Use pandas_profiling & autoviz for data analytics

Install packages & demo code

pandas-profiling

$ pip install pandas-profiling

Demo code:

import pandas_profiling

pandas_profiling.ProfileReport(train)

autoviz

$ brew install libomp && \
  pip install autoviz && \
  pip install xgboost

Demo code:

from autoviz.AutoViz_Class import AutoViz_Class
AV = AutoViz_Class()
AV.AutoViz('./train.csv')