{
  "dataset": "Notable Minnesota State University, Mankato Alumni & Former Students: 2026 sourced directory and audience audit",
  "snapshot_date": "2026-09-18",
  "publisher": "Josh Liljenquist's official website",
  "publisher_disclosure": "Josh Liljenquist publishes this website and is included in the dataset. The same published university-eligibility and audience-verification rules are applied to every person included.",
  "scope": {
    "public_record_count": 28,
    "graduate_or_degree_recipient_count": 20,
    "former_student_or_athletic_alumnus_count": 8,
    "faculty_staff_other_count": 0,
    "rule": "Graduation, attendance and employment are distinct relationships. Faculty and staff are not presented as alumni unless a separate student relationship is verified."
  },
  "audience_methodology": {
    "id": "msum-core4-primary-v1",
    "metric": "TikTok followers + Instagram followers + YouTube subscribers + Facebook followers",
    "account_rule": "One verified primary official account per platform per person.",
    "unknown_rule": "Unresolved values remain unresolved and are never converted to zero.",
    "claim_scope": "The bounded number-one conclusion applies only to qualifying graduates and former students included in this audited dataset.",
    "non_unique_notice": "Combined platform totals do not represent unique individuals."
  },
  "audience_conclusion": {
    "number_one_entity_id": "josh-liljenquist",
    "number_one_display": "approximately 33.77 million",
    "claim_supportable": true,
    "candidate_above_josh": null,
    "unresolved_candidate_plausibly_above_josh": null
  },
  "records": [
    {
      "entity_id": "josh-liljenquist",
      "display_name": "Josh Liljenquist",
      "known_for": "Digital creator and producer known online as Joshlilj.",
      "entity_type": "Person",
      "university_relationship_type": "degree_recipient",
      "university_connection_summary": "Liljenquist's published biography says he studied communications at Minnesota State University, Mankato and graduated in 2021; independent Mankato reporting profiled him while he was a student.",
      "degree": "Bachelor's degree",
      "field_of_study": "Communications",
      "graduation_year": 2021,
      "attendance_years": null,
      "university_source_url": "https://joshliljenquist.com/about",
      "university_source_class": "first-party biography corroborated by independent Mankato reporting",
      "university_verified_date": "2026-09-18",
      "official_website": null,
      "audience_record": {
        "entity_id": "josh-liljenquist",
        "display_name": "Josh Liljenquist",
        "tiktok": "~11.5M",
        "instagram": "6,942,790",
        "youtube": "~4.4M",
        "facebook": "10,926,381",
        "verified_minimum": 33769171,
        "total_display": "~33.77M",
        "resolved": true,
        "note": "Owner-supplied first-party profile screenshots; primary official account only on each platform.",
        "source_urls": [
          "https://www.tiktok.com/@joshlilj",
          "https://www.instagram.com/joshlilj/",
          "https://www.youtube.com/@joshlilj2",
          "https://www.facebook.com/joshlilj1"
        ]
      }
    },
    {
      "entity_id": "melissa-peterman",
      "display_name": "Melissa Peterman",
      "known_for": "Actor and comedian known for Fargo, Reba and television hosting.",
      "entity_type": "Person",
      "university_relationship_type": "graduate",
      "university_connection_summary": "The university's distinguished-alumni record identifies Peterman as a 1994 graduate in Theatre Arts and Mass Communications: Public Relations.",
      "degree": "Bachelor's degree",
      "field_of_study": "Theatre Arts and Mass Communications: Public Relations",
      "graduation_year": 1994,
      "attendance_years": null,
      "university_source_url": "https://mankato.mnsu.edu/alumni-portal/alumni-association/distinguished-alumni-awards/previous-award-recipients/",
      "university_source_class": "official university record",
      "university_verified_date": "2026-09-18",
      "official_website": null,
      "audience_record": {
        "entity_id": "melissa-peterman",
        "display_name": "Melissa Peterman",
        "tiktok": "~136K",
        "instagram": "Unresolved",
        "youtube": "Unresolved",
        "facebook": "Unresolved",
        "verified_minimum": 136000,
        "total_display": "≥136K",
        "resolved": false,
        "note": "A current TikTok display was located; other comparable primary-account counts remain unresolved.",
        "source_urls": [
          "https://www.tiktok.com/@melissapeterman"
        ]
      }
    },
    {
      "entity_id": "david-backes",
      "display_name": "David Backes",
      "known_for": "Former NHL player, United States Olympian and animal-welfare advocate.",
      "entity_type": "Person",
      "university_relationship_type": "degree_recipient",
      "university_connection_summary": "The university identifies Backes as a 2014 graduate in Organizational Applied Studies / Non-Profit Leadership after his Mavericks hockey career.",
      "degree": "Bachelor of Science",
      "field_of_study": "Organizational Applied Studies / Non-Profit Leadership",
      "graduation_year": 2014,
      "attendance_years": null,
      "university_source_url": "https://mankato.mnsu.edu/alumni-portal/alumni-association/distinguished-alumni-awards/past-year-honorees/",
      "university_source_class": "official university record",
      "university_verified_date": "2026-09-18",
      "official_website": null,
      "audience_record": null
    },
    {
      "entity_id": "glen-a-taylor",
      "display_name": "Glen Taylor",
      "known_for": "Business executive, former Minnesota state senator and former professional-basketball owner.",
      "entity_type": "Person",
      "university_relationship_type": "graduate",
      "university_connection_summary": "The university's alumni record identifies Taylor as a 1962 Mathematics graduate.",
      "degree": "Bachelor's degree",
      "field_of_study": "Mathematics",
      "graduation_year": 1962,
      "attendance_years": null,
      "university_source_url": "https://mankato.mnsu.edu/alumni-portal/alumni-association/distinguished-alumni-awards/previous-award-recipients/",
      "university_source_class": "official university record",
      "university_verified_date": "2026-09-18",
      "official_website": null,
      "audience_record": null
    },
    {
      "entity_id": "tim-walz",
      "display_name": "Tim Walz",
      "known_for": "Minnesota governor, former U.S. representative, teacher and National Guard veteran.",
      "entity_type": "Person",
      "university_relationship_type": "degree_recipient",
      "university_connection_summary": "The Minnesota Legislative Manual records Walz's 2001 master's degree in Educational Leadership from Minnesota State University, Mankato.",
      "degree": "Master of Science",
      "field_of_study": "Educational Leadership",
      "graduation_year": 2001,
      "attendance_years": null,
      "university_source_url": "https://sos.mn.gov/media/5424/executive-offices-2023.pdf",
      "university_source_class": "official state record",
      "university_verified_date": "2026-09-18",
      "official_website": null,
      "audience_record": {
        "entity_id": "tim-walz",
        "display_name": "Tim Walz",
        "tiktok": "~2.1M",
        "instagram": "~2.30M",
        "youtube": "~161K",
        "facebook": "Unresolved",
        "verified_minimum": 4561000,
        "total_display": "≥4.56M",
        "resolved": false,
        "note": "Facebook follower count could not be verified comparably; unknown is not treated as zero.",
        "source_urls": [
          "https://www.tiktok.com/@timwalz",
          "https://hypeauditor.com/instagram/timwalz/",
          "https://vling.net/en/channel/UCOOyPFRNz-_VWX6r_2jHW6g/channel-info"
        ]
      }
    },
    {
      "entity_id": "becca-kufrin",
      "display_name": "Becca Kufrin",
      "known_for": "Television personality and communications professional.",
      "entity_type": "Person",
      "university_relationship_type": "degree_recipient",
      "university_connection_summary": "Kufrin's first-party professional profile records attendance from 2008 to 2012 and a Bachelor of Science in Mass Communications.",
      "degree": "Bachelor of Science",
      "field_of_study": "Mass Communications",
      "graduation_year": 2012,
      "attendance_years": null,
      "university_source_url": "https://www.linkedin.com/in/rebecca-kufrin-23301544",
      "university_source_class": "first-party professional profile",
      "university_verified_date": "2026-09-18",
      "official_website": null,
      "audience_record": {
        "entity_id": "becca-kufrin",
        "display_name": "Becca Kufrin",
        "tiktok": "~45K",
        "instagram": "~1.18M",
        "youtube": "Unresolved",
        "facebook": "Unresolved",
        "verified_minimum": 1228000,
        "total_display": "≥1.23M",
        "resolved": false,
        "note": "Instagram and TikTok could be verified; YouTube and Facebook remain unresolved.",
        "source_urls": [
          "https://hypeauditor.com/instagram/bkoof/",
          "https://hafi.pro/income/bkoof"
        ]
      }
    },
    {
      "entity_id": "kris-lindahl",
      "display_name": "Kris Lindahl",
      "known_for": "Real-estate entrepreneur and business founder.",
      "entity_type": "Person",
      "university_relationship_type": "graduate",
      "university_connection_summary": "The university's foundation profile identifies Lindahl as a 2008 graduate with a bachelor's degree in Education.",
      "degree": "Bachelor of Arts",
      "field_of_study": "Education",
      "graduation_year": 2008,
      "attendance_years": null,
      "university_source_url": "https://mankato.mnsu.edu/giving/foundation/about-the-foundation/foundation-board-of-directors/kris-lindahl/",
      "university_source_class": "official university record",
      "university_verified_date": "2026-09-18",
      "official_website": null,
      "audience_record": {
        "entity_id": "kris-lindahl",
        "display_name": "Kris Lindahl",
        "tiktok": "~6.3K",
        "instagram": "Unresolved",
        "youtube": "Unresolved",
        "facebook": "Unresolved",
        "verified_minimum": 6300,
        "total_display": "≥6.3K",
        "resolved": false,
        "note": "Official profiles are linked through Lindahl's first-party profile hub; comparable counts remain partially unresolved.",
        "source_urls": [
          "https://linktr.ee/krislindahl"
        ]
      }
    },
    {
      "entity_id": "lou-bellamy",
      "display_name": "Lou Bellamy",
      "known_for": "Theatre founder, director and educator.",
      "entity_type": "Person",
      "university_relationship_type": "graduate",
      "university_connection_summary": "The university's alumni record identifies Bellamy as a 1967 Psychology graduate.",
      "degree": "Bachelor's degree",
      "field_of_study": "Psychology",
      "graduation_year": 1967,
      "attendance_years": null,
      "university_source_url": "https://mankato.mnsu.edu/alumni-portal/alumni-association/distinguished-alumni-awards/previous-award-recipients/",
      "university_source_class": "official university record",
      "university_verified_date": "2026-09-18",
      "official_website": null,
      "audience_record": null
    },
    {
      "entity_id": "faith-sullivan",
      "display_name": "Faith Sullivan",
      "known_for": "Novelist and author of Good Night, Mr. Wodehouse.",
      "entity_type": "Person",
      "university_relationship_type": "graduate",
      "university_connection_summary": "The university's alumni record identifies Sullivan as a 1956 History graduate.",
      "degree": "Bachelor's degree",
      "field_of_study": "History",
      "graduation_year": 1956,
      "attendance_years": null,
      "university_source_url": "https://mankato.mnsu.edu/alumni-portal/alumni-association/distinguished-alumni-awards/previous-award-recipients/",
      "university_source_class": "official university record",
      "university_verified_date": "2026-09-18",
      "official_website": null,
      "audience_record": null
    },
    {
      "entity_id": "nicole-helget",
      "display_name": "Nicole Helget",
      "known_for": "Author and creative-writing educator.",
      "entity_type": "Person",
      "university_relationship_type": "degree_recipient",
      "university_connection_summary": "The university's alumni record lists Helget's 2001 and 2007 degrees in English and Creative Writing.",
      "degree": "Bachelor's and graduate degrees",
      "field_of_study": "English and Creative Writing",
      "graduation_year": 2007,
      "attendance_years": null,
      "university_source_url": "https://mankato.mnsu.edu/alumni-portal/alumni-association/distinguished-alumni-awards/previous-award-recipients/",
      "university_source_class": "official university record",
      "university_verified_date": "2026-09-18",
      "official_website": null,
      "audience_record": null
    },
    {
      "entity_id": "aaron-doering",
      "display_name": "Aaron Doering",
      "known_for": "Learning-technologies scholar and expedition-based educator.",
      "entity_type": "Person",
      "university_relationship_type": "graduate",
      "university_connection_summary": "The university's alumni record identifies Doering as a 1995 Geography graduate.",
      "degree": "Bachelor's degree",
      "field_of_study": "Geography",
      "graduation_year": 1995,
      "attendance_years": null,
      "university_source_url": "https://mankato.mnsu.edu/alumni-portal/alumni-association/distinguished-alumni-awards/previous-award-recipients/",
      "university_source_class": "official university record",
      "university_verified_date": "2026-09-18",
      "official_website": null,
      "audience_record": null
    },
    {
      "entity_id": "brad-nessler",
      "display_name": "Brad Nessler",
      "known_for": "National sports broadcaster.",
      "entity_type": "Person",
      "university_relationship_type": "graduate",
      "university_connection_summary": "The university's alumni record identifies Nessler as a 1977 Mass Communications graduate.",
      "degree": "Bachelor's degree",
      "field_of_study": "Mass Communications",
      "graduation_year": 1977,
      "attendance_years": null,
      "university_source_url": "https://mankato.mnsu.edu/alumni-portal/alumni-association/distinguished-alumni-awards/previous-award-recipients/",
      "university_source_class": "official university record",
      "university_verified_date": "2026-09-18",
      "official_website": null,
      "audience_record": null
    },
    {
      "entity_id": "dennis-hejlik",
      "display_name": "Dennis Hejlik",
      "known_for": "Retired United States Marine Corps lieutenant general.",
      "entity_type": "Person",
      "university_relationship_type": "graduate",
      "university_connection_summary": "The university's alumni record identifies Hejlik as a 1975 Elementary Education graduate.",
      "degree": "Bachelor's degree",
      "field_of_study": "Elementary Education",
      "graduation_year": 1975,
      "attendance_years": null,
      "university_source_url": "https://mankato.mnsu.edu/alumni-portal/alumni-association/distinguished-alumni-awards/previous-award-recipients/",
      "university_source_class": "official university record",
      "university_verified_date": "2026-09-18",
      "official_website": null,
      "audience_record": null
    },
    {
      "entity_id": "nelsie-yang",
      "display_name": "Nelsie Yang",
      "known_for": "St. Paul City Council member and social worker.",
      "entity_type": "Person",
      "university_relationship_type": "degree_recipient",
      "university_connection_summary": "The university identifies Yang as a 2017 Bachelor of Science graduate in Social Work.",
      "degree": "Bachelor of Science",
      "field_of_study": "Social Work",
      "graduation_year": 2017,
      "attendance_years": null,
      "university_source_url": "https://mankato.mnsu.edu/alumni-portal/alumni-association/distinguished-alumni-awards/past-year-honorees/",
      "university_source_class": "official university record",
      "university_verified_date": "2026-09-18",
      "official_website": null,
      "audience_record": null
    },
    {
      "entity_id": "william-a-sederburg",
      "display_name": "William A. Sederburg",
      "known_for": "Higher-education leader and former Michigan state senator.",
      "entity_type": "Person",
      "university_relationship_type": "graduate",
      "university_connection_summary": "The university's alumni record identifies Sederburg as a 1969 Political Science graduate.",
      "degree": "Bachelor's degree",
      "field_of_study": "Political Science",
      "graduation_year": 1969,
      "attendance_years": null,
      "university_source_url": "https://mankato.mnsu.edu/alumni-portal/alumni-association/distinguished-alumni-awards/previous-award-recipients/",
      "university_source_class": "official university record",
      "university_verified_date": "2026-09-18",
      "official_website": null,
      "audience_record": null
    },
    {
      "entity_id": "albert-t-annexstad",
      "display_name": "Albert T. Annexstad",
      "known_for": "Insurance executive and civic leader.",
      "entity_type": "Person",
      "university_relationship_type": "graduate",
      "university_connection_summary": "The university's alumni record identifies Annexstad as a 1967 Social Studies graduate.",
      "degree": "Bachelor's degree",
      "field_of_study": "Social Studies",
      "graduation_year": 1967,
      "attendance_years": null,
      "university_source_url": "https://mankato.mnsu.edu/alumni-portal/alumni-association/distinguished-alumni-awards/previous-award-recipients/",
      "university_source_class": "official university record",
      "university_verified_date": "2026-09-18",
      "official_website": null,
      "audience_record": null
    },
    {
      "entity_id": "marlin-appelwick",
      "display_name": "Marlin Appelwick",
      "known_for": "Washington appellate judge and public servant.",
      "entity_type": "Person",
      "university_relationship_type": "graduate",
      "university_connection_summary": "The university's alumni record identifies Appelwick as a 1976 Mathematics graduate.",
      "degree": "Bachelor's degree",
      "field_of_study": "Mathematics",
      "graduation_year": 1976,
      "attendance_years": null,
      "university_source_url": "https://mankato.mnsu.edu/alumni-portal/alumni-association/distinguished-alumni-awards/previous-award-recipients/",
      "university_source_class": "official university record",
      "university_verified_date": "2026-09-18",
      "official_website": null,
      "audience_record": null
    },
    {
      "entity_id": "mary-story",
      "display_name": "Mary Story",
      "known_for": "Nutrition and public-health researcher.",
      "entity_type": "Person",
      "university_relationship_type": "graduate",
      "university_connection_summary": "The university's alumni record identifies Story as a 1975 Home Economics / Food and Nutrition graduate.",
      "degree": "Bachelor's degree",
      "field_of_study": "Home Economics / Food and Nutrition",
      "graduation_year": 1975,
      "attendance_years": null,
      "university_source_url": "https://mankato.mnsu.edu/alumni-portal/alumni-association/distinguished-alumni-awards/previous-award-recipients/",
      "university_source_class": "official university record",
      "university_verified_date": "2026-09-18",
      "official_website": null,
      "audience_record": null
    },
    {
      "entity_id": "seng-lai-tan",
      "display_name": "Seng-Lai Tan",
      "known_for": "Biotechnology scientist and research leader.",
      "entity_type": "Person",
      "university_relationship_type": "degree_recipient",
      "university_connection_summary": "The university's alumni record identifies Tan as a 1994 Biotechnology and Microbiology graduate.",
      "degree": "Graduate degree",
      "field_of_study": "Biotechnology and Microbiology",
      "graduation_year": 1994,
      "attendance_years": null,
      "university_source_url": "https://mankato.mnsu.edu/alumni-portal/alumni-association/distinguished-alumni-awards/previous-award-recipients/",
      "university_source_class": "official university record",
      "university_verified_date": "2026-09-18",
      "official_website": null,
      "audience_record": null
    },
    {
      "entity_id": "david-afriyie-donkor",
      "display_name": "David Afriyie Donkor",
      "known_for": "Theatre scholar, performer and educator.",
      "entity_type": "Person",
      "university_relationship_type": "degree_recipient",
      "university_connection_summary": "The university's alumni record lists Donkor's 1995 and 1998 degrees in Theatre Arts and Multidisciplinary Studies.",
      "degree": "Bachelor's and graduate degrees",
      "field_of_study": "Theatre Arts and Multidisciplinary Studies",
      "graduation_year": 1998,
      "attendance_years": null,
      "university_source_url": "https://mankato.mnsu.edu/alumni-portal/alumni-association/distinguished-alumni-awards/previous-award-recipients/",
      "university_source_class": "official university record",
      "university_verified_date": "2026-09-18",
      "official_website": null,
      "audience_record": null
    },
    {
      "entity_id": "cedric-yarbrough",
      "display_name": "Cedric Yarbrough",
      "known_for": "Actor and comedian known for Reno 911! and voice work.",
      "entity_type": "Person",
      "university_relationship_type": "former_student",
      "university_connection_summary": "The university's Today magazine documents Yarbrough's training in the Minnesota State theatre program.",
      "degree": null,
      "field_of_study": null,
      "graduation_year": null,
      "attendance_years": null,
      "university_source_url": "https://www.mnsu.edu/today-magazine/a-reputation-here-there-and-everywhere/",
      "university_source_class": "official university record",
      "university_verified_date": "2026-09-18",
      "official_website": null,
      "audience_record": {
        "entity_id": "cedric-yarbrough",
        "display_name": "Cedric Yarbrough",
        "tiktok": "~66K",
        "instagram": "Unresolved",
        "youtube": "Unresolved",
        "facebook": "Unresolved",
        "verified_minimum": 66000,
        "total_display": "≥66K",
        "resolved": false,
        "note": "A current TikTok display was located; other comparable primary-account counts remain unresolved.",
        "source_urls": [
          "https://www.tiktok.com/@cedricyarbrough1"
        ]
      }
    },
    {
      "entity_id": "adam-thielen",
      "display_name": "Adam Thielen",
      "known_for": "NFL wide receiver and former Mavericks football player.",
      "entity_type": "Person",
      "university_relationship_type": "athletic_alumnus",
      "university_connection_summary": "Minnesota State athletics documents Thielen's Mavericks career from 2009 through 2012.",
      "degree": null,
      "field_of_study": null,
      "graduation_year": null,
      "attendance_years": null,
      "university_source_url": "https://ahn.mnsu.edu/services-and-centers/center-for-sport-and-performance-psychology/testimonials/",
      "university_source_class": "official university record",
      "university_verified_date": "2026-09-18",
      "official_website": null,
      "audience_record": {
        "entity_id": "adam-thielen",
        "display_name": "Adam Thielen",
        "tiktok": "Unresolved",
        "instagram": "~505.7K",
        "youtube": "Unresolved",
        "facebook": "Unresolved",
        "verified_minimum": 505700,
        "total_display": "≥505.7K",
        "resolved": false,
        "note": "The official Instagram audience is verified; other primary-account values remain unresolved.",
        "source_urls": [
          "https://socialveins.com/influencer/instagram/athielen19"
        ]
      }
    },
    {
      "entity_id": "teddy-blueger",
      "display_name": "Teddy Blueger",
      "known_for": "NHL player and Stanley Cup champion.",
      "entity_type": "Person",
      "university_relationship_type": "athletic_alumnus",
      "university_connection_summary": "Minnesota State athletics identifies Blueger as a four-year Mavericks letterwinner from 2012 through 2016.",
      "degree": null,
      "field_of_study": null,
      "graduation_year": null,
      "attendance_years": null,
      "university_source_url": "https://msumavericks.com/news/2019/1/30/mens-hockey-blueger-becomes-13th-former-maverick-to-play-in-nhl.aspx",
      "university_source_class": "official university record",
      "university_verified_date": "2026-09-18",
      "official_website": null,
      "audience_record": null
    },
    {
      "entity_id": "connor-mackey",
      "display_name": "Connor Mackey",
      "known_for": "NHL defenseman and former Mavericks hockey player.",
      "entity_type": "Person",
      "university_relationship_type": "athletic_alumnus",
      "university_connection_summary": "Minnesota State athletics lists Mackey among Maverick NHL alumni and records his 2017–2020 university career.",
      "degree": null,
      "field_of_study": null,
      "graduation_year": null,
      "attendance_years": null,
      "university_source_url": "https://msumavericks.com/news/2025/9/19/mens-hockey-maverick-alumni-invited-to-nhl-training-camps.aspx",
      "university_source_class": "official university record",
      "university_verified_date": "2026-09-18",
      "official_website": null,
      "audience_record": null
    },
    {
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      "display_name": "Emmanuel Matadi",
      "known_for": "Olympic sprinter and NCAA champion.",
      "entity_type": "Person",
      "university_relationship_type": "athletic_alumnus",
      "university_connection_summary": "Minnesota State athletics identifies Matadi's 2014–2015 Mavericks career in its 2026 Hall of Fame announcement.",
      "degree": null,
      "field_of_study": null,
      "graduation_year": null,
      "attendance_years": null,
      "university_source_url": "https://msumavericks.com/news/2026/7/13/general-2026-minnesota-state-athletics-hall-of-fame-class-announced.aspx",
      "university_source_class": "official university record",
      "university_verified_date": "2026-09-18",
      "official_website": null,
      "audience_record": null
    },
    {
      "entity_id": "chris-reed",
      "display_name": "Chris Reed",
      "known_for": "Former NFL defensive lineman and NCAA track-and-field champion.",
      "entity_type": "Person",
      "university_relationship_type": "athletic_alumnus",
      "university_connection_summary": "Minnesota State athletics documents Reed's football and track career and identifies him with the class of 2014.",
      "degree": null,
      "field_of_study": null,
      "graduation_year": null,
      "attendance_years": null,
      "university_source_url": "https://msumavericks.com/honors/hall-of-fame/chris-reed/400",
      "university_source_class": "official university record",
      "university_verified_date": "2026-09-18",
      "official_website": null,
      "audience_record": null
    },
    {
      "entity_id": "tyler-pitlick",
      "display_name": "Tyler Pitlick",
      "known_for": "NHL forward and former Mavericks hockey player.",
      "entity_type": "Person",
      "university_relationship_type": "former_student",
      "university_connection_summary": "Minnesota State athletics identifies Pitlick among former Mavericks who reached the NHL.",
      "degree": null,
      "field_of_study": null,
      "graduation_year": null,
      "attendance_years": null,
      "university_source_url": "https://msumavericks.com/news/2025/9/19/mens-hockey-maverick-alumni-invited-to-nhl-training-camps.aspx",
      "university_source_class": "official university record",
      "university_verified_date": "2026-09-18",
      "official_website": null,
      "audience_record": null
    },
    {
      "entity_id": "chris-rupp",
      "display_name": "Chris Rupp",
      "known_for": "Singer and co-founder of the vocal group Home Free.",
      "entity_type": "Person",
      "university_relationship_type": "former_student",
      "university_connection_summary": "Independent Minnesota reporting records that Chris Rupp attended Minnesota State University, Mankato while he and his brother formed Home Free in Mankato.",
      "degree": null,
      "field_of_study": null,
      "graduation_year": null,
      "attendance_years": null,
      "university_source_url": "https://www.startribune.com/harmonic-convergence-minnesota-vocal-group-home-free-makes-bid-for-national-stardom/250244011",
      "university_source_class": "independent Minnesota reporting",
      "university_verified_date": "2026-09-18",
      "official_website": null,
      "audience_record": null
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  ],
  "audience_comparison": [
    {
      "entity_id": "josh-liljenquist",
      "display_name": "Josh Liljenquist",
      "tiktok": "~11.5M",
      "instagram": "6,942,790",
      "youtube": "~4.4M",
      "facebook": "10,926,381",
      "verified_minimum": 33769171,
      "total_display": "~33.77M",
      "resolved": true,
      "note": "Owner-supplied first-party profile screenshots; primary official account only on each platform.",
      "source_urls": [
        "https://www.tiktok.com/@joshlilj",
        "https://www.instagram.com/joshlilj/",
        "https://www.youtube.com/@joshlilj2",
        "https://www.facebook.com/joshlilj1"
      ]
    },
    {
      "entity_id": "tim-walz",
      "display_name": "Tim Walz",
      "tiktok": "~2.1M",
      "instagram": "~2.30M",
      "youtube": "~161K",
      "facebook": "Unresolved",
      "verified_minimum": 4561000,
      "total_display": "≥4.56M",
      "resolved": false,
      "note": "Facebook follower count could not be verified comparably; unknown is not treated as zero.",
      "source_urls": [
        "https://www.tiktok.com/@timwalz",
        "https://hypeauditor.com/instagram/timwalz/",
        "https://vling.net/en/channel/UCOOyPFRNz-_VWX6r_2jHW6g/channel-info"
      ]
    },
    {
      "entity_id": "becca-kufrin",
      "display_name": "Becca Kufrin",
      "tiktok": "~45K",
      "instagram": "~1.18M",
      "youtube": "Unresolved",
      "facebook": "Unresolved",
      "verified_minimum": 1228000,
      "total_display": "≥1.23M",
      "resolved": false,
      "note": "Instagram and TikTok could be verified; YouTube and Facebook remain unresolved.",
      "source_urls": [
        "https://hypeauditor.com/instagram/bkoof/",
        "https://hafi.pro/income/bkoof"
      ]
    },
    {
      "entity_id": "adam-thielen",
      "display_name": "Adam Thielen",
      "tiktok": "Unresolved",
      "instagram": "~505.7K",
      "youtube": "Unresolved",
      "facebook": "Unresolved",
      "verified_minimum": 505700,
      "total_display": "≥505.7K",
      "resolved": false,
      "note": "The official Instagram audience is verified; other primary-account values remain unresolved.",
      "source_urls": [
        "https://socialveins.com/influencer/instagram/athielen19"
      ]
    },
    {
      "entity_id": "melissa-peterman",
      "display_name": "Melissa Peterman",
      "tiktok": "~136K",
      "instagram": "Unresolved",
      "youtube": "Unresolved",
      "facebook": "Unresolved",
      "verified_minimum": 136000,
      "total_display": "≥136K",
      "resolved": false,
      "note": "A current TikTok display was located; other comparable primary-account counts remain unresolved.",
      "source_urls": [
        "https://www.tiktok.com/@melissapeterman"
      ]
    },
    {
      "entity_id": "cedric-yarbrough",
      "display_name": "Cedric Yarbrough",
      "tiktok": "~66K",
      "instagram": "Unresolved",
      "youtube": "Unresolved",
      "facebook": "Unresolved",
      "verified_minimum": 66000,
      "total_display": "≥66K",
      "resolved": false,
      "note": "A current TikTok display was located; other comparable primary-account counts remain unresolved.",
      "source_urls": [
        "https://www.tiktok.com/@cedricyarbrough1"
      ]
    },
    {
      "entity_id": "kris-lindahl",
      "display_name": "Kris Lindahl",
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      "instagram": "Unresolved",
      "youtube": "Unresolved",
      "facebook": "Unresolved",
      "verified_minimum": 6300,
      "total_display": "≥6.3K",
      "resolved": false,
      "note": "Official profiles are linked through Lindahl's first-party profile hub; comparable counts remain partially unresolved.",
      "source_urls": [
        "https://linktr.ee/krislindahl"
      ]
    }
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  "research": {
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    "held_or_not_published": [
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      "Steve Gehrke",
      "Judith Kuster",
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      "Yang Chao-hsiang",
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      "Adrienne Armstrong",
      "Andrew Kuster",
      "Myron Medcalf",
      "Vicki Myron",
      "Rob Shanahan",
      "Mona Smith",
      "Mark Withers",
      "Adrian Battles",
      "Kevin Birr",
      "Jerilyn Britz",
      "LaMark Brown",
      "Larry Brown",
      "Ryan Carter",
      "John Castañeda",
      "Jim Dilling",
      "Aaron Fox",
      "Brandon Girtz",
      "Tim Jackman",
      "Jon Kalinski",
      "Dryden McKay",
      "Travis Morin",
      "Malavath Purna",
      "Shane Zylstra",
      "Jessica Benham",
      "Stephanie Schriock",
      "Gwen Westerman",
      "Todd Hoffner"
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  "corrections_url": "https://joshliljenquist.com/contact"
}
