ЁЯХ╡я╕ПтАНтЩВя╕П How Google's PageRank algorithm works

The PageRank algorithm gives each page a rating of its
importance, which is a recursively defined measure of importance, based on if important pages link to it.
It's recursive because the importance of a page refers back to the importance of other pages that link to it
Here's how it works in practice:
1тГг┬аWe start with some pages and crawl them for links
2тГг Each page has 1/N points (where N as the total number of pages)
3тГг Add points to each page for the amount of links to it, divided by the number
of links emanating from the sources of these links
4тГг If a page has no links redistribute its points equally among all the other pages
ЁЯФБ Repeat until the page points stabilise (what really happens repeating is that at each repetition there's a damping of the redistribution, but that's not easy to understand or explain ЁЯШЕ but you can imagine it as a "decay" of points being redistributed)

More from Tech

I think about this a lot, both in IT and civil infrastructure. It looks so trivial to тАЬfixтАЭ from the outside. In fact, it is incredibly draining to do the entirely crushing work of real policy changes internally. ItтАЩs harder than drafting a blank page of how the world should be.


IтАЩm at a sort of career crisis point. In my job before, three people could contain the entire complexity of a nation-wide companyтАЩs IT infrastructure in their head.

Once you move above that mark, it becomes exponentially, far and away beyond anything I dreamed, more difficult.

And I look at candidates and know-everythingтАЩs who think itтАЩs all so easy. Or, people who think we could burn it down with no losses and start over.

God I wish I lived in that world of triviality. In moments, I find myself regretting leaving that place of self-directed autonomy.

For ten years I knew I could build something and see results that same day. Now IтАЩm adjusting to building something in my mind in one day, and it taking a year to do the due-diligence and edge cases and documentation and familiarization and roll-out.

ThatтАЩs the hard work. ItтАЩs not technical. ItтАЩs not becoming a rockstar to peers.
These people look at me and just see another self-important idiot in Security who thinks they understand the system others live. Who thinks тАЬbadтАЭ designs were made for no reason.
Who wasnтАЩt there.
1. One of the best changes in recent years is the GOP abandoning libertarianism. Here's GOP Rep. Greg Steube: тАЬI do think there is an appetite amongst Republicans, if the Dems wanted to try to break up Big Tech, I think there is support for that."

2. And @RepKenBuck, who offered a thoughtful Third Way report on antitrust law in 2020, weighed in quite reasonably on Biden antitrust frameworks.

3. I believe this change is sincere because it's so pervasive and beginning to result in real policy changes. Example: The North Dakota GOP is taking on Apple's app store.


4. And yet there's a problem. The GOP establishment is still pro-big tech. Trump, despite some of his instincts, appointed pro-monopoly antitrust enforcers. Antitrust chief Makan Delrahim helped big tech, and the antitrust case happened bc he was recused.

5. At the other sleepy antitrust agency, the Federal Trade Commission, Trump appointed commissioners
@FTCPhillips and @CSWilsonFTC are both pro-monopoly. Both voted *against* the antitrust case on FB. That case was 3-2, with a GOP Chair and 2 Dems teaming up against 2 Rs.

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рд╣рд┐рдорд╛рд▓рдп рдкрд░реНрд╡рдд рдХреА рдПрдХ рдмрдбрд╝реА рдкрд╡рд┐рддреНрд░ рдЧреБрдлрд╛ рдереАредрдЙрд╕ рдЧреБрдлрд╛ рдХреЗ рдирд┐рдХрдЯ рд╣реА рдЧрдВрдЧрд╛ рдЬреА рдмрд╣рддреА рдереАредрдПрдХ рдмрд╛рд░ рджреЗрд╡рд░реНрд╖рд┐ рдирд╛рд░рдж рд╡рд┐рдЪрд░рдг рдХрд░рддреЗ рд╣реБрдП рд╡рд╣рд╛рдВ рдЖ рдкрд╣реБрдВрдЪреЗредрд╡рд╣ рдкрд░рдо рдкрд╡рд┐рддреНрд░ рдЧреБрдлрд╛ рдирд╛рд░рдж рдЬреА рдХреЛ рдЕрддреНрдпрдВрдд рд╕реБрд╣рд╛рд╡рдиреА рд▓рдЧреАредрд╡рд╣рд╛рдВ рдХрд╛ рдордиреЛрд░рдо рдкреНрд░рд╛рдХреГрддрд┐рдХ рджреГрд╢реНрдп,рдкрд░реНрд╡рдд,рдирджреА рдФрд░ рд╡рди рджреЗрдЦ рдЙрдирдХреЗ рд╣реГрджрдп рдореЗрдВ рд╢реНрд░реАрд╣рд░рд┐ рд╡рд┐рд╖реНрдгреБ рдХреА рднрдХреНрддрд┐ рдЕрддреНрдпрдВрдд рдмрд▓рд╡рддреА рд╣реЛ рдЙрдареАред


рдФрд░ рджреЗрд╡рд░реНрд╖рд┐ рдирд╛рд░рдж рд╡рд╣реАрдВ рдмреИрдардХрд░ рддрдкрд╕реНрдпрд╛ рдореЗрдВ рд▓реАрди рд╣реЛ рдЧрдПредрдЗрдиреНрджреНрд░ рдирд╛рд░рдж рдХреА рддрдкрд╕реНрдпрд╛ рд╕реЗ рдШрдмрд░рд╛ рдЧрдПредрдЙрдиреНрд╣реЗрдВ рд╣рдореЗрд╢рд╛ рдХреА рддрд░рд╣ рдЕрдкрдирд╛ рд╕рд┐рдВрд╣рд╛рд╕рди рд╡ рд╕реНрд╡рд░реНрдЧ рдЦреЛрдиреЗ рдХрд╛ рдбрд░ рд╕рддрд╛рдиреЗ рд▓рдЧрд╛редрдЗрд╕рд▓рд┐рдП рдЗрдиреНрджреНрд░ рдиреЗ рдирд╛рд░рдж рдХреА рддрдкрд╕реНрдпрд╛ рднрдВрдЧ рдХрд░рдиреЗ рдХреЗ рд▓рд┐рдП рдХрд╛рдорджреЗрд╡ рдХреЛ рдЙрдирдХреЗ рдкрд╛рд╕ рднреЗрдЬ рджрд┐рдпрд╛редрд╡рд╣рд╛рдВ рдкрд╣реБрдВрдЪ рдХрд╛рдорджреЗрд╡ рдиреЗ рдЕрдкрдиреА рдорд╛рдпрд╛ рд╕реЗ рд╡рд╕рдВрддрдЛрддреБ рдХреЛ рдЙрддреНрдкрдиреНрди рдХрд░ рджрд┐рдпрд╛ред


рдкреЗрдбрд╝ рдФрд░ рдкреМрдзреЛрдВ рдкрд░ рд░рдВрдЧ рдмрд┐рд░рдВрдЧреЗ рдлреВрд▓ рдЦрд┐рд▓ рдЧрдП рдФрд░ рдХреЛрдпрд▓реЗрдВ рдХреВрдХрдиреЗ рд▓рдЧреА,рдкрдХреНрд╖реА рдЪрд╣рдХрдиреЗ рд▓рдЧреЗредрд╢реАрддрд▓,рдордВрдж,рд╕реБрдЧрдВрдзрд┐рдд рдФрд░ рд╕реБрд╣рд╛рд╡рдиреА рд╣рд╡рд╛ рдЪрд▓рдиреЗ рд▓рдЧреАредрд░рдВрднрд╛ рдЖрджрд┐ рдЕрдкреНрд╕рд░рд╛рдПрдВ рдирд╛рдЪрдиреЗ рд▓рдЧреАрдВ редрдХрд┐рдиреНрддреБ рдХрд╛рдорджреЗрд╡ рдХреА рдХрд┐рд╕реА рднреА рдорд╛рдпрд╛ рдХрд╛ рдирд╛рд░рдж рдкреЗ рдХреЛрдИ рдкреНрд░рднрд╛рд╡ рдирд╣реАрдВ рдкрдбрд╝рд╛редрддрдм рдХрд╛рдорджреЗрд╡ рдХреЛ рдбрд░ рд╕рддрд╛рдиреЗ рд▓рдЧрд╛ рдХрд┐ рдХрд╣реАрдВ рдирд╛рд░рдж рдХреНрд░реЛрдз рдореЗрдВ рдЖрдХрд░ рдореБрдЭреЗ рд╢реНрд░рд╛рдк рди рджреЗрджреЗрдВред

рдЬреИрд╕реЗ рд╣реА рдирд╛рд░рдж рдиреЗ рдЕрдкрдиреА рдЖрдВрдЦреЗрдВ рдЦреЛрд▓реА, рдЙрд╕реА рдХреНрд╖рдг рдХрд╛рдорджреЗрд╡ рдиреЗ рдЙрдирд╕реЗ рдХреНрд╖рдорд╛ рдорд╛рдВрдЧреАредрдирд╛рд░рдж рдореБрдирд┐ рдХреЛ рддрдирд┐рдХ рднреА рдХреНрд░реЛрдз рдирд╣реАрдВ рдЖрдпрд╛ рдФрд░ рдЙрдиреНрд╣реЛрдиреЗ рд╢реАрдШреНрд░ рд╣реА рдХрд╛рдорджреЗрд╡ рдХреЛ рдХреНрд╖рдорд╛ рдХрд░ рджрд┐рдпрд╛редрдХрд╛рдорджреЗрд╡ рдкреНрд░рд╕рдиреНрди рд╣реЛрдХрд░ рд╡рд╣рд╛рдВ рд╕реЗ рдЪрд▓реЗ рдЧрдПредрдХрд╛рдорджреЗрд╡ рдХреЗ рдЪрд▓реЗ рдЬрд╛рдиреЗ рдкрд░ рджреЗрд╡рд░реНрд╖рд┐ рдХреЗ рдорди рдореЗрдВ рдЕрд╣рдВрдХрд╛рд░ рдЖ рдЧрдпрд╛ рдХрд┐ рдореИрдиреЗ рдХрд╛рдорджреЗрд╡ рдХреЛ рд╣рд░рд╛ рджрд┐рдпрд╛ред

рдирд╛рд░рдж рдлрд┐рд░ рдХреИрд▓рд╛рд╢ рдЬрд╛ рдкрд╣реБрдВрдЪреЗ рдФрд░ рд╢рд┐рд╡рдЬреА рдХреЛ рдЕрдкрдиреА рд╡рд┐рдЬрдпрдЧрд╛рдерд╛ рд╕реБрдирд╛рдИредрд╢рд┐рд╡ рд╕рдордЭ рдЧрдП рдХрд┐ рдирд╛рд░рдж рдЕрд╣рдВрдХрд╛рд░реА рд╣реЛ рдЧрдП рд╣реИрдВ рдФрд░ рдЕрдЧрд░ рдпреЗ рдмрд╛рдд рд╡рд┐рд╖реНрдгреБ рдЬреА рдЬрд╛рди рдЧрдП рддреЛ рдирд╛рд░рдж рдХреЗ рд▓рд┐рдП рдЕрдЪреНрдЫрд╛ рдирд╣реАрдВ рд╣реЛрдЧрд╛редрдпреЗ рд╕реЛрдЪрдХрд░ рд╢рд┐рд╡рдЬреА рдиреЗ рдирд╛рд░рдж рдХреЛ рднрдЧрд╡рди рд╡рд┐рд╖реНрдгреБ рдХреЛ рдпреЗ рдмрд╛рдд рдмрддрд╛рдиреЗ рдХреЗ рд▓реАрдП рдордирд╛ рдХрд┐рдпрд╛ред рдкрд░рдВрддреБ рдирд╛рд░рдж рдЬреА рдХреЛ рдпреЗ рдмрд╛рдд рдЙрдЪрд┐рдд рдирд╣реАрдВ рд▓рдЧреАред