prophet

Automatic Forecasting Procedure

CRAN Package

Implements a procedure for forecasting time series data based on an additive model where non-linear trends are fit with yearly, weekly, and daily seasonality, plus holiday effects. It works best with time series that have strong seasonal effects and several seasons of historical data. Prophet is robust to missing data and shifts in the trend, and typically handles outliers well.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 13,453 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 696 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsFeb 9, 2025
512 downloadsFeb 10, 2025
498 downloadsFeb 11, 2025
448 downloadsFeb 12, 2025
494 downloadsFeb 13, 2025
486 downloadsFeb 14, 2025
275 downloadsFeb 15, 2025
288 downloadsFeb 16, 2025
456 downloadsFeb 17, 2025
460 downloadsFeb 18, 2025
610 downloadsFeb 19, 2025
577 downloadsFeb 20, 2025
543 downloadsFeb 21, 2025
275 downloadsFeb 22, 2025
293 downloadsFeb 23, 2025
568 downloadsFeb 24, 2025
626 downloadsFeb 25, 2025
445 downloadsFeb 26, 2025
440 downloadsFeb 27, 2025
392 downloadsFeb 28, 2025
187 downloadsMar 1, 2025
279 downloadsMar 2, 2025
422 downloadsMar 3, 2025
502 downloadsMar 4, 2025
579 downloadsMar 5, 2025
505 downloadsMar 6, 2025
439 downloadsMar 7, 2025
259 downloadsMar 8, 2025
290 downloadsMar 9, 2025
609 downloadsMar 10, 2025
696 downloadsMar 11, 2025
0 downloadsMar 12, 2025
0 downloadsMar 13, 2025
0 downloadsMar 14, 2025
0 downloadsMar 15, 2025
187
696

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 164,548 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 Oct 25, 2024 with 8,410 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

  • Depends2 packages
  • Imports12 packages
  • Suggests4 packages
  • Linking To6 packages
  • Reverse Imports6 packages