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Fascinating data, though I think you’re underweighting the meta-coherence of semiotic feedback loops embedded in Reddit’s memetic substructure. In my own experience (PhD candidate in Behavioral Quantometrics, former junior VP of Sentiment Volatility at an unnameable bulge-bracket firm), the key driver here is not narrative per se, but the recursive self-referentiality of the narrative’s tone-indexed entanglement with crowd heuristics. Reddit’s IQ-adjusted engagement elasticity, particularly under conditions of asymmetrically distributed FOMO shocks, exhibits clear signs of what I call Schrödinger’s Due Diligence: the more you observe the DD, the less it exists. To your point on “polish contrarianism,” I’ve found that ostentatious mediocrity, expressed with just enough obfuscatory jargon to evade superficial scrutiny, consistently outperforms authentic insight — precisely because it satisfies the tribe’s preference for what I term Comfortable Dissonance™. Finally, with respect to your metrics, I suggest augmenting upvote velocity with the Inverse Sentiment Derivative (ISD), a proprietary indicator I devised by applying Laplace transforms to downvote arcs over normalized narrative half-lives. Happy to share the white paper if you’re interested, but frankly it’s mostly Greek letters and vibes. TL;DR — Reddit isn’t irrational; it’s just operating at a higher-order irony equilibrium most market participants fail to model correctly. Hope this helps.

Mentions:#DD#ISD

Nah my bad I assumed ISD without clarifying. Also if your bonus was only $5k AUD then that likely isn’t enough to make a minimum downpayment.

Mentions:#ISD
r/wallstreetbetsSee Comment

ISD down Gold up 10 year yield up in 3... 2... 1...

Mentions:#ISD
r/investingSee Comment

Id look into a golden visa in Europe or an investment visa you could buy/ invest in a foreign market to get access to a way out, and diversify yourself out of ISD

Mentions:#ISD
r/wallstreetbetsSee Comment

I disagree. > The repercussions for China of such an offloading would be worse. An excess supply of U.S. dollars would lead to a decline in USD rates, making RMB valuations higher. It would increase the cost of Chinese products, making them lose their competitive price advantage. China may not be willing to do that, as it makes little economic sense.  This only makes sense in a scenario where China assumes there is meaningful trade to be made with the US, something that 🥭 just made sure won't happen anymore. Whole not exporting to the US anymore would definitely hit China, they wouldn't care about the ISD-RMB relation anymore, would dump their US treasuries. With more and more countries doubting the USD's reliability as a reserve currency, many might replace their holding with EU & UK bonds, devaluating the RMB (which none will see as a reserve currency because of financial repression)  against these now more important currencies for the Chinese.

Mentions:#ISD#EU#UK
r/wallstreetbetsSee Comment

Depending on the IT job, why? Plenty of enterprise and / or lives at risk tier IT work requires knowledge and job experience equivalent to a PhD if not an MD. Quality IT work is scalable, which in medicine is only the case in research and development. Top issues in medical care IT have been substandard pay, making everyone call middle management "Dr." (despite no longer practicing), and treating IT like a cost center / customer service desk instead of infrastructure as critical as running water and electricity. Granted, I do enterprise networking, and medical care IT has the worst reputation with us. Like K-12 ISD education has better budgets and working conditions.

Mentions:#MD#ISD
r/wallstreetbetsSee Comment

He will. He already did once with the tweet, netting 150 million ISD.

Mentions:#ISD
r/wallstreetbetsSee Comment

https://preview.redd.it/wufc90863ouc1.jpeg?width=1284&format=pjpg&auto=webp&s=54f9a6619d32ec068eaca6359b3c084870953b1f ISD (Inverse Spiky Dick) Pattern Confirmed - 520 EOD

Mentions:#ISD
r/wallstreetbetsSee Comment

You guys think the JPY/USD rate will stay steady or will the ISD get stronger vs the yen?  Got a trip coming up and current exchange rate hasn’t been seen since the 80s

Mentions:#ISD
r/wallstreetbetsSee Comment

And what's Coinbase volume for BTC compared to say, Binance? And the other foreign CEXs? ETPs aren't trading Bitcoins you dumb shit, people are buying shares of the ETPs and those ETPs are tracking the price of Bitcoin. USD flowing into ETPs != ISD flowing into BTC. I wouldn't expect soneone buying magic beans to understand what's actually happening though. To the moon amirite??

Mentions:#ISD
r/wallstreetbetsSee Comment

I just googled top schools districts in Dallas and randomly selected Carroll ISD. Selected a random house (1004 Brazil Dr. Southlake, TX 76092) Went to Terrant Counties tax office and when I look at all the years, it presents a link to “Payment History / Receipts” Looks like Mario has been paying almost 10K a year in property taxes since 2002. Am I reading that wrong? https://taxonline.tarrantcounty.com/TaxPayer/Accounts/AccountDetails?TaxAccountNumber=00006578276&SortOrder=1&DisplayYear=2#

Mentions:#ISD
r/investingSee Comment

>I’m thinking instead of VTSAX, invest the mega backdoor contribution into VOO for a little bit of variety That's the opposite of "variety" as VTSAX fully includes VOO (plus a lot more). Adding variety to brace would be going outside the US and/or going outside stock based investments. >VIGIX (growth), Long term tends to favor (small and) value, not (large and) growth. >VIIIX (international) VIIIX ISD the S&P 500, which is completely US, not international.

r/pennystocksSee Comment

This is what is driving the C-Bond "CBNT" stock. https://www.campussafetymagazine.com/news/texas-schools-must-install-window-security-film/ Re: C-Bond, ballistic glass treatment. C-Bond has so far contracted with 6 Texas independent school districts (ISD) out of more than 1,000 ISDs across Texas. More than 993 ISDs must select a ballistic glass treatment contractor by Aug 23. About 15 companies provide and I install ballistic film for glass. Only C-Bond offers a means to strengthen the underlying glass + ballistic film.

Mentions:#CBNT#ISD
r/investingSee Comment

ISD. Ask your 401k provider before you try to do it.

Mentions:#ISD
r/wallstreetbetsSee Comment

I am a bot. You submitted a picture of a banned ticker, ISD. The market cap of ISD is **426,550,742** This check will fire if you included unnecessary pictures that have bad keywords/phrases. Repost with the useless pictures omitted if you did that.

Mentions:#ISD
r/wallstreetbetsSee Comment

I am a bot. You submitted a picture of a banned ticker, ISD. The market cap of ISD is **450,628,610** This check will fire if you included unnecessary pictures that have bad keywords/phrases. Repost with the useless pictures omitted if you did that.

Mentions:#ISD
r/wallstreetbetsSee Comment

Nah that ain’t sht! One of my rentals is worth $120k to the city and I pay $2600. I’m about to close a sale on it for $240k so the taxes will be $5600 for the first year without homestead. The 17 acres I live on have two different taxes. One is the Lorena ISD which is where I wanted my kids to go. I live in a different county, but in the school district, total cost in taxes? Probably 6k until I get my agricultural exemption back. Still better than living in Cali, where I was born. F, that place!

Mentions:#ISD
r/wallstreetbetsSee Comment

Why is jewelry valuable? Serves no functional purpose whatsoever. People just want to be seen as owning jewelry, which is intangible as hell. I guess it’s a use case beyond investment returns but why does that make the stock market fake? Are dividend paying stocks real because they have a tangible benefit (the dividend payment)? I think you’re trying to hold onto the value of things existing in the physical realm but we’ve moved past that centuries ago. Backing a dollar with gold does nothing to alter its functional purpose, which is exchange for goods. When the USD was backed by gold it worked exactly the same, and for many spans of time inflation was much higher for the gold backed ISD than it is even today.

Mentions:#ISD
r/wallstreetbetsSee Comment

I am a bot. You submitted a picture of a banned ticker, ISD. The market cap of ISD is **450628610** This check will fire if you included unnecessary pictures that have bad keywords/phrases. Repost with the useless pictures omitted if you did that.

Mentions:#ISD
r/wallstreetbetsSee Comment

I am a bot. You submitted a picture of a banned ticker, ISD. The market cap of ISD is **450628610** This check will fire if you included unnecessary pictures that have bad keywords/phrases. Repost with the useless pictures omitted if you did that.

Mentions:#ISD
r/wallstreetbetsSee Comment

Why is the majority of my tax bill ISD taxes? I don't have kids.

Mentions:#ISD
r/stocksSee Comment

Haha you thought 2008 was bad?!?! They stopped the entire global economy and then printed 2/3 of all ISD in 2 YEARS. Hahahah 2008 is miniscule compared to this lol

Mentions:#ISD
r/wallstreetbetsSee Comment

I am a bot. You submitted a picture of a banned ticker, ISD. The market cap of ISD is **450628610** This check will fire if you included unnecessary pictures that have bad phrases or a bad crop with news about cryptocoins, for example. Repost with the useless pictures omitted if you did that. Yell at /u/zjz if it's above 1 billion-ish market cap and not related to crypto/pennies/OTC.

Mentions:#ISD
r/wallstreetbetsSee Comment

If you’re worth 900MM GBP, are you a billionaire? Who decided ISD was the standard?

Mentions:#ISD
r/wallstreetbetsSee Comment

https://imgur.com/a/ISD39cT

Mentions:#ISD
r/wallstreetbetsSee Comment

https://imgur.com/a/ISD39cT

Mentions:#ISD
r/wallstreetbetsSee Comment

https://imgur.com/a/ISD39cT

Mentions:#ISD
r/wallstreetbetsSee Comment

I am a bot. You submitted a picture of a banned ticker, ISD. This check will fire if you included unnecessary pictures that have bad phrases or a bad crop with news about cryptocoins, for example. Repost with the useless pictures omitted if you did that. Yell at /u/zjz if it's above 1.5 billion-ish market cap and not related to crypto/pennies/OTC/SPACs.

Mentions:#ISD
r/stocksSee Comment

They let evergrande get out of control and now they're selectively deciding who to fuck. They knew exactly what was up. I'll give you a hint! Royneye to the front of the queue. Get ISD investment, do what you need, default and burn the debt!

Mentions:#ISD
r/stocksSee Comment

I believe Evergrande has a ISD payment due tomorrow. This can effect things.

Mentions:#ISD
r/wallstreetbetsSee Comment

AMC 30 ISD in Germany 🚀

Mentions:#AMC#ISD
r/wallstreetbetsSee Comment

Depends where you live. Like, honestly, I felt in Houston I was very fairly paid based on the cost of living. I highly recommend Houston if anyone is looking for a place to more where the salaries for professionals are high and the housing prices are low. And our pension is better than SS, but we also pay more into it, and if we leave, we leave with only what we put in plus 2% interest. They keep the part our employer put in, as well as the rest of the interest made. So some people just can't quit just because they know they'd lose everything. We don't qualify for SS in Texas (except in certain ISDs, I think, like Austin ISD, where they pay into both retirement systems, yet their salaries are less than mine, so I imagine the only thing keeping them alive is pure rage), so when I leave this job, rest of y'all will have an edge on me since I never paid into it. Might have to collect SS at 90 xD

Mentions:#ISD