Analytics Overview

CodeInput analytics provide comprehensive insights into your merge conflict patterns, team collaboration metrics, and repository health. Make data-driven decisions to improve your development workflow.

Dashboard Overview

Key Metrics

Track your team's performance at a glance:

Metric	Description	Target
Conflict Rate	% of PRs with conflicts	< 15%
Resolution Time	Avg. time to resolve conflicts	< 2 hours
Team Velocity	PRs merged per week	Increasing
Approval Speed	Avg. time for CODEOWNERS approval	< 4 hours

Time-Series Trends

Visualize metrics over time:

Hourly: Recent activity and patterns
Daily: Week-over-week comparisons
Weekly: Sprint planning insights
Monthly: Long-term trend analysis

Conflict Analytics

Conflict Frequency

Identify problematic areas in your codebase:

Most Conflict-Prone Files (Last 30 Days)
├── src/auth/permissions.ts    (12 conflicts)
├── src/api/routes.ts          (9 conflicts)
├── package.json               (7 conflicts)
└── src/utils/helpers.ts       (5 conflicts)

Conflict Rate by Team
├── Frontend Team: 8.2%
├── Backend Team: 12.5%
└── DevOps Team: 4.1%

Conflict Types

Understand what kinds of conflicts occur:

Conflict Type Distribution
├── Content Conflicts: 65%
├── Whitespace Conflicts: 20%
├── Structural Conflicts: 10%
└── Binary Conflicts: 5%

Resolution Patterns

Learn from successful resolutions:

Resolution Strategy Effectiveness
├── AI-Assisted: 78% success rate, avg 45 min
├── Manual: 100% success rate, avg 2.5 hours
└── Automatic: 45% success rate, avg 5 min

Team Performance

Team Leaderboards

Compare team performance:

Conflict Resolution Leaders
┌─────────────────────┬──────────┬────────────┐
│ Team                │ Resolved │ Avg Time   │
├─────────────────────┼──────────┼────────────┤
│ Backend Team        │ 45       │ 1.2 hours  │
│ Frontend Team       │ 38       │ 1.8 hours  │
│ Platform Team       │ 27       │ 0.9 hours  │
└─────────────────────┴──────────┴────────────┘

Individual Contributors

Track individual contributions (requires user consent):

Top Contributors (Resolutions)
├── Sarah Chen        (23 conflicts resolved)
├── Alex Rivera       (19 conflicts resolved)
└── Jordan Kim        (15 conflicts resolved)

Fastest Resolvers
├── Jordan Kim        avg 25 min/resolution
├── Sarah Chen        avg 32 min/resolution
└── Alex Rivera       avg 38 min/resolution

Collaboration Metrics

Measure team collaboration:

Collaboration Scorecard
├── Co-authored resolutions: 34%
├── Cross-team conflicts: 18%
├── Knowledge sharing index: 7.2/10
└── Team diversity score: 8.5/10

Repository Health

Trend Analysis

Monitor repository health over time:

Health Score Trend
├── This Week: 82/100 (↑ 5 from last week)
├── Last Week: 77/100
├── Last Month: 71/100 (↑ 11 from first month)

Risk Indicators

Identify potential issues early:

Risk Factors Detected
├── ⚠️  High conflict rate in src/auth/ (above threshold)
├── ⚠️  Increasing merge time over past 2 weeks
├── ✅  Approval times within healthy range
└── ✅  Team velocity stable

Branch Analysis

Understand branch management:

Branch Metrics
├── Active branches: 47
├── Stale branches (>30 days): 8
├── Avg. branch lifetime: 3.2 days
└── Merge success rate: 94%

CODEOWNERS Analytics

Approval Metrics

Track CODEOWNERS performance:

Approval Performance by Team
┌──────────────────┬────────┬───────────┬────────────┐
│ Team             │ Pending │ Avg Time  │ Success %  │
├──────────────────┼────────┼───────────┼────────────┤
│ Frontend Team    │ 3      │ 2.1 hours │ 98%        │
│ Backend Team     │ 7      │ 4.5 hours │ 95%        │
│ Security Team    │ 1      │ 8.2 hours │ 100%       │
└──────────────────┴────────┴───────────┴────────────┘

Bottleneck Detection

Find approval bottlenecks:

Approval Bottlenecks
├── @security-team: avg 8.2 hours (recommend: add backup approver)
├── @backend-lead: avg 4.5 hours (within acceptable range)
└── @frontend-team: avg 2.1 hours ✅ (excellent)

Coverage Analysis

Ensure proper code coverage:

CODEOWNERS Coverage
├── Files with owners: 94%
├── Files without owners: 6%
├── Teams with backup: 78%
└── Orphaned files: 23

Custom Reports

Build Custom Dashboards

Create tailored views for different stakeholders:

Engineering Managers

Team velocity and throughput
Blocker identification
Resource allocation

Tech Leads

Technical debt indicators
Code quality metrics
Review process efficiency

DevOps Teams

CI/CD pipeline impact
Release conflict frequency
Automation opportunities

Export Data

Export analytics data in multiple formats:

# Export as CSV
codeinput analytics export \
  --repository acme/api \
  --period 30d \
  --format csv \
  --output conflicts.csv

# Export as JSON
codeinput analytics export \

Alerts and Notifications

Configure Thresholds

Set up alerts for important metrics:

# .codeinput.yml
analytics:
  alerts:
    - metric: conflict_rate
      threshold: 20
      operator: greater_than
      notification: slack

    - metric: approval_time

Alert Types

Alert Type	Trigger	Use Case
Spike Alert	Sudden increase in metric	Detect anomalies
Trend Alert	Gradual change over time	Long-term monitoring
Threshold Alert	Value exceeds limit	SLA monitoring
Comparison Alert	Differs from baseline	Performance tracking

API Access

Query analytics data programmatically:

# Get conflict statistics
curl https://api.codeinput.com/v1/analytics/conflicts \
  -H "Authorization: Bearer YOUR_TOKEN" \
  -d "repository=acme/api" \
  -d "period=30d"

# Get team performance
curl https://api.codeinput.com/v1/analytics/teams \
  -H "Authorization: Bearer YOUR_TOKEN" \

Privacy and Data Retention

Data Collection

CodeInput collects:

Conflict events and metadata
Resolution times and outcomes
Team assignments and approvals
Branch and PR information

No sensitive code content is stored for analytics.

Data Retention

Raw Events: 90 days
Aggregated Metrics: 2 years
Custom Reports: Until deleted
Exported Data: Indefinite (customer-controlled)

Data Access

Export all your data anytime
Request data deletion
Configure data retention policies
GDPR and SOC2 compliant

Best Practices

Regular Review

Weekly: Check key metrics dashboard
Monthly: Review trends and patterns
Quarterly: Deep-dive into team performance
Annually: Evaluate process improvements

Taking Action

Identify Bottlenecks: Use data to find friction points
Set Targets: Establish measurable goals
Implement Changes: Make process improvements
Measure Impact: Track effectiveness of changes

Team Communication

Share Dashboards: Make metrics visible to team
Celebrate Wins: Highlight improvements
Discuss Challenges: Review problems openly
Continuous Learning: Use insights for training

Getting Started

Explore Dashboard: View default analytics views
Customize Views: Create team-specific dashboards
Set Alerts: Configure important threshold alerts
Export Data: Integrate with existing tools
Review Regularly: Schedule weekly check-ins

Need Help?

View analytics API reference (coming soon)
Check dashboard customization guide (coming soon)
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