Build a Natural Language Processing Dashboard with Python and Dash

Learn to incorporate NLP into your Plotly Dash App, using Tweepy and TextBlob.

My Code:

Tweepy API:

TextBlob Docs:

Plotly Forum:

Video layout:
00:00 - What you will Learn and code
03:22 - Tweepy API connection
05:04 - Pulling tweets from API
08:13 - Cleaning & sentiment analysis
13:06 - Dash App Layout
16:29 - Making Dash App Interactive
20:30 - Bar Graphs

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[thefloydvoid]

Awesome video! Very clear, direct and charismatic. Thank you so much!

[robertnowak]

I really liked this specific example using NLP and bring it into a customized Dashboard using Dash. This is awesome. Thanks!

[celestinhakizimana]

for sure we need more videos on NLP. thanks @adam

[dran]

Just discovered your channel while starting to learn about Dash and it set me up very quickly. Thanks for sharing all this content, I only watched a couple of videos so far but I know it will be very useful!

[samuelvelazquez]

Wow, very interesting, thanks Adam for sharing.

[ajinkyabankar]

Cool!!! Can we upload an audio file on the Dash webapp and process it in the underlying python code?

[oliverfragoso]

WOW I really love your tutorials, all I know of dash is thank to U. May you do a video about Redis Cache just like you did it about Postgre? I think that would be awsome

[JuanPerez-yeoq]

Your videos are pure gold! I would suggest on making a video on how to deploy a dash app using railway, as heroku is going to charge for its services.

[venkat]

1st view waiting more interesting videos from you adam

[snehitdua]

Hi
Please can u tell me how to add background image to the dash app?
Code:
app.layout = html.Div(
children= [
offcanvas,

html.Div(
html.H1('This is a heading', style= {'color': 'white'})
),

],
style= {
'background-image': 'url(/assests/background.jpg)',
'background-position': 'center',
'background-size': 'cover'
}
)

In this code the image is not covering the entire page its covering only the contents(offcanvas and heading) leaving white screen at top and
below the contents.
I want to cover the whole app.
Please help

[stpaquet]

you should define something like neutral when the subjectivity and sentiment are around mid values. How to define neutral is actually quite complex as this can vary. All in all, nice video and thanks for sharing.

[celestinhakizimana]

@ adam, can you plan for us some live session?