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Correlation 0.934(Nasdaq vs Commodities)

Intersting, but I doubt... Correlation 0.934 is too high! <script src="https://gist.github.com/Kouhei-Takagi/0054bce1cdbdba6ad467451ca5421b1a.js"></script>

Nasdaq vs Cacao,Copper,Silver,Gold,Sugar & Coffee (Corr. 0.8305)

Nasdaq,,, done Correlation result is 0.8305... I'll write test code... Nasdaq = Cacao * (Copper + Silver + Gold) - Sugar * Coffee main.py <script src="https://gist.github.com/Kouhei-Takagi/6efaa2dd834a1ff9aea3138a50fc9b15.js"></script> validation.py <script src="https://gist.github.com/Kouhei-Takagi/8e309e65b0aae4213464fffafb78bd30.js"></script>

Nikkei225 vs Cacao, Copper & Sugar(Corr. 0.687)

Nikkei225 vs Cacao, Copper & Sugar Correlation is 0.687. It is great, I did great work! <script src="https://gist.github.com/Kouhei-Takagi/34bfe423b3c73f2b17df0f68243b4caa.js"></script>

Nasdaq corr. 0.6597

Nasdaq Correlation with Cacao, Copper and Sugar(Corr.0.64978)

Nasdaq Correlation with Cacao, Copper and Sugar Nasdaq = (Cacao * 0.586) * (Copper ^ 2.528) - (Sugar ^ 3.965) Correlation score is 0.64978. <script src="https://gist.github.com/Kouhei-Takagi/6eb89fb0dc310df733ddab2491a55e72.js"></script>

Nasdaq = Cacao + Copper - Sugar?2(Corr. 0.636)(With ChatGPT4)

I admit ChatGPT as great. New Python code with ChatGPT4's help, shows correlation 0.636. I got this result in short time... ChatGPT and Machine Learning are great... Nasdaq = Cacao^1.15 + Copper^6.4 - Suger^2.698 I could not find it... <script src="https://gist.github.com/Kouhei-Takagi/6aa4e3d9343163f01d7bcb845edc9297.js"></script>

Nasdaq = Cacao + Copper - Sugar?

I applied to Nasdaq in below Python code. The result correlation is 0.5329... Not so bad... Before each prices were powered, it is important that Normaraization. 2024/4/3. Additional result is 0.5466. It is better. 2024/4/3. Furthermore Additional result is 0.5505. Hummm. Good. 2024/4/2. Python code 2024/4/3. Python code 2024/4/3. Python code 2nd

Cacao + Copper - suger = Nikkei225?

(cacao_close ** 0.31) + (copper_close ** 0.46) - (suger_close ** 0.37) This shows highest correlation with Nikkei 225. The value is 0.631. I did great work! I uploaded whole code in below github. https://github.com/Kouhei-Takagi/PythonAlmostEveryday/tree/main/VSNikkei

0.99^n

2024/3/30. 0.99^n I thought about 0.99^n. 0.99^n means 0.99 to the number n power. Number n is any positive number. If n is increased to big number, 0.99^n will be small number. Generative AI(ex. ChatGPT) is great tool now, but in the future, it will be worse because of 0.99^n. Generative AI will use what any Generative AI create. Because of it, the accuracy of them will be worse.

Article 9

2024/3/28. Article 9 Article 9 of the Japan Constitution has been unchanged for over 70 years from WW2. Article 9 is written about abandonment of army. Regardless of the intentions of the U.S. government at that time, Japan people have keep on protecting Article 9. Liberal Democratic Party in Japan(Jimin party) have keep on staying at the center of Japan politics over 70 years from WW2. In other words, Jimin party have protected Article 9. In view of it, Jimin party won’t change Article 9. There may be national election in near future, but it doesn’t matter whether Jimin party wins or not about changing Article 9. If Jimin party wins, Article 9 won’t be changed. If Jimin party loses, next ruling party can’t change Article 9 because of weakness of political foundation. Weakness of political foundation is due to its voter support base and the presence of some organizations. New ruling party won’t have large support from its voters, so that national referendum for changin

Expansion of difference in Economic scale

2024/3/26. Expansion of difference in Economic scale GDP shows economic scale, and the GDP difference shows how strong the country is. GDP per person is productivity of person. In Japan, population decline is proceeding. It will continue until A.D.2100. The expectation of population decline shows the population will be half of current population. In fact, I can’t escape this decline unless I escape from Japan. I feel that the difference of GDP between Japan and other countries will expand. Current Japan society is trying to keep the position, but in near future, it can’t keep. Then it will start throwing out weak people and companies. Negative interest rates cancellation accelerates it. Humm. I hoped that I could stay in Japan. But it will be difficult for me.

Fujitsu

2024/3/24. Fujitsu I read this news. Fujitsu commits to Europe, but says UK pullback may yet hit finances https://www.reuters.com/business/fujitsu-commits-europe-says-uk-pullback-may-yet-hit-finances-2024-01-31/ I remembered Fujitsu HR interview 13-14 years ago.(Fujitsu didn’t hire me.) I was said that “Why did you choose Fujitsu based on your education background?” My education background is graduate school in science(Master degree). At that time, I thought Fujitsu like to hire Doctor degree. But after some years, I found that the HR’s saying means. In their minds, high class college students are better than graduate students. Fujitsu HR, why do you think so? Fujitsu HR didn’t have common sense, so that Fujitsu’s saying has lightweight.

Strong light makes deep darkness

2024/3/23. Strong light makes deep darkness I saw Shohei Ohtani and his ex-interpreter Ippei Mizuhara news. MLB launches investigation into Ohtani, ex-interpreter following theft allegations https://www.reuters.com/sports/baseball/mlb-launches-investigation-into-ohtani-ex-interpreter-following-theft-2024-03-22/ The reaction for the news reveals interesting difference between USA and Japan. (USA) FBI and MLB try to find what has happened. (Japan) Ex-interpreter Ippei Mizuhara is bad people. Shohei Ohtani is clean people. (My opinion) I don’t know what truth is and I don’t have much interest in Baseball. But I imagine that Shohei Ohtani and Ippei Mizuhara might bet illegal bet together. Because things were about to get out of hand, Ippei Mizuhara was forced to take all the blame.

3 wise monkeys

2024/3/18. 3 wise monkeys Recently, I feel something sad about Japan society. Japanese become 3 wise monkeys… Three wise monkeys https://en.wikipedia.org/wiki/Three_wise_monkeys I don’t think they are wise. If evils are in 3 monkeys’ mind, what should they do? Japanese prefer to pretend not to meddle in real and open world. Instead of the tendency, they prefer to meddle in online or closed world.