🎁 StrangerGraphs Comment Contest! Win a Limited-Edition Beanie!

General Random: Challenges, Polls, Fun Banter
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:wrapped_gift: Stranger Graphs Feedback Contest — Win a Limited-Edition Beanie!

Have you explored the Stranger Graphs microsite yet?
Now’s your chance to dive into the Upside Down and win exclusive swag.

We’re giving away a limited-edition StrangerGraphs beanie to community members who jump into the discussion!

How to Enter

  1. Visit StrangerGraphs.com
  2. Explore the agents, predictions, and graph clusters
  3. Come back here and leave a comment with your feedback

One entry per community member.
Your first comment = your entry.

:bullseye: How Winners Are Selected

For every 25 comments, we’ll randomly select one winner.
(So 25 comments = 1 beanie, 50 comments = 2 beanies, etc.)

More conversation = more winners.

:speech_balloon: What to Comment

Tell us anything about your experience:

  • Your favorite agent interaction
  • A prediction that surprised you
  • What the graph surfaced
  • A UX suggestion
  • Technical thoughts (GPT-5, Leiden clustering, GraphRAG, etc.)

:billed_cap: Prize

Each winner receives a StrangerGraphs beanie — perfect for Hawkins winters and coding sessions alike.

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:date: Deadline

Ends: Nov 30 EOD PST
Winners will be selected and announced in this topic.

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On the way to work today I thought,

I wonder if I could ingest the Stranger Things scripts into Neo4j…

I didn’t even think about the Reddit fan theories.

I can’t wait to show my daughters (huge ST fans). They enjoy moving the nodes around on the screen when I’m working, but they don’t really understand what I’m doing or why. This might be what makes it click!

HopperGraph visuals

Can you change the :style so there is more differentiation among the :User, :Post, :Platform, and PredictionSummary nodes?

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Side note: Daughter 1 stole my NODES 2022 hoodie and Daughter 2 is already eying the NODES 2025 hoodie. I’ll allow it in the spirit of Neo4j brainwashing the younger generation.

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Amazin. The fancy things you can do with these graphs! I was expecting to have more chat wih the Agent moster. hahah. it was quite a experience.

SPOILER!!***

Anyway, i dont think Bily is death yet

did you train the model over the last chapter?

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Amazing! The things you can do with these graphs are mind-blowing. I was expecting to chat more with the Agent Monster though — haha! Still, it was quite an experience.

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Great idea and love the UI! I picked Jopper as the agent but for some reason, it called me “Jim”. Huh? The predictions are amusing but I’d like them with more bullets and emojis or visuals. I also tried the HopperGraph, quite interesting. One thing it’s very very slow to load and not easy to navigate. I wonder what would be a better way and show case the power of Neo4j

Screenshot 2025-11-19 at 10.21.37 AM
Screenshot 2025-11-19 at 10.21.37 AM1920×1249 417 KB

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I’m very interested to see how NLP can be used to design a graph from narrative text. Node=Noun, Relationship=Verb, Properties=Adjectives/Adverbs. There are public domain documents (like the Sherlock Holmes canon) that I’m thinking about making a graph out of as a learning experience. Did you try any of that when coming up with the Stranger Graphs app?

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That’s pretty cool.
I really love how every agent has their specific thinking process, like Will trying to draw everything and Eleven using her superpowers. That’s pretty cool detail work here.
I’m still not 100% sure if the HopperGraph is really that intuitive to use, at least not for me, but maybe I’m using it wrong.

Anyway, nice piece of work.

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As a Stranger Things fan AND someone interested in tech, StrangerGraphs blew my mind! I love that it analyzed predictions from communities with the best track records. The chat with AI-powered characters adds such a fun dimension—it feels like theorizing with fellow fans instead of just browsing data. Max surviving and uniting with Eleven and Will against Vecna? That prediction got me hyped! Great job making graph databases feel fun and engaging instead of intimidating.

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Love to hear this feedback. Graphs are not only beautiful but they can be so much fun!