The survey data was collected from various student demographics and processed using tools like Google Sheets and Smartsheets. Data cleaning and preparation were carried out to ensure accuracy. Statistical analysis techniques were applied to uncover trends and patterns in the survey responses. The results were visualized using interactive dashboards in Looker Studio to provide clear and actionable insights.

📌 Demographic Filters: Interactive filters that allow users to view survey results by different age groups and genders.

📌 Satisfaction Metrics: Displays satisfaction levels with remote learning setups and online teaching tools across different demographics.

📌 Engagement Analysis: Analyzes student engagement, including average hours spent on online studies and frequency of communication with peers.

📌 Health and Attendance Insights: Provides insights into how health issues affect attendance, particularly focusing on different age groups.

📌Performance Comparison: Compares satisfaction and engagement levels across various demographics to identify key trends and areas needing improvement.

📌 Enhanced Understanding of Student Preferences: Provides insights into what students enjoy about current online learning setups and what they would like to change.

📌 Targeted Improvement Areas: Identifies specific areas, such as tools and technologies, where students seek improvements.

📌 Demographic-Specific Insights: Offers detailed analysis of different age groups, helping institutions tailor their approaches to specific student needs.

📌 Health Impact Analysis: Highlights the impact of health issues on student attendance and engagement, enabling institutions to address these challenges.

📌 Strategic Decision Support: Empowers educational institutions with data-driven insights to enhance their online learning environments and improve student satisfaction.

📌 Looker Studio

📌 Smart Sheets

📌 Google Sheets

📌 App Scripts

📌 Educational Administrators: To understand student feedback and improve online learning environments.

📌 Instructional Designers: To develop and enhance online course materials and tools.

📌 Teachers and Instructors: To gain insights into student satisfaction and engagement with online classes.

📌 Policy Makers: To inform decisions on educational policies and resource allocation.

📌 Feedback Analysis: Evaluating student feedback to identify strengths and weaknesses in the current online learning setup.

📌 Engagement Monitoring: Tracking student engagement levels and identifying factors that influence participation.

📌 Satisfaction Tracking: Monitoring satisfaction with online learning tools and techniques to guide improvements.

📌 Strategic Planning: Using insights to develop strategies for enhancing online education and addressing student concerns.