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    Home»Artificial Intelligence»I Analysed 25,000 Hotel Names and Found Four Surprising Truths
    Artificial Intelligence

    I Analysed 25,000 Hotel Names and Found Four Surprising Truths

    Editor Times FeaturedBy Editor Times FeaturedJuly 22, 2025No Comments10 Mins Read
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    The opposite day I used to be strolling round Oslo once I handed a flowery constructing with a pink carpet, black awning and a reputation in large capital letters: Resort Bristol. I used to be mystified. Bristol? In Oslo?

    Effectively, it seems that the Resort California is in Paris, that the Manhattan Resort is in Jakarta and that the Resort Vienna exists just about in every single place besides in Vienna.

    I assumed it might all come right down to advertising. However the extra I explored, the extra I noticed three tales unfolding: location, aspiration, and old-world custom.

    Observe alongside for a enjoyable information evaluation into the world of lodges that borrow metropolis names from some other place. The outcomes? Far more stunning than I anticipated.


    What are the highest lodge names?

    After I used to be again from my Oslo journey, I simply couldn’t let it go. So I did what I do greatest: develop a gentle obsession and open far too many tabs. On a type of tabs, I got here throughout the Hotel Data API from liteAPI, who have been very type to let me use their information for this evaluation.

    Right here’s how I went about it:

    I ran a worldwide seek for lodge names that referenced main cities, however weren’t really in them. For every metropolis title (say, Roma), I looped by means of each nation code and pulled lodges with that title wherever on the planet.

    The code beneath illustrates how you can extract information for a listing of cities. It makes use of a perform referred to as launch_requests to deal with the API queries, which I received’t share right here—particulars on querying the API and acquiring keys can be found within the official documentation.

    # Loop by means of every metropolis title in your record (e.g., Paris, Vienna, Rome)
    citylist=["Paris","Vienna","Rome"]
    for metropolis in citylist:
        print('Beginning extraction for', metropolis)
        outcomes=[]
    
        # Loop by means of every nation code (e.g., US, FR, DE) out of your DataFrame,
        # Please supply your individual record of countrycodes for this!
    
        for alpha in countrycodes['alpha-2']:
            print(alpha)
    
            # Assemble the API request URL with the present nation and metropolis title
            # + Filters.
            url = (
                "https://api.liteapi.journey/v3.0/information/lodges"
                "?countryCode="+alpha+
                "&hotelName="+metropolis+
                "&restrict=5000"
                "&hotelTypeIds=201percent2C203percent2C204percent2C205percent2C206percent2C208percent2C219percent2C231"
            )
    
            # Launch the request and append the end result to the record
            outcomes.append(launch_requests(url))
    
        # Mix all responses for the present metropolis right into a single DataFrame
        df_all = pd.concat(outcomes, ignore_index=True)
    
        # Save the outcomes as a CSV named after town
        df_all.to_csv(str(metropolis) + '_24_04.csv')
    

    I filtered for precise matches to maintain issues clear, so “Resort romantic” didn’t sneak in as a false Roma. I additionally additional tagged the outcomes with “incity” the place the lodge relies in the identical metropolis because the title (e.g Resort Roma in Rome), “inaddress” when the lodge is on a road named after a metropolis (e.g Resort Roma on Roma Road) and “exterior” for all the things else.

    As for town names, apart from the plain Bristol, I picked them primarily based on vibe somewhat than geography.

    I began the record with old-world allure: London, Rome and Paris. Solar by the poolside? That’s Miami, California, Barcelona and Havana. I threw in Venice, Prague and Vienna for some class. Marrakesh, Casablanca and Cairo? Unique and mysterious. And completed with cosmopolitan: Manhattan, Berlin and Shanghai.

    As an example, take the attractive foyer of The Parisian Macao, a Paris-themed lodge in, you guessed it, Macao, China.

    Picture by Hr Hao on Unsplash

    And now, the large reveal… Under is the definitive record of essentially the most borrowed metropolis names utilized in lodge names everywhere in the world. Consider it because the Olympics of metropolis names that look good on a lodge room key.

    However earlier than we get to the total desk, right here’s a map of the highest 7 finishers and, after all, the rationale behind this text, the mysterious Bristol. Every dot is an actual lodge, so be at liberty to zoom in, filter and watch the factors seem throughout borders.

    Interactive Map Generated with Flourish by the Creator

    My greatest shock? The large focus of Metropolis Identify lodges in Europe in comparison with the small scatter in North America. What are lodges referred to as after in NA? Perhaps content material for one more article?

    Now, again to the numbers, right here’s how you can learn the desk (If you happen to’re curious, I used the library PlotTable).

    • Resort Identify: The Metropolis talked about within the lodge’s title.
    • Variety of Nations: What number of nations have lodges with this title.
    • Variety of Inns: Whole lodges worldwide with this title.
    • In metropolis: What number of are literally positioned in the actual metropolis.
    • In Deal with: What number of are on a road or space with the identical title.
    • Exterior: The remainder and the fascinating bit – lodges borrowing the title however positioned nowhere close to the precise place.
    Half 1 of “Prime Borrowed Metropolis Names in Inns”. Picture by Creator
    Half 2 of “Prime Borrowed Metropolis Names in Inns”. Picture by Creator

    And the winner is…

    Paris, town of sunshine and love, comes out on prime with over 1100 lodges everywhere in the world. Sufficient to e-book a brand new one every weekend for 20 years?

    Not far behind is Vienna, fairly a shock, particularly in China, the place the title is a large hit.

    At quantity three is Rome, the place it looks like there’s Resort Roma in nearly each city in Italy.

    And I do surprise, is that this actually because of the luxurious and allure that these cities evoke? — or that some names simply sound “costly”? Let’s deep dive within the subsequent part.


    Why do lodges borrow metropolis names?

    Generally — and as a frugal traveller I can vouch for this — it’s not about being within the metropolis, it’s about being shut sufficient. Take Mestre, the mainland neighbour of Venice. Many lodges there model themselves with “Venice” within the title to seem in journey searches. For instance, the “Hilton Backyard Inn Venice Mestre San Giuliano” is way extra more likely to present up when somebody googles “locations to remain in Venice”. Take a look at the next map, which illustrates all lodges close to Venice that embrace ‘Venice’ of their title.

    Location of lodges utilizing the title Venice in Venice and Mestre. Picture by Creator

    Similar factor occurs with Paris. Many lodges are positioned exterior the official metropolis limits, however shut sufficient so you continue to really feel such as you’re on vacation in Paris. Perhaps even shut sufficient to scent that 5 Euro espresso in entrance of the Eiffel Tower.

    Location of lodges utilizing the title Paris within the Metropolis of Paris and out of doors. Picture by Creator

    Different instances, the title has little to do with geography and all the things to do with the music performed within the foyer.

    I’m speaking in regards to the Vienna Inns Group, based in 1993 in Shenzhen, China. The founder selected the title “Vienna” to promote class, consolation and classical music—a European fantasy.

    To this present day, lots of their lodges undertake a European-inspired branding fashion with neoclassical columns, chandeliers and classical piano music performed within the foyer. Exhausting to withstand, proper?

    Vienna Resort Foyer in Shenzhen. Picture is Public Area from Wikimedia Commons. Link

    In truth, once I have a look at the info, China alone accounts for nearly 1000 lodges that embrace Vienna of their title, way over any nation, together with Austria itself.

    Different enjoyable examples of branding are the Manhattan Resort in Jakarta:

    The Venetian Resort in Las Vegas, which you couldn’t pay me sufficient to go to:

    Picture by tommao wang on Unsplash

    And simply have a look at the Miami Warmth Seashore Resort in Bataan, Philippines.

    Not each lodge is known as to promote a location or a fantasy. Some are named out of pure custom.

    Let’s return to the title that began this complete journey: Bristol.

    The very first thing that I did was to map out each Resort Bristol – simply scroll as much as see the interactive map your self. The end result? Not a single Resort Bristol within the UK exterior of the Metropolis of Bristol.

    The lodges are somewhat scattered throughout Europe and even so far as South America. So I questioned: how far are these lodges from the precise metropolis of Bristol?

    Right here’s how I measured it:

    1. I calculated the space from every lodge’s coordinates to the coordinates of Bristol.
    # Compute the space (in km) between every lodge and town middle of Bristol.
    # The 'bristol' DataFrame comprises one lodge per row, with 'latitude' and 'longitude' columns.
    
    origin=(51.4545,-2.5879)
    bristol['distance_km']=bristol.apply(lambda row:distance(
        origin,
        (row['latitude'],row['longitude'])
    ).km, axis=1)
    

    2. I then plotted the distribution of these distances alongside Paris and Vienna, utilizing Seaborn’s FacetGrid as a RidgePlot. The code (too lengthy for this text) relies on Thiago Carvalho’s information in Plain English.

    Distance Distribution between lodges and town they’re named after. Picture by Creator

    The outcomes converse for themselves:

    • Paris lodges are, on common, simply 22km from the precise metropolis, principally location-driven, as we explored within the first part.
    • Vienna lodges common 8,416km away — a transparent case of enjoyable branding.
    • Bristol lodges? They sit at a median of 1,649km from Bristol — approach too far for location to be the rationale.

    So, what’s the actual story right here? For that, I flip to Roger Williams, a journalist and creator of “Excessive Occasions on the Bristol Resort”, a e-book that explores the fascinating origins of Bristol Inns across the globe.

    Williams talks about an 18th-century English nobleman, Lord Bristol. He was often known as a real connoisseur of artwork and journey, and his visits typically elevated a spot’s standing: lodges the place he stayed would even develop into informally often known as “Lord Bristol’s Resort.” This, it seems, was how the very first Inns Bristol opened throughout Europe. Later, different lodges adopted the title, both to sound subtle and opulent, or, because the proprietor of Le Bristol in Paris mentioned again in 1925, merely to maintain up an previous custom that went all the way in which again to the 18th century.

    It’s greater than only a title

    This journey began with a easy query in regards to the Resort Bristol in Oslo, a reputation that felt surprisingly misplaced. It began with one lodge, however quickly I used to be mapping names internationally. What started as simply metropolis names become a narrative about geography, branding, and even a little bit of previous European custom. Right here’s a abstract of what we discovered:

    1. Paris is town with essentially the most lodge names to its title. Most of them aren’t even in Paris —the typical “Paris Resort” is 22km away from the precise metropolis.
    2. Vienna got here subsequent. Nevertheless it’s not only a metropolis—it’s additionally a Chinese language lodge model with near 1,000 places, all promoting a refined, classical, European fantasy.
    3. Rome is third, and it seems lodges all throughout Italy love naming themselves after the capital. Location or aspiration? Perhaps each.

    What all of this exhibits is that lodge names are hardly ever random. They’re promoting a location, a fantasy, or—typically—a practice.

    And sure, the cat’s out of the bag: there are over 200 Inns Bristol worldwide, and the rationale goes all the way in which again to an 18th-century English aristocrat whose lodge preferences become a naming custom.

    So subsequent time you end up staying at a London in Uruguay, a Rome in Lisbon or a Barcelona in Mexico—you’ll know there’s in all probability extra to that title than meets the attention. And now, you understand how to begin uncovering it.

    All pictures and code on this article are by the creator



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