From the course: Data Visualization with Matplotlib and Seaborn
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Challenge: Plotting DataFrames - Python Tutorial
From the course: Data Visualization with Matplotlib and Seaborn
Challenge: Plotting DataFrames
- [Instructor] Okay, we have an email in from Ian Intern, our summer consultant. And the subject line is, "Do you know Matplotlib?" He writes us, "Hi! I need someone who knows Matplotlib for some help with some client work. Can you plot lodging revenue and other revenue over time for our hotel client? Thanks!" And we are working out of the section two assignments notebook for this section of the course. So go ahead and open that notebook and work out of that to complete these problems. Let's go ahead and take a look at our notebook. All right, so our first assignment, we're going to import Pandas and NumPy. We're also going to import Matplotlib, and then we're going to read in some hotel data. So this is going to be the hotel customer data set in your Data folder. And just remember that these two dots here will push us up one folder level, so we can go down into the data folder before accessing our Excel spreadsheet, and then creating a date column. So there is no date column in the…
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Contents
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Intro to Matplotlib6m 39s
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Plotting methods6m 56s
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Plotting DataFrames5m 35s
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Challenge: Plotting DataFrames3m 14s
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Solution: Plotting DataFrames2m 26s
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Anatomy of a Matplotlib figure4m 9s
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Chart titles and font sizes9m 46s
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Chart legends10m 21s
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Line styles2m 54s
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Axis limits5m 30s
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Figure sizes5m 13s
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Custom axis ticks4m 3s
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Vertical lines6m 43s
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Adding text4m 38s
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Pro tip: Text annotations5m 18s
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Removing borders5m 59s
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Challenge: Formatting charts2m 7s
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Solution: Formatting charts2m 55s
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Line charts3m 30s
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Stacked line charts6m 41s
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Dual axis charts8m 51s
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Challenge: Dual axis line charts1m 51s
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Solution: Dual axis line charts2m 43s
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Bar charts10m 19s
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Challenge: Bar charts1m 23s
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Solution: Bar charts2m 37s
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Stacked bar charts5m 25s
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Grouped bar charts7m 38s
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Combo charts7m 56s
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Challenge: Advanced bar charts1m 22s
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Solution: Advanced bar charts2m 56s
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Pie and donut charts10m 37s
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Challenge: Pie and donut charts1m 15s
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Solution: Pie and donut charts2m 2s
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Scatterplots and bubble charts5m 13s
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Histograms10m 10s
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Challenge: Scatterplots and histograms1m 40s
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Solution: Scatterplots and histograms2m 44s
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Key takeaways2m 23s
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