
Crypto has always been a community sport. Communities are what define meaning in this industry - whether it is the meme of Bitcoin being seen as a hard asset or an NFT project being feted as the next big IP to capture minds across the globe after Pokemon and Barbie.
The communities that form around these assets rally around shared schelling points of interest, creating vibrant, albeit transient, ecosystems. As fascinating as these formations are, several often face the inevitable entropy - shifts in interest, dwindling participation, and a loss of vision, eventually fading into echoes of a once-lively "discord/telegram chat I used to know."
The fleeting nature of attention within these groups underscores a significant challenge: sustaining long-term engagement.
How does Farcaster keep people engaged?
What's been interesting with Farcaster, which now stands at 200K+ users, is that even after the hockey stick growth this month off the back of frame frenzy, casts per day and engagement levels have not tailed off dramatically. While crypto is often a succession of financially motivated apps - where users strive after the next 10x or airdrop, Farcaster has had a different 'vibe'.
I dove into the open source cast data to quantify what and who drives this vibe. A few of my favorite farcaster "personas" (with some fun stats along with it) below:
Question Askers
Almost 38% of people who have ever casted, have asked a question on the network. Not just any question but often consistently thoughtful questions. Users are fundamentally interested in what others have to say and invite dialogue. In terms of sheer numbers: there nearly 400K casts with questions in them - around 6% of all casts!

Reply Guys
In the true spirit of the /replyguys, a whopping 64% of all casts on Farcaster are replies. When grouping users into how many times they reply, a large majority seem to fall under the multiple-reply segment (as shown in the chart below) with some extreme replyoors racking up several thousand replies (after just a few weeks of activity).

Long-form lovers
We know that casters are avid book readers. Turns out the network as a whole also appreciates longer form writing in casts too. Looking at the data reveals that cast length significantly correlates with user engagement: longer casts generally receive more likes and recasts. Despite a general character limit of ~320 characters per cast, the data shows us that depth and detail resonate more with the Farcaster audience.

Tippers
Last week a friend and I decided to hook up to a real-time stream of casts from a Farcaster Hub. We didn't have to have this up and running for too long to realize that much of our screen was filled with $DEGEN.

The most used word on Farcaster by far, $DEGEN and it's dominant use case as a form of tipping currency (where folks can reply to a cast with a number and $DEGEN to tip the person who made the cast) is a massive presence on the network. While projects like Steemit did have features to pay nominal amounts for posts, tipping for social media content isn't something that has been explored at scale and achieved success.
Some high level stats around this phenomenon:
Over 37K users have tipped $DEGEN at some point in time and nearly 16% of all casts have had "$DEGEN" in them.

Builders
Lastly, let's address the gorilla in the room. The launch of Frames and the frame-ification of NFT mints, apps, games, and more has unlocked a ton of creative and fun experiences on the feed both for users and developers. Not only have casts with Frames exploded this year (see below), but Frame casts received nearly 22% of all the likes given out on Farcaster in 2024.

Some takeaways
a) At this stage of its growth, what's kept Farcaster engaging is a core culture of people giving generously - their questions, answers, likes, tips, and ideas. Deeper engagement > shallow engagement.
b) The fact that the underlying protocol and its social graph are open and analyzable is awesome.
I'll likely be diving into more of this data down the line - including the evolving landscape of channels and how niche communities start to coalesce and grow. Feel free to comment here or shoot me a DM on Warpcast with ideas on what to explore next in this fascinating dataset.
one of the best data driven pieces of reporting I've seen on farcaster, thank you
great read thanks
yes! wrote about this insane stat a while ago -https://paragraph.xyz/@castaway/quantifying-vibes I was meaning more incorporating seasonal incentives to have trading occur for NFT projects. More as a model for spurring engagement (as most have the highest traction around the mint period and nothing much thereafter).
just subscribed to @sidshekhar on /paragraph…great read
spotted @meltedmindz.eth and @pichi on the graph
469 $DEGEN
How can we quantify "vibes" on Farcaster? In this @paragraph piece, I dive into some fascinating cast data to see what + who drives engagement here. Let me know your thoughts and if any other areas worth exploring. https://paragraph.xyz/@castaway/quantifying-vibes
great vibes
10,000 $degen for the vibes
10000 $degen
NGL feeling fomo that I recognize very few of these usernames. Like, I pride myself on following widely (and manually). On reflection, this is a sign of health and good use of DATA. Also, what does it mean that there are distinct and sizable bubbles labelled dwr, dwr.eth and danromero.... ? same question toadyhawk's
Ah no worries - You're a power user! Some usernames appear multiple times because of them having multiple fnames for the same fid over time). Lots of ways to clean this up + visualize FC connectivity more systematically!
this is wizardry! you don't aggregate by FID, then map to current fname? there are a few users who change their names often *cough* rhymeswithDaleksanderAidan *cough*. It's been a tiny thrill for me to follow their immutable history 🕵️♂️
Sid, any plans on creating a dashboard with this sort of data? I would pay for this. cc @fun this would be so good on user stats.
Definitely! Thanks for the feedback. Yes actually considering creating a dashboard for this! Will keep you updated king
👀
this cast, for example, is vibes. 4000 $DEGEN
Great post! big diff if you enable all kinds of people, incl speculators, or if you also want to be part of the speculation. Imo Farcaster has already hit critical crypto user mass & continues to onboard people because it is a non-speculative, unifying town hall for all kinds of (crypto) users in 24/25. 5000 $degen
great piece Sid!
have some ham 4 the vibez 🍖 x 800
Succinct and valueful, easy sub! Let me add to that 16% 🤣 12000 $degen
@sidshekhar dives into Farcaster's thriving community, highlighting unique personas driving engagement - from Question Askers to Builders. He identifies a generous culture as key to sustained interest and praises the open, analyzable social graph within the platform.