Exploratory Data Analysis (EDA) Simulation
Air quality in Hanoi, Vietnam, is largely affected by vehicle emissions, with motorbikes being the most popular vehicle type. From calculating summary statistics, to addressing outliers, to building graphs, this spreadsheet simulation walks you through an exploratory analysis of real transportation data to inform how a motorbike ban could impact the commutes of high school students. Familiarity with the basics of data analysis is expected.
Topics
- spreadsheet simulation
- data literacy
- Hanoi
- urban planning
- transportation policy
- motorcycle ban
- student commute
- survey data
- statistical analysis
- filtering data
- histogram
- box plot
- scatter plot
- mean
- median
- interquartile range
- data distribution
- outliers
- outlier handling
- correlation versus causation
- UTM-Hanoi project
- air quality
- traffic pollution
- preliminary data investigation
- STEM skills
- evidence-based claims
- data-driven decision making
- transport modeling
- transportation
- sustainability
- EDA