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[docs, bugfix]: removing period at end of figure2 label, it should not be there
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paper/paper.md

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@@ -101,13 +101,12 @@ tabbed to linearly scale to large files.
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Tablib [@tablib], comma [@comma], pandas [@pandas; @mckinney2010] and
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frictionless-py [@frictionless] are popular alternative packages to tabbed.
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\autoref{tbl: table1} compares their respective features. Pandas `read_csv` and
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Frictionless'
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`extract` functions most closely match the available features in tabbed. Both
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support broad type casting and iterative reading of large files. However, both
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require specifying the header row if metadata is written to the file. This per
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file specification of the header location makes batch reading of text files with
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varying structure difficult. Additionally, neither package stores the skipped
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metadata section for later use.
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Frictionless' `extract` functions most closely match the available features in
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tabbed. Both support broad type casting and iterative reading of large files.
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However, both require specifying the header row if metadata is written to the
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file. This per file specification of the header location makes batch reading of
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text files with varying structure difficult. Additionally, neither package
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stores the skipped metadata section for later use.
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| **Software** | **Structural Detection** | **Casting** | **Value-based Filtering** | **Iterative** |
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|:----------------:|:------------------------:|:-----------:|:-------------------------:|:-------------:|
@@ -138,7 +137,7 @@ mixed types. The conversion engine for pandas was chosen to be "python". Right:
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Tabbed's read speed as a function of the number of filters applied to each row
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during reading. In both panels black circles and error bars are the mean and
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standard deviation across 30 trials. These comparisons were carried out on
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a single 2.4 GHz Intel Core i5-6300U processor \label{fig: figure2}](figure2.png).
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a single 2.4 GHz Intel Core i5-6300U processor. \label{fig: figure2}](figure2.png)
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To further understand tabbed's performance, we tested how row filtering impacts
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read speeds. The right panel of \autoref{fig: figure2} shows the read speed

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