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Coin: FWWaCkiZM7RtwepEk8Y123rKXGKgqu4tEQ7bXbk7pump
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TRADE BOT UNIVERSITY (BOTU18): TRADE BOT UNIVERSITY DAY 18 from math import log as ln def scale_calculus(r=1.30): s=ln(r) return f"Lesson 34: s=ln(r)={s:.4f} → Green Arrow Edge | Trade the tokens that point UP" print(scale_calculus()) import math def total_scale_change(price_series): """ 2/8: Master Chaining. Multiple r's chain as product: r_total = r1 * r2 * r3 Multiple s's chain as sum: s_total = s1 + s2 + s3 """ log_returns = [] for i in range(1, len(price_series)): # Use previous primitive ln_r = math.log(price_series[i] / price_series[i-1]) log_returns.append(ln_r) total_ln_r = sum(log_returns) # Reconvert: P_final = P_initial * exp(s_total) total_gross_return = math.exp(total_ln_r) return total_ln_r, total_gross_return # Example pump-and-dump cycle prices = [100, 150, 120] # P_1/P_0: 1.5, ln(1.5)=0.405 # P_2/P_1: 0.8, ln(0.8)=-0.223 # s_total: 0.182. P_final/P_initial = 1.20, exp(0.182) = 1.20 s_total, r_total = total_scale_change(prices) FIND OTHER LESSONS ON SCALE CALCULUS: F4D5iQUoA67qkB4KCsbECoaxhhUtVcCy9ZzK3tjHAZru JgKkpaVMse7nhhJt7kwr7B2R4xS7JASgkTS2FGPpump 5YQFcsxuoSSFa2nMBSvWgMBPUVywtm76X919RF6Tpump dGr7yvu7GBTGMs22eZMrM2biMEXZETviFzATnNvpump E5AZ2ntCwnzeW2RZKnEmE8Ko5nQfEhAk5T47s3fApump HnLT6rJnJymm8KmDuPcnnYDedEPwa29GSjmvLhe9pump 6i1mNEmafKhTGrNjPv9L14q75bQuYZAGP3zSfBygpump BpqsvmWEZRSwrAptrrdzBtGGhVLen6Byz6BLH9iTpump Dzkcf3q4u3L7P81zbeZbTAU3kFvMekNrRmsSgt5Zpump BpqsvmWEZRSwrAptrrdzBtGGhVLen6Byz6BLH9iTpump 7oyovJGs2VjU13aqdXdSa3vYVEPH3bc8uQF4aRR4pump 6UrxCvSJcKQi7hM39axYEvhoGy8YxyZfUFRqHubApump DUABnYJk1ab76Cn7FSH9jfHXCsiZSFiZjpZxTCR3pump 6wQhEVmjB2WzbxtNKJBfSQqCgTiJ5bvou83aUzGHpump BOX SET COMPLETION: Gkc1swosS1wRmB88TfmRP5HjdVLY3HK5kNdna3dtpump
Insults, Unwanted Sexual Content & Graphic Objectification, Unwanted NSFW & Graphic Content, Violent Event Denial, Targeted Harassment and Inciting Harassment
Child sexual exploitation, grooming, physical child abuse, underage user
Encouraging, promoting, providing instructions or sharing strategies for self-harm.
Graphic Content, Gratuitous Gore, Adult Nudity & Sexual Behavior, Violent Sexual Conduct, Bestiality & Necrophilia, Media depicting a deceased individual.
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