Dataset Open Access

NN5 Daily Dataset (without Missing Values)

Godahewa, Rakshitha; Bergmeir, Christoph; Webb, Geoff; Hyndman, Rob; Montero-Manso, Pablo


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    "description": "<p>This dataset was used in the NN5 forecasting competition.&nbsp;It contains 111 time series from the banking domain. The goal is predicting the daily cash withdrawals from ATMs in UK.</p>\n\n<p><br>\nThe original dataset contains missing values.&nbsp;A missing value on a particular day is replaced by the median across all the same days of the week along the whole series.</p>", 
    "language": "eng", 
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    "references": [
      "Taieb, S.B., Bontempi, G., Atiya, A.F., Sorjamaa, A., 2012. A review and comparison of strategies for multi-step ahead time series forecasting based on the nn5 forecasting competition. Expert Systems with Applications 39(8), 7067 - 7083.", 
      "Neural Forecasting Competitions, 2008. NN5 forecasting competition for artificial neural networks and computational intelligence. Accessed: 2020-05-10. URL http://www.neural-forecasting-competition.com/NN5/"
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    "publication_date": "2020-06-11", 
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        "affiliation": "PhD Student at Monash University", 
        "name": "Godahewa, Rakshitha"
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        "affiliation": "Lecturer at Monash University", 
        "name": "Bergmeir, Christoph"
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        "affiliation": "Professor at Monash University", 
        "name": "Webb, Geoff"
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        "orcid": "0000-0002-2140-5352", 
        "affiliation": "Professor at Monash University", 
        "name": "Hyndman, Rob"
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        "orcid": "0000-0003-3816-0985", 
        "affiliation": "Lecturer at University of Sydney", 
        "name": "Montero-Manso, Pablo"
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