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Guided Project: Visualizing Earnings Based on College Majors (Principles Data Visualization)

Hi! please give me your advice to improve this guided project.


Visualizing_Earnings_Based_on_College_Majors.ipynb (956.8 KB)

Click here to view the jupyter notebook file in a new tab


Hello @dadp2551! Thanks for sharing your project with the Community. I hope my feedback may still be useful. You have overall a good project with neat observations and good conclusions.

Here are some suggestions:

  • Write down what questions you want to answer in the introduction
  • Title subheading with more attractive names not just dry “Pandas, Scatter Plots”
  • Try to comment after each plot and not at the end so the reader does not need to go back in forth trying to connect the text and plots
  • In the “Pandas, Bar Plots” section, remove the legend “ShareWomen” and instead title the x axis. Do the same for “Unemplyment_rate”
  • Title y axes on “Exploring the distributions of median salaries and the unemployment rate” plots
  • Title Density in Scatter Plots

You can greatly improve your visualizations. I can recommend reading the “Storytelling with Data” book.
You can also read this guide on how to improve the project’s style.

Happy coding :grinning_face_with_smiling_eyes:

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Thank you so much for your recommendations @artur.sannikov96 . I’ll soon correct the project and share it.

Happy coding too! :+1:t4:

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