Plotly Dash Tutorial: Build a Dashboard From Scratch

Publicado em: 04 Julho 2026
no canal de: Budescode Academy

2,835

Learn Plotly Dash by building a complete, interactive dashboard from scratch! In this full 7-hour course, you'll use Python, Pandas, Plotly Express, Dash AG Grid, Dash Bootstrap Component and Dash to turn a real-world e-commerce dataset into a professional, production-ready analytics dashboard.

We'll work with the Olist Brazilian E-Commerce dataset, cleaning and merging data with Pandas, building charts with Plotly Express, laying everything out with Dash Bootstrap Components, and displaying data in powerful interactive tables with Dash AG Grid. By the end, you'll have a portfolio-ready dashboard and the skills to build your own data apps.

⭐ WHAT YOU'LL LEARN
✅ Plotly Dash from the ground up, no prior Dash experience needed
✅ Data cleaning and analysis with Pandas on a real relational dataset
✅ Interactive charts with Plotly Express: bar charts, doughnut charts, histograms, and more
✅ KPI cards, filters, and dropdowns with live callbacks
✅ Professional, responsive layouts with Dash Bootstrap Components (dbc)
✅ Interactive data tables with Dash AG Grid
✅ Clean, modern UI touches with Bootstrap Icons
✅ How to structure a Dash project like a real data app

📁 DATASET
Olist Brazilian E-Commerce Dataset (Kaggle):
https://www.kaggle.com/datasets/olist...

💻 SOURCE CODE
Get the full code for this tutorial on GitHub:
https://github.com/budescode/dash-tut...

🔗 CONNECT
GitHub : https://github.com/budescode
LinkedIn: / budescode

If this course helps you, a like and subscribe genuinely helps the channel and drop a comment if you get stuck, I read all of them.

⏱️ TIMESTAMPS
0:00:00 - Introduction
0:03:57 - Environment Setup
0:08:51 - Exploring the Dataset
0:09:48 - Dash Layouts
0:13:14 - Dash Configurations
0:20:20 - Building The Layouts
0:31:23 - Folder Structure
0:33:15 - Top Navigation Bar
01:10:31 - Side Navigation Bar
01:26:55 - Creating Other Pages
01:44:29 - Active Page
01:57:23 - Hide/Show Navbar
02:08:33 - Dataset Loader
02:22:07 - Dashboard Page
02:55:20 - Users Page
03:51:19 - Products Page
04:14:36 - Orders Page
04:46:17 - Sellers Page
05:24:14 - Review Page
05:55:13 - Payments Page
06:21:32 - Settings Page
07:09:45 - Other Pages
07:11:18 - Other Pages

#dash #python #datascience #datavisualization #dataanalysis #plotly #bootstrap #webdevelopment #dashboard #pandas #pythondatascience #plotlydash

Nesta página do site você pode assistir ao vídeo on-line Plotly Dash Tutorial: Build a Dashboard From Scratch duração hora minuto segundo em boa qualidade , que foi baixado pelo usuário Budescode Academy 04 Julho 2026, compartilhe o link com seus amigos e conhecidos, no youtube este vídeo já foi visto 2,835 vezes e gostou 16 espectadores. Boa visualização!