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add citation

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@@ -176,6 +176,22 @@ The dataset contains a single split.
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  ### Citation Information
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  [More Information Needed]
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  ### Contributions
 
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  ### Citation Information
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+ ``` bibtex
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+ _CITATION = """\
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+ @dataset{van_strien_daniel_2021_5838410,
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+ author = {van Strien, Daniel},
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+ title = {{19th Century United States Newspaper Advert images
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+ with 'illustrated' or 'non illustrated' labels}},
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+ month = oct,
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+ year = 2021,
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+ publisher = {Zenodo},
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+ version = {0.0.1},
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+ doi = {10.5281/zenodo.5838410},
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+ url = {https://doi.org/10.5281/zenodo.5838410}}
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+
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+ ```
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+
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+
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  [More Information Needed]
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  ### Contributions