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tidyspec

The goal of tidyspec is to provide a friendly pipeline for spectroscopy analysis using the tidy data philosophy.

Installation

You can install the development version of tidyspec from GitHub with:

# install.packages("devtools")
devtools::install_github("marceelrf/tidyspec")

About

The tidyspec package was design to enable the data analysis of spectroscopy data (as IR, Raman, NMR) with the tidy-data format. There are 6 families of functions in tidyspec, all starting with spec_:

  • Transformation: Convert data from absorbance to transmittance (spec_abs2trans) & from transmittance to absorbance (spec_trans2abs).

  • Normalize: Normalize the data to range 0-1 (spec_norm_01), normalize between a custom range (spec_norm_minmax), or normalize to have a standard deviation of one (spec_norm_var).

  • Baseline correction: Correct the baseline using the the rolling ball algorithm (spec_blc_rollingBall). The function spec_bl return the baseline vectors (spec_bl_rollingBall).

  • Smooth correction: Smooth the data using the average window (spec_smooth_avg) or using the Savitzky-Golay algorithm (spec_smooth_sga).

  • Derivative: Create differential data from the spectra (spec_diff).

  • Preview: Preview your data while applying changes statically (spec_smartplot) or interactively (spec_smartplotly).

  • Import/Export: This family functions will be created in the next moment.

Example

This is a basic example which shows you how to solve a common problem:

library(tidyspec)
## basic example code