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- Added Application model for storing country-based job application data - Implemented map analytics service with time-based filtering (weekly/monthly/yearly/all) - Added role-based filtering with 24 professional job titles - Created comparison data endpoints with percentage change calculations - Implemented multi-tier caching system (analytics, static, general) - Added REST API endpoints: * GET /api/analytics/country-applications - Main map data endpoint * GET /api/analytics/roles - Available roles for dropdown * GET /api/map-analytics/* - Extended analytics endpoints - Updated middleware to allow public access to analytics endpoints - Created seed script with 869 realistic application records - Supports filtering by: * Time periods (WEEK, MONTH, YEAR, ALL) * Single or multiple roles * Custom date ranges - Returns percentage changes for tooltips (e.g., +143.59% vs last week) - All endpoints cached for optimal performance Files modified: 7 Files added: 5
harshavarma29
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Oct 18, 2025
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harshavarma29
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I have reviewed the PR in Postman using the Admin credentials and noticed the following issue:
All Filter Not Working: There is data available for the custom filter; however, when applying the All filter, the data is not getting grouped and instead displays as empty data.
backend-all-filter-not-working.mp4
IndraAnuraag9
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Oct 25, 2025
Anusha-Gali
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High Priority - Please Review First
Anusha-Gali
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Dec 11, 2025
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Hi Veda,
I have reviewed your PR locally and none of the API's work, only API that worked are the one i figured by looking at the API other reviewers used. Could you please update the correct API's used.
added 2 commits
April 2, 2026 17:45
Resolve routes.js: keep map and country analytics with development job analytics and popularity routes. Regenerate package-lock.json after merge. Made-with: Cursor
Made-with: Cursor
Anusha-Gali
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Apr 8, 2026
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Hi Veda,
Thank you for updating the API. Able to receive response for all.
added 2 commits
April 15, 2026 17:24
Made-with: Cursor
Use a same-duration previous custom window when filter range is custom so country analytics can compute comparison data for rolling date windows. Made-with: Cursor
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Description
Implements Country Application Map Analytics API for the Job Posting Page Analytics feature.
This API enables aggregation, filtering, and comparison of applicant data by country, role, and time frame (weekly, monthly, yearly, or custom). The goal is to power the new world map visualization on the frontend dashboard by providing preprocessed data optimized for quick rendering and hover insights.
This feature allows admins to visualize global application trends, compare applicant growth between periods, and filter data by specific roles. Performance is enhanced through query optimization and optional caching for repeated analytical requests.
Related PRS (if any):
Frontend PR-#4195
Backend PR: This PR
Main changes explained:
How to test:
npm installand...to run this PR locallyScreenshots or videos of changes: