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

# Analytics & Insights

> Real-time data to optimize your hiring funnel

## Data-Driven Hiring Decisions

HirePanda provides comprehensive analytics that help you understand, optimize, and scale your hiring process.

<Info>
  Track every interaction from first click to final hire, with actionable insights at each stage.
</Info>

## Dashboard Overview

### Real-Time Metrics

Monitor your hiring performance with live updates:

<CardGroup cols={4}>
  <Card title="Active Jobs" icon="briefcase">
    Total open positions and their status
  </Card>

  <Card title="Candidates" icon="users">
    Pipeline volume and stage distribution
  </Card>

  <Card title="Completion Rate" icon="percentage">
    Assessment completion metrics
  </Card>

  <Card title="Time to Hire" icon="clock">
    Average days from post to offer
  </Card>
</CardGroup>

### Funnel Visualization

Track candidate flow through each stage:

```
Posted → Viewed → Applied → Assessed → Interviewed → Offered → Hired
```

**Key Metrics:**

* Conversion rates between stages
* Drop-off analysis
* Bottleneck identification
* Time spent per stage

## Candidate Journey Analytics

### Source Performance

Understand where your best candidates come from:

<Tabs>
  <Tab title="Channel Metrics">
    * Applications per source
    * Quality score by source
    * Cost per application
    * Cost per hire
    * ROI by channel
  </Tab>

  <Tab title="Top Sources">
    1. **Direct Applications**: 35% of hires
    2. **LinkedIn**: 25% of hires
    3. **Employee Referrals**: 20% of hires
    4. **Job Boards**: 15% of hires
    5. **Other**: 5% of hires
  </Tab>
</Tabs>

### Engagement Analytics

Track how candidates interact with your assessments:

**Behavioral Metrics:**

* Time to start assessment
* Completion time distribution
* Question-level engagement
* Device usage (mobile vs desktop)
* Geographic distribution

### Quality Indicators

Identify high-potential candidates early:

<CardGroup cols={3}>
  <Card title="Speed Score" icon="gauge">
    How quickly candidates complete assessments
  </Card>

  <Card title="Accuracy Score" icon="target">
    Correctness and depth of responses
  </Card>

  <Card title="Consistency Score" icon="equals">
    Response pattern analysis
  </Card>
</CardGroup>

## Assessment Performance

### Question Analytics

Optimize your assessments with detailed question metrics:

**Per Question Data:**

* Average time spent
* Success rate
* Discrimination index
* Difficulty rating
* Skip rate

**Optimization Insights:**

* Questions that predict success
* Questions causing drop-offs
* Optimal question order
* Time allocation recommendations

### Scoring Distribution

Understand how candidates perform:

<Note>
  Typical distribution shows 20% top performers, 60% qualified candidates, and 20% not suitable - helping you focus on the right talent.
</Note>

## Team Performance

### Recruiter Metrics

Track individual and team performance:

<AccordionGroup>
  <Accordion title="Activity Metrics">
    * Jobs posted per recruiter
    * Candidates sourced
    * Assessments sent
    * Response rates
    * Time to action
  </Accordion>

  <Accordion title="Quality Metrics">
    * Hire success rate
    * Candidate satisfaction
    * Hiring manager satisfaction
    * Time to productivity
    * First-year retention
  </Accordion>

  <Accordion title="Efficiency Metrics">
    * Time per hire
    * Cost per hire
    * Pipeline velocity
    * Automation usage
    * Tool adoption
  </Accordion>
</AccordionGroup>

### Collaboration Insights

Monitor team collaboration effectiveness:

* Feedback turnaround time
* Interview scheduling efficiency
* Communication patterns
* Decision-making speed

## Predictive Analytics

### Success Predictors

Our AI identifies patterns that predict hiring success:

**Indicators Tracked:**

* Assessment performance patterns
* Response quality markers
* Engagement behaviors
* Background combinations
* Soft skill indicators

### Trend Analysis

Spot trends before they impact hiring:

<CardGroup cols={2}>
  <Card title="Market Trends" icon="trending-up">
    * Salary expectations
    * Skill availability
    * Competition analysis
    * Location preferences
  </Card>

  <Card title="Internal Trends" icon="trending-down">
    * Hiring velocity changes
    * Quality score trends
    * Cost trends
    * Process bottlenecks
  </Card>
</CardGroup>

## Custom Reports

### Report Builder

Create custom reports for stakeholders:

**Available Dimensions:**

* Time periods
* Departments
* Job types
* Locations
* Sources
* Recruiters

**Metrics Selection:**

* Standard metrics
* Custom calculations
* Comparative analysis
* Benchmarking data

### Scheduled Reports

Automate reporting workflows:

<Steps>
  <Step title="Configure Report">
    Select metrics, filters, and visualization type
  </Step>

  <Step title="Set Schedule">
    Daily, weekly, monthly, or custom intervals
  </Step>

  <Step title="Choose Recipients">
    Add team members and stakeholders
  </Step>

  <Step title="Customize Delivery">
    Email, Slack, or dashboard widgets
  </Step>
</Steps>

## ROI Dashboard

### Cost Analysis

Track and optimize hiring costs:

**Direct Costs:**

* Job board spending
* Assessment costs
* Tool subscriptions
* Agency fees

**Indirect Costs:**

* Recruiter time
* Hiring manager time
* Candidate experience
* Opportunity costs

### Value Metrics

Measure the impact of better hiring:

<Tabs>
  <Tab title="Quality Improvements">
    * 40% higher performance ratings
    * 60% better retention
    * 50% faster ramp time
    * 30% higher engagement
  </Tab>

  <Tab title="Efficiency Gains">
    * 90% reduction in screening time
    * 70% fewer interviews needed
    * 50% faster hiring decisions
    * 80% less manual work
  </Tab>
</Tabs>

## Integration & Export

### Data Export Options

Get your data where you need it:

* **CSV/Excel**: Full data exports
* **API Access**: Real-time data sync
* **BI Tools**: Direct connections to Tableau, PowerBI
* **ATS Sync**: Automatic data flow

### Webhook Events

Stay updated with real-time notifications:

* New application received
* Assessment completed
* High-score candidate alert
* Stage transitions
* Anomaly detection

## Best Practices

<CardGroup cols={2}>
  <Card title="Weekly Reviews" icon="calendar-week">
    Review funnel metrics and identify optimization opportunities
  </Card>

  <Card title="Monthly Analysis" icon="calendar-month">
    Deep dive into trends and adjust strategies
  </Card>

  <Card title="Quarterly Planning" icon="calendar">
    Set benchmarks and plan improvements
  </Card>

  <Card title="Annual Strategy" icon="strategy">
    Align hiring metrics with business goals
  </Card>
</CardGroup>

## Get Started with Analytics

<Card title="View Your Analytics Dashboard" icon="chart-line" href="https://valley.hirepanda.com/analytics" horizontal>
  Access real-time insights about your hiring performance
</Card>