HTW-KI-Werkstatt/RamanSpectraEcoliMetabolites

--- tags: - raman-spectroscopy - biotechnology - benchtop-spectroscopy - pls-regression - tabular-regression license: cc-by-4.0 language: en pretty_name: Raman Spectra of Bioprocess Analytes Ecoli Metabolites task_categories: - tabular-regression configs: - config_name: default data_files: - split: train path: "train.csv" - split: validation path: "val.csv" - split: test path: "test.csv" size_categories: - n<2K --- ## Dataset Overview This dataset contains Raman spectra of mixtures of glucose, sodium acetate which are important metabolites in the context of fermentations of Escherichia Coli. ## Target Parameters and Concentration Ranges The dataset contains measured Raman spectra of samples with different parameters from the following substances: * **Glucose** * **Sodium Acetate** The concentrations were taken according to the volumes that the Tecan Liquid Handling Robot pipetted. ## Data Acquisition Raman spectra were recorded using the follwing settings: * **Instrument:** Metrohm i-Raman Plus * **Laser Wavelength:** 785 nm * **Exposure Time:** 20 s * **Laser Power:** 450 mW * **Scans per Sample:** 5 * **Number of Samples:** 384