Visualizing Google Search Trends of 2022 using Python

If your data has many groups, visualizing their distribution together can create cluttered plots. This makes it difficult to visualize the underlying patterns.

Instead, consider plotting the distribution across individual groups using FacetGrid. This allows you to compare the distributions of multiple groups side by side and see how they vary.

As shown above, a FacetGrid allows us to clearly see how different search terms trended across 2022.

P.S. I used the year-in-search-trends repository to fetch the trend data.

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Find the code for my tips here: GitHub.

I like to explore, experiment and write about data science concepts and tools. You can read my articles on Medium. Also, you can connect with me on LinkedIn.