Create Interactive Altair, Matplotlib, Bokeh Visualizations with Dash

Create Interactive Altair, Matplotlib, Bokeh Visualizations with Dash - Plotly

Рет қаралды 7,434

Күн бұрын

Learn to incorporate the Dash Python library to enrich your visualizations by making them interactive. Plotly Dash can be used with Python exclusively to created beautiful dashboards in Jupyter notebooks or Python IDEs, which can also be shared with others via the web.
View my book - The Book of Dash:
www.amazon.com/Python-Dash-An...
github.com/DashBookProject/Pl...
My GitHub Code:
github.com/Coding-with-Adam/D...
Dash Documentation:
dash.plotly.com/
Video layout:
00:00 - What you will learn
02:51 - Dash App Structure
03:33 - Section 1 & 2: Importing Libraries and Data
04:40 - Section 3: Dashboard/Page Layout
09:19 - Section 4: Callback to Create Interactivity
12:47 - Altair Scatter Plot
15:00 - Matplotlib Scatter Plot
17:20 - Bokeh Scatter Plot
18:34 - Summary and End Notes
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👉 Your support keeps Charming Data running, which is proudly a 100% member-supported educational channel:
Patreon: / charmingdata
GitHub: github.com/sponsors/Coding-wi...
KZfaq: / @charmingdata

Пікірлер: 23

@manichand1996 2 жыл бұрын

Next level stuff

@CharmingData 2 жыл бұрын

Thank you @Mani

@alexandrsgrind3743 Жыл бұрын

really cooool, man!

@JuanCruz-ls8us 2 жыл бұрын

I'm amazed with this channel! Thanks you so much!

@CharmingData 2 жыл бұрын

Glad you enjoy it! It's my pleasure.

@amir_forooghi 2 жыл бұрын

Wow. I did not know that is possible. Great tutorial as always :)

@CharmingData 2 жыл бұрын

Thanks Amir. I was also surprised when I found out :)

@findthetruth3021 2 жыл бұрын

How to update the dashboard automatically. I mean once we have a new data to be uploaded for the next Month. Thanks a lot for making these amazing videos. 👏👏👏

@JuanCruz-ls8us 2 жыл бұрын

This would be great!

@jfsaraceno9265 2 жыл бұрын

Rather than reading a static file, connect to a database.

@viktor4207 2 жыл бұрын

Love it! Thank you! My whole master's or 3/4 was in Altair and I just found it so useless since Plotly exists... it's still relatively useless with visualizing only up to 5000 rows, but at least I can use some of that knowledge

@CharmingData 2 жыл бұрын

You're right @Viktor. I know a few other masters program teaching Altair, which is ok if they prefer that. But hopefully with this video they can learn to combine that with Dash

@alexlacson8368 2 жыл бұрын

Now matplotlib knowledge wont go to waste! 😀

@CharmingData 2 жыл бұрын

😁 good point

@yunyihuang9476 2 жыл бұрын

Thank you so much for making all these videos, I just cannot describe how your videos have helped me in these past few months. Just a friendly request, would you mind making a video about the plotly dash timeline? or anything about time series?

@CharmingData 2 жыл бұрын

Are you referring to these kind to plots? plotly.com/python/gantt/

@nassarzinho 2 жыл бұрын

Thanks for helping us with your videos. They are very helpful as ever. Adam, Did you create any video teaching about using Dash to deal with big datasets or using it together with pySpark? Thank you and very nice work.

@CharmingData 2 жыл бұрын

Hi @Yuri. I haven't done a video on dash with pySpark. Do you know how to combine the two or are you hoping to learn that?

@nassarzinho 2 жыл бұрын

@@CharmingData Hi. I am hoping to learn that. I need to make time to learn pySpark. So, I thought that could be interesting to see dash with it. Thanks, Adam.

@damionperphius7775 2 жыл бұрын

Hi, not sure if my comment got deleted or something as I can't see it here now, but I asked if you have thought about doing a video on dash testing? There is a page on their website but I'm finding it difficult to parse, not as simple as your tutorials. Thanks for all the great videos by the way, they've really helped me with so many things in plotly.