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Patrick FitzGerald

Patrick FitzGerald has asked 0 questions and find answers to 14 problems.

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About

I am a graduate in environmental sciences skilled in data analysis. I specialize in using Python for exploratory data analysis and data visualization. I am also proficient in using Power Query (Excel, Power BI) to clean and reshape data tables. Here are some Python data visualization problems I have helped people solve:

Basic plots that cannot (yet) be easily created with the common Python plotting libraries:

  • Bar chart of hierarchical groups
  • Balloon plot (aka categorical bubble plot)
  • Dot plot
  • Combined bar chart and line plot with pandas

Customization of certain graph components:

  • Legend keys and labels
  • Tick marks
  • Combining two scales on the same axis

Some more elaborate figures:

  • Overview of all scipy.stats probability distributions in a single figure
  • Visualization of intraday stock market data
  • Highlighting weekends in time series displayed with small multiples
  • Reorganizing data and creating a plotting function to visualize different datasets
  • Grouped boxplots with two y-axes
  • Figure with an inset