autoviz_visualization.py

# Helps Visualizing overall summary of all features in a dataset

# !pip install numpy
# !pip install pandas
# !pip install autoviz
# !pip install xlrd
# !pip install xgboost

from autoviz.AutoViz_Class import AutoViz_Class
AV = AutoViz_Class()

filename = "example_dataset.csv"
sep = ","
dft = AV.AutoViz(
    filename,
    sep=",",
    depVar="",
    dfte=None,
    header=0,
    verbose=0, # 2 to save images (not quite helpful though)
    lowess=False,
    chart_format="png",
    max_rows_analyzed=150000,
    max_cols_analyzed=30,
)