process_all_sample: Read in and tidy all raw samples

Description Usage Arguments Examples

View source: R/radial_bridge.R

Description

Read in and tidy all samples. You can choose to perform PCA reorientation or not. Note that this function is only for raw data (untidied data). Function will output a list containing all samples in the type you decide (wildtype or youtoo), in the format of dataframes. Processed samples "ro_brain_ls_wt.rds" and "ro_brain_ls_yt.rds" are generated from the raw data using this function.

Usage

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process_all_sample(download = FALSE, local_directory = NA,
  type = "youtoo", threshold.n = 0.5, PCA_reorient = TRUE)

Arguments

download

TRUE or FALSE, If TRUE, you will download data to your current directory. If FALSE, you will need to specify the directory where you keep you files locally by setting "local_directory".

local_directory

If you have samples in your locally, enter the directory. Note than this should be a folder that keeps the samples of the same sample type such as wild type. You should not keep both wild type and youtoo type in the same folder.

type

wild type or youtoo type of zebrafish embryo brain

threshold.n

threshld for signal frequency. Any signal with frequency below threshold value is exluded. Default to 0.5

PCA_reorient

TRUE or FALSE. If TRUE, we will tidy and then perform PCA reorientation to your data. If FALSE, we will only tidy your data.

Examples

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ro_brain_ls_wt <- process_all_sample(download = FALSE, local_directory = NA, type = "wildtype", threshold.n = 0.5, PCA_reorient = TRUE)
ro_brain_ls_yt <- process_all_sample(download = FALSE, local_directory = NA, type = "youtoo", threshold.n = 0.5, PCA_reorient = TRUE)
saveRDS(ro_brain_ls_wt , file = "ro_brain_ls_wt.rds")
saveRDS(ro_brain_ls_yt , file = "ro_brain_ls_yt.rds")

baumer-lab/cranium documentation built on Nov. 3, 2019, 2:07 p.m.