COSMETICS USE CASE

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Cosmetics use case

R E Q U I R E M E N T

UNDERSTAND the mechanisms behind scalp discomforts on African women

S E R V I C E S  P R O V I D E D

  • ANALYSE several datasets : clinical assessment, consumer assessment and microbiome
  • DEVELOP univariate methodology to keep relevant variables in each dataset
  • INVESTIGATE potential differences within the microbiome through alpha and beta diversity analyses
  • PERFORM discriminant multivariate analysis (PLS-DA) to discriminate group of patients and visualize correlations between all selected variables.
  • DEVELOP bayesian models gathering all datasets

D E L I V E R A B L E S  &  B E N E F I T S

SELECTION of relevant variables from clinical data, consumer data and microbiome explaining the scalp discomforts

REPORT summarizing the methodology used and the results obtained

Requirement

UNDERSTAND the mechanisms behind scalp discomforts on African women

Services provided

  • ANALYSE several datasets : clinical assessment, consumer assessment and microbiome
  • DEVELOP univariate methodology to keep relevant variables in each dataset
  • INVESTIGATE potential differences within the microbiome through alpha and beta diversity analyses
  • PERFORM discriminant multivariate analysis (PLS-DA) to discriminate group of patients and visualize correlations between all selected variables.
  • DEVELOP bayesian models gathering all datasets

Deliverables  & benefits

SELECTION of relevant variables from clinical data, consumer data and microbiome explaining the scalp discomforts

REPORT summarizing the methodology used and the results obtained

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