Challenge 16: Finding the Worst Months for Allergies
Level: Easy
Description: You are planning on moving to Austin, Texas, but you suffer from allergies. You want to find out which months would be the worst in the year for you in your new city. Can some data analytics help you uncover allergen patterns in Austin, starting from 2005?
Beginner-friendly objectives: 1.: Read in dataset and filter for only Travis, TX, PM2.5, and convert the date column properly. Focus only on data from 2005-01-01 and up. 2. Group the data by month and visualize average monthly AQI. 3. Get the yearly average of AQI and check for which months values are typically higher than it. Produce a data table showing which months are above the yearly AQI average for Travis County (Austin, TX).
Author: Thor Landstrom
Dataset: Allergen Data on KNIME Community Hub
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