Crafting a Dashboard App in Python using Streamlit

Рет қаралды 43,345

6 ай бұрын

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/dataprofessor/popu...
🕹️ App demo population-dashboard.streamli...
🏞️ Slides docs.google.com/presentation/...
This talk was given at the Budapest BI Forum 2023 held during November 20-22.
#streamlit #dashboard

Пікірлер: 17

@benrapier5457 6 ай бұрын

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

@rishipatel9508 6 ай бұрын

Brilliant Work

@erramuspe1 5 ай бұрын

great video! Thank for share your knowledge.

@stefanschouteden5196 Ай бұрын

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

@shahrizalmuhammadabdillah3127 2 ай бұрын

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

@Devnetman 5 ай бұрын

Thanks!

@KirtanBhattar Ай бұрын

amazing

@atharvaathalye 2 ай бұрын

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

@aa-xq1gy 28 күн бұрын

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

@EhsanIrshad 6 ай бұрын

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

@othmanaitmaatallah5816 6 ай бұрын

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 5 ай бұрын

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 5 ай бұрын

@@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 4 ай бұрын

@@jacksondanielles3347 im interested too

@jacksondanielles3347 4 ай бұрын

@@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 4 ай бұрын

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