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time series data vs time-series data

Both "time series data" and "time-series data" are correct, but they are used in different contexts. "Time series data" is more commonly used when referring to data that represents a sequence of values over time. On the other hand, "time-series data" is used when the term is used as an adjective to describe a type of data analysis or modeling technique.

Last updated: March 19, 2024 • 780 views

time series data

This phrase is correct and commonly used when referring to data that represents a sequence of values over time.

This phrase is used to describe data that is collected or recorded at different points in time, forming a series of observations.

Examples:

  • The economist analyzed the time series data to identify trends in the stock market.
  • The meteorologist used time series data to predict weather patterns.
  • Time series data is essential for forecasting future sales.
  • Researchers analyzed the time series data to understand the impact of the intervention.
  • The time series data showed a clear pattern of growth over the past decade.
  • Time series data (time-stamped data) is a sequence of data points indexed in time order. Learn what time series data is and view examples.
  • Time series analysis comprises methods for analyzing time series data in order to extract meaningful statistics and other characteristics of the data.
  • What sets time series data apart from other data is that the analysis can show how variables change over time. In other words, time is a crucial variable ...
  • Delving a bit deeper, you might analyze time series data with technical analysis tools to know whether the stock's time series shows any seasonality.
  • Nov 1, 2008 ... Estimation of density dependence from time series data on population abundance is hampered in the presence of observation or measurement ...
  • Nov 12, 2019 ... Could Seeq, for example, expand to include support for storing time series data with the same finesse it provides for performing analytics ...

Alternatives:

  • temporal data
  • sequential data
  • historical data
  • time-based data
  • chronological data

time-series data

This phrase is correct when used as an adjective to describe a type of data analysis or modeling technique.

This phrase is used to modify a noun, indicating that the data is related to time series analysis or modeling.

Examples:

  • The researchers used time-series data analysis to forecast future trends.
  • Time-series data modeling is crucial for predicting stock market fluctuations.
  • The course covers various time-series data techniques for financial analysis.
  • The software is designed for processing time-series data efficiently.
  • Time-series data visualization tools help in understanding complex patterns.
  • Time series analysis comprises methods for analyzing time series data in order to extract meaningful statistics and other characteristics of the data. Time series ...
  • The Time Series Data Library (TSDL) was created by Rob Hyndman, Professor of Statistics at Monash University, Australia.
  • The Time Series Data Library is now hosted on DataMarket.com. For more information, see this announcement. If you use any data from the TSDL in a ...
  • In the following topics, we will first review techniques used to identify patterns in time series data (such as smoothing and curve fitting techniques and ...

Alternatives:

  • data for time series analysis
  • data for time-series modeling
  • time-dependent data
  • sequential data analysis
  • temporal data modeling

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