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DOC: update the to_excel docstring #20185
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@@ -1591,65 +1591,92 @@ 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 | ||
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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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: | ||
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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Create, write to and save a workbook: | ||
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>>> df1 = pd.DataFrame([['a', 'b'], ['c', 'd']], | ||
... index=['row 1', 'row 2'], | ||
... columns=['col 1', 'col 2']) | ||
>>> df1.to_excel("output.xlsx", sheet_name='Sheet1') | ||
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>>> writer = pd.ExcelWriter('output.xlsx') | ||
>>> df1.to_excel(writer,'Sheet1') | ||
>>> df2.to_excel(writer,'Sheet2') | ||
If you wish to write to more than one sheet in the workbook, it is | ||
necessary to specify an ExcelWriter object: | ||
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>>> writer = pd.ExcelWriter('output2.xlsx', engine='xlsxwriter') | ||
>>> df1.to_excel(writer, sheet_name='Sheet1') | ||
>>> df2 = df1.copy() | ||
>>> df2.to_excel(writer, sheet_name='Sheet2') | ||
>>> writer.save() | ||
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For compatibility with to_csv, to_excel serializes lists and dicts to | ||
strings before writing. | ||
Note that once a workbook has been saved it is not possible write further | ||
data without rewriting the whole workbook. | ||
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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 <https://pandas.pydata.org/pandas-docs/stable/generated/pandas.DataFrame.to_csv.html>`__ , | ||
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. you can make this 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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to_excel serializes lists and dicts to strings before writing. | ||
""" | ||
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def to_json(self, path_or_buf=None, orient=None, date_format=None, | ||
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As discussed, this is not required.
But I think it is needed if you want to write multiple sheets, so that would be good for in the examples.
See http://pandas-docs.github.io/pandas-docs-travis/io.html#writing-excel-files-to-disk
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Updated