Dataset Open Access

NN5 Daily Dataset (without Missing Values)

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


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{
  "inLanguage": {
    "alternateName": "eng", 
    "@type": "Language", 
    "name": "English"
  }, 
  "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>", 
  "license": "https://creativecommons.org/licenses/by/4.0/legalcode", 
  "creator": [
    {
      "affiliation": "PhD Student at Monash University", 
      "@id": "https://orcid.org/0000-0002-1333-7249", 
      "@type": "Person", 
      "name": "Godahewa, Rakshitha"
    }, 
    {
      "affiliation": "Lecturer at Monash University", 
      "@id": "https://orcid.org/0000-0002-3665-9021", 
      "@type": "Person", 
      "name": "Bergmeir, Christoph"
    }, 
    {
      "affiliation": "Professor at Monash University", 
      "@id": "https://orcid.org/0000-0001-9963-5169", 
      "@type": "Person", 
      "name": "Webb, Geoff"
    }, 
    {
      "affiliation": "Professor at Monash University", 
      "@id": "https://orcid.org/0000-0002-2140-5352", 
      "@type": "Person", 
      "name": "Hyndman, Rob"
    }, 
    {
      "affiliation": "Lecturer at University of Sydney", 
      "@id": "https://orcid.org/0000-0003-3816-0985", 
      "@type": "Person", 
      "name": "Montero-Manso, Pablo"
    }
  ], 
  "url": "https://zenodo.org/record/4656117", 
  "citation": [
    {
      "@id": "https://doi.org/10.1016/j.eswa.2012.01.039", 
      "@type": "ScholarlyArticle"
    }, 
    {
      "@id": "http://www.neural-forecasting-competition.com/NN5/", 
      "@type": "Dataset"
    }
  ], 
  "datePublished": "2020-06-11", 
  "version": "3", 
  "keywords": [
    "NN5", 
    "forecasting", 
    "daily series"
  ], 
  "@context": "https://schema.org/", 
  "distribution": [
    {
      "contentUrl": "https://zenodo.org/api/files/b4924d1e-d32d-4b53-b871-d3271e5bf1bc/nn5_daily_dataset_without_missing_values.zip", 
      "encodingFormat": "zip", 
      "@type": "DataDownload"
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  "identifier": "https://doi.org/10.5281/zenodo.4656117", 
  "@id": "https://doi.org/10.5281/zenodo.4656117", 
  "@type": "Dataset", 
  "name": "NN5 Daily Dataset (without Missing Values)"
}
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