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📰 Read the latest analysis articles0 ingests/hr · 54497/24h
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The scraper ingests 4chan catalogues hourly; the analyser turns raw threads into themes/stories via LLM. A gap >2.0h with no ingests counts as downtime. Full data-health →
⚡ Latest article triggers · /biz/
Stories that suddenly spiked in volume — ranked by article-worthiness (filtered to /biz/). See all →
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0.14 /biz/ Reaction spamReaction-image spam threads are surging on /biz/, mixing capitulation posts ("it's over") and urgent bait titles with references to Israel, YouTube, ETH, and various memes like Pepe and Milady; an editor may want to check whether this signals broader sentiment shifts or a coordinated spam campaign.
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Sudden burst of low-substance reaction threads on /biz/ (3 this hour vs a baseline near zero) mixing hype posts about an XRP price spike to $589 with tangential Israel/YouTube references and crypto/meme chatter. Editors may want to check whether an actual market or news event is driving the coordinated excitement.
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A burst of reaction-spam threads on /biz/ (roughly 5x baseline volume) mixes celebration posts, "$250k is trivial" one-liners, and complaints about new users, with recurring mentions of Israel, YouTube, LG, ETH, and meme tokens like Milady and Pepe. Editors may want to check whether a market or crypto price move is driving the sudden excitement.
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0.17 /biz/ Reaction spamDiscussion is surging on /biz/ around reaction-image spam mixing crypto price despair with Israel/YouTube and consumer-brand references (Sprite Cranberry, LG, Skyrim, Milady, Pepe), with posters teasing a chart red line "disappearing" and sarcastically blaming Trump for the bearish market despite positive news. Editors may want to review this uptick in low-content political reaction threads as a signal of sentiment on the board.
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0.15 /biz/ Reaction spamA burst of low-content spam threads on /biz/ is mixing market-tally and "still holding" copypasta with off-topic references to Israel, YouTube, and various meme entities; volume hit 3 threads this hour against a near-zero baseline, so an editor may want a quick look at whether this is bot activity or a nascent narrative.
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0.14 /biz/ Reaction spamReaction spam is surging on /biz/, with a cluster of threads mixing drive-by crypto takes (ETH price predictions, "crypto is over" declarations) with bigoted one-liner reaction posts referencing Israel and YouTube. Editors may want a brief look at whether this is coordinated spam or organic off-topic drift on the finance board.
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0.16 /biz/ Reaction spamSpike in low-content reaction threads on /biz/ mixing Israel/YouTube memes with crypto tokens (ETH, Pepe, Milady), including posts teasing an imminent market move and complaints about repeat ETH-linked losses. Volume hit 4 threads this hour against a near-zero baseline — editors may want to check for a coordinated meme campaign or a triggering event.
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0.18 /biz/ Reaction spamDiscussion is surging on /biz/ around a sudden crypto market drop, with a burst of reaction-spam threads ("OOOO") expressing panic and emotional stakes over small ETH price moves. Editors may want to investigate the volume spike (4 threads this hour vs. a 0.41 baseline) and what triggered the apparent market event.
📰 Articles created so far · /biz/
Briefings the engine has written from spikes. See all →
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🔬 Research areas · /biz/
The live investigative backlog — stories most worth digging into now, ranked by momentum, novelty & evidence already gathered. Click to open the threads.
| Story | Board | Mentions | Novelty | Evidence | Status |
|---|---|---|---|---|---|
| /biz/ | 611 | evergreen | 8 notes | spike | |
| /biz/ | 516 | evergreen | 13 notes | spike | |
| /biz/ | 484 | evergreen | 0 notes | open | |
| /biz/ | 415 | evergreen | 54 notes | spike | |
| /biz/ | 350 | evergreen | 17 notes | spike | |
| /biz/ | 210 | evergreen | 0 notes | open | |
| /biz/ | 175 | evergreen | 0 notes | open | |
| /biz/ | 171 | evergreen | 0 notes | open | |
| /biz/ | 132 | evergreen | 0 notes | open | |
| /biz/ | 119 | evergreen | 0 notes | open |
🧭 Topics — what the boards are talking about, general → specific
Each theme's bar = its share of the 30-day window's threads. Expand a theme to see the specific stories under it, their mentions, and how fast they're changing (Δ threads/day). Click a story to open it.
stocks / meme coins 291 threads ▼ -6.1/day
| Story | Mentions | Δ/day | Novelty | |
|---|---|---|---|---|
| Newcomer asks how to learn stock and meme coin trading | 7 | +0.2 | evergreen | |
| Debate over whether stocks or crypto is the superior wealth-creation tool | 6 | -0.4 | evergreen | |
| Trader stuck in stables laments missing ETH sub-$1500 entry amid AI hype | 4 | +0.3 | evergreen | |
| Gold versus XRP return comparison with $10,000 XRP target | 4 | +0.3 | evergreen | |
| User asks what Near Protocol is | 3 | +0.2 | evergreen | |
| Claimed GameStop acquisition of eBay for $55.5B | 2 | -0.1 | breaking | |
| Nostalgia thread recalling the 2021 memecoin season | 2 | -0.1 | evergreen | |
| Google search suggestion 'macro lower high' posted as market commentary | 2 | -0.1 | evergreen | |
| Asking how to profit from human-like AI | 2 | -0.1 | evergreen | |
| Question of why market makers haven't rotated from Bitcoin into government bonds | 2 | 0 | evergreen | |
| Investor asks about using perpetual futures on Hyperliquid to trade outside market hours | 2 | +0.1 | evergreen | |
| Newcomer asks how to combine AI, quantum computing and cryptocurrency into a venture | 2 | +0.1 | evergreen |
thread 170 threads ▼ -0.8/day
| Story | Mentions | Δ/day | Novelty | |
|---|---|---|---|---|
| Vague reference to unspecified activity on /biz/ | 1 | 0 | evergreen | |
| general discussion | 1 | 0 | developing | |
| Vague inquiry about market direction | 1 | -0.1 | evergreen |
bitcoin / btc 117 threads ▲ +0.3/day
chainlink / link 99 threads ▼ -2.2/day
| Story | Mentions | Δ/day | Novelty | |
|---|---|---|---|---|
| Chainlink (LINK) investment thesis questioned | 350 | -0.1 | evergreen | spike |
| LINK holder sentiment; BAT token decline | 35 | 0 | evergreen | |
| Chainlink price suppression conspiracy at $12.65 | 30 | -0.9 | evergreen | |
| Polkadot price target during bear market recovery phase | 11 | 0 | evergreen | spike |
| Inheritance bet-all on private SpaceX equity | 11 | 0 | evergreen | |
| Polkadot characterized as poor investment | 10 | 0 | evergreen | spike |
| User criticizes /biz/ board quality and relegates finance discussion to /pol/ | 7 | 0 | evergreen | |
| Chainlink claimed to enable financial inclusion in Africa | 6 | 0 | evergreen | |
| Chainlink price move speculation hidden by SpaceX rally | 3 | 0 | evergreen | |
| Request to relocate a dystopian Chainlink Wojak animation from YouTube | 3 | 0 | evergreen | |
| Conspiracy claim that market makers dump Bitcoin to sabotage the Chainlink Reserve's weekly purchases | 3 | 0 | evergreen | |
| Tempo, noted as Stripe-related, adopts Chainlink | 3 | 0 | developing |
lawsuits / reddit 92 threads ▼ -6.1/day
| Story | Mentions | Δ/day | Novelty | |
|---|---|---|---|---|
| Poster solicits advice on giving and taking bribes discreetly | 1 | 0 | evergreen | |
| Speculation that provoking assaults enables lucrative lawsuits | 1 | -0.1 | evergreen | |
| Rhetorical question implying politicians are unusually successful traders | 1 | -0.1 | evergreen |
sfo / cybercount 85 threads ▼ -3.3/day
| Story | Mentions | Δ/day | Novelty | |
|---|---|---|---|---|
| Generic 'trust the plan' hope for next year | 1 | -0.1 | evergreen | |
| Daily snailposting ritual thread | 1 | -0.1 | evergreen | |
| Day 2 of daily posting about not washing until unnamed asset reaches $500 | 1 | -0.1 | evergreen | |
| Day 3 of daily no-washing ritual until a coin hits $500 | 1 | -0.1 | evergreen | |
| Parodic daily routine post about founder/investor lifestyle | 1 | +0.1 | evergreen | |
| Day 666 of cybercount daily snailposting ritual | 1 | +0.1 | evergreen |
whataburger / avalanche 71 threads ▲ +4.7/day
| Story | Mentions | Δ/day | Novelty | |
|---|---|---|---|---|
| Temptation to buy an expensive watch | 1 | +0.1 | evergreen | |
| Ask whether wealth attracts formerly friend-zoned women | 1 | +0.1 | evergreen | |
| Off-topic fitness comment about a woman | 1 | +0.1 | evergreen | |
| Questioning the ethics of 'Christian' billionaires | 1 | +0.1 | evergreen | |
| Paranoid claim of being blacklisted after neighbor dispute | 1 | +0.1 | evergreen | |
| Reaction meme phrase 'Haters Gonna Hate' | 1 | +0.1 | evergreen | |
| Racist remark about a country with no financial relevance | 1 | +0.1 | evergreen | |
| Crypto-wealthy 30-year-old asks how to find a marriage partner without wage work | 1 | +0.1 | evergreen | |
| One-line claim that superintelligence is doomed | 1 | +0.1 | evergreen | |
| Discussion of whether brilliant jerks harm companies | 1 | +0.1 | evergreen | |
| User asks how to quickly make $20 for a Whataburger meal | 1 | +0.1 | evergreen | |
| Generational mockery thread about boomers and their children | 1 | +0.1 | evergreen |
eth / catwiffeather 45 threads ▼ -2.6/day
| Story | Mentions | Δ/day | Novelty | |
|---|---|---|---|---|
| Robinhood Chain micro-cap $catwiffeather token discussion | 4 | 0 | developing | |
| Proposal for 'Rope Day' crypto holiday commemorating suicide victims of scams | 2 | -0.1 | evergreen | |
| Discussion on sports betting and prediction market edges versus crypto volatility | 1 | -0.1 | evergreen | |
| Anon asks what to expect when starting a virtual casino | 1 | -0.1 | evergreen | |
| Living with parents framed as risk-free gambling cushion | 1 | -0.1 | evergreen | |
| Saylor Moon memecoin hype call | 1 | -0.1 | evergreen | |
| APU memecoin general thread testing post-2024 moderation tolerance | 1 | -0.1 | evergreen | |
| Self-promotion of CoinBreaks.io crypto website with clickbait imagery | 1 | -0.1 | evergreen | |
| 4chan meme token launch promoted via 4boards.org site | 1 | -0.1 | evergreen | |
| Alt season thread with no replies | 1 | -0.1 | evergreen | |
| Quarterly Coinmetro (XCM) community thread | 1 | -0.1 | evergreen | |
| GRASS-adjacent token 'digital oil' spikes 88% with no apparent news | 1 | -0.1 | breaking |
us stock market / circuit breakers 42 threads ▼ -2.8/day
scandinavia / atc 38 threads ▲ +2.5/day
| Story | Mentions | Δ/day | Novelty | |
|---|---|---|---|---|
| Vague /biz/ inquiry about an unnamed person | 1 | +0.1 | evergreen | |
| Joke about keyboard use leading to jail | 1 | +0.1 | evergreen | |
| Open thread soliciting business ideas for getting rich | 1 | +0.1 | evergreen | |
| Musing on tech executives adopting tough-guy personas | 1 | +0.1 | evergreen | |
| Open question on whether any investments remain worthwhile | 1 | +0.1 | evergreen | |
| Musing on aristocratic wealth requiring active management rather than passive income | 1 | +0.1 | evergreen | |
| Complaint that crypto posters are only non-Western shitcoin buyers | 1 | +0.1 | evergreen | |
| Debate over Scandinavian welfare provision versus capitalist wealth attainment | 1 | +0.1 | evergreen | |
| Question over current market cycle position | 1 | +0.1 | evergreen | |
| Trader laments net loss after fees on a trade | 1 | +0.1 | evergreen | |
| Off-topic weekend productivity advice thread | 1 | +0.1 | evergreen | |
| 21-year-old Canadian seeks high-paying career path to achieve FIRE | 1 | +0.1 | evergreen |
israel / youtube 38 threads ▼ -1.5/day
| Story | Mentions | Δ/day | Novelty | |
|---|---|---|---|---|
| Reaction spam | 611 | 0 | evergreen | spike |
| Meta-complaint that board is only training AI rather than hosting real discussions | 39 | -0.5 | evergreen | |
| Questioning Ledger's use of an Israeli e-commerce partner for orders | 3 | -0.1 | evergreen | |
| Claim that a $2000 token is purchasable for $11.22 | 1 | 0 | evergreen | |
| Unnamed figure claimed 'right about everything' with no context | 1 | 0 | evergreen | |
| One-line reaction reply about effortless win | 1 | 0 | evergreen | |
| 'What just happened?' reaction to market move | 1 | 0 | evergreen | |
| Poster says life will begin in 3.1 years | 1 | 0 | evergreen | |
| Low-content thread asking if post belongs on /biz/ | 1 | 0 | evergreen | |
| Vague question about demand with no context | 1 | 0 | evergreen | |
| Generic pump exhortation thread | 1 | 0 | evergreen | |
| Admission of FOMO buying | 1 | 0 | evergreen |
biz / monday 36 threads ▲ +2.4/day
| Story | Mentions | Δ/day | Novelty | |
|---|---|---|---|---|
| Generic Sunday-evening anticipation thread for Monday market open | 5 | +0.3 | evergreen | |
| Low-content question thread | 1 | +0.1 | evergreen | |
| Complaint about rising escort prices | 1 | +0.1 | evergreen | |
| Empty greeting thread | 1 | +0.1 | evergreen | |
| Non-financial personal statement about social media engagement inequality | 1 | +0.1 | evergreen | |
| Rhetorical question on the utility of wealth beyond $1 million | 1 | +0.1 | evergreen | |
| Joke business idea for an AI that offends everyone simultaneously | 1 | +0.1 | evergreen |
syria / sestertii 35 threads ▲ +2.3/day
| Story | Mentions | Δ/day | Novelty | |
|---|---|---|---|---|
| Antisemitic dog-whistle asking who really runs the world | 1 | +0.1 | evergreen | |
| Low-content identity poll 'Which one are you?' with no image or context | 1 | +0.1 | evergreen | |
| Reaction to an unnamed figure evading consequences despite prior wrongful conviction | 1 | +0.1 | evergreen | |
| Greentext roleplay of a Roman trader losing sestertii on Syrian tax contracts | 1 | +0.1 | evergreen |
bitcoin / btc 34 threads ▲ +2.3/day
| Story | Mentions | Δ/day | Novelty | |
|---|---|---|---|---|
| Asking how much passive income is needed to escape work | 1 | +0.1 | evergreen | |
| Poster celebrates reaching 850 FICO 8 credit score | 1 | +0.1 | evergreen | |
| Open question on the origin of money | 1 | +0.1 | evergreen | |
| Speculation whether 'Cyberleek' figure revives crypto rally or brings octobear | 1 | +0.1 | evergreen | |
| Developer seeks feedback on Tor-accessible BTC auction site Sell To U | 1 | +0.1 | breaking | |
| Schizo-style BTC timeline predicting drop to 40K by New Year | 1 | +0.1 | evergreen | |
| Dare to all-in TFSA on ketamine stock NRXP | 1 | +0.1 | evergreen | |
| Begging post soliciting 0.012 BTC compensation for a failed promise, wallet address included | 1 | +0.1 | evergreen | |
| Mocking claim that AI cannot build an idealized perfect cryptocurrency | 1 | +0.1 | evergreen |
qnt / quant 34 threads ▼ -1.6/day
whale james / roaring kitty 30 threads ▲ +2.0/day
| Story | Mentions | Δ/day | Novelty | |
|---|---|---|---|---|
| Confusion over unexplained broad market selloff | 1 | +0.1 | developing | |
| Reaction spam mocking traders | 1 | +0.1 | evergreen | |
| Hashtag campaign to free 'Whale James' | 1 | +0.1 | evergreen | |
| Roaring Kitty livestream takeaways favoring consumer staples and brands over crypto | 1 | +0.1 | breaking |
kurumi / rddt 29 threads ▼ -0.1/day
| Story | Mentions | Δ/day | Novelty | |
|---|---|---|---|---|
| User accuses moderators of deleting a specific thread and uses genocidal rhetoric | 1 | -0.1 | evergreen | |
| Reverse-psychology request to report a thread glorifying suicide | 1 | -0.1 | evergreen | |
| Reaction bait asking how to refute a post 'without sounding poor and mad' | 1 | -0.1 | evergreen | |
| Slur-laden hypothetical about starting a restaurant | 1 | -0.1 | evergreen | |
| Complaint that mocking threads about a heavily-shilled shitcoin are deleted while promo threads remain | 1 | +0.1 | evergreen | |
| Incoherent rant accusing Reddit leadership and RDDT buyers of association with Epstein | 1 | +0.1 | evergreen |
xrp / infowars 29 threads ▼ -1.9/day
| Story | Mentions | Δ/day | Novelty | |
|---|---|---|---|---|
| XRP holders credited with helping recover the old Infowars studio | 2 | -0.1 | evergreen | |
| Anonymous trader who called himself 'the House with asymmetric information' mocked | 1 | -0.1 | evergreen | |
| One-line question asking how to get rich with 300k | 1 | -0.1 | evergreen |
xrp / xrpl 28 threads ▲ +0.7/day
| Story | Mentions | Δ/day | Novelty | |
|---|---|---|---|---|
| XRP Ripple general discussion and trading information | 30 | 0 | evergreen | |
| XRP Schizo General community thread continuation | 16 | 0 | evergreen | |
| XRP Schizo General buying guide and resource thread #2561 | 12 | -0.2 | evergreen | |
| Ripple-backed Evernorth SPAC merger puts 473 million XRP treasury on Nasdaq as XRPN from October 12 | 6 | +0.4 | developing | |
| Brad Garlichouse Ripple CEO XRP NASDAQ listing announcement | 4 | 0 | evergreen | |
| Alex Jones claims governments plan to confiscate XRP | 3 | 0 | developing | |
| XRP/BTC trading pair warning issued | 2 | 0 | evergreen | |
| Elon Musk signals interest in XRP | 2 | 0 | breaking | |
| Ari Juels announced as speaker at Ripple Swell | 2 | 0 | breaking | |
| Anonymous questions who sold 2.1% of unnamed token for $1,300 | 1 | 0 | evergreen | |
| XRP usage decline indicated by reduced token burn rate | 1 | 0 | developing | |
| XRP Ripple CEO profile picture change sparks college athletics sponsorship speculation | 1 | 0 | breaking |
markets / rant 26 threads ▲ +1.7/day
| Story | Mentions | Δ/day | Novelty | |
|---|---|---|---|---|
| Frustrated outburst over unclear market direction | 1 | +0.1 | evergreen | |
| B-rated corporate bonds yielding 15% mocked as clown world | 1 | +0.1 | developing | |
| Trader collects 12% APY while awaiting market crash | 1 | +0.1 | evergreen | |
| Claim that one stock's dump moves the whole market, calling it manipulated | 1 | +0.1 | evergreen | |
| Market-wide dump sparks WWIII speculation | 1 | +0.1 | developing | |
| Thread soliciting recent market top signals | 1 | +0.1 | evergreen |
📈 Significant changes — what's moving right now
Stories whose mention rate changed most vs their own prior baseline. The rule: one new thread is noise — about 5+ new threads/day on a topic is a real shift (marked ●). Ranked by absolute Δ threads/day.
Entities spiking across multiple boards
The same named thing discussed on more than one board — usually the biggest stories. Click a chip to explore it.
📅 Activity · thread volume (last 10 weeks)
Each cell = one day. Darker = more threads scraped. Hover for counts.