PyGWalker - Python Data Visualization tool / Streamlit Integration

In this video, we demonstrate the use of PyGWalker - for visualizing and exploring data in Jupyter Notebooks and Streamlit applications

We will show how to use the no-code, drag-and-drop interface that provides an open-source alternative to tools like Tableau and PowerBI for data analysis.

📌 𝗖𝗵𝗮𝗽𝘁𝗲𝗿𝘀:
00:00 Intro
00:55 Using PyGWalker
14:05 Integrating Streamlit with PyGWalker

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#python #datascience #datavisualization

[lukasuhl]

So I am cashing out $1000 per year for Tableau and this is free and more comfortable to use. Amazing!

[lukelewis]

I was taking a certification class that used Tableau, and I like this much better.

[silkogelman]

Thanks for introducing me to this library! 🙏😀
Looks interesting, and great that integrating it with Streamlit is so easy.

[geoffbeier]

Minnesota is quite far from the south of the USA :)…

Thanks for showing off a useful thing I’d never heard of before. Nice work.

[DHoss]

As someone who works a lot with PowerBi, this is fantastic!

[ticelsoful]

Wonderful tutorial. Would it be possible to run this through VSCode and have Pygwalker appear within the browser? Since I attempted it and it only shows up in the console without opening the browser.

[diegoandradex]

Great tutorial! This tool is quite simple to use!

[LookNumber]

Superb, as usual! Thank you for introducing me to this library. I'd much rather use this than PowerBI. :)

[taylorkara]

Hi, i would like to ask whether it is possible to do a stacked bar chart with pygwalker?

[pietraderdetective]

Looks interesting! is there a Javascript version for this library? everything dataviz I like to use the JS ver if available as I can use it via CDN, no need to pip install.

[PKX]

Excelent video and explanation. Really looks like tableau.
But does it have also the map feature like tableau to use whit latitude and longitude?

[serkangulten]

thanks for this video . what about the django integration ? are you thinking to prepare video about it? it would be great.

[merasathi]

import pygwalker as pyg
import pandas as pd
import streamlit.components.v1 as components
import streamlit as st

df = pd.read_csv('US_House_Price.csv', encoding='Latin-1')

# Adjust the width of the stremlit page
st.set_page_config(
page_title="Use Pygwalker In Streamlit",
layout="wide"
)

# Add Title
st.title("Use Pygwalker In Streamlit")

# Genrate the HTML using Pygwalker
pyg_html = pyg.walk(df, return_html=True)

# Embed the html into the streamlite app
components.html(pyg_html, height=1000, scrolling=True)





this code working for me thank you

[fernandtape]

Thanks again for this valuable content.
This pygwalker could be a god choice to build an interactive dashboard in django?

[sz]

Looks like a great tool...Wish it worked for me...seems highly tedious with labextensions etc