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The Chapter 1 notebook uses movies.get_dtype_counts()
Change to movies.dtypes.value_counts() to use the non-deprecated method and to match the text in the book.

in chapter 9, page 357, There's more…, returns an error "KeyError: '[1.0] not in index'" in jupyter notebook, while it shows no error in chapter 9 attachment.

In Chapter 2 Selecting columns with methods, step 2 has the following
movies.select_dtypes(include="int").head()
When run this will only show the index column.

To match the intent of the section and the output in the book, the code should be
movies.select_dtypes(include="int64").head()

In Chapter 1 notebook, we have the following which throws an error
movies = pd.read_csv('data/movie.csv')

Since the data is stored in the top-level folder, the path has to be changed to make it work. Can you please update the path to make it work in all the chapter workbooks?

movies = pd.read_csv('../data/movie.csv')

pd.set_option('max_columns', 4, 'max_rows', 10) will return the error OptionError: Pattern matched multiple keys
To solve this replace 'max_columns' and 'max_rows' with 'display.max_columns' and 'display.max_columns' respectively. The final result should be pd.set_option('display.max_columns', 4, 'display.max_rows', 10)