feat(analytics): implement field-level change insights dashboard

Feature: Field-Level Edit Analytics Dashboard

We are implementing an Admin Analytics feature using:

GET /api/v1/history/analytics/field-changes

This feature will help monitor which record fields are edited most frequently and provide insights into editing behavior and data quality.

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Objectives

• Visualize most edited fields
• Show field edit frequency and trends
• Provide filtering and export options for admins

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Features to Implement

1. Top Edited Fields Chart
   Bar chart showing the most frequently modified record fields.

2. Field Change Data Table
   Table with:

• Field Name
• Number of Edits
• Percentage of total edits

3. Date Range Filters
   Allow filtering analytics by:

• Last 7 days
• Last 30 days
• Custom date range

4. Field Edit Trend Graph
   Line chart showing how field edit activity changes over time.

5. Field Drilldown View
   Click on a field to see:

• Records where the field was edited
• When it was edited

6. Export to CSV
   Allow admins to download the analytics data.

7. Anomaly Highlighting
   Highlight fields with unusually high edit counts.

8. Summary Insight Cards
   Display:

• Most edited field
• Total number of edits
• Total fields edited

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Task Division

Member 1 – API Integration

• Integrate field change analytics API
• Handle loading, error, and empty states
• Add anomaly highlighting logic

Member 2 – Charts

• Implement bar chart for top edited fields
• Implement trend line chart
• Connect filters to refresh analytics data

Member 3 – Table & Drilldown

• Build field change data table
• Implement drilldown modal for field details
• Build date range filter UI

Deliverables

• Fully functional Field-Level Edit Analytics Dashboard in the admin panel
• API-integrated charts, table, filters, and export functionality