Setting up Dash Plotly in Jupyter

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  • Опубліковано 14 жов 2024

КОМЕНТАРІ • 109

  • @CharmingData
    @CharmingData  4 роки тому +7

    Hi friends, don't forget to check if you have Node.js before you run Jupyter Lab build.
    👉If you benefitted from these tutorials & would like to show your appreciation & support the existence of more tutorials: www.patreon.com/charmingdata
    Thank you 💛

  • @hazelyip316
    @hazelyip316 3 роки тому +1

    This is a brilliant video, very comprehensive with clear step by step guidance. i can follow through and complete the installation. I realized all packages must be in same folder after i made a mistake in creating a new folder for jupyterlab causing errors in launching a new notebook! Thank you very much

    • @CharmingData
      @CharmingData  3 роки тому

      I'm glad it worked out for you, Hazel.

  • @BRuuhGR8
    @BRuuhGR8 4 роки тому +2

    Thanks a lot man, I don't even know how much time I spent trying to install those extensions

    • @CharmingData
      @CharmingData  4 роки тому +2

      You welcome, Bruno. If you'd like, I post Dash plotly tips and tricks on my patreon. It would be great to have you with me there.
      www.patreon.com/charmingdata
      I'm glad this tutorial was helpful. If you have any other questions in the future, feel free to let me know. Good luck with Dash :)

  • @praveengovi
    @praveengovi 4 роки тому +2

    Awesome Video, Your tutorials are very organized and have complete information . Thanks Keep posting more videos brother

    • @CharmingData
      @CharmingData  4 роки тому +1

      Thank you Praveen. I hope you learn a lot

    • @praveengovi
      @praveengovi 4 роки тому

      Is any video teaches how to build the dashboard in poorly dash

    • @praveengovi
      @praveengovi 4 роки тому

      Charming Data you are always welcome

    • @CharmingData
      @CharmingData  4 роки тому

      @@praveengovi I'm sorry. What do you mean?

    • @praveengovi
      @praveengovi 4 роки тому

      Charming Data - Is any video available in plotly Dash , How we can integrate reports and build dashboard

  • @tahaelkarafli8708
    @tahaelkarafli8708 3 роки тому +1

    Thank you for your video. it help me a lot to use Dash and to improve my data science skill.

    • @CharmingData
      @CharmingData  3 роки тому +1

      I'm happy for you. Thanks for watching, @Taha

  • @teklehaimanotaman3150
    @teklehaimanotaman3150 3 роки тому +1

    Excellent work. Thank you very much!

  • @vhodgesosu
    @vhodgesosu 4 роки тому

    Awesome video. Trying to learn Dash and your video was by far the best video I came across. I was able to follow with ease and appreciate your concise and expert explanations.

    • @CharmingData
      @CharmingData  4 роки тому

      You're welcome. I'm glad this tutorial helped you.

  • @stefansen809
    @stefansen809 3 роки тому +1

    Thank you! Really helpful, well structured video. It works!! This will come in handy.

    • @CharmingData
      @CharmingData  3 роки тому

      You're welcome Stefansen. JupyterDash is great. I think you'll really like using it.

  • @ds5015
    @ds5015 3 роки тому

    big help! thank you so much!

  • @shinemee7986
    @shinemee7986 3 роки тому

    That's amazing and very helpful. Thank you so much for your work!! Great job. Best video for learning plotly/dash

  • @ericasare1206
    @ericasare1206 4 роки тому +2

    Thank you. this is awesome!

  • @kizitobukenya6057
    @kizitobukenya6057 2 роки тому +1

    Thank you Bro

  • @ushashastry2825
    @ushashastry2825 3 роки тому

    Was very helpful!! Thank you :)

  • @grandmasterrickrichi
    @grandmasterrickrichi 3 роки тому +1

    Woo hoo!

  • @prernapandey5314
    @prernapandey5314 3 роки тому +1

    Can you tell me how to do the setup dash plotly in jupyter notebook instead of jupyter lab

  • @Abcdefhktdxeruhfe
    @Abcdefhktdxeruhfe Рік тому

    Hey Adam. How to read read an excel file you uploaded as a dataset in Jupyter lab.
    It’s straightforward in Jupyter notebook but in lab , even if I read the same path for the dataframe , it says bad zip error

  • @shaokangtong1983
    @shaokangtong1983 4 роки тому

    Thanks for sharing this. I am new to develop Dash. And my question is why we should use a virtual environment instead of developing app directly in the jupyter notebook? Thanks!

    • @CharmingData
      @CharmingData  4 роки тому +1

      Hi Shaokang, You can develop an app directly in Jupyter, but you still need to install the necessary libraries like Dash, Pandas somewhere. Jupyter is just a tool with which to write code. You have to pip install, or conda install, the needed libraries somewhere. If you don't use virtual environment, the libraries would change every time you install a new version of the library in the future. If you do that, your projects/apps are more likely to break.

  • @meilingjin5164
    @meilingjin5164 3 роки тому

    hi Adam
    happy to see that we can use dash via jupyter, I would like to know what script to use if I want to save my app as html? So that i can share with someone else.

    • @CharmingData
      @CharmingData  3 роки тому

      Hi Meiling,
      see if this post answers your question.
      stackoverflow.com/questions/60097577/how-to-export-a-plotly-dashboard-app-into-a-html-standalone-file-to-share-with-t

  • @maatouknadia4824
    @maatouknadia4824 3 роки тому +1

    Hi, thank you a lot for this vede. I have installed python3.10. When I tried to install those libraries nympy , plotly as said in the video I had problems. I succeed only to install pandas. Please help!

    • @CharmingData
      @CharmingData  3 роки тому

      What problems. I suggest using an earlier version of python. Many libraries still don't work with python 3.10

    • @maatouknadia4824
      @maatouknadia4824 3 роки тому

      @@CharmingData thank you a lot. Would you tell me please which version of python plotly dash you use. Thus i will avoide problems of version. Thank you for help

    • @CharmingData
      @CharmingData  3 роки тому

      @@maatouknadia4824 dash 2.0 and python 3.8

  • @sushantparajuli611
    @sushantparajuli611 3 роки тому

    for 6:20 we can just type "pip install numpy" without including version. The available current version is automatically downloaded.

  • @stuckdata3484
    @stuckdata3484 3 роки тому

    Hi! Thanks for everything. I wonder ask you something. If I install all the libraries in anaconda I don't need to do what you say on the video? Thank you again

    • @CharmingData
      @CharmingData  3 роки тому +1

      if you have everything installed in Anaconda and you know how to run jupyterlab within that virtual environment, then you don't need to do what I say in the video.

  • @banerjeetathagat
    @banerjeetathagat 4 роки тому +1

    I am getting
    RuntimeError: The current Numpy installation ('C:\\Users\\asus\\projects\\Plotly\\env\\lib\\site-packages\
    umpy\\__init__.py') fails to pass a sanity check due to a bug in the windows runtime.

    • @CharmingData
      @CharmingData  4 роки тому

      I'm sorry @tathagat. I've never seen that error. Try to google it

  • @tomprice2517
    @tomprice2517 3 роки тому

    Thanks for the video Adam, it's exactly what I've been looking for, however, after following the instructions I then get the error 'ModuleNotFoundError: No module named plotly' as soon as I try to create the plotly graph in Jupyter. I'm on a Windows machine and I used Anaconda Prompt instead of Command Prompt, so I'm not sure if this is causing the issue as I'm the env is definitely active and I'm in the same directory as it. Do you have any ideas why I'm seeing this error? Any help would be appreciated

    • @CharmingData
      @CharmingData  3 роки тому +1

      HI Tom, I'm not sure. But I had another subscriber that told me the same thing. He was using Anaconda Prompt and didnt' work for him. I'm not sure if Anaconda is the problem, though. Have you tried starting from scratch with the command prompt?

    • @tomprice2517
      @tomprice2517 3 роки тому

      @@CharmingData Yeah I've tried the command prompt but my pip install seems to quite temperamental in that window, so I'll keep seeing "ERROR: Command errored out with exit status 1" if I try to install the specific packages from your Google Drive document and I see the error regardless of the version when I try to install dash, even though I've already installed the dash package on my system. Have you seen this error before?

    • @tomprice2517
      @tomprice2517 3 роки тому

      Ok so I've managed to get it working (needed to change python version and numpy version), but if I follow all of your steps in the Google doc and then I wanted to change to a different version or numpy or if I wanted to install another package, is there an easy way of doing this? As when I tried I was getting some error about jupyter_lab.extensions and so had to delete the env folder and start all over again which is a bit of a pain. I also had another question of how to import and export requirements.txt/environment.yml files?

  • @pierrehsieh7491
    @pierrehsieh7491 3 роки тому

    Hi! do you know how to execute plotly dash with debug model in jupyterlab? it shows error as following when I set debug=True.
    An exception has occurred, use %tb to see the full traceback.
    SystemExit: 1
    C:\Users\Administrator\Anaconda3\lib\site-packages\IPython\core\interactiveshell.py:3333: UserWarning: To exit: use 'exit', 'quit', or Ctrl-D.
    warn("To exit: use 'exit', 'quit', or Ctrl-D.", stacklevel=1)

  • @emregulce4062
    @emregulce4062 3 роки тому

    Hello, Thank you for all but ı have some problem about my jupyter notebook. When ı started code this is running but not showing anything please help

    • @CharmingData
      @CharmingData  3 роки тому

      Hi Emre, yes, sometimes problems arise with JupyterLab but it's hard to say what it is without looking at the code or the full process. If you're interested, I offer very low-cost consultation as part of all-access members. See here: www.patreon.com/charmingdata

  • @rio40c
    @rio40c 4 роки тому

    Hi, Adam. I live in Brazil and I am trying to aquire knowledge in the use of Data Science tools. I realized that it is possible to use Dash in Jupyter Notebook, but I was following your instructions to configure the virtual environment and came up with this problem:
    I am new on this stuff and because of path problems I ended up installing Python versions in many different locations...
    Can you help me, please?
    And thank you for you videos! Tehey are awesome!

    • @CharmingData
      @CharmingData  4 роки тому

      Hi Elaine, I can't see anything in the problem section. Can you please copy-paste the error message again.

    • @rio40c
      @rio40c 4 роки тому

      Odd! I pasted it. There it goes again:
      Unable to create process using '"C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.8_3.8.1520.0_x64__qbz5n2kfra8p0\python3.8.exe" -m venv env'

    • @CharmingData
      @CharmingData  4 роки тому

      Elaine, at what point of the set-up do you get this error?

    • @rio40c
      @rio40c 4 роки тому

      @@CharmingData Adam, I was following env set up instructions for windows, in the very begining. I have all libraries installed... But it is ok. I am following your videos so far. I use sublime text for the code. Thank you for your kindness. You are a great professional!

  • @mmk34
    @mmk34 3 роки тому

    Hi all,
    I am struggling trying to follow with this tutorial. When I am installing pandas, I get the following error, which aborts the build process:
    clang: _configtest.c
    _configtest.c:1:10: fatal error: 'endian.h' file not found
    I already have anaconda files installed on my Mac but I wanted to install a version in virtual environment to see how that would work for future projects.
    I also tried to copy endian.h into my /urs/local/include folder but I still get the same error.
    Are there any remedies or workaround with this issue that anyone may have come across?

  • @ilisandhya4646
    @ilisandhya4646 3 роки тому

    Hi Sir, this video is really helping me. During installing the numpy in env folder, I am getting error saying that "WARNING: pip is configured with locations that require TLS/SSL, however the ssl module in Python is not available.
    WARNING: Retrying (Retry(total=4, connect=None, read=None, redirect=None, status=None)) after connection broken by 'SSLError("Can't connect to HTTPS URL because the SSL module is not available.")': /simple/numpy/
    WARNING: Retrying (Retry(total=3, connect=None, read=None, redirect=None, status=None)) after connection broken by 'SSLError("Can't connect to HTTPS URL because the SSL module is not available.")': /simple/numpy/
    WARNING: Retrying (Retry(total=2, connect=None, read=None, redirect=None, status=None)) after connection broken by 'SSLError("Can't connect to HTTPS URL because the SSL module is not available.")': /simple/numpy/
    WARNING: Retrying (Retry(total=1, connect=None, read=None, redirect=None, status=None)) after connection broken by 'SSLError("Can't connect to HTTPS URL because the SSL module is not available.")': /simple/numpy/
    WARNING: Retrying (Retry(total=0, connect=None, read=None, redirect=None, status=None)) after connection broken by 'SSLError("Can't connect to HTTPS URL because the SSL module is not available.")': /simple/numpy/
    Could not fetch URL pypi.org/simple/numpy/: There was a problem confirming the ssl certificate: HTTPSConnectionPool(host='pypi.org', port=443): Max retries exceeded with url: /simple/numpy/ (Caused by SSLError("Can't connect to HTTPS URL because the SSL module is not available.")) - skipping
    ERROR: Could not find a version that satisfies the requirement numpy==1.18.1 (from versions: none)
    ERROR: No matching distribution found for numpy==1.18.1
    WARNING: pip is configured with locations that require TLS/SSL, however the ssl module in Python is not available.
    Could not fetch URL pypi.org/simple/pip/: There was a problem confirming the ssl certificate: HTTPSConnectionPool(host='pypi.org', port=443): Max retries exceeded with url: /simple/pip/ (Caused by SSLError("Can't connect to HTTPS URL because the SSL module is not available.")) - skipping "
    Can you please help with this ASAP?

  • @timmclynn7704
    @timmclynn7704 2 роки тому

    Does this work similarly using a Jupyter Notebook in VS Code?

  • @bobbyreynaldo7266
    @bobbyreynaldo7266 3 роки тому

    Hi Adam, I have a question
    Why do we need to create a virtual environment?
    thank you

    • @CharmingData
      @CharmingData  3 роки тому

      Hi Bobby. It's better to work with a virtual environment because you can install all your packages to that environment. If you don't use a virtual environment, all your packages would get installed globally, and every time you install a new version of a package globally, the old version gets erased.
      But some apps that you create might only work with the old version of a package. If you kept everything in a virtual environment, you would have access to those specific packages you installed with those specific versions.

    • @bobbyreynaldo7266
      @bobbyreynaldo7266 3 роки тому

      @@CharmingData Ah I see
      But if we work with VE, is that will absorb more ram or any source rather than a normal environment (globally version) or not ?

    • @CharmingData
      @CharmingData  3 роки тому

      @@bobbyreynaldo7266 Yes it does. It takes up more disk space because you're installing a set of libraries for each VE.

  • @atrain1986
    @atrain1986 3 роки тому

    Hi Adam - the popout when I change the mode to 'jupyterlab' does not seem to come out. Inline and external modes are working correctly, but there is no tab (with the title 'Dash (port 8050)') that appears after doing this. The code just runs with no output. Is there a view setting that I might be missing? All extensions seem to be installed correctly.

    • @CharmingData
      @CharmingData  3 роки тому

      Can you send me the jupyter file that you created. I'll try to replicate on my computer

    • @atrain1986
      @atrain1986 3 роки тому

      @@CharmingData
      import plotly.express as px
      from jupyter_dash import JupyterDash
      import dash_core_components as dcc
      import dash_html_components as html
      from dash.dependencies import Input, Output
      # Load Data
      df = px.data.tips()
      # Build App
      app = JupyterDash(__name__)
      app.layout = html.Div([
      html.H1("JupyterDash Demo"),
      dcc.Graph(id='graph'),
      html.Label([
      "colorscale",
      dcc.Dropdown(
      id='colorscale-dropdown', clearable=False,
      value='plasma', options=[
      {'label': c, 'value': c}
      for c in px.colors.named_colorscales()
      ])
      ]),
      ])
      # Define callback to update graph
      @app.callback(
      Output('graph', 'figure'),
      [Input("colorscale-dropdown", "value")]
      )
      def update_figure(colorscale):
      return px.scatter(
      df, x="total_bill", y="tip", color="size",
      color_continuous_scale=colorscale,
      render_mode="webgl", title="Tips"
      )
      # Run app and display result inline in the notebook
      app.run_server(mode='jupyterlab')

  • @alexismarcionette4280
    @alexismarcionette4280 4 роки тому

    Hello! I am new to Dash and your youtube videos have been a lifeline for me! Such great content!!! I have installed Node.js and am trying to run jupyter lab build but am getting this ModuleNotFoundError:
    Traceback (most recent call last):
    File "c:\users\lexil\heroku\testing\dbapp\env\lib\site-packages
    otebook\services\sessions\sessionmanager.py", line 9, in
    import sqlite3
    File "C:\Users\lexil\anaconda3\lib\sqlite3\__init__.py", line 23, in
    from sqlite3.dbapi2 import *
    File "C:\Users\lexil\anaconda3\lib\sqlite3\dbapi2.py", line 27, in
    from _sqlite3 import *
    ImportError: DLL load failed: The specified module could not be found.
    During handling of the above exception, another exception occurred:
    Traceback (most recent call last):
    File "c:\users\lexil\heroku\testing\dbapp\env\lib\site-packages\jupyterlab_server\server.py", line 20, in
    from notebook.notebookapp import aliases, flags, NotebookApp as ServerApp
    File "c:\users\lexil\heroku\testing\dbapp\env\lib\site-packages
    otebook
    otebookapp.py", line 88, in
    from .services.sessions.sessionmanager import SessionManager
    File "c:\users\lexil\heroku\testing\dbapp\env\lib\site-packages
    otebook\services\sessions\sessionmanager.py", line 12, in
    from pysqlite2 import dbapi2 as sqlite3
    ModuleNotFoundError: No module named 'pysqlite2'
    During handling of the above exception, another exception occurred:
    Traceback (most recent call last):
    File "C:\Users\lexil\anaconda3\lib
    unpy.py", line 193, in _run_module_as_main
    "__main__", mod_spec)
    File "C:\Users\lexil\anaconda3\lib
    unpy.py", line 85, in _run_code
    exec(code, run_globals)
    File "C:\Users\lexil\heroku\Testing\DbApp\env\Scripts\jupyter-lab.EXE\__main__.py", line 5, in
    File "c:\users\lexil\heroku\testing\dbapp\env\lib\site-packages\jupyterlab\labapp.py", line 14, in
    from jupyterlab_server import slugify, WORKSPACE_EXTENSION
    File "c:\users\lexil\heroku\testing\dbapp\env\lib\site-packages\jupyterlab_server\__init__.py", line 4, in
    from .app import LabServerApp
    File "c:\users\lexil\heroku\testing\dbapp\env\lib\site-packages\jupyterlab_server\app.py", line 9, in
    from .server import ServerApp
    File "c:\users\lexil\heroku\testing\dbapp\env\lib\site-packages\jupyterlab_server\server.py", line 26, in
    from jupyter_server.base.handlers import ( # noqa
    ModuleNotFoundError: No module named 'jupyter_server'
    I have followed your instructions verbatim and do not know what the issue is...do you know why this is happening?

    • @CharmingData
      @CharmingData  4 роки тому

      I'm sorry Alexis I'm not sure. What do you have in your notebookapp.py", line 88,?

    • @alexismarcionette4280
      @alexismarcionette4280 4 роки тому

      @@CharmingData I have the following line of code:
      from .services.sessions.sessionmanager import SessionManager

    • @CharmingData
      @CharmingData  4 роки тому

      @@alexismarcionette4280 That's weird. That shouldn't happen. Feel free to send me the python or jupyter files you're using, so I can take a deeper look. info@charmingdata.org
      Adam

    • @alexismarcionette4280
      @alexismarcionette4280 4 роки тому

      @@CharmingData Sent! Appreciate the offer!!!

  • @basilbrush7878
    @basilbrush7878 2 роки тому

    I would have loved you to have cut n paste the Juypter Lab code into a Python IDE like Pycharm

    • @CharmingData
      @CharmingData  2 роки тому +1

      I know :) That would have made things a lot easier.

  • @LewiUberg
    @LewiUberg 3 роки тому

    Many Mac users can use this command to have homebrew manage Node: brew install node :)

  • @congminhau504
    @congminhau504 3 роки тому +1

    i have an error after building the jupyterlab:
    [LabBuildApp] WARNING | The extension "jupyterlab-dash" is outdated.
    ..........
    RuntimeError: JupyterLab failed to build

    • @CharmingData
      @CharmingData  3 роки тому

      What version of jupyterlab are you using?

    • @congminhau504
      @congminhau504 3 роки тому

      @@CharmingData i see in Anaconda's interface that my Jupiterlab is vesion 2.2.6

    • @CharmingData
      @CharmingData  3 роки тому

      @@congminhau504 it should work. What version of jupyterlab-dash are you installing?

  • @EvanescencePlanet
    @EvanescencePlanet 3 роки тому

    everytime I want to open jupyterlab, I would have to go through cd into the right folder, activate the environment before "jupyter lab"?

    • @CharmingData
      @CharmingData  3 роки тому

      Yes. I think so. Because if you installed jupyter inside your environment, you have to activate the environment first

  • @sirraTV
    @sirraTV 3 роки тому

    Hi, great video! However, I get the following message after typing "jupyter lab build " in the prompt: "[LabBuildApp] WARNING | The extension "jupyterlab-dash" is outdated." and then it says that "Build failed." Do you know how I can solve this?

    • @CharmingData
      @CharmingData  3 роки тому

      Hi @SirraTV,
      I'm not sure. I'll try to do this today on my computer and see if I get an error.
      What jupyterlab version did you install? And which jupyterlab-Dash did you install? And what operating system are you using (Windows, Mac, Linux)?

    • @sirraTV
      @sirraTV 3 роки тому

      Hi @Charming Data ,
      I have installed jupyterlab version 3.0.5, jupyterlab-dash version 0.1.0a3, and I am operating this on Windows 10.

    • @CharmingData
      @CharmingData  3 роки тому +1

      @@sirraTV ok. Thanks for getting back to me. I'll try to install the same versions today and let you know if I get an error

    • @CharmingData
      @CharmingData  3 роки тому +1

      Hi, you're right. It doesn't work with Jupyterlab version higher than 3.0. See my comments in yellow here: drive.google.com/file/d/1ZRtQUie0y2k3dXz_MM8s29WQaSrM9bDn/view?usp=sharing
      I installed jupyterlab==2.2.9 and rebuilt everything and it worked.

    • @sirraTV
      @sirraTV 3 роки тому

      Thank you very much@@CharmingData!

  • @luirm6946
    @luirm6946 3 роки тому

    will this work in the spyder environment as well?

    • @CharmingData
      @CharmingData  3 роки тому +1

      No. You would have to change the file to a .py. most of my videos are with pycharm so my code would work on spyder as well.

    • @luirm6946
      @luirm6946 3 роки тому

      @@CharmingData thank i will support your patreon:) the reason i am asking this question is becuase i run one of your previous codes, however, the I get the following message
      " Environment: production
      WARNING: this is a development server. Do not use it in a production deployment. Use a production WSGI server instead.
      Debug mode: off
      Running on 555.5.5:3000/ (but i cant click on the url to view the code) how can i view the app?

    • @CharmingData
      @CharmingData  3 роки тому

      @@luirm6946 Hi @Lui. it should still work. Can you copy-paste the 555.5.5:3000/ into your chrome or Mozilla browser and see if it works?
      Thank you for considering to support my channel and mission.

  • @jobecks5636
    @jobecks5636 3 роки тому +1

    3:35 when i try this it says it doesnt know the "py" command. any ideas?

    • @CharmingData
      @CharmingData  3 роки тому

      Hi @vielleicht, What do you mean "it doesn't know the py command?" What is the error message that you get?

    • @jobecks5636
      @jobecks5636 3 роки тому +2

      @@CharmingData well the message was in german but it said: "cannot find the command "py". Doublecheck if it is written correctly." But it worked when i typed "python" instead of "py". so thats maybe noteworthy. Thanks for the tutorial btw

    • @CharmingData
      @CharmingData  3 роки тому

      @@jobecks5636 hi @vielleicht. I'm Glad it worked out for you. Good luck work future Dashboards. If you have any questions, let me know.

  • @hananeboumeraou3292
    @hananeboumeraou3292 3 роки тому

    when i try to run "pip install numpy==1.18.1", i get this error : "Can't connect to HTTPS URL because the SSL module is not available.")

    • @CharmingData
      @CharmingData  3 роки тому

      I'm sorry @Hanane I've never seen that error. I'm not sure

    • @sushantparajuli611
      @sushantparajuli611 3 роки тому

      @@CharmingData You can just type "numpy" current version is automatically download and install

  • @samehsani1272
    @samehsani1272 4 роки тому

    I still get error "Plotly express requires pandas to be installed." eventhough it is installed in the env. Any idea?

    • @CharmingData
      @CharmingData  4 роки тому

      @sam did you activate the environment? If you print(pandas.__version__) and you get nothing, you probably didn't install it in the right environment.

  • @pranitmhatre8620
    @pranitmhatre8620 3 роки тому

    Is jupyterlab open source

  • @py_tok5589
    @py_tok5589 3 роки тому

    any shortcut to install,? your procedure too longggggg

  • @penninahgathu7956
    @penninahgathu7956 3 роки тому +1

    Do I need to set up environments even if I have anaconda?

    • @CharmingData
      @CharmingData  3 роки тому

      You don't have to, but it makes it easier to ensure that your apps don't break down as new versions of Dash and Plotly come out.

    • @penninahgathu7956
      @penninahgathu7956 3 роки тому

      @@CharmingData thank you

  • @py_tok5589
    @py_tok5589 3 роки тому

    too tedious the installation process, that sucks