| 2026-06-30 |
#Decode | पुणे मर्डर में चेतन की 'चाल' का विश्लेषण | Sudhir Chaudhary | #Shorts
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The recorded video will then be compared with the CCTV footage using AI forensic software and experts, to determine whether the gait in both videos is the same.
AI forensics
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No responsibility framing
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| 2026-06-30 |
#Decode | पुणे मर्डर में चेतन की 'चाल' का विश्लेषण | Sudhir Chaudhary | #Shorts
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Together these factors form a distinct walking pattern for each person, known in simple terms as that person's 'walking signature'.
gait analysis
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No responsibility framing
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| 2026-06-30 |
#Decode | पुणे मर्डर में चेतन की 'चाल' का विश्लेषण | Sudhir Chaudhary | #Shorts
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In gait analysis, a person's stride length, walking speed, body lean, hand movements, and overall body movement are scientifically analyzed.
gait analysis
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No responsibility framing
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| 2026-06-30 |
#Decode | पुणे मर्डर में चेतन की 'चाल' का विश्लेषण | Sudhir Chaudhary | #Shorts
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During the gait analysis, police will make Chetan wear the same hoodie and re-record his video at the same spot at Lohagad fort.
gait analysis
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No responsibility framing
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| 2026-06-30 |
#Decode | पुणे मर्डर में चेतन की 'चाल' का विश्लेषण | Sudhir Chaudhary | #Shorts
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The police must now prove whether the hoodie-wearing boy visible in the footage was really Chetan or someone else.
CCTV evidence
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No responsibility framing
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| 2026-06-30 |
#Decode | पुणे मर्डर में चेतन की 'चाल' का विश्लेषण | Sudhir Chaudhary | #Shorts
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On June 18, the day of Ketan Agrawal's murder, Chetan wore a hoodie to hide his identity, so his face is not clearly visible in the CCTV footage.
CCTV evidence
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Individuals
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| 2026-06-30 |
#Decode | पुणे मर्डर में चेतन की 'चाल' का विश्लेषण | Sudhir Chaudhary | #Shorts
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Just as every person's fingerprints and signature are unique, every person's style of walking is also unique.
gait analysis
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No responsibility framing
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| 2026-06-30 |
#Decode | पुणे मर्डर में चेतन की 'चाल' का विश्लेषण | Sudhir Chaudhary | #Shorts
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Gait analysis is a forensic technique in which a person's manner of walking, i.e. their walking pattern, is scientifically analyzed.
gait analysis
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No responsibility framing
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| 2026-06-30 |
#Decode | पुणे मर्डर में चेतन की 'चाल' का विश्लेषण | Sudhir Chaudhary | #Shorts
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In this investigation the police are now adopting a new technique called gait analysis (GAIT), through which Chetan himself will reveal the truth.
gait analysis
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Individuals
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| 2026-06-30 |
#Decode | पुणे मर्डर में चेतन की 'चाल' का विश्लेषण | Sudhir Chaudhary | #Shorts
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Crime-scene recreation is done so police can check whether the accounts given by the accused and witnesses match the location and the evidence.
crime scene recreation
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No responsibility framing
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| 2026-06-30 |
#Decode | पुणे मर्डर में चेतन की 'चाल' का विश्लेषण | Sudhir Chaudhary | #Shorts
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Police have already recreated the crime scene at Lohagad fort with Siya Goyal, and today they took Chetan Babulal Chaudhary to the same spot.
crime scene recreation
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No responsibility framing
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| 2026-06-30 |
#Decode | पुणे मर्डर में चेतन की 'चाल' का विश्लेषण | Sudhir Chaudhary | #Shorts
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Twelve days have passed since the murder of Ketan Agrawal in Pune.
Pune murder case
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No responsibility framing
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| 2026-06-30 |
DECODE Live: Sudhir Chaudhary | Ketan Agarwal Murder | Siya Goyal |Sarla Bhat Yasin Malik| iPhone 18
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One possibility is that Siya Goyal was an extremely dangerous, criminal-minded girl, and families should consider how much danger they are in if such people are around them.
Siya Goyal character
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Individuals
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| 2026-06-30 |
DECODE Live: Sudhir Chaudhary | Ketan Agarwal Murder | Siya Goyal |Sarla Bhat Yasin Malik| iPhone 18
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According to the FIR, Ketan's father visited the Lohagad fort spot and concluded his son could not have fallen on his own, and before the murder Ketan had told his father that Siya Goyal had been picking fights with him over small things for about a month.
FIR father's account
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Individuals
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| 2026-06-30 |
DECODE Live: Sudhir Chaudhary | Ketan Agarwal Murder | Siya Goyal |Sarla Bhat Yasin Malik| iPhone 18
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Author Chetan Bhagat published a newspaper article today titled 'Why Siya Could Not Say No To Marriage' about family pressure on youth in business families.
family pressure on marriage
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No responsibility framing
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| 2026-06-30 |
DECODE Live: Sudhir Chaudhary | Ketan Agarwal Murder | Siya Goyal |Sarla Bhat Yasin Malik| iPhone 18
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Police have already seized Chetan's hoodie and his headphones as evidence.
evidence seizure
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No responsibility framing
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| 2026-06-30 |
DECODE Live: Sudhir Chaudhary | Ketan Agarwal Murder | Siya Goyal |Sarla Bhat Yasin Malik| iPhone 18
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On 18 June, the day of Ketan Agarwal's murder, Chetan wore a hoodie to hide his identity, so his face is not clearly visible in the CCTV footage.
accused concealing identity
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Individuals
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| 2026-06-30 |
DECODE Live: Sudhir Chaudhary | Ketan Agarwal Murder | Siya Goyal |Sarla Bhat Yasin Malik| iPhone 18
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Pune police are using gait analysis — forensic comparison of walking patterns — to identify the accused Chetan in the CCTV footage from the murder.
gait analysis forensics
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No responsibility framing
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| 2026-06-30 |
DECODE Live: Sudhir Chaudhary | Ketan Agarwal Murder | Siya Goyal |Sarla Bhat Yasin Malik| iPhone 18
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Twelve days have passed since Ketan Agarwal's murder in Pune; police have already recreated the crime scene at Lohagad fort with Siya Goyal and today took co-accused Chetan Babulal Chaudhary to the same spot.
Ketan Agarwal murder probe
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No responsibility framing
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| 2026-06-30 |
#Decode | सिया शादी से इंकार क्यों नहीं कर पाई? | Sudhir Chaudhary | #Shorts
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Many people say that Siya Goyal may have been under so much pressure from her parents over family honor that she chose this very dangerous path as a way to escape the marriage.
family honor pressure
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Individuals
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| 2026-06-30 |
#Decode | सिया शादी से इंकार क्यों नहीं कर पाई? | Sudhir Chaudhary | #Shorts
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We cannot say today how many more people exist in our society whose minds work the way Siya Goyal's presumably did.
criminal mindset society
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Individuals
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| 2026-06-30 |
#Decode | सिया शादी से इंकार क्यों नहीं कर पाई? | Sudhir Chaudhary | #Shorts
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If such a dangerous girl or boy is somewhere around you, then your family and the children in your family are also living in great danger.
dangerous youth warning
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Individuals
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| 2026-06-30 |
#Decode | सिया शादी से इंकार क्यों नहीं कर पाई? | Sudhir Chaudhary | #Shorts
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One possibility is that Siya Goyal was an extremely dangerous girl of criminal disposition who took the matter so far that the thought of murdering Ketan entered her mind.
criminal disposition
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Individuals
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| 2026-06-30 |
#Decode | सिया शादी से इंकार क्यों नहीं कर पाई? | Sudhir Chaudhary | #Shorts
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She could not refuse the marriage, yet somehow found the courage to commit murder.
accused's motive
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Individuals
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| 2026-06-30 |
#Decode | सिया शादी से इंकार क्यों नहीं कर पाई? | Sudhir Chaudhary | #Shorts
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Ketan's father did not take this complaint seriously at the time.
ignored warning signs
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Individuals
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