Neeraj Hotfix Restore Job Analytics Graph Data Rendering

[Neeraj-Kondaveeti]

Description

This PR fixes a regression on the Job Analytics Competitive Roles page where the graph displayed “No data available” after the previous merge, despite valid backend data being present. The issue was caused by frontend handling of backend response variations, which led to valid data being normalized to zero and filtered out before rendering. This change restores the expected behavior by defensively normalizing the response data prior to chart rendering without altering existing filters, aggregation logic, or visual presentation.

Related PRS (if any):

This frontend PR is related to the Development Backend branch.
This PR is hot fix for the frontend PR : #4010
…

Main changes explained:

• Updated the Job Analytics graph component to normalize incoming analytics data before rendering.
• Ensured application counts are derived safely from backend responses that may vary in shape across environments.
• Prevented valid datasets from being incorrectly treated as empty and triggering the “No data available” state.
• Preserved existing chart logic, filtering behavior, and visual presentation.

How to test:

1. check into current branch
2. do npm install and ... to run this PR locally
3. Clear site data/cache
4. log as admin user
5. Navigate to : http://localhost:5173/job-analytics-competitive-roles
6. Verify the graph renders correctly with default filters (Dates = All, Role = All, Granularity = Totals).
7. Change role, date range, and granularity filters and confirm the chart updates as expected.

Screenshots or videos of changes:

Note:

• This PR is a minimal, frontend-only hotfix addressing a post-merge regression.
• No backend endpoints, query logic, or aggregation behavior were modified.
• The change is defensive and ensures compatibility with existing backend data across environments.
• This PR is safe for immediate merge to restore expected functionality.

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[sonarqubecloud]

Quality Gate passed

Issues
1 New issue
0 Accepted issues

Measures
0 Security Hotspots
0.0% Coverage on New Code
0.0% Duplication on New Code

See analysis details on SonarQube Cloud

[rohanrastogi311]

Hi Neeraj,

Well done with this implementation.

[Anusha-Gali]

Hi Neeraj,

I have reviewed your PR locally and it does work as expected. I would like to point out that in dark mode the calendar is in light mode which reviewers might point out during merge.

[Ganesh112001]

I tested PR #4722 and verified that the Job Analytics graph data rendering fix works perfectly. After navigating to /job-analytics-competitive-roles, the horizontal bar chart displays correctly showing "Most Competitive Roles" with proper data instead of the previous "No data available" error. The graph renders roles sorted from most to least competitive (Master Electrician, Surveyor, Video Producer, Food Specialist, Graphic Designer) with accurate application counts and data labels on bars. All filters work correctly including date filter, role filter, and time granularity toggle (Weekly, Monthly, Annually). Data normalization functions properly and the graph updates appropriately based on filter selections. No console errors observed. Everything works perfectly and is ready for merge!