S2 DPW project

data selection

timeline

• Submission of the Software Development Specification (DDL: Apr 22)
• Submission of the First draft Implementation (DDL: May 13)
• Submission of Final (V2) Implementation and Report (DDL: May 20)
• Presentation (May 25-29)

Data Exploration and Cleaning

• load data
• perform initial of understanding of structure, variables
• clean data

data analysis

• Perform exploratory data analysis (EDA) to uncover patterns, trends, and relationships in the data
• Use statistical methods and visualizations to support your findings.
• Generate at least insights from the dataset.

Data visualizations

• Create meaningful visualizations to present your findings.
• Ensure visualizations are well-labeled and easy to interpret.

Advanced Tasks

• Building a machine learning model
• Performing time-series analysis or geospatial analysis.

dataset choose

COVID-19 Dataset

App Structure

• backend/: FastAPI service (health + infection APIs)
• frontend/: Vue3 + ECharts map animation frontend
• data/: raw and processed datasets