{ "schema": 1, "reference": "2026-10-25", "electorate": { "total": 157828968, "national_including_exterior": 158745502, "excluded_exterior": 916534, "scope": "Brasil, sem exterior", "source": "analysis/apuracao_2026/dados/presidente.json", "source_sha256": "0bb01ddb79108500a55987b5be1fc437f38ef5f88509ec846a00df8dd7853788", "source_generated_at": "2026-10-05T15:51:47.000Z", "source_snapshot_id": 531568, "source_page": "apuracao_1o_turno_2026.html", "method": "Eleitorado apto das 27 UFs na apuração presidencial TSE 2026; ZZ excluída para corresponder ao universo das pesquisas. Base fixa, sem estimar mudança de aptidão entre turnos." }, "turnout_model": {"reference": "2026-10-09", "first_round": {"electorate": 157828968, "attendance": 124934069, "absence": 32894899, "turnout_pct": 79.15788247440102, "absence_pct": 20.84211752559898, "scope": "Brasil, sem exterior", "source": "analysis/apuracao_2026/dados/presidente.json", "source_sha256": "0bb01ddb79108500a55987b5be1fc437f38ef5f88509ec846a00df8dd7853788", "source_snapshot": 531568}, "central_turnout_pct": 79.15788247440102, "central_delta_pp": 0.0, "scenarios": [{"id": "central", "name": "Central · repetir o 1º turno", "delta_turnout_pp": 0.0, "turnout_pct": 79.15788247440102, "absence_pct": 20.84211752559898, "attendance": 124934069.0, "absence": 32894899.000000004, "delta_attendance": 0.0}, {"id": "media_3", "name": "Média recente · 2014–2022", "delta_turnout_pp": -0.7729627913740794, "turnout_pct": 78.38491968302694, "absence_pct": 21.61508031697306, "attendance": 123714109.80335027, "absence": 34114858.19664971, "delta_attendance": -1219959.1966497025}, {"id": "media_todas", "name": "Média histórica · 2002–2022", "delta_turnout_pp": -1.777197946600931, "turnout_pct": 77.38068452780008, "absence_pct": 22.61931547219991, "attendance": 122129135.82156254, "absence": 35699832.17843745, "delta_attendance": -2804933.17843744}, {"id": "ano_2002", "name": "Como em 2002", "delta_turnout_pp": -2.724299305483356, "turnout_pct": 76.43358316891766, "absence_pct": 23.566416831082336, "attendance": 120634335.52092445, "absence": 37194632.47907556, "delta_attendance": -4299733.479075548}, {"id": "ano_2006", "name": "Como em 2006", "delta_turnout_pp": -2.239999999999995, "turnout_pct": 76.91788247440103, "absence_pct": 23.082117525598974, "attendance": 121398700.11680001, "absence": 36430267.8832, "delta_attendance": -3535368.883199992}, {"id": "ano_2010", "name": "Como em 2010", "delta_turnout_pp": -3.3799999999999955, "turnout_pct": 75.77788247440103, "absence_pct": 24.222117525598975, "attendance": 119599449.88159999, "absence": 38229518.1184, "delta_attendance": -5334619.118399993}, {"id": "ano_2014", "name": "Como em 2014", "delta_turnout_pp": -1.7119011728763525, "turnout_pct": 77.44598130152467, "absence_pct": 22.554018698475332, "attendance": 122232193.04566935, "absence": 35596774.95433065, "delta_attendance": -2701875.9543306427}, {"id": "ano_2018", "name": "Como em 2018", "delta_turnout_pp": -0.9715825199302941, "turnout_pct": 78.18629995447073, "absence_pct": 21.813700045529274, "attendance": 123400630.3355256, "absence": 34428337.66447438, "delta_attendance": -1533438.6644743776}, {"id": "ano_2022", "name": "Como em 2022", "delta_turnout_pp": 0.3645953186844082, "turnout_pct": 79.52247779308543, "absence_pct": 20.47752220691457, "attendance": 125509506.02885592, "absence": 32319461.971144095, "delta_attendance": 575437.0288559126}], "history": [{"year": 2002, "turnout_1_pct": 82.2566097923117, "turnout_2_pct": 79.53231048682835, "source": {"url": "https://static.poder360.com.br/2021/08/2003_tse_relatorio_eleicoes_2002-2.pdf", "note": "Relatório das Eleições 2002, TSE, p. 26; país incluindo exterior. Eleitorado 115.254.113; comparecimento 94.804.126 e 91.664.259. Cópia do documento primário hospedada pelo Poder360.", "accessed": "2026-10-09", "sha256": "f18ea3e4f02bcbb04bb28649dea0820ead03e100aa1d736153a36938c5b165b6"}, "counts": {"electorate_1": 115254113, "electorate_2": 115254113, "attendance_1": 94804126, "attendance_2": 91664259}, "delta_turnout_pp": -2.724299305483356, "delta_absence_pp": 2.724299305483356}, {"year": 2006, "turnout_1_pct": 83.25, "turnout_2_pct": 81.01, "source": {"url": "https://www.camara.leg.br/noticias/143620-abstencoes-sobem-no-2o-turno-e-se-igualam-a-indice-de-1998/", "note": "Agência Câmara, 01/11/2010: abstenção nacional 16,75% e 18,99%. Percentuais publicados arredondados; não inventamos totais exatos.", "accessed": "2026-10-09"}, "delta_turnout_pp": -2.239999999999995, "delta_absence_pp": 2.239999999999995}, {"year": 2010, "turnout_1_pct": 81.88, "turnout_2_pct": 78.5, "source": {"url": "https://www.camara.leg.br/noticias/143620-abstencoes-sobem-no-2o-turno-e-se-igualam-a-indice-de-1998/", "note": "Agência Câmara, 01/11/2010: abstenção nacional 18,12% e 21,50%. Percentuais publicados arredondados.", "accessed": "2026-10-09"}, "delta_turnout_pp": -3.3799999999999955, "delta_absence_pp": 3.3799999999999955}, {"year": 2014, "turnout_1_pct": 80.61, "turnout_2_pct": 78.89809882712365, "source": {"url": "https://www.tse.jus.br/comunicacao/noticias/2014/Dezembro/plenario-do-tse-proclama-resultado-definitivo-do-segundo-turno-da-eleicao-presidencial", "note": "Resultado definitivo do TSE: eleitorado 142.822.046, comparecimento 112.683.879. Primeiro turno: 80,61% publicado pelo TSE em 06/10; dado arredondado, não geramos decimais fictícios.", "accessed": "2026-10-09"}, "first_source": {"url": "https://www.tse.jus.br/comunicacao/noticias/2014/Outubro/tse-divulga-dados-gerais-sobre-primeiro-turno-das-eleicoes-2014", "note": "Comparecimento 115.122.883 (80,61%), abstenção 27.698.475 (19,39%).", "accessed": "2026-10-09"}, "delta_turnout_pp": -1.7119011728763525, "delta_absence_pp": 1.7119011728763525}, {"year": 2018, "turnout_1_pct": 79.67388902151127, "turnout_2_pct": 78.70230650158098, "source": {"url": "https://cdn.tse.jus.br/estatistica/sead/odsele/detalhe_votacao_secao/detalhe_votacao_secao_2018.zip", "path": "data/raw/tse_resultados/detalhe_votacao_secao_2018.zip", "sha256": "de35b08db427ee0c3089d88317e6166ea5dea33630f5b1dabdccf3304de48f70", "member": "detalhe_votacao_secao_2018_BR.csv", "generated_dates": ["15/02/2024"], "note": "CSV presidencial BR, somado uma vez por seção e turno, Brasil e exterior; denominador QT_APTOS, não apenas votos válidos."}, "delta_turnout_pp": -0.9715825199302941, "delta_absence_pp": 0.9715825199302941}, {"year": 2022, "turnout_1_pct": 79.05350026468801, "turnout_2_pct": 79.41809558337242, "source": {"url": "https://cdn.tse.jus.br/estatistica/sead/odsele/detalhe_votacao_secao/detalhe_votacao_secao_2022.zip", "path": "data/raw/tse_resultados/detalhe_votacao_secao_2022.zip", "sha256": "ad22c50b9e6d9dfb096a2170680a190f1734895ba89d8977b95fd63ca02c03da", "member": "detalhe_votacao_secao_2022_BR.csv", "generated_dates": ["15/02/2024"], "note": "CSV presidencial BR, somado uma vez por seção e turno, Brasil e exterior; denominador QT_APTOS, não apenas votos válidos."}, "delta_turnout_pp": 0.3645953186844082, "delta_absence_pp": -0.3645953186844082}], "history_sha256": "3be50cff54d0afb7a8b4b3a26581029de709e49b69195c3ea24bb1c3f853edd3", "retrospective": [{"id": "sem_mudanca", "name": "Repetir o 1º turno", "mae_pp": 1.0160263371636848, "bias_pp": 0.7729627913740794, "cases": [{"year": 2014, "training_years": [2002, 2006, 2010], "prediction_delta_pp": 0.0, "actual_delta_pp": -1.7119011728763525, "error_pp": 1.7119011728763525}, {"year": 2018, "training_years": [2002, 2006, 2010, 2014], "prediction_delta_pp": 0.0, "actual_delta_pp": -0.9715825199302941, "error_pp": 0.9715825199302941}, {"year": 2022, "training_years": [2002, 2006, 2010, 2014, 2018], "prediction_delta_pp": 0.0, "actual_delta_pp": 0.3645953186844082, "error_pp": -0.3645953186844082}]}, {"id": "ultima", "name": "Repetir a última variação", "mae_pp": 1.2481984395614678, "bias_pp": -1.2481984395614678, "cases": [{"year": 2014, "training_years": [2002, 2006, 2010], "prediction_delta_pp": -3.3799999999999955, "actual_delta_pp": -1.7119011728763525, "error_pp": -1.668098827123643}, {"year": 2018, "training_years": [2002, 2006, 2010, 2014], "prediction_delta_pp": -1.7119011728763525, "actual_delta_pp": -0.9715825199302941, "error_pp": -0.7403186529460584}, {"year": 2022, "training_years": [2002, 2006, 2010, 2014, 2018], "prediction_delta_pp": -0.9715825199302941, "actual_delta_pp": 0.3645953186844082, "error_pp": -1.3361778386147023}]}, {"id": "media_3", "name": "Média das últimas três variações", "mae_pp": 1.6425576720888462, "bias_pp": -1.6425576720888462, "cases": [{"year": 2014, "training_years": [2002, 2006, 2010], "prediction_delta_pp": -2.781433101827782, "actual_delta_pp": -1.7119011728763525, "error_pp": -1.0695319289514296}, {"year": 2018, "training_years": [2002, 2006, 2010, 2014], "prediction_delta_pp": -2.4439670576254477, "actual_delta_pp": -0.9715825199302941, "error_pp": -1.4723845376951537}, {"year": 2022, "training_years": [2002, 2006, 2010, 2014, 2018], "prediction_delta_pp": -2.0211612309355473, "actual_delta_pp": 0.3645953186844082, "error_pp": -2.3857565496199555}]}, {"id": "media_todas", "name": "Média de todas as variações anteriores", "mae_pp": 1.7273838156511556, "bias_pp": -1.7273838156511556, "cases": [{"year": 2014, "training_years": [2002, 2006, 2010], "prediction_delta_pp": -2.781433101827782, "actual_delta_pp": -1.7119011728763525, "error_pp": -1.0695319289514296}, {"year": 2018, "training_years": [2002, 2006, 2010, 2014], "prediction_delta_pp": -2.5140501195899247, "actual_delta_pp": -0.9715825199302941, "error_pp": -1.5424675996596307}, {"year": 2022, "training_years": [2002, 2006, 2010, 2014, 2018], "prediction_delta_pp": -2.2055565996579984, "actual_delta_pp": 0.3645953186844082, "error_pp": -2.5701519183424066}]}], "retrospective_minimum_2": [{"id": "sem_mudanca", "name": "Repetir o 1º turno", "mae_pp": 1.6070197528727626, "bias_pp": 1.4247220935305585, "cases": [{"year": 2010, "training_years": [2002, 2006], "prediction_delta_pp": 0.0, "actual_delta_pp": -3.3799999999999955, "error_pp": 3.3799999999999955}, {"year": 2014, "training_years": [2002, 2006, 2010], "prediction_delta_pp": 0.0, "actual_delta_pp": -1.7119011728763525, "error_pp": 1.7119011728763525}, {"year": 2018, "training_years": [2002, 2006, 2010, 2014], "prediction_delta_pp": 0.0, "actual_delta_pp": -0.9715825199302941, "error_pp": 0.9715825199302941}, {"year": 2022, "training_years": [2002, 2006, 2010, 2014, 2018], "prediction_delta_pp": 0.0, "actual_delta_pp": 0.3645953186844082, "error_pp": -0.3645953186844082}]}, {"id": "ultima", "name": "Repetir a última variação", "mae_pp": 1.221148829671101, "bias_pp": -0.6511488296711008, "cases": [{"year": 2010, "training_years": [2002, 2006], "prediction_delta_pp": -2.239999999999995, "actual_delta_pp": -3.3799999999999955, "error_pp": 1.1400000000000006}, {"year": 2014, "training_years": [2002, 2006, 2010], "prediction_delta_pp": -3.3799999999999955, "actual_delta_pp": -1.7119011728763525, "error_pp": -1.668098827123643}, {"year": 2018, "training_years": [2002, 2006, 2010, 2014], "prediction_delta_pp": -1.7119011728763525, "actual_delta_pp": -0.9715825199302941, "error_pp": -0.7403186529460584}, {"year": 2022, "training_years": [2002, 2006, 2010, 2014, 2018], "prediction_delta_pp": -0.9715825199302941, "actual_delta_pp": 0.3645953186844082, "error_pp": -1.3361778386147023}]}, {"id": "media_3", "name": "Média das últimas três variações", "mae_pp": 1.4563808408812147, "bias_pp": -1.0074556672520547, "cases": [{"year": 2010, "training_years": [2002, 2006], "prediction_delta_pp": -2.4821496527416755, "actual_delta_pp": -3.3799999999999955, "error_pp": 0.8978503472583199}, {"year": 2014, "training_years": [2002, 2006, 2010], "prediction_delta_pp": -2.781433101827782, "actual_delta_pp": -1.7119011728763525, "error_pp": -1.0695319289514296}, {"year": 2018, "training_years": [2002, 2006, 2010, 2014], "prediction_delta_pp": -2.4439670576254477, "actual_delta_pp": -0.9715825199302941, "error_pp": -1.4723845376951537}, {"year": 2022, "training_years": [2002, 2006, 2010, 2014, 2018], "prediction_delta_pp": -2.0211612309355473, "actual_delta_pp": 0.3645953186844082, "error_pp": -2.3857565496199555}]}, {"id": "media_todas", "name": "Média de todas as variações anteriores", "mae_pp": 1.5200004485529468, "bias_pp": -1.0710752749237868, "cases": [{"year": 2010, "training_years": [2002, 2006], "prediction_delta_pp": -2.4821496527416755, "actual_delta_pp": -3.3799999999999955, "error_pp": 0.8978503472583199}, {"year": 2014, "training_years": [2002, 2006, 2010], "prediction_delta_pp": -2.781433101827782, "actual_delta_pp": -1.7119011728763525, "error_pp": -1.0695319289514296}, {"year": 2018, "training_years": [2002, 2006, 2010, 2014], "prediction_delta_pp": -2.5140501195899247, "actual_delta_pp": -0.9715825199302941, "error_pp": -1.5424675996596307}, {"year": 2022, "training_years": [2002, 2006, 2010, 2014, 2018], "prediction_delta_pp": -2.2055565996579984, "actual_delta_pp": 0.3645953186844082, "error_pp": -2.5701519183424066}]}], "scope_checks": [{"year": 2018, "deltas_pp": {"Brasil": -0.9738002067552145, "Brasil e exterior": -0.9715825199302941}, "scope_difference_pp": -0.0022176868249204063, "unreconciled_electors": {"Brasil": {"1": 0, "2": 0}, "Brasil e exterior": {"1": 470, "2": 470}}}, {"year": 2022, "deltas_pp": {"Brasil": 0.3624103235761993, "Brasil e exterior": 0.3645953186844082}, "scope_difference_pp": -0.002184995108208909, "unreconciled_electors": {"Brasil": {"2": 84, "1": 84}, "Brasil e exterior": {"2": 657, "1": 657}}}], "observed_delta_range_pp": [-3.3799999999999955, 0.3645953186844082], "method": "Comparecimento do 1º turno de 2026 nas 27 UFs como ponto de partida. Central sem mudança entre turnos: menor MAE nas três retrospectivas recentes (2014, 2018 e 2022), sempre com três ou mais eleições anteriores. Médias e analogias históricas ficam como alternativas explícitas, sem ajuste das preferências dos ausentes.", "limits": "Apenas seis eleições; comparação exploratória, sem teste independente da escolha. Com início em 2010 (duas eleições anteriores), a última variação vence: a seleção não é robusta ao corte. A central é referência conservadora, não prova de abstenção constante. O envelope histórico não é intervalo de confiança nem previsão com cobertura validada. A faixa Monte Carlo de votos segue condicional ao comparecimento escolhido; não incorpora automaticamente estes cenários.", "scope_note": "Seis eleições presidenciais com segundo turno desde 2002. 1989 fica fora da era integral de urna eletrônica; 1994 e 1998 não tiveram segundo turno. Eleições municipais têm universo diferente entre turnos e não entram. 2006, 2010 e o primeiro turno de 2014 usam percentuais publicados arredondados. O alvo de 2026 exclui exterior; a diferença de escopo é uma hipótese de transporte testada em 2018 e 2022, não identidade exata para toda a série. Aptos com comparecimento e ausência ambos zero permanecem como resíduo documental, sem recodificá-los como abstenção; a situação de instalação não está informada em todas as linhas de 2018. Em 2026, as 27 UFs fecham exatamente; o exterior é excluído."}, "presence_model": {"reference": "2026-10-09", "adapter_sha256": "60e267ca2176281ec1313c595948bf8a506e3ef7eed138b32f690542e428ef76", "scope": "Brasil, sem exterior, na previsão e na urna", "central_extra_pct": 3.8, "central": {"predicted_valid_pct": {"flavio": 45.26716598307138, "lula": 45.120645128600216}, "observed_valid_pct": {"flavio": 47.03761218404258, "lula": 45.15608426218308}, "multiplier": 1.0382955367321345, "equivalent_extra_pct": 3.8295536732134483, "flavio_vs_all_others_pct": 7.384683242224632, "after_multiplier_valid_pct": {"flavio": 46.19980866463161, "lula": 44.35179330094866}}, "forecast_generated_at": "2026-10-04T01:22:40-03:00", "forecast_model_hash": "ae5671a1311e962442049c5d387fd4e20436f8053112e8ebfa8975a69b66a7e6", "forecast_published_commit": "1688f007", "observed_votes": {"flavio": 55960603, "lula": 53722151, "validos": 118969906}, "predicted_votes": {"flavio": 54116051.386426955, "lula": 53940888.44177277, "validos": 119548132.09792016}, "alternatives": [{"name": "Média PNAD + propensões Nexus", "predicted_valid_pct": {"flavio": 43.98609522265203, "lula": 44.062363636769945}, "observed_valid_pct": {"flavio": 47.03761218404258, "lula": 45.15608426218308}, "multiplier": 1.0434733759002206, "equivalent_extra_pct": 4.34733759002206, "flavio_vs_all_others_pct": 13.098839510028792, "after_multiplier_valid_pct": {"flavio": 45.03710884695365, "lula": 43.23560205524376}}, {"name": "Média PNAD sem propensões", "predicted_valid_pct": {"flavio": 43.927533567936614, "lula": 44.017153445308715}, "observed_valid_pct": {"flavio": 47.03761218404258, "lula": 45.15608426218308}, "multiplier": 1.0437923911630185, "equivalent_extra_pct": 4.379239116301847, "flavio_vs_all_others_pct": 13.36801705032431, "after_multiplier_valid_pct": {"flavio": 44.9858364833932, "lula": 43.18638061177}}, {"name": "Recência sem tendência (central anterior)", "predicted_valid_pct": {"flavio": 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] } }, "undecided": "Divisão proporcional à razão F/L da âncora entre os presentes, antes da conversão; editável no simulador. Não há rejeição comparável pós-04/10 incorporada; não transportamos a disponibilidade medida antes do 1º turno.", "states": {"reference": "2026-10-25", "selected": [], "covered_ufs": [], "covered_electorate": 0, "electorate": 157828968, "coverage_pct": 0.0, "use": "Diagnóstico por UF; não altera a central nacional nesta versão.", "reason": "A âncora atual adapta os componentes nacionais do motor. A camada territorial precisa de cobertura atual e calibração por eleitorado, comparecimento e efeitos de casa. Somar uma estadual à média nacional ou transportar o voto do 1º turno sem modelo de transferência daria precisão artificial.", "source_electorate": "analysis/apuracao_2026/dados/presidente.json", "source_electorate_sha256": "0bb01ddb79108500a55987b5be1fc437f38ef5f88509ec846a00df8dd7853788", "adapter_sha256": "db6c622c8bd0c835fcc41c57cdcc58b2d3784e6a79c27cbbaefd11faf7e9744d"}, "shared_sources": { "scripts/predicao_2026/base.py": "902f311abe132ecb78a6e22265a23b5c47e1e27a2848f81d48aadfa766047d68", "scripts/predicao_2026/recencia.py": "f5edf9fa31a030e4639241fe35cb3e4a9a2682ae8e47d60905e892543eca3518", "scripts/predicao_2026/tendencia.py": "b1e8732e7575b87f078a1508a0efce40b3ba5fb7a776268ab9d1d25ca35da4ff", "scripts/predicao_2026/motor.py": "47b7cc75627c06bbbc0f4f724ab75b7990b13caf4ac7e23bf1a05d9b831554de", "scripts/reponderacao-likely.py": "2b71aedbf906adfeaec7ba709a0dd5b2e29809348d00a980b47a9b804d2d6ee2" }, "adapter_sha256": "fa63926acd3f59591bf9f07db6a39206c9d34bfc9b85464c393293d6c20e3933", "method": "Última onda por casa na semana, peso pelo ponto médio do campo (meia-vida 3 dias); PNAD onde existe e publicado onde falta; âncora projetada a 25/10 por inclinação de 28 dias encolhida, estimada só após 04/10 quando identificável. Likely voter oficial entra após presença, sem extrapolação ou novo ajuste; sua casa fica fora da tendência entre universos distintos. Monte Carlo: bootstrap bayesiano conjunto por casa, Dirichlet com n efetivo e choque comum Student t (dp 2 pp) compartilhado; incerteza da inclinação adicional apenas nas casas de amostra completa.", "limits": "Adaptação nacional do motor do 1º turno, sem ML supervisionado ou informação nova criada pelo Monte Carlo. Não transfere validação contra pesquisas nem preferências territoriais do 1º turno. Pesos PNAD são sensibilidade de uma margem; propensões Nexus e transporte do resíduo relativo do 1º turno continuam hipóteses. Os intervalos são condicionais, sem cobertura validada contra a urna; com tendência indisponível supõem estabilidade até 25/10.", "uncertainty": {"runs": 20000, "flavio": {"p05": 50.3389519747535, "p50": 52.0682028933814, "p95": 53.778525687697424}, "lula": {"p05": 46.221474312302576, "p50": 47.9317971066186, "p95": 49.6610480252465}, "gap": {"p05": 0.6779039495070023, "p50": 4.136405786762786, "p95": 7.557051375394854}, "share_flavio_ahead": 0.971, "totals": {"flavio": {"p05": 60543579.9017744, "p50": 62677696.798823714, "p95": 64819713.164925374}, "lula": {"p05": 55624878.59759002, "p50": 57703332.09613443, "p95": 59824484.33927039}, "branco_nulo": {"p05": 3611468.845801644, "p50": 4514158.367723465, "p95": 5571320.654270195}, "abstencao": {"p05": 32894899.000000004, "p50": 32894899.000000004, "p95": 32894899.000000004}}} }, "polls": [{"id": "alfa_2026-10-22", "instituto": "Alfa Inteligência/TMC", "campo": {"inicio": "2026-10-18", "fim": "2026-10-22"}, "divulgacao": "2026-10-23", "published": {"flavio": 49.9, "lula": 46.0, "indecisos": 2.1, "branco_nulo": 2.0}, "pnad": {"flavio": 50.38699999999999, "lula": 45.489999999999995, "indecisos": 2.1229999999999998, "branco_nulo": 1.9999999999999998}, "nonchoice_fallback": [], "perfil_tipo": "perfil_publicado"}, {"id": "atlas_2026-10-23", "instituto": "AtlasIntel", "campo": {"inicio": "2026-10-18", "fim": "2026-10-23"}, "divulgacao": "2026-10-24", "published": {"flavio": 49.9, "lula": 48.4, "indecisos": 0.0, "branco_nulo": 1.7}, "pnad": {"flavio": 49.94750052499475, "lula": 48.333516664833354, "indecisos": 0.0, "branco_nulo": 1.7189828101718982}, "nonchoice_fallback": [], "perfil_tipo": "perfil_publicado"}, {"id": "datafolha_2026-10-24", "instituto": "Datafolha", "campo": {"inicio": "2026-10-23", "fim": "2026-10-24"}, "divulgacao": "2026-10-24", "published": {"flavio": 48.0, "lula": 47.0, "indecisos": 2.0, "branco_nulo": 3.0}, "pnad": {"flavio": 50.03403267136451, "lula": 45.30949711723254, "indecisos": 1.6385730301089045, "branco_nulo": 3.0178971812940425}, "nonchoice_fallback": [], "perfil_tipo": "hipotese_onda_anterior"}, {"id": "gerp_2026-10-24", "instituto": "Gerp", "campo": {"inicio": "2026-10-22", "fim": "2026-10-24"}, "divulgacao": "2026-10-24", "published": {"flavio": 49.494949494949495, "lula": 46.464646464646464, "indecisos": 3.0303030303030303, "branco_nulo": 1.0101010101010102}, "pnad": {"flavio": 49.47928766957242, "lula": 46.47117647653007, "indecisos": 3.035384195799957, "branco_nulo": 1.0141516580975565}, "nonchoice_fallback": [], "perfil_tipo": "perfil_ponderado"}, {"id": "ipespe_2026-10-22", "instituto": "Ipespe", "campo": {"inicio": "2026-10-20", "fim": "2026-10-22"}, "divulgacao": "2026-10-23", "published": {"flavio": 48.0, "lula": 47.0, "indecisos": 2.0, "branco_nulo": 3.0}, "pnad": {"flavio": 48.76271762377821, "lula": 46.21419576645546, "indecisos": 1.9178876251773973, "branco_nulo": 3.105198984588939}, "nonchoice_fallback": [], "perfil_tipo": "perfil_publicado"}, {"id": "mda_2026-10-23", "instituto": "MDA", "campo": {"inicio": "2026-10-21", "fim": "2026-10-23"}, "divulgacao": "2026-10-24", "published": {"flavio": 46.3, "lula": 45.0, "indecisos": 2.9, "branco_nulo": 5.8}, "pnad": {"flavio": 47.67799999999999, "lula": 43.839, "indecisos": 2.6259999999999994, "branco_nulo": 5.857}, "nonchoice_fallback": [], "perfil_tipo": "perfil_publicado"}, {"id": "nexus_2026-10-24", "instituto": "Nexus", "campo": {"inicio": "2026-10-23", "fim": "2026-10-24"}, "divulgacao": "2026-10-24", "published": {"flavio": 47.0, "lula": 46.0, "indecisos": 1.8, "branco_nulo": 5.2}, "pnad": {"flavio": 47.97147971479715, "lula": 44.87944879448794, "indecisos": 1.6610166101661017, "branco_nulo": 5.488054880548806}, "nonchoice_fallback": [], "perfil_tipo": "perfil_publicado"}, {"id": "palver_2026-10-24", "instituto": "Palver", "campo": {"inicio": "2026-10-22", "fim": "2026-10-24"}, "divulgacao": "2026-10-24", "published": {"flavio": 50.0, "lula": 49.0, "indecisos": 0.0, "branco_nulo": 1.0}, "pnad": {"flavio": 49.900491044193984, "lula": 49.099418947705296, "indecisos": 0.0, "branco_nulo": 1.0000900081007291}, "nonchoice_fallback": [], "perfil_tipo": "perfil_ponderado"}, {"id": "poderdata_2026-10-24", "instituto": "PoderData", "campo": {"inicio": "2026-10-23", "fim": "2026-10-24"}, "divulgacao": "2026-10-25", "published": {"flavio": 49.0, "lula": 47.0, "indecisos": 1.0, "branco_nulo": 3.0}, "pnad": {"flavio": 50.332, "lula": 45.668, "indecisos": 1.108, "branco_nulo": 2.892}, "nonchoice_fallback": [], "perfil_tipo": "perfil_ponderado"}, {"id": "realtime_2026-10-22", "instituto": "Real Time Big Data", "campo": {"inicio": "2026-10-19", "fim": "2026-10-22"}, "divulgacao": "2026-10-23", "published": {"flavio": 49.0, "lula": 45.0, "indecisos": 1.0, "branco_nulo": 5.0}, "pnad": {"flavio": 50.797999999999995, "lula": 43.24699999999999, "indecisos": 1.046, "branco_nulo": 4.908999999999999}, "nonchoice_fallback": [], "perfil_tipo": "perfil_publicado"}, {"id": "verita_2026-10-23", "instituto": "Veritá", "campo": {"inicio": "2026-10-19", "fim": "2026-10-23"}, "divulgacao": "2026-10-24", "published": {"flavio": 49.43999999999999, "lula": 46.459999999999994, "indecisos": 2.6699999999999995, "branco_nulo": 1.4299999999999997}, "pnad": {"flavio": 49.953, "lula": 46.005, "indecisos": 2.656, "branco_nulo": 1.386}, "nonchoice_fallback": [], "perfil_tipo": "hipotese_perfil_condicional"}], "engine": "dafbfc3b86546989", "excluded": [ { "id": "colectta_2026-10-23", "instituto": "Colectta", "reason": "Íntegra e perfil de renda não localizados; somente publicado na Projeção." }, { "id": "ranking_2026-10-16", "instituto": "Data Ranking", "reason": "Sem perfil e voto por renda atuais conferidos; somente publicado na Projeção." }, { "id": "datatrends_2026-10-21", "instituto": "DataTrends", "reason": "Divulgação de 23/10, campo 19–21/10, n=2.000. Total 50/46/4/1 soma 101 por arredondamento. Válidos publicados 51,9/48,1 preservados. Íntegra atual não localizada; não transportar perfil ou cruzamentos de 19/10. Somente publicado na Projeção até obter documentação atual." }, { "id": "futura_2026-10-24", "instituto": "Futura", "reason": "Relatório publica perfil de renda, mas não voto por faixa; somente publicado na Projeção." }, { "id": "indexa_2026-10-21", "instituto": "Indexa/Broadcast", "reason": "Perfil de renda não recompõe o total; sem PNAD até reconciliação." }, { "id": "franca_2026-10-23", "instituto": "Instituto França", "reason": "Voto por renda publicado sem bases ou pesos atuais; somente publicado na Projeção." }, { "id": "ideia_2026-10-19", "instituto": "Meio/Ideia", "reason": "Sem perfil e cruzamento de renda na íntegra pública." }, { "id": "quaest_2026-10-24", "instituto": "Quaest", "reason": "Perfil atual de renda e cruzamentos likely voter ausentes; sem PNAD nesta onda." }, { "id": "vetor_2026-10-23", "instituto": "Vetor/Arrow", "reason": "Divulgação de 23/10, campo 22–23/10, 6.867 entrevistas em 1.559 municípios segundo a divulgação; amostra planejada registrada de 3.000. Release menciona 824 entrevistas adicionais de jovens, 616 classificações de gênero pelo nome e 628 municípios não informados. Totais 50/44,9/3,6/1,5 e válidos oficiais 52,7/47,3. Íntegra não localizada; sem perfil e voto por renda atuais, somente publicado na Projeção." }, { "id": "vox_brasil_2026-10-22", "instituto": "Vox Brasil", "reason": "Conceito de renda não identificado; somente publicado na Projeção." } ], "defaults": { "centro": "media", "modo": "modelo", "idade": "central", "presenca_relativa": 3.8, "comparecimento": 79.15788247440102, "branco_nulo_pp": 0.0, "nulo_diferencial_pp": 0.0, "indecisos_validos": 100.0, "indecisos_flavio": null, "vies_pp": 0.0 }, "rates": { "central": { "lula": 0.7962213991300896, "flavio": 0.7963802451702287, "branco_nulo": 0.7900143357317341, "indecisos": 0.7956567268770486 }, "idosos60": { "lula": 0.7872698477571027, "flavio": 0.8037215950422713, "branco_nulo": 0.8041782630818565, "indecisos": 0.7668431042379629 }, "idosos80": { "lula": 0.7963740920624234, "flavio": 0.7962543662268092, "branco_nulo": 0.789776845092711, "indecisos": 0.796143955755799 } }, "limits": { "presenca_relativa": [ -30, 30 ], "comparecimento": [ 40, 95 ], "branco_nulo_pp": [ -10, 20 ], "nulo_diferencial_pp": [ -20, 20 ], "indecisos_validos": [ 0, 100 ], "indecisos_flavio": [ 0, 100 ], "vies_pp": [ -10, 10 ] }, "method": { "selection": "Última onda por casa, divulgada na janela de sete dias; no pós-1º turno, apenas campo iniciado depois de 04/10.", "central": "Central Média Arvor: peso igual entre casas com cruzamento de renda. Central Projeção Arvor: recência, inclinação encolhida e Monte Carlo, PNAD onde disponível e publicado onde falta. Ambas partem de propensão Nexus + ajuste relativo de Flávio +3,8%, resíduo equivalente do 1º turno transportado como hipótese, sem presença por candidato identificada. Exceção: likely voter oficial entra sem nova seleção de presença, PNAD ou indecisos da amostra completa.", "attendance": "Apuração do 1º turno de 2026, Brasil sem exterior, como referência central: sem mudança automática entre turnos. Retrospectiva exploratória e cenários presidenciais 2002–2022 disponíveis; taxas relativas Nexus recalibradas ao total escolhido, sem inferir voto dos ausentes.", "undecided": "Divisão automática na proporção média F/L dos candidatos presentes antes da conversão e das saídas extras; mesma proporção aplicada aos indecisos de cada pesquisa ou âncora. No Monte Carlo, proporção fixada na âncora do cenário. Divisão livre de 0 a 100% para Flávio; o complemento vai para Lula. A parcela que não escolhe vira branco/nulo, sem alterar a abstenção. Transferência inicial e impacto final são métricas distintas. Destino é hipótese, não transição individual medida; dados de não escolha sem renda conservam o publicado. Havendo likely voter oficial, a proporção automática usa só a âncora das outras casas; volumes de indecisos são multiplicados pelo peso delas. Não há indecisos identificados no resultado oficial em válidos.", "aggregation": "Média: normalizar válidos dentro de cada pesquisa, depois peso igual; contabilidade por 100 eleitores usa a massa válida média e esse placar. Projeção: agregar vetores completos por recência e inclinação, aplicar os controles à âncora e só então normalizar válidos. Resultado oficial em válidos é combinado depois, com o mesmo peso por recência e fração de válidos entre presentes assumida igual à das demais casas.", "limits": "Sensibilidade condicional, sem probabilidade de vitória ou intervalo preditivo validado. Nenhum voto ou preferência territorial é imputado." }, "central": {"flavio": 52.88044146177704, "lula": 47.11955853822296, "validos": 76.88735258927422, "branco_nulo": 2.2705298851268054, "comparecimento": 79.15788247440102, "abstencao": 20.84211752559898, "diferenca_flavio_lula": 5.760882923554078, "por_100_eleitores": {"flavio": 40.65837147748127, "lula": 36.22898111179295, "branco_nulo": 2.2705298851268054, "abstencao": 20.84211752559898}, "taxas": {"flavio": 0.8067390531042313, "lula": 0.777050232076867, "indecisos": 0.776499155823764, "branco_nulo": 0.770992620388111}, "polls": [{"id": "alfa_2026-10-22", "instituto": "Alfa Inteligência/TMC", "divulgacao": "2026-10-23", "flavio": 53.4748863207607, "lula": 46.5251136792393, "validos": 77.6164772466716, "branco_nulo": 1.5414052277294181, "comparecimento": 79.15788247440102, "abstencao": 20.84211752559898, "taxas": {"flavio": 0.8064356006691544, "lula": 0.7767579470012982, "indecisos": 0.7762070780338477, "branco_nulo": 0.7707026138647093}}, {"id": "atlas_2026-10-23", "instituto": "AtlasIntel", "divulgacao": "2026-10-24", "flavio": 51.757837289775324, "lula": 48.242162710224676, "validos": 77.83288766125587, "branco_nulo": 1.3249948131451468, "comparecimento": 79.15788247440102, "abstencao": 20.84211752559898, "taxas": {"flavio": 0.8065392448114032, "lula": 0.7768577769332667, "indecisos": 0.7763068371674269, "branco_nulo": 0.7708016655574627}}, {"id": "datafolha_2026-10-24", "instituto": "Datafolha", "divulgacao": "2026-10-24", "flavio": 53.402986287531526, "lula": 46.597013712468474, "validos": 76.83150006660725, "branco_nulo": 2.326382407793762, "comparecimento": 79.15788247440102, "abstencao": 20.84211752559898, "taxas": {"flavio": 0.8066024289049812, "lula": 0.7769186357876751, "indecisos": 0.7763676528613443, "branco_nulo": 0.7708620499775389}}, {"id": "gerp_2026-10-24", "instituto": "Gerp", "divulgacao": "2026-10-24", "flavio": 52.5147503287808, "lula": 47.4852496712192, "validos": 78.37606107000826, "branco_nulo": 0.7818214043927538, "comparecimento": 79.15788247440102, "abstencao": 20.84211752559898, "taxas": {"flavio": 0.8066544073133043, "lula": 0.7769687013374895, "indecisos": 0.7764176829051717, "branco_nulo": 0.770911725233847}}, {"id": "ipespe_2026-10-22", "instituto": "Ipespe", "divulgacao": "2026-10-23", "flavio": 52.289524639887844, "lula": 47.710475360112156, "validos": 76.7630400578856, "branco_nulo": 2.394842416515402, "comparecimento": 79.15788247440102, "abstencao": 20.84211752559898, "taxas": {"flavio": 0.8069941118878299, "lula": 0.7772959044367531, "indecisos": 0.7767446539552697, "branco_nulo": 0.7712363775722499}}, {"id": "mda_2026-10-23", "instituto": "MDA", "divulgacao": "2026-10-24", "flavio": 53.02822882331293, "lula": 46.97177117668707, "validos": 74.63793715390376, "branco_nulo": 4.519945320497256, "comparecimento": 79.15788247440102, "abstencao": 20.84211752559898, "taxas": {"flavio": 0.8074968127932028, "lula": 0.7777801054354306, "indecisos": 0.7772285115634416, "branco_nulo": 0.7717168039093829}}, {"id": "nexus_2026-10-24", "instituto": "Nexus", "divulgacao": "2026-10-24", "flavio": 52.605563012475734, "lula": 47.394436987524266, "validos": 74.92327299805625, "branco_nulo": 4.234609476344765, "comparecimento": 79.15788247440102, "abstencao": 20.84211752559898, "taxas": {"flavio": 0.8073796135989867, "lula": 0.77766721929125, "indecisos": 0.7771157054769854, "branco_nulo": 0.7716047977860789}}, {"id": "palver_2026-10-24", "instituto": "Palver", "divulgacao": "2026-10-24", "flavio": 51.341650542179615, "lula": 48.658349457820385, "validos": 78.38704023930141, "branco_nulo": 0.7708422350995984, "comparecimento": 79.15788247440102, "abstencao": 20.84211752559898, "taxas": {"flavio": 0.8065091029740971, "lula": 0.7768287443463555, "indecisos": 0.776277825170136, "branco_nulo": 0.7707728592984394}}, {"id": "poderdata_2026-10-24", "instituto": "PoderData", "divulgacao": "2026-10-25", "flavio": 53.35800449556872, 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