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Cleaning

Author :

Oscar Ujaque Perez

Email :

oujaque@uoc.edu

Files attached:

cleaning.py: it is a file which contains the code for cleaning the outliers and computing the normality and homogeneity of the dataset. It also computes some regression and plots different images.

figures folder: contains all the images drawn with cleaning.py (it contains normal distributions, Q-Q plots, boxplots and regressions)

Dataset: it contains:

  • wine.csv: the initial dataset
  • wineStatistics.csv: the basic statistics of the initial dataset "wine.csv"
  • wineTreated.csv: the dataset after treating the data (normalize, outliers, etc.)
  • wineTreatedStatistics.csv : the basic statistics of the treated dataset "wineTreated.csv"

Pràctica 2: it contains the report with the responses of the practical

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