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interactive_plot's Introduction

Interactive Plotting

This project was part of a Data Science course taught at University of Michigan via Coursera.

The goal of this project was to utilize events in matplotlib in order to build interactive plots.

The objective was:

  1. Plot random data into 4 differing categories.
  2. Plot with whiskers the mean and the calculated error margin of each category defined in step (1)
  3. Build interactivity where the user selects a y-value and the bar coloring changes depends on if the chosen y-value is within or outside the distribution of the mean for each bar.

Resulting graph

Main Packages Used

  • Pandas -- For data manipulation
  • Matplotlib -- For data visualization

Learnings

  • Interactive plotting
  • Cursor events
  • User picked events

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