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FREE SAMPLE OUTPUT - TIME SERIES Outlier and Anomaly Detection Template


Dataset:


Winnipeg 311 Service Request Call Centre Data was analyzed using a Time Series Outlier and Anomaly Detection Template. Two Winnipeg communities - Daniel McIntyre and Windsor Park - receive a Letter Grade of B- : indicating unusually high demand for 311 Winnipeg services during 5 of the 12 calendar months of the year.

 

 

The attached box & whisker plot outlier data analysis case study for you to download is output from running detailed Winnipeg 311 call centre service request data (January 2017-March 2019) through a time series outlier and anomaly detection box plot data analysis template algorithm: the outlier and anomaly detection template applies the statistical theory of the box & whisker plot.

 

Instructions:

Download this free sample output from the TIME SERIES Outlier and Anomaly Detection Template. The outliers case study is free when you order. Complete these steps after downloading the outlier and anomaly detection output:

 

1.  Review the pivot table and chart on the 'Chart' tab to visual the time series segments identified by running the outlier and anomaly detection template on 12 columns (months) of Winnipeg 311 service request call centre data between January 2017 to March 2019.

 

Notes:

- Columns A-M in the 'Data' tab in this outlier and anomaly detection template workbook is a dataset summarizing the average number of service request calls per day received by the Winnipeg 311 call centre in each month, for each of the 236 Winnipeg neighbourhoods.

- Columns N-Z in the 'Data' tab is data generated by the outlier and anomaly detection template algorithm after running Columns B-M of the Winnipeg 311 call volumes dataset through the Time Series Outlier Box Plot Analysis Template.

- Column Z is a segment variable summarizing seven different time series patterns of Winnipeg 311 call volumes between January 2017-March 2019, inclusive, that were discovered by the outliers and anomaly detection template.

 

- Column AA is a Letter Grade scale value assigned to each record based on the Time Series Trend segment variable in Column Z.

 

Key Findings:

There are seven distinct patterns of calls to the Winnipeg 311 call centre based on detailed data from January 2017 to March 2019.

 

- One pattern indicates that two Winnipeg neighbourhoods - St. John's and William Whyte - are responsible for a statistically, unusually high volume of calls to Winnipeg 311 between the months of March and August over the period analyzed.

 

- Two Winnipeg communities - Daniel McIntyre and Windsor Park - receive a Letter Grade of B- : indicating unusually high demand for services during 5 of the 12 calendar months of the year.

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