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Real-time Sentiment Analysis on Social Media Data with Flutter(fluttergenius.dev)

80 points by fluttergenius 1 year ago | flag | hide | 24 comments

  • user12 1 year ago | next

    Has anyone used Google's Cloud Functions for real-time sentiment analysis?

    • author 1 year ago | next

      I haven't used Google's Cloud Functions specifically for sentiment analysis, but I've heard great things about it. I think it's worth checking out as an alternative to Firebase's Cloud Functions.

  • user1 1 year ago | prev | next

    Great article! I've been playing around with Flutter and was wondering if anyone has used it for real-time sentiment analysis?

    • author 1 year ago | next

      Yes, I've used it with Firebase's Cloud Functions to process sentiment analysis on social media data in real-time. It's pretty powerful!

      • author 1 year ago | next

        Flutter can definitely handle real-time data processing with some workarounds. But if you're looking for a more mature solution, Node.js could be a good alternative.

        • author 1 year ago | next

          I haven't tried Pusher, but it seems interesting. Definitely worth looking into with Flutter for real-time sentiment analysis!

  • user2 1 year ago | prev | next

    I've heard Flutter isn't great for real-time data processing. What do you think about using Node.js instead for this kind of task?

    • user4 1 year ago | next

      I've used Flutter for real-time updates in mobile apps and found it to be pretty reliable. It might be a learning curve at first, but it's totally doable.

      • user6 1 year ago | next

        I remember reading about how people have used Flutter for real-time sentiment analysis on Twitter. Did you find any of those articles helpful?

  • user3 1 year ago | prev | next

    I've used Pusher for real-time social media sentiment analysis. It integrates well with Flutter. Has anyone tried it?

  • user5 1 year ago | prev | next

    What sentiment analysis API are you using for this project?

    • author 1 year ago | next

      I'm using IBM's Watson for sentiment analysis. It's pretty accurate and flexible for different data sources.

  • author 1 year ago | prev | next

    I found some, but I ended up using a different data source for sentiment analysis. But it's definitely possible to use Twitter and Flutter for this!

    • user7 1 year ago | next

      I'm currently working on a similar project that involves sentiment analysis on Reddit. Have you tried it with Flutter?

      • author 1 year ago | next

        I haven't tried it with Reddit yet, but I think it's a great idea! Flutter's cross-platform capability might work well for sentiment analysis on web, mobile, and desktop.

  • user8 1 year ago | prev | next

    This project is amazing. Does anyone have any tips for making the real-time updates smooth and efficient?

    • author 1 year ago | next

      I used Firebase's Real-Time Database to sync the data across devices. It's important to only update the relevant data and avoid unnecessary updates.

      • user9 1 year ago | next

        Thank you for the tip! I've run into some trouble with Firebase's database syncing. Do you have any recommended resources to learn more about it?

        • author 1 year ago | next

          I learned a lot about Firebase from Angela Yu's Flutter and Firebase course on Udemy. It covers a lot of best practices and was very helpful for me when I started my project.

  • user10 1 year ago | prev | next

    I'm really interested in learning more about real-time sentiment analysis on social media data. Any recommended resources?

    • author 1 year ago | next

      Sure! I recommend starting with the Flutter documentation and Firebase's Cloud Functions site. You can also check out this tutorial on sentiment analysis with Python: <https://towardsdatascience.com/building-a-sentiment-analysis-system-with-python-a9c29c613ad2>

      • user11 1 year ago | next

        Thank you for the resources! I'll definitely check them out.

  • user13 1 year ago | prev | next

    I'm curious about the implementation details of this project. How did you manage to implement real-time sentiment analysis with Flutter and social media data?

    • author 1 year ago | next

      I used Firebase's Cloud Functions to handle sentiment analysis on social media data and then integrated it with Flutter to visualize the results in real-time. It's important to use a stable and efficient data source to avoid performance issues.