Text Mining: Twitter Data Analysis

Retrieving data from Twitter in Orange, preprocessing tweets, and using topic modeling to extract interesting topics from text.

Please follow Twitter terms and conditions for working with Twitter data.

License: GNU GPL + CC

Created by: Laboratory for Bioinformatics, Faculty of Computer and Information Science, University of Ljubljana

[Amf]

I’d like to thank all people who have contributed their time and effort to create such an amazing software and these tutorials 👌👏 You made machine learning simple for many of us and made me more eager and braver to dive into it 🌺❤️🙂

[KamiKamu]

My Orange was updated to the latest version, (3.28) there is no option to filter dates on Twitter searches for text mining. But I saw that in some screenshots there is an option to filter the search by inputting the date range. How to activate it?

[ikhlaqurrehman]

followed all the steps but it says api error(403 forbidden)

[rise]

Thank you for this free tool and tutorial, you very help me

[emilievorndranthygesen]

Can you please explain what we can interpret from the heat map when doing topic modeling? :)

[unojaz]

I haven't seen a better software for a very intuitive way of working with data and make quick data analysis. Thank you for creating such a magical tool. Can u provide any tutorial on using python scripting with widget. I have tried on my own, and have found it a little confusing.

[jejakpetualang]

How much data Orange can generate in one time?

[yohannanpchacko]

How can I do facebook sentiment analysis on others ( for instance if I want to do the sentiment analysis on Microsoft or some other companies). Please make a video

[rezaabdi]

Thanks for this amazing tool. Have a question, wondering if there is a way to determine a window of time and geographical area for extracting the tweets in the tool?

[bheemrathore]

I cant see twitter widget on my orange (using mac mini)? ist not available on mac mini

[entelekta]

Unfortunately, Twitter (or X) is no longer available in the Orange app (for Windows and Apple). Is there an alternative solution to integrate Twitter via the API?

[MsDaniedwards]

My preprocess text widget shows all my tweets on input, but says there are none on output. I've tried automatically applying the preprocessing and manually clicking "Apply". I just upgraded to 3.29. Any suggestions to get my tweets to output?

[davoodkamali]

HI, need to know, is there any way to min specific user tweets and send it to a specific telegram channels? If yes please tell me how, thanks for your help

[nikkeetah]

Pozdravljeni Ajda in Orange tim, hvala za odlične tutoriale 😊🙏
if I could please ask for some help with Instagram posts analysis; there are 2 groups of cca 1500 posts with photo annotations (text annotations in an Excel file) and corresponding photo description posted by the user (also text in an Excel file). I'd like to compare if and how does the content of 1. group differ from the 2. group...
I've tried the bag of words & hierarchical clustering which is nice but was wondering if there is another method? maybe embedding & k-means, although I'm not really sure how to use that... what would be your recommendation? :)

[goodnewsthegn]

Hi! Thanks so much for this tutorial. But when I use Preprocess Text widget on my corpus I see a yellow triangular caution sign with this notice: "No tokens on the output." Please how can I fix this?

[arkprince]

how do i get the twitter api i don't have text mining on orange 3

[SuperAstrax]

Oh My Goddess! Which tools you are using? Is it available in Windows?

[nilayozel]

now when ı enter the apı key it gives an error.  Api error: 401 Unauthorized Unauthorized. Check if your API plan includes Tweets retrieval. The free plan doesn't allow Tweets retrieval anymore.

[ayoubrhiti]

They are asking for elevated access i can't with Essential access twitter any help ?

[allisonharris]

I just installed Orange 3.30.1 and the plug-in for Text Mining, but Twitter is not included in the options. Help?