pandas.DataFrame.info¶
- DataFrame.info(verbose=None, buf=None, max_cols=None, memory_usage=None, null_counts=None)¶
Concise summary of a DataFrame.
Parameters : verbose : {None, True, False}, optional
Whether to print the full summary. None follows the display.max_info_columns setting. True or False overrides the display.max_info_columns setting.
buf : writable buffer, defaults to sys.stdout
max_cols : int, default None
Determines whether full summary or short summary is printed. None follows the display.max_info_columns setting.
memory_usage : boolean, default None
Specifies whether total memory usage of the DataFrame elements (including index) should be displayed. None follows the display.memory_usage setting. True or False overrides the display.memory_usage setting. Memory usage is shown in human-readable units (base-2 representation).
null_counts : boolean, default None
Whether to show the non-null counts If None, then only show if the frame is smaller than max_info_rows and max_info_columns. If True, always show counts. If False, never show counts.