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The phrase "time-series data" is correct and usable in written English
You can use it to refer to any data or information that is organized over a period of time, such as daily stock prices or weekly jobless claims. For example, "The analyst compared the two time-series data from different countries."
Exact(22)
Fig. 3 Santa Fe time-series data.
Here we focus on temporal patterns in time-series data.
Fig. 10 Endmembers extraction with NDVI time-series data.
Fig. 2 Smoothing time-series data by S-G method.
Fig. 5 Smoothing time-series data by HANTS method.
Viewing time series data as a signal, fast Fourier transformation (FFT) and a wavelet transform (WT) were adopted to handle the HJ-1 A/B time-series data.
Similar(37)
ARIMA methods are based on the assumption that a probability model generates the time series data.
This was a multicenter retrospective study using time series data.
This study is based on time series data.
Strategy 4. Deferred update the non-time series data objects.
Annual time series data from 1988 to 2013 was used.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com