Orange3-Timeseries 0.6.0

Orange3 add-on for exploring time series and sequential data.

Orange3-Timeseries

Orange add-on for analyzing, visualizing, manipulating, and forecasting time series data. The add-on includes ARIMA and VAR models, model evaluation, time series preprocessing, seasonal adjustment and a wide array of visualizations. See documentation.

Features

Use time series data

• reinterpret data as time series
• induce missing values
• generate time series from Yahoo Finance stock market data

Analysis of time series data

• aggregate data by a given time interval
• decompose the time series into seasonal, trend, and residual components
• apply rolling window functions to the time series
• make forecasts for the future
• evaluate models

Visualize time series data

• visualize time series’ sequence and progression
• visualize variables’ auto-correlation
• visualize time series’ cycles, seasonality, periodicity, and most significant periods