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        "RED Canids"
      ],
      "playoffRetainedTop3": [
        "LOUD",
        "paiN Gaming"
      ],
      "playoffDroppedTop3": [
        "LØS"
      ]
    },
    {
      "fromSplit": "2023-2",
      "toSplit": "2024-1",
      "commonTeams": 9,
      "rank_correlation": 0.324897,
      "top3_persistence": 66.666667,
      "top3_playoff_persistence": 66.666667,
      "roster_turnover": 64.444444,
      "crossEra": false,
      "comparable": true,
      "playoffComparable": true,
      "fromTop3": [
        "LOUD",
        "paiN Gaming",
        "RED Canids"
      ],
      "toTop3": [
        "LOUD",
        "RED Canids",
        "Vivo Keyd Stars"
      ],
      "retainedTop3": [
        "LOUD",
        "RED Canids"
      ],
      "droppedTop3": [
        "paiN Gaming"
      ],
      "playoffFromTop3": [
        "LOUD",
        "paiN Gaming",
        "RED Canids"
      ],
      "playoffToTop3": [
        "LOUD",
        "paiN Gaming",
        "Vivo Keyd Stars"
      ],
      "playoffRetainedTop3": [
        "LOUD",
        "paiN Gaming"
      ],
      "playoffDroppedTop3": [
        "RED Canids"
      ]
    },
    {
      "fromSplit": "2024-1",
      "toSplit": "2024-2",
      "commonTeams": 10,
      "rank_correlation": 0.734582,
      "top3_persistence": 66.666667,
      "top3_playoff_persistence": 66.666667,
      "roster_turnover": 24.0,
      "crossEra": false,
      "comparable": true,
      "playoffComparable": true,
      "fromTop3": [
        "LOUD",
        "RED Canids",
        "Vivo Keyd Stars"
      ],
      "toTop3": [
        "paiN Gaming",
        "RED Canids",
        "Vivo Keyd Stars"
      ],
      "retainedTop3": [
        "RED Canids",
        "Vivo Keyd Stars"
      ],
      "droppedTop3": [
        "LOUD"
      ],
      "playoffFromTop3": [
        "LOUD",
        "paiN Gaming",
        "Vivo Keyd Stars"
      ],
      "playoffToTop3": [
        "paiN Gaming",
        "Vivo Keyd Stars",
        "RED Canids"
      ],
      "playoffRetainedTop3": [
        "Vivo Keyd Stars",
        "paiN Gaming"
      ],
      "playoffDroppedTop3": [
        "LOUD"
      ]
    },
    {
      "fromSplit": "2024-2",
      "toSplit": "2025-1",
      "commonTeams": 5,
      "rank_correlation": -0.67082,
      "top3_persistence": 0.0,
      "top3_playoff_persistence": 0.0,
      "roster_turnover": 32.0,
      "crossEra": false,
      "comparable": false,
      "playoffComparable": true,
      "fromTop3": [
        "paiN Gaming",
        "RED Canids",
        "Vivo Keyd Stars"
      ],
      "toTop3": [
        "Isurus Estral",
        "Leviatan",
        "LOUD"
      ],
      "retainedTop3": [],
      "droppedTop3": [
        "RED Canids",
        "Vivo Keyd Stars",
        "paiN Gaming"
      ],
      "playoffFromTop3": [
        "paiN Gaming",
        "Vivo Keyd Stars",
        "RED Canids"
      ],
      "playoffToTop3": [
        "Isurus Estral",
        "Leviatan",
        "LOUD"
      ],
      "playoffRetainedTop3": [],
      "playoffDroppedTop3": [
        "RED Canids",
        "Vivo Keyd Stars",
        "paiN Gaming"
      ]
    },
    {
      "fromSplit": "2025-1",
      "toSplit": "2025-2",
      "commonTeams": 8,
      "rank_correlation": -0.09759,
      "top3_persistence": 0.0,
      "top3_playoff_persistence": 33.333333,
      "roster_turnover": 15.0,
      "crossEra": false,
      "comparable": false,
      "playoffComparable": true,
      "fromTop3": [
        "Isurus Estral",
        "Leviatan",
        "LOUD"
      ],
      "toTop3": [
        "FURIA",
        "paiN Gaming",
        "Vivo Keyd Stars"
      ],
      "retainedTop3": [],
      "droppedTop3": [
        "Isurus Estral",
        "LOUD",
        "Leviatan"
      ],
      "playoffFromTop3": [
        "Isurus Estral",
        "Leviatan",
        "LOUD"
      ],
      "playoffToTop3": [
        "FURIA",
        "paiN Gaming",
        "Isurus Estral"
      ],
      "playoffRetainedTop3": [
        "Isurus Estral"
      ],
      "playoffDroppedTop3": [
        "LOUD",
        "Leviatan"
      ]
    },
    {
      "fromSplit": "2025-2",
      "toSplit": "2025-3",
      "commonTeams": 8,
      "rank_correlation": 0.547619,
      "top3_persistence": 33.333333,
      "top3_playoff_persistence": 33.333333,
      "roster_turnover": 32.5,
      "crossEra": false,
      "comparable": false,
      "playoffComparable": true,
      "fromTop3": [
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        "paiN Gaming",
        "Vivo Keyd Stars"
      ],
      "toTop3": [
        "LOUD",
        "RED Canids",
        "Vivo Keyd Stars"
      ],
      "retainedTop3": [
        "Vivo Keyd Stars"
      ],
      "droppedTop3": [
        "FURIA",
        "paiN Gaming"
      ],
      "playoffFromTop3": [
        "FURIA",
        "paiN Gaming",
        "Isurus Estral"
      ],
      "playoffToTop3": [
        "Vivo Keyd Stars",
        "RED Canids",
        "paiN Gaming"
      ],
      "playoffRetainedTop3": [
        "paiN Gaming"
      ],
      "playoffDroppedTop3": [
        "FURIA",
        "Isurus Estral"
      ]
    },
    {
      "fromSplit": "2025-3",
      "toSplit": "2026-1",
      "commonTeams": 7,
      "rank_correlation": 0.0,
      "top3_persistence": 50.0,
      "top3_playoff_persistence": 33.333333,
      "roster_turnover": 60.0,
      "crossEra": false,
      "comparable": false,
      "playoffComparable": true,
      "fromTop3": [
        "LOUD",
        "RED Canids",
        "Vivo Keyd Stars"
      ],
      "toTop3": [
        "FURIA",
        "RED Canids",
        "Fluxo W7M",
        "Vivo Keyd Stars"
      ],
      "retainedTop3": [
        "RED Canids",
        "Vivo Keyd Stars"
      ],
      "droppedTop3": [
        "LOUD"
      ],
      "playoffFromTop3": [
        "Vivo Keyd Stars",
        "RED Canids",
        "paiN Gaming"
      ],
      "playoffToTop3": [
        "FURIA",
        "LØS",
        "RED Canids"
      ],
      "playoffRetainedTop3": [
        "RED Canids"
      ],
      "playoffDroppedTop3": [
        "Vivo Keyd Stars",
        "paiN Gaming"
      ]
    },
    {
      "fromSplit": "2026-1",
      "toSplit": "2026-2",
      "commonTeams": 8,
      "rank_correlation": 0.1697,
      "top3_persistence": 33.333333,
      "top3_playoff_persistence": null,
      "roster_turnover": 40.0,
      "crossEra": false,
      "comparable": true,
      "playoffComparable": false,
      "fromTop3": [
        "FURIA",
        "RED Canids",
        "Fluxo W7M",
        "Vivo Keyd Stars"
      ],
      "toTop3": [
        "FURIA",
        "LOUD",
        "LØS"
      ],
      "retainedTop3": [
        "FURIA"
      ],
      "droppedTop3": [
        "Fluxo W7M",
        "RED Canids",
        "Vivo Keyd Stars"
      ],
      "playoffFromTop3": [
        "FURIA",
        "LØS",
        "RED Canids"
      ],
      "playoffToTop3": null,
      "playoffRetainedTop3": null,
      "playoffDroppedTop3": null
    }
  ],
  "playoffTop3Sources": {
    "2016-1": "https://lol.fandom.com/wiki/CBLOL/2016_Season/Split_1_Playoffs",
    "2016-2": "https://lol.fandom.com/wiki/CBLOL/2016_Season/Split_2_Playoffs",
    "2017-1": "https://lol.fandom.com/wiki/CBLOL/2017_Season/Split_1_Playoffs",
    "2017-2": "https://lol.fandom.com/wiki/CBLOL/2017_Season/Split_2_Playoffs",
    "2018-1": "https://lol.fandom.com/wiki/CBLOL/2018_Season/Split_1_Playoffs",
    "2018-2": "https://lol.fandom.com/wiki/CBLOL/2018_Season/Split_2_Playoffs",
    "2019-1": "https://lol.fandom.com/wiki/CBLOL/2019_Season/Split_1_Playoffs",
    "2019-2": "https://lol.fandom.com/wiki/CBLOL/2019_Season/Split_2_Playoffs",
    "2020-1": "https://lol.fandom.com/wiki/CBLOL/2020_Season/Split_1_Playoffs",
    "2020-2": "https://lol.fandom.com/wiki/CBLOL/2020_Season/Split_2_Playoffs",
    "2021-1": "https://lol.fandom.com/wiki/CBLOL/2021_Season/Split_1_Playoffs",
    "2021-2": "https://lol.fandom.com/wiki/CBLOL/2021_Season/Split_2_Playoffs",
    "2022-1": "https://lol.fandom.com/wiki/CBLOL/2022_Season/Split_1_Playoffs",
    "2022-2": "https://lol.fandom.com/wiki/CBLOL/2022_Season/Split_2_Playoffs",
    "2023-1": "https://lol.fandom.com/wiki/CBLOL/2023_Season/Split_1_Playoffs",
    "2023-2": "https://lol.fandom.com/wiki/CBLOL/2023_Season/Split_2_Playoffs",
    "2024-1": "https://lol.fandom.com/wiki/CBLOL/2024_Season/Split_1_Playoffs",
    "2024-2": "https://lol.fandom.com/wiki/CBLOL/2024_Season/Split_2_Playoffs",
    "2025-1": "https://lol.fandom.com/wiki/LTA_South/2025_Season/Split_1",
    "2025-2": "https://lol.fandom.com/wiki/LTA_South/2025_Season/Split_2_Playoffs",
    "2025-3": "https://lol.fandom.com/wiki/LTA_South/2025_Season/Split_3",
    "2026-1": "https://lol.fandom.com/wiki/CBLOL/2026_Season/Split_1_Playoffs"
  },
  "quality": {
    "rawTeamRows": 7508,
    "rawPlayerRows": 37540,
    "duplicateTeamKeys": 0,
    "duplicatePlayerKeys": 0,
    "excluded": [
      {
        "split": "2024-2",
        "extraTiebreakRows": 4
      },
      {
        "split": "2025-1",
        "reason": "schedule_incomplete",
        "teams": 8,
        "games": 30,
        "series": 10
      },
      {
        "split": "2025-3",
        "reason": "schedule_incomplete",
        "teams": 8,
        "games": 67,
        "series": 0
      }
    ],
    "identityRepair": "2022-2: Flamengo MDL + LØS = Flamengo Los Grandes. 2025 LTA S: Isurus + Isurus Estral = Isurus Estral. Outras identidades mantidas como registradas.",
    "misdatedRows": 132,
    "retainedGames": 1709,
    "missingRegularYears": [
      2015
    ],
    "unavailable": [
      "Lead no late: snapshot aos 25 disponível; sem série temporal contínua",
      "Imports por elegibilidade oficial: somente nacionalidade atual disponível"
    ],
    "phaseNotes": [
      "2015: Oracle contém apenas Post; os resultados regulares da Leaguepedia aparecem na cobertura geral, sem telemetria para este estudo.",
      "2025: LTA Sul é a continuação brasileira de um ano; Etapa 2 entra apenas nos cenários estendidos. Etapas 1 e 3 ficam fora por formato eliminatório.",
      "2026: Cup separada; duas etapas MD3 no cenário estendido.",
      "2026-2: playoffs ainda em andamento; sem campeão atribuído."
    ],
    "missingGold20": false,
    "hasLateTimeline": false,
    "lateSnapshotMinute": 25
  },
  "sources": [
    {
      "title": "Dados e CSVs — Oracle’s Elixir",
      "url": "https://oracleselixir.com/tools/downloads"
    },
    {
      "title": "Série temporal interrompida — Bernal et al.",
      "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC5407170/"
    },
    {
      "title": "Mann–Whitney — SciPy (amostras independentes)",
      "url": "https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.mannwhitneyu.html"
    },
    {
      "title": "Covariância robusta HAC — statsmodels",
      "url": "https://www.statsmodels.org/stable/generated/statsmodels.regression.linear_model.RegressionResults.get_robustcov_results.html"
    },
    {
      "title": "Noll–Scully e duração da temporada",
      "url": "https://www.monash.edu/business/economics/research/publications/2005/0205competitivebalancesports.pdf"
    },
    {
      "title": "Formato e final da Etapa 2 de 2026 — Riot",
      "url": "https://lolesports.com/pt-BR/news/cblol-2026-tudo-que-voc-precisa-saber-sobre-a-etapa-2"
    },
    {
      "title": "Formato da LTA Sul 2025 — Etapa 2",
      "url": "https://lolesports.com/es-MX/news/lta-sur-2025-todo-lo-que-necesitas-saber-sobre-el-split-2"
    },
    {
      "title": "Formato da LTA Sul 2025 — Etapa 3",
      "url": "https://lolesports.com/pt-BR/news/lta-sul-2025-tudo-que-voc-precisa-saber-sobre-a-etapa-3"
    },
    {
      "title": "Regulamento de 2018 — Riot",
      "url": "https://news.cdn.leagueoflegends.com.s3.amazonaws.com/public/riot-bra/esports/lolesportsbr/janeiro-2018/regulamento/Regulamento%20Oficial%20-%20Temporada%202018.pdf"
    },
    {
      "title": "Identidade Flamengo / Los Grandes em 2022",
      "url": "https://ge.globo.com/esports/lol/noticia/2022/06/10/cblol-2022-los-grandes-compra-100percent-da-vaga-da-simplicity-flamengo.ghtml"
    },
    {
      "title": "Colocações finais de playoffs — Leaguepedia",
      "url": "https://lol.fandom.com/wiki/CBLOL"
    }
  ]
}