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Connecting to Data · Legacy self-service product

Asana

Analyze tasks, projects, and team productivity

You're viewing documentation for the legacy Scoop self-service product. For the current product, see What Is Scoop.

Connect Asana to Scoop to analyze your project management data, track task completion rates, understand team workload, and monitor project health.

AI-Assisted Setup

When connecting Asana to Scoop, choose "Guide me with AI" for an intelligent, guided setup experience.

Available Analysis Templates

Template Object Data Mode Best For What You'll Analyze
Task Completion & Deadlines (Default) tasks Snapshot Productivity tracking Completion rates, overdue items, deadline adherence
Project Status & Timeline projects Sync Portfolio management Project health, at-risk projects, timeline tracking
Team Assignments tasks Snapshot Workload balance Task distribution, overloaded team members
Team Members users Sync Team directory Team composition, contact information
All Projects projects Sync Project inventory Complete project list for portfolio overview

Example Questions You Can Answer

Task Productivity:

  • "What's our task completion rate this week/month?"
  • "How many tasks are overdue by assignee?"
  • "Which team members have the most open tasks?"
  • "What's the average time from task creation to completion?"
  • "How many tasks were completed ahead of deadline?"

Project Health:

  • "Which projects are on track vs at risk vs off track?"
  • "How many projects are past their due date?"
  • "What's the distribution of project status across teams?"
  • "Which project owners have the most active projects?"
  • "How many projects were created this quarter?"

Workload Analysis:

  • "Who has the heaviest workload by open task count?"
  • "How are tasks distributed across team members?"
  • "Which assignees have the most overdue tasks?"
  • "What's the task completion trend by assignee?"

Team Insights:

  • "How many projects does each team own?"
  • "What's the task volume by project?"
  • "Which teams have the most at-risk projects?"

Need Something Different?

If the templates above don't match your needs, select "Something else" and describe what you want to analyze. For example:

  • "I want to track milestone completion by project"
  • "I need to see subtask counts by parent task"
  • "I want to analyze task velocity by team"

Scoop's AI will recommend the right configuration for your specific use case.

Snapshotting for Task Analysis

Tasks change over time - completion status updates, due dates shift, assignees change. Configure your Tasks extract as a Snapshot dataset to:

  • Track completion progress over time
  • Monitor overdue task trends
  • Analyze how tasks move through status changes
  • Compare workload snapshots week-over-week

Pro Tip: Enable snapshotting on day one for tasks. Project managers need historical snapshots to track productivity trends and identify workflow bottlenecks.

Connecting Asana to Scoop

  1. Create a new dataset in Scoop
  2. Select Asana from the application list
  3. Authorize Scoop to access your Asana workspace
  4. Select which workspace to connect (if you have multiple)
  5. Choose your analysis template or customize
  6. Save and extract data

What Data You Get

Tasks (16 fields)

Work items with completion status, deadlines, and assignments.

Field Description
Task ID Unique identifier (prefixed with AS)
Name Task title
Notes Task description
Completed Whether task is marked complete
Completed Date When task was completed
Due Date Task deadline (date only)
Due DateTime Task deadline with time
Start Date When task work should begin
Created Date When task was created
Modified Date When task was last modified
Assignee ID Assigned user's ID
Assignee Name Person assigned to the task
Projects Projects containing this task
Tags Task labels
Subtask Count Number of subtasks
Type default_task, milestone, section, or approval

Projects (15 fields)

Containers for organizing tasks.

Field Description
Project ID Unique identifier
Name Project name
Notes Project description
Owner ID Project owner's user ID
Owner Name Person who owns the project
Team ID Owning team's ID
Team Name Team that owns the project
Created Date When project was created
Modified Date When project was last modified
Due Date Project deadline
Start Date Project start date
Status on_track, at_risk, off_track
Public Whether project is public
Archived Whether project is archived
Color Project color code

Users (4 fields)

Team members who can be assigned tasks.

Field Description
User ID Unique identifier
Name Person's name
Email Email address
Type Resource type

Teams (5 fields)

Groups of users within an organization.

Field Description
Team ID Unique identifier
Name Team name
Description Team description
Organization ID Parent organization
Visibility Team visibility setting

Workspaces (3 fields)

Top-level containers (organizations or personal spaces).

Field Description
Workspace ID Unique identifier
Name Workspace name
Is Organization Whether it's an organization vs personal workspace

Analysis Examples

Track daily, weekly, or monthly completion rates with breakdowns by:

  • Assignee
  • Project
  • Task type (milestone vs regular task)

Workload Distribution

Analyze task assignments:

  • Open tasks per team member
  • Overdue items per assignee
  • Task completion rate by person

Project Portfolio Health

Monitor project status:

  • Projects by status (on track, at risk, off track)
  • Projects past due date
  • Timeline adherence by team

Deadline Performance

Track how well the team meets deadlines:

  • Tasks completed on time vs late
  • Average days before/after deadline
  • Deadline adherence trends

Best Practices

  • Start with Tasks: The tasks object contains the richest data for productivity analysis
  • Enable Snapshotting: Track how task status changes over time
  • Combine with Projects: Blend tasks + projects for context on which projects have bottlenecks
  • Use Tags: Asana tags can segment tasks for deeper analysis (e.g., by priority, category)

Troubleshooting

Connection Issues

  • Verify you have access to the Asana workspace
  • Ensure the workspace is selected during connection
  • Check that required permissions are authorized

Missing Data

  • Tasks only include tasks you have access to
  • Archived projects are included but marked as archived
  • Some fields require specific Asana plan features

Updated January 11, 2026