tsfeatures

Time Series Feature Extraction

CRAN Package

Methods for extracting various features from time series data. The features provided are those from Hyndman, Wang and Laptev (2013) <doi:10.1109/ICDMW.2015.104>, Kang, Hyndman and Smith-Miles (2017) <doi:10.1016/j.ijforecast.2016.09.004> and from Fulcher, Little and Jones (2013) <doi:10.1098/rsif.2013.0048>. Features include spectral entropy, autocorrelations, measures of the strength of seasonality and trend, and so on. Users can also define their own feature functions.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 15,368 times in the last 30 days. The academic equivalent of having a dedicated subreddit. There are fans, and maybe even a few trolls! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 695 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsFeb 9, 2025
504 downloadsFeb 10, 2025
464 downloadsFeb 11, 2025
476 downloadsFeb 12, 2025
552 downloadsFeb 13, 2025
468 downloadsFeb 14, 2025
313 downloadsFeb 15, 2025
372 downloadsFeb 16, 2025
527 downloadsFeb 17, 2025
568 downloadsFeb 18, 2025
508 downloadsFeb 19, 2025
584 downloadsFeb 20, 2025
607 downloadsFeb 21, 2025
349 downloadsFeb 22, 2025
378 downloadsFeb 23, 2025
705 downloadsFeb 24, 2025
669 downloadsFeb 25, 2025
540 downloadsFeb 26, 2025
543 downloadsFeb 27, 2025
482 downloadsFeb 28, 2025
309 downloadsMar 1, 2025
333 downloadsMar 2, 2025
616 downloadsMar 3, 2025
609 downloadsMar 4, 2025
530 downloadsMar 5, 2025
652 downloadsMar 6, 2025
534 downloadsMar 7, 2025
412 downloadsMar 8, 2025
394 downloadsMar 9, 2025
675 downloadsMar 10, 2025
695 downloadsMar 11, 2025
0 downloadsMar 12, 2025
0 downloadsMar 13, 2025
0 downloadsMar 14, 2025
0 downloadsMar 15, 2025
309
705

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 253,554 times in the last 365 days. That's a whole lot of downloads. Somewhere, a librarian is trying to figure out why more bandwidth is needed. The day with the most downloads was Sep 19, 2024 with 2,462 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Imports9 packages
  • Suggests8 packages
  • Reverse Imports5 packages
  • Reverse Suggests1 package