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Datasets

Datasets that come with movementsync

NIR_ABh_Puriya_Annotation
NIR_ABh_Puriya_Annotation
NIR_ABh_Puriya_Annotation_Influence
NIR_ABh_Puriya_Annotation_Influence
NIR_ABh_Puriya_Central_Feature_Sitar
NIR_ABh_Puriya_Central_Feature_Sitar
NIR_ABh_Puriya_Central_Pose_Sitar
NIR_ABh_Puriya_Central_Pose_Sitar
NIR_ABh_Puriya_Central_Pose_Tabla
NIR_ABh_Puriya_Central_Pose_Tabla
NIR_ABh_Puriya_Metre_DrutTeental
NIR_ABh_Puriya_Metre_DrutTeental
NIR_ABh_Puriya_Metre_VilambitTeental
NIR_ABh_Puriya_Metre_VilambitTeental
NIR_ABh_Puriya_Onsets_Selected_DrutTeental
NIR_ABh_Puriya_Onsets_Selected_DrutTeental
NIR_ABh_Puriya_Onsets_Selected_VilambitTeental
NIR_ABh_Puriya_Onsets_Selected_VilambitTeental
NIR_ABh_Puriya_OptFlow_Central_Sitar
NIR_ABh_Puriya_OptFlow_Central_Sitar

Obtaining data

Obtaining data

get_data_points()
Get the data points held in a view
get_duration_annotation_data()
Get duration annotation data
get_feature_data()
Get Feature Data
get_filtered_views()
Get filtered views
get_granger_interactions()
Get Granger Causality interactions
get_joined_view()
Get joined view from multiple views from the same recording
get_local_max_average_power()
Get periods locally maximal average power
get_metre_data()
Get metre files
get_onsets_selected_data()
Get onsets selected files
get_osf_recordings()
Get movementsync recording from OSF
get_processed_view()
Get processed view from Pose video data
get_processed_views()
Get processed views
get_raw_optflow_view()
Creates time reference and displacement from raw csv optflow data
get_raw_view()
Get view from Pose video data
get_raw_views()
Get Pose views from a recording
get_recording()
Get a meta-data recording object
get_sample_recording()
Get sample meta-data recording object
get_spliced_view()
Get spliced view from view object
list_osf_recordings()
List available recordings for movementsync from OSF
sample_gap_splice()
Randomly create matching segments from a splicing table without overlaps
sample_offset_splice()
Randomly create matching segments from a splicing table without overlaps
sample_time_spliced_views()
Sample the time line from a list of Views
pull_segment_spliceview()
Apply function to SplicedView and pull out element from output
merge_splice()
Merge splices together using set operations
is_splice_overlapping()
Checks if splicing data.frames overlap
open_movementsync_data()
Opens movementsync data home page at OSF

Organising data

Organising data

splice_time(<Duration>)
Generate spliced timeline using a Duration object
splice_time(<Metre>)
Generate spliced timeline using a Metre object
splice_time(<OnsetsDifference>)
Generate spliced timeline using an OnsetsDifference object
splice_time()
S3 generic function to splice a timeline
splice_time(<View>)
Generate spliced timeline using a view
splice_time(<list>)
Generate spliced timeline using a list
subset(<View>)
Subset a View
sample_gap_splice()
Randomly create matching segments from a splicing table without overlaps
sample_offset_splice()
Randomly create matching segments from a splicing table without overlaps
sample_time_spliced_views()
Sample the time line from a list of Views
pull_segment_spliceview()
Apply function to SplicedView and pull out element from output
merge_splice()
Merge splices together using set operations
clip_splice()
Clip a splice so segments are of fixed duration
apply_column_spliceview() sapply_column_spliceview()
Apply summary function to the columns in each segment of a SpliceView object
apply_filter()
Apply a filter to a View
apply_filter_sgolay()
Apply a Savitzky-Golay filter to a view
apply_segment_spliceview()
Apply complex function to each segment in a SpliceView object
split(<SplicedView>)
Get a list of Views from a SplicedView

Plotting

Plotting functions

autolayer(<OnsetsSelected>) autolayer(<Metre>) autolayer(<Duration>) autolayer(<Splice>)
Autolayer methods
autoplot(<GrangerTime>)
Plot a Granger S3 object
autoplot(<Duration>) autoplot(<OnsetsSelected>) autoplot(<Metre>) autoplot(<View>) autoplot(<SplicedView>)
Diagnostic plots
autoplot(<SpectralDensityView>)
Autoplot a SpectralDensityView S3 object
visualise_sample_splices()
Visualise random splices
plot(<Duration>)
Plot a Duration S3 object
plot(<GrangerInteraction>)
Plot network diagram of Granger Causalities
plot(<Metre>)
Plot a Metre S3 object
plot(<OnsetsSelected>)
Plot a OnsetsSelected S3 object
plot(<View>)
Plot a View S3 object
plot_average_coherency()
Plot average coherency of a coherency object
plot_average_power()
Plot average power of a wavelet object
plot_cross_spectrum() plot_coherence()
Plot a coherency of a wavelet object
plot_cwt_energy()
Plot cross wavelet energy of a wavelet object
plot_history_xy()
Plot a set of data points over time
plot_influence_diagram()
Plot influence diagram from a GrangerTest object
plot_phase_difference()
Plot a coherency of a wavelet object
plot_power_spectrum()
Plot a power spectrum of a wavelet object
plot_roll_resultant_length()
Plot windowed resultant length
plot_sel_phases()
Comparison plot of phases of a coherency object
plot_wt_energy()
Plot wavelet energy of a wavelet object
motion_gram()
Motion gram of a view object
distribution_dp()
Distribution plot of a view object
velocity_dp()
Velocity plot of a view object
xlim_duration()
Get a ggplot2 xlim object based on duration data

Summary functions

Summary functions

summary(<Duration>)
Summarise Duration object
summary(<Metre>)
Summarise Metre object
summary(<OnsetsSelected>)
Summarise OnsetsSelected object
summary(<Recording>)
Summarise Recording object
summary(<View>)
Summarise a View object
summary(<analyze.wavelet>)
Summarise an analyze.wavelet object
summary(<sel.phases>)
Summarises a sel.phases object
summary_onsets()
Summary of difference in onsets
difference_onsets()
Get onset differences

Wavelet functions

Wavelet functions

compare_ave_cross_power1()
Compare average cross power distribution using a splicing table
compare_ave_power1()
Compare average power distribution using a splicing table
compare_avg_cross_power2()
Compare the average cross power distribution of two SplicedViews using sampling on each segment
compare_avg_power2()
Compare the average power distribution of two SplicedViews using sampling on each segment
calculate_ave_cross_power1()
Calculate average cross power distribution using a splicing table
calculate_ave_power1()
Calculate average power distribution using a splicing table
ave_cross_power_over_splices()
Calculate mean average cross power over splices using a splicing table
ave_cross_power_spliceview()
Get the average cross power on each segment in a SplicedView
ave_power_over_splices()
Calculate mean average power over splices using a splicing table
ave_power_spliceview()
Get the average power on each segment in a SplicedView
analyze_coherency()
Analyze Coherency from View object
analyze_wavelet()
Analyze Wavelet from View object
specgram_plot()
Specgram Plot
spectral_density()
Estimate the spectral density of data points

Granger functions

Granger functions

granger_test()
Granger causality tests applied to a SplicedView
map_to_granger_test()
Map duration object comments to a Granger Test object
ms_condgrangertest()
Test for Conditional Granger Causality
ms_grangertest1()
Test for Granger Causality
ms_grangertest2()
Test for Granger Causality
analyze_coherency()
Analyze Coherency from View object
analyze_wavelet()
Analyze Wavelet from View object