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OriginLab Corporation - Data Analysis and Graphing Software - 2D graphs, 3D graphs, Contour Plots, Statistical Charts, Data Exploration, Statistics, Curve Fitting, Signal Processing, and Peak Analysis      

Time Series Data - Graphing and Analysis


Time series data is a data series sampled at a regular interval (hourly/daily/weekly/annually/etc.) over time. This type of data is widely used in fields such as finance, economics, meteorology, and engineering.

Origin supports a variety of graph types to visualize time series data, and a selection of tools for processing and analyzing such data.

Graph and Explore

Origin offers a variety of chart types. Users can easily create and customize graphs from time series data to visualize trends over time.

Time Series Plots

  • Line, Column, Area ...
  • Radial, Vector, Heatmap, Spiral bar...
  • High-low-close, Japanese candlestick, OHLC


Time Series Explorer

The Time Series Explorer in Origin enables users to graphically explore time series data

  • Lower level displays entire time series
  • Set time interval for ROI using drop-down menu
  • Data for chosen interval is displayed on top layer
  • Use forward/backward and play buttons to flip through and explore data
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Easily explore time series data using the Time Series Explorer Graph


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Time series of hourly wind vectors

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Heatmap for time series

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Fill area with separate above & below colors

Reduce and Process

For densely-sampled time series data, especially those spanning a long time, Origin provides tools to slice the series and extract key statistics. After seeing an overview of the data trend, users can use these tools to further prepare the data set for subsequent research of a time period of interest.

  • Unstack date/time data based on time interval
  • Pivot table for time series data
  • Isolate periods of interest by data filter
  • Extract the date components from date/time data
  • Calculate the moving average based on time interval
  • Calculate the statistics based on time Interval


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Unstack date/time data based on time interval


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Extract the date components and filter values for specific time period

Analyze and Forecast

Origin provides the following Time Series tools to help users explore, visualize, and analyze their time series data.

Trend & Decomposition

  • Trend Analysis
  • Time Series Decomposition


Smooth

  • Moving Average
  • Single Exp Smoothing
  • Double Exp Smoothing
  • Winter's Method


Stationary Test


Spectral Analysis

Univariate or Bivariate

  • Daniell Method
  • Lag Window


Correlation

  • Autocorrelation
  • Partial Autocorrelation
  • Cross Correlation


ARIMA Model

  • ARIMA
  • Prewhitening


Lag & Differences

  • Differences
  • Lag


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The Time Series Analysis app is a toolbox for time series analysis

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Result of the ARIMA tool in Time Series Analysis app

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