Questions tagged [prophet]

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Which ML algorithm is suitable for a dataset that has seasonality and trend?

I have a small dataset from 2006 to 2023, I would like to predict monthly sales for the next year. This is my data: I already tried Prophet and NeuralProphet, but unfortunately they don't work well ...
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2 answers
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Supervised or Unsupervised Learning Classification: Facebook Prophet vs. ARIMA

I'm currently exploring time series forecasting and considering the use of Facebook's Prophet and ARIMA models. I'm a bit confused about whether these approaches fall under supervised or unsupervised ...
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how to increase the accuracy of Prophet model?

I have a dataset representing the number of tickets over two years. I have used the prophrt model to predict make a prediction but the results don't seem to be accurate. The code for the model is as ...
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RMSE too high when trying to create a machine learning model in Python

I am new using Python/ML. Right now, I am trying to create a model to forecast the expected call volume for a company. However, the RMSE that I am getting is higher than expected Here is my code. I ...
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Growth trend in time series

I'm currently working with a dataset that looks as follows: I'm using the prophet model provided by meta to forecast the data and I'm quite unsure about the parameter called 'growth'. Now there are $...
Louie's user avatar
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Impact of marketing in Prophet seasonality calculation

Is there a way to exclude the impact of marketing from my time-series, before Prophet decomposes into seasonality? I find that the seasonality generated by Prophet maybe incorrectly explaining some of ...
siyer's user avatar
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Prophet generating negative seasonalities

Observed some negative values in the seasonality variable generated by Prophet. Have not observed that when using STL decomposition to extract seasonality from the same time series. Is this ...
siyer's user avatar
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Extracting seasonality/holiday from Prophet

I am trying to use Prophet to calculate seasonality to be used in a separate model, as opposed to for end-to-end forecasting. Is there a straightforward way to pull the seasonality and holiday ...
siyer's user avatar
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1 answer
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How to use categorical data in forecasting with Prophet?

I'm trying to create a model to predict the number of players on a video game at a certain time and was trying to figure out how to integrate categorical data into my forecasting problem. So far, my ...
CrazyRageMonkey's user avatar