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Computer Science&AI
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HEALTHMEDICINE
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BUSINESSENTREPRENEURSHIP
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Science technologySTEMengineering math
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humanitieslanguagewritingart
Inception of the Project
Data-driven equity analysis reduces inequalities. An AI-based dashboard to analyze social equity metrics (e.g., income disparities) can promote fairness, aligning with SDG 10’s goal.
Log File (Step-by-Step Project Guide)
- Research equity metrics : Contact a local nonprofit (with a teacher’s help) to learn about inequality data. List 10–15 dashboard features (e.g., income gap visuals).
- Set up Python : Install Python and VS Code (free). Follow a Plotly tutorial .
- Design the dashboard : Plan a web-based dashboard (e.g., “Dallas Equity Insights”). Sketch the layout with charts and filters.
- Code the dashboard : Use Plotly for visuals and Streamlit for the interface. Test with sample datasets.
- Test with users : Share with classmates or a community group. Ask if it’s clear and impactful. Fix issues like cluttered visuals.
- Share with the community : Distribute to a nonprofit via Google Drive . Include a user guide.
Data Sources
Competitive Platforms
- Business Professionals of America
- DECA
- HOSA – Future Health Professionals
- UIL Academics
- Congressional App Challenge
- Dallas Regional Science and Engineering Fair
- FIRST Robotics Competition
- Solar Car Challenge
- SkillsUSA
- Future Business Leaders of America
- National Youth Leadership Forum: Business Innovation
- Dallas Urban Debate Alliance

Volunteer/Service Opportunity
- Volunteer at United Way Dallas to support equity programs.
- Assist at Dallas Life to promote fair opportunities.
- Help at American Red Cross North Texas for community equity initiatives.
Publication/Research Journal/Clubs
- Publish in North Texas Student Scientist to share dashboard insights.
- Submit a research paper to Journal of Emerging Investigators .
- Start an Equity Tech club to promote the dashboard and support Business program initiatives.
Inception of the Project
Equitable healthcare reduces disparities. A campaign to promote access to healthcare for underserved groups can support SDG 10’s goal.
Log File (Step-by-Step Project Guide)
- Research healthcare access : Read about disparities on WHO.int . Ask a local clinic (with adult help) about community needs.
- Plan the campaign : Plan 3–5 workshops or flyers on healthcare access (e.g., free clinics). Outline content on paper.
- Create materials : Use Canva to design flyers or presentations. Ask a teacher for feedback.
- Add translations : Include a flyer in Spanish using Google Translate . Ask a native speaker to check accuracy.
- Share the campaign : Distribute flyers at a community center or host workshops with school permission.
- Get feedback : Use a Google Form to ask participants if the campaign was helpful. Use feedback to improve.
Data Sources
Competitive Platforms
- Business Professionals of America
- DECA
- HOSA – Future Health Professionals
- Texas Science and Engineering Fair
- Dallas Regional Science and Engineering Fair
- FIRST Robotics Competition
- Solar Car Challenge
- SkillsUSA
- Future Business Leaders of America
- National Youth Leadership Forum: Business Innovation
- Dallas Urban Debate Alliance

Volunteer/Service Opportunity
- Volunteer at North Texas Food Bank to support equity programs.
- Assist at Dallas Life to distribute health guides.
- Help at United Way Dallas to promote healthcare access.
Publication/Research Journal/Clubs
- Publish in North Texas Student Scientist to share campaign insights.
- Submit a research paper to National High School Journal of Science .
- Start a Health Equity Advocacy club to promote the campaign and support Humanities blog initiatives.
Inception of the Project
Inclusive entrepreneurship reduces inequalities. A business plan for an inclusive startup program can empower diverse founders, aligning with SDG 10’s goal.
Log File (Step-by-Step Project Guide)
- Research inclusive business : Learn about diverse entrepreneurship on UN.org . Talk to a local entrepreneur (with adult supervision) about needs.
- Plan the program : Create a plan for an inclusive startup program with 3–5 goals (e.g., mentorship for underrepresented groups). Outline the plan on paper.
- Create materials : Use Canva to design a business plan or pitch deck, including budget and impact. Keep it professional.
- Find mentors : Ask local business leaders (with adult help) to review the plan. Get school permission to present it.
- Test the plan : Share with a school club or nonprofit. Ask if it’s feasible and impactful. Adjust based on feedback.
- Share with the community : Present to a local organization via Google Drive .
Data Sources
Competitive Platforms
- Business Professionals of America
- DECA
- HOSA – Future Health Professionals
- Dallas Startup Week
- Entrepreneurship.org
- FIRST Robotics Competition
- Solar Car Challenge
- SkillsUSA
- Future Business Leaders of America
- National Youth Leadership Forum: Business Innovation
- Dallas Urban Debate Alliance

Volunteer/Service Opportunity
- Volunteer at United Way Dallas to support inclusive entrepreneurship.
- Assist at SCORE to mentor diverse entrepreneurs.
- Help at Dallas Life to promote inclusion.
Publication/Research Journal/Clubs
- Publish in Dallas Youth Arts Review to share the business plan.
- Submit a research paper to Journal of Emerging Investigators .
- Start an Inclusive Startup club to promote the plan and support Computer Science dashboard initiatives.
Inception of the Project
Wage gaps perpetuate inequality. An AI-based wage gap analysis model using machine learning can highlight disparities, aligning with SDG 10’s goal (repeats SDG 5).
Log File (Step-by-Step Project Guide)
- Research wage gaps : Learn about disparities on UNwomen.org . Contact a local nonprofit (with adult help) about data needs.
- Plan the model : Design an AI model to predict wage gaps. Sketch the setup, including data inputs and visualizations.
- Develop the model : Use Python with scikit-learn for machine learning. Test with sample wage data.
- Test the model : Validate with datasets (e.g., salary by gender). Ask a teacher if the model is accurate.
- Improve the design : Adjust based on feedback, optimizing predictions or visuals. Ensure it’s clear for advocacy.
- Share with the community : Share the model with a nonprofit via Google Drive .
Data Sources
Competitive Platforms
- Business Professionals of America
- DECA
- HOSA – Future Health Professionals
- Texas Science and Engineering Fair
- Dallas Regional Science and Engineering Fair
- Conrad Challenge
- FIRST Robotics Competition
- Solar Car Challenge
- SkillsUSA
- Future Business Leaders of America
- National Youth Leadership Forum: Business Innovation
- Dallas Urban Debate Alliance

Volunteer/Service Opportunity
- Volunteer at United Way Dallas to support equality programs.
- Assist at Dallas Life to advocate for wage equity.
- Help at American Red Cross North Texas for community equity projects.
Publication/Research Journal/Clubs
- Publish in North Texas Student Scientist to share model insights.
- Submit a research paper to National High School Journal of Science .
- Start a Wage Equity club to promote the model and support Health Science campaign initiatives.
Inception of the Project
Raising awareness reduces inequalities. A blog series on social equity can engage communities, aligning with SDG 10’s goal.
Log File (Step-by-Step Project Guide)
- Research social equity : Read about inequalities on UN.org . Interview a local nonprofit leader (with adult supervision) about community needs.
- Plan the blogs : Plan a series of 3–5 blog posts on equity topics, like income gaps. Outline each post’s argument on paper.
- Write the blogs : Use Google Docs to write the posts, ensuring clarity and impact. Ask a teacher for feedback.
- Add translations : Translate one post into Spanish using Google Translate . Ask a native speaker to check accuracy.
- Share the blogs : Publish on a school website or community platform. Get permission from a school or nonprofit.
- Get feedback : Ask readers to fill out a Google Form about the blogs’ impact. Use feedback to revise.
Data Sources
Competitive Platforms
- Business Professionals of America
- DECA
- HOSA – Future Health Professionals
- Scholastic Art and Writing Awards
- National Federation of High School Journalism
- FIRST Robotics Competition
- Solar Car Challenge
- SkillsUSA
- Future Business Leaders of America
- National Youth Leadership Forum: Business Innovation
- Dallas Urban Debate Alliance

Volunteer/Service Opportunity
- Volunteer at American Red Cross North Texas to raise equality awareness.
- Assist at United Way Dallas to share blogs at events.
- Help at Dallas Life to advocate for equity.
Publication/Research Journal/Clubs
- Publish in Teen Writers Project to share blog insights.
- Submit a research paper to The Schola .
- Start an Equality Advocacy Writing club to promote the blogs and support STEM wage gap initiatives.