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Update README.md
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stephen-howell authored Jun 23, 2021
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Expand Up @@ -292,14 +292,14 @@ Here are the questions on their own, followed by the code and explanations:
hotel_freq_df = hotel_freq_df.drop_duplicates(subset = ["Hotel_Name"])
display(hotel_freq_df)

Hotel_Name Total_Number_of_Reviews Total_Reviews_Found
Britannia International Hotel Canary Wharf 9086 4789
Park Plaza Westminster Bridge London 12158 4169
Copthorne Tara Hotel London Kensington 7105 3578
Hotel_Name Total_Number_of_Reviews Total_Reviews_Found
Britannia International Hotel Canary Wharf 9086 4789
Park Plaza Westminster Bridge London 12158 4169
Copthorne Tara Hotel London Kensington 7105 3578
...
Mercure Paris Porte d Orleans 110 10
Hotel Wagner 135 10
Hotel Gallitzinberg 173 8
Mercure Paris Porte d Orleans 110 10
Hotel Wagner 135 10
Hotel Gallitzinberg 173 8
```

You may notice that the *counted in the dataset* results do not match the value in `Total_Number_of_Reviews`. It is unclear if this value in the dataset represented the total number of reviews the hotel had, but not all were scraped, or some other calculation. `Total_Number_of_Reviews` is not used in the model because of this unclarity.
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