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07/01/2026

Pair Claude Circleboom to audit your past tweets on any topic: export your tweet history, filter by keyword/timeframe in Circleboom, then paste the set into Claude and ask for patterns, best hooks, winning formats, and what to stop doing. Instant content strategy.

Someone analyzed 5,039 hypergamy tweets on X and 3,499 profiles behind them.The results are not what you'd expect.đź§µFirst...
06/24/2026

Someone analyzed 5,039 hypergamy tweets on X and 3,499 profiles behind them.

The results are not what you'd expect.đź§µ

First, the basics.

11.3 million impressions. 130,000 likes. 18 days.

But here's the thing: the two most-liked tweets in the entire dataset aren't arguments or data.

They're ironic memes.

The algorithm doesn't reward conviction. It rewards ambiguity.

Women are almost entirely absent.

Only 2.6% of identifiable profiles are female. And of those, just 0.8% affirm hypergamy as real.

When women do engage, they deflect, mock, or counter-frame.

They're not part of this conversation. They're reacting to it.

Nigerian accounts are more analytical than American ones.

11% analytical tone vs. 4% in the US.

The sharpest take in the entire dataset came from Lagos:

"Hypergamy is for lower classes. For the upper class, it's assortative mating."

One sentence. Reframes everything.

Right-leaning accounts use blackpill/rage language at twice the rate of every other group.

But manosphere accounts — who've built an entire worldview around this — are the least angry of all.

Rage belongs to recent discoverers. Not true believers.

Now the most uncomfortable finding.

Grok appeared in this dataset 28 times. Every single response confirmed hypergamy as a biological fact. Zero counter-arguments.

Users started citing it as proof. "Grok confirmed it" became a rhetorical move.

Grok accidentally took a side.

44 tweets out of 4,895 pushed back.

That's it. Less than 1%.

Not because the argument is settled but because the architecture of this conversation doesn't reward disagreement.

Full report here 👇

https://medium.com//grok-thinks-hypergamy-is-real-it-said-so-28-times-no-one-asked-it-to-stop-502e97241358

Shocking (and not in a good way). This trend is bad for Reddit, bad for AI search, and bad for Google.It’s not sustainab...
06/04/2026

Shocking (and not in a good way). This trend is bad for Reddit, bad for AI search, and bad for Google.

It’s not sustainable. Expect manual actions a spam update to hammer sites gaming AI results.

04/02/2026

You can cross post the same video to TikTok, Instagram YouTube and Facebook.

Multiple platforms and multiple channels.

One video - 4 audience.

You can maximize your reach across multiple platforms and reach to a different audience segments.

Less effort, more reach.

"In the end, we will conserve only what we love; we will love only what we understand." 🌍❤️
02/25/2026

"In the end, we will conserve only what we love; we will love only what we understand." 🌍❤️

01/24/2026

History doesn’t reward the best speeches, it rewards the best math.

From Turing breaking Enigma to engineers tuning aircraft, tiny edges in accuracy and timing compound into “genius.”

Your life works the same way: 5% better decisions, made repeatedly, change everything.

The tough truth: most bad outcomes trace back to bad math.

We mis-price our time, underweight long-term compounding, guess instead of compute.

You already do math in every decision, you just do it unconsciously, sloppily, and then call the results “luck” or “fate.”

Math here isn’t school drills; it’s modelling.

You compress messy reality into something you can reason about. Every belief, business plan, essay, or product is a model.

You never act on reality itself, you act on your model of it. If your model is wrong, you pay the price.

All models are oversimplifications; progress comes from building ones that fail better.

Creativity is just model mutation: try a variation, stress it, discard what breaks, keep what holds.

That’s how scientists, founders, writers and engineers quietly produce breakthroughs.

To create real leverage, use the 7-step loop:

Distill what matters, Constrain what must be true, Compress into a simple structure, Compute outcomes, Criticize failures, Mutate assumptions, Select the version that fails least.

Run this loop on your life and work.

1. Liz Ann SondersLiz Ann Sonders stands out on X for delivering sharp, data-backed commentary on the economy and stocks...
01/05/2026

1. Liz Ann Sonders

Liz Ann Sonders stands out on X for delivering sharp, data-backed commentary on the economy and stocks.

Her posts feature detailed charts on sector performance, market breadth, key economic indicators, and long-term valuation signals

2. Charlie Bilello

Charlie Bilello delivers some of the most compelling, fact-based market commentary on X through clean, informative charts and concise insights.

His charts contextualize market moves with decades of data: asset returns, cycles, commodities, and debt.

3. 10-K Diver

10-K Diver brings a unique teaching style to X, turning core investing and compounding concepts into engaging, easy-to-follow threads that stick with you long after reading.

Perfect for investors who want to understand why things work, not just what to buy.

4. Peter Mallouk

Peter Mallouk delivers straightforward, no-nonsense insights on building and protecting wealth, blending sharp market commentary with timeless financial principles.

Balanced, his content helps investors stay focused on what actually compounds over time.

5. Brian Stoffel

Brian Stoffel excels at breaking down complex investing topics into clear, actionable lessons that make stock analysis feel approachable for everyday investors.

Ideal for investors who want to build real analytical confidence without hype.

6. The Chartist

The Chartist delivers proven, rules-based trading strategies with a strong emphasis on momentum, trend following, and disciplined ex*****on across global markets, particularly ASX and US equities.

His posts include backtests, equity curves & drawdown analysis.

7. Scott Redler

Redler delivers fast-paced, actionable technical analysis with a focus on key levels, moving averages, relative strength, and high-probability setups across major indices and growth stocks.

Best suited for short- to medium-term traders who rely on technicals.

8. Bora Ozkent

Bora Ozkent delivers candid, insightful commentary focused on Nasdaq and technology-driven investments, with a keen eye on emerging trends and broader market dynamics.

His posts dive into topics like AI integration in industries, autonomous tech adoption and etc.

9. SentimenTrader

SentimenTrader delivers disciplined, evidence-based analysis focused on market sentiment, using proprietary models for investor optimism, pessimism, and risks across stocks, sectors, commodities, and bonds.

An excellent complement to price-based analysis.

10. Brian Feroldi

Brian Feroldi turns dry financial concepts into bright, memorable visuals that simplify everything from profit margins and depreciation methods to valuation, operating leverage, and the rule of 72.

Perfect for visual learners and newer investors.

11. Lyn Alden

Lyn Alden delivers some of the most thoughtful and well-researched macro commentary on X.

A premier follow for investors who want to understand markets beyond short-term cycles.

12. Edwin Dorsey

Edwin Dorsey specializes in deep-dive exposés on questionable companies, uncovering promotional schemes, accounting red flags, and potential short opportunities thru detailed research.

Valuable for investors interested in shorts or forensic analysis.

13. Chris Kimble

Chris Kimble delivers clean, focused technical analysis centered on classic chart patterns, support/resistance tests, and multi-year inflection zones across stocks, sectors, commodities, and bonds.

Ideal for technically-minded investors with patience!

14. Linda Raschke

Linda Raschke shares decades of professional trading experience.

Her posts highlight timeless chart patterns, gap behavior, swing analysis, and market traps.

A legendary voice for traders who respect proven techniques.

15. S. Joseph Burns

Steve Joseph Burns blends practical technical analysis with a strong focus on trading psychology and risk management.

His posts feature clean visuals such as breakout patterns, moving average structures, and risk management cheat sheets.

16. Ian McMillan

Ian McMillan delivers sharp technical analysis focused on market breadth, relative strength, and key levels across indices, sectors, and ETFs.

His clean charts highlight trends, divergences, and momentum shifts, often paired with thoughtful questions.

17. Value Investigator

Value Investigator shares research-driven analysis focused on undervalued companies with strong long-term compounding potential.

His posts feature detailed threads on portfolio holdings, performance recaps, and contrarian ideas.

18. Bob Elliott

Bon Elliott brings hedge-fund-level macro analysis to X, breaking down global economic trends, labor markets, central bank policy, and asset price drivers with clear, data-backed charts.

His posts challenge overhyped narratives while grounding market moves.

19. Rekt Capital

Rekt Capital delivers cycle-based technical analysis focused on historical patterns, recurring market structures, and key prices across and major altcoins.

His posts break down halving cycles, dominance shifts, multi-year support and resistance zones.

20. Barry Ritholtz

Barry Ritholtz offers sharp, experienced commentary on markets, economics, and behavioral biases with a mix of data, humor, and no-nonsense advice.

A great follow for balanced, big-picture perspective from a veteran money manager.

X has quietly become one of the most powerful intelligence networks available to investors.

Below are 20 investment-focused Twitter accounts that consistently share thoughtful analysis, valuable data, and perspectives worth paying attention to.

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