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DOC: update the to_excel docstring #20185
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@@ -1591,62 +1591,87 @@ def _repr_latex_(self): | |
# I/O Methods | ||
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_shared_docs['to_excel'] = """ | ||
Write %(klass)s to an excel sheet | ||
%(versionadded_to_excel)s | ||
Write %(klass)s to an excel sheet. | ||
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To write a %(klass)s to an excel .xlsx file it is necessary to first create | ||
an ExcelWriter object with a target file name, and specify a sheet in the | ||
file to write to. Multiple sheets may be written to by | ||
specifying unique sheet_name. With all data written to the file it is | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Sheet name between backquotes since it's a variable name, see http://numpydoc.readthedocs.io/en/latest/format.html#sections There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. ok |
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necessary to save the changes. Note that creating an ExcelWriter object | ||
with a file name that already exists will result in the contents of the | ||
existing file being erased. | ||
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Parameters | ||
---------- | ||
excel_writer : string or ExcelWriter object | ||
File path or existing ExcelWriter | ||
File path or existing ExcelWriter. | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Can we link to the class? I believe
should work. There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Also, in the extended description we say that an There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Yes this is allowed There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Yes, the ExcelWriter is not required |
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sheet_name : string, default 'Sheet1' | ||
Name of sheet which will contain DataFrame | ||
Name of sheet which will contain DataFrame. | ||
na_rep : string, default '' | ||
Missing data representation | ||
Missing data representation. | ||
float_format : string, default None | ||
Format string for floating point numbers | ||
columns : sequence, optional | ||
Columns to write | ||
Format string for floating point numbers. | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Can you mention some examples and/or link to where the format of this parameter is documented? There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. |
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columns : sequence or list of string, optional | ||
Columns to write. | ||
header : boolean or list of string, default True | ||
Write out the column names. If a list of strings is given it is | ||
assumed to be aliases for the column names | ||
assumed to be aliases for the column names. | ||
index : boolean, default True | ||
Write row names (index) | ||
Write row names (index). | ||
index_label : string or sequence, default None | ||
Column label for index column(s) if desired. If None is given, and | ||
`header` and `index` are True, then the index names are used. A | ||
sequence should be given if the DataFrame uses MultiIndex. | ||
startrow : | ||
upper left cell row to dump data frame | ||
startcol : | ||
upper left cell column to dump data frame | ||
startrow : integer, default 0 | ||
Upper left cell row to dump data frame. | ||
startcol : integer, default 0 | ||
Upper left cell column to dump data frame. | ||
engine : string, default None | ||
write engine to use - you can also set this via the options | ||
``io.excel.xlsx.writer``, ``io.excel.xls.writer``, and | ||
Write engine to use, 'openpyxl' or 'xlsxwriter'. You can also set this | ||
via the options ``io.excel.xlsx.writer``, ``io.excel.xls.writer``, and | ||
``io.excel.xlsm.writer``. | ||
merge_cells : boolean, default True | ||
Write MultiIndex and Hierarchical Rows as merged cells. | ||
encoding: string, default None | ||
encoding of the resulting excel file. Only necessary for xlwt, | ||
encoding : string, default None | ||
Encoding of the resulting excel file. Only necessary for xlwt, | ||
other writers support unicode natively. | ||
inf_rep : string, default 'inf' | ||
Representation for infinity (there is no native representation for | ||
infinity in Excel) | ||
infinity in Excel). | ||
verbose : boolean, default True | ||
Display more information in the error logs. | ||
freeze_panes : tuple of integer (length 2), default None | ||
Specifies the one-based bottommost row and rightmost column that | ||
is to be frozen | ||
is to be frozen. | ||
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.. versionadded:: 0.20.0 | ||
.. versionadded:: 0.20.0. | ||
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See Also | ||
-------- | ||
pandas.read_excel | ||
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There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Can you add pandas.ExcelWriter ? There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. OK |
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Examples | ||
-------- | ||
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>>> df1 = pd.DataFrame([['a', 'b'], ['c', 'd']], | ||
... index=['row 1', 'row 2'], | ||
... columns=['col 1', 'col 2']) | ||
>>> writer = pd.ExcelWriter('output.xlsx', engine='xlsxwriter') | ||
>>> df1.to_excel(writer, sheet_name='Sheet1') | ||
>>> writer.save() | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. I've observed this is only needed if we are creating an Perhaps it makes sense to show first an example with a file path, which is simpler, and then an example with an There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Added |
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Notes | ||
----- | ||
If passing an existing ExcelWriter object, then the sheet will be added | ||
to the existing workbook. This can be used to save different | ||
DataFrames to one workbook: | ||
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>>> writer = pd.ExcelWriter('output.xlsx') | ||
>>> df1.to_excel(writer,'Sheet1') | ||
>>> df2.to_excel(writer,'Sheet2') | ||
>>> writer.save() | ||
>>> writer2 = pd.ExcelWriter('output2.xlsx', engine='xlsxwriter') | ||
>>> df1.to_excel(writer2, sheet_name='Sheet1') | ||
>>> df2 = df1.copy() | ||
>>> df2.to_excel(writer2, sheet_name='Sheet2') | ||
>>> writer2.save() | ||
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Limit floats to a fixed precision using float_format. For example | ||
float_format="%.2f" will format 0.1234 to 0.12. | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. So I think this one is generating the problem you have, because due to the There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. OK |
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For compatibility with to_csv, to_excel serializes lists and dicts to | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Can we add a link to the method There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. ok |
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strings before writing. | ||
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Since ExcelWriter is a class I believe it should be between backticks to make it itallic like
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ok