Visualizations in Python

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Here are some sample visualizations created in python. 

Needless to say, all these visualizations require some level of data cleanup, data merging, pivoting, and usage of basic statistical methods.

Libraries used: pandas, matplotlib, seaborn, plotly, NumPy

Movie dataset

  • Hex jointplot - correlation


  • kde and violin plot - correlation


  • Stacked bar chart


India IPO dataset

  • Scatter plots
 



  • Animated line chart - using matplotlib.animation


  • Animated bar chart - using plotly

Nifty 50 - dataset
  • Heat map
  • Combination of plots sharing the same timeline 


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