Time Series Analysis

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Prophet

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Prophet is a procedure for forecasting time series data based on an additive model.

Handles missing data and outliers
Automatically detects trend changes
Captures seasonal patterns

Model Parameters

Yearly Seasonality

Weekly Seasonality

Daily Seasonality

Changepoint Scale

0.5

0.1

0.5

1.0

Seasonality Scale

10.0

0.1

10.0

20.0

Holidays Scale

10.0

0.1

10.0

20.0

Forecast Settings

Forecast Points

points

Analysis Results

Model Information

Prophet

Seasonality

Yearly True

Weekly True

Daily False

Prior Scales

Changepoint 0.5

Seasonality 10.0

Holidays 10.0

Model Metrics

RMSE -

MAE -

MAPE -

R² -

Change -

Uncertainty -

Min Forecast -

Max Forecast -

Time Series Analysis

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Variables

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Model Parameters

Forecast Settings

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