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# Visualizing Quantities
In this lesson, you will use three different libraries to learn how to create interesting visualizations all around the concept of quantity. Using a cleaned dataset about the birds of Minnesota, you can learn many interesting facts about local wildlife.
## [Pre-lecture quiz](https://red-water-0103e7a0f.azurestaticapps.net/quiz/16)
## Pre-lecture quiz
[Pre-lecture quiz](https://red-water-0103e7a0f.azurestaticapps.net/quiz/16)
## Observe wingspan with Matplotlib
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## 🚀 Challenge
This bird dataset offers a wealth of information about different types of birds within a particular ecosystem. Search around the internet and see if you can find other bird-oriented datasets. Practice building charts and graphs around these birds to discover facts you didn't realize.
## [Post-lecture quiz](https://red-water-0103e7a0f.azurestaticapps.net/quiz/17)
## Post-lecture quiz
[Post-lecture quiz](https://red-water-0103e7a0f.azurestaticapps.net/quiz/17)
## Review & Self Study

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