Analytic tool for Pandas DataFrame exploration
Project description
trash_pandas
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
Installation
pip install trash-pandas
usage
How to use?
from trash_pandas import explore
df = pandas.read_csv('file.csv')
explore(df)
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)
next(gen)
...
I developed it initially for my own usage.
Mifour.
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