Pandas Tutorial

This functionality requires an experimental pandas plugin. Read More

Frictionless supports reading and writing Pandas dataframes.

CLI

pip install frictionless[pandas]

pip install 'frictionless[pandas]' # for zsh shell

Reading Data

You can read a Pandas dataframe:

Python

from frictionless import Resource

resource = Resource(df)

pprint(resource.read_rows())

Writing Data

[NOTE] Timezone information is ignored for datetime and time types.

You can write a dataset to Pandas:

from frictionless import Resource

resource = Resource('data/table.csv')

df = resource.to_pandas()

Configuring Data

There are no options available in PandasDialect.

References:

• Pandas Dialect