Challenges & Solutions

SOURCING RELEVANT DATA
Challenge: Identifying relevant, and accurate data from various sources.
Solution: I merged multiple datasets containing overlapping data points (e.g., CO2 emissions, population size) into a single, comprehensive master set, organized by global region to streamline my analysis.

TELLING THE STORYChallenge: Representing vast and intricate datasets in a way that was both accessible and engaging for diverse audiences.
Solution: I employed multiple data-driven charts to highlight different areas on the topic of climate migration, using varying datasets and visual techniques. 

DESIGNING FOR MULTIPLE PLATFORMSChallenge: Ensuring the visualizations were effective across various mediums, in terms of their legibility, accessibility, and readability.
Solution: I refined each design to maintain clarity and consistency while tailoring the visuals to the specific requirements of each format (i.e., Instagram).

MANAGING VISUAL COMPLEXITYChallenge: Preventing the visuals from becoming cluttered or overwhelming, particularly when incorporating multiple data points and text labels.
Solution: I prioritized a clean design system, typographic hierarchies and a grid layout, to ensure easy interpretation between the graphs and legends. 
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LAST UPDATEDApril 2025 OFFICEPlanet Earth (Toronto)