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Python Visualization Tools for Data Science

Gregor von Laszewski and Jacqueline Parero

TODO

Gregors Initial NOtes Data Visualiztaion

graphviz https://pypi.org/project/graphviz/ http://www.graphviz.org/

https://networkx.org/documentation/stable/index.html https://graph-tool.skewed.de/ https://github.com/mikedewar/d3py

https://www.machinelearningplus.com/plots/top-50-matplotlib-visualizations-the-master-plots-python/

https://github.com/krzjoa/awesome-python-data-science#visualization https://awesome-python.com/#data-visualization https://github.com/altair-viz/altair#project-philosophy

https://www.python-graph-gallery.com/

other

https://www.data-to-viz.com/ https://www.d3-graph-gallery.com/

Abstarct

TBD

Introduction

TBD

Taxonomy

`Use graphvisz to create taxonomy or identif tree view ad do it in python however entries must be clickabel not just a png, grapghvis may bee good enough. Must look reasonable.

Chart Types

  • bar
  • line
  • scatter
  • pie
  • quadrant charts
  • tree
  • heatmap
  • . . .

Libraries and Tools

Add descriptions to all of them, make sure to find a way how to address plagiarizm.

GraphViz

Installation

Ubuntu
$ sudo apt install graphviz -y
$ pip install graphviz

Gallery

matplotlib

seaborn

ggplot

bokeh

altair

pygal

plotly

geoplotlib

gleeam

missingno

leather

bqplot

pandas

focus on viz only

Conclusion

References

Use footnotes