I've spent the last few months reporting this piece about Pornhub. What most people don't realize is that it's infested with rape videos. I talked to child trafficking survivors whose rape videos the company had distributed and monetized. Unconscionable:

1) Looks like Trump KNEW what the coup plotters were plotting on the 6th, so he arrived an hour late to the stage, and talked longer than he intended, before he asked MAGA to walk peacefully down Pennsylvania Avenue to the Capitol.

He also didn't walk WITH them as he promised.

1/ Jassa Singh Ahluwalia & his role in the history of Shri Harmandir Sahib (A Thread)

2/ Jassa Singh was born in 1720/21 at a village called Ahlu in the Lahore District of Punjab.

3/ Jassa Singh was educated in Delhi, in Persian, Arabic & more, under the care & supervision of Mata Sundari Ji.

Mata Sundari Gurdwara in Delhi.

4/ In 1733, Jassa Singh's mama, Thag Singh (ਤਾਗ ਸਿੰਘ), requested Mata Sundari Ji's permission to take Jassa Singh back to Punjab.

5/ At first Mata Ji refused but eventually gave permission for Jassa Singh to go with his mama, giving Jassa Singh a blessing and weapons, informing him, it was now the right time to take up arms.

1/ Productivity tip: when I keep procrastinating on something I often trick myself by saying, "ok just work on it for the next 20 minutes" or some short period of time, "and then you can chill/relax guilt free" and give myself some treat (sugar, netflix, etc)

2/ Usually at the 20 minute mark (sometimes I set a timer) I'm so engrossed in what I'm doing that I don't want want to stop and end up working on it for the next hour or two. But getting started seems to be the hardest part.

3/ Key to this: you have to actually be ok with stopping after 20 minutes and being guilt free if that's how you feel. So it's not a trick, i have the option every time, I just often don't want to use it once i'm in the zone.

This post is pretty bizarre, but it manages to hit on so many false beliefs that I've seen hurt junior data scientists that it deserves some explicit

(1) The notion that R is well-suited to "building web applications" seems totally out of left field. I don't feel like most R loyalists think this is a good idea, but it's worth calling out that no normal company will be glad you wrote your entire web app in R.

(2) It is true that Python had some issues historically with the 2-to-3 transition, but it's not such a big deal these days. On the flip side, I have found interesting R code that doesn't run in modern R interpreters because of changes in core operations (e.g. assignment syntax).

(3) "Most of the time we only need a latest, working interpreter with the latest packages to run the code" -- this is where things get real and reveal some things that hurt data scientists. If this sentence is true, it's likely because you don't share code with coworkers.

(3) Really is a broader issue in data science: people only think of what they need to do their work if no one else existed and code was never maintained. Junior data scientists almost always operate on projects they start from scratch and don't have to maintain for long.