Build a Python Dashboard with ChatGPT Lightning Fast

Ғылым және технология

Learn the quickest way to build a Python Dashboard with ChatGPT Plotly and Dash. We'll show you two separate dashboards, of varying sophistication, and we'll suggest best practices for giving instructions to ChatGPT.
Datasets:
github.com/plotly/datasets/bl...
github.com/plotly/datasets/bl...
Plotly Community Forum:
community.plotly.com/
Get Started with Dash:
dash.plotly.com/tutorial
Video outline:
00:00 - Introduction
01:04 - Dashboard 1
02:14 - Run the Dashboard
03:02 - Dashboard 2
06:50 - Adding Interactivity

Пікірлер: 34

  • @patrikkarlsson9523
    @patrikkarlsson95233 ай бұрын

    Happy to see Andrea Pirlo flourishing in a new career.

  • @Gtv7020

    @Gtv7020

    2 ай бұрын

    Thanks. I was shocked at first. My favourite player just become my favourite teacher.

  • @eduardomanotas7403
    @eduardomanotas740311 ай бұрын

    This is so cool! I like giving GPT, a random sample of my DF (and more info if needed, describe, info, etc), and for sure have a clear mockup of what I want to build, so I will have a clear rambling of what I want. Finally, I like telling chat GPT that when the updating code just send me the DELTAS(just the piece of code that changed). This is helpful to reduce the number of tokens used.

  • @Plotly

    @Plotly

    11 ай бұрын

    Thanks for watching. Glad you found it helpful, Eduardo.

  • @asaericsson9204
    @asaericsson9204 Жыл бұрын

    Thank you so much for sharing. I learned a great deal.

  • @MakeDataUseful
    @MakeDataUseful Жыл бұрын

    Charming! Thank you 🎉

  • @user-sh6xs3yi7c
    @user-sh6xs3yi7c Жыл бұрын

    Wooow this is amazing. And a great way to understand and learning the code. Thank you for sharing

  • @Plotly

    @Plotly

    Жыл бұрын

    Thank you for watching.

  • @marcb934
    @marcb934 Жыл бұрын

    Awesome

  • @ben5zhang
    @ben5zhang11 ай бұрын

    nice video🎉

  • @utica2burn
    @utica2burn10 ай бұрын

    I thought there was a gif of matthew mcconaughey in the corner while you were speaking. Realized a few minutes in that it was you. I might just be slow today.

  • @mikecorbean9985
    @mikecorbean998511 ай бұрын

    Absolutely amazing, thank you! Quick question (I apologize if you address this already in the video ) does this require paid versions of either chatGPT, Dash, or Plotly?

  • @Plotly

    @Plotly

    11 ай бұрын

    it does not. All is free unless ChatGPT changed their fee structure :)

  • @hoangstock5995
    @hoangstock59959 ай бұрын

    Good

  • @john777308
    @john777308 Жыл бұрын

    hi! I need help. How can i plot a histogram (bar) graph with yaxis hour and xaxis name employee in python, like excel?

  • @Plotly

    @Plotly

    Жыл бұрын

    hi John, we recommend you take a look at the examples on our histogram page: plotly.com/python/histograms/ If that's still not clear, the best place to post your question would be on our Plotly Forum: community.plotly.com/

  • @tt113
    @tt113 Жыл бұрын

    I have been using chatgpt to write dashboards for a while now. The biggest problem is it doesn't know the latest version of plotly. Do you know of anyway to get chatgpt to use the latest version of plotly?

  • @Plotly

    @Plotly

    Жыл бұрын

    That's a good observation Teng Gao. This is because ChatGPT was trained on data up to year 2021. Now sure how quickly ChatGPT is getting trained on new/current data. To get ChatGPT to write the latest Dash code, you would have to limit its training data to the Plotly and Dash docs, which are most up to date.

  • @catalincrisan4840
    @catalincrisan48404 ай бұрын

    Can you set this up in such a way that someone who asks for a simple visualization based on some data it will get automatically generated in a web app? Ex. Give me a visualization of the glucose spikes ordered descendent. In your video you were copy-pasting the code... I want to automatically pickup the code an generate the visual in one step after asking the quesiton

  • @Plotly

    @Plotly

    4 ай бұрын

    Yes, that should be possible with LLMs. I've seen people do it with LangChain.

  • @yerukularaghavendra-yw6le
    @yerukularaghavendra-yw6le Жыл бұрын

    Please can u do one video on by usunig django create dashboards with chatgpt

  • @Plotly

    @Plotly

    Жыл бұрын

    hi, thanks for the video suggestion. Although, django is a great library, this channel's focus is to offer content on the usage of Dash for data apps.

  • @bhco
    @bhco4 ай бұрын

    Could it be troublesome for chatgpt to parse a csv file with senstive data?

  • @Plotly

    @Plotly

    4 ай бұрын

    you have to be careful when you do that, so your GPT doesn't give access to other users

  • @shaikhmohdarif955
    @shaikhmohdarif955 Жыл бұрын

    How can Chat GPT access the internet link of github? Is this possible?

  • @Plotly

    @Plotly

    Жыл бұрын

    hi Shaikh. It's possible because it's a public link. anyone can access it.

  • @mariteredominguez9933
    @mariteredominguez993310 ай бұрын

    wow

  • @amataratsu006-xs6hv
    @amataratsu006-xs6hv4 ай бұрын

    Whats the point of taking hours learning and practicing if there is a machine doing it better and faster

  • @iamsantanubanerjee

    @iamsantanubanerjee

    4 ай бұрын

    Human touch, tweaks and modifications, at least for now

  • @yellowlynx

    @yellowlynx

    3 ай бұрын

    The business knowledge, what data to include, how to present, stil needs human. This process at best produce the bare bones.

  • @et.sachin
    @et.sachin Жыл бұрын

    so data scientist jobs are getting obselete

  • @Mr.Nichols

    @Mr.Nichols

    Жыл бұрын

    Only you will be, with that mentality 😉

  • @Plotly

    @Plotly

    Жыл бұрын

    I Don't think so, Sachin. But their roles will change for sure.

  • @davidtoohey783

    @davidtoohey783

    Жыл бұрын

    Coding skills will become obsolete, but programming will not. In fact, the productivity of programmers should skyrocket. Instead of coding by keying in each line, and then messing around with debugging, they can get slabs of code from ChatGPT, and then edit it for its purpose, thus saving a LOT of time. This is similar to programmers going back to their old project and reusing slabs of their own code, instead they can use ChatGPT to grab old code from the internet.

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