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lines changed Original file line number Diff line number Diff line change @@ -110,6 +110,8 @@ They can take a number of arguments:
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- ``verbose ``: show number of NA values inserted in non-numeric columns
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- ``squeeze ``: if True then output with only one column is turned into Series
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- ``error_bad_lines ``: if False then any lines causing an error will be skipped :ref: `bad lines <io.bad_lines >`
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+ - ``usecols ``: a subset of columns to return, results in much faster parsing
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+ time and lower memory usage.
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.. ipython :: python
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:suppress:
Original file line number Diff line number Diff line change @@ -122,6 +122,9 @@ class DateConversionError(Exception):
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Detect missing value markers (empty strings and the value of na_values). In
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data without any NAs, passing na_filter=False can improve the performance
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of reading a large file
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+ usecols : array-like
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+ Return a subset of the columns.
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+ Results in much faster parsing time and lower memory usage.
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Returns
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-------
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