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Using Core Analytics

A guide on how to use the Core Analytics dashboard to build custom reports, tables, and charts to analyze your operational data.

Updated over a week ago

Core Analytics is a flexible reporting tool that allows you to explore your Mero data and create customized views to answer specific questions about your operations. You can analyze metrics related to cleaning performance, footfall, consumable usage, and more.

How to Build a Report

Step 1: Access Core Analytics

Select Core Analytics from the main navigation menu on the left side of your screen.

Step 2: Configure Your Report

Use the controls at the top of the page to build your custom report by following these steps:

1. Select Your Metric

Choose the primary data point you want to measure from the dropdown list. Available metrics include:

  • Average Visit Time

  • Number of Visits

  • Scope of Work Completed

  • And many more...

Note: Some metrics may not be available depending on your site configuration. If you hover over an unavailable metric, you'll see one of these messages:

  • For consumables metrics: "This metric isn't available because your site doesn't use consumable sensing."

  • For traffic metrics: "This metric isn't available because your site doesn't track traffic."

2. Group and Split Your Data

Group By: This determines how your data is organized. It creates the rows in your data table or the individual lines/bars in your chart. You can group by:

  • Building

  • Floor

  • Location

  • Cleaner

Split By: This adds another dimension to your analysis, creating the columns in your data table or the X-axis in your chart. Options include:

  • Cleaner

  • Building

  • Floor

  • Location

  • Time of Day

  • Day of Week

  • Previous Time Period

Example: Group by Building and Split by Cleaner to see each cleaner's performance within each building.

3. Choose a Comparison Period

Select how you want to view your data over time:

Single Period: Compare your selected time frame to a previous period

  • This week vs. last week

  • This month vs. last month

  • This month vs. same month last year

Time Series: View trends over time with these grouping options:

  • Daily

  • Weekly

  • Monthly

  • Quarterly

  • Yearly

When using Time Series with Daily comparison, a date range filter will appear for more precise control.

4. Select a Chart Type

Choose how to visualize your data:

  • Bar Graph - Best for comparing discrete values

  • Line Chart - Ideal for showing trends over time

  • Heat Map - Great for visualizing patterns across two dimensions

  • None - View only the data table without visualization

Step 3: Understanding Your Results

Core Analytics generates two outputs:

  1. Chart: A visual representation based on your selected chart type

  2. Data Table: Detailed numbers with "Group By" categories as rows and "Split By" categories as columns


Exporting Your Reports

Quick Export

  1. Configure your report with the desired filters and settings

  2. Click the Export button in the top toolbar

  3. Your report will download immediately in your browser's default format

⚠️ Important: You can export a maximum of 5 columns. If you select more than 5 options in your building/floor/cleaner filters, you'll see a tooltip: "Please select 5 columns or less to export."

Export Formats

Reports can be exported as:

  • PDF - For sharing and presentation purposes


Scheduling Email Reports

Setting Up Scheduled Reports

  1. Click the Schedule Email button

  2. A dialog will open where you can customize your scheduled report:

    • Email Recipients: Enter one or more email addresses

    • Report Frequency: Choose between Daily or Weekly delivery

    • Send Time: Select when the report should be sent

    • Additional Filters: Refine your report further if needed

    • Time Period Options: Customize the date range for your scheduled reports

  3. Review your settings and click Schedule to activate

Note: Like exports, scheduled email reports are limited to 5 columns or less. If you have more than 5 columns selected, you'll see the message: "Please select 5 columns or less to export."

Managing Scheduled Reports

Within the Schedule Email dialog, you can:

  • View all your existing scheduled reports

  • Modify schedule settings

  • Cancel scheduled reports that are no longer needed


Saving and Managing Reports

Saving a Report

  1. After configuring your report settings, click the Save Report button

  2. Enter a descriptive name for your report

  3. Click Save

Your saved report will retain all current settings including:

  • Selected metric

  • Group By and Split By options

  • Comparison period

  • Chart type

  • Any active filters

Managing Saved Reports

Click the Manage Reports button to access your saved reports. Here you can:

Set a Default Report

  • Click Make Default next to any saved report

  • The default report will load automatically when you open Core Analytics

  • Only one report can be set as default at a time

  • Other reports will show a disabled option with the tooltip: "The Default option is disabled because there is already a default report"

Edit Reports

  • Rename: Change the report name to better reflect its purpose

  • Remove Default: If a report is set as default, you can remove this status

Delete Reports

  • Remove reports you no longer need

  • This action cannot be undone


Tips for Effective Analysis

  1. Start Broad, Then Narrow: Begin with a wider view (e.g., all buildings) then filter down to specific areas of interest

  2. Use Time Series for Trends: When looking for patterns over time, Time Series comparison is more effective than Single Period

  3. Combine Filters: Use multiple filters together to answer specific questions about your operations

  4. Save Common Views: If you frequently check the same metrics, save them as reports for quick access

  5. Check Data Availability: If certain metrics appear grayed out, hover over them to understand why they're unavailable for your site

  6. Schedule Regular Updates: For reports you need to monitor consistently, use the Schedule Email feature to receive them automatically in your inbox

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