Example analysis code for: Data-driven Discovery for Robust Optimization of Semiconductor Nanowire Lasers

<p dir="ltr">This file contains example analysis code for the dataset found at: https://figshare.manchester.ac.uk/articles/dataset/Complete_research_data_for_Data-driven_Discovery_for_Robust_Optimization_of_Semiconductor_Nanowire_Lasers/26403496?file=48012961, which supports the publication: "Data-driven Discovery for Robust Optimization of Semiconductor Nanowire Lasers", which is soon to be published in Laser & Photonics Reviews.</p><p><br></p><p dir="ltr">This dataset concerns experimental results from 55,516 individual nanowire lasers, grown using different materials, using a multitude of experimental techniques, including: photoluminescence spectroscopy, time-correlated single photon counting, optical and electron-microscope imaging and interferometry.</p><p><br></p><p dir="ltr">The code takes the user through loading the data, extracting and plotting raw measurements such as emission spectra, and producing box plots to compare parameters for different types of nanowires.</p>