kitikiplot Python library can be used to visualize sequential categorical data. Also, sliding window can be applied, focus can be set.

To install:

pip install kitikiplot

Quick Start:

from kitikiplot.core import KitikiPlot

# Consider 'df' is a 'pd.DataFrame' containing 'Summary' column
ktk= KitikiPlot( data= df["Summary"].values.tolist() )

ktk.plot( )

1. Short Genome Sequences: A, T, G, C

Grid Plot For Short Genome Sequences

2. Pollutant levels[enter image description here]

Ecology Linear Plot

GitHub Source Code: https://github.com/BodduSriPavan-111/kitikiplot