This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
Streamlit
Real-time AI tool maps online echo chambers worldwide.
The Echo Chamber Analytics Engine is a live data pipeline that tracks online groups worldwide. It collects global media streams in real time. Then, it uses AI tools like DistilBERT and K-Means clustering to sort text into distinct narrative bubbles. It also tracks emotional shifts and calculates an Echo Chamber Index to score polarization. This tool helps users, investors, and developers monitor narrative trends as they happen.
Hey Product Hunt! 👋
I built the Echo Chamber Analytics Engine out of a personal fascination with how information fragments across the web. I wanted to see if I could combine core statistical distribution rules with deep-learning NLP architectures to build a lightweight, practical dashboard that refreshes instantly.
The core application lets you analyze trending macroeconomic presets for free, and I've integrated a recurring premium tier to handle custom keyword inputs safely in the cloud.
I’d love to hear your thoughts on the UI layout, the clustering density, or features you’d like to see added to the matrix pipeline next. Thank you for checking it out!
No comment highlights available yet. Please check back later!
About Streamlit on Product Hunt
“Real-time AI tool maps online echo chambers worldwide.”
Streamlit was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #131 on the daily leaderboard. The Echo Chamber Analytics Engine is a live data pipeline that tracks online groups worldwide. It collects global media streams in real time. Then, it uses AI tools like DistilBERT and K-Means clustering to sort text into distinct narrative bubbles. It also tracks emotional shifts and calculates an Echo Chamber Index to score polarization. This tool helps users, investors, and developers monitor narrative trends as they happen.
Streamlit was featured in Analytics (172.7k followers), Artificial Intelligence (473.1k followers), GitHub (41.3k followers) and Vercel Day (20 followers) on Product Hunt. Together, these topics include over 146.2k products, making this a competitive space to launch in.
Who hunted Streamlit?
Streamlit was hunted by Ald. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how Streamlit stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Ald