Data
Saugeen-River-Daily

Saugeen-River-Daily

active ARFF Creative Commons Attribution 4.0 International Visibility: public Uploaded 25-06-2024 by Bruno Belucci Teixeira
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Mean daily flow in cubic meters per second (cumecs) of the Saugeen River. From original source: ----- Mean daily flow in cubic meters per second (cumecs) of the Saugeen River at Walkerton, Jan 1, 1915 to Dec 31, 1979 ----- There are 4 columns: id_series: The id of the time series. date: The date of the time series in the format "%Y-%m-%d". time_step: The time step on the time series. value_0: The values of the time series, which will be used for the forecasting task. Preprocessing: 1 - Reset index and dropped 'dim_1'. 2 - Renamed 'dim_0' to date and standardize format to %Y-%m-%d. 3 - Created the column 'id_series' with value 0, there is only one long time series. 4 - Ensured that there are no missing dates and that the frequency of the time_series is daily. 5 - Created column 'time_step' with increasing values of time step for the time series. 6 - Casted column 'value_0' to float. Defined 'id_series' as 'category'.

4 features

id_seriesnominal1 unique values
0 missing
datestring23741 unique values
0 missing
value_0numeric778 unique values
0 missing
time_stepnumeric23741 unique values
0 missing

19 properties

23741
Number of instances (rows) of the dataset.
4
Number of attributes (columns) of the dataset.
Number of distinct values of the target attribute (if it is nominal).
0
Number of missing values in the dataset.
0
Number of instances with at least one value missing.
2
Number of numeric attributes.
1
Number of nominal attributes.
0
Percentage of binary attributes.
0
Percentage of instances having missing values.
Average class difference between consecutive instances.
0
Percentage of missing values.
0
Number of attributes divided by the number of instances.
50
Percentage of numeric attributes.
Percentage of instances belonging to the most frequent class.
25
Percentage of nominal attributes.
Number of instances belonging to the most frequent class.
Percentage of instances belonging to the least frequent class.
Number of instances belonging to the least frequent class.
0
Number of binary attributes.

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