How to Build an Interactive Dashboard with DeepSeek R1
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- Опубликовано: 7 фев 2025
- Want to build an interactive map dashboard quickly and effortlessly? In this tutorial, I’ll show you how to create a dynamic data visualization dashboard using DeepSeek R1, Plotly, and Dash, quickly and easily. Here's what you'll learn in this video:
1. How to source population data (with the help of DeepSeek R1)
2. How to use Python, Plotly, and Dash to build an interactive dashboard
3. How to click on a state to view its population and track trends dynamically
4. How AI-powered tools like DeepSeek R1 can help you write efficient Python code faster
I designed this dashboard to visualize population variations across U.S. states. Using DeepSeek R1, I found reliable data sources (such as the U.S. Census Bureau and GitHub). Then, I generated Python code to create a fully functional dashboard where clicking on a state displays its population and long-term trends below the map.
This tutorial highlights how AI-powered coding assistants such as DeepSeek, ChatGPT, Qwen2.5 can significantly speed up development and help you create custom dashboards with ease. Whether you're a beginner or an expert, this approach saves time while delivering professional-grade results.
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Keywords:
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If you want to learn how to run Deepseek R1 on your local machine (with a nice user interface), here's the tutorial for that - ruclips.net/video/MzYc7ghzdeA/видео.html
This is impressive and also makes me realize the same people who pay me to do this without AI still probably couldn’t figure out how to do it themselves with AI
Exactly! I think they are amazing tools that can immensely elevate the productivity of the person who has some knowledge of what's going on. It's hardly going to do things on its own accurately without some form of supervision, at least at this stage. Not sure what the future holds though!
Yup, I’m seeing a new cottage industry, the only diff is the product
It’s chock full of very creative people who are brilliant
But….. Worst salespeople in the world who are a decade ahead of most of us, they have 0 ability to speak in a manner the average human can understand
It’s like all these vids are just people trying to show me how smart they are and it doesn’t work, we are lost in the first 30 seconds
Basically every time they say “I just add this” …..”This” is a 2 hour seminar
Thanks for keeping an eye on the latest developments and sharing your findings with this excellent instructive video.
No problem
Excellent work keep it up
And keep uploading videos related to Deepseek
THanks
Thanks
Excellent Video
Thanks
Nice video. Big fan from Pakistan but now I am from Japan
Thanks
Loved it
Thanks
Very cool tutorial. Would be cool to see how this would work with very big datasets with millions of datapoints and let deepseek do spatial analytics with the speed of duckdb.
Yes! lots to explore :)
Do you think will it be possible to build an interface for qgis for animations? (zoom in zoom out, pan, output image sequence, etc...)
qgis2threejs is one such plugin, but of course with limitations. Definitely the LLM models can be used in aid of developing a custom plugin that can accommodate various custom visualization needs.
Hello, that's a great effort, that would work on Google colab notebook?
Running Dash apps on Colab requires a few extra steps, so my recommendation is to do it locally if you just want to get it up and running without much of a hassle.
@@geodeltalabsgot it, it took me much time today to apply it but finally I made it, I'm waiting for your next video and I have a question, I saw someone in LinkedIn, showing a map and there's a chat , he asks by nature language and the map updates according to his typing, could you teach us how to do that , thanks in advance .
@@cod_gentle9974 I'm also interested in this. Can you link the LinkedIn post?
I think i am missing something. Can't you do the same with streamlit, pandas, and python?
Can OpenAi do this as well? Very nice diagram
Of course OpenAI can do it too, but not free.
it very well could, but currently there is a limitation on the number of prompts if you want to use it for free, so that might be a hinderance
@@geodeltalabs lol, OpenAI is done. The only thing its doing better is, helping me improve my Spanish through voice conversations. ChatGPT is good with very popular languages, but smaller ones like Amharic, Swahili, it sucks.
In cell 4 or latest cell, how did you provide data ?? Or it automatically takes from former cell?
At the beginning, dataset is assigned to a variable called df, which is then carried forward in the subsequent cells (including the last cell)
do you think the data is accurate?
The data is taken from US websites. So its accuracy depends on the updates of those websites.
while "talking" to DeepSeek this morning, it said the data is accurate but not the latest one. DeepSeek told me it's data training stop in 2023, you can try to talk to DeepSeek and ask about the data it used
Do you have link for gitlab
You are missing data from Alaska and Hawaii before the 1950s as they didn't become states until 1959 - although they were US territories before then.
Got it!
Wow
:)
pero le pides datos de China y te dira: "oops... out scope..."
Hey. In my city they have launched multiple metro buses but currently there is no map of their route. Can i plot buses routes on Google map using deepseek.
Are you referring to just marking a route as a line on a map? If that's the case, you could be using a software like QGIS to digitize a line on a map like OpenStreetMap (because this is free to use), to mark the route. There's not much of a need for an LLM model for a task like that.
@@geodeltalabs I think he meant interactive line map for city Bus lines, you click a mouse and it tells you what station it is, what numbers stop there and lists out what time each Bus arrives at that station, like open a pop up window with a chart for the station.