Showing posts with label Data Duo. Show all posts
June 19, 2017
Makeover Monday: Is America Improving Its Ozone Air Quality?
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cycle plot
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Data Duo
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dot plot
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EPA
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Makeover Monday
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ozone
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pollution
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sparkline
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United States
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USA
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The EPA website also contained some basic reporting, which is the focus for this week's makeover.
What works well?
- Simple layout. It's easy to see you have days within months going left to right and years going down.
- Colors match the official EPA colors for the AQI categories
- Including the ranges we know what constitutes a good reading vs. a bad reading
- The title tells me what I'm looking. Including the date range is a nice touch too.
- Using a strip plot along with the colors helps reveal seasonal patterns
- Including the source in the footer
What could be improved?
- Make the colors color-blind friendly
- It's difficult to see how a month has changed across the years.
- I can't hover to see the values.
- It says each “tile” represents one day of the year and is color-coded based on the AQI level for that day, but I think it's actually showing the max measurement for each day. It should be more clear what they are representing.
- There's very little context. How does one county compare to others? How does one county compare to the national average?
What were my goals?
- Last year I challenged The Data Duo to visualise an almost identical data set. Pooja created a pretty amazing viz (of course), so I wanted to pick some parts off of it. Particularly, the State selectors on each site and the dot plot.
- I wanted to understand how each month changed across the years, which is pretty much exactly what a cycle plot was created for. I used a trend line instead of an average though because that seemed to show the patterns better.
- I wanted to add context for comparisons to the national average and to the state average (which appears when you click on a state).
- I wanted to use color-blind friendly colors.
- I wanted a small sparkline-type chart to show how things have changed since 1990.
With these goals in mind, here is my Makeover Monday week 25 submission. Click on the image for the interactive version.
September 2, 2016
The Toxic Twenty Five: An Analysis of Southern California Air Quality
This week I challenged The Data Duo to a #VizOff of sorts. I provided them with a data set of 8.5M ozone level readings from stations spread all throughout the U.S. I started looking at this data a few weeks ago because I was thinking about the smog in Atlanta and wondering if it had gotten any better since I left. This led me to the master data set or all cities that are measured.
Once I started exploring the data, I noticed that Southern California consistently had the most cities with high ozone levels. So I filtered the data set down to the 25 worst cities.
This helped me focus on a single story with multiple parts, as seen in the long-form visualisation below. Enjoy!
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