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episodes/05-merging-data.md
@@ -125,7 +125,7 @@ have been repeated. We can reindex the new DataFrame using the `reset_index()` m
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### Writing Out Data to CSV
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-We can use the `to_csv` command to do export a DataFrame in CSV format. Note that the code
+We can use the `to_csv` command to export a DataFrame in CSV format. Note that the code
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below will by default save the data into the current working directory. We can
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save it to a different folder by adding the foldername and a slash to the file
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`vertical_stack.to_csv('foldername/out.csv')`. We use the `index=False` so that
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