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📰 Read the latest analysis articles0 ingests/hr · 54497/24h
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4 failed/24h
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 7-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.
thread 77 threads ▲ +19.1/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 | evergreen |
bitcoin / btc 37 threads ▼ -2.0/day
biz / monday 36 threads ▼ -8.6/day
| Story | Mentions | Δ/day | Novelty | |
|---|---|---|---|---|
| Generic Sunday-evening anticipation thread for Monday market open | 5 | -0.3 | evergreen | |
| Low-content question thread | 1 | -0.3 | evergreen | |
| Complaint about rising escort prices | 1 | -0.3 | evergreen | |
| Empty greeting thread | 1 | -0.3 | evergreen | |
| Non-financial personal statement about social media engagement inequality | 1 | -0.3 | evergreen | |
| Rhetorical question on the utility of wealth beyond $1 million | 1 | -0.3 | evergreen | |
| Joke business idea for an AI that offends everyone simultaneously | 1 | -0.3 | evergreen |
whataburger / avalanche 35 threads ▼ -8.3/day
| Story | Mentions | Δ/day | Novelty | |
|---|---|---|---|---|
| Temptation to buy an expensive watch | 1 | 0 | evergreen | |
| Ask whether wealth attracts formerly friend-zoned women | 1 | 0 | evergreen | |
| Off-topic fitness comment about a woman | 1 | 0 | evergreen | |
| Questioning the ethics of 'Christian' billionaires | 1 | 0 | evergreen | |
| Paranoid claim of being blacklisted after neighbor dispute | 1 | 0 | evergreen | |
| Reaction meme phrase 'Haters Gonna Hate' | 1 | 0 | evergreen | |
| Racist remark about a country with no financial relevance | 1 | 0 | evergreen | |
| Crypto-wealthy 30-year-old asks how to find a marriage partner without wage work | 1 | -0.3 | evergreen | |
| One-line claim that superintelligence is doomed | 1 | -0.3 | evergreen | |
| Discussion of whether brilliant jerks harm companies | 1 | -0.3 | evergreen | |
| User asks how to quickly make $20 for a Whataburger meal | 1 | -0.3 | evergreen | |
| Generational mockery thread about boomers and their children | 1 | -0.3 | evergreen |
stocks / meme coins 32 threads ▲ +1.1/day
| Story | Mentions | Δ/day | Novelty | |
|---|---|---|---|---|
| Newcomer asks how to learn stock and meme coin trading | 7 | -0.3 | evergreen | |
| Debate over whether stocks or crypto is the superior wealth-creation tool | 6 | 0 | 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 | evergreen | |
| User asks what Near Protocol is | 3 | -0.3 | evergreen | |
| Claimed GameStop acquisition of eBay for $55.5B | 2 | 0 | breaking | |
| Nostalgia thread recalling the 2021 memecoin season | 2 | 0 | evergreen | |
| Google search suggestion 'macro lower high' posted as market commentary | 2 | 0 | evergreen | |
| Asking how to profit from human-like AI | 2 | 0 | 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 | -0.3 | evergreen | |
| Newcomer asks how to combine AI, quantum computing and cryptocurrency into a venture | 2 | 0 | evergreen |
whale james / roaring kitty 30 threads ▼ -8.6/day
| Story | Mentions | Δ/day | Novelty | |
|---|---|---|---|---|
| Confusion over unexplained broad market selloff | 1 | -0.3 | developing | |
| Reaction spam mocking traders | 1 | -0.3 | evergreen | |
| Hashtag campaign to free 'Whale James' | 1 | -0.3 | evergreen | |
| Roaring Kitty livestream takeaways favoring consumer staples and brands over crypto | 1 | -0.3 | breaking |
markets / rant 26 threads ▲ +7.4/day
| Story | Mentions | Δ/day | Novelty | |
|---|---|---|---|---|
| Frustrated outburst over unclear market direction | 1 | +0.3 | evergreen | |
| B-rated corporate bonds yielding 15% mocked as clown world | 1 | +0.3 | developing | |
| Trader collects 12% APY while awaiting market crash | 1 | +0.3 | evergreen | |
| Claim that one stock's dump moves the whole market, calling it manipulated | 1 | +0.3 | evergreen | |
| Market-wide dump sparks WWIII speculation | 1 | +0.3 | developing | |
| Thread soliciting recent market top signals | 1 | +0.3 | evergreen |
ethereum / trump 18 threads ▼ -5.1/day
| Story | Mentions | Δ/day | Novelty | |
|---|---|---|---|---|
| Slur-laden remark comparing 1987 Black Monday crash to Ethereum | 1 | -0.3 | evergreen | |
| Poster admits being wrong with no further context | 1 | -0.3 | evergreen | |
| Speculation on market impact if Trump loses the midterms | 1 | -0.3 | evergreen |
linux / samsung chromebook 14 threads ▲ +4.0/day
| Story | Mentions | Δ/day | Novelty | |
|---|---|---|---|---|
| Off-topic request for programming mentorship motivated by personal revenge | 1 | +0.3 | evergreen | |
| Non-financial joke post about lifting to attract a woman | 1 | +0.3 | evergreen | |
| Complaint that /biz/ advice quality is poor, with one copy-trading exception | 1 | +0.3 | evergreen |
ltc / litecoin 13 threads ▼ -0.3/day
| Story | Mentions | Δ/day | Novelty | |
|---|---|---|---|---|
| Vague teaser post about a car company citing patents | 1 | -0.3 | evergreen | |
| Antisemitic rant claiming 'goyim deserve to suffer' while withholding investment advice | 1 | +0.3 | evergreen | |
| Slur-laden claim that moderators censor anti-Litecoin threads | 1 | +0.3 | evergreen | |
| Claim that Vishnu will redeem Litecoin per village brahmin | 1 | +0.3 | evergreen |
markets / china 12 threads ▲ +3.4/day
| Story | Mentions | Δ/day | Novelty | |
|---|---|---|---|---|
| Speculation on when markets return to all-time highs | 1 | +0.3 | evergreen | |
| Comparison of current economy to 2008 crisis | 1 | +0.3 | evergreen | |
| Market bubble formation despite prevailing fear sentiment | 1 | +0.3 | evergreen | |
| Vague reaction thread claiming 'something is happening' | 1 | +0.3 | evergreen | |
| PHP exploit wave framed as precursor to a predicted 2027 'cyber pandemic' | 1 | +0.3 | developing | |
| Reaction to 'Buy Chinese tech stocks' advice | 1 | +0.3 | evergreen |
biz / wealth 10 threads ▲ +2.9/day
| Story | Mentions | Δ/day | Novelty | |
|---|---|---|---|---|
| User with low-mid 8-figure net worth asks how to scale to 9 figures | 1 | +0.3 | evergreen | |
| Lament about being stuck at 9-figure net worth | 1 | +0.3 | evergreen | |
| Poster asks at what age anons plan to achieve FIRE | 1 | +0.3 | evergreen | |
| Asking how to get rich while doing what you enjoy | 1 | +0.3 | evergreen |
stocks / regret 10 threads flat
| Story | Mentions | Δ/day | Novelty | |
|---|---|---|---|---|
| Anonymous scale-of-0-to-1 mood check thread | 1 | +0.3 | evergreen | |
| Complaint that pension contributions lose value as markets fall | 1 | +0.3 | evergreen | |
| Former millionaire at 30 recounts losses and vows to never rejoin the workforce | 1 | +0.3 | evergreen | |
| Trader nearly bankrupt after holding for blow-off top into midterms | 1 | +0.3 | evergreen |
xrp / xrpl 10 threads ▲ +1.7/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 | evergreen | |
| Ripple-backed Evernorth SPAC merger puts 473 million XRP treasury on Nasdaq as XRPN from October 12 | 6 | -0.6 | 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 |
mortgage loan officer / crypto com 9 threads ▼ -2.6/day
| Story | Mentions | Δ/day | Novelty | |
|---|---|---|---|---|
| Anon asks fastest track to a $200k+ salary | 1 | -0.3 | evergreen | |
| Anon asks how others hustle to make a living | 1 | -0.3 | evergreen | |
| Entrepreneurial role-play game thread for commission-only mortgage loan officers in a high-rate market | 1 | -0.3 | developing | |
| Criticism of consumers financing new cars into negative equity | 1 | -0.3 | evergreen | |
| Beginner asks which mainstream investment app to use | 1 | -0.3 | evergreen |
crypto / wall street 9 threads ▼ -1.4/day
| Story | Mentions | Δ/day | Novelty | |
|---|---|---|---|---|
| Argument that private-key ownership model disqualifies crypto from institutional acceptance | 2 | -0.3 | evergreen | |
| Thread polling /biz/ users on their investing discipline and routines | 1 | 0 | evergreen | |
| HVAC tradesman despairs over unreachable wealth despite six-figure savings | 1 | 0 | evergreen | |
| Hypothetical poll: could you retire right now on your current savings? | 1 | 0 | evergreen | |
| Weekly trading results check-in thread | 1 | 0 | evergreen | |
| Open question asking /biz/ which altcoins are worth buying | 1 | 0 | evergreen | |
| Vague 'future of finance' crypto hype post | 1 | 0 | evergreen | |
| Newcomer asks whether retail crypto trading can be profitable | 1 | 0 | evergreen | |
| Antisemitic slur embedded in crypto purchase pressure | 1 | 0 | evergreen | |
| Trader pleads to recover losses from $100k to $5k | 1 | 0 | evergreen | |
| Critique that tokenized equities still require NYSE market hours | 1 | -0.3 | evergreen | |
| Speculation that zoomer military drafts would fix the crypto market | 1 | -0.3 | evergreen |
financial system / us treasury bonds 8 threads ▲ +2.3/day
| Story | Mentions | Δ/day | Novelty | |
|---|---|---|---|---|
| Query on emergency cash holdings in case AI-linked actors hack the financial system | 2 | +0.6 | evergreen | |
| User facing wife's terminal brain cancer and pregnancy asks for financial help after losing insurance | 1 | +0.3 | evergreen | |
| Retiree asks whether to put $300,000 into 3-month US Treasury bills | 1 | +0.3 | evergreen | |
| User asks if spending $5,000 on travel next year is a good financial decision | 1 | +0.3 | evergreen | |
| Inflation explained as possible 'Jewish conspiracy' in question thread | 1 | +0.3 | evergreen |
major indexes / financial derivatives 8 threads flat
| Story | Mentions | Δ/day | Novelty | |
|---|---|---|---|---|
| Poster shares long-form realization that index trading is easy via long-term positive expectancy | 1 | -0.3 | evergreen | |
| Asking whether historical data can train a vibe-coded scalping app | 1 | -0.3 | evergreen | |
| Questioning the contradiction between trend-following and dip-buying advice | 1 | -0.3 | evergreen | |
| Hold-don't-sell rallying cry against hedge funds | 1 | -0.3 | evergreen | |
| Black Monday crash speculation thread | 1 | +0.3 | developing | |
| User asks why the market keeps rising | 1 | +0.3 | evergreen | |
| Bearish trader taunts that bulls are trapped and unable to liquidate bears | 1 | +0.3 | evergreen |
crypto / euro 7 threads ▼ -2.0/day
| Story | Mentions | Δ/day | Novelty | |
|---|---|---|---|---|
| Anon asks how to allocate a hypothetical $250k starting portfolio | 1 | -0.3 | evergreen | |
| Saver with $100k asks how to invest to stop working | 1 | -0.3 | evergreen | |
| Poster laments dissatisfaction despite low seven-figure net worth | 1 | -0.3 | evergreen | |
| User asks what investment is safe from quantum computing, asteroid mining, hyperinflation and demographic collapse | 1 | -0.3 | evergreen |
rh chain / robinhood 7 threads ▼ -2.0/day
| Story | Mentions | Δ/day | Novelty | |
|---|---|---|---|---|
| Appeal to identify an unnamed entrepreneur's next project for early entry | 1 | -0.3 | evergreen | |
| Claim of secret pre-announcement Robinhood chain native token | 1 | -0.3 | evergreen | |
| Claim that poster's coins are gangstalked and pulled to zero | 1 | -0.3 | 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.