Crafting a Dashboard App in Python using Streamlit

In this presentation, ‪@DataProfessor‬ takes us on a journey to create a dashboard app in Python. Briefly, this constitutes the seamless integration of Pandas for data wrangling, NumPy for numerical processing, the array of Matplotlib/Seaborn/Plotly/Altair/ipyvizzu for data visualization and Streamlit as the web framework for weaving together everything into a shareable data app. By the end of the talk, you’ll see how easy it is to incrementally build, customize and craft a dashboard app. In the name of reproducibility, we’re providing the underlying data and codes mentioned in the talk for everyone to dive into and play around with!
🐙 GitHub repo github.com/dat...
🕹️ App demo population-das...
🏞️ Slides docs.google.co...
This talk was given at the Budapest BI Forum 2023 held during November 20-22.
#streamlit #dashboard

[@TheManOfTheHourEveryHour]

It's crazy that CEO's, VPs, PMs and Ops Analysts can't be bothered to learn how to open a Jupyter Notebook to ascertain all this data, often times forcing Engineers to double their reporting work by having to port all that over to a spreadsheet dashboard for them 😂😂. GGs to Streamlit for seeing the market there to middle man that redundancy and make Eng lives a little easier. But srsly an MBA should not be given out unless a grad can open a Jupyter Notebook 😭

[@shahrizalmuhammadabdillah3127]

Amazing.... Interested in your tutorial.. big thanks...

[@stefanschouteden5196]

Very cool, thank you. Straight to the point, with a subsequent great end-product!

[@erramuspe1]

great video! Thank for share your knowledge.

[@rishipatel9508]

Brilliant Work

[@benrapier5457]

Excellent as always @DataProfessor and @streamlitofficial, keep 'em coming!

[@aa-xq1gy]

what if i want a live visualization like how well a clients crypto curency is doing

[@othmanaitmaatallah5816]

Excellet! But, how can such dashboard be multi-tenant where every tenant can plug his/her own external database to it? Of course there should be no data interference.

[@jacksondanielles3347]

If $50 isn't too much, I can give you an extensive tutorial on how to do this! Recently implemented this for my workplace. I'm a web developer.

[@othmanaitmaatallah5816]

@@jacksondanielles3347
Thank you Jackson, that would be great!
Please let me know what's the level of difficulty this can be as well as estimated required time?
Also, how do you host your tutorial? Do you have a website? If so, please let me know.
Best regards
Othman

[@armingarcia6418]

@@jacksondanielles3347 im interested too

[@jacksondanielles3347]

@@othmanaitmaatallah5816 Sorry about the late reply! I'm available to get on a zoom/google meet call with you to actually show you the steps and code and how to do it. Would that be more helpful for you? If not, I can send you a video.😀

[@aryaneelshivam8656]

My team builds custom business intelligence and data visualisation dashboards, if you need one. We can build one for you

[@atharvaathalye]

Greate Video! How can we add top 10/bottom 10 filters in streamlit

[@KirtanBhattar]

amazing

[@Devnetman]

Thanks!

[@EhsanIrshad]

Thanks from Pakistan... ✨️🇵🇰🇵🇰🇵🇰🇵🇰🇵🇰🇵🇰