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2 changes: 1 addition & 1 deletion source/reading.md
Original file line number Diff line number Diff line change
Expand Up @@ -1137,7 +1137,7 @@ these. Tags are keywords that tell the web browser how to display or format
the content. Above you can see that the information we want (`$800`) is stored
between an opening and closing tag (`<span>` and `</span>`). In the opening
tag, you can also see a very useful "class" (a special word that is sometimes
included with opening tags): `class="result-price"`. Since we want R to
included with opening tags): `class="result-price"`. Since we want Python to
programmatically sort through all of the source code for the website to find
apartment prices, maybe we can look for all the tags with the `"result-price"`
class, and grab the information between the opening and closing tag. Indeed,
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2 changes: 1 addition & 1 deletion source/wrangling.md
Original file line number Diff line number Diff line change
Expand Up @@ -115,7 +115,7 @@ A data frame storing data regarding the population of various regions in Canada.
```{index} Series
```

In Python, `pandas` **series** are are objects that can contain one or more elements (like a list).
In Python, `pandas` **series** are objects that can contain one or more elements (like a list).
They are a single column, are ordered, can be indexed, and can contain any data type.
The `pandas` package uses `Series` objects to represent the columns in a data frame.
`Series` can contain a mix of data types, but it is good practice to only include a single type in a series
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