Pandas Profiling is built on-top of Pandas with the features of generating reports from a * pandas *The

*describe()*method from pandas is great to use by a little basic for serious exploratory data analysis.

For each column of the following statistics:

**Essentials**: type, unique values, missing values**Quantile statistics**like minimum value, Q1, median, Q3, maximum, range, interquartile range**Descriptive statistics**like mean, mode, standard deviation, sum, median absolute deviation, the coefficient of variation, kurtosis, skewness**Most frequent values****Histogram****Correlations**highlighting of highly correlated variables, Spearman and Pearson matrixes

**How to install (non-anaconda users)**

**Note: Use terminal (Mac/Linux Users), command prompt (Windows Users)**

pip install pandas-profiling |

**How to install anaconda users)**

**Note: use Anaconda-Prompt**

conda install pandas-profiling |