no comparison is selected.

  • Column 1: Breakdown parameter
  • Column 2: Calculation parameter + calculation method

The number of rows is equal to the count of breakdown parameters for each item/instance.

If you have a comparison parameter selected, the downloaded CSV file is a matrix where the rows represent the breakdown parameters and the columns represent the comparison parameters.

The data in each cell of a matrix represents the calculation parameter + the calculation method for each item/instance group of the (breakdown + comparison) parameter.