# 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/string, 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. A value of ‘deep’ is equivalent of True, with deep introspection. 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.

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