Ignoring gamma is like hitting the gas pedal without checking how fast the car can actually accelerate. Respect the market's accelerator.
Trader Zod retweeted
Bioinformatics isn’t hard because of code
(with ChatGPT, you can write code much faster).
It’s hard because of decisions.
Thousands of tiny choices that shape your results. Here's a thread.
Trader Zod retweeted
Chick-fil-A's real estate team accepts less than 1% of franchise applicants and is equally selective about locations. Costco requires average household income above $100,000 in the trade area before they will even consider opening. Trader Joe's site selection process takes years for a single store.
These companies spend millions on demographic research before committing to a location. As someone who builds homes, I treat their work as free underwriting.
Here are the 9 retailers and restaurants whose presence tells me an area can support a new residential development:
1. Chick-fil-A. Strong household income, high traffic, family oriented demographics.
2. Costco: minimum population density floor and $100k plus household income required in their trade area. That is the same demographic profile that supports single family new construction.
3. Trader Joe's: targets are educated, higher income households in areas with strong community identity. Seeing an opening is one of the strongest signals a neighborhood has arrived.
4. H-E-B (or your regional grocery anchor): In Texas, when H-E-B commits to a new location, they have already studied projected rooftop counts for the next decade. Outside Texas, the equivalent is Publix, Wegmans, or whatever dominant grocer controls market share.
5. Starbucks: uses a proprietary analytics tool called Atlas to map traffic patterns, demographics, and proximity to other retailers. A cluster of two or three locations within a few miles tells you daytime population and commuter traffic is significant.
6. Target: site selection leans on household income from $50,000 to $120,000, which is the sweet spot for attainable housing buyers.
7. Home Depot or Lowe's: an existing base of homebuyers investing in their properties signals pride of ownership in the community, which supports new construction and resale values.
8. Dutch Bros: expanding aggressively with remarkably good site selecting targeting high growth suburban corridors with younger demographics and strong car traffic.
9. Whataburger / In-N-Out / Wawa: these cult quick service restaurants do not expand recklessly. In-N-Out will not open more than a day's drive from a distribution center. When they show up in a new market, they've done an incredible amount of homework.
When I drive a new market for first time, the retail and restaurant mix tells me more about the area than anything I could figure out sitting behind my computer.
Trader Zod retweeted
Dairy cows are extremely inbred.
More than 99% of the Holstein bulls used for breeding in the U.S. trace their paternal line back to two bulls born in the 1960s.
A tiny number of companies collect semen from bulls, genotype them, run statistical analyses, and then sell the "best-performing" semen to farmers around the world.
Because everyone buys from the same companies, a handful of bulls sire a huge share of calves. The Holstein breed's effective population size is (genetically) under 60. But this genetic selection process has increased milk yields per cow over the last few decades.
Trader Zod retweeted
We've got to finish & finish strong. Let's complete the assignment & win in the process. I don't care how tough it gets you've got to finish. I don't care what they say about u, finish. Finish whatever u start & don't start nothing u ain't gon finish. #CoachPrime
Trader Zod retweeted
Each cephalopod's chromatophore organ comprises an elastic sac containing pigment of different colors with a set of obliquely striated radial muscles. When excited, the muscles contract, expanding the chromatophore, enhancing that color
[📹 SaltyFlyTying]
Trader Zod retweeted
The flavour of life is pain and suffering.
Some try to mask the taste with hedonism.
But the most competitive humans alive simply became accustomed to the taste.
Infact... after a while.
You kind of like it.
Trader Zod retweeted
The world belongs to those who can keep doing without seeing the result of their doing.
Trader Zod retweeted
Our manuscript Bambu (led by @chenying927 and @Andresim8 and with @JonathanGoeke) is finally out here (nature.com/articles/s41592-0…)! Bambu presents a novel method that could accurately discover novel transcripts and perform context-aware quantification. 1/4
Trader Zod retweeted
PyComplexHeatmap: A Python package to visualize multimodal genomics data
onlinelibrary.wiley.com/doi/…
#Bioinformatics #Python #ComplexHeatmap #Heatmap #visualization #DataScience
@wileymicrobio @wileyinresearch @WileyBiomedical
Trader Zod retweeted
Discipline is the key to success.
Absolutely is.
If you cannot force yourself to do something that you do not want to do, how are you ever gonna put yourself through the suffering required for greatness?
Trader Zod retweeted
Trading is a job where you get paid for your decisions, not your time.
You can spend hours in front of a your screen and still make $0.
Trader Zod retweeted
Read more about our tech here:
cell.com/cell/fulltext/S0092…



























