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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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?
Find out more about the case on twitter, instagram, or facebook. Follow host Ben Kuebrich on twitter @Ben_kuebrich. And reach out with any tips on Darren Vann, Big E, or crimes that might be related on social media or by leaving a voicemail at 888-501-3309.
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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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Reach out with any tips or suggestions for other clusters of murders to explore on social media or by leaving a voicemail at 888-501-3309.
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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.
Reach out with any tips or suggestions for other clusters of murders t...
What happened to the DNA evidence associated with Hargrove's list. And what happened to Gary's backlogged rape kits?
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In the early evening on New Year’s Eve, in 1973, a 34 year old man was found bleeding to death on a downtown street in Stockton, California. In his dying moments, he named the men behind his murder: Calvin Jones and Rosalio Estrada. 50 years later, Rosalio’s son, Alex Estrada sets off to find out if his father was actually involved in the murder.
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Up and Vanished presents... Status: Untraced. In 2016, survivalist and world traveler Justin Alexander goes missing in the Parvati Valley while on a spiritual trek into the Himalayan Mountains. While the circumstances of his disappearance point to murder, a chilling message he left behind throws everything into question: “I should return mid-September or so. If I’m not back by then, don’t look for me.” Four years later, host and tr...
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Over the next week, the FBI played a game of cat-and-mouse with the kidnappers, who used inside information to stay one step ahead of the investigation. Ultimately the FBI uncovered a series of...
A death in the sauna. A human trafficking rescue. A devastating bomb attack. A Russian mafia boss takes revenge. Sex. Spies. Seduction. It’s all here as To Die For returns with Volume II, with 10-time New York Times bestselling author Neil Strauss. Eight concluding episodes that will bring you into a world never revealed on a podcast before, and leave you breathless for more. The first two episodes drop on June 4th. Brush up on the...
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