Pandas Cookbook

How to do it...

1. Use the DataFrame attributes index, columns, and values to assign the index, columns, and data to their own variables:

>>> movie = pd.read_csv('data/movie.csv')>>> index = movie.index>>> columns = movie.columns>>> data = movie.values

2. Display each component's values:

>>> indexRangeIndex(start=0, stop=5043, step=1)>>> columnsIndex(['color', 'director_name', 'num_critic_for_reviews',
       ...
       'imdb_score', 'aspect_ratio', 'movie_facebook_likes'],       dtype='object')>>> dataarray([['Color', 'James Cameron', 723.0, ..., 7.9, 1.78, 33000],
       ..., 
       ['Color', 'Jon Gunn', 43.0, ..., 6.6, 1.85, 456]],       dtype=object)

3. Output the type of each DataFrame component. The name of the type is the word following the last dot of the output:

>>> type(index) ...