Bug Report Resolution Timelines

This dataset provides comprehensive logs of software bug reports, including detailed descriptions, severity, priority, assignment, and timestamps for each stage of the bug lifecycle. It enables in-depth analysis of resolution timelines, developer efficiency, and project quality, making it valuable for process optimization and engineering management.

  • last updated 12 Jul 2025
  • by GoMask
The brief that made it

Measuring and improving software bug resolution efficiency

Sample rows

preview · 8 of 76 rows · all 17 columns
bug_idstringstatusstringresolution_time_hoursfloatassignee_idstringtitlestringreporter_idstringproject_idstringseveritystringprioritystringcreated_atdatetimeupdated_atdatetimeresolved_atdatetimeclosed_atdatetimecomponentstringenvironmentstringtagsstringdescriptionstring
BUG-20240601-001closed7.25DEV-201App crashes on loginUSR-101PROJ-ALPHAcriticalurgent2024-04-11T09:15:222024-04-12T14:42:192024-04-11T16:30:002024-04-12T14:42:19Authenticationproductioncrash,login,urgentAfter entering valid credentials, the application crashes unexpectedly. Steps: Open app, enter username and password, tap login.
BUG-20240601-002resolved26.78DEV-205UI glitch on dashboard widgetsUSR-103PROJ-ALPHAmediumnormal2024-04-15T10:08:172024-04-16T13:20:432024-04-16T12:55:00blankDashboarddevelopmentui,widget,resizeDashboard widgets overlap on screen resize. Steps: Log in, resize window, observe widget positions.
BUG-20240601-003in_progressblankDEV-202Slow response after submitting formUSR-107PROJ-BETAhighhigh2024-04-17T15:04:312024-04-18T10:00:12blankblankRegistrationstagingperformance,formSubmitting the registration form takes over 10 seconds to respond. Steps: Fill registration form, click submit.
BUG-20240601-004openblankDEV-207Forgot password email not sentUSR-110PROJ-GAMMAhighurgent2024-05-01T11:51:092024-05-01T11:51:09blankblankEmail Serviceproductionemail,forgot_passwordNo reset email received after requesting password reset. Steps: Click 'Forgot Password', check email inbox.
BUG-20240601-005duplicateblankDEV-203Data not syncing between devicesUSR-102PROJ-ALPHAmediumnormal2024-04-10T08:05:172024-04-10T15:40:00blankblankSync Engineproductionsync,mobile,webUpdated data on one device doesn't reflect on another. Steps: Add note on mobile, check on web app.
BUG-20240601-006wont_fixblankDEV-204Exported CSV has wrong delimiterUSR-108PROJ-DELTAlowlow2024-04-23T13:32:052024-04-24T09:12:01blankblankExportstagingcsv,delimiter,exportCSV export uses semicolons instead of commas. Steps: Export data, open file in Excel.
BUG-20240601-007resolved18.46DEV-209Profile picture upload fails for large filesUSR-105PROJ-ALPHAmediumnormal2024-04-28T17:39:452024-04-29T13:00:002024-04-29T12:07:00blankUser Profiletestingupload,image,profileImages over 5MB fail to upload. Steps: Go to profile, upload a 6MB image.
BUG-20240601-008closed30.75DEV-206Session expires too quicklyUSR-101PROJ-ALPHAlowlow2024-04-18T09:00:002024-04-20T11:22:002024-04-19T15:45:002024-04-20T11:22:00Session Managerproductionsession,timeoutUsers are logged out after 5 minutes of inactivity, should be 30 minutes. Steps: Log in, wait 6 minutes.

What the 76 rows show

from the 76-row sample

Closed status stands out: mean resolution_time_hours is 28.9, against 13.8 for the rest.

  • 18.7median resolution_time_hours
  • 4severities
  • 4priorities
  • 4environments
  • 8projects
  • 16reporters
Mean resolution_time_hours by status34 rows
0204013.8resolved22 rows28.9closed12 rows
resolution_time_hours34 rows, in bands of 20
0153022101001060120resolution_time_hours →

Median 18.7, from 1.8 to 100.5.

assignee_id71 rows with a value · 5 left blank
  1. DEV-2159
  2. DEV-1459
  3. DEV-1138
  4. DEV-1327
  5. DEV-2105
  6. DEV-2054
  7. DEV-2024
  8. DEV-2074
  9. DEV-2034
  10. DEV-2044
17 columns by typefrom the column list below
  • string 12
  • float 1
  • datetime 4

Columns

17 columns in three groups
blueprint · 17 columns
columntypedescriptionexample
Text 12 columns
bug_idstringUnique identifier for the bug reportuniqueBUG-20240601-001
titlestringShort, descriptive title of the bugup to 200App crashes on login
descriptionstringDetailed description of the bug, including steps to reproduceAfter entering valid cred…
reporter_idstringUnique identifier for the user who reported the bugUSR-101
assignee_idstringUnique identifier for the developer assigned to resolve the bugoptionalDEV-201
project_idstringIdentifier for the project or software module where the bug was found8 projectsPROJ-ALPHA
severitystringSeverity level of the bugcritical · high · medium · lowcritical
prioritystringPriority assigned to the bug for resolutionurgent · high · normal · lowurgent
statusstringCurrent status of the bug report7 valuesclosed
componentstringSpecific software component or module affected by the bugup to 100 · optionalAuthentication
environmentstringEnvironment in which the bug was observed (e.g., production, staging, development)production · staging · development · testing · optionalproduction
tagsstringComma-separated list of tags or keywords associated with the bugoptionalcrash,login,urgent
Numbers 1 column
resolution_time_hoursfloatTime taken to resolve the bug in hours, calculated as the difference between created_at and resolved_at0 or more · optional7.25
Dates and times 4 columns
created_atdatetimeTimestamp when the bug report was created2024-04-11T09:15:22
updated_atdatetimeTimestamp of the most recent update to the bug report2024-04-12T14:42:19
resolved_atdatetimeTimestamp when the bug was marked as resolvedoptional2024-04-11T16:30:00
closed_atdatetimeTimestamp when the bug was closedoptional2024-04-12T14:42:19

Use it for

  • median resolut…18.734 rowsmean resolution time …13.8resolv…28.9closed

    A technology dashboard

    Resolution_time_hours by status and a breakdown of assignee_id. Excel, Power BI or Tableau.

  • Why do the 12 closed rows have a mean resolution_time_hours of 28.9?

    A root-cause class exercise

    Hand out the rows and one question. The answer is in the data, not in the brief.

  • A software demo

    Believable bugs with title, description and reporter_id to fill a screen in front of a buyer.

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blueprint · bug-report-resolution-timelines

Behind this dataset

Same schema. As many rows as you need.

These 76 rows came out of a blueprint — 17 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
  • Record bug report and resolution dates
  • Categorize bugs by severity
  • Flag bugs unresolved after 7 days
  • Aggregate mean time to resolution
  • Sort by assigned developer
Rows
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Exports
CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
Licence
yours to use, including commercially
API slug
bug-report-resolution-timelines

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