Remote Team Collaboration Events

This dataset provides detailed, synthetic logs of remote team collaboration events, including chat messages, file sharing activities, and meeting attendance records. Each event is linked to users, teams, channels, and productivity tools, enabling comprehensive analysis of virtual work dynamics, communication patterns, and tool effectiveness. Ideal for research and development of remote work analytics, productivity measurement, and collaboration platform optimization.

  • last updated 21 Aug 2025
  • by GoMask
The brief that made it

Analyzing remote team productivity and engagement

Sample rows

preview · 8 of 200 rows · all 21 columns
event_idstringevent_typestringfile_size_kbfloatis_privatebooleanfile_typestringtimestampdatetimeuser_idstringuser_namestringteam_idstringteam_namestringchannel_idstringchannel_namestringmessage_idstringfile_idstringfile_namestringmeeting_idstringmeeting_topicstringattendance_statusstringduration_minutesfloattool_usedstringmessage_textstring
EVT000001chatblankfalseblank2024-06-03T09:12:15ZUSR1Diana LeeT001Product AlphaCH01generalMSG1001blankblankblankblankblankblankSlackHi team, the new sprint starts today.
EVT000002file_share245.8falsepdf2024-06-03T09:15:22ZUSR2Carlos MendesT001Product AlphaCH01generalblankFIL2001Sprint_Backlog_June.pdfblankblankblankblankSlackblank
EVT000003meeting_attendanceblankfalseblank2024-06-03T10:00:00ZUSR3Emily ZhangT001Product AlphaCH02standupblankblankblankMTG3001Sprint Standupattended15.2Zoomblank
EVT000004chatblankfalseblank2024-06-03T10:07:44ZUSR4Franklin RossT002Marketing BetaCH03announcementsMSG1002blankblankblankblankblankblankTeamsPlease review the campaign assets attached.
EVT000005file_share1298.5truezip2024-06-03T10:08:10ZUSR5Sofia AlvarezT002Marketing BetaCH03announcementsblankFIL2002Campaign_2024_Assets.zipblankblankblankblankTeamsblank
EVT000006meeting_attendanceblanktrueblank2024-06-03T11:00:00ZUSR6John MillerT002Marketing BetaCH04meeting-room-4blankblankblankMTG3002Quarterly Reviewlate60Zoomblank
EVT000007file_share123.4falsexlsx2024-06-03T11:30:10ZUSR7Hannah KimT003Ops GammaCH05filesblankFIL2003Ops_Checklist_May.xlsxblankblankblankblankSlackblank
EVT000008chatblankfalseblank2024-06-03T12:05:40ZUSR8Mohammed PatelT003Ops GammaCH05filesMSG1003blankblankblankblankblankblankSlackChecklist updated for June. Please verify.

What the 200 rows show

from the 200-row sample
  • 30%is_private = true
  • 244.1median file_size_kb
  • 3attendance statuses
  • 3tool useds
  • 35teams
  • 39team names
event_type200 rows by value
0357069chat35%68file_share34%63meeting_atte…32%
file_size_kb68 rows, in bands of 5,000
035706610001015k30kfile_size_kb →

Median 244.1, from 2.2 to 25,750.

file_type68 rows with a value · 132 left blank
  1. pdf21
  2. xlsx10
  3. docx10
  4. csv7
  5. zip4
  6. txt4
  7. pptx4
  8. png3
  9. gz1
  10. jpg1
21 columns by typefrom the column list below
  • string 17
  • float 2
  • datetime 1
  • boolean 1

Columns

21 columns in four groups
blueprint · 21 columns
columntypedescriptionexample
Text 17 columns
event_idstringUnique identifier for each collaboration eventuniqueEVT000001
event_typestringType of collaboration event (chat, file_share, meeting_attendance)chat · file_share · meeting_attendancechat
user_idstringUnique identifier for the user involved in the eventUSR1
user_namestringDisplay name of the useroptionalDiana Lee
team_idstringUnique identifier for the teamT001
team_namestringName of the teamoptionalProduct Alpha
channel_idstringUnique identifier for the chat channel or meeting roomoptionalCH01
channel_namestringName of the chat channel or meeting roomoptionalgeneral
message_idstringUnique identifier for the chat message (only for chat events)optionalMSG1001
message_textstringContent of the chat message (only for chat events)optionalHi team, the new sprint s…
file_idstringUnique identifier for the shared file (only for file_share events)optionalFIL2001
file_namestringName of the shared file (only for file_share events)optionalSprint_Backlog_June.pdf
file_typestringType/extension of the shared file (e.g., pdf, docx, png)optionalpdf
meeting_idstringUnique identifier for the meeting (only for meeting_attendance events)optionalMTG3001
meeting_topicstringTopic or title of the meeting (only for meeting_attendance events)optionalSprint Standup
attendance_statusstringAttendance status for the meeting (only for meeting_attendance events)attended · absent · late · optionalattended
tool_usedstringName of the productivity tool/platform used (e.g., Slack, Teams, Zoom)3 useds · optionalSlack
Numbers 2 columns
file_size_kbfloatSize of the shared file in kilobytes (only for file_share events)0 or more · optional245.8
duration_minutesfloatDuration of the meeting in minutes (only for meeting_attendance events)0 or more · optional15.2
Dates and times 1 column
timestampdatetimeDate and time when the event occurred (UTC)2024-06-03T09:12:15Z
True or false 1 column
is_privatebooleanIndicates if the event occurred in a private channel or meetingoptionalfalse

Use it for

  • is private30%60 of 200 rowsrows by event type69chat68file_s…63meetin…

    A technology dashboard

    The is_private rate, file_size_kb by event_type and a breakdown of file_type. Excel, Power BI or Tableau.

  • Why do 60 of 200 rows have is_private = true?

    A class exercise

    Hand out the rows and one question. Everyone works from the same 200 rows.

  • A software demo

    Believable events with event_type, timestamp and user_id to fill a screen in front of a buyer.

Not quite right?

Make it yours.

Same 21 columns, your size and your rules. See 20 rows before you pay.

Preview 20 rows free

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This dataset200 rows21 columns
Yours1,000 rows21 columns

blueprint · remote-team-collaboration-events

Behind this dataset

Same schema. As many rows as you need.

These 200 rows came out of a blueprint — 21 columns with generation rules behind each one. Open it in Data Factory to retune a column, add your own, wire in foreign keys, and run it at the size you actually need.

Rules it was built with
  • Event type: chat, file, meeting
  • User ID mapped to team/project
  • Event timestamp within working hours
  • File events include document type
Rows
Open the blueprint in Data Factory

1 credit per row. Preview 20 rows free. Buy rows for the full run.

Exports
CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
Licence
yours to use, including commercially
API slug
remote-team-collaboration-events

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