visualizer 0.0.1

Automate the process of visualization

Visualizer:

A Python package that automate the process of visualization in the data science pipeline.

Installation:

pip install visualizer

Usage:

import pandas as pd
from visualizer import Visualizer

# Set the paramters
df         = pd.read_csv("path/to/your/csv/file")
target_col = df['target_col']
path       = "path/where/you/want/to/save/the/images"

# Set the visualizer's parameters.
vis = Visualizer(df=df, path=path, target_col=target_col)

# Let the visualizer do all the work for you.
vis.visualizer_all()

Further Ideas:

1. plt.spy() for the following:
   1. Nan values.
   2. Large numerical values.
   3. Sparse values.
2. Handling Time-Series and text columns.
3. Add ignore_cols to discard specific columns from visualizations.
4. make the individual plotting methods static.