A collection of useful tools to speed-up the data processing, cleaning and pipelining.
- Built with Pandas in mind for simplicity and ease of use
- Perform complex operations with a few method calls
- Python 3.5 or higher
- Pandas
- NumPy
Using PIP via PyPI
pip install toolstack
from toolstack.text import AutomatedTextPreprocessing
import pandas as pd
df = pd.read_csv('amazon-review-300.csv', header=-1)
ap = AutomatedTextPreprocessing(df, df.columns.tolist())
ap.stack()