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IIT Graduate Shares Journey of UPSC Preparation and Changing Perspectives on Success

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IIT Graduate Shares Journey of UPSC Preparation and Changing Perspectives on Success

Analysed 28 Jun 2026·2 sources analysed·social
IIT Graduate Shares Journey of UPSC Preparation and Changing Perspectives on SuccessPreviousNext

Harini Reddy, an IIT Kharagpur graduate from a farming family, shared her journey of pursuing the UPSC Civil Services Examination, initially inspired by her father's dream. After working two years in the corporate sector, she prepared full-time for UPSC but failed the Preliminary exam on her first attempt and did not clear the Mains in her second. The COVID-19 pandemic disrupted her preparation, leading her to reassess her goals and outlook on success and happiness.

TBN's observations

First-hand measurement across 2 sources

We measured how 2 outlets covered this story. Coverage leans balanced overall (Left 0%, Centre 100%, Right 0%). Overall sentiment is positive (72/100). Lens Score 29/100 — low public interest.

Outlets analysed (first-hand measurement by TBN's Bias Engine):

  • hindustantimes— balanced framing, positive sentiment
  • news18— balanced framing, positive sentiment
Political Bias
0%100%0%
Sentiment
72%
AI analysis of 2 sources · Published under editorial oversight by The Balanced News
Analysed 28 Jun 2026· How this analysis is produced· Editorial standards· Corrections

AI Analysis

Political bias across 2 sources
● Left 0%● Center 100%● Right 0%

The articles present a personal narrative focusing on individual experiences rather than political viewpoints. They highlight the challenges of UPSC preparation and the impact of the pandemic without engaging in political debate or critique. The coverage centers on personal growth and societal expectations, reflecting a human-interest perspective without partisan framing.

Sentiment — Positive (72/100)

The tone across the articles is reflective and empathetic, emphasizing resilience amid setbacks. While acknowledging the disappointment of exam failures, the narrative conveys a constructive outlook on adapting to changed circumstances. The sentiment is generally mixed, balancing the struggles faced with a positive reassessment of personal goals.

How 2 sources covered this story

Each source's own headline, political lean, and sentiment — so you can see framing differences at a glance.

Reviewed byAniket Awate· Culture & Digital Media Writer· Edited byOjas Kale
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SourceTheir headlineBiasSentiment
hindustantimesWoman who cracked IIT recalls how UPSC failure shook her confidence: 'I started questioning everything'CenterPositive
news18'I Lost My Rhythm': IIT Graduate Says Repeated UPSC Attempts Changed The Way She Saw SuccessCenterPositive

Coverage timeline

news18 broke this story on 27 Jun, 09:51 am. Other outlets followed.

  1. 1
    news1827 Jun, 09:51 am
    'I Lost My Rhythm': IIT Graduate Says Repeated UPSC Attempts Changed The Way She Saw Success
  2. 2
    hindustantimes28 Jun, 04:02 am
    Woman who cracked IIT recalls how UPSC failure shook her confidence: 'I started questioning everything'

Lens Score breakdown

29/100
Public interest0/100
Coverage gap100%

Well-covered story — coverage matches public importance.

Who's involved

Institutions and figures named across source coverage.

Government
Government of Andhra Pradesh

Story context

Category
Social
Sources analysed
2
Last analysed
28 Jun 2026
Key entities
Union Public Service CommissionIndian Institutes of TechnologyIIT KharagpurIndian Administrative ServiceEnglish languageAgricultureCoronavirusGovernment of Andhra PradeshNon-governmental organizationTownState schoolSocial media