When Afrikka Hardy was strangled in 2014 it seemed completely random, but it wasn’t. It was part of a pattern. Four years earlier, reporter Thomas Hargrove had created an algorithm to detect serial killers and flagged Gary, Indiana as the site of an unusual number of strangulations. But when Hargrove reached out to warn local police, he was ignored -- until Afrikka Hardy was murdered, and those cold cases suddenly didn’t look so cold. Algorithm follows the investigation into Afrikka’s murder, exposing the warnings that police ignored, and uncovering more than anyone expected -- that a serial killer was strangling women in Gary, Indiana could've been stopped. And that Afrikka Hardy should be alive today. This podcast will explore how technology can be used to identify and track serial killers, and how an algorithm can influence the way homicides are investigated all across the country.
Can an algorithm connect cold cases -- and help catch a modern serial killer?
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When Afrikka Hardy was murdered, it seemed completely random. But it wasn't. It was part of a pattern. And police had been warned that a serial killer was on the loose in Indiana.
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See omnystudio.com/listener for privacy information.
When Afrikka Hardy was strangled in 2014 it seemed completely random. But it wasn’t. It was part of a pattern.
Lori Townsend reminisces about her daughter Afrikka, and journalist Thomas Hargrove says Afrikka's death could've been prevented.
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Four years before Afrikka's Death, reporter Thomas Hargrove took clues from the Atlanta child murders and the Green River Killer and created an algorithm to detect serial killers. His algorithm flagged Gary, Indiana as the site of an unusual number of strangulations. But how did this algorithm work, and what came of the findings?
Thomas Hargrove discusses the creation of the algorithm and Dr. Mike Aamodt talks serial killing stats. ...
Jackie investigates the cases Hargrove's algorithm identified. But there aren't any major leads... until Afrikka's murder.
What really happened the night Afrikka was killed?
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Detective Ford investigates Afrikka's killer... and discovers the killer may be connected to even more murders.
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The Death March Continues as Darren Vann leads detectives to more victims... but it's unclear if he's telling the whole truth about his crimes ...
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Detective Ford interrogates Vann about his past and tries to determine how many Vann has really killed... And what can we learn from Vann's ex-wife, stepson, and ex-girlfriend?
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After the death of Vann's child, Vann snaps. He's arrested twice for horrific crimes, once in Gary and then in Austin.
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After Vann returns to Gary, Marvin Clinton's fiance Teaira Batey disappears. Frustrated with the police, Marvin starts investigating on his own.
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One woman escapes Vann and tries to warn the police, but they don't listen.
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Ben listens to voicemails and answers listener questions.
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Ben investigates some of the cold cases that Hargrove identified and explores Darren Vann's connection to killings in Chicago.
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Ben receives a letter from Vann agreeing to an interview. Ben talks to Kasich about Vann and why he plead to life in prison after wanting to be executed. And a mysterious caller describes another victim and sheds possible light on Vann's motivations.
Find out more about the case on twitter, instagram, or facebook. Follow host Ben Kuebrich on twitter @Ben_kuebrich.
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What happened to the DNA evidence associated with Hargrove's list. And what happened to Gary's backlogged rape kits?
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