visualimiss 0.0.6

Visualize missing data

visualimiss

"visualize missing data". A simple missingno clone. Some features were removed from the original and some were added.

Features

Some features differ from the original one:

• Have matrix(), bar() modified function from the original one
• Simpler and faster
• Maybe more readable?

Installation

pip install visualimiss

This also install all dependencies: Numpy, Pandas, Matplotlib

Quickstart

This quickstart uses datasets of the NYPD Motor Vehicle Collisions Dataset.

import pandas as pd
df = pd.read_csv("https://raw.githubusercontent.com/ResidentMario/missingno-data/master/nyc_collision_factors.csv")

matrix

visualimiss.matrix(df)

bar

visualimiss.bar(df)

Configuration

Sorting

visualimiss.matrix(df, sort='asc')

Rotate, hide label

# visualimiss.matrix(df, label_rotation=90)
visualimiss.matrix(df, show_label=False)

Change color, font size

visualimiss.matrix(df, color=(43, 102, 189), fontsize=16)