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Analysis of Daily Consumption Data for Project Nexus AMR Workgroup

This project involves in-depth analysis of daily consumption data for Project Nexus AMR workgroup, focusing on data across Christmas & New Year period and 2010 summer months. The graphs illustrate the number of reads failing validation and examples of large deviations from set standards. Interpretations include average daily consumption data for summer and winter months, inaccuracies in the AQ readings, and instances of exceeding consumption limits. Detailed insights into deviations observed before Christmas and recommendations for data validation are provided.

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Analysis of Daily Consumption Data for Project Nexus AMR Workgroup

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  1. Use this area for cover image(height 6.5cm, width 8cm) Validation Rules – Analysis of daily consumption data for Project Nexus AMR workgroup

  2. Analysis of data across Christmas & New Year period The graphs represent the number of reads that would fail validation

  3. Analysis of data across Christmas & New Year period Examples of large deviations from D-7 AQ 48,305 AQ 17,599,687

  4. Analysis of data across 2010 summer months The graphs represent the number of reads that would fail validation

  5. Analysis of data across 2010 summer months Examples of large deviations from D-7 AQ 1,062,624 AQ 80,513,247

  6. Average daily consumption Summer Months = 0 MPRs failed the “in excess of [twice] the average daily consumption i.e. AQ/365 x [2]” rule Winter Months = 12MPRs (21%) failed the “in excess of [twice] the average daily consumption i.e. AQ/365 x [2]”rule 2 MPRs – the AQ is inaccurate based on recent consumption 8 MPRs – exceeded 2x the average daily consumption between < 3 times in December 2 MPRs – exceeded 2x the average daily consumption > 10 times in December 17th December (Friday before Christmas) 7 out of 9 MPRs exceeded 2x daily average

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