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Python-Interactive-plots

1. Ipywidgets

ipywidgets are interactive widgets for jupyter-notebooks and Ipython Kenel.

Users can control or visualize changes in their data. It makes learning fun and easy. Users can immidiately see how changing inputs can affect results.

Core Interactive widgets

Core interactive widgets are fundermental widgets offered by ipywidget library. This interactive widgets include:

  • sliders
  • progress bars
  • text boxes
  • toggle buttons
  • display areas
  • DatePicker
  • TimePicker
  • etc

How to Install ipywidgets

The stable version of ipywidgets can be installed using pip or conda.

with pip:

pip install ipywidgets

with conda:

conda install -c conda-forge ipywidgets

For more information visit:

https://github.com/jupyter-widgets/ipywidgets

2. Plotly

Plotly has an open source graphing library for python. This library enables us to plot interactive graphs such as line plots, scatter plots, area charts, bar charts, error bars, box plots, histograms, heatmaps, subplots, multiple-axes, polar chart, and bubble charts.

How to install Plotly

pip install plotly ==5.10.0

More about plotly here: https://github.com/plotly/plotly.py