Last night, I began analyzing the Farcaster Pro data (basescan API + Neynar to retrieve user information using the wallet address). Found some interesting insights. I will write about a few, and attach the GitHub repos for anyone who wants to analyze them further. This is the data for the first 24h.

1195 users with 0 followers, 1289 with 1-10, and 125 with no valid acct(?). Using neynar v2/farcaster/user/bulk-by-address

Transactions plateaued after the 10K number hit. Expected, I guess.

working on aerospace applications during day time. building agents after sunset @rootnode | mani.ink

Neynar score distribution for all pro users. Median 0.5, majority in the medium range. Pro != high_quality_users I'd assume. Dunno how the metric is computed. (cc @rish )

Next is follower counts. Folks with <= 10 followers are about 1/4th of the subscription. I manually went to their FC profiles (random 10 of them) to make sure it's not a bug in the code.

FID vs. score also looked interesting (note: this data is only available for Pro subscribers).

And this was for unknown users. Spiked around 1615 PST. I dont know how this works, am a crypto noob. Is it possible that a bunch of addresses just did the token transaction so that they will get the NFT airdropped? Or a bug with the API? I only tried retrieving info once. @neynar

Link for anyone who want to explore further. Make sure to keep the transaction json file in parent directory, the basescan api only returns last 10k transactions. Reply/DC if you find any bug - I tried to verify the data manually as much as I can.

Link:

Link for anyone who want to explore further. Make sure to keep the transaction json file in parent directory, the basescan api only returns last 10k transactions. Reply/DC if you find any bug - I tried to verify the data manually as much as I can.

Link: https://github.com/manimohans/fc_pro_analytics/

You can also have fun by dragging and dropping the csv file into your favorite AI. Screenshot from Gemini here.

app developer /spotlight | MediaFi & Attention Markets

I have it on GitHub as a csv (https://raw.githubusercontent.com/manimohans/fc_pro_analytics/refs/heads/main/addresses_fc.csv), but some pointers:
- this csv has around ~11.8K subscribers (first 48 hours, not 24h, use an older commit for 24h) - the number of followers for folks @ 48h will be different from 24h. A few 0s moved to 1-10s and so on. I think the neynar scores change weekly so thats probably ok - unless they update scores on a Thursday. Hope this helps.

very important.

you're like 90% of the way there but i think porting all the data into a filterable google sheet that people can easily download for future airdrops would be huge

hamst.art $hamster /hamster 
martinvr.eth 
deploy.degen.eth

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I think you all will be very interested in this!

Speculation to the max!?!?!?

Interesting info! I use farcaster every day but don't get a lot of traction here - mostly I'm using the apps that I find fun like farcade. I'm curious how many of the low neynar score buyers are active within some of these Mini Apps like myself

Love the data points, thanks for sharing 

2025 $Degen

there have only ~700 pro subscribers once the NFT "sold out"?

almost 50% of buyers had 100 or less followers, interesting

I like running, poker and oysters | Founder, Social Forensics (SocialForensics.com) | Berkeley & UPenn | Learning to listen

You’re a real one for providing all the links and repos. That is often heavily overlooked of overly guarded which makes it harder for newer ppl to learn. 

100 $degen

Farcaster

FIDs that paid with warps

583095
273111
937457
576
189255
20510
976360
560744
433546
1886
3115
869347
570919
832728
14359
275716
285410
385727
565658
589773
571109
559986
239965
1735
657370
1091011
372916
570999
226939
347
22116
8847
4324
2433
539
707409
378
291566
241066
900723
784
415482
5818
317575
681790
5034
238260
909254
452663
191
1598
4698
550782
689495
18703
240339
4998
7774
429273
262813
237845
462542
762
607927
286046
1091430
227332
237985
7057
1091353
1091695
1091810
1091613
1091836
1091778
1091845
1091909
1091912
1091929
1091924
1091946
1091933
1091975
1091985
1092009
1092032
1092072
1092052
1092117
1092070
1092115
1092075
12142
1092188
345284
20771
1092261
1091809
599456
108
261364
1092390
18069
535436
264962
1092455
1171

Did you see the fids that paid with warps?

Did you see the fids that paid with warps? 

https://farcaster.xyz/mvr/0x1f2d353f

Really cool to see the numbers visualized like this. Appreciate the deep dive! 3000👏🏻

Real and loyal Farcaster users have fallen victim to this decision.

Wdym about high score users you mean neynar score?

thanks for this work! 
does this work mean
we can conclude that 
around 50% 
of the pro NFT
and pro memberships
are held by bots and/or
or farmers 
of some sort?

thank you for this man, really appreciate you

Pretty sure I was one of those under 10 when I got my badge. Gotta brand early and stay xoxo

What I’ve learned about myself from looking at this data is that I have a high neynar score (~.77) relative to other accounts in my account creation category (above 1 mil) at least in the proaccount data set. 

This is so fun to look at and study. Thanks for sharing!