Public data sets for multivariate data analysis

 IMPORTANT: all downloadable material listed on these pages - appended by specifics mentioned under the individual headers/chapters - is available for public use. Please note that while great care has been taken, the software, code and data are provided "as is" and that Q&T, LIFE, KU does not accept any responsibility or liability.

 

Name
(click for details)

Description

Located at

Format
NIR NIR Sugarcane data University of Copenhagen Matlab
Tongue data Three-way data from the work Richard Harshman University of Copenhagen Text
JODA data set NEW NMR, LC-MS and EEM prototypical experimental coupled data sets for JODA University of Copenhagen Matlab
RAMAN pork fat NEW The samples for this study were 16 pork carcasses University of Copenhagen Matlab
NIR soil NEW Soil samples from long-term field experiment in Abisko, northern Sweden University of Copenhagen Matlab
AutoChrome NEW Automatically find PARAFAC2 components of hyphenated chromatographic data University of Copenhagen Matlab
Metabolomic data fusion NEW Biomarker, fluorescence and 1H-NMR data from case/control study on colorectal cancer   University of Copenhagen Matlab
Olive oil

Oil samples analyzed by HPLC with charged aerosol detector

 University of Copenhagen Matlab
Example tensors Some example tensors with known problems such as degeneracy, swamps and local minima University of Copenhagen Matlab
Fluorescence cancer UPDATE Fluorescence EEM data on human blood plasma University of Copenhagen Matlab
Onion NMR 1H NMR data of urine from thirty-two rats, fed a diet of onion by-product University of Copenhagen Matlab
Wine NMR The data from 1H-NMR analysis of 40 table wines, different origin and color University of Copenhagen Matlab
ICP-AES ICP-AES measurements of digest of an autocatalytic material University of Plymouth, UK Matlab
Mixture design NMR NMR measured on Propanol, butanol and pentanol in a ternary experimental design University of Copenhagen Matlab
DOSY NMR Lipoprotein analysis of human plasma samples University of Copenhagen Matlab
Wine GC-MS FT-IR Wine samples analyzed by GC-MS and FT-IR instruments University of Copenhagen Matlab
Amino acid fluorescence Three-way, five samples, curve resolution, 2. order calibration University of Copenhagen Matlab
Chromatographic fluorescence Four-way, retention shifts University of Copenhagen Matlab
Color of beef Six-way designed data used for GEMANOVA analysis University of Copenhagen Matlab
Enzymatic data Five-way, enzymatic activity University of Copenhagen Matlab
Flow injection Three-way, spectral, curve resolution, calibration University of Copenhagen Matlab
NIR on grass Software shootout at the IDRC98 W. F. McClure Matlab/ASCII
NIR spectra of diesel fuels For testing variables selection and calibration algorithms Eigenvector Matlab
Pollutant Degradation Profiles HPLC-DAD Courtesey of S. Rutan and best downloaded by MSIE Matlab
Ripening of herring  Two-way, physical, chemical, amino acids University of Copenhagen Unscrambler
Semiconductor metal etch Including known faults Eigenvector Matlab
Sensory bread data Three-way, sensory profiling, fixed vocabulary University of Copenhagen Matlab
Sensory potato texture profiling From three years University of Copenhagen Unscrambler
Standardization benchmarking NIR spectra of corn samples for standardization & preprocessing benchmarking Eigenvector Matlab
Sugar Process Data Three-way, fluorescence, calibration University of Copenhagen Matlab
SW-NIR & UV-Vis kinetic data Three-way, DECRA Univ. Amsterdam Matlab
Temperature data Influence of temperature on vibrational spectra Univ. Amsterdam Matlab
Texture Potatoes Sensory and physical (uniaxial compression, NIR, LF-NMR) texture measurement of potatoes University of Copenhagen Unscrambler
Dorrit fluorescence data Follows a three-way four-component PARAFAC model, 27 samples. University of Copenhagen Matlab
Kinetic fluorescence Kinetic fluorimetric determination of catecholamines University of Copenhagen Matlab
Parma Ham fluorescence Auto-fluorescence spectroscopy of dry-cured Parma ham processing University of Copenhagen Matlab
Fish muscle fluorescence Fluorescence excitation-emission measurements of fish muscle extracts University of Copenhagen Matlab
Cod and salmon fluorescence Fluorescence of muscle and connective tissue from cod and salmon University of Copenhagen Unscrambler
Cod NMR NMR measurements for distribution of water in fresh cod University of Copenhagen Matlab
Gadoid fish species NMR Low-field NMR measured on four gadoid fish species University of Copenhagen Matlab
Marzipan NIR and IR spectroscopy analysis of 32 marzipan samples University of Copenhagen Matlab
Tablets NIR/NIT and Raman spectra of active substance in tablets University of Copenhagen Unscrambler
Matlab
Fluorescence Design data fluorescence measurements University of Copenhagen Matlab
Three-way elec. nose data Sensor array time series on licorice products University of Copenhagen Matlab
Yogurt Fluorescence Fluorescence of Yoghurt experiment plus Riboflavin reference University of Copenhagen Matlab
Wheat kernels NIR/NIT single seed wheat kernels University of Copenhagen Matlab
Enzyme fermentation Process fluorescence EEM with enzyme activity measures University of Copenhagen Matlab
Porphyrins EEM Fluorescence of dairy products University of Copenhagen Matlab
Hypericum HPLC three-way data of extracts of St. Johns Wort University of Copenhagen Matlab
Cream Cheese Sensory profiling of cream  cheese data University of Copenhagen SPSS
       

If the data are used, please remember to give proper reference to the person who has produced the data. See detailed acknowledgements inside.

Problems? Frans van den Berg