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Data visualisation of this data is as follows:

Scenario 2: Data Visualisation of AI for Human Services
A group of students is tasked with using the provided Human Services Data to explore how
AI technologies can enhance services such as healthcare, education, and social welfare. The

students will analyse the data, which contains key metrics like healthcare access, AI impact on
learning outcomes, and poverty rate trends over time.

The purpose of this scenario is as follows:
The goal of this task is to help students understand how AI technologies can be applied to improve
human services by tracking data trends, making predictions, and providing valuable insights for
policymakers. Students will examine how AI models can predict future trends in healthcare access,

education improvement, and social welfare, and how these models can be used to optimise service
delivery, ensure fairness, and improve accessibility. Sample data is as follows:

Data visualisation of this data is as follows:

Introduction to Systems Thinking and System Map 93