Skip to main content

Analytic tool for Pandas DataFrame exploration

Project description


analytic tool for pandas dataframe exploration

Trahs_pandas is an analytic tool designed for Pandas DataFrame exploration.

It deliver fast statistical insights about the data of every column such as type, NaN values, unique values, distribution, mean, median, quartiles, correlations... and render with graphs using only print statements, making it suitable for both notebook and shell usage.

It is intended to replace info() and describe().

See the code on this Github


Pypi link

pip install trash-pandas


How to use?

from trash_pandas import explore

df = pandas.read_csv('file.csv')


yield option

It is possible to get a generator that display the result one column at a time.

from trash_pandas import explore

df = pandas.read_csv('file.csv')

gen = explore(df, generator=True)

I developed it initially for my own usage.

Project details

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Files for trash-pandas, version 0.2.5
Filename, size File type Python version Upload date Hashes
Filename, size trash_pandas-0.2.5.tar.gz (3.1 kB) File type Source Python version None Upload date Hashes View hashes

Supported by

Elastic Elastic Search Pingdom Pingdom Monitoring Google Google BigQuery Sentry Sentry Error logging AWS AWS Cloud computing DataDog DataDog Monitoring Fastly Fastly CDN DigiCert DigiCert EV certificate StatusPage StatusPage Status page