Python libraries for visualisations

[GEETHANJALI S P]

Hi..How to build a dashboard using django and python libraries for creating visualisations?. Please let me know .Thanks in advance!

[Danny]

You can use matplotlib library, encode the image in base64 and then show it in your html

I found this snippet of code works the same way with the way I usually do it.

https://stackoverflow.com/questions/52368870/display-matplotlib-image-on-html-page-using-django

If you are interested in a dynamic charts, you need to use JS library such as leaflet or D3.js

[Omkar Parab]

You can integrate chart.js with Django for visualization.

Check out this video 👇

https://youtu.be/B4Vmm3yZPgc

On Mon, Mar 15, 2021, 10:19 AM GEETHANJALI S P <geethanj...@gmail.com> wrote:

Hi..How to build a dashboard using django and python libraries for creating visualisations?. Please let me know .Thanks in advance!

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[GEETHANJALI S P]

Can't we use python libraries instead of chart.js ...is there any method ..? 

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[Roger Gammans]

Plotly comes to mind. there are quite a few charting libraries in this python/web space. Google is as always your friend.

But at the end of the day the best UX is always going to come from a library with a significant JS component. If you don't want to worry to much about JS plotly's py component will generate the JS/JSON definitions of the graphs, which you can ship , alongside plotly's js to thee browser.

[Christian Ledermann]

You may want to checkout pygal https://github.com/Kozea/pygal 

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[Milind Yadav]

See if Dash or Grafana has some python wrapper or not?

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[Thomas Lockhart]

If you are working with larger scientific datasets then bokeh may be of interest. For my cases all of the code is done in python.

hth

- Tom

On Mar 14, 2021, at 9:49 PM, GEETHANJALI S P <geethanj...@gmail.com> wrote:

Hi..How to build a dashboard using django and python libraries for creating visualisations?. Please let me know .Thanks in advance!

[Ryan Nowakowski]

I'm terrible at web design so I usually like to start with some HTML that is already styled. I've had good luck using both of these free dashboard templates with Django:

* https://coreui.io
* https://adminlte.io

As always, check the licenses to make sure they're compatible with your use case.

[Stephen Lalor]

I do a tonne of data visualization and would recommend checking out Plotly. Looks really good and easy to create fairly complex graphics with.