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**Exploratory Data Analysis using MongoDB

**1. Variable Analysis

  • Identify variable type - numerical / charater / int / float
  • Identify categorical and continuous variables

**2. Univariate Analysis

  • continuous: mean, standard deviation, variance
  • categorical: median ,mode, frequency distributions

**3. Bivariate Analysis

  • covariance, co-occurance frequency distributions
  • binning of variables

**4. Missing Values Identification

**5. Outlier Detection

**6. Feature Normalization