magicpandas 0.0.1

A dead simple interface for manipulating pandas dataframes

##### UNDER CONSTRUCTION #####

magicpandas

magicpandas makes working with pandas dead simple.

Main Features

• MagicDataFrame subclasses DataFrame to make existing methods more intuitive as well as add new methods
• MagicDataFrame adds verbose labels that are used by default when displaying data
• MagicDataFrame supports Django ORM
  • inspectdf uses DataFrame column types to produce a Django model class (cf. inspectdb)
  • to_django saves the DataFrame to SQL using Django ORM's bulk_update and bulk_create.

Examples

df2 = df.drop('*e', axis=1) # df2 drops all columns ending in "e"
df.browse() # opens the DataFrame in MS Excel with nice formatting
df.browse(client='webbrowser') # opens the DataFrame as html displayed in Chrome with nice formatting

TODO

• chromify(chart.to_html())
• inspect_as_django_model
• to_django