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Clients/ Northwind Traders/ Data collection

Microsoft 365 usage Succeeded

Run 33 · queued · finished
Requests to Microsoft
7
7 endpoints
Throttled
0
Microsoft never said “too many”
Time waiting
none
for retries and Microsoft's limits

Numbers recorded

usage.active
32
usage.active.exchange
32
usage.active.office
32
usage.active.onedrive
20
usage.active.sharepoint
0
usage.active.teams
26
usage.desktop_apps
20
usage.people
37

Items collected

Requests by endpoint

Each call to Microsoft, retries included. Waiting covers retries and the shared limits every collection uses.
EndpointMicrosoft's limitRequestsThrottledFailedWaitingUnits
/copilot/reports/getMicrosoft365CopilotUsageUserDetail(period={period}) beta Microsoft 365 usage reports100 requests per 10 minutes, per report 1 – – – –
/reports/getEmailActivityUserDetail(period={period}) beta Microsoft 365 usage reports100 requests per 10 minutes, per report 1 – – – –
/reports/getM365AppUserDetail(period={period}) beta Microsoft 365 usage reports100 requests per 10 minutes, per report 1 – – – –
/reports/getOffice365ActivationsUserDetail beta Microsoft 365 usage reports100 requests per 10 minutes, per report 1 – – – –
/reports/getOffice365ActiveUserDetail(period={period}) beta Microsoft 365 usage reports100 requests per 10 minutes, per report 1 – – – –
/reports/getTeamsUserActivityUserDetail(period={period}) beta Microsoft 365 usage reports100 requests per 10 minutes, per report 1 – – – –
/admin/reportSettings v1.0 Graph, any request130,000 requests per 10 seconds, whole app 1 – – – –

User usage

Raw data, first 200 items
activationsactiveappsconcealedcopilotActivecopilotLastActiveemaillastActivelicensednameplatformsproducts
[]{'exchange': True, 'office': True, 'onedrive': True, 'sharepoint': False, 'teams': True}{'excel': ['windows'], 'outlook': ['windows', 'mobile'], 'teams': ['windows', 'mobile'], 'word': ['windows']}False{'exchange': '2026-10-12', 'office': '2026-10-12', 'onedrive': '2026-10-03', 'sharepoint': None, 'teams': '2026-10-12'}{'exchange': True, 'onedrive': True, 'sharepoint': True, 'teams': True}Alfie Roberts{'mac': False, 'mobile': True, 'web': False, 'windows': True}['MICROSOFT 365 BUSINESS PREMIUM']
[]{'exchange': True, 'office': True, 'onedrive': True, 'sharepoint': False, 'teams': True}{'outlook': ['mobile', 'web']}False{'exchange': '2026-10-10', 'office': '2026-10-10', 'onedrive': '2026-10-09', 'sharepoint': None, 'teams': '2026-10-10'}{'exchange': True, 'onedrive': True, 'sharepoint': True, 'teams': True}Alfie Scott{'mac': False, 'mobile': True, 'web': True, 'windows': False}['MICROSOFT 365 BUSINESS BASIC']
[]{'exchange': True, 'office': True, 'onedrive': True, 'sharepoint': False, 'teams': True}{'excel': ['mac'], 'outlook': ['mac', 'mobile'], 'teams': ['mac', 'mobile'], 'word': ['mac']}False{'exchange': '2026-10-10', 'office': '2026-10-10', 'onedrive': '2026-10-03', 'sharepoint': None, 'teams': '2026-10-10'}{'exchange': True, 'onedrive': True, 'sharepoint': True, 'teams': True}Amelia Watson{'mac': True, 'mobile': True, 'web': False, 'windows': False}['MICROSOFT 365 BUSINESS PREMIUM']
[]{'exchange': True, 'office': True, 'onedrive': False, 'sharepoint': False, 'teams': False}{'outlook': ['web']}False{'read': 300, 'received': 300, 'sent': 40}{'exchange': '2026-10-11', 'office': '2026-10-11', 'onedrive': None, 'sharepoint': None, 'teams': None}{'exchange': True, 'onedrive': True, 'sharepoint': True, 'teams': True}Ann Patel{'mac': False, 'mobile': False, 'web': True, 'windows': False}['MICROSOFT 365 BUSINESS PREMIUM', 'MICROSOFT POWER AUTOMATE FREE']
[]{'exchange': True, 'office': True, 'onedrive': False, 'sharepoint': False, 'teams': True}{'excel': ['windows'], 'outlook': ['windows', 'mobile'], 'teams': ['windows', 'mobile'], 'word': ['windows']}False{'exchange': '2026-10-08', 'office': '2026-10-08', 'onedrive': None, 'sharepoint': None, 'teams': '2026-10-08'}{'exchange': True, 'onedrive': True, 'sharepoint': True, 'teams': True}Arthur Evans{'mac': False, 'mobile': True, 'web': False, 'windows': True}['MICROSOFT 365 BUSINESS PREMIUM']
[]{'exchange': True, 'office': True, 'onedrive': True, 'sharepoint': False, 'teams': True}{'outlook': ['web'], 'teams': ['mobile', 'web'], 'word': ['web']}False{'read': 80, 'received': 80, 'sent': 12}{'exchange': '2026-10-10', 'office': '2026-10-09', 'onedrive': '2026-10-02', 'sharepoint': None, 'teams': '2026-10-09'}{'exchange': True, 'onedrive': True, 'sharepoint': True, 'teams': True}Carol Mendes{'mac': False, 'mobile': True, 'web': True, 'windows': False}['MICROSOFT 365 BUSINESS STANDARD']
[]{'exchange': False, 'office': False, 'onedrive': False, 'sharepoint': False, 'teams': False}{}False{'exchange': '2026-06-14', 'office': None, 'onedrive': None, 'sharepoint': None, 'teams': None}{'exchange': True, 'onedrive': True, 'sharepoint': True, 'teams': True}Dan Whitaker{'mac': False, 'mobile': False, 'web': False, 'windows': False}['MICROSOFT 365 BUSINESS STANDARD']
[]{'exchange': True, 'office': True, 'onedrive': True, 'sharepoint': False, 'teams': True}{'excel': ['windows'], 'outlook': ['windows', 'mobile'], 'teams': ['windows', 'mobile'], 'word': ['windows']}False{'exchange': '2026-10-10', 'office': '2026-10-10', 'onedrive': '2026-10-11', 'sharepoint': None, 'teams': '2026-10-10'}{'exchange': True, 'onedrive': True, 'sharepoint': True, 'teams': True}Ella Baker{'mac': False, 'mobile': True, 'web': False, 'windows': True}['MICROSOFT 365 BUSINESS PREMIUM']
[{'lastActivated': '2026-03-26', 'mac': 1, 'mobile': 1, 'product': 'MICROSOFT 365 APPS FOR ENTERPRISE', 'shared': False, 'windows': 1}]{'exchange': True, 'office': True, 'onedrive': True, 'sharepoint': False, 'teams': True}{'excel': ['windows', 'mac'], 'outlook': ['windows'], 'word': ['windows']}False{'read': 500, 'received': 500, 'sent': 70}{'exchange': '2026-10-11', 'office': '2026-10-11', 'onedrive': '2026-10-08', 'sharepoint': None, 'teams': '2026-10-11'}{'exchange': True, 'onedrive': True, 'sharepoint': True, 'teams': True}Erin O'Neill{'mac': True, 'mobile': False, 'web': False, 'windows': True}['OFFICE 365 E3']
[]{'exchange': True, 'office': True, 'onedrive': False, 'sharepoint': False, 'teams': True}{'excel': ['windows'], 'outlook': ['windows', 'mobile'], 'teams': ['windows', 'mobile'], 'word': ['windows']}False{'exchange': '2026-10-12', 'office': '2026-10-12', 'onedrive': None, 'sharepoint': None, 'teams': '2026-10-12'}{'exchange': True, 'onedrive': True, 'sharepoint': True, 'teams': True}Ethan Green{'mac': False, 'mobile': True, 'web': False, 'windows': True}['MICROSOFT 365 BUSINESS PREMIUM']
[]{'exchange': False, 'office': False, 'onedrive': False, 'sharepoint': False, 'teams': False}{}False{'exchange': None, 'office': None, 'onedrive': None, 'sharepoint': None, 'teams': None}{'exchange': False, 'onedrive': False, 'sharepoint': False, 'teams': False}Free['MICROSOFT POWER AUTOMATE FREE']
[]{'exchange': True, 'office': True, 'onedrive': False, 'sharepoint': False, 'teams': False}{'outlook': ['mobile', 'web']}False{'exchange': '2026-10-10', 'office': '2026-10-10', 'onedrive': None, 'sharepoint': None, 'teams': None}{'exchange': True, 'onedrive': True, 'sharepoint': True, 'teams': True}George Roberts{'mac': False, 'mobile': True, 'web': True, 'windows': False}['MICROSOFT 365 BUSINESS PREMIUM']
[]{'exchange': True, 'office': True, 'onedrive': True, 'sharepoint': False, 'teams': True}{'excel': ['windows'], 'outlook': ['windows', 'mobile'], 'teams': ['windows', 'mobile'], 'word': ['windows']}False{'exchange': '2026-10-11', 'office': '2026-10-11', 'onedrive': '2026-10-09', 'sharepoint': None, 'teams': '2026-10-11'}{'exchange': True, 'onedrive': True, 'sharepoint': True, 'teams': True}George Robinson{'mac': False, 'mobile': True, 'web': False, 'windows': True}['MICROSOFT 365 BUSINESS PREMIUM']
[]{'exchange': True, 'office': True, 'onedrive': False, 'sharepoint': False, 'teams': True}{'excel': ['windows'], 'outlook': ['windows', 'mobile'], 'teams': ['windows', 'mobile'], 'word': ['windows']}False{'exchange': '2026-10-12', 'office': '2026-10-12', 'onedrive': None, 'sharepoint': None, 'teams': '2026-10-12'}{'exchange': True, 'onedrive': True, 'sharepoint': True, 'teams': True}Grace Taylor{'mac': False, 'mobile': True, 'web': False, 'windows': True}['MICROSOFT 365 BUSINESS PREMIUM']
[]{'exchange': True, 'office': True, 'onedrive': True, 'sharepoint': False, 'teams': True}{'excel': ['windows'], 'outlook': ['windows', 'mobile'], 'teams': ['windows', 'mobile'], 'word': ['windows']}False{'exchange': '2026-10-11', 'office': '2026-10-11', 'onedrive': '2026-10-03', 'sharepoint': None, 'teams': '2026-10-11'}{'exchange': True, 'onedrive': True, 'sharepoint': True, 'teams': True}Grace Wilson{'mac': False, 'mobile': True, 'web': False, 'windows': True}['MICROSOFT 365 BUSINESS PREMIUM']
[]{'exchange': True, 'office': True, 'onedrive': True, 'sharepoint': False, 'teams': True}{'excel': ['windows'], 'outlook': ['windows', 'mobile'], 'teams': ['windows', 'mobile'], 'word': ['windows']}False{'exchange': '2026-10-12', 'office': '2026-10-12', 'onedrive': '2026-10-11', 'sharepoint': None, 'teams': '2026-10-12'}{'exchange': True, 'onedrive': True, 'sharepoint': True, 'teams': True}Hannah Patel{'mac': False, 'mobile': True, 'web': False, 'windows': True}['MICROSOFT 365 BUSINESS PREMIUM']
[]{'exchange': False, 'office': False, 'onedrive': False, 'sharepoint': False, 'teams': False}{}False{'exchange': None, 'office': None, 'onedrive': None, 'sharepoint': None, 'teams': None}{'exchange': True, 'onedrive': True, 'sharepoint': True, 'teams': True}Hannah Robinson{'mac': False, 'mobile': False, 'web': False, 'windows': False}['MICROSOFT 365 BUSINESS PREMIUM']
[]{'exchange': True, 'office': True, 'onedrive': False, 'sharepoint': False, 'teams': False}{'outlook': ['mobile', 'web']}False{'exchange': '2026-10-12', 'office': '2026-10-12', 'onedrive': None, 'sharepoint': None, 'teams': None}{'exchange': True, 'onedrive': True, 'sharepoint': True, 'teams': True}Harry Lee{'mac': False, 'mobile': True, 'web': True, 'windows': False}['MICROSOFT 365 BUSINESS PREMIUM']
[]{'exchange': True, 'office': True, 'onedrive': False, 'sharepoint': False, 'teams': True}{'outlook': ['mobile', 'web']}False{'exchange': '2026-10-12', 'office': '2026-10-12', 'onedrive': None, 'sharepoint': None, 'teams': '2026-10-12'}{'exchange': True, 'onedrive': True, 'sharepoint': True, 'teams': True}Isla Evans{'mac': False, 'mobile': True, 'web': True, 'windows': False}['MICROSOFT 365 BUSINESS BASIC']
[]{'exchange': True, 'office': True, 'onedrive': True, 'sharepoint': False, 'teams': True}{'outlook': ['mobile', 'web']}False{'exchange': '2026-10-08', 'office': '2026-10-08', 'onedrive': '2026-10-09', 'sharepoint': None, 'teams': '2026-10-08'}{'exchange': True, 'onedrive': True, 'sharepoint': True, 'teams': True}Jacob Hughes{'mac': False, 'mobile': True, 'web': True, 'windows': False}['MICROSOFT 365 BUSINESS BASIC']
[]{'exchange': True, 'office': True, 'onedrive': False, 'sharepoint': False, 'teams': False}{'outlook': ['mobile', 'web']}False{'exchange': '2026-10-08', 'office': '2026-10-08', 'onedrive': None, 'sharepoint': None, 'teams': None}{'exchange': True, 'onedrive': True, 'sharepoint': True, 'teams': True}Leo Evans{'mac': False, 'mobile': True, 'web': True, 'windows': False}['MICROSOFT 365 BUSINESS BASIC']
[]{'exchange': True, 'office': True, 'onedrive': True, 'sharepoint': False, 'teams': True}{'excel': ['windows'], 'outlook': ['windows', 'mobile'], 'teams': ['windows', 'mobile'], 'word': ['windows']}False{'exchange': '2026-10-11', 'office': '2026-10-11', 'onedrive': '2026-10-03', 'sharepoint': None, 'teams': '2026-10-11'}{'exchange': True, 'onedrive': True, 'sharepoint': True, 'teams': True}Leo Morris{'mac': False, 'mobile': True, 'web': False, 'windows': True}['MICROSOFT 365 BUSINESS PREMIUM']
[]{'exchange': True, 'office': True, 'onedrive': False, 'sharepoint': False, 'teams': True}{'excel': ['windows'], 'outlook': ['windows', 'mobile'], 'teams': ['windows', 'mobile'], 'word': ['windows']}False{'exchange': '2026-10-08', 'office': '2026-10-08', 'onedrive': None, 'sharepoint': None, 'teams': '2026-10-08'}{'exchange': True, 'onedrive': True, 'sharepoint': True, 'teams': True}Leo Wright{'mac': False, 'mobile': True, 'web': False, 'windows': True}['MICROSOFT 365 BUSINESS PREMIUM']
[]{'exchange': True, 'office': True, 'onedrive': True, 'sharepoint': False, 'teams': True}{'excel': ['windows'], 'outlook': ['windows', 'mobile'], 'teams': ['windows', 'mobile'], 'word': ['windows']}False{'exchange': '2026-10-10', 'office': '2026-10-10', 'onedrive': '2026-10-11', 'sharepoint': None, 'teams': '2026-10-10'}{'exchange': True, 'onedrive': True, 'sharepoint': True, 'teams': True}Maya Martin{'mac': False, 'mobile': True, 'web': False, 'windows': True}['MICROSOFT 365 BUSINESS PREMIUM']
[]{'exchange': True, 'office': True, 'onedrive': False, 'sharepoint': False, 'teams': False}{'outlook': ['mobile', 'web']}False{'exchange': '2026-10-10', 'office': '2026-10-10', 'onedrive': None, 'sharepoint': None, 'teams': None}{'exchange': True, 'onedrive': True, 'sharepoint': True, 'teams': True}Megan Lee{'mac': False, 'mobile': True, 'web': True, 'windows': False}['MICROSOFT 365 BUSINESS PREMIUM']
[]{'exchange': True, 'office': True, 'onedrive': True, 'sharepoint': False, 'teams': True}{'excel': ['windows'], 'outlook': ['windows', 'mobile'], 'teams': ['windows', 'mobile'], 'word': ['windows']}False{'exchange': '2026-10-11', 'office': '2026-10-11', 'onedrive': '2026-10-03', 'sharepoint': None, 'teams': '2026-10-11'}{'exchange': True, 'onedrive': True, 'sharepoint': True, 'teams': True}Mia Hughes{'mac': False, 'mobile': True, 'web': False, 'windows': True}['MICROSOFT 365 BUSINESS PREMIUM']
[]{'exchange': True, 'office': True, 'onedrive': True, 'sharepoint': False, 'teams': True}{'excel': ['mac'], 'outlook': ['mac', 'mobile'], 'teams': ['mac', 'mobile'], 'word': ['mac']}False{'exchange': '2026-10-12', 'office': '2026-10-12', 'onedrive': '2026-10-11', 'sharepoint': None, 'teams': '2026-10-12'}{'exchange': True, 'onedrive': True, 'sharepoint': True, 'teams': True}Olivia Scott{'mac': True, 'mobile': True, 'web': False, 'windows': False}['MICROSOFT 365 BUSINESS PREMIUM']
[]{'exchange': True, 'office': True, 'onedrive': True, 'sharepoint': False, 'teams': True}{'excel': ['windows'], 'outlook': ['windows', 'mobile'], 'teams': ['windows', 'mobile'], 'word': ['windows']}False{'exchange': '2026-10-11', 'office': '2026-10-11', 'onedrive': '2026-10-09', 'sharepoint': None, 'teams': '2026-10-11'}{'exchange': True, 'onedrive': True, 'sharepoint': True, 'teams': True}Olivia Smith{'mac': False, 'mobile': True, 'web': False, 'windows': True}['MICROSOFT 365 BUSINESS PREMIUM']
[]{'exchange': True, 'office': True, 'onedrive': True, 'sharepoint': False, 'teams': True}{'excel': ['windows'], 'outlook': ['windows', 'mobile'], 'teams': ['windows', 'mobile'], 'word': ['windows']}False{'exchange': '2026-10-11', 'office': '2026-10-11', 'onedrive': '2026-10-11', 'sharepoint': None, 'teams': '2026-10-11'}{'exchange': True, 'onedrive': True, 'sharepoint': True, 'teams': True}Owen Taylor{'mac': False, 'mobile': True, 'web': False, 'windows': True}['MICROSOFT 365 BUSINESS PREMIUM']
[]{'exchange': True, 'office': True, 'onedrive': True, 'sharepoint': False, 'teams': True}{'outlook': ['mobile', 'web']}False{'exchange': '2026-10-11', 'office': '2026-10-11', 'onedrive': '2026-10-09', 'sharepoint': None, 'teams': '2026-10-11'}{'exchange': True, 'onedrive': True, 'sharepoint': True, 'teams': True}Owen White{'mac': False, 'mobile': True, 'web': True, 'windows': False}['MICROSOFT 365 BUSINESS BASIC']
[]{'exchange': True, 'office': True, 'onedrive': True, 'sharepoint': False, 'teams': True}{'excel': ['windows'], 'outlook': ['windows', 'mobile'], 'teams': ['windows', 'mobile'], 'word': ['windows']}False{'exchange': '2026-10-12', 'office': '2026-10-12', 'onedrive': '2026-10-03', 'sharepoint': None, 'teams': '2026-10-12'}{'exchange': True, 'onedrive': True, 'sharepoint': True, 'teams': True}Rhys Clark{'mac': False, 'mobile': True, 'web': False, 'windows': True}['MICROSOFT 365 BUSINESS PREMIUM']
[]{'exchange': True, 'office': True, 'onedrive': False, 'sharepoint': False, 'teams': False}{'outlook': ['mobile', 'web']}False{'exchange': '2026-10-11', 'office': '2026-10-11', 'onedrive': None, 'sharepoint': None, 'teams': None}{'exchange': True, 'onedrive': True, 'sharepoint': True, 'teams': True}Rhys Moore{'mac': False, 'mobile': True, 'web': True, 'windows': False}['MICROSOFT 365 BUSINESS PREMIUM']
[]{'exchange': False, 'office': False, 'onedrive': False, 'sharepoint': False, 'teams': False}{}False{'exchange': None, 'office': None, 'onedrive': None, 'sharepoint': None, 'teams': None}{'exchange': True, 'onedrive': True, 'sharepoint': True, 'teams': True}Robert Hughes['MICROSOFT 365 BUSINESS PREMIUM']
[]{'exchange': True, 'office': True, 'onedrive': True, 'sharepoint': False, 'teams': True}{'outlook': ['mobile', 'web']}False{'exchange': '2026-10-10', 'office': '2026-10-10', 'onedrive': '2026-10-09', 'sharepoint': None, 'teams': '2026-10-10'}{'exchange': True, 'onedrive': True, 'sharepoint': True, 'teams': True}Ruby Hill{'mac': False, 'mobile': True, 'web': True, 'windows': False}['MICROSOFT 365 BUSINESS BASIC']
[]{'exchange': True, 'office': True, 'onedrive': False, 'sharepoint': False, 'teams': True}{'excel': ['windows'], 'outlook': ['windows', 'mobile'], 'teams': ['windows', 'mobile'], 'word': ['windows']}False{'exchange': '2026-10-10', 'office': '2026-10-10', 'onedrive': None, 'sharepoint': None, 'teams': '2026-10-10'}{'exchange': True, 'onedrive': True, 'sharepoint': True, 'teams': True}Ruby Taylor{'mac': False, 'mobile': True, 'web': False, 'windows': True}['MICROSOFT 365 BUSINESS PREMIUM']
[]{'exchange': False, 'office': False, 'onedrive': False, 'sharepoint': False, 'teams': False}{}False{'exchange': None, 'office': None, 'onedrive': None, 'sharepoint': None, 'teams': None}{'exchange': True, 'onedrive': True, 'sharepoint': True, 'teams': True}Sophie Smith{'mac': False, 'mobile': False, 'web': False, 'windows': False}['MICROSOFT 365 BUSINESS PREMIUM']
[]{'exchange': False, 'office': False, 'onedrive': False, 'sharepoint': False, 'teams': False}{}False{'exchange': None, 'office': None, 'onedrive': None, 'sharepoint': None, 'teams': None}{'exchange': True, 'onedrive': True, 'sharepoint': True, 'teams': True}Thomas Clarke{'mac': False, 'mobile': False, 'web': False, 'windows': False}['MICROSOFT 365 BUSINESS BASIC']
[]{'exchange': True, 'office': True, 'onedrive': True, 'sharepoint': False, 'teams': True}{'excel': ['windows'], 'outlook': ['windows', 'mobile'], 'teams': ['windows', 'mobile'], 'word': ['windows']}False{'exchange': '2026-10-12', 'office': '2026-10-12', 'onedrive': '2026-10-03', 'sharepoint': None, 'teams': '2026-10-12'}{'exchange': True, 'onedrive': True, 'sharepoint': True, 'teams': True}Zara Jackson{'mac': False, 'mobile': True, 'web': False, 'windows': True}['MICROSOFT 365 BUSINESS PREMIUM']

Log

17:16:11  INFO    Starting Microsoft 365 usage for Northwind Traders
17:16:11  INFO    Stored 1 usage_status object
17:16:11  INFO    Stored 38 user_usage objects
17:16:11  INFO    Finished: succeeded