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def eda(dataframe):
  # this code is from @ritikabhasker, slightly adapted, but mainly hers.
    print("**MISSING VALUES** \n", dataframe.isnull().sum(), "\n")
    print("**DATAFRAME INDEX** \n", dataframe.index, "\n")
    print("**DATAFRAME TYPES** \n", dataframe.dtypes, "\n")
    print("**DATAFRAME SHAPE** \n", dataframe.shape, "\n")
    print("**DATAFRAME DESCRIBE** \n", dataframe.describe(), "\n")
    print("**NUMBER OF UNIQUE VALUES PER COLUMN**")
    for item in dataframe:
        print(item)
        print(dataframe[item].nunique(), "\n")