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days/82-84-dataviz-plotly/README.md
@@ -11,8 +11,8 @@ Today you watch the videos. You can follow along with the examples [using my not
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We use `feedparser` and `collections.Counter` to prepare PyBites feed data, then use `plotly` to look at:
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1. how often we post,
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-2. what categories we post most often in, and
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-3. what are tags we commonly use on our posts.
+2. what categories we post most often in,
+3. and what tags we commonly use on our posts.
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At the end of today's lesson, I provide some additional links to data viz work we've done on our PyBites blog.
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