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This dataset was used in the NN5 forecasting competition. It contains 111 time series from the banking domain. The goal is predicting the daily cash withdrawals from ATMs in UK.
\n\n
\nThe original dataset contains missing values. A missing value on a particular day is replaced by the median across all the same days of the week along the whole series.
This repository contains a set of publicly available benchmark datasets used in the time series forecasting research space. The datasets are intended to use only for research purpose.
\r\n\r\nAll datasets are available in .tsf format which is a new format we introduce to store time series data pioneered by the sktime .ts format. The examples of loading the data into the R tsibble format and Python pandas dataframe format are available in our github repository. For more details, please refer to our website: https://forecastingdata.org/ and paper: https://openreview.net/pdf?id=wEc1mgAjU-.
", "title": "Monash Time Series Forecasting Repository" }, "revision_id": 0, "slug": "forecasting", "updated": "2022-07-14T07:07:02.430758+00:00" } ], "ids": [ "fd051f82-7fbf-46af-91a4-d2ba264463ed" ] }, "id": "3889739", "pids": { "doi": { "client": "datacite", "identifier": "10.5281/zenodo.3889739", "provider": "datacite" } } }, "pids": { "doi": { "client": "datacite", "identifier": "10.5281/zenodo.3889740", "provider": "datacite" }, "oai": { "identifier": "oai:zenodo.org:3889740", "provider": "oai" } }, "revision_id": 4, "stats": { "all_versions": { "data_volume": 3652958017.0, "downloads": 12528, "unique_downloads": 12263, "unique_views": 1104, "views": 1208 }, "this_version": { "data_volume": 26632908.0, "downloads": 18, "unique_downloads": 17, "unique_views": 158, "views": 172 } }, "status": "published", "updated": "2021-04-01T11:40:37.121950+00:00", "versions": { "index": 1, "is_latest": false } }