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Pune Police Investigate Ketan Agarwal Murder, Seek Polygraph Tests for Accused

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Pune Police Investigate Ketan Agarwal Murder, Seek Polygraph Tests for Accused

Analysed 3 Jul 2026·796 sources analysed·Pune, India·Crime
Pune Police Investigate Ketan Agarwal Murder, Seek Polygraph Tests for AccusedPreviousNext

Pune police are investigating the alleged murder of realtor Ketan Agarwal, who was pushed off a cliff at Lohagad Fort on June 18. Accused Siya Goyal, Agarwal's fiancee, and her alleged lover Chetan Chaudhary reportedly rehearsed the act at a hillock near Lullanagar before the incident. Police have recovered clothes worn by Goyal on the day and conducted crime scene recreations. Investigators are seeking court permission for polygraph tests on both accused and examining digital evidence, including Agarwal's mobile phone. The probe also explores possible involvement of additional individuals and financial links. Meanwhile, a video of Goyal making an obscene gesture at media has drawn public attention.

TBN's observations

First-hand measurement across 15 sources

We measured how 15 outlets covered this story. Coverage leans balanced overall (Left 0%, Centre 100%, Right 0%). Overall sentiment is negative (30/100). Lens Score 41/100 — moderate-to-low public interest.

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

  • news18— balanced framing, negative sentiment
  • english— balanced framing, neutral sentiment
  • thestatesman— balanced framing, negative sentiment
  • news18— balanced framing, negative sentiment
  • thetribune— balanced framing, negative sentiment
  • republicworld— balanced framing, negative sentiment
  • indiatvnews— balanced framing, negative sentiment
  • ndtv— balanced framing, negative sentiment
Political Bias
0%100%0%
Sentiment
30%
AI analysis of 15 sources · Published under editorial oversight by The Balanced News
Analysed 3 Jul 2026· How this analysis is produced· Editorial standards· Corrections

AI Analysis

Political bias across 796 sources
● Left 0%● Center 100%● Right 0%

The article group presents a range of perspectives primarily from law enforcement and legal sources, focusing on investigative developments without political framing. Coverage includes police statements, defense lawyer comments, and family reactions, reflecting procedural and factual viewpoints. There is no evident partisan bias, with sources emphasizing ongoing inquiry and legal processes.

Sentiment — Negative (30/100)

The overall tone across the articles is neutral to serious, reflecting the gravity of the murder investigation. While some reports highlight disturbing aspects such as the accused's alleged rehearsals and defiant behavior, the language remains factual and restrained. Public reactions to the accused's gestures introduce a critical sentiment, but the coverage maintains an objective stance on the case's progress.

How 15 sources covered this story

Reviewed byDushyant Deshmukh· Investigative Writer· Edited byOjas Kale
← Previous
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Next →
FIR Filed Against Pakistan Deputy PM's Grandson Over Kidnapping and Assault Allegations

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

SourceTheir headlineBiasSentiment
news18Headline: Lawyer Vs Advocate: Who Sent Notice To Siya's Brother In Ketan Case? Many Don't Know The Difference!CenterNegative
englishPune Ketan Murder Case: Accused Siya Goyal to Face Court as Police Prepare for Polygraph TestCenterNeutral
thestatesmanKetan Agarwal murder case: Video of accused Siya Goyal showing middle finger to media goes viralCenterNegative
news18On Camera: Pune Fort Murder Accused Siya Goyal Flips Off To MediaCenterNegative
thetribuneSiya Goyal escorted to Pune residence by police, flashes middle finger at media - The TribuneCenterNegative
republicworld'No Remorse': Pune Fort Murder Accused Siya Goyal Makes Obscene Gesture At Media While Being Escorted by PoliceCenterNegative
indiatvnewsSiya Goyal makes obscene gesture to media while being escorted by police in Ketan Agarwal murder case VIDEO - India TV NewsCenterNegative
ndtvOn Camera, Pune Fort Murder Accused Siya Goyal Shows Middle Finger To MediaCenterNegative
ndtvVideo Numbing Twist To Siya's Crime Rehearsal On 'Kill Hill' Ram Temple Donation 'Theft'CenterNegative
hindustantimesSiya taken to Lullanagar spot where Lohagad murder plan was rehearsed: PoliceCenterNegative
ndtv"First He Cheats, Then Calls Me": Siya Goyal's Video From Pub SurfacesCenterNegative
ndtvVideo Before Fiance Ketan's Murder, Siya and Lover Allegedly Rehearsed the Fatal Cliff PushCenterNegative
thestatesmanKetan Agarwal murder case: Siya Goyal gives consent to undergo a lie detector testCenterNegative
indiatvnewsSiya Goyal's polygraph test to be conducted in Ketan Agarwal murder case: Sources - India TV NewsCenterNeutral
oneindiaKetan Agarwal Murder Case: Siya Goyal To Face Polygraph As Police Piece Together Final MomentsCenterNegative

Coverage timeline

oneindia broke this story on 2 Jul, 03:48 pm. Other outlets followed.

  1. 1
    oneindia2 Jul, 03:48 pm
    Ketan Agarwal Murder Case: Siya Goyal To Face Polygraph As Police Piece Together Final Moments
  2. 2
    indiatvnews2 Jul, 04:28 pm
    Siya Goyal's polygraph test to be conducted in Ketan Agarwal murder case: Sources - India TV News
  3. 3
    thestatesman2 Jul, 04:32 pm
    Ketan Agarwal murder case: Siya Goyal gives consent to undergo a lie detector test
  4. 4
    ndtv2 Jul, 06:41 pm
    Video Before Fiance Ketan's Murder, Siya and Lover Allegedly Rehearsed the Fatal Cliff Push
  5. 5
    ndtv3 Jul, 02:52 am
    "First He Cheats, Then Calls Me": Siya Goyal's Video From Pub Surfaces
  6. 6
    hindustantimes3 Jul, 03:19 am
    Siya taken to Lullanagar spot where Lohagad murder plan was rehearsed: Police
  7. 7
    ndtv3 Jul, 03:19 am
    Video Numbing Twist To Siya's Crime Rehearsal On 'Kill Hill' Ram Temple Donation 'Theft'
  8. 8
    ndtv3 Jul, 04:04 am
    On Camera, Pune Fort Murder Accused Siya Goyal Shows Middle Finger To Media
  9. 9
    indiatvnews3 Jul, 04:08 am
    Siya Goyal makes obscene gesture to media while being escorted by police in Ketan Agarwal murder case VIDEO - India TV News
  10. 10
    republicworld3 Jul, 04:24 am
    'No Remorse': Pune Fort Murder Accused Siya Goyal Makes Obscene Gesture At Media While Being Escorted by Police

Lens Score breakdown

41/100
Public interest32/100
Coverage gap100%

Story is receiving appropriate media attention relative to public interest.

Who's involved

Institutions and figures named across source coverage.

Enforcement
Pune Rural PoliceLonavala Rural Police StationShivdurg Mitra Emergency Rescue Team

Story context

Category
Crime
Location
Pune, India
Sources analysed
796
Last analysed
3 Jul 2026
Key entities
PuneMurderLohagadPolygraphLonavalaPune PoliceSocial mediaFortificationVadgaon MavalBlood pressureMobile phonePune district