Student Project Tool Preference Data
Education & Learning Analytics
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About
Details regarding the selection of Software Project Management (SPM) tools, collected based on the preferences and requirements of students. The data focuses on identifying the tools deemed most suitable by participants, providing the necessary groundwork for various analytical exercises, such as identifying the preferred tool across different student groups or batches. The context is centred around creating a robust foundation for a Software Project Management Tool Recommendation System.
Columns
- Roll No: Unique identifier for the student who selected a specific Software Project Management Tool.
- Tool 1: The tool assigned the top priority by the student according to their specific convenience and requirements.
- Tool 2: The tool assigned the second priority level by the student.
- Tool 3: The tool assigned the third priority level by the student.
- Final Selected Tool: The Software Project Management Tool ultimately considered the best by the student.
Distribution
The data is typically provided in a tabular format, often a CSV file (
SPMQA Data Visualization - Sheet1.csv), with a small size of approximately 3.51 kB. The structure consists of five distinct columns detailing student priorities. There are at least 80 unique records detailing the tool selections. Future updates are currently not anticipated for this specific version of the data.Usage
This information is ideal for developers aiming to build or refine a recommendation system for Software Project Management tools. It can also be used for academic analysis, such as performing analytics to determine the most popular tool within specific cohorts or batches. Researchers can identify usage trends, such as how many students selected the exact same set of tools across their priority rankings.
Coverage
The data scope focuses entirely on the preferences of students involved in the study, with participation noted across four distinct batches. Geographic or temporal parameters are not explicitly defined in the collected features; the availability relies on the student demographic and their expressed priorities regarding Software Project Management tools.
License
CC0: Public Domain
Who Can Use It
- Data Scientists: For training machine learning models geared towards building or improving tool recommendation engines.
- Software Project Managers: To understand current student perceptions and preferences regarding project management utilities like JIRA, Asana, or Wrike.
- Educators/Researchers: To conduct comparative analysis on tool adoption rates and priorities across different student cohorts.
Dataset Name Suggestions
- Student Project Tool Preference Data
- Software Management Tool Selection Priorities
- SPM Tool Recommendation System Input
- Student Tool Preference Ranking
Attributes
Original Data Source: Student Project Tool Preference Data
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