Bancos de dados públicos
Apresentando alguns sites que disponibilizam dados públicos
Esses são alguns sites que podem ser utilizados como fontes de dados públicos:
Brasileiros:
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IPEA DATA: http://www.ipeadata.gov.br/
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IBGE: https://www.ibge.gov.br/
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Banco de Informações Econômicas e Financeiras do Banco Central: https://www3.bcb.gov.br/sgspub/localizarseries/localizarSeries.do?method=prepararTelaLocalizarSeries
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Datasus: http://datasus.saude.gov.br/
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Portal da transparência: http://transparencia.gov.br/
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Polícia federal - Ministério da justiça e segurança pública: http://www.pf.gov.br/institucional/acessoainformacao/acesso-a-informacao
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Ministério da Cultura: http://sistemas.cultura.gov.br/comparar/salicnet/salicnet.php
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Portal brasileiro de dados abertos: http://dados.gov.br/dataset
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Microdados do ENEM: https://www.gov.br/inep/pt-br/acesso-a-informacao/dados-abertos/microdados
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Dados Abertos da ALESP: https://basedosdados.org/dataset/br-sp-alesp
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Forest Fires in Brazil: https://www.kaggle.com/gustavomodelli/forest-fires-in-brazil
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Indicadores Financeiros BNDES: https://dadosabertos.bndes.gov.br/pt_PT/dataset/indicadores-financeiros
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Crime Data in Brazil: https://www.kaggle.com/datasets/inquisitivecrow/crime-data-in-brazil
Estrangeiros:
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Age of Abalone shell: https://www.kaggle.com/rodolfomendes/abalone-dataset
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Cancer death rate: https://data.world/nrippner/ols-regression-challenge
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Life expectancy (World Health Organization): https://www.kaggle.com/kumarajarshi/life-expectancy-who/
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Car prices: https://www.kaggle.com/nehalbirla/vehicle-dataset-from-cardekho?ref=hackernoon.com&select=Car+details+v3.csv
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NBA rookie stats: https://data.world/exercises/logistic-regression-exercise-1
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Stroke prediction: https://www.kaggle.com/fedesoriano/stroke-prediction-dataset
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Water potability: https://www.kaggle.com/adityakadiwal/water-potability
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Smart grid stability: https://www.kaggle.com/pcbreviglieri/smart-grid-stability
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IBM HR analytics & employee attrition: https://www.kaggle.com/datasets/pavansubhasht/ibm-hr-analytics-attrition-dataset
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Can I eat this mushroom?: https://www.kaggle.com/uciml/mushroom-classification
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Banknote authentication: https://www.kaggle.com/ritesaluja/bank-note-authentication-uci-data
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Adult income dataset: https://www.kaggle.com/wenruliu/adult-income-dataset
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Yeast classification: https://www.openml.org/search?type=data&sort=runs&id=181
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UCI Machine Learning Repository Center para Machine Learning e Sistemas inteligentes: https://archive.ics.uci.edu/ml/datasets.php
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Kaggle: https://www.kaggle.com/datasets
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Quandl: Financial, Economic and Alternative Data: https://www.quandl.com/
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Copa KDD - Arquivos da competição Data Mining e Knowledge Discovery: https://www.kdd.org/kdd-cup
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Data Driven Datasets onde a ciência de dados pode ser usada para criar um impacto social: https://www.drivendata.org/
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Dados sobre as cidades americanas: http://datasf.org
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Dados do Governo do Canadá (em inglês e francês): http://open.canada.ca
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Dados do Governo do Reino Unido: https://data.gov.uk
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Dados da União Europeia: http://open-data.europa.eu/en/data
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Dados do Censo dos EUA (dados da população americana e mundial): http://www.census.gov
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Kaggle Kernels: https://www.kaggle.com/docs/kernels?utm_medium=social&utm_source=linkedin.com&utm_campaign=kaggle-kernel-doc
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Datasets – Google AI: https://ai.google/tools/datasets/
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U.S. Government’s open data: https://www.data.gov/
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OECD - Organization for Economic Co-operation and Development: http://stats.oecd.org/Index.aspx
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Time Series Data Library: https://robjhyndman.com/TSDL/
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Macroeconomic Time Series: https://fgn.unisg.ch/eumacro/macrodata/macroeconomic-time-series.html
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NOAA - National Environmental Satellite. Data and Information Center: https://www.ngdc.noaa.gov/stp/stp.html
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Financial Data Finder: https://fisher.osu.edu/academic-departments/department-finance The Ohio State University
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Repository of time series data: http://www.stats.uwo.ca/faculty/aim/epubs/mhsets/ Criado por Hipel & McLeod
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U.S. Department of Labor (Bureau of Labor Statistics): https://www.bls.gov/data/
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ECONSTATS - Global Economic Data: http://www.econstats.com/
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The National Bureau of Economic Research: http://www.nber.org/data/
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Economagic.com: Economic Time Series Page: http://www.economagic.com/
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Time Series Modelling of Water Resources and Environmental Systems: http://www.stats.uwo.ca/faculty/aim/1994Book/default.htm Criado por Keith W. Hipel & A. Ian McLeod
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Dados do Banco Mundial: http://data.worldbank.org
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Dados sobre a saúde: http://www.healthdata.gov
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Dados públicos da Amazon: http://aws.amazon.com/datasets
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Dados sobre diversos países (incluindo o Brasil): http://knoema.com
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Dados sobre diversas áreas de negócio e finanças: https://www.quandl.com
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Google Trends: https://www.google.com/trends
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Google Finance: https://www.google.com/finance
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Gapminder: http://www.gapminder.org/data
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Dados sobre milhões de músicas: https://aws.amazon.com/datasets/million-song-dataset
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Dados sobre os mais diversos assuntos: http://www.freebase.com
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DBpedia: http://wiki.dbpedia.org/
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Open Data Monitor: http://opendatamonitor.eu
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Open Data Network: http://www.opendatanetwork.com
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R Datasets: http://www.stats4stem.org/data-sets.html
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R Dataset packages Datasets: http://www.statsci.org/datasets.html
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Portal de Estatística: http://www.sttista.com
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Data 360: http://www.data360.org
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Reconhecimento de Faces: http://www.face-rec.org/databases
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Stanford Large Network Dataset Collection: http://snap.stanford.edu/data
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Datahub: http://datahub.io/dataset
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nlp-datasets: https://github.com/niderhoff/nlp-datasets
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paperswithcode: https://www.paperswithcode.com/datasets
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Companies Invested in Shark Tank Brazil: https://www.kaggle.com/datasets/jhonatanslopes/companies-invested-in-shark-tank-brazil
Visão computacional:
- MiniPlaces: http://6.869.csail.mit.edu/fa17/miniplaces.html
- The car brands dataset: https://www.kaggle.com/datasets/yamaerenay/100-images-of-top-50-car-brands
- The Planet dataset: Understanding the Amazon: https://www.kaggle.com/competitions/planet-understanding-the-amazon-from-space/data
- Fruit datasets: https://muratkoklu.com/datasets/
- Santa or not dataset: https://www.kaggle.com/datasets/deepcontractor/is-that-santa-image-classification (code)
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