我在IPython Notebook中使用哪些包来创建可视化仪表板？

Question

I'm looking to create a visualization dashboard to display "site search analysis" in Ipyhton notebook in a presentable format and need to know what modules or packages should I use to accomplish that?

-What I've done already? I'm able to create the plots using matplotlib library. The charts that Ive plotted are pretty simple line graphs/histograms like "Unique search term and their frequencies","Most used search term of the day" and so on

-What I need? I need to create a GUI/Dashboard where I can put these charts along with other controls like timeframe(1m | 1day | current),refresh etc. so that this can be used to gauge the real-time state of the site.

References - This is a sample dashboard that I'm looking to replicate in Ipyhton - https://apps.sematext.com/sa-reports/mainPage.do?selectedApplication=13

Please help! What modules/packages should I use to do this quickly in Python?

Answer 1

You can try bowtie (as a disclaimer, I'm the author).

It has support for matplotlib using SVG elements.

https://bowtie-py.readthedocs.io/en/latest/components.html#svg

You can easily add control elements like buttons and date pickers to the dashboard as well. Just look for the control widgets in the docs.

Answer 2

try this, : https://github.com/litaotao/IPython-Dashboard

A stand alone, light-weight web server for building, sharing graphs created in ipython. Build for data science, data analysis guys. Building an interactive visualization, collaborated dashboard, and real-time streaming graph