Comparing Trends for Different Time Scales

File this one under: problems I hope to explore with my exploratory data analysis (EDA) suite of tools I want to develop. Here’s my question: the cover photo graph shows line graphs from 2 different models (differing by temporal resolution). The pink line has an observation every 10 days, whereas the blue line has an observation every day. Is there a way to quantitatively compare them?

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