Services
As a non-profit organization, we offer the following effective, unique-valued services for education stakeholders.
Unique Values
Student Initiated
From survey and poll design to action item proposals, every step is conducted by students themselves. They know their peers best!
Intelligent
Insights are drawn from advanced and fully-scalable AI techniques.
Seamlessly Connected
​We seamlessly connect students, parents, and school educators into our proposals, free of charge.
Service Products
Customized Structured Data Storage
We organize and store survey/poll data in a structured format, making it easy to access and analyze. This service ensures that all data is consistently formatted and securely stored.
​
Example: After collecting survey responses from students, we convert the data into a database format, categorizing responses by questions, grades, and demographic information for easy retrieval and analysis.
Basic Summary Reports
We calculate key summary statistics from the survey/poll data, such as distribution, means, medians, and standard deviations, providing a clear overview of the data.
​
Example: For a survey question about student satisfaction with school facilities, we provide the average satisfaction score, the range of scores, and the most frequent responses.
Sentiment Analysis
We analyze the sentiment of open-ended responses in surveys/polls, categorizing them as positive, negative, or neutral to gauge overall student sentiment.
​
Example: In response to the question "How do you feel about the new cafeteria menu?", we use sentiment analysis to determine if the majority of comments are positive, negative, or neutral.
Automatic Theme Discovery
We identify and categorize common themes in open-ended survey/poll responses, helping to reveal key themes and concerns among students.
​
Example: In responses to the question "What changes would you like to see in the school?", Automatic Theme Discovery (topic modeling) identifies recurring themes such as "better technology," "more extracurricular activities," and "improved facilities."
Recurring Pattern Identification
We identify recurring patterns or trends in survey/poll data over time, helping stakeholders understand changes in student opinions or behaviors.
​
Example: By analyzing survey data from the past three years, we identify a recurring pattern of increasing dissatisfaction with online learning tools, suggesting a need for improvement in this area.
Actionable Suggestions Analysis
Based on the analysis of survey/poll data, we provide actionable suggestions for improving the educational experience, tailored to the specific needs and concerns identified.
​
Example: After analyzing student feedback on school safety, we suggest specific actions such as increasing supervision in common areas and implementing more safety drills.
Satisfaction Guarantee
We are committed to delivering high-quality, reliable services for analyzing student survey/poll data. We ensure that if our services do not meet your expectations, we will work with you to address any concerns and make necessary adjustments. Your satisfaction is our priority, and we strive to provide valuable insights and actionable recommendations that truly benefit your educational community.