Coding Duolingo’s Comeback #programming #duolingo #machinelearning #datascience #python #coding

I PREDICTED DUOLINGO’S RESURRECTION! 🦉📈

‪@duolingo‬ was about to reach 50 billion XP, but when would it happen? Using Python, web scraping, and time series forecasting, I attempted to predict the exact moment this milestone would be reached.

How I Did It:
1️⃣ Scraping Duolingo’s live XP counter with Playwright.
2️⃣ Analyzing the data to detect trends and patterns.
3️⃣ Applying forecasting models (ARIMA, Exponential Smoothing, and Facebook Prophet).

After running the models, I ended up with two predictions: one at 2:22 AM and another at 3:18 AM. The real milestone? Around 6 AM—just a few hours off!

📂 Code Available on GitHub: Duolingo Forecast
https://github.com/ChontaduroBytes/Du…
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https://buymeacoffee.com/chontadurobytes

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#Duolingo #Python #AI #MachineLearning #DataScience #TimeSeries #Forecasting #WebScraping #ARIMA #FacebookProphet #Playwright #Selenium #BeautifulSoup #BigData #DataAnalytics #Tech #Programming #PredictiveAnalytics #OpenSource #developer #devlog