Feature Request Prioritization Log
This dataset provides a comprehensive log of software feature requests, including detailed descriptions, scoring for business value and stakeholder impact, prioritization metrics, and workflow status. It enables technology teams to prioritize development efforts, align stakeholders, and plan product roadmaps with data-driven insights.
Sample rows
preview · 8 of 60 rows · all 17 columns| request_idstring | statusstring | stakeholder_impact_scorefloat | product_areastring | titlestring | requester_idstring | requester_namestring | business_value_scorefloat | effort_estimatefloat | priority_scorefloat | date_submitteddate | target_releasestring | tagsstring | last_updateddatetime | assigned_teamstring | comments_countinteger | descriptionstring |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| FR-20240601-001 | approved | 4.7 | UI/UX | Add dark mode to dashboard | U-1024 | Jessica Lee | 4.5 | 13.5 | 2.96 | 2024-03-15 | Q3-2024 | accessibility,theme,usability | 2024-03-20T10:22:00 | Frontend | 7 | Enable a dark color theme for the main user dashboard to reduce eye strain and improve accessibility. |
| FR-20240601-002 | in_progress | 4.3 | Reporting | Export reports to PDF | T-201 | Finance Team | 4.2 | 8 | 2.85 | 2024-02-25 | Q2-2024 | export,report,PDF | 2024-03-28T15:50:00 | Backend | 10 | Allow users to export their analytics reports directly into PDF format for offline use. |
| FR-20240601-003 | under_review | 4.9 | Authentication | SAML SSO integration | U-1053 | Rahul Mehta | 5 | 20 | 2.45 | 2024-04-01 | Q4-2024 | security,SSO,enterprise | 2024-04-02T09:13:00 | Platform | 5 | Provide support for SAML-based Single Sign-On to allow enterprise customers easier authentication. |
| FR-20240601-004 | new | 4.1 | User Management | Bulk user import | T-305 | HR Department | 3.9 | 7.3 | 2.78 | 2024-05-02 | Q3-2024 | admin,import,CSV | 2024-05-03T14:00:00 | Data Integrations | 2 | Enable admins to import multiple users at once using CSV files. |
| FR-20240601-005 | approved | 3.7 | Notifications | Custom notification settings | U-1090 | Michael Choi | 3.6 | 9.4 | 1.98 | 2024-01-25 | Q2-2024 | preferences,alerts,communication | 2024-02-15T11:30:00 | Mobile | 4 | Allow users to set preferences for different types of notifications (email, SMS, push). |
| FR-20240601-006 | in_progress | 3.2 | API | Add API rate limiting | T-101 | Operations | 4 | 12 | 1.83 | 2024-05-10 | Q3-2024 | security,API,limits | 2024-05-15T09:41:00 | Backend | 6 | Implement API rate limiting to prevent abuse and ensure fair usage across clients. |
| FR-20240601-007 | under_review | 4.8 | Localization | Multi-language support | U-1101 | Lucia Fernandez | 4.7 | 18.6 | 2.56 | 2024-04-18 | Q4-2024 | translation,internationalization,UI | 2024-05-01T16:10:00 | Frontend | 8 | Add support for multiple languages in the user interface to cater to international users. |
| FR-20240601-008 | approved | 5 | Authentication | Two-factor authentication | U-1029 | Amir Patel | 4.9 | 15 | 2.97 | 2024-01-12 | Q2-2024 | security,2FA,login | 2024-02-10T13:45:00 | Platform | 14 | Require users to provide a second authentication factor for added security. |
| FR-20240601-009 | completed | 3.5 | File Management | Drag-and-drop file upload | U-1112 | Sandra Kim | 3.8 | 7.8 | 2.11 | 2024-03-18 | Q2-2024 | usability,upload,UI | 2024-04-01T08:30:00 | Frontend | 3 | Let users drag and drop files into forms for easier uploading. |
| FR-20240601-010 | in_progress | 4 | Audit | Activity log filtering | T-204 | Compliance Team | 3.7 | 6.2 | 2.27 | 2024-04-12 | Q3-2024 | logging,filter,security | 2024-05-03T12:15:00 | Backend | 5 | Enable filtering of the activity log by user, date, and event type. |
| FR-20240601-011 | deferred | 3.9 | User Management | Custom fields for user profiles | U-1120 | Benjamin Wang | 3.8 | 10.4 | 2.04 | 2024-03-30 | Q4-2024 | customization,admin,profiles | 2024-04-10T15:00:00 | Frontend | 2 | Allow admins to define additional fields for user profiles to capture extra information. |
| FR-20240601-012 | approved | 4.6 | Audit | Add audit trail for changes | T-310 | Legal Team | 4.3 | 11.7 | 2.77 | 2024-02-20 | Q3-2024 | audit,logging,compliance | 2024-03-01T10:47:00 | Backend | 4 | Track all changes made to records, including who made them and when. |
| FR-20240601-013 | completed | 4.2 | Authentication | Self-service password reset | U-1132 | Priya Nair | 4 | 6.5 | 2.87 | 2024-01-10 | Q2-2024 | security,password,usability | 2024-01-15T17:30:00 | Platform | 9 | Let users reset their passwords via email verification without admin intervention. |
| FR-20240601-014 | new | 3.4 | UI/UX | Customizable dashboard widgets | U-1140 | Eva Huber | 3.2 | 14.2 | 1.5 | 2024-05-07 | Q4-2024 | dashboard,customization,widgets | 2024-05-10T18:00:00 | Frontend | 1 | Allow users to add, remove, and rearrange dashboard widgets to suit their workflow. |
| FR-20240601-015 | approved | 3.8 | Notifications | Automated weekly summary email | T-330 | Customer Success | 3.8 | 6.1 | 2.49 | 2024-03-05 | Q3-2024 | summary,email,automation | 2024-03-12T09:07:00 | Mobile | 3 | Send users a weekly summary of their account activity and key metrics. |
| FR-20240601-016 | under_review | 4.4 | Integrations | Integrate with Slack | U-1155 | Tomoko Suzuki | 4.6 | 7 | 2.87 | 2024-04-22 | Q3-2024 | slack,notifications,alerts | 2024-04-28T10:32:00 | Data Integrations | 7 | Send important notifications and alerts to Slack channels. |
| FR-20240601-017 | deferred | 3.6 | Data Management | Data export scheduling | T-230 | Analytics | 3.5 | 8.2 | 1.95 | 2024-03-28 | Q4-2024 | export,scheduling,data | 2024-04-05T13:55:00 | Backend | 2 | Allow users to schedule regular data exports at specified intervals. |
| FR-20240601-018 | under_review | 4 | Search | Advanced search filters | U-1170 | Carla Monteiro | 3.9 | 10 | 2.15 | 2024-04-14 | Q3-2024 | search,filter,advanced | 2024-04-20T14:23:00 | Frontend | 4 | Implement advanced filtering options for search results, including boolean logic and date ranges. |
| FR-20240601-019 | approved | 4.5 | Integrations | Add webhook support | U-1191 | Oliver Jensen | 4.2 | 9.2 | 2.57 | 2024-01-29 | Q2-2024 | webhook,API,integrations | 2024-02-07T11:11:00 | Backend | 6 | Allow external systems to receive real-time notifications of relevant events via webhooks. |
| FR-20240601-020 | completed | 3.8 | UI/UX | User onboarding tour | U-1202 | Emma Rossi | 3.6 | 8.5 | 2.06 | 2024-02-14 | Q2-2024 | onboarding,usability,guide | 2024-02-25T08:00:00 | Frontend | 5 | Provide an interactive product tour for new users upon first login. |
What the 60 rows show
from the 60-row sample- 4.2median stakeholder_
impact_ score - 11target releases
- 12assigned teams
- 4.0median business_
value_ score - 10.9median effort_
estimate - 3.7median priority_
score
Median 4.2, from 3.2 to 5.0.
- string 10
- integer 1
- float 4
- date 1
- datetime 1
Columns
17 columns in three groups| column | type | description | example |
|---|---|---|---|
| Text 10 columns | |||
request_id | string | Unique identifier for each feature requestunique | FR-20240601-001 |
title | string | Short, descriptive title of the feature requestup to 150 | Export reports to PDF |
description | string | Detailed explanation of the requested feature | Enable a dark color theme… |
requester_id | string | Unique identifier of the person or team who submitted the request | U-1024 |
requester_name | string | Name of the person or team who submitted the requestoptional | Jessica Lee |
status | string | Current status of the feature request7 values | approved |
target_release | string | Planned software release or version for the feature (if applicable)11 releases · optional | Q3-2024 |
product_area | string | Functional area or module of the product impacted by the feature | UI/UX |
tags | string | Comma-separated list of relevant tags or keywords for the feature requestoptional | export,report,PDF |
assigned_team | string | Name or identifier of the team responsible for reviewing or implementing the feature12 teams · optional | Frontend |
| Numbers 5 columns | |||
stakeholder_impact_score | float | Score representing the impact of the feature on stakeholders (e.g., 1-5 scale)1 to 5 | 4.7 |
business_value_score | float | Score estimating the business value of the feature (e.g., 1-5 scale)1 to 5 | 4.5 |
effort_estimate | float | Estimated effort required to implement the feature (e.g., in story points or days)0 or more | 13.5 |
priority_score | float | Calculated priority score based on weighted criteria0 or more | 2.96 |
comments_count | integer | Number of comments or discussions associated with the feature request0 or more · optional | 7 |
| Dates and times 2 columns | |||
date_submitted | date | Date the feature request was submitted | 2024-03-15 |
last_updated | datetime | Timestamp of the most recent update to the feature request | 2024-03-20T10:22:00 |
Use it for
A technology dashboard
Stakeholder_
impact_ score by status and a breakdown of product_ area. Excel, Power BI or Tableau. What pattern can you find in 60 rows?
A class exercise
Hand out the rows and one question. Everyone works from the same 60 rows.
- Requests60FR-20240601-0014.7approvedFR-20240601-0024.3in_progr…FR-20240601-0034.9under_re…
A software demo
Believable requests with title, description and requester_
id to fill a screen in front of a buyer.
This dataset60 rows17 columns
Yours1,000 rows17 columns
blueprint · feature-request-prioritization-log
Behind this dataset
Same schema. As many rows as you need.
These 60 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
- Requests scored by impact and feasibility
- Capture requestor and submission date
- Priorities auto-calculate from scores
- Flag requests pending >30 days
- Duplicates merged under single reference
Open the blueprint in Data Factory
1 credit per row. New accounts start with 25 free credits.
- Exports
- CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
- Licence
- yours to use, including commercially
- API slug
- feature-request-prioritization-log