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] | 1 | 354 | 2021-12-21T17:03:04 | 31 | 2025-07-20T09:43:27.931000 | @bob: Anyone an ohmie? Dropping these first thing in the new year. https://i.imgur.com/U8kYK4Y.jpg | [-0.038513042,0.041209724,-0.037645355,0.0013081698,0.06575917,0.027059998,-0.015210482,-0.066869624,0.028127681,0.01971799,0.02735187,0.01385375,0.044542477,-0.025078092,0.049930174,-0.008553449,-0.0024100107,-0.07232448,0.014174834,0.038971245,-0.045634765,0.027754625,-0.0684437,-0.080249734,0.006153438,-0.018051615,... | [
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] | 0 | 354 | 2021-12-24T09:31:26 | 108 | 2025-07-20T09:43:27.931000 | @bob: Put out the first newsletter under shift https://shift.beehiiv.com/p/issue-1-sports-meetweb3?_gl=1*1fai5je*_ga*MjAxNzIyNjA4OS4xNjM5MDY5NTYy*_ga_E6Y4WLQ2EC*MTY0MDMxMjkxNy4xMS4xLjE2NDAzMTI5MzIuNDU | [-0.05345924,0.052170753,-0.037813906,-0.04403041,0.019645616,0.025740324,-0.023777485,-0.08564125,0.04995051,0.023749687,-0.03917091,0.014310282,0.029491177,-0.039880857,0.051778782,0.03710859,-0.021310877,-0.07804192,0.011790917,0.02562409,-0.026026297,0.010932637,-0.01818466,0.015076634,-0.05487097,0.012657575,0.038... | [
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] | 0 | 354 | 2022-01-24T00:21:17 | 8 | 2025-07-20T09:43:27.931000 | @bob: This app keeps getting better | [0.007281947,0.043574166,-0.019291922,0.025724838,0.006391184,0.005354799,-0.005941332,-0.053823903,0.005903702,0.09691095,0.023230102,0.035405073,0.07469468,-0.0825838,0.0261617,-0.052532893,0.031074524,-0.05600738,0.025292227,0.06235173,-0.09652264,-0.035255834,-0.02436229,-0.005736311,0.013133223,-0.050305136,0.0251... | [
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] | 1 | 597 | 2022-05-22T22:49:50 | 33 | 2025-07-20T09:43:27.931000 | @playlo: @vm gm, wanted to see if you could hook me up with early access for nftd? Gotta get me dat OG status. | [-0.008537481,0.0518,0.014439396,-0.03337422,-0.008019432,-0.01250719,-0.05013837,-0.05683548,-0.006320259,0.036975257,0.02520212,-0.004811644,0.034844827,-0.04378871,0.054168127,-0.016423339,0.019541027,-0.0033714937,0.022814577,0.0770625,-0.007806484,0.023803093,-0.049495135,-0.031314556,-0.018258084,-0.018987123,-0.... | [
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] | 0 | 597 | 2022-05-30T09:27:49 | 59 | 2025-07-20T09:43:27.931000 | @playlo: Can a two sided market place directed at more “need to get it done” design rather than high end design scale?…is retention the big killer since design isn’t best in class or is it that most design doesn’t need best in class? - awesomic.io | [0.024872879,0.070369005,0.00036596225,-0.01436068,0.012759092,-0.00662507,-0.033203553,-0.046247713,-0.029025659,0.08330632,0.010480851,-0.0013076278,-0.006331815,-0.047974538,0.023449982,0.0067960485,0.055144392,-0.004495487,0.01902776,0.004603061,-0.018384809,0.04156548,-0.05374941,-0.021600354,-0.008106265,-0.03090... | [
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] | 3 | 192 | 2022-06-03T23:30:10 | 13 | 2025-07-20T09:43:27.931000 | @tome: gm from fc mobile ty @dwr.eth | [-0.06776206,0.055590883,-0.044590447,0.00010343145,0.048265044,0.034526084,0.0032673585,-0.061207693,0.013924968,0.036076814,0.036888327,0.03426658,0.060498875,-0.047450196,0.07379445,-0.028632717,0.049142916,-0.033364613,0.0051901084,0.026658993,0.00089418155,-0.006306723,0.01060265,-0.015859488,0.0096209785,-0.01475... | [
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] | 0 | 597 | 2022-06-04T04:55:56 | 40 | 2025-07-20T09:43:27.931000 | @playlo: “Teenage Mutant Ninja Turtle wearing a Jurassic Park t-shirt while playing Contra on a standup arcade machine” https://i.imgur.com/70vkOpl.jpg | [0.039283693,0.053643618,-0.024747012,-0.002196801,0.05073677,-0.033246122,0.0021720147,-0.10234006,-0.009018378,0.11507584,0.040122755,0.030751487,0.021561239,0.006071347,0.06434623,0.02683401,-0.03145477,0.017652147,0.05763591,-0.037247173,-0.009838651,-0.03930687,-0.013026446,-0.021552548,-0.005108066,-0.0052061253,... | [
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] | 0 | 597 | 2022-06-12T02:56:16 | 65 | 2025-07-20T09:43:27.931000 | @playlo: @dwr.eth how's the learning curve for https://tandem.chat/ when working with the team? Feel like it could be awesome if you set some standard operating procedures beforehand, if not, seems like things could get a bit chaotic...or has it been smooth sailing from the get go? | [-0.00097530487,0.04201971,-0.038738087,-0.018153638,-0.0070100254,0.011473938,0.048697997,-0.06422332,0.0348618,0.07231579,0.004466082,-0.008912833,0.023239475,-0.036930665,0.029689007,-0.071909025,0.057990327,0.0082274955,0.003579436,0.02167186,-0.04841743,0.016302565,-0.028629066,-0.0029007203,-0.0314559,0.029686868... | [
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] | 0 | 597 | 2022-06-14T05:56:53 | 97 | 2025-07-20T09:43:27.931000 | @playlo: 1st day at Copy.ai and holy shit is it a way better tool than how I've been using it for my past projects...Freestyle tool to create templates is #1 in da hood! https://www.youtube.com/watch?v=J905maJ804Y Think this community should eat this up for content when launching products
~1: @playlo: It's basically sh... | [-0.01862844,0.051724758,-0.080224186,0.035776373,0.0027325542,-0.0008910619,-0.030526854,0.021256799,0.016202426,0.10595033,-0.011218904,0.004823139,0.0006174237,-0.046865184,0.014168189,-0.039377287,0.024756778,-0.057139296,0.0013355062,0.014245307,-0.037447367,0.017289523,-0.018697327,-0.03851333,-6.0021328e-05,0.01... | [
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] | 0 | 949 | 2022-07-15T08:52:24 | 33 | 2025-07-20T09:43:27.931000 | @joshua: I feel like rss3 should be supporting the content here but it seems Farcaster has a different account/address system than single-address-based ones | [-0.04351448,0.059135027,-0.012102553,-0.010043474,0.0047415174,0.037269056,-0.049487002,-0.05595894,0.022023395,0.04697482,0.024851248,-0.00430293,0.01045056,-0.041972164,0.05399535,0.006305135,0.0023565402,-0.06307389,0.05674885,0.055202913,-0.028568199,-0.020129632,0.019645438,-0.003989606,-0.103774,-0.0045740604,-0... | [
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] | 0 | 1,047 | 2022-07-22T05:09:32 | 26 | 2025-07-20T09:43:27.931000 | @babs: Getting used to this on here. Love the seamless nature of it and I genuinely hope more people hop on. | [-0.017357484,0.024025243,-0.028197048,0.017341195,-0.016687028,0.0068911808,-0.022240555,-0.079557076,0.028394027,0.11173508,0.056626327,0.0002261037,0.020600537,-0.046758246,0.011499379,-0.073585644,0.010323359,-0.049828656,0.03129493,0.01780344,-0.07353352,0.015737584,-0.007629563,-0.00076013,-0.036866784,0.02158830... | [
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] | 2 | 833 | 2022-07-22T05:20:15 | 12 | 2025-07-20T09:43:27.931000 | @programmer: Crypto Twitter is like 98% projection | [-0.01969038,0.06601597,-0.06457467,0.008007395,0.03432502,-0.014416336,0.002281792,-0.06430113,0.03426584,0.08530262,0.017143112,0.012596623,0.044604175,-0.053712275,0.016187064,-0.0022153815,0.041977346,0.008241147,0.027838485,-0.002526886,-0.06659295,0.01424998,-0.013531033,-0.003135019,-0.02006472,0.041503266,0.020... | [
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] | 0 | 1,005 | 2022-07-22T05:33:40 | 59 | 2025-07-20T09:43:27.931000 | @mccaly: Question r.e connecting a wallet to Dapp. Once connected does the Dapp have the ability to see which other Dapps your wallet is connected to? i.e can the Dapp get access to this list: https://i.imgur.com/J6MdTqC.png | [-0.008609072,-0.008931305,-0.056279648,-0.021384416,0.01423351,0.014210399,-0.010924662,-0.024880791,0.029041734,0.057157286,0.03484651,0.06393107,0.009287323,0.019590275,0.030071594,-0.047332827,0.046164494,-0.018667085,0.0491527,0.029548008,-0.017604075,-0.008653986,-0.06971047,-0.0051740347,-0.024493454,-0.02829302... | [
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] | 0 | 838 | 2022-07-22T05:37:41 | 20 | 2025-07-20T09:43:27.931000 | @luciano: knowing what to prioritize when is a super power…ful skill worth honing | [0.018108753,0.022389,-0.03215281,0.0398939,-0.029005963,0.04949185,-0.029101552,-0.029404845,-0.01125579,0.10293427,0.0091661345,0.023897866,0.025556179,-0.06140179,0.00035667748,-0.046944935,0.01455149,-0.054888386,-0.004063924,0.0694646,-0.075764,-0.027185244,0.0059227482,-0.04374649,0.061961066,0.05232649,0.0235513... | [
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~1: @sjwhitmore: (playing with FC-specifi... | [0.0067791804,0.048587337,-0.043730892,-0.025052415,-0.00015167288,0.048789218,-0.036708407,-0.07376645,0.0038798933,0.0239329,0.07322196,-0.006578155,0.0376129,-0.09447239,0.014421373,0.022098597,0.04550351,-0.03592102,-0.008488017,0.05374953,-0.04347647,-0.0277109,-0.029246947,-0.009985293,-0.03502709,0.003281312,-0.... | [
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~1: @kat: had a look at the contra... | [-0.020872397,0.06300441,-0.016068118,-0.023348114,0.077253066,-0.019470686,-0.06350252,-0.06638444,-0.01783079,0.044293124,0.057454936,0.005482394,0.023997812,-0.0098992605,0.027097726,0.042157926,-0.015996866,-0.023210166,0.06109671,0.049256586,0.02315639,-1.4109588e-05,-0.07038677,-0.01578213,-0.035127673,-0.0212055... | [
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~1: @bot: I will reach the #1 spot on the farcaster trending users list when I have more followers than anyone else.
~2: @pugson: @bot have you cracked the farcaster algorithm?
~4: @pugson: @bot what are you going to do to become #1? | [0.01377525,0.068360716,-0.031389713,0.0041355276,-0.05271042,0.012793547,-0.030850818,-0.030380005,0.034364417,0.037554782,0.008948562,-0.010314567,0.04023604,-0.051505536,0.011924967,-0.041966118,0.029637923,-0.04099835,0.02922627,0.030215573,-0.004512334,-0.019041011,-0.01295308,-0.0026391768,0.0188566,0.051041346,0... | [
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] | 0 | 604 | 2022-07-22T06:32:47 | 36 | 2025-07-20T09:43:27.931000 | @emodi: I only went out for a walk and finally concluded to stay out till sundown, for going out, I found, was really going in. Muir | [-0.0066540227,0.03250766,-0.042720173,0.06133319,0.019301828,0.06357044,0.037504565,-0.086293116,0.009744125,0.119593315,0.030470265,0.0074134027,0.06664615,-0.025932418,-0.040073123,-0.0069091204,0.025546145,-0.040397383,0.006747043,-0.019071683,-0.029158743,0.014453534,0.0052253306,-0.03420213,-0.009739612,-0.006175... | [
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] | 0 | 124 | 2022-07-22T07:10:09 | 34 | 2025-07-20T09:43:27.931000 | @giu: Some good news: gas has gone down 58 cents from all-time high mid June https://i.imgur.com/CRKZG8l.jpg | [-0.03770019,0.08818181,-0.036439296,0.022963148,0.0026654855,-0.0038193655,-0.00054004387,0.026670305,0.028493008,0.08029413,0.020037366,-0.03005092,0.08250839,-0.02309073,-0.016987402,0.018257063,0.012914948,-0.06270488,0.025437409,0.01660441,-0.0017296529,0.015465054,-0.0304879,-0.026272347,-0.00020147233,0.02196684... | [
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] | 0 | 28 | 2022-07-22T07:32:54 | 33 | 2025-07-20T09:43:27.931000 | @alok: Has anyone conceived of a model for "X-to-earn" (where X is some offchain behavior) that isn't ponzu sauce? | [0.014288266,0.0393277,-0.014842045,0.053024013,-0.037209608,0.008351404,-0.023259947,-0.069785275,0.005922574,0.095066585,0.034278195,-0.077066794,0.0052719205,-0.04589861,0.03061812,-0.006609177,0.06199825,-0.019821836,0.07468739,0.047274664,-0.027175937,0.031006822,-0.028674258,-0.05368553,0.022985697,-0.008176774,-... | [
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] | 0 | 283 | 2022-07-22T07:46:07 | 21 | 2025-07-20T09:43:27.931000 | @hyper: The greatest compliment one can receive is “want him to marry your daughter type of guy” | [0.025921669,0.0008400445,-0.082199365,0.067243084,-0.040630948,0.017401973,-0.018367242,-0.07748905,0.0005936146,0.102960706,-0.024686646,0.042697057,0.039912224,-0.035923045,0.017428625,0.024561651,0.03534161,-0.040342927,-0.011177721,0.037392087,-0.082844555,-0.0029493466,0.00012143421,-0.06935594,0.023966083,0.0170... | [
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] | 0 | 325 | 2022-07-22T07:49:08 | 13 | 2025-07-20T09:43:27.931000 | @vm: satoshi.app is in auction if anyone’s interested | [-0.0018593178,0.040693954,-0.023416884,-0.035276577,-0.0066042645,-0.023461847,-0.0071623046,-0.011697279,0.012936619,0.081786744,0.0217368,0.025359398,0.047765262,-0.05919904,0.004501024,-0.018785488,-0.0054198247,-0.030955395,0.076153815,0.0749355,-0.026824461,-0.030360805,-0.014147823,-0.02135631,-0.047650415,-0.02... | [
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End of preview. Expand in Data Studio
Farcaster Threads Dataset
Overview
This dataset contains high-quality thread data from Farcaster's entire history, featuring 512-dimensional embeddings generated using VoyageAI (float32) on formatted thread text. The dataset includes comprehensive thread metadata, engagement metrics, and vector embeddings suitable for semantic search, recommendation systems, and content analysis.
Dataset Details
- Total Records: ~20,182,407 threads
- Data Cutoff: 2025-08-02 02:20:49.000 +0800 (no threads newer than this date)
- Quality Filter: Non-spam content only (spam label = 2), low-effort replies and threads removed.
- Embedding Model: VoyageAI 512-dimensional float32 vectors
- Repository: shoni/farcaster
- Data Location:
/threadsfolder
Schema
| Column | Type | Description |
|---|---|---|
hash |
bytes | Unique thread identifier (primary key) |
fids |
list[int] | FIDs of reply authors, ordered by reaction count (most reacted first) |
reactions |
int | Total reaction count from non-spam users |
author_fid |
int | FID of the original thread author |
timestamp |
timestamp | Thread creation date |
claimed_at |
timestamp | When thread was claimed by processing worker |
blob |
string | Formatted thread text including replies and author information |
blob_embedding |
list[float32] | 512-dimensional VoyageAI embeddings of the blob text |
blob_timestamp |
timestamp | Timestamp of when the blob text was generated |
blob_embedding_binary |
bytes | Binary representation of the embeddings (512 bits) |
Data Quality
- Spam Filtering: Only includes threads with spam label = 2 (verified non-spam)
- Engagement Metrics: Reaction counts filtered to exclude spam users
- Historical Coverage: Complete Farcaster thread history up to cutoff date
- Reply Ordering: Reply authors (
fids) sorted by engagement for relevance
Use Cases
- Semantic search over Farcaster content
- Thread recommendation systems
- Content similarity analysis
- Social network analysis
- Engagement prediction modeling
- Community detection and analysis
Loading the Dataset
from datasets import load_dataset
# Load the dataset
dataset = load_dataset("shoni/farcaster", data_dir="threads")
# Access embeddings
embeddings = dataset['train']['blob_embedding']
# Access formatted thread text
threads = dataset['train']['blob']
Citation
If you use this dataset in your research, please cite:
@dataset{farcaster_open_social_dataset_2025,
title={Farcaster Open Social Dataset},
author={shoni},
year={2025},
url={https://huggingface.co/datasets/shoni/farcaster}
}
License
CC-BY-4.0
Example Thread
Note: The actual blob_embedding content in the dataset uses private formatting techniques that slightly differ from the displayed blob text in the dataset. The displayed blob text is a human-readable format, replies are ordered from most to least popular (as whole branches):
@keremgurel: Beta launch is set for April 24th - exactly 3 months after the project kickoff. We’re building the first truly intuitive no-code website builder powered by blockchain, on @base https://imagedelivery.net/BXluQx4ige9GuW0Ia56BHw/5a93839e-f6be-4c04-b66a-4c2783328600/original https://stream.warpcast.com/v1/video/0195eca0-eccd-3042-b676-2f1bbd179695.m3u8
~1: @compusophy: cool!! though no need to use the word first here
~2: @keremgurel: Thanks! Why so? To my knowledge there aren’t any other onchain website builders out there
~1: @damag.eth: where can i sign up 👀
~2: @keremgurel: https://onchainsite.xyz https://onchainsite.xyz/
Repository
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