Package index

Work on a whole aniframe

Apply a named method across the spatial columns, within groups.

filter_across() experimental

Apply a filter across an aniframe's spatial columns

filter_na_across() experimental

Mask values to NA across an aniframe's spatial columns

replace_na_across() experimental

Fill missing values across an aniframe's spatial columns

Choose a method by name

The same, for a vector or a frame of coordinates inside mutate().

filter_with()

Apply a filter by name

filter_na_with()

Mask values to NA by a named criterion

replace_na_with()

Fill missing values by a named method

Mask unreliable observations

Replace values that fail a quality criterion with NA.

filter_na_confidence()

Filter low-confidence values in a dataset

filter_na_excursion()

Filter Out Position Excursions That Return

filter_na_range()

Filter values outside a range to NA

filter_na_roi()

Filter coordinates outside a region of interest (ROI)

filter_na_speed()

Filter values by speed threshold

Fill missing values

Fill gaps by interpolation, carrying forward, or a constant.

replace_na_linear()

Replace Missing Values Using Linear Interpolation

replace_na_locf()

Replace Missing Values Using Last Observation Carried Forward

replace_na_spline()

Replace Missing Values Using Spline Interpolation

replace_na_stine()

Replace Missing Values Using Stineman Interpolation

replace_na_value()

Replace Missing Values with a Constant Value

Smooth and filter signals

Suppress noise while preserving the movement you care about.

filter_ccma() experimental

Apply Curvature-Corrected Moving Average (CCMA)

filter_gaussian()

Apply Gaussian Kernel Smoother

filter_highpass()

Apply Butterworth Highpass Filter to Signal

filter_highpass_fft()

Apply FFT-based Highpass Filter to Signal

filter_kalman()

Kalman Filter for Regular Time Series

filter_kalman_irregular()

Kalman Filter for Irregular Time Series with Optional Resampling

filter_lowpass()

Apply Butterworth Lowpass Filter to Signal

filter_lowpass_fft()

Apply FFT-based Lowpass Filter to Signal

filter_one_euro()

Apply the One Euro filter

filter_rollmean()

Apply Rolling Mean Filter

filter_rollmedian()

Apply Rolling Median Filter

filter_sgolay()

Apply Savitzky-Golay Filter to Movement Data

filter_triangular()

Apply Triangular Filter

Find peaks and troughs

Locate local extrema by height, prominence and plateau handling.

find_peaks()

Find Peaks in Time Series Data

find_troughs()

Find Troughs in Time Series Data