> ## Documentation Index
> Fetch the complete documentation index at: https://docs.skillfactory.com.br/llms.txt
> Use this file to discover all available pages before exploring further.

# Advanced Analytics

> Advanced analytics with at-risk student detection, engagement metrics and conversion funnel

## Advanced Analytics

**Paid addon** — Gain deep insights into platform performance, student engagement and course effectiveness. This addon goes beyond the basic admin dashboard metrics.

<Note>
  Available only for platform administrators and owners.
</Note>

## At-risk student detection

The addon's main feature is automatic identification of students at risk of dropping out.

### Risk levels

| Level        | Criteria                                                           |
| ------------ | ------------------------------------------------------------------ |
| **Critical** | No access for 15+ days, 0% progress                                |
| **High**     | Low lesson completion rate, little participation in practice exams |
| **Medium**   | Declining engagement, reduced recent activity                      |

### What is analyzed

The system evaluates 10+ indicators per student:

* **Days since last access** — Extended inactivity indicates critical risk
* **Course progress** — 0% progress after enrollment is critical risk
* **Lesson completion rate** — Percentage of lessons completed
* **Practice exam participation** — Whether the student is taking assessments
* **Comment count** — Social engagement indicator
* **Practice exam scores** — Academic performance
* **Recent activity** — Access frequency in recent days

### Engagement score

For each student, the system calculates a 0-100 score summarizing engagement level. The score combines progress, completed lessons, participation and recent activity.

Each at-risk student comes with **specific reasons** and **suggested actions** to facilitate teacher or administrator intervention.

## Engagement metrics

### Engagement over time

Track platform engagement evolution:

* **Active users** by period (daily, weekly, monthly)
* **Engagement rate** — Percentage of active users over total
* **Trend** — Evolution over time
* **Available periods:** 7 days, 30 days, 90 days

### Retention

User retention metrics with churn analysis and period comparison.

## Conversion funnel

Track user progression through platform stages:

<Steps>
  <Step title="Registration">
    User created an account.
  </Step>

  <Step title="First lesson">
    Watched at least one lesson.
  </Step>

  <Step title="Active progress">
    Progressing through the course.
  </Step>

  <Step title="Completion">
    Finished the course.
  </Step>
</Steps>

The funnel helps identify at which stage the most users are lost.

## Peak hours

Visualize when students are most active on the platform, organized by hour of day. Useful for:

* Scheduling live classes during peak activity
* Publishing new content when more users are online
* Sending notifications at ideal times

## Weekly activity

Activity distribution by day of the week, showing which days have more and less engagement.

## Distribution by category

Analysis of how enrollments are distributed across course categories, helping understand demand.

## Difference from basic analytics

The basic admin dashboard (available without addon) offers general metrics like total students, teachers, courses and completion rate.

The Analytics addon **adds**:

| Feature                     | Basic | Addon |
| --------------------------- | ----- | ----- |
| General platform metrics    | ✓     | ✓     |
| At-risk student detection   | —     | ✓     |
| Individual engagement score | —     | ✓     |
| Conversion funnel           | —     | ✓     |
| Peak hours                  | —     | ✓     |
| Retention metrics           | —     | ✓     |
| Weekly activity             | —     | ✓     |

## Next steps

<CardGroup cols={2}>
  <Card title="View all addons" icon="puzzle-piece" href="/en/addons/overview">
    Explore other addons
  </Card>

  <Card title="Gamification" icon="trophy" href="/en/addons/gamification">
    Combine to measure gamification impact on engagement
  </Card>
</CardGroup>