โฝ๐ 6 Python Libraries Every FIFA World Cup 2026 Data Analyst Should Know
Football is more than goals and trophies.
Behind every match, there's data waiting to be analyzed with Python.
Here are 6 libraries every football data enthusiast should know ๐
Instead of watching an hour of Netflix, watch this 2-hour Stanford lecture on AI careers. It will teach you more about winning in the AI race than all the AI content youโve scrolled past this year.
Charlie Mungerโs 1998 Harvard speech is the ultimate cheat code for life.
He compressed 74 years of billionaire wisdom into just 30 minutes.
Most people spend four years in college and learn less than whatโs in this video.
Save this video, you will come back to this.
This 2 hour Stanford lecture will teach you more about how LLMs like ChatGPT & Claude are built than most people working at top AI companies learn in their entire careers.
Bookmark this & give 2 hours today, no matter what. It'll be the most productive thing you do this week.
Let's laugh away our stress with ants.
1. 5 ants + 5 ants = Tenants.
2. To bring ant from another country into your country = Important.
3. Ant that goes to school = Brilliant.
4. Ant that's looking for a job = Applicant.
5. A spy ant = Informant.
6. A very little ant = Infant.
7. Ant that has a gun = Militant
8. Ant that is fat = Abundant. 8. Ant that is a specialist = Consultant ๐
9. A proud ant = Arrogant ๐ค
10. Ant that is cruel and oppressive = Tyrant
11. Ant that is friendly and lovely = Coolant
12. Ant that changed from evil to good deeds = Repentant
13. Ant that accumulated so much food in winter for summer = Abundant
14. Ant that doesn't need a change: Reluctant
15. An ant that keeps financial account = Accountant
16. Ant that occupies a flat = Occupant.
17. Very big ant = Giant
18. The best ant = Excellant ๐
19. Big ant = Elephant
20. Ant that is important = Significant
21. A sarcastic Ant = Mordant
22. An extremely fast ant = Instant
23. Shouting Ant = Rant
24. An ant that keeping changing = Constant.
25. A dirty Ant = Pollutant
26. Any you don't like = Irritant
27. An ant ๐ causing pity - Poignant
28. An ant ๐ thatโs disgusting : repugnant
29. An ant ๐ attracting attention : flamboyant
30 A nice smelling ant ๐: fragrant
Don't stop.... Add yours...
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Bayesโ theorem is probably the single most important thing any rational person can learn.
So many of our debates and disagreements that we shout about are because we donโt understand Bayesโ theorem or how human rationality often works.
Bayesโ theorem is named after the 18th-century Thomas Bayes, and essentially itโs a formula that asks: when you are presented with all of the evidence for something, how much should you believe it?
Bayesโ theorem teaches us that our beliefs are not fixed; they are probabilities. Our beliefs change as we weigh new evidence against our assumptions, or our priors. In other words, we all carry certain ideas about how the world works, and new evidence can challenge them.
For example, somebody might believe that smoking is safe, that stress causes mouth ulcers, or that human activity is unrelated to climate change. These are their priors, their starting points. They can be formed by our culture, our biases, or even incomplete information.
Now imagine a new study comes along that challenges one of your priors. A single study might not carry enough weight to overturn your existing beliefs. But as studies accumulate, eventually the scales may tip. At some point, your prior will become less and less plausible.
Bayesโ theorem argues that being rational is not about black and white. Itโs not even about true or false. Itโs about what is most reasonable based on the best available evidence. But for this to work, we need to be presented with as much high-quality data as possible. Without evidenceโwithout belief-forming dataโwe are left only with our priors and biases. And those arenโt all that rational.
๐ฌ Top 50 Movies of 2025 (so far)
1. F1 The Movie
2. Sinners
3. Superman
4. Thunderbolts
5. How to Train Your Dragon
6. Warfare
7. Predator: Killer of Killers
8. Mission Impossible: Final Reckoning
9. 28 Years Later
10. Companion
11. The Gorge
12. Ballerina
13. Bring Her Back
14. K-Pop Demon Hunters
15. Final Destination: Bloodlines
16. Novocaine
17. The Accountant 2
18. Mickey 17
19. Last Breath
20. My Fault: London
21. Nonnas
22. Karate Kid: Legends
23. Lilo and Stitch
24. Den of Thieves 2
25. Death of a Unicorn
26. Jurassic World Rebirth
27. Black Bag
28. The Life List
29. Elio
30. One of Them Days
31. Heart Eyes
32. The Monkey
33. Dog Man
34. A Minecraft Movie
35. A Working Man
36. Until Dawn
37. Echo Valley
38. The Amateur
39. Wolf Man
40. You're Cordially Invited
41. Flight Risk
42. Drop
43. Havoc
44. Back in Action
45. Capt. America Brave New World
46. The Electric State
47. Snow White
48. Madea's Destination Wedding
49. High Rollers
50. The Woman in the Yard