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Using ARIMA to Predict Bitcoin Prices in Python in 2023??In this paper we propose a new approach for forecasting the cryptocurrency time series, which combines the fuzzy transform and the fuzzy inference system. For time-series data, it is better to use the Auto Regressive Integrated Moving Average, or ARIMA Models. ARIMA. ARIMA is actually a class of models that '. Many di erent cryptocurrency price prediction methods cover purposes, such as forecasting a one-step approach that can be done through time series analysis.