The Geographical Analysis of Positive and Negative Reviews of the Three Hotels: Correlating Hotel Locations with Guest Sentiments
Yejin You
18 June 2024
Executive summary
What is (are) your main question(s)? What is your story? What does the final graphic show?
I lived in the Netherlands for 6 months as an exchange student. The city where I lived is Rotterdam, which is really near Amsterdam, so I sometimes took a short trip to Amsterdam. At that moment, I found out Amsterdam always has numerous tourists, accommodations and exciting places to visit. However, Amsterdam has also a number of weaknesses like too many tourists, noisiness, unorganized streets and so on. Despite these, there were always lots of tourists and I wondered why Amsterdam is so attractive to tourists. After then, I visited Amsterdam several times and understood why people loved there so much. Also, I hoped to stay in the hotel in Amsterdam, but I couldn’t. It’s because my dormitory was only one hour distant from Amsterdam and I thought it kind of waste. Anyway, I’m still curious about how different the hotels that are located in different areas like to be in central area or not to be in central area in Amsterdam are. So, I chose three hotels located in different sections in Amsterdam.
One(Victoria) is the nearest hotel to the Amsterdam Centraal Station which is really noisy and has the largest transient population. It’s because Amsterdam Centraal Station has many transportation facilities inside and there are lots of trams and buses outside of the station. Another(Estherea) one is the hotel which is the closest to the tourist attractions like ‘Anne Frank Huis(House)’, ‘Amsterdam Palace’, the most delicious bakery and so on. The other one(Ramada) is the remotest hotel among three hotels from the Amsterdam Centraal Station and the tourist attractions.
I predict that Victoria and Estherea will have lots of positive reviews about their locations for tourists and accessibility to various transportation facilities. However, they will maybe have some negative reviews about noisiness, light pollution, expensive price because of the locations. On the other hand, Ramada will have some positive reviews about not to be noisy, crowded and trams because the tourists who use Ramada Hotel should take the trams to go to somewhere and the tram stop is just in front of the hotel. But, it could have some bad reviews about its locations.
So, my main question is whether those two hotels near the Amsterdam Centraal Station have good reviews about their accessibility and whether those two hotels have negative reviews about noisiness, dirtiness and so on. Plus it is whether the remotest one has good reviews about calmness, organized views and bad reviews about their location which is remote from the central station.
My final three graphs will show which words are frequently used in each of the reviews, and how many they are. Also, they will show which words are consecutive while I make the graphs. These figures will solve my questions. Also, these graphs definitely will be helpful to the tourists who planned or plan to travel to Amsterdam and people who have interest in the hotels in Amsterdam.
Data background
I downloaded my data from ‘kaggle’ and it contains 515K Hotel Reviews Data in Europe. It also has the data about evaluating 1493 luxury hotels across Europe. These data are scraped from Booking.com which is famous for websites for handling hotels and other accommodations. They have 17 columns including hotel names, hotel addresses, and negative or positive reviews about the hotel. Plus, it has the reviewer nationality and the date when the review was uploaded on the website. The one who scraped these data from Booking.com and polished only did remove unicode and punctuation in order to analyze data easily. Also he/she transformed all the texts into lower case to give some uniformity.
Data loading, cleaning and preprocessing
Before making some codes, I wrote some libraries that will be helpful when I execute the codes.
install.packages("knitr")## Warning: 패키지 'knitr'가 사용중이므로 설치되지 않을 것입니다install.packages("igraph")## 'C:/Users/예진/AppData/Local/R/win-library/4.3'의 위치에 패키지(들)을 설치합니다.
## (왜냐하면 'lib'가 지정되지 않았기 때문입니다)## 패키지 'igraph'를 성공적으로 압축해제하였고 MD5 sums 이 확인되었습니다
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## 다운로드된 바이너리 패키지들은 다음의 위치에 있습니다
## C:\Users\예진\AppData\Local\Temp\RtmpyYLWv8\downloaded_packagesinstall.packages("ggraph")## 'C:/Users/예진/AppData/Local/R/win-library/4.3'의 위치에 패키지(들)을 설치합니다.
## (왜냐하면 'lib'가 지정되지 않았기 때문입니다)## 패키지 'ggraph'를 성공적으로 압축해제하였고 MD5 sums 이 확인되었습니다
##
## 다운로드된 바이너리 패키지들은 다음의 위치에 있습니다
## C:\Users\예진\AppData\Local\Temp\RtmpyYLWv8\downloaded_packagesinstall.packages("wordcloud")## 'C:/Users/예진/AppData/Local/R/win-library/4.3'의 위치에 패키지(들)을 설치합니다.
## (왜냐하면 'lib'가 지정되지 않았기 때문입니다)## 패키지 'wordcloud'를 성공적으로 압축해제하였고 MD5 sums 이 확인되었습니다
##
## 다운로드된 바이너리 패키지들은 다음의 위치에 있습니다
## C:\Users\예진\AppData\Local\Temp\RtmpyYLWv8\downloaded_packageslibrary(knitr)
library(tidyverse)## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
## ✔ dplyr 1.1.4 ✔ readr 2.1.5
## ✔ forcats 1.0.0 ✔ stringr 1.5.1
## ✔ ggplot2 3.5.0 ✔ tibble 3.2.1
## ✔ lubridate 1.9.3 ✔ tidyr 1.3.1
## ✔ purrr 1.0.2## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ dplyr::filter() masks stats::filter()
## ✖ dplyr::lag() masks stats::lag()
## ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errorslibrary(tidytext)
library(dplyr)
library(stringr)
library(ggplot2)
library(magrittr)##
## 다음의 패키지를 부착합니다: 'magrittr'
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## extractlibrary(air)
library(wordcloud)## 필요한 패키지를 로딩중입니다: RColorBrewerlibrary(ggraph)
library(igraph)##
## 다음의 패키지를 부착합니다: 'igraph'
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## unionLoad the data and tokenize them
Then, I loaded the hotel reviews and extracted three hotels’ reviews that I needed to arrange. Also, I tokenized the data to figure out the separate words.
Hotel_Reviews <- read.csv("Hotel_Reviews.csv")
Hotel_Reviews %>%
count(Hotel_Address) %>%
arrange(desc(n)) #to figure out which hotels have enough reviews to analyze## Hotel_Address
## 1 163 Marsh Wall Docklands Tower Hamlets London E14 9SJ United Kingdom
## 2 372 Strand Westminster Borough London WC2R 0JJ United Kingdom
## 3 Westminster Bridge Road Lambeth London SE1 7UT United Kingdom
## 4 Scarsdale Place Kensington Kensington and Chelsea London W8 5SY United Kingdom
## 5 7 Pepys Street City of London London EC3N 4AF United Kingdom
## 6 1 Inverness Terrace Westminster Borough London W2 3JP United Kingdom
## 7 Wrights Lane Kensington and Chelsea London W8 5SP United Kingdom
## 8 225 Edgware Road Westminster Borough London W2 1JU United Kingdom
## 9 4 18 Harrington Gardens Kensington and Chelsea London SW7 4LH United Kingdom
## 10 1 Waterview Drive Greenwich London SE10 0TW United Kingdom
## 11 27 Devonshire Terrace Westminster Borough London W2 3DP United Kingdom
## 12 Lakeside Way Brent London HA9 0BU United Kingdom
## 13 1 Addington Street Lambeth London SE1 7RY United Kingdom
## 14 30 Leinster Gardens Bayswater Westminster Borough London W2 3AN United Kingdom
## 15 18 Albert Embankment Lambeth London SE1 7TJ United Kingdom
## 16 151 157 City Road Shoreditch Islington London EC1V 1JS United Kingdom
## 17 265 Rotherhithe Street Southwark London SE16 5HW United Kingdom
## 18 41 54 Buckingham Gate Westminster Borough London SW1E 6AF United Kingdom
## 19 33 37 Hogarth Road Kensington and Chelsea London SW5 0QQ United Kingdom
## 20 Via Senigallia 6 20161 Milan Italy
## 21 Empire Way Wembley Brent London HA9 8DS United Kingdom
## 22 Holland Park Avenue Kensington and Chelsea London W11 4UL United Kingdom
## 23 Singel 303 309 Amsterdam City Center 1012 WJ Amsterdam Netherlands
## 24 St Katherines Way Tower Hamlets London E1W 1LD United Kingdom
## 25 Delflandlaan 15 Slotervaart 1062 EA Amsterdam Netherlands
## 26 Great Cumberland Place Westminster Borough London W1H 7DL United Kingdom
## 27 1 3 Queens Garden Westminster Borough London W2 3BA United Kingdom
## 28 Staalmeesterslaan 410 Slotervaart 1057 PH Amsterdam Netherlands
## 29 Molenwerf 1 1014 AG Amsterdam Netherlands
## 30 40 trinity square City of London London EC3N 4DJ United Kingdom
## 31 8 Northumberland Avenue Westminster Borough London WC2N 5BY United Kingdom
## 32 24 Ludgate Hill City of London London EC4M 7DR United Kingdom
## 33 Damrak 1 5 Amsterdam City Center 1012 LG Amsterdam Netherlands
## 34 20 Upper Ground Southwark London SE1 9PD United Kingdom
## 35 Royal Victoria Dock Western Gateway Newham London E16 1AL United Kingdom
## 36 Wibautstraat 129 Oost 1091 GL Amsterdam Netherlands
## 37 55 61 Westbourne Terrace Westminster Borough London W2 3UY United Kingdom
## 38 South Quay Marsh Wall Tower Hamlets London E14 9SH United Kingdom
## 39 34 Norfolk Place Paddington Westminster Borough London W2 1QW United Kingdom
## 40 101 Buckingham Palace Road Westminster Borough London SW1W 0SJ United Kingdom
## 41 20 Lavington Street Southwark London SE1 0NZ United Kingdom
## 42 97 Cromwell Road Kensington and Chelsea London SW7 4DN United Kingdom
## 43 22 Hertsmere Road Tower Hamlets London E14 4ED United Kingdom
## 44 Excel 2 Festoon Way Royal Victoria Dock Newham London E16 1RH United Kingdom
## 45 21 rue de Dunkerque 10th arr 75010 Paris France
## 46 239 Vauxhall Bridge Road Westminster Borough London SW1V 1EQ United Kingdom
## 47 1 8 Russell Square Camden London WC1B 5BE United Kingdom
## 48 Hendrikje Stoffelstraat 1 Slotervaart 1058 GC Amsterdam Netherlands
## 49 130 Tottenham Court Road Camden London W1T 5AY United Kingdom
## 50 Piazza Duca D Aosta 4 6 Central Station 20124 Milan Italy
## 51 52 Chiswell Street City of London London EC1Y 4SD United Kingdom
## 52 68 86 Cromwell Road Kensington Kensington and Chelsea London SW7 5BT United Kingdom
## 53 1 Shortlands Hammersmith and Fulham London W6 8DR United Kingdom
## 54 29 31 Gower Street Camden London WC1E 6HG United Kingdom
## 55 58 Shepherds Bush Green Hammersmith and Fulham London W12 8QE United Kingdom
## 56 Bryanston Street Marble Arch Westminster Borough London W1H 7EH United Kingdom
## 57 Oosterdoksstraat 4 Amsterdam City Center 1011 DK Amsterdam Netherlands
## 58 44 Grosvenor Square Westminster Borough London W1K 2HP United Kingdom
## 59 5 Olympic Way Wembley Brent London HA9 0NP United Kingdom
## 60 30 John Islip St Westminster Borough London SW1P 4DD United Kingdom
## 61 Dam 9 Amsterdam City Center 1012 JS Amsterdam Netherlands
## 62 100 110 Euston Road Camden London NW1 2AJ United Kingdom
## 63 Leidsekade 97 Amsterdam City Center 1017 PN Amsterdam Netherlands
## 64 Coram Street Camden London WC1N 1HT United Kingdom
## 65 Cardington Street Euston Camden London NW1 2LP United Kingdom
## 66 43 51 Wembley Hill Road Brent London HA9 8AU United Kingdom
## 67 Prinses Irenestraat 30 Zuideramstel 1077 WX Amsterdam Netherlands
## 68 Rusland 17 Amsterdam City Center 1012 CK Amsterdam Netherlands
## 69 146 Praed Street Westminster Borough London W2 1EE United Kingdom
## 70 De Passage 90 Noord Holland Zuidoost 1101 AX Amsterdam Netherlands
## 71 10 Godliman Street City of London London EC4V 5AJ United Kingdom
## 72 5 Fairmont Avenue Canary Wharf Tower Hamlets London E14 9JB United Kingdom
## 73 Euston Road Camden London NW1 2AR United Kingdom
## 74 61 Lincoln s Inn Fields Camden London WC2A 3JW United Kingdom
## 75 King William Walk Greenwich London SE10 9JW United Kingdom
## 76 5 rue du 8 Mai 1945 10th arr 75010 Paris France
## 77 One Eastern Gateway Royal Victoria Dock Newham London E16 1FR United Kingdom
## 78 65 73 Shaftesbury Avenue Westminster Borough London W1D 6EX United Kingdom
## 79 Viale Sarca 336 Bicocca Zara 20125 Milan Italy
## 80 81 103 Euston Street Camden London NW1 2EZ United Kingdom
## 81 Lancaster Gate Westminster Borough London W2 3LG United Kingdom
## 82 31 St Thomas Street Southwark London SE1 9QU United Kingdom
## 83 Vijzelstraat 4 Amsterdam City Center 1017 HK Amsterdam Netherlands
## 84 23 Leinster Gardens Westminster Borough London W2 3AN United Kingdom
## 85 31 34 Queen s Gate Kensington and Chelsea London SW7 5JA United Kingdom
## 86 7 Gracechurch Street City of London London EC3V 0DR United Kingdom
## 87 78 84 Sussex Gardens Westminster Borough London W2 1UH United Kingdom
## 88 Moll de Barcelona WTC Ciutat Vella 08039 Barcelona Spain
## 89 152 Cricklewood Broadway Cricklewood London NW2 3ED United Kingdom
## 90 Arlandaweg 10 Westpoort 1043 EW Amsterdam Netherlands
## 91 2 Bridge Place Victoria Westminster Borough London SW1V 1QA United Kingdom
## 92 2 Wallenberg Place Westminster Borough London W1H 7TN United Kingdom
## 93 Avenida Meridiana 151 Sant Mart 08026 Barcelona Spain
## 94 2 Stanhope Row Park Lane Westminster Borough London W1J 7BS United Kingdom
## 95 Via Napo Torriani 18 Central Station 20124 Milan Italy
## 96 No 1 Seething Lane City of London London EC3N 4AX United Kingdom
## 97 1 2 Serjeant s Inn Fleet Street City of London London EC4Y 1LL United Kingdom
## 98 52 56 Inverness Terrace Westminster Borough London W2 3LB United Kingdom
## 99 140 Gloucester Road Kensington and Chelsea London SW7 4QH United Kingdom
## 100 100 Queen s Gate Kensington and Chelsea London SW7 5AG United Kingdom
## 101 1 Kings Cross Road Islington London WC1X 9HX United Kingdom
## 102 17 25 Sloane Street Knightsbridge Kensington and Chelsea London SW1X 9NU United Kingdom
## 103 10a Chestnut Plaza Westfield Stratford City Olympic Park Newham London E20 1GL United Kingdom
## 104 2 Whitehall Court Westminster Borough London SW1A 2EJ United Kingdom
## 105 Catherine Grove Greenwich Greenwich London SE10 8BB United Kingdom
## 106 130 135 Minories City of London London EC3N 1NU United Kingdom
## 107 5 7 Princes Square Kensington and Chelsea London W2 4NP United Kingdom
## 108 Bergara 11 Eixample 08002 Barcelona Spain
## 109 80 86 Belgrave Road Westminster Borough London SW1V 2BJ United Kingdom
## 110 Schottenring 3 01 Innere Stadt 1010 Vienna Austria
## 111 50 Lancaster Gate Westminster Borough London W2 3NA United Kingdom
## 112 64 76 Hendon Way London NW2 2NL United Kingdom
## 113 150 Bayswater Road Kensington and Chelsea London W2 4RT United Kingdom
## 114 97 Great Russell Street Bloomsbury Camden London WC1B 3LB United Kingdom
## 115 Aletta Jacobslaan 7 Slotervaart 1066 BP Amsterdam Netherlands
## 116 Plaza Espa a 6 8 Sants Montju c 08014 Barcelona Spain
## 117 92 Southampton Row Camden London WC1B 4BH United Kingdom
## 118 626 Chiswick High St Chiswick London W4 5RY United Kingdom
## 119 75 Gower Street Camden London WC1E 6HJ United Kingdom
## 120 IJdock 6 Amsterdam City Center 1013 MM Amsterdam Netherlands
## 121 60 Pentonville Road Islington London N1 9LA United Kingdom
## 122 Via Albricci 2 4 Milan City Center 20122 Milan Italy
## 123 Avenida Diagonal 1 Sant Mart 08019 Barcelona Spain
## 124 2 8 Great Suffolk Street Southwark London SE1 0UG United Kingdom
## 125 419 437 Hackney Road London E2 8PP United Kingdom
## 126 Pelai 28 Ciutat Vella 08002 Barcelona Spain
## 127 380 Kensington High Street Kensington and Chelsea London W14 8NL United Kingdom
## 128 9 13 Bloomsbury Street Nr Covent Garden Camden London WC1B 3QD United Kingdom
## 129 Taborstra e 12 02 Leopoldstadt 1020 Vienna Austria
## 130 Fulham Road Stamford Bridge Hammersmith and Fulham London SW6 1HS United Kingdom
## 131 59 Leinster Square Kensington and Chelsea London W2 4PS United Kingdom
## 132 Nieuwezijds Voorburgwal 67 Amsterdam City Center 1012 RE Amsterdam Netherlands
## 133 2 24 Kensington High St Kensington and Chelsea London W8 4PT United Kingdom
## 134 3 Place du G n ral Koenig 17th arr 75017 Paris France
## 135 Nieuwezijdskolk 19 Amsterdam City Center 1012 PV Amsterdam Netherlands
## 136 Capellans 4 Ciutat Vella 08002 Barcelona Spain
## 137 22 Portman Square Westminster Borough London W1H 7BG United Kingdom
## 138 19 21 Gt Marlborough St Westminster Borough London W1F 7HL United Kingdom
## 139 104 Bayswater Rd Westminster Borough London W2 3HL United Kingdom
## 140 Naritaweg 1 Westpoort 1043 BP Amsterdam Netherlands
## 141 173 Gloucester Place Westminster Borough London NW1 6DX United Kingdom
## 142 26 28 Trebovir Rd Kensington and Chelsea London SW5 9NJ United Kingdom
## 143 18 Avenue De Suffren Entr e au 22 rue Jean Rey 15th arr 75015 Paris France
## 144 Mandeville Place Westminster Borough London W1U 2BE United Kingdom
## 145 Pla a de Llevant s n Sant Mart 08019 Barcelona Spain
## 146 Leeuwendalersweg 21 Bos en Lommer 1055 JE Amsterdam Netherlands
## 147 Avinguda Icaria 195 Sant Mart 08005 Barcelona Spain
## 148 6 Holywell Lane Hackney London EC2A 3ET United Kingdom
## 149 Plaza Paisos Catalans s n Sants Montju c 08014 Barcelona Spain
## 150 Damrak 96 Amsterdam City Center 1012 LP Amsterdam Netherlands
## 151 36 37 Lancaster Gate Westminster Borough London W2 3NA United Kingdom
## 152 Carburton Street Westminster Borough London W1W 5EE United Kingdom
## 153 12 Lancaster Gate Lancaster Gate Westminster Borough London W2 3LG United Kingdom
## 154 78 82 Westbourne Terrace Westminster Borough London W2 6QA United Kingdom
## 155 53 59 Kilburn High Road Maida Vale London Camden London NW6 5SB United Kingdom
## 156 7 11 Queensberry Place Kensington and Chelsea London SW7 2DL United Kingdom
## 157 Gran Via 605 Eixample 08007 Barcelona Spain
## 158 Mallorca 1 23 Sants Montju c 08014 Barcelona Spain
## 159 8 10 Queensberry Place Kensington and Chelsea London SW7 2EA United Kingdom
## 160 Apollolaan 2 Oud Zuid 1077 BA Amsterdam Netherlands
## 161 5 More London Place Tooley Street Southwark London SE1 2BY United Kingdom
## 162 Joan Muyskenweg 10 Oost 1096 CJ Amsterdam Netherlands
## 163 Aldwych Westminster Borough London WC2B 4DD United Kingdom
## 164 Belgrove Street Camden London WC1H 8AB United Kingdom
## 165 Stratton Street Mayfair Westminster Borough London W1J 8LT United Kingdom
## 166 Gran V a de les Corts Catalanes 322 Sants Montju c 08004 Barcelona Spain
## 167 Prins Hendrikkade 59 72 Amsterdam City Center 1012 AD Amsterdam Netherlands
## 168 Prins Hendrikkade 33 Amsterdam City Center 1012 TM Amsterdam Netherlands
## 169 Boquer a 10 Ciutat Vella 08002 Barcelona Spain
## 170 The Strand Westminster Borough London WC2N 5HX United Kingdom
## 171 12 Osborn Street Aldgate East Tower Hamlets London E1 6TE United Kingdom
## 172 Spuistraat 288 292 Amsterdam City Center 1012 VX Amsterdam Netherlands
## 173 20 Nevern Square Kensington and Chelsea London SW5 9PD United Kingdom
## 174 34 Lombard Road Battersea London SW11 3RF United Kingdom
## 175 Plaza de Catalunya 19 Ciutat Vella 08002 Barcelona Spain
## 176 20 Rue Jean Rey 15th arr 75015 Paris France
## 177 12 Upper Woburn Place Camden London WC1H 0HX United Kingdom
## 178 20 Mercer Street Covent Garden Camden London WC2H 9HD United Kingdom
## 179 39 Buckingham Palace Road Westminster Borough London SW1W 0PS United Kingdom
## 180 Passeig de Gracia 84 Eixample 08008 Barcelona Spain
## 181 18 21 Charterhouse Square Islington London EC1M 6AH United Kingdom
## 182 Richmond Way Hammersmith and Fulham London W14 0AX United Kingdom
## 183 199 206 High Holborn Camden London WC1V 7BD United Kingdom
## 184 128 King Henry s Road Camden London NW3 3ST United Kingdom
## 185 Amstelstraat 17 Amsterdam City Center 1017 DA Amsterdam Netherlands
## 186 84 King Street Hammersmith and Fulham London W6 0QW United Kingdom
## 187 30 Jamestown Road Camden London NW1 7BY United Kingdom
## 188 42 46 Chiswell Street City of London London EC1Y 4SB United Kingdom
## 189 Piazza Fontana 3 Milan City Center 20122 Milan Italy
## 190 4 Broad Court Bow Street Covent Garden Westminster Borough London WC2B 5QZ United Kingdom
## 191 14 15 Langham Place Westminster Borough London W1B 2QS United Kingdom
## 192 Matrosengasse 6 8 06 Mariahilf 1060 Vienna Austria
## 193 George Street Westminster Borough London W1H 5BJ United Kingdom
## 194 Las Ramblas 117 Ciutat Vella 08002 Barcelona Spain
## 195 22 25 Finsbury Square City Islington London EC2A 1DX United Kingdom
## 196 Rennweg 16 03 Landstra e 1030 Vienna Austria
## 197 11 Thurloe Place Knightsbridge Kensington and Chelsea London SW7 2RS United Kingdom
## 198 82 Gloucester Place Westminster Borough London W1U 6HN United Kingdom
## 199 354 Queenstown Road Battersea London SW8 4AE United Kingdom
## 200 Bloomsbury Way Camden London WC1A 2SD United Kingdom
## 201 4 Portal Way Gypsy Corner A40 London W3 6RT United Kingdom
## 202 202 rue de Rivoli 1st arr 75001 Paris France
## 203 5 Curzon St Westminster Borough London W1J 5HL United Kingdom
## 204 31 36 Leicester Square Westminster Borough London WC2H 7LH United Kingdom
## 205 40 Rue du Commandant Ren Mouchotte 14th arr 75014 Paris France
## 206 45 Prescot Street City of London London E1 8GP United Kingdom
## 207 Lerchenfelder Stra e 1 3 07 Neubau 1070 Vienna Austria
## 208 66 Great Queen Street Covent Garden Camden London WC2B 5BX United Kingdom
## 209 2 8 Hanger Lane Ealing Common London W5 3HN United Kingdom
## 210 81 Great Eastern Street Islington London EC2A 3HU United Kingdom
## 211 47 Welbeck Street Westminster Borough London W1G 8DN United Kingdom
## 212 Largo Augusto 10 Milan City Center 20122 Milan Italy
## 213 Sant Pau 9 11 Ciutat Vella 08001 Barcelona Spain
## 214 291 Greenwich High Road Greenwich Greenwich London SE10 8NA United Kingdom
## 215 53 Upper Street Islington London N1 0UY United Kingdom
## 216 Josefst dter Stra e 10 12 08 Josefstadt 1080 Vienna Austria
## 217 Westeinde 26 Amsterdam City Center 1017 ZP Amsterdam Netherlands
## 218 Albany Street London NW1 3UP United Kingdom
## 219 Via Spallanzani 40 Central Station 20129 Milan Italy
## 220 Lancaster Terrace Westminster Borough London W2 2TY United Kingdom
## 221 3 Berkeley Street Westminster Borough London W1J 8NE United Kingdom
## 222 Via Tarchetti 2 Milan City Center 20121 Milan Italy
## 223 Gran V a De Les Corts Catalanes 570 Eixample 08011 Barcelona Spain
## 224 Stadhouderskade 25 Oud Zuid 1071 ZD Amsterdam Netherlands
## 225 144 Praed St Paddington Westminster Borough London W2 1HU United Kingdom
## 226 Piazza Luigi di Savoia 6 Central Station 20124 Milan Italy
## 227 King s Cross St Pancras International Station Pancras Road Camden London N1C 4TB United Kingdom
## 228 Ramon Turr 196 198 Sant Mart 08005 Barcelona Spain
## 229 Piazza Lima 2 Central Station 20124 Milan Italy
## 230 Piazza Giuseppe Missori 1 Milan City Center 20123 Milan Italy
## 231 130 134 Southampton Row Camden London WC1B 5AF United Kingdom
## 232 Aribau 33 Eixample 08011 Barcelona Spain
## 233 10 Palace Place Westminster Borough London SW1E 5BW United Kingdom
## 234 Wiedner Hauptstr 27 29 04 Wieden 1040 Vienna Austria
## 235 Caspe 103 Eixample 08013 Barcelona Spain
## 236 Schepenbergweg 50 Zuidoost 1105 AT Amsterdam Netherlands
## 237 Slotermeerlaan 80 Geuzenveld Slotermeer 1064 HD Amsterdam Netherlands
## 238 18 Lodge Road Near Baker Street And Marylebone Westminster Borough London NW8 7JT United Kingdom
## 239 Koninginneweg 34 36 Oud Zuid 1075 CZ Amsterdam Netherlands
## 240 Viale Andrea Doria 4 Central Station 20124 Milan Italy
## 241 108 Baker Street Westminster Borough London W1U 6LJ United Kingdom
## 242 Bergara 2 4 Eixample 08002 Barcelona Spain
## 243 Bridges Court Road Battersea London SW11 3BE United Kingdom
## 244 335 337 High Street Stratford Newham London E15 2TF United Kingdom
## 245 Pla a Rosa dels Vents 1 Passeig Joan de Borbo Ciutat Vella 08039 Barcelona Spain
## 246 7 Western Gateway Royal Victoria Dock Newham London E16 1AA United Kingdom
## 247 19 25 Granville Place Marble Arch Westminster Borough London W1H 6PA United Kingdom
## 248 Calle K s n Entrada principal Mercabarna Sants Montju c 08040 Barcelona Spain
## 249 Cardenal Reig 11 Les Corts 08028 Barcelona Spain
## 250 39 Coventry Street Westminster Borough London W1D 6BZ United Kingdom
## 251 Dijsselhofplantsoen 7 Oud Zuid 1077 BJ Amsterdam Netherlands
## 252 1 15 Templeton Place Earl s Court Kensington and Chelsea London SW5 9NB United Kingdom
## 253 2 Rue Hector Malot 12th arr 75012 Paris France
## 254 Kirchberggasse 6 07 Neubau 1070 Vienna Austria
## 255 Taborstra e 8 A 02 Leopoldstadt 1020 Vienna Austria
## 256 31 Great Cumberland Place Westminster Borough London W1H 7TA United Kingdom
## 257 Am Stadtpark 1 03 Landstra e 1030 Vienna Austria
## 258 Portland Place Westminster Borough London W1B 1JA United Kingdom
## 259 14 16 Craven Hill Lancaster Gate Westminster Borough London W2 3DU United Kingdom
## 260 350 Oxford Street Westminster Borough London W1C 1BY United Kingdom
## 261 181 Cromwell Road Kensington and Chelsea London SW5 0SF United Kingdom
## 262 6 Hercules Road Lambeth London SE1 7DP United Kingdom
## 263 Rambla del Raval 17 21 Ciutat Vella 08001 Barcelona Spain
## 264 Herengracht 341 Amsterdam City Center 1016 AZ Amsterdam Netherlands
## 265 Chelsea Harbour Hammersmith and Fulham London SW10 0XG United Kingdom
## 266 Imperial Road Hammersmith and Fulham London SW6 2GA United Kingdom
## 267 19 21 Penywern Road Kensington and Chelsea London SW5 9TT United Kingdom
## 268 Sonnenhofgasse 8 10 05 Margareten 1050 Vienna Austria
## 269 Via Baracchini 12 Milan City Center 20123 Milan Italy
## 270 Prinsengracht 444 Amsterdam City Center 1017 KE Amsterdam Netherlands
## 271 Western Gateway Newham London E16 1FA United Kingdom
## 272 Strand Westminster Borough London WC2R 0EU United Kingdom
## 273 16 22 Great Russell Street Camden London WC1B 3NN United Kingdom
## 274 Europaboulevard 10 Zuideramstel 1083 AD Amsterdam Netherlands
## 275 Kattengat 1 Amsterdam City Center 1012 SZ Amsterdam Netherlands
## 276 11 12 Poplar Mews Shepherd s Bush Hammersmith and Fulham London W12 7JS United Kingdom
## 277 Prins Hendrikkade 108 Amsterdam City Center 1011 AK Amsterdam Netherlands
## 278 K rntnerstra e 18 Eingang Neuer Markt 3 01 Innere Stadt 1010 Vienna Austria
## 279 8 Place Marguerite de Navarre 1st arr 75001 Paris France
## 280 Calabria 90 92 Eixample 08015 Barcelona Spain
## 281 Vondelstraat 18 30 Oud West 1054 GE Amsterdam Netherlands
## 282 190 Queen s Gate Kensington and Chelsea London SW7 5EX United Kingdom
## 283 Herrengasse 10 01 Innere Stadt 1010 Vienna Austria
## 284 Silvio Pellico 4 Milan City Center 20121 Milan Italy
## 285 36 Great st Helens City of London London EC3A 6AP United Kingdom
## 286 Nes 49 Amsterdam City Center 1012 KD Amsterdam Netherlands
## 287 Piet Heinkade 11 Zeeburg 1019 BR Amsterdam Netherlands
## 288 Roger de Lluria 16 18 Eixample 08010 Barcelona Spain
## 289 Viale Bianca Maria 4 Milan City Center 20129 Milan Italy
## 290 40 Liverpool Street City of London London EC2M 7QN United Kingdom
## 291 Pallars 121 125 Sant Mart 08018 Barcelona Spain
## 292 Rossell 390 Eixample 08025 Barcelona Spain
## 293 Sancho de vila 32 34 Sant Mart 08018 Barcelona Spain
## 294 100 Shoreditch High Street Hackney London E1 6JQ United Kingdom
## 295 Rambla Catalunya 7 9 Eixample 08007 Barcelona Spain
## 296 Corso Buenos Aires 3 Milan City Center 20124 Milan Italy
## 297 Piazza Gerusalemme 6 Sempione 20154 Milan Italy
## 298 Schwedenplatz 3 4 01 Innere Stadt 1010 Vienna Austria
## 299 Wiedner G rtel 14 04 Wieden 1040 Vienna Austria
## 300 Balmes 117 Eixample 08008 Barcelona Spain
## 301 Pallars 128 130 Sant Mart 08018 Barcelona Spain
## 302 Robert Stolz Platz 1 01 Innere Stadt 1010 Vienna Austria
## 303 Provincialeweg 38 Zuidoost 1108 AB Amsterdam Netherlands
## 304 173 185 Greenwich High Rd Greenwich London SE10 8JA United Kingdom
## 305 Via Pietro Gaggia 3 Ripamonti Corvetto 20139 Milan Italy
## 306 117 129 Cromwell Road Kensington and Chelsea London SW7 4DS United Kingdom
## 307 Donau City Stra e 7 22 Donaustadt 1220 Vienna Austria
## 308 Gran Via de les Corts Catalanes 644 Eixample 08007 Barcelona Spain
## 309 Half Moon Street Westminster Borough London W1J 7BH United Kingdom
## 310 Via Gian Battista Pirelli 20 Central Station 20124 Milan Italy
## 311 61 Quai De Grenelle 15th arr 75015 Paris France
## 312 61 Gloucester Road Kensington and Chelsea London SW7 4PE United Kingdom
## 313 Bergara 8 Eixample 08002 Barcelona Spain
## 314 45 St Martin s Lane Westminster Borough London WC2N 4HX United Kingdom
## 315 10 Carlisle Street Westminster Borough London W1D 3BR United Kingdom
## 316 25 Courtfield Gardens Kensington and Chelsea London SW5 0PG United Kingdom
## 317 10b Chestnut Plaza Westfield Stratford City Olympic Park Newham London E20 1GL United Kingdom
## 318 Piazza Luigi di Savoia 20 Central Station 20124 Milan Italy
## 319 Arcs 10 Ciutat Vella 08002 Barcelona Spain
## 320 Pla a Urquinaona 2 Eixample 08010 Barcelona Spain
## 321 Rembrandtplein 26 36 Amsterdam City Center 1017 CV Amsterdam Netherlands
## 322 284 To 302 Waterloo Road Southwark London SE1 8RQ United Kingdom
## 323 57 59 Welbeck Street Westminster Borough London W1G 9BL United Kingdom
## 324 Half Moon Street Westminster Borough London W1J 7BN United Kingdom
## 325 Paseo Garc a Faria 37 47 Sant Mart 08019 Barcelona Spain
## 326 35 Charles Street Mayfair Westminster Borough London W1J 5EB United Kingdom
## 327 Ijburglaan 539 Zeeburg 1087 BE Amsterdam Netherlands
## 328 134 George Street Westminster Borough London W1H 5DN United Kingdom
## 329 Schubertring 10 12 01 Innere Stadt 1010 Vienna Austria
## 330 Karspeldreef 2 Zuidoost 1101 CJ Amsterdam Netherlands
## 331 336 337 Strand London Westminster Borough London WC2R 1HA United Kingdom
## 332 17 18 Upper Woburn Place Camden London WC1H 0HT United Kingdom
## 333 Spaarndammerdijk 304 Westerpark 1013 ZX Amsterdam Netherlands
## 334 Via Gaetano Airaghi 125 20153 Milan Italy
## 335 Whitcomb Street Trafalgar Square Westminster Borough London WC2H 7HG United Kingdom
## 336 23 Mecklenburgh Square Camden London WC1N 2AD United Kingdom
## 337 Hintschiggasse 1 10 Favoriten 1100 Vienna Austria
## 338 11 13 Bayley Street Bedford Square Camden London WC1B 3HD United Kingdom
## 339 Manor Road London IG8 8AE United Kingdom
## 340 Sloane Square Kensington and Chelsea London SW1W 8EG United Kingdom
## 341 88 Holland Road Kensington and Chelsea London W14 8BN United Kingdom
## 342 Ferdinand Bolstraat 333 Oud Zuid 1072 LH Amsterdam Netherlands
## 343 Breite Gasse 9 07 Neubau 1070 Vienna Austria
## 344 Gran Via Corts Catalanes 656 Eixample 08010 Barcelona Spain
## 345 Linnaeusstraat 89 Oost 1093 EK Amsterdam Netherlands
## 346 20 28 Bolsover Street Westminster Borough London W1W 5NB United Kingdom
## 347 Passeig de Gracia 68 Eixample 08007 Barcelona Spain
## 348 Plaza Parade Camden London NW6 5RP United Kingdom
## 349 41 Queens Gate Gardens Kensington and Chelsea London SW7 5NB United Kingdom
## 350 Via Santa Sofia 10 Milan City Center 20122 Milan Italy
## 351 1a Lexham Gardens Kensington and Chelsea London W8 5JJ United Kingdom
## 352 31 33 Argyle Street Camden London WC1H 8EP United Kingdom
## 353 Putget 68 Sarri St Gervasi 08023 Barcelona Spain
## 354 Schlossallee 8 14 Penzing 1140 Vienna Austria
## 355 Via Lucio Giunio Columella 36 Distretto Viale Monza 20128 Milan Italy
## 356 Rec Comtal 16 18 Ciutat Vella 08003 Barcelona Spain
## 357 Wiedner Hauptstra e 44 04 Wieden 1040 Vienna Austria
## 358 7 9 Copthall Avenue City of London London EC2R 7NJ United Kingdom
## 359 Ronda Sant Pere 9 Eixample 08010 Barcelona Spain
## 360 15 Seymour Street Westminster Borough London W1H 7JW United Kingdom
## 361 Via Galileo Galilei 2 Central Station 20124 Milan Italy
## 362 Passeig de Picasso 26 30 Ciutat Vella 08003 Barcelona Spain
## 363 Tilling Road London NW2 1LP United Kingdom
## 364 John M Keynesplein 2 Slotervaart 1066 EP Amsterdam Netherlands
## 365 La Rambla 109 Ciutat Vella 08002 Barcelona Spain
## 366 Oude Haagseweg 20 Slotervaart 1066 BW Amsterdam Netherlands
## 367 Mautner Markhof Gasse 50 11 Simmering 1110 Vienna Austria
## 368 Parkring 12 01 Innere Stadt 1010 Vienna Austria
## 369 Hietzinger Hauptstra e 10 14 13 Hietzing 1130 Vienna Austria
## 370 102 Bd De Grenelle 15th arr 75015 Paris France
## 371 46 Blackfriars Road Southwark London SE1 8NZ United Kingdom
## 372 71 Vincent Square Westminster Borough London SW1P 2PA United Kingdom
## 373 Roger de Ll ria 60 Eixample 08009 Barcelona Spain
## 374 Handelskai 269 02 Leopoldstadt 1020 Vienna Austria
## 375 4 Bryanston St Marble Arch Westminster Borough London W1H 7BY United Kingdom
## 376 Via Laietana 17 Ciutat Vella 08003 Barcelona Spain
## 377 K rntner Stra e 32 34 01 Innere Stadt 1010 Vienna Austria
## 378 Via della Giustizia 10 D Bicocca Zara 20125 Milan Italy
## 379 30 Barkston Gardens Kensington and Chelsea London SW5 0EN United Kingdom
## 380 Landstra er Hauptstra e 155 03 Landstra e 1030 Vienna Austria
## 381 35 Ixworth Place Kensington and Chelsea London SW3 3QX United Kingdom
## 382 81 Jermyn Street Westminster Borough London SW1Y 6JF United Kingdom
## 383 Josefsgasse 4 6 08 Josefstadt 1080 Vienna Austria
## 384 Eerste Constantijn Huygensstraat 10A Oud West 1054 BR Amsterdam Netherlands
## 385 15 Montague St Bloomsbury Camden London WC1B 5BJ United Kingdom
## 386 71 79 Southwark Street Southwark London SE1 0JA United Kingdom
## 387 Western Avenue Ealing London W5 1HG United Kingdom
## 388 2 place Louis Armand 12th arr 75012 Paris France
## 389 5 rue de Berri 8th arr 75008 Paris France
## 390 Josep Pla 69 Sant Mart 08019 Barcelona Spain
## 391 Mariahilfer Stra e 122 Ecke Kaiserstra e 1 3 07 Neubau 1070 Vienna Austria
## 392 Herengracht 255 Amsterdam City Center 1016 BJ Amsterdam Netherlands
## 393 Karl Popper Stra e 22 10 Favoriten 1100 Vienna Austria
## 394 150 Piccadilly Westminster Borough London W1J 9BR United Kingdom
## 395 s Gravesandestraat 55 Oost 1092 AA Amsterdam Netherlands
## 396 222 Marylebone Road Westminster Borough London NW1 6JQ United Kingdom
## 397 54 Uxbridge Road Shepherds Bush Hammersmith and Fulham London W12 8LP United Kingdom
## 398 Coopers Row City of London London EC3N 2BQ United Kingdom
## 399 Fizeaustraat 2 Oost 1097 SC Amsterdam Netherlands
## 400 Valencia 157 Eixample 08011 Barcelona Spain
## 401 Guillem Tell 49 Sarri St Gervasi 08006 Barcelona Spain
## 402 Keizersgracht 164 Amsterdam City Center 1015 CZ Amsterdam Netherlands
## 403 Pintor Fortuny 13 Ciutat Vella 08001 Barcelona Spain
## 404 Via Fatebenefratelli 21 Milan City Center 20121 Milan Italy
## 405 Tower Bridge Road Southwark London SE1 3UN United Kingdom
## 406 Rosell n 174 176 Eixample 08036 Barcelona Spain
## 407 Avinguda Catedral 7 Ciutat Vella 08002 Barcelona Spain
## 408 Eerste Constantijn huygensstraat 26G Oud West 1054 BR Amsterdam Netherlands
## 409 11 15 Rue De Lyon 12th arr 75012 Paris France
## 410 Stadhouderskade 7 Oud West 1054 ES Amsterdam Netherlands
## 411 2 The Avenue Ealing London W13 8PH United Kingdom
## 412 3 Kingdom Street Sheldon Square Westminster Borough London W2 6BD United Kingdom
## 413 Gutheil Schoder Gasse 7B 10 Favoriten 1100 Vienna Austria
## 414 252 High Holborn Holborn Camden London WC1V 7EN United Kingdom
## 415 56 57 Frith Street Westminster Borough London W1D 3JG United Kingdom
## 416 Webgasse 23 06 Mariahilf 1060 Vienna Austria
## 417 10 Pepys Street City of London London EC3N 2NR United Kingdom
## 418 Stadhouderskade 12 Oud West 1054 ES Amsterdam Netherlands
## 419 W hringer Stra e 33 35 09 Alsergrund 1090 Vienna Austria
## 420 Weihburggasse 3 01 Innere Stadt 1010 Vienna Austria
## 421 Diputaci 257 Eixample 08007 Barcelona Spain
## 422 Hanger Lane Ealing London W5 3HL United Kingdom
## 423 Via Fabio Filzi 25 B Central Station 20124 Milan Italy
## 424 2 Caxton Street Westminster Borough London SW1H 0QW United Kingdom
## 425 35 Rue Caumartin 9th arr 75009 Paris France
## 426 10 Harrington Road Kensington and Chelsea London SW7 3ER United Kingdom
## 427 Avenida Roma 2 4 Sants Montju c 08014 Barcelona Spain
## 428 V a Laietana 69 Ciutat Vella 08003 Barcelona Spain
## 429 153 Hammersmith Road Hammersmith and Fulham London W14 0QL United Kingdom
## 430 Nicaragua 47 Sants Montju c 08029 Barcelona Spain
## 431 5 Cavell Street Tower Hamlets London E1 2BP United Kingdom
## 432 17 rue de l Arcade 8th arr 75008 Paris France
## 433 Via Privata Leopoldo Gasparotto 8 Central Station 20124 Milan Italy
## 434 Girona 158 Eixample 08037 Barcelona Spain
## 435 225 High Street Kensington Kensington and Chelsea London W8 6SA United Kingdom
## 436 2 place des Pyramides 1st arr 75001 Paris France
## 437 Apollolaan 123 125 Oud Zuid 1077 AP Amsterdam Netherlands
## 438 La Rambla 22 24 Ciutat Vella 08002 Barcelona Spain
## 439 34 37 Bedford Place Bloomsbury Camden London WC1B 5JR United Kingdom
## 440 Via Laietana 49 Ciutat Vella 08003 Barcelona Spain
## 441 Jan Luykenstraat 58 Oud Zuid 1071 CS Amsterdam Netherlands
## 442 Via Angelo Carlo Fumagalli 4 Navigli 20143 Milan Italy
## 443 68 Regent Street West End Mayfair Westminster Borough London W1B 4DY United Kingdom
## 444 69 Vincent Square Westminster Borough London SW1P 2PA United Kingdom
## 445 2 Spring Gardens Trafalgar Square Westminster Borough London SW1A 2TS United Kingdom
## 446 111 avenue de la Bourdonnais 7th arr 75007 Paris France
## 447 Panama Laan 188 196 Zeeburg 1019 AZ Amsterdam Netherlands
## 448 Southampton Row Bloomsbury Camden London WC1B 4AR United Kingdom
## 449 Wagramer Stra e 16 18 22 Donaustadt 1220 Vienna Austria
## 450 Gran Via de les Corts Catalanes 700 Eixample 08010 Barcelona Spain
## 451 Pas de Sota Muralla 9 Ciutat Vella 08003 Barcelona Spain
## 452 22 28 Broadway Westminster Borough London SW1H 0BH United Kingdom
## 453 Tiefer Graben 14 20 01 Innere Stadt 1010 Vienna Austria
## 454 Gran Via de les Corts Catalanes 668 Eixample 08010 Barcelona Spain
## 455 La Rambla 128 Ciutat Vella 08002 Barcelona Spain
## 456 Auerspergstra e 9 08 Josefstadt 1080 Vienna Austria
## 457 Bellamyplein 47 Oud West 1053 AT Amsterdam Netherlands
## 458 30 Rathbone Street West End Westminster Borough London W1T 1LB United Kingdom
## 459 34 44 Barkston Gardens Kensington and Chelsea London SW5 0EW United Kingdom
## 460 Herengracht 519 525 Amsterdam City Center 1017 BV Amsterdam Netherlands
## 461 6 Waterloo Place Westminster Borough London SW1Y 4AN United Kingdom
## 462 Villarroel 106 Eixample 08011 Barcelona Spain
## 463 Ottakringer Stra e 34 36 17 Hernals 1170 Vienna Austria
## 464 Hoogoorddreef 1 Zuidoost 1101 BA Amsterdam Netherlands
## 465 142 Minories City of London London EC3N 1LS United Kingdom
## 466 Via Stamira D Ancona 27 Distretto Viale Monza 20127 Milan Italy
## 467 12 Folgate Street City of London London E1 6BX United Kingdom
## 468 Llull 340 Sant Mart 08019 Barcelona Spain
## 469 407 Goldhawk Rd Chiswick London W6 0SA United Kingdom
## 470 Diputacion 250 Eixample 08007 Barcelona Spain
## 471 Gran Via de les Corts Catalanes 678 Eixample 08010 Barcelona Spain
## 472 Rennweg 99 Rinnboeckstrasse 1 03 Landstra e 1030 Vienna Austria
## 473 Annagasse 7 01 Innere Stadt 1010 Vienna Austria
## 474 Lange Gasse 13 08 Josefstadt 1080 Vienna Austria
## 475 51 57 rue de Courcelles 8th arr 75008 Paris France
## 476 Nieuwezijds Voorburgwal 176 180 Amsterdam City Center 1012 SJ Amsterdam Netherlands
## 477 Albert Cuypstraat 2 6 Oud Zuid 1072 CT Amsterdam Netherlands
## 478 Corso di Porta Romana 64 Milan City Center 20122 Milan Italy
## 479 Frankenberggasse 10 04 Wieden 1040 Vienna Austria
## 480 109 113 Queen s Gate Kensington and Chelsea London SW7 5LR United Kingdom
## 481 22 Park Lane Westminster Borough London W1K 1BE United Kingdom
## 482 79 81 avenue du Maine 14th arr 75014 Paris France
## 483 160 Rue La Fayette 10th arr 75010 Paris France
## 484 Rathausstra e 17 01 Innere Stadt 1010 Vienna Austria
## 485 35 39 St Georges Drive Westminster Borough London SW1V 4DG United Kingdom
## 486 Epping Forest 30 Oak Hill London IG8 9NY United Kingdom
## 487 3 South Place City of London London EC2M 2AF United Kingdom
## 488 4 Boulevard Raspail 7th arr 75007 Paris France
## 489 Wurzbachgasse 21 15 Rudolfsheim F nfhaus 1150 Vienna Austria
## 490 50 Berners Street Westminster Borough London W1T 3NG United Kingdom
## 491 49 Rue La Fayette 9th arr 75009 Paris France
## 492 Enric Granados 62 64 Eixample 08008 Barcelona Spain
## 493 Gran Via 550 Eixample 08011 Barcelona Spain
## 494 24 27 Bedford Place Bloomsbury Camden London WC1B 5JH United Kingdom
## 495 Via Mazzini 4 Milan City Center 20123 Milan Italy
## 496 Avenida Bogatell 64 68 Sant Mart 08005 Barcelona Spain
## 497 Galleria Del Corso 3 Milan City Center 20122 Milan Italy
## 498 26 33 Queens Gardens Westminster Borough London W2 3BE United Kingdom
## 499 Nieuwe Doelenstraat 24 Amsterdam City Center 1012 CP Amsterdam Netherlands
## 500 Roger de Ll ria 17 Eixample 08010 Barcelona Spain
## 501 83 avenue Kl ber 16th arr 75016 Paris France
## 502 Mariahilfer Stra e 78 07 Neubau 1070 Vienna Austria
## 503 13 Rue De La Paix 2nd arr 75002 Paris France
## 504 49 53 New Road Tower Hamlets London E1 1HH United Kingdom
## 505 53 61 Southwark Bridge Road Southwark London SE1 9HH United Kingdom
## 506 Jan Luijkenstraat 76 Oud Zuid 1071 CT Amsterdam Netherlands
## 507 Marina 19 21 08005 Barcelona Spain
## 508 Ndsm Plein 28 Amsterdam Noord 1033 WB Amsterdam Netherlands
## 509 Petersplatz 9 01 Innere Stadt 1010 Vienna Austria
## 510 Uraniastra e 2 01 Innere Stadt 1010 Vienna Austria
## 511 Magdalenes 13 15 Ciutat Vella 08002 Barcelona Spain
## 512 54 Queens Gate Kensington and Chelsea London SW7 5JW United Kingdom
## 513 7 9 High Street Kensington Kensington and Chelsea London W8 5NP United Kingdom
## 514 Piazza Duca D Aosta 9 Central Station 20124 Milan Italy
## 515 Linzer Stra e 165 14 Penzing 1140 Vienna Austria
## 516 Sch nbrunner Stra e 41 05 Margareten 1050 Vienna Austria
## 517 Via Napo Torriani 24 Central Station 20124 Milan Italy
## 518 100 Cromwell Road Kensington and Chelsea London SW7 4ER United Kingdom
## 519 4 rue Salomon de Caus 3rd arr 75003 Paris France
## 520 Via Felice Casati 18 Central Station 20124 Milan Italy
## 521 4 rue Danton 6th arr 75006 Paris France
## 522 Annagasse 16 01 Innere Stadt 1010 Vienna Austria
## 523 Elisabets 11 Ciutat Vella 08001 Barcelona Spain
## 524 Prinsengracht 315 331 Amsterdam City Center 1016 GZ Amsterdam Netherlands
## 525 90 92 Lancaster Gate Westminster Borough London W2 3NR United Kingdom
## 526 Arend Janszoon Ernststraat 577 Zuideramstel 1082 LD Amsterdam Netherlands
## 527 Via Laietana 30 Ciutat Vella 08003 Barcelona Spain
## 528 52 54 Upper Richmond Road Wandsworth London SW15 2RN United Kingdom
## 529 160 Cromwell Road Kensington Kensington and Chelsea London SW5 0TL United Kingdom
## 530 31 35 Langham Street Westminster Borough London W1W 6BU United Kingdom
## 531 5 rue des Arquebusiers 3rd arr 75003 Paris France
## 532 33 Rue Dauphine 6th arr 75006 Paris France
## 533 Habsburgergasse 5 01 Innere Stadt 1010 Vienna Austria
## 534 36 rue Pierre Demours 17th arr 75017 Paris France
## 535 Carrer de Arag 271 Eixample 08007 Barcelona Spain
## 536 41 51 Inverness Terrace Westminster Borough London W2 3JN United Kingdom
## 537 F hrichgasse 10 01 Innere Stadt 1010 Vienna Austria
## 538 4 rue de la P pini re 8th arr 75008 Paris France
## 539 Schottenring 11 01 Innere Stadt 1010 Vienna Austria
## 540 24 rue de Ponthieu 8th arr 75008 Paris France
## 541 39 40 Cleveland Square Westminster Borough London W2 6DA United Kingdom
## 542 41 Great Cumberland Place Westminster Borough London W1H 7LG United Kingdom
## 543 Bond Street Mayfair Westminster Borough London W1S 2YF United Kingdom
## 544 Paseo Taulat 278 Sant Mart 08019 Barcelona Spain
## 545 Westside Wimbledon Common Wimbledon London SW19 4UE United Kingdom
## 546 113 Lambeth Rd Lambeth London SE1 7LS United Kingdom
## 547 Avenida Diagonal 205 Sant Mart 08018 Barcelona Spain
## 548 De Boelelaan 2 Zuideramstel 1083 HJ Amsterdam Netherlands
## 549 Place Andr Malraux 1st arr 75001 Paris France
## 550 9 Knaresborough Place Kensington and Chelsea London SW5 0TP United Kingdom
## 551 Gran V a de Les Corts Catalanes 647 Eixample 08010 Barcelona Spain
## 552 Schubertring 11 01 Innere Stadt 1010 Vienna Austria
## 553 218 rue de Rivoli 1st arr 75001 Paris France
## 554 3 Boulevard Saint Michel 5th arr 75005 Paris France
## 555 Rooseveltplatz 15 09 Alsergrund 1090 Vienna Austria
## 556 Hoogoorddreef 66 Zuidoost 1101 BE Amsterdam Netherlands
## 557 12 boulevard Malesherbes 8th arr 75008 Paris France
## 558 Pla a Antonio L pez 5 Ciutat Vella 08002 Barcelona Spain
## 559 Piazza Della Repubblica 17 Central Station 20124 Milan Italy
## 560 Ronda Universitat 21 Eixample 08007 Barcelona Spain
## 561 Apollolaan 138 Oud Zuid 1077 BG Amsterdam Netherlands
## 562 3 Devonshire Terrace Westminster Borough London W2 3DN United Kingdom
## 563 Avenida Litoral 10 Ciutat Vella 08005 Barcelona Spain
## 564 15 Cromwell Place Kensington and Chelsea London SW7 2LA United Kingdom
## 565 34 rue de Moscou 8th arr 75008 Paris France
## 566 Sabino de Arana 22 24 Les Corts 08028 Barcelona Spain
## 567 41 Avenue Marceau 16th arr 75016 Paris France
## 568 41 Rue Des Ecoles 5th arr 75005 Paris France
## 569 101 Knightsbridge Westminster Borough London SW1X 7RN United Kingdom
## 570 16 rue de Berri 8th arr 75008 Paris France
## 571 51 Gloucester Terrace Westminster Borough London W2 3DQ United Kingdom
## 572 Avenida Diagonal 201 Sant Mart 08018 Barcelona Spain
## 573 52 Rue Oradour sur Glane 15th arr 75015 Paris France
## 574 Via Hoepli 6 Milan City Center 20121 Milan Italy
## 575 Viale Tunisia 9 Central Station 20124 Milan Italy
## 576 Passeig de Gr cia 29 Eixample 08007 Barcelona Spain
## 577 6 rue Chauveau Lagarde 8th arr 75008 Paris France
## 578 Aspernbr ckengasse 1 02 Leopoldstadt 1020 Vienna Austria
## 579 15 16 Prince Of Wales Terrace Kensington and Chelsea London W8 5PQ United Kingdom
## 580 3 Rue Caulaincourt 18th arr 75018 Paris France
## 581 16 London Street Paddington Westminster Borough London W2 1HL United Kingdom
## 582 George Gershwinlaan 101 Zuideramstel 1082 MT Amsterdam Netherlands
## 583 Roemer Visscherstraat 8 10 Oud West 1054 EV Amsterdam Netherlands
## 584 Schulerstra e 10 01 Innere Stadt 1010 Vienna Austria
## 585 10 Wardour Street Leicester Square Westminster Borough London W1D 6QF United Kingdom
## 586 Ungargasse 60 03 Landstra e 1030 Vienna Austria
## 587 19 Rue du Commandant Ren Mouchotte 14th arr 75014 Paris France
## 588 54 Upper Berkeley Street Westminster Borough London W1H 7QR United Kingdom
## 589 66 Boulevard Barb s 18th arr 75018 Paris France
## 590 Palaud ries 26 Sants Montju c 08004 Barcelona Spain
## 591 Passeig Colom 12 Ciutat Vella 08002 Barcelona Spain
## 592 Via Cusani 13 Milan City Center 20121 Milan Italy
## 593 Via Laietana 42 Ciutat Vella 08003 Barcelona Spain
## 594 Paseo de Gracia 73 Eixample 08008 Barcelona Spain
## 595 Via dell Orso 7 Milan City Center 20121 Milan Italy
## 596 K rntner Ring 9 01 Innere Stadt 1010 Vienna Austria
## 597 Peters Lane Cowcross Street Islington London EC1M 6DS United Kingdom
## 598 21 Piccadilly Westminster Borough London W1J 0BH United Kingdom
## 599 43 Worple Road Wimbledon London SW19 4JZ United Kingdom
## 600 129 Bayswater Road London W2 4RJ United Kingdom
## 601 335 337 Old Street Hackney London EC1V 9LL United Kingdom
## 602 15 rue Edouard Manet 13th arr 75013 Paris France
## 603 21 Gower Street Camden London WC1E 6HG United Kingdom
## 604 9 11 Sydney Street Kensington and Chelsea London SW3 6PU United Kingdom
## 605 Noorderstraat 46 Amsterdam City Center 1017 TV Amsterdam Netherlands
## 606 Via G B Pirelli 7 Central Station 20124 Milan Italy
## 607 5 rue Louis Codet 7th arr 75007 Paris France
## 608 Poultry 27 City of London London EC2R 8AJ United Kingdom
## 609 1 Place De La Sorbonne 5th arr 75005 Paris France
## 610 30 Portman Square Westminster Borough London W1H 7BH United Kingdom
## 611 Grosvenor Square Westminster Borough London W1K 6JP United Kingdom
## 612 Rembrandtplein 19 Amsterdam City Center 1017 CT Amsterdam Netherlands
## 613 Via Fabio Filzi 3 Central Station 20124 Milan Italy
## 614 32 rue des Saints P res 7th arr 75007 Paris France
## 615 Balmes 103 105 Eixample 08008 Barcelona Spain
## 616 Kleine Stadtgutgasse 4 02 Leopoldstadt 1020 Vienna Austria
## 617 Avinguda Paral lel 76 78 Ciutat Vella 08001 Barcelona Spain
## 618 8 Pembridge Garden Kensington and Chelsea London W2 4DU United Kingdom
## 619 C rsega 289 Eixample 08008 Barcelona Spain
## 620 Herrengasse 12 01 Innere Stadt 1010 Vienna Austria
## 621 13 15 Gower Street Camden London WC1E 6HE United Kingdom
## 622 17 Rue Du Cotentin 15th arr 75015 Paris France
## 623 37 Nottingham Place Westminster Borough London W1U 5LT United Kingdom
## 624 Neubaug rtel 26 28 07 Neubau 1070 Vienna Austria
## 625 Balmes 142 146 Eixample 08008 Barcelona Spain
## 626 Via San Raffaele 3 Milan City Center 20121 Milan Italy
## 627 Landstra er G rtel 5 03 Landstra e 1030 Vienna Austria
## 628 100 Vauxhall Walk Lambeth London SE11 5AL United Kingdom
## 629 Park Lane Westminster Borough London W1K 7TN United Kingdom
## 630 Ferdinand Bolstraat 194 Oud Zuid 1072 LW Amsterdam Netherlands
## 631 Via Spadari 11 Milan City Center 20123 Milan Italy
## 632 14 Rue du Chevalier de Saint George 1st arr 75001 Paris France
## 633 6 Frith Street Soho Westminster Borough London W1D 3JA United Kingdom
## 634 Paseo de Gracia 75 Eixample 08008 Barcelona Spain
## 635 Hernalser Hauptstra e 105 17 Hernals 1170 Vienna Austria
## 636 Nou de la Rambla 36 Ciutat Vella 08001 Barcelona Spain
## 637 111 Cromwell Road Kensington and Chelsea London SW7 4DP United Kingdom
## 638 28 av Corentin Cariou 19th arr 75019 Paris France
## 639 Hobbemakade 50 Oud Zuid 1071 XL Amsterdam Netherlands
## 640 52 rue Francois 1er 8th arr 75008 Paris France
## 641 Corso Sempione 91 Fiera Milano City 20149 Milan Italy
## 642 K rntner Stra e 22 01 Innere Stadt 1010 Vienna Austria
## 643 Lancaster Terrace Hyde Park Westminster Borough London W2 3PF United Kingdom
## 644 Via Lentasio 3 Milan City Center 20122 Milan Italy
## 645 18 30 Lexham Gardens Kensington and Chelsea London W8 5JE United Kingdom
## 646 20 Chesham Place Kensington and Chelsea London SW1X 8HQ United Kingdom
## 647 6 rue du Helder 9th arr 75009 Paris France
## 648 Burggasse 2 07 Neubau 1070 Vienna Austria
## 649 40 avenue de Friedland 8th arr 75008 Paris France
## 650 92 rue de Vaugirard 6th arr 75006 Paris France
## 651 11 rue de Tr vise 9th arr 75009 Paris France
## 652 Corso Garibaldi 84 Milan City Center 20121 Milan Italy
## 653 London County Hall Westminster Bridge Road Lambeth London SE1 7PB United Kingdom
## 654 Passeig de Gracia 62 Eixample 08007 Barcelona Spain
## 655 Via Giorgio Stephenson 55 20157 Milan Italy
## 656 Via Luigi Galvani 12 Central Station 20124 Milan Italy
## 657 112 boulevard de S bastopol 3rd arr 75003 Paris France
## 658 Rossell 249 Eixample 08008 Barcelona Spain
## 659 Viale Fulvio Testi 300 Bicocca Zara 20126 Milan Italy
## 660 88 Queens Gate Kensington and Chelsea London SW7 5AB United Kingdom
## 661 Mariahilfer Stra e 32 34 07 Neubau 1070 Vienna Austria
## 662 Am Heumarkt 35 37 03 Landstra e 1030 Vienna Austria
## 663 Mallorca 288 Eixample 08037 Barcelona Spain
## 664 Oudeschans 75 Amsterdam City Center 1011 KW Amsterdam Netherlands
## 665 Plaza Carlos Iba ez 3 Sants Montju c 08038 Barcelona Spain
## 666 Van Leijenberghlaan 221 Zuideramstel 1082 GG Amsterdam Netherlands
## 667 21 Avenue De La Grande Arm e 16th arr 75016 Paris France
## 668 4 Boulevard Brune 14th arr 75014 Paris France
## 669 Pau Claris 150 Eixample 08009 Barcelona Spain
## 670 Rudolfsplatz 11 01 Innere Stadt 1010 Vienna Austria
## 671 49 Avenue Marceau 16th arr 75116 Paris France
## 672 Corso Concordia 1 Milan City Center 20129 Milan Italy
## 673 202 220 Cromwell Road Kensington and Chelsea London SW5 0SW United Kingdom
## 674 53 Park Lane Westminster Borough London W1K 1QA United Kingdom
## 675 Passeig de Gracia 132 Gr cia 08008 Barcelona Spain
## 676 Riemergasse 8 01 Innere Stadt 1010 Vienna Austria
## 677 Schulerstra e 14 01 Innere Stadt 1010 Vienna Austria
## 678 1 Rue De Libourne 12th arr 75012 Paris France
## 679 Via Manin 7 Milan City Center 20121 Milan Italy
## 680 Wagramer Stra e 21 22 Donaustadt 1220 Vienna Austria
## 681 368 370 Green Lanes London N4 1DA United Kingdom
## 682 Via Villapizzone 24 Certosa 20156 Milan Italy
## 683 W hringer Stra e 12 09 Alsergrund 1090 Vienna Austria
## 684 8 Rue Francois 1Er 8th arr 75008 Paris France
## 685 Corso Europa 9 Milan City Center 20122 Milan Italy
## 686 11 Rue Du Temple 4th arr 75004 Paris France
## 687 8 14 Talbot Sq Paddington Westminster Borough London W2 1TS United Kingdom
## 688 346 348 Edgware Road Westminster Borough London W2 1EA United Kingdom
## 689 1 Bis Rue De Vaugirard 6th arr 75006 Paris France
## 690 8 12 Manchester Street Westminster Borough London W1U 4DG United Kingdom
## 691 257 Rue De Vaugirard 15th arr 75015 Paris France
## 692 19 New Bridge Street City of London London EC4V 6DB United Kingdom
## 693 Prinsengracht 587 Amsterdam City Center 1067 HT Amsterdam Netherlands
## 694 Spuistraat 175 Amsterdam City Center 1012 VN Amsterdam Netherlands
## 695 Passeig de Colom 9 Ciutat Vella 08002 Barcelona Spain
## 696 Whitehall Place Westminster Borough London SW1A 2BD United Kingdom
## 697 10 Place De La R publique 11th arr 75011 Paris France
## 698 7 rue du G n ral de Larminat 15th arr 75015 Paris France
## 699 Consell de Cent 498 500 Eixample 08013 Barcelona Spain
## 700 93 Rue de Lille 7th arr 75007 Paris France
## 701 Corso di Porta Romana 48 Milan City Center 20122 Milan Italy
## 702 2 5 Montague Street Bloomsbury Camden London WC1B 5BU United Kingdom
## 703 33 Beaufort Gardens Kensington and Chelsea London SW3 1PP United Kingdom
## 704 33 avenue de Friedland 8th arr 75008 Paris France
## 705 Gudrunstra e 184 10 Favoriten 1100 Vienna Austria
## 706 K rntner Ring 8 01 Innere Stadt 1010 Vienna Austria
## 707 Mallorca 216 Eixample 08008 Barcelona Spain
## 708 Opernring 11 01 Innere Stadt 1010 Vienna Austria
## 709 Via Giovanni Nicotera 9 Niguarda 20161 Milan Italy
## 710 Parkring 12a 01 Innere Stadt 1010 Vienna Austria
## 711 31 Rue de Surene 8th arr 75008 Paris France
## 712 4 Rue De Valois 1st arr 75001 Paris France
## 713 Corso Sempione 69 Fiera Milano City 20149 Milan Italy
## 714 Harmoniegasse 5 7 09 Alsergrund 1090 Vienna Austria
## 715 Via Santo Spirito 20 Milan City Center 20121 Milan Italy
## 716 141 rue St Honor 1st arr 75001 Paris France
## 717 Avinyo 30 Ciutat Vella 08002 Barcelona Spain
## 718 Via Senato 22 Milan City Center 20121 Milan Italy
## 719 218 220 rue du Faubourg St Honor 8th arr 75008 Paris France
## 720 232 Boulevard Raspail 14th arr 75014 Paris France
## 721 12 14 Rue Joseph De Maistre 18th arr 75018 Paris France
## 722 2 Warrington Crescent Westminster Borough London W9 1ER United Kingdom
## 723 38 Rue Du Faubourg Saint Honore 8th arr 75008 Paris France
## 724 7 Rue des Petits H tels 10th arr 75010 Paris France
## 725 23 rue du Faubourg Montmartre 9th arr 75009 Paris France
## 726 St James s Place Westminster Borough London SW1A 1NJ United Kingdom
## 727 Via Domenico Scarlatti 24 Central Station 20124 Milan Italy
## 728 18 Rue d Antin 2nd arr 75002 Paris France
## 729 Mallorca 181 Eixample 08036 Barcelona Spain
## 730 Rennweg 12a 03 Landstra e 1030 Vienna Austria
## 731 Stubenring 2 01 Innere Stadt 1010 Vienna Austria
## 732 27 33 Harrington Gardens Kensington and Chelsea London SW7 4JX United Kingdom
## 733 Comte d Urgell 232 Eixample 08036 Barcelona Spain
## 734 Via Tortona 35 Navigli 20144 Milan Italy
## 735 628 Western Avenue London W3 0TA United Kingdom
## 736 Avenida Diagonal 661 671 Les Corts 08028 Barcelona Spain
## 737 5 Threadneedle Street City of London London EC2R 8AY United Kingdom
## 738 8 10 Rue F licien David 16th arr 75016 Paris France
## 739 Schottenring 24 01 Innere Stadt 1010 Vienna Austria
## 740 3 Rue Pergolese 16th arr 75116 Paris France
## 741 Berruguete 126 Horta Guinard 08035 Barcelona Spain
## 742 Corso Giacomo Matteotti 4 6 Milan City Center 20121 Milan Italy
## 743 Oudezijds Voorburgwal 197 Amsterdam City Center 1012 EX Amsterdam Netherlands
## 744 14 Rue Beaujon 8th arr 75008 Paris France
## 745 3 rue de Ponthieu 8th arr 75008 Paris France
## 746 Savoyenstra e 2 16 Ottakring 1160 Vienna Austria
## 747 Vijzelstraat 49 Amsterdam City Center 1017 HE Amsterdam Netherlands
## 748 20 Warwick Street Westminster Borough London W1B 5NF United Kingdom
## 749 8 rue Chambiges 8th arr 75008 Paris France
## 750 Calabria 115 117 Eixample 08015 Barcelona Spain
## 751 22 Avenue du professeur lemierre 20th arr 75020 Paris France
## 752 24 Rue d Amsterdam 9th arr 75009 Paris France
## 753 50 Great Cumberland Place Westminster Borough London W1H 7FD United Kingdom
## 754 6 rue Buffault 9th arr 75009 Paris France
## 755 Trabrennstra e 4 02 Leopoldstadt 1020 Vienna Austria
## 756 116 Piccadilly Westminster Borough London W1J 7BJ United Kingdom
## 757 147 Cromwell Road Kensington and Chelsea London SW5 0TH United Kingdom
## 758 Rambla Catalunya 26 Eixample 08007 Barcelona Spain
## 759 Via Mecenate 121 20138 Milan Italy
## 760 153 Rue De Vaugirard 15th arr 75015 Paris France
## 761 33 rue Raymond Losserand 14th arr 75014 Paris France
## 762 54 rue Pierre Charron 8th arr 75008 Paris France
## 763 Carretera Vallvidrera Tibidabo 83 93 Horta Guinard 08035 Barcelona Spain
## 764 Viale Isonzo 14 Porta Romana 20135 Milan Italy
## 765 37 rue Fran ois 1er 8th arr 75008 Paris France
## 766 Via Giacomo Watt 13 Famagosta 20143 Milan Italy
## 767 39 Avenue de l Op ra 2nd arr 75002 Paris France
## 768 Keizersgracht 148 Amsterdam City Center 1015 CX Amsterdam Netherlands
## 769 Lowndes Street Kensington and Chelsea London SW1X 9ES United Kingdom
## 770 2 Rue d Artois 8th arr 75008 Paris France
## 771 7 9 Rue Pierre Chausson 10th arr 75010 Paris France
## 772 6 Rue Constance 18th arr 75018 Paris France
## 773 Piazza XXIV Maggio 8 Milan City Center 20123 Milan Italy
## 774 1 Impasse Marteau 18th arr 75018 Paris France
## 775 28 Ebury Street Westminster Borough London SW1W 0LU United Kingdom
## 776 62 Rue Des Mathurins 8th arr 75008 Paris France
## 777 Piazza Quattro Novembre 3 Central Station 20124 Milan Italy
## 778 Via Lazzaretto 5 Central Station 20124 Milan Italy
## 779 1 Rue Du G n ral Blaise 11th arr 75011 Paris France
## 780 88 rue du Faubourg Poissoni re 10th arr 75010 Paris France
## 781 Avenida Paralelo 57 59 Sants Montju c 08004 Barcelona Spain
## 782 Mallorca 269 271 Eixample 08008 Barcelona Spain
## 783 Ample 1 Pla a Duc de Medinaceli Ciutat Vella 08002 Barcelona Spain
## 784 Joan G ell 207 211 Les Corts 08028 Barcelona Spain
## 785 Piazza della Repubblica 20 Central Station 20124 Milan Italy
## 786 86 88 Clerkenwell Road Islington London EC1M 5RJ United Kingdom
## 787 D u i Mata 66 99 Les Corts 08029 Barcelona Spain
## 788 Via Melchiorre Gioia 6 Garibaldi Station 20124 Milan Italy
## 789 Via Santa Marta 4 Milan City Center 20123 Milan Italy
## 790 7 rue Casimir Delavigne 6th arr 75006 Paris France
## 791 Praterstra e 1 02 Leopoldstadt 1020 Vienna Austria
## 792 Travessera de les Corts 150 152 Les Corts 08028 Barcelona Spain
## 793 Corso Buenos Aires 33 Central Station 20124 Milan Italy
## 794 25 avenue du General Leclerc 14th arr 75014 Paris France
## 795 10 Beaufort Gardens Kensington and Chelsea London SW3 1PT United Kingdom
## 796 7 Montague Street Bloomsbury Camden London WC1B 5BP United Kingdom
## 797 Corso Buenos Aires 42 5 Central Station 20124 Milan Italy
## 798 Grieshofgasse 11 12 Meidling 1120 Vienna Austria
## 799 Kirchengasse 41 07 Neubau 1070 Vienna Austria
## 800 Vilamari 34 36 Eixample 08015 Barcelona Spain
## 801 102 Avenue de Villiers 17th arr 75017 Paris France
## 802 37 Eccleston Square Westminster Borough London SW1V 1PB United Kingdom
## 803 10 12 rue de Charonne 11th arr 75011 Paris France
## 804 50 rue des Bernardins 5th arr 75005 Paris France
## 805 85 Rue De Bercy 12th arr 75012 Paris France
## 806 Rotenturmstra e 15 01 Innere Stadt 1010 Vienna Austria
## 807 Damrak 93 94 Amsterdam City Center 1012 LP Amsterdam Netherlands
## 808 10 12 rue Cognacq Jay 7th arr 75007 Paris France
## 809 209 211 rue de Charenton 12th arr 75012 Paris France
## 810 Proven als 10 Sant Mart 08019 Barcelona Spain
## 811 13 rue Saint Sulpice 6th arr 75006 Paris France
## 812 15 Rue Jacob 6th arr 75006 Paris France
## 813 8 18 London Bridge St Southwark London SE1 9SG United Kingdom
## 814 Margareteng rtel 142 05 Margareten 1050 Vienna Austria
## 815 Ronda Sant Pere 32 Eixample 08010 Barcelona Spain
## 816 153 Boulevard Saint Germain 6th arr 75006 Paris France
## 817 6 rue Balzac 8th arr 75008 Paris France
## 818 82 Dalston Lane Hackney London E8 3AH United Kingdom
## 819 Sonnwendgasse 8 10 Favoriten 1100 Vienna Austria
## 820 34 Rue Viala 15th arr 75015 Paris France
## 821 Rilke Platz 7 04 Wieden 1040 Vienna Austria
## 822 33 Rue Cambon 1st arr 75001 Paris France
## 823 Via Lorenteggio 278 Lorenteggio 20152 Milan Italy
## 824 10 West Temple Sheen London SW14 7RT United Kingdom
## 825 12 rue de Marignan 8th arr 75008 Paris France
## 826 22 Rue de La Parcheminerie 5th arr 75005 Paris France
## 827 Papagenogasse 6 06 Mariahilf 1060 Vienna Austria
## 828 Rembrandtplein 44 Amsterdam City Center 1017 CV Amsterdam Netherlands
## 829 6 8 Rue Duphot 1st arr 75001 Paris France
## 830 1 Hamilton Place Park Lane Westminster Borough London W1J 7QY United Kingdom
## 831 10 Bina Gardens South Kensington Kensington and Chelsea London SW5 0LA United Kingdom
## 832 Lichtensteg 3 01 Innere Stadt 1010 Vienna Austria
## 833 Roger De Lluria 21 Esq Gran Via 662 Eixample 08037 Barcelona Spain
## 834 11 Cadogan Gardens Sloane Square Kensington and Chelsea London SW3 2RJ United Kingdom
## 835 20 Rue La Fayette 9th arr 75009 Paris France
## 836 3 avenue Mac Mahon 17th arr 75017 Paris France
## 837 32 rue des Ecoles 5th arr 75005 Paris France
## 838 6 Rue de l Arcade 8th arr 75008 Paris France
## 839 Aribau 54 Eixample 08011 Barcelona Spain
## 840 Gran Via 559 Eixample 08012 Barcelona Spain
## 841 Landstra er Hauptstra e 28 03 Landstra e 1030 Vienna Austria
## 842 43 Rue des Mathurins 8th arr 75008 Paris France
## 843 Paral lel 115 Sants Montju c 08004 Barcelona Spain
## 844 4 Richmond Mews Westminster Borough London W1D 3DH United Kingdom
## 845 41 43 Brook Street Westminster Borough London W1K 4HJ United Kingdom
## 846 71 Rue de Charonne 11th arr 75011 Paris France
## 847 Corcega 255 Eixample 08036 Barcelona Spain
## 848 Via Melchiorre Gioia 73 Central Station 20124 Milan Italy
## 849 18 rue Bachaumont 2nd arr 75002 Paris France
## 850 74 rue Amelot 11th arr 75011 Paris France
## 851 9 rue Git le Coeur 6th arr 75006 Paris France
## 852 Rotensterngasse 10 02 Leopoldstadt 1020 Vienna Austria
## 853 Via Manzoni 31 Milan City Center 20121 Milan Italy
## 854 19 Rue Cujas 5th arr 75005 Paris France
## 855 29 31 rue des Ecoles 5th arr 75005 Paris France
## 856 C rcega 368 Eixample 08037 Barcelona Spain
## 857 4 Rue La Boetie 8th arr 75008 Paris France
## 858 9 rue de la Michodi re 2nd arr 75002 Paris France
## 859 Landstra er Hauptstra e 120 03 Landstra e 1030 Vienna Austria
## 860 Stephansplatz 12 01 Innere Stadt 1010 Vienna Austria
## 861 Roelof Hartstraat 1 Oud Zuid 1071 VE Amsterdam Netherlands
## 862 Via Lazzaro Palazzi 18 Central Station 20124 Milan Italy
## 863 Via Senato 5 Milan City Center 20121 Milan Italy
## 864 Via Silvio Pellico 8 Milan City Center 20121 Milan Italy
## 865 214 rue du Faubourg Saint Honor 8th arr 75008 Paris France
## 866 41 boulevard Saint Michel 5th arr 75005 Paris France
## 867 78 Bis Avenue Marceau 8th arr 75008 Paris France
## 868 Corso Magenta 19 Milan City Center 20123 Milan Italy
## 869 Fleischmarkt 1a 01 Innere Stadt 1010 Vienna Austria
## 870 Hafnersteig 7 01 Innere Stadt 1010 Vienna Austria
## 871 Via Camperio 9 Milan City Center 20123 Milan Italy
## 872 Wallgasse 23 06 Mariahilf 1060 Vienna Austria
## 873 13 Rue Jules Cesar 12th arr 75012 Paris France
## 874 2 Rue Scribe 9th arr 75009 Paris France
## 875 3 5 rue du Mont Thabor 1st arr 75001 Paris France
## 876 Via Roberto Lepetit 15 Central Station 20124 Milan Italy
## 877 Webgasse 26 06 Mariahilf 1060 Vienna Austria
## 878 2e Hugo de Grootstraat 2 6 Westerpark 1052 LC Amsterdam Netherlands
## 879 92 Rue La Boetie 8th arr 75008 Paris France
## 880 Neubaug rtel 34 36 07 Neubau 1070 Vienna Austria
## 881 Singerstra e 3 01 Innere Stadt 1010 Vienna Austria
## 882 13 Boulevard Du Temple 3rd arr 75003 Paris France
## 883 Engerthstra e 173 175 02 Leopoldstadt 1020 Vienna Austria
## 884 Sieveringer Stra e 4 19 D bling 1190 Vienna Austria
## 885 Viale Andrea Doria 22 Central Station 20124 Milan Italy
## 886 25 rue des Saints P res 6th arr 75006 Paris France
## 887 3 Westbourne Terrace Lancaster Gate Westminster Borough London W2 3UL United Kingdom
## 888 40 Marsh Wall Tower Hamlets London E14 9TP United Kingdom
## 889 Bail n 4 6 Eixample 08010 Barcelona Spain
## 890 Dels Lledo 7 Ciutat Vella 08003 Barcelona Spain
## 891 Avenida Diagonal 568 Sarri St Gervasi 08021 Barcelona Spain
## 892 Basil Street Knightsbridge Kensington and Chelsea London SW3 1AT United Kingdom
## 893 40 rue de Lille 7th arr 75007 Paris France
## 894 97 avenue des Ternes 17th arr 75017 Paris France
## 895 Wildpretmarkt 5 01 Innere Stadt 1010 Vienna Austria
## 896 Distelkade 21 Amsterdam Noord 1031 XP Amsterdam Netherlands
## 897 Old Park Lane Westminster Borough London W1K 1LB United Kingdom
## 898 Wagramer Stra e 8 22 Donaustadt 1220 Vienna Austria
## 899 19 Rue Du Pont Neuf 1st arr 75001 Paris France
## 900 Consell de Cent 51 53 Sants Montju c 08014 Barcelona Spain
## 901 Herengracht 542 556 Amsterdam City Center 1017 CG Amsterdam Netherlands
## 902 Johannesgasse 28 03 Landstra e 1030 Vienna Austria
## 903 Piazza della Repubblica 13 Central Station 20124 Milan Italy
## 904 10 Berners Street Westminster Borough London W1T 3NP United Kingdom
## 905 15 17 Charlotte Street Hotel Westminster Borough London W1T 1RJ United Kingdom
## 906 19 Rue Tronchet 8th arr 75008 Paris France
## 907 One Ham Yard Westminster Borough London W1D 7DT United Kingdom
## 908 16 avenue de Tourville 7th arr 75007 Paris France
## 909 2 Sylvester Path Hackney London E8 1EN United Kingdom
## 910 8 Avenue Rapp 7th arr 75007 Paris France
## 911 Passeig del Taulat 262 264 Sant Mart 08019 Barcelona Spain
## 912 Via Augusta 5 08006 Barcelona Spain
## 913 38 rue de l Echiquier 10th arr 75010 Paris France
## 914 Chassestraat 62 64 De Baarsjes 1057 JJ Amsterdam Netherlands
## 915 Espronceda 6 Sant Mart 08005 Barcelona Spain
## 916 Mariahilfer Stra e 15 06 Mariahilf 1060 Vienna Austria
## 917 Via Morigi 2 Milan City Center 20123 Milan Italy
## 918 Via Panfilo Castaldi 7 Central Station 20124 Milan Italy
## 919 33 place de la Madeleine 8th arr 75008 Paris France
## 920 46 Westferry Circus Tower Hamlets London E14 8RS United Kingdom
## 921 Manuel Girona 7 21 Sarri St Gervasi 08034 Barcelona Spain
## 922 Van Baerlestraat 27 Oud Zuid 1071 AN Amsterdam Netherlands
## 923 15 Rue Boissy d Anglas 8th arr 75008 Paris France
## 924 Nieuwe Doelenstraat 2 14 Amsterdam City Center 1012 CP Amsterdam Netherlands
## 925 Via Varesina 124 Certosa 20156 Milan Italy
## 926 1 Aldwych Westminster Borough London WC2B 4BZ United Kingdom
## 927 221 Rue Saint Honore 1st arr 75001 Paris France
## 928 7 Rue Magellan 8th arr 75008 Paris France
## 929 Paseo Garc a I Faria 69 71 Sant Mart 08019 Barcelona Spain
## 930 Via Gerolamo Cardano 1 Central Station 20124 Milan Italy
## 931 1 Rue Scribe 9th arr 75009 Paris France
## 932 7 8 Park Place Westminster Borough London SW1A 1LP United Kingdom
## 933 Enrique Granados 83 Eixample 08008 Barcelona Spain
## 934 Gro e Stadtgutgasse 31 02 Leopoldstadt 1020 Vienna Austria
## 935 Stephansplatz 9 01 Innere Stadt 1010 Vienna Austria
## 936 Via Messina 10 Sempione 20154 Milan Italy
## 937 Pasteurgasse 1 09 Alsergrund 1090 Vienna Austria
## 938 11 Bis Rue Jules Chaplain 6th arr 75006 Paris France
## 939 Buckingham Gate Westminster Borough London SW1E 6AF United Kingdom
## 940 Gran Via de las Corts Catalanes 629 Eixample 08010 Barcelona Spain
## 941 Muntaner 212 Eixample 08036 Barcelona Spain
## 942 Rossell 265 Eixample 08008 Barcelona Spain
## 943 5 7 Rue Th r se 1st arr 75001 Paris France
## 944 20 bis rue de la Ga t 14th arr 75014 Paris France
## 945 225 Ladbroke Grove Kensington and Chelsea London W10 6HQ United Kingdom
## 946 Diputaci 195 Eixample 08011 Barcelona Spain
## 947 Via Medici 3 Milan City Center 20123 Milan Italy
## 948 123 boulevard S bastopol 2nd arr 75002 Paris France
## 949 124 Clerkenwell Rd Camden London EC1R 5DJ United Kingdom
## 950 Alzaia Naviglio Grande 8 Navigli 20144 Milan Italy
## 951 Muntaner 505 Sarri St Gervasi 08022 Barcelona Spain
## 952 Philharmoniker Stra e 4 01 Innere Stadt 1010 Vienna Austria
## 953 26 Cadogan Gardens Kensington and Chelsea London SW3 2RP United Kingdom
## 954 68 Boulevard De Clichy 18th arr 75018 Paris France
## 955 7 rue Cl ment Marot 8th arr 75008 Paris France
## 956 9 Rue De Li ge 9th arr 75009 Paris France
## 957 Hollandstra e 3 02 Leopoldstadt 1020 Vienna Austria
## 958 Margaretenstra e 92 05 Margareten 1050 Vienna Austria
## 959 26 42 Bond Street Ealing London W5 5AA United Kingdom
## 960 35 Rue Benjamin Franklin 16th arr 75016 Paris France
## 961 Roger de Lluria 28 Eixample 08010 Barcelona Spain
## 962 1 Avenue Carnot 17th arr 75017 Paris France
## 963 3 rue de Bourgogne 7th arr 75007 Paris France
## 964 5 Rue Marivaux 2nd arr 75002 Paris France
## 965 9 Rue de Washington 8th arr 75008 Paris France
## 966 12 Boulevard Haussmann 9th arr 75009 Paris France
## 967 17 Nottingham Place Westminster Borough London W1U 5LG United Kingdom
## 968 6 Boulevard Vincent Auriol 13th arr 75013 Paris France
## 969 Avenida Roma 22 30 Eixample 08015 Barcelona Spain
## 970 Santa Rosa Esplugues 33 08950 Barcelona Spain
## 971 21 rue Moli re 1st arr 75001 Paris France
## 972 33 Boulevard du Montparnasse 6th arr 75006 Paris France
## 973 39 40 Dorset Square Hotel Westminster Borough London NW1 6QN United Kingdom
## 974 88 Bis Avenue Kl ber 16th arr 75016 Paris France
## 975 98 Rue De Clery 2nd arr 75002 Paris France
## 976 29 31 Draycott Place Kensington and Chelsea London SW3 2SH United Kingdom
## 977 3 rue Lepic 18th arr 75018 Paris France
## 978 49 Gloucester Place Marble Arch Westminster Borough London W1U 8JE United Kingdom
## 979 5 7 rue Rampon 11th arr 75011 Paris France
## 980 Corso Di Porta Nuova 1 Milan City Center 20121 Milan Italy
## 981 1 Suffolk Place Westminster Borough London SW1Y 4HX United Kingdom
## 982 15 Rue Dupleix 15th arr 75015 Paris France
## 983 24 rue Bassano 16th arr 75016 Paris France
## 984 31 Avenue George V 8th arr 75008 Paris France
## 985 62 Rue Saint Dominique 7th arr 75007 Paris France
## 986 10 rue de Vaugirard 6th arr 75006 Paris France
## 987 3 Rue Abb De L Ep e 5th arr 75005 Paris France
## 988 8 Balderton Street Brown Hart Gardens Westminster Borough London W1K 6TF United Kingdom
## 989 9 Rue du Sommerard 5th arr 75005 Paris France
## 990 Avenida Diagonal 570 Sarri St Gervasi 08021 Barcelona Spain
## 991 Avenida Rius y Taulet 1 3 Sants Montju c 08004 Barcelona Spain
## 992 Doctor Trueta 164 Sant Mart 08005 Barcelona Spain
## 993 Numancia 32 Sants Montju c 08029 Barcelona Spain
## 994 Schubertring 5 7 01 Innere Stadt 1010 Vienna Austria
## 995 Via Mauro Macchi 1 Central Station 20124 Milan Italy
## 996 23 Rue Vignon 8th arr 75008 Paris France
## 997 28 place des Vosges 3rd arr 75003 Paris France
## 998 48 Rue De L arbre Sec 1st arr 75001 Paris France
## 999 98 Avenue d Italie 13th arr 75013 Paris France
## 1000 La Rambla 105 Ciutat Vella 08002 Barcelona Spain
## 1001 Via Murat 21 Niguarda 20159 Milan Italy
## 1002 Viale Monza 132 Distretto Viale Monza 20127 Milan Italy
## 1003 Viale Monza 139 Distretto Viale Monza 20125 Milan Italy
## 1004 Ramblas 111 Ciutat Vella 08002 Barcelona Spain
## 1005 4 rue d Anjou 8th arr 75008 Paris France
## 1006 5 rue des Capucines 1st arr 75001 Paris France
## 1007 Pau Claris 179 Eixample 08037 Barcelona Spain
## 1008 11 Rue de l Arcade 8th arr 75008 Paris France
## 1009 14 Rue St Simon 7th arr 75007 Paris France
## 1010 2 Rue Edouard VII 9th arr 75009 Paris France
## 1011 21 Avonmore Road Kensington Hammersmith and Fulham London W14 8RP United Kingdom
## 1012 55 rue Monge 5th arr 75005 Paris France
## 1013 Piccadilly Westminster Borough London W1J 7BX United Kingdom
## 1014 Via Feltre 19 B Citt Studi 20132 Milan Italy
## 1015 Via Tommaso Grossi 1 Milan City Center 20121 Milan Italy
## 1016 230 A Mile End Road Tower Hamlets London E1 4LJ United Kingdom
## 1017 29 rue Victor Mass 9th arr 75009 Paris France
## 1018 6 rue du General Lanrezac 17th arr 75017 Paris France
## 1019 60 Hyde Park gate Kensington and Chelsea London SW7 5BB United Kingdom
## 1020 Dorotheergasse 3 01 Innere Stadt 1010 Vienna Austria
## 1021 10 rue Lamartine 9th arr 75009 Paris France
## 1022 16 Avenue de l Opera 1st arr 75001 Paris France
## 1023 20 rue de l Ing nieur Robert Keller 15th arr 75015 Paris France
## 1024 41 rue de Clichy 9th arr 75009 Paris France
## 1025 Via Rubens 21 San Siro 20148 Milan Italy
## 1026 2 Montagu Place Westminster Borough London W1H 2ER United Kingdom
## 1027 29 Avenue De Tourville 7th arr 75007 Paris France
## 1028 3 rue de Castiglione 1st arr 75001 Paris France
## 1029 5 rue de Ponthieu 8th arr 75008 Paris France
## 1030 Via Clerici 11 Milan City Center 20121 Milan Italy
## 1031 30 32 Boulevard Poissonni re 9th arr 75009 Paris France
## 1032 7 Rue Rennequin 17th arr 75017 Paris France
## 1033 Favoritenstra e 12 04 Wieden 1040 Vienna Austria
## 1034 Freytaggasse 25 27 21 Floridsdorf 1210 Vienna Austria
## 1035 108 Rue Saint Lazare 8th arr 75008 Paris France
## 1036 Via Venezia Giulia 8 20157 Milan Italy
## 1037 Viale Monte Grappa 12 Garibaldi Station 20124 Milan Italy
## 1038 1 Rue Sainte Opportune 1st arr 75001 Paris France
## 1039 5 Rue Belidor 17th arr 75017 Paris France
## 1040 Mariahilfer Stra e 57 59 06 Mariahilf 1060 Vienna Austria
## 1041 Overhoeksplein 7 Amsterdam Noord 1031 KS Amsterdam Netherlands
## 1042 Pelayo 14 Ciutat Vella 08001 Barcelona Spain
## 1043 30 Rue Jean Mermoz 8th arr 75008 Paris France
## 1044 Avenida Sarri 50 Les Corts 08029 Barcelona Spain
## 1045 Numancia 74 Les Corts 08029 Barcelona Spain
## 1046 Via Masaccio 19 Fiera Milano City 20149 Milan Italy
## 1047 Via Poliziano 11 Sempione 20154 Milan Italy
## 1048 25 Rue Vernet 8th arr 75008 Paris France
## 1049 54 Rue Saint Louis En L Ile 4th arr 75004 Paris France
## 1050 69 Boulevard Victor 15th arr 75015 Paris France
## 1051 8 rue Laferriere 9th arr 75009 Paris France
## 1052 Avenida Diagonal 596 Sarri St Gervasi 08021 Barcelona Spain
## 1053 177 Boulevard Haussmann 8th arr 75008 Paris France
## 1054 177 rue du faubourg Saint Honor 8th arr 75008 Paris France
## 1055 65 rue des Saints P res 6th arr 75006 Paris France
## 1056 7 11 Rue Saint Benoit 6th arr 75006 Paris France
## 1057 16 rue d Edimbourg 8th arr 75008 Paris France
## 1058 166 Boulevard Berthier 17th arr 75017 Paris France
## 1059 Keizersgracht 384 Amsterdam City Center 1016 GB Amsterdam Netherlands
## 1060 31 rue de la Folie M ricourt 11th arr 75011 Paris France
## 1061 41 Buckingham Palace Road Westminster Borough London SW1W 0PS United Kingdom
## 1062 Diputaci 262 264 Eixample 08007 Barcelona Spain
## 1063 Getreidemarkt 5 06 Mariahilf 1060 Vienna Austria
## 1064 Mallorca 178 Eixample 08036 Barcelona Spain
## 1065 15 Beeston Place Westminster Borough London SW1W 0JW United Kingdom
## 1066 19 Rue Vernet 8th arr 75008 Paris France
## 1067 50 rue de Richelieu 1st arr 75001 Paris France
## 1068 6 Rue De La Tour 16th arr 75016 Paris France
## 1069 K llnerhofgasse 6 01 Innere Stadt 1010 Vienna Austria
## 1070 143 Boulevard Saint Germain 6th arr 75006 Paris France
## 1071 165 rue de Rome 17th arr 75017 Paris France
## 1072 19 Brent Street Brent Cross London NW4 2EU United Kingdom
## 1073 34 Avenue Porte d Asni res 17th arr 75017 Paris France
## 1074 Pla a Reial 1 Ciutat Vella 08001 Barcelona Spain
## 1075 15 Rue de Bassano 16th arr 75016 Paris France
## 1076 4 Rue des Petites Ecuries 10th arr 75010 Paris France
## 1077 86 Park Lane Westminster Borough London W1K 7TN United Kingdom
## 1078 Crist bal de Moura 138 Sant Mart 08019 Barcelona Spain
## 1079 Sonnwendgasse 15 10 Favoriten 1100 Vienna Austria
## 1080 Wilton Place Knightsbridge Westminster Borough London SW1X 7RL United Kingdom
## 1081 22 Stanley Gardens Kensington and Chelsea London W11 2NG United Kingdom
## 1082 36 rue Saint Ferdinand 17th arr 75017 Paris France
## 1083 9 Rue Sainte Beuve 6th arr 75006 Paris France
## 1084 Neustift am Walde 97 99 19 D bling 1190 Vienna Austria
## 1085 Viale Bligny 23 Milan City Center 20136 Milan Italy
## 1086 2 rue de Gramont 2nd arr 75002 Paris France
## 1087 12 rue de la Montagne Sainte Genevi ve 5th arr 75005 Paris France
## 1088 2 rue Geoffroy Marie 9th arr 75009 Paris France
## 1089 10 Rue Kepler 16th arr 75016 Paris France
## 1090 142 To 144 Warwick Way Victoria Westminster Borough London SW1V 4JE United Kingdom
## 1091 44 rue de Bourgogne 7th arr 75007 Paris France
## 1092 Rotensterngasse 7a 02 Leopoldstadt 1020 Vienna Austria
## 1093 Schottenfeldgasse 74 07 Neubau 1070 Vienna Austria
## 1094 70 avenue des Champs Elysees 8th arr 75008 Paris France
## 1095 95 Rue de Richelieu 2nd arr 75002 Paris France
## 1096 Sch nbrunner Schlossstra e 38 40 12 Meidling 1120 Vienna Austria
## 1097 2 Rue De Parme 9th arr 75009 Paris France
## 1098 34 Rue Fontaine 9th arr 75009 Paris France
## 1099 Avenida Marqu s de l Argentera 4 Ciutat Vella 08003 Barcelona Spain
## 1100 Gr nentorgasse 30 09 Alsergrund 1090 Vienna Austria
## 1101 Via San Raffaele 6 Milan City Center 20121 Milan Italy
## 1102 3 Rue Christine 6th arr 75006 Paris France
## 1103 97 rue La Bo tie 8th arr 75008 Paris France
## 1104 Am Hof 2 01 Innere Stadt 1010 Vienna Austria
## 1105 Simmeringer Hauptstra e 55 57 11 Simmering 1110 Vienna Austria
## 1106 10 rue Saint Hyacinthe 1st arr 75001 Paris France
## 1107 10 rue de Bruxelles 9th arr 75009 Paris France
## 1108 15 rue de Constantinople 8th arr 75008 Paris France
## 1109 19 Rue De Caumartin 9th arr 75009 Paris France
## 1110 4 rue d Artois 8th arr 75008 Paris France
## 1111 6 Rue Pierre Demours 17th arr 75017 Paris France
## 1112 81 boulevard Gouvion Saint Cyr 17th arr 75017 Paris France
## 1113 Hamilton Place Park Lane Westminster Borough London W1J 7DR United Kingdom
## 1114 Mariano Cubi 62 64 Sarri St Gervasi 08006 Barcelona Spain
## 1115 Passeig de Sant Antoni 36 40 Sants Montju c 08014 Barcelona Spain
## 1116 20 Pembridge Gardens Kensington and Chelsea London W2 4DU United Kingdom
## 1117 4 Rue de L Isly 8th arr 75008 Paris France
## 1118 55 Bld Rochechouart 9th arr 75009 Paris France
## 1119 6 Rue Lecluse 17th arr 75017 Paris France
## 1120 Rambla Catalunya 104 Eixample 08008 Barcelona Spain
## 1121 1 Place Vend me 1st arr 75001 Paris France
## 1122 2 4bis Cit Rougemont 9th arr 75009 Paris France
## 1123 6 Avenue Montaigne 8th arr 75008 Paris France
## 1124 Boria 24 26 Ciutat Vella 08003 Barcelona Spain
## 1125 18 rue Clement Marrot 8th arr 75008 Paris France
## 1126 19 Rue Des Pretres Saint Germain L Auxerrois 1st arr 75001 Paris France
## 1127 85 87 RUE DES ARCHIVES 3rd arr 75003 Paris France
## 1128 Mommsengasse 5 04 Wieden 1040 Vienna Austria
## 1129 Via Pietro Calvi 32 P Vittoria 20129 Milan Italy
## 1130 11bis Rue Godot de Mauroy 9th arr 75009 Paris France
## 1131 16 Sumner Place Kensington and Chelsea London SW7 3EG United Kingdom
## 1132 Felberstra e 4 15 Rudolfsheim F nfhaus 1150 Vienna Austria
## 1133 Rossello 191 Eixample 08036 Barcelona Spain
## 1134 1 Kensington Court Kensington and Chelsea London W8 5DL United Kingdom
## 1135 10 avenue Carnot 17th arr 75017 Paris France
## 1136 214 High Street Acton London London W3 9NX United Kingdom
## 1137 51 rue Letort 18th arr 75018 Paris France
## 1138 Paseo de Gracia 46 Eixample 08007 Barcelona Spain
## 1139 277 Carrer de Proven a Eixample 08037 Barcelona Spain
## 1140 66 Knightsbridge Westminster Borough London SW1X 7LA United Kingdom
## 1141 Riudarenes 7 Ciutat Vella 08002 Barcelona Spain
## 1142 111 Westminster Bridge Road Lambeth London SE1 7JD United Kingdom
## 1143 33 rue Marbeuf 8th arr 75008 Paris France
## 1144 65 rue Blanche 9th arr 75009 Paris France
## 1145 Comte Borrell 208 Eixample 08029 Barcelona Spain
## 1146 Rennweg 12 03 Landstra e 1030 Vienna Austria
## 1147 30 Rue de Bassano 16th arr 75016 Paris France
## 1148 Ballester 77 81 Gr cia 08023 Barcelona Spain
## 1149 Via Forcella 6 Navigli 20144 Milan Italy
## 1150 Viale Certosa 104 106 Certosa 20156 Milan Italy
## 1151 Viale Piave 42 Milan City Center 20129 Milan Italy
## 1152 1 rue Geoffroy Marie 9th arr 75009 Paris France
## 1153 10 rue Saint Philippe du Roule 8th arr 75008 Paris France
## 1154 2 Rue Racine 6th arr 75006 Paris France
## 1155 28 30 Seymour Street Westminster Borough London W1H 7JB United Kingdom
## 1156 42 rue Croix des Petits Champs 1st arr 75001 Paris France
## 1157 5 Rue De Malte 11th arr 75011 Paris France
## 1158 Duc De Medinaceli 8 Ciutat Vella 08002 Barcelona Spain
## 1159 Jaume I 6 Ciutat Vella 08002 Barcelona Spain
## 1160 Via San Tomaso 6 Milan City Center 20121 Milan Italy
## 1161 7 9 rue du Conservatoire 9th arr 75009 Paris France
## 1162 Llan 24 Eixample 08015 Barcelona Spain
## 1163 Via Lodovico Il Moro 117 Navigli 20143 Milan Italy
## 1164 Via Ozanam 12 Citt Studi 20129 Milan Italy
## 1165 Viale Certosa 108 Certosa 20156 Milan Italy
## 1166 14 Rue de la Sorbonne 5th arr 75005 Paris France
## 1167 16 rue de S ze 9th arr 75009 Paris France
## 1168 28 Rue de l Arc de Triomphe 17th arr 75017 Paris France
## 1169 41 Avenue Pierre 1er de Serbie 8th arr 75008 Paris France
## 1170 7 rue de Berri 8th arr 75008 Paris France
## 1171 9 Villa de Saxe 7th arr 75007 Paris France
## 1172 Apollolaan 101 105 Oud Zuid 1077 AN Amsterdam Netherlands
## 1173 Avenida Roma 93 95 Eixample 08029 Barcelona Spain
## 1174 Ronda Sant Pau 14 Ciutat Vella 08001 Barcelona Spain
## 1175 Via Pietro Orseolo 1 Navigli 20144 Milan Italy
## 1176 13 rue des Beaux Arts 6th arr 75006 Paris France
## 1177 207 Boulevard Raspail 14th arr 75014 Paris France
## 1178 35 Rue La Bruy re 9th arr 75009 Paris France
## 1179 8 Rue Jean Goujon 8th arr 75008 Paris France
## 1180 86 Quai D Austerlitz 13th arr 75013 Paris France
## 1181 Desider Friedmann Platz 2 01 Innere Stadt 1010 Vienna Austria
## 1182 Santal 8 Sarri St Gervasi 08021 Barcelona Spain
## 1183 140 Park Lane Westminster Borough London W1K 7AA United Kingdom
## 1184 151 bis Rue de Rennes 6th arr 75006 Paris France
## 1185 17 Avenue Kl ber 16th arr 75016 Paris France
## 1186 18 rue de Constantinople 8th arr 75008 Paris France
## 1187 40 rue Liancourt 14th arr 75014 Paris France
## 1188 Piazza Oberdan 12 Milan City Center 20129 Milan Italy
## 1189 Via Manzoni 29 Milan City Center 20121 Milan Italy
## 1190 Via Privata Polonia 10 20157 Milan Italy
## 1191 11 Knightsbridge Westminster Borough London SW1X 7LY United Kingdom
## 1192 143 Avenue De Malakoff 16th arr 75016 Paris France
## 1193 Angli 60 Sarri St Gervasi 08017 Barcelona Spain
## 1194 K rntner Ring 16 01 Innere Stadt 1015 Vienna Austria
## 1195 Mallorca 251 Eixample 08008 Barcelona Spain
## 1196 Passeig de Gr cia 38 40 Eixample 08007 Barcelona Spain
## 1197 10 rue d Ormesson 4th arr 75004 Paris France
## 1198 12 rue de Parme 9th arr 75009 Paris France
## 1199 14 rue de la Tremoille 8th arr 75008 Paris France
## 1200 17 19 Egerton Terrace Knightsbridge Kensington and Chelsea London SW3 2BX United Kingdom
## 1201 17 bis rue Am lie 7th arr 75007 Paris France
## 1202 2 Rue Duperr 9th arr 75009 Paris France
## 1203 33 Roland Gardens Kensington and Chelsea London SW7 3PF United Kingdom
## 1204 36 Rue Saint Marc 2nd arr 75002 Paris France
## 1205 67 rue Blanche 9th arr 75009 Paris France
## 1206 Cadogan Place Kensington and Chelsea London SW1X 9PY United Kingdom
## 1207 San Sever 5 Ciutat Vella 08002 Barcelona Spain
## 1208 12 rue Saint Didier 16th arr 75016 Paris France
## 1209 20 rue du Sommerard 5th arr 75005 Paris France
## 1210 6 rue Gustave Charpentier 17th arr 75017 Paris France
## 1211 8 rue de Verneuil 7th arr 75007 Paris France
## 1212 Capitan Arenas 20 Les Corts 08034 Barcelona Spain
## 1213 Loreto 21 25 Les Corts 08029 Barcelona Spain
## 1214 Loreto 28 Les Corts 08029 Barcelona Spain
## 1215 10 Monmouth Street Camden London WC2H 9HB United Kingdom
## 1216 12 Rue Jean Goujon 8th arr 75008 Paris France
## 1217 185 Boulevard Brune 14th arr 75014 Paris France
## 1218 35 Boulevard de la tour Maubourg 7th arr 75007 Paris France
## 1219 35 St James s Place Westminster Borough London SW1A 1NY United Kingdom
## 1220 61 rue de la Voute 12th arr 75012 Paris France
## 1221 97 rue Lauriston 16th arr 75016 Paris France
## 1222 Corso di Porta Vigentina 46 Milan City Center 20122 Milan Italy
## 1223 Via Washington 66 Fiera Milano City 20146 Milan Italy
## 1224 2 avenue la Porte Molitor 16th arr 75016 Paris France
## 1225 Via Domenico Scarlatti 32 Central Station 20124 Milan Italy
## 1226 Via L Muratori 14 Porta Romana 20135 Milan Italy
## 1227 Viale Isonzo 2 Porta Romana 20135 Milan Italy
## 1228 11 rue du 8 Mai 1945 10th arr 75010 Paris France
## 1229 12 Rue de Louvois 2nd arr 75002 Paris France
## 1230 15 Quai Saint Michel 5th arr 75005 Paris France
## 1231 2 Bd Garibaldi 15th arr 75015 Paris France
## 1232 Rambla de Catalunya 76 Eixample 08008 Barcelona Spain
## 1233 Via Tazzoli 2 Garibaldi Station 20154 Milan Italy
## 1234 3 Boulevard Montmartre 2nd arr 75002 Paris France
## 1235 3 Rue Verniquet 17th arr 75017 Paris France
## 1236 8 Rue De Bellechasse 7th arr 75007 Paris France
## 1237 92 Rue Du Cherche Midi 6th arr 75006 Paris France
## 1238 Doctor Carulla 25 Sarri St Gervasi 08017 Barcelona Spain
## 1239 Rathstra e 24 Neustift am Walde 19 D bling 1190 Vienna Austria
## 1240 Via G Silva 12 Fiera Milano City 20149 Milan Italy
## 1241 10 Avenue Emile Zola 15th arr 75015 Paris France
## 1242 110 rue Blomet 15th arr 75015 Paris France
## 1243 15 Rue Des Pyramides 1st arr 75001 Paris France
## 1244 19 place du Panth on 5th arr 75005 Paris France
## 1245 Boltzmanngasse 8 09 Alsergrund 1090 Vienna Austria
## 1246 Via delle Erbe 1 Milan City Center 20121 Milan Italy
## 1247 Via Molino Delle Armi 1 Angolo Corso Italia Milan City Center 20123 Milan Italy
## 1248 117 Rue Lauriston 16th arr 75116 Paris France
## 1249 Via Giovanni Battista Fauch Sempione 20154 Milan Italy
## 1250 Via San Tomaso 8 b Milan City Center 20121 Milan Italy
## 1251 Via Silvio Pellico 2 Milan City Center 20121 Milan Italy
## 1252 32 Rue Greuze 16th arr 75016 Paris France
## 1253 Pelzgasse 1 15 Rudolfsheim F nfhaus 1150 Vienna Austria
## 1254 Sarphatistraat 104 Amsterdam City Center 1018 GV Amsterdam Netherlands
## 1255 Via De Amicis 32 Milan City Center 20123 Milan Italy
## 1256 Weteringschans 251 Amsterdam City Center 1017 XJ Amsterdam Netherlands
## 1257 10 Place De Mexico 16th arr 75016 Paris France
## 1258 12 rue Saint Roch 1st arr 75001 Paris France
## 1259 16 boulevard Haussmann 9th arr 75009 Paris France
## 1260 21 rue F licien David 16th arr 75016 Paris France
## 1261 29 31 rue de Poitou 3rd arr 75003 Paris France
## 1262 Margaretenstra e 53 05 Margareten 1050 Vienna Austria
## 1263 Via Cimarosa 6 Fiera Milano City 20144 Milan Italy
## 1264 21 Boulevard De Clichy 9th arr 75009 Paris France
## 1265 24 rue Cadet 9th arr 75009 Paris France
## 1266 35 Rue De Berri 8th arr 75008 Paris France
## 1267 42 Rue Des Petites Ecuries 10th arr 75010 Paris France
## 1268 Viale Bligny 56 Milan City Center 20136 Milan Italy
## 1269 Hietzinger Hauptstra e 134 13 Hietzing 1130 Vienna Austria
## 1270 Piazza Gerusalemme 12 Sempione 20154 Milan Italy
## 1271 14 Rue Stanislas 6th arr 75006 Paris France
## 1272 22 24 Rue Faidherbe 11th arr 75011 Paris France
## 1273 24 Rue De Miromesnil 8th arr 75008 Paris France
## 1274 28 Basil Street Kensington and Chelsea London SW3 1AS United Kingdom
## 1275 3 rue Clauzel 9th arr 75009 Paris France
## 1276 37 Avenue De La Motte Picquet 7th arr 75007 Paris France
## 1277 7 Rue Paul Albert 18th arr 75018 Paris France
## 1278 9 11 rue Balzac 8th arr 75008 Paris France
## 1279 Baumgasse 83 03 Landstra e 1030 Vienna Austria
## 1280 167 rue de Rome 17th arr 75017 Paris France
## 1281 181 Tooley Street Southwark London SE1 2JR United Kingdom
## 1282 23 25 rue de Pont Neuf 1st arr 75001 Paris France
## 1283 4 rue Cadet 9th arr 75009 Paris France
## 1284 5 7 Rue De Montalembert 7th arr 75007 Paris France
## 1285 Via Mac Mahon 45 Sempione 20155 Milan Italy
## 1286 Vilana 7 Sarri St Gervasi 08017 Barcelona Spain
## 1287 4 rue d Alger 1st arr 75001 Paris France
## 1288 41 rue Jean Baptiste Pigalle 9th arr 75009 Paris France
## 1289 Hasenauerstra e 12 19 D bling 1190 Vienna Austria
## 1290 Via Tiziano 6 Fiera Milano City 20145 Milan Italy
## 1291 86 Rue Saint Denis 1st arr 75001 Paris France
## 1292 K rntner Ring 1 01 Innere Stadt 1015 Vienna Austria
## 1293 Via Cesare Correnti 13 Milan City Center 20123 Milan Italy
## 1294 17 rue Duhesme 18th arr 75018 Paris France
## 1295 213 rue de la Croix Nivert 15th arr 75015 Paris France
## 1296 5 Rue Saint Roch 1st arr 75001 Paris France
## 1297 Ratschkygasse 32 12 Meidling 1120 Vienna Austria
## 1298 Via Carlo Goldoni 33 Citt Studi 20129 Milan Italy
## 1299 Viale Suzzani 13 Bicocca Zara 20162 Milan Italy
## 1300 128 avenue de Wagram 17th arr 75017 Paris France
## 1301 19 avenue Kleber 16th arr 75116 Paris France
## 1302 22 rue de Buci 6th arr 75006 Paris France
## 1303 34 Rue de Buci 6th arr 75006 Paris France
## 1304 6 Via Aristotile Fioravanti Garibaldi Station 20154 Milan Italy
## 1305 Muntaner 352 Sarri St Gervasi 08021 Barcelona Spain
## 1306 19 Boulevard De La Tour Maubourg 7th arr 75007 Paris France
## 1307 214 rue Saint Jacques 5th arr 75005 Paris France
## 1308 234 Diputacio Eixample 08007 Barcelona Spain
## 1309 45 Rue des Acacias 17th arr 75017 Paris France
## 1310 Josefst dter Stra e 22 08 Josefstadt 1080 Vienna Austria
## 1311 11 rue Paul Baudry 8th arr 75008 Paris France
## 1312 Anna van den Vondelstraat 6 Oud West 1054 GZ Amsterdam Netherlands
## 1313 Avenida Diagonal 555 Les Corts 08029 Barcelona Spain
## 1314 2 Rue Saint Sulpice 6th arr 75006 Paris France
## 1315 23 Rue Damr mont 18th arr 75018 Paris France
## 1316 3 Rue Cambon 1st arr 75001 Paris France
## 1317 Viale Lombardia 74 76 Citt Studi 20131 Milan Italy
## 1318 216 Avenue Jean Jaures 19th arr 75019 Paris France
## 1319 7 Rue De L h tel Colbert 5th arr 75005 Paris France
## 1320 Provenza 195 Eixample 08008 Barcelona Spain
## 1321 Via Layetana 3 Ciutat Vella 08003 Barcelona Spain
## 1322 123 Rue Du Faubourg Saint Honor 8th arr 75008 Paris France
## 1323 35 Rue Jean Goujon 8th arr 75008 Paris France
## 1324 9 rue Gr goire de Tours 6th arr 75006 Paris France
## 1325 2 Rue Boulard 14th arr 75014 Paris France
## 1326 5 bis rue Massenet 16th arr 75016 Paris France
## 1327 Lope de Vega 4 Sant Mart 08005 Barcelona Spain
## 1328 29 Rue Jacob 6th arr 75006 Paris France
## 1329 3 Rue Rouget De Lisle 1st arr 75001 Paris France
## 1330 36 rue du Grenier Saint Lazare 3rd arr 75003 Paris France
## 1331 8 Rue Cambon 1st arr 75001 Paris France
## 1332 Piazzale Lugano 10 Bovisa 20158 Milan Italy
## 1333 15 Rue De La Grande Chaumi re 6th arr 75006 Paris France
## 1334 Largo Rio de Janeiro 12 Citt Studi 20133 Milan Italy
## 1335 Lepanto 406 Horta Guinard 08025 Barcelona Spain
## 1336 10 Bis rue du D barcad re 17th arr 75017 Paris France
## 1337 30 rue Pernety 14th arr 75014 Paris France
## 1338 33 Albemarle Street Mayfair Westminster Borough London W1S 4BP United Kingdom
## 1339 39 40 Bedford Place Bloomsbury Camden London WC1B 5JT United Kingdom
## 1340 Paragonstra e 1 11 Simmering 1110 Vienna Austria
## 1341 Via Monte Rosa 90 Fiera Milano City 20149 Milan Italy
## 1342 Via Ugo Bassi 1 A Ang Via C Farini Garibaldi Station 20159 Milan Italy
## 1343 19 Rue Copernic 16th arr 75016 Paris France
## 1344 20 rue Berthollet 5th arr 75005 Paris France
## 1345 39 Avenue de Wagram 17th arr 75017 Paris France
## 1346 Gran V a de les Corts Catalanes 670 Eixample 08010 Barcelona Spain
## 1347 51 Rue de Malte 11th arr 75011 Paris France
## 1348 52 rue Jenner 13th arr 75013 Paris France
## 1349 56 rue de Montorgueil 2nd arr 75002 Paris France
## 1350 10 Avenue D I na 16th arr 75016 Paris France
## 1351 17 Boulevard Saint Jacques 14th arr 75014 Paris France
## 1352 V a Augusta 127 Sarri St Gervasi 08006 Barcelona Spain
## 1353 43 rue Monsieur le Prince 6th arr 75006 Paris France
## 1354 6 Avenue Victor Hugo 16th arr 75116 Paris France
## 1355 60 rue Richer 9th arr 75009 Paris France
## 1356 64 Avenue Marceau 8th arr 75008 Paris France
## 1357 Althanstra e 5 09 Alsergrund 1090 Vienna Austria
## 1358 Avenida Diagonal 589 591 Les Corts 08014 Barcelona Spain
## 1359 Beltran i R zpide 7 9 Les Corts 08034 Barcelona Spain
## 1360 Carlos Place Westminster Borough London W1K 2AL United Kingdom
## 1361 11 Bis rue Mazagran 10th arr 75010 Paris France
## 1362 3 Bis Place Saint Sulpice 6th arr 75006 Paris France
## 1363 3 Rue de Montalembert 7th arr 75007 Paris France
## 1364 9 Rue Littr 6th arr 75006 Paris France
## 1365 Daungasse 1 6 7 08 Josefstadt 1080 Vienna Austria
## 1366 Diagonal Pere IV 272 Sant Mart 08005 Barcelona Spain
## 1367 Via Ges 6 8 Milan City Center 20121 Milan Italy
## 1368 2 Rue du Colonel Pierre Avia 15th arr 75015 Paris France
## 1369 3 rue du Pr aux Clercs 7th arr 75007 Paris France
## 1370 9 rue frochot 9th arr 75009 Paris France
## 1371 Wiedner Hauptstra e 12 04 Wieden 1040 Vienna Austria
## 1372 132 Boulevard Haussmann 8th arr 75008 Paris France
## 1373 44 Rue Madame 6th arr 75006 Paris France
## 1374 Via Ludovico Di Breme 77 Certosa 20156 Milan Italy
## 1375 Wagramer Stra e 51 22 Donaustadt 1220 Vienna Austria
## 1376 117 Poplar High Street Tower Hamlets London E14 0AE United Kingdom
## 1377 12 rue des Saussaies 8th arr 75008 Paris France
## 1378 228 Rue De Rivoli 1st arr 75001 Paris France
## 1379 33 avenue George V 8th arr 75008 Paris France
## 1380 36 38 Rue Du Moulin 92170 Paris France
## 1381 9 Carrefour de l Od on 6th arr 75006 Paris France
## 1382 Hernalser Hauptstra e 187 17 Hernals 1170 Vienna Austria
## 1383 Place de l Op ra 4 rue Meyerbeer 9th arr 75009 Paris France
## 1384 51 Rue Lauriston 16th arr 75016 Paris France
## 1385 64 Boulevard de Grenelle 15th arr 75015 Paris France
## 1386 Avenida Roma 23 Eixample 08029 Barcelona Spain
## 1387 30 Rue Duret 16th arr 75016 Paris France
## 1388 30 Rue La P rouse 16th arr 75016 Paris France
## 1389 7 rue d Argenson 8th arr 75008 Paris France
## 1390 10 rue Gager Gabillot 15th arr 75015 Paris France
## 1391 171 Knightsbridge Westminster Borough London SW7 1DW United Kingdom
## 1392 20 Rue De La Ga t 14th arr 75014 Paris France
## 1393 33 Avenue Du Docteur Arnold Netter 12th arr 75012 Paris France
## 1394 79 rue Saint Dominique 7th arr 75007 Paris France
## 1395 Viale Murillo 9 Fiera Milano City 20149 Milan Italy
## 1396 25 Avenue Montaigne 8th arr 75008 Paris France
## 1397 1 3 Rue d Argentine 16th arr 75116 Paris France
## 1398 13 rue Geoffroy Marie 9th arr 75009 Paris France
## 1399 46 Avenue George V 8th arr 75008 Paris France
## 1400 7 Rue Du Bourg L abb 3rd arr 75003 Paris France
## 1401 10 Rue Gabriel Laumain 10th arr 75010 Paris France
## 1402 29 rue Caumartin 9th arr 75009 Paris France
## 1403 34 rue Jean Mermoz 8th arr 75008 Paris France
## 1404 53 Rue Richard Lenoir 11th arr 75011 Paris France
## 1405 Professor Tulpplein 1 Amsterdam City Center 1018 GX Amsterdam Netherlands
## 1406 Via A de Tocqueville 7 D Garibaldi Station 20154 Milan Italy
## 1407 Via Andegari 9 Milan City Center 20121 Milan Italy
## 1408 5 Rue de Montyon 9th arr 75009 Paris France
## 1409 Pau Clar s 122 Eixample 08009 Barcelona Spain
## 1410 Via La Spezia 25 Famagosta 20142 Milan Italy
## 1411 Via Santa Radegonda 14 Milan City Center 20121 Milan Italy
## 1412 49 50 St John s Square Islington London EC1V 4JJ United Kingdom
## 1413 Avenida Tibidabo 1 Sarri St Gervasi 08022 Barcelona Spain
## 1414 Hyde Park Corner Westminster Borough London SW1X 7TA United Kingdom
## 1415 22 rue d Antin 2nd arr 75002 Paris France
## 1416 4 rue Amsterdam 9th arr 75009 Paris France
## 1417 45 Curtain Road Hackney London EC2A 4PJ United Kingdom
## 1418 5 place de l Od on 6th arr 75006 Paris France
## 1419 8 Boulevard Beaumarchais 11th arr 75011 Paris France
## 1420 Avenida Pearson 1 3 Les Corts 08034 Barcelona Spain
## 1421 Viale Certosa 68 Certosa 20155 Milan Italy
## 1422 10 rue Chateaubriand 8th arr 75008 Paris France
## 1423 17 rue g t le coeur 6th arr 75006 Paris France
## 1424 22 Rue Danielle Casanova 1st arr 75002 Paris France
## 1425 5 rue de la Paix 2nd arr 75002 Paris France
## 1426 Halkin Street Westminster Borough London SW1X 7DJ United Kingdom
## 1427 15 Place Vend me 1st arr 75001 Paris France
## 1428 24 Egerton Gardens Kensington and Chelsea London SW3 2DB United Kingdom
## 1429 3 Rue De Boulainvilliers 16th arr 75016 Paris France
## 1430 36 rue de Saint Quentin 10th arr 75010 Paris France
## 1431 45 Park Lane Westminster Borough London W1K 1PN United Kingdom
## 1432 Sep lveda 180 Eixample 08011 Barcelona Spain
## 1433 Viriotgasse 5 09 Alsergrund 1090 Vienna Austria
## 1434 14 Henrietta Street Westminster Borough London WC2E 8QH United Kingdom
## 1435 15 Boulevard Romain Rolland 14th arr 75014 Paris France
## 1436 25 Boulevard Auguste Blanqui 13th arr 75013 Paris France
## 1437 Via G Arimondi 12 Sempione 20155 Milan Italy
## 1438 55 57 Avenue Raymond Poincare 16th arr 75016 Paris France
## 1439 63 rue de Richelieu 2nd arr 75002 Paris France
## 1440 9 Place Boulnois 17th arr 75017 Paris France
## 1441 Via Domodossola 16 Fiera Milano City 20145 Milan Italy
## 1442 Via Riccardo Lombardi 9 11 20153 Milan Italy
## 1443 10 Rue de la Tour d Auvergne 9th arr 75009 Paris France
## 1444 46 Rue De Tr vise 9th arr 75009 Paris France
## 1445 6 Rue Saint Lambert 15th arr 75015 Paris France
## 1446 Jaime I 14 Ciutat Vella 08002 Barcelona Spain
## 1447 11 Rue d Astorg 8th arr 75008 Paris France
## 1448 6 Avenue Fr miet 16th arr 75016 Paris France
## 1449 6 Rue Blaise Desgoffe 6th arr 75006 Paris France
## 1450 6 Rue Saint Placide 6th arr 75006 Paris France
## 1451 7 Boulevard Bourdon 4th arr 75004 Paris France
## 1452 8 bis Avenue de la Soeur Rosalie 13th arr 75013 Paris France
## 1453 2 rue des Guillemites 4th arr 75004 Paris France
## 1454 28 rue Saint Roch 1st arr 75001 Paris France
## 1455 17 Rue de Caumartin 9th arr 75009 Paris France
## 1456 37 Avenue Hoche 8th arr 75008 Paris France
## 1457 64 Rue Crozatier 12th arr 75012 Paris France
## 1458 Lope de Vega 141 Sant Mart 08005 Barcelona Spain
## 1459 Via Dei Fontanili 26 Ripamonti Corvetto 20141 Milan Italy
## 1460 251 rue Saint Honor 1st arr 75001 Paris France
## 1461 27 avenue des Ternes 17th arr 75017 Paris France
## 1462 Johann H rbiger Gasse 30 23 Liesing 1230 Vienna Austria
## 1463 22 avenue de Villiers 17th arr 75017 Paris France
## 1464 43 Rue De l Abb Gr goire 6th arr 75006 Paris France
## 1465 Hertha Firnberg Stra e 5 10 Favoriten 1100 Vienna Austria
## 1466 Hoffingergasse 26 28 12 Meidling 1120 Vienna Austria
## 1467 1 5 Passage Ruelle 18th arr 75018 Paris France
## 1468 64 Rue de l Arbre Sec 1st arr 75001 Paris France
## 1469 99 Bis Rue De Rome 17th arr 75017 Paris France
## 1470 Prinsengracht 717 Amsterdam City Center 1017 JW Amsterdam Netherlands
## 1471 Via Privata Fratelli Gabba 7 B Milan City Center 20121 Milan Italy
## 1472 18 Rue du Cirque 8th arr 75008 Paris France
## 1473 Calvet 40 42 Sarri St Gervasi 08021 Barcelona Spain
## 1474 Coburgbastei 4 01 Innere Stadt 1010 Vienna Austria
## 1475 102 Avenue Victor Hugo 16th arr 75016 Paris France
## 1476 78 Rue Blomet 15th arr 75015 Paris France
## 1477 17 rue de Richelieu 1st arr 75001 Paris France
## 1478 22 Rue Tronchet 8th arr 75008 Paris France
## 1479 4 Rue Du Mont Thabor 1st arr 75001 Paris France
## 1480 49 rue Pierre Charron 8th arr 75008 Paris France
## 1481 9 Rue de Constantinople 8th arr 75008 Paris France
## 1482 Ausi s Marc 34 Eixample 08010 Barcelona Spain
## 1483 25 Rue Theodore de Banville 17th arr 75017 Paris France
## 1484 40 Rue Rene Boulanger 10th arr 75010 Paris France
## 1485 8 rue d Anjou 8th arr 75008 Paris France
## 1486 2 4 Boundary Street Hackney London E2 7DD United Kingdom
## 1487 21 rue Lavoisier 8th arr 75008 Paris France
## 1488 8 rue Fr d ric Bastiat 8th arr 75008 Paris France
## 1489 Filmteichstra e 5 10 Favoriten 1100 Vienna Austria
## 1490 Via Palmanova 153 20132 Milan Italy
## 1491 13 Rue Fran ois Ory 92120 Paris France
## 1492 Via M Buonarroti 13 Fiera Milano City 20149 Milan Italy
## 1493 Johann Staud Stra e 32 16 Ottakring 1160 Vienna Austria
## n
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## 1493 8Victoria_reviews <- Hotel_Reviews %>%
filter(Hotel_Address =="Damrak 1 5 Amsterdam City Center 1012 LG Amsterdam Netherlands") %>%
mutate(number = row_number()) %>%
select(number, Hotel_Name, Hotel_Address, Positive_Review, Negative_Review, Reviewer_Score)
Victoria_reviews_p <- Victoria_reviews %>%
select(number, Hotel_Name, Hotel_Address, Positive_Review) #the last word 'p' means 'positive'
tidyp_Victoria <- Victoria_reviews_p %>%
unnest_tokens(output = word , input = Positive_Review) %>%
anti_join(stop_words) #tidyp means the result of tidying the positive Victoria Hotel reviews## Joining with `by = join_by(word)`Victoria_reviews_n <- Victoria_reviews %>%
select(number, Hotel_Name, Hotel_Address, Negative_Review) #the last word 'n' means 'negative'
tidyn_Victoria <- Victoria_reviews_n %>%
unnest_tokens(output = word , input = Negative_Review) %>%
anti_join(stop_words)## Joining with `by = join_by(word)`tidyp_Victoria <- tidyp_Victoria %>%
mutate(source = "tidyp_Victoria")
tidyn_Victoria <- tidyn_Victoria %>%
mutate(source = "tidyn_Victoria")
combined_Victoria <- bind_rows(tidyp_Victoria, tidyn_Victoria)
#combined two data which are the tidy positive reviews and tidy negative reviews of the Victoria Hotel's reviews to compare easilyEstherea_reviews <- Hotel_Reviews %>%
filter(Hotel_Address == "Singel 303 309 Amsterdam City Center 1012 WJ Amsterdam Netherlands") %>%
mutate(number = row_number()) %>%
select(number, Hotel_Name, Hotel_Address, Positive_Review, Negative_Review, Reviewer_Score)
Estherea_reviews_p <- Estherea_reviews %>%
select(number, Hotel_Name, Hotel_Address, Positive_Review)
tidyp_Estherea <- Estherea_reviews_p %>%
unnest_tokens(output = word , input = Positive_Review) %>%
anti_join(stop_words)## Joining with `by = join_by(word)`Estherea_reviews_n <- Estherea_reviews %>%
select(number, Hotel_Name, Hotel_Address, Negative_Review)
tidyn_Estherea <- Estherea_reviews_n %>%
unnest_tokens(output = word , input = Negative_Review) %>%
anti_join(stop_words)## Joining with `by = join_by(word)`tidyp_Estherea <- tidyp_Estherea %>%
mutate(source = "tidyp_Estherea")
tidyn_Estherea <- tidyn_Estherea %>%
mutate(source = "tidyn_Estherea")
combined_Estherea <- bind_rows(tidyp_Estherea, tidyn_Estherea)Ramada_reviews <- Hotel_Reviews %>%
filter(Hotel_Address =="Staalmeesterslaan 410 Slotervaart 1057 PH Amsterdam Netherlands") %>% mutate(number = row_number()) %>%
select(number, Hotel_Name, Hotel_Address, Positive_Review, Negative_Review, Reviewer_Score)
Ramada_reviews_p <- Ramada_reviews %>%
select(number, Hotel_Name, Hotel_Address, Positive_Review)
tidyp_Ramada <- Ramada_reviews_p %>%
unnest_tokens(output = word , input = Positive_Review) %>%
anti_join(stop_words)## Joining with `by = join_by(word)`Ramada_reviews_n <- Ramada_reviews %>%
select(number, Hotel_Name, Hotel_Address, Negative_Review)
tidyn_Ramada <- Ramada_reviews_n %>%
unnest_tokens(output = word , input = Negative_Review) %>%
anti_join(stop_words)## Joining with `by = join_by(word)`tidyp_Ramada <- tidyp_Ramada %>%
mutate(source = "tidyp_Ramada")
tidyn_Ramada <- tidyn_Ramada %>%
mutate(source = "tidyn_Ramada")
combined_Ramada <- bind_rows(tidyp_Ramada, tidyn_Ramada)Text data analysis
Calculating the words frequency
For making bar graphs, I made some codes which can calculate the words frequency and extract most frequent 10 words.
frequency_Victoria <- combined_Victoria %>%
group_by(source, word) %>%
summarize(frequency = n()) %>%
ungroup()## `summarise()` has grouped output by 'source'. You can override using the
## `.groups` argument.top10_Victoria <- frequency_Victoria %>%
group_by(source) %>%
slice_max(order_by = frequency, n=10)frequency_Estherea <- combined_Estherea %>%
group_by(source, word) %>%
summarize(frequency = n()) %>%
ungroup()## `summarise()` has grouped output by 'source'. You can override using the
## `.groups` argument.top10_Estherea <- frequency_Estherea %>%
group_by(source) %>%
slice_max(order_by = frequency, n=10)frequency_Ramada <- combined_Ramada %>%
group_by(source, word) %>%
summarize(frequency = n()) %>%
ungroup()## `summarise()` has grouped output by 'source'. You can override using the
## `.groups` argument.top10_Ramada <- frequency_Ramada %>%
group_by(source) %>%
slice_max(order_by = frequency, n=10)Individual analysis and figures
Anaylsis and Figure 1
Describe and show how you created the first figure. Why did you choose this figure type?
First, I created the ‘word cloud’ to see which words are dominant in each of the hotels’ reviews. It’s because the word cloud is the best way to skim over the text in a short space of time and understand the outline of the context.
combined_Victoria %>%
anti_join(stop_words) %>%
count(word) %>%
with(wordcloud(word, n, max.words = 100))## Joining with `by = join_by(word)`
combined_Estherea %>%
anti_join(stop_words) %>%
count(word) %>%
with(wordcloud(word, n, max.words = 100))## Joining with `by = join_by(word)`
combined_Ramada %>%
anti_join(stop_words) %>%
count(word) %>%
with(wordcloud(word, n, max.words = 100))## Joining with `by = join_by(word)`
Through this graph, I found out some points. The first hotel is the Victoria Hotel and it shows some words like ‘location’, ‘urban’, ‘station’, and so on. This hotel is the closest to the Amsterdam Centraal Station so it reflects it. The second hotel is the Estherea Hotel and it shows some words such as ‘walking’, ‘attractions’, ‘noisy’, and so on. This hotel is the closest to lots of attractions in Amsterdam and the words also reflect it. The last hotel is the Ramada Hotel and it shows some words like ‘shuttle’, ‘airport’, ‘view’, and so on. This hotel is the most distant from the Amsterdam Centraal Station and attractions, so it seems to provide the shuttle buses to the hotel guests.
Analysis and Figure 2
Second, I made three bar graphs about the frequency of the words of the reviews. The bar graphs are much more well-organized than the word cloud because it shows 10 most frequent words neatly and you can see the flow and words at a glance. So, I often use this bar graph to understand the flow.
ggplot(top10_Victoria, aes(x = reorder_within(word, frequency, source),
y = frequency,
fill = source)) +
geom_col(show.legend = F) +
facet_wrap(~source, scales = "free_y") +
scale_x_reordered() +
coord_flip() +
labs(title = "Victoria Hotel Review top 10 words",
x = "Word",
y = "Frequency")
ggplot(top10_Estherea, aes(x = reorder_within(word, frequency, source),
y = frequency,
fill = source)) +
geom_col(show.legend = F) +
facet_wrap(~source, scales = "free_y") +
scale_x_reordered() +
coord_flip() +
labs(title = "Estherea Hotel Review top 10 words",
x = "Word",
y = "Frequency")
ggplot(top10_Ramada, aes(x = reorder_within(word, frequency, source),
y = frequency,
fill = source)) +
geom_col(show.legend = F) +
facet_wrap(~source, scales = "free_y") +
scale_x_reordered() +
coord_flip() +
labs(title = "Ramada Hotel Review top 10 words",
x = "Word",
y = "Frequency")
These graphs show the top 10 words(which are the most frequent) from positive reviews and negative reviews. So, I can predict much more detailedly how the reviews unfold. In the respect of Victoria Hotel, the positive reviews contain ‘location’, ‘station’, ‘central’ and so on. It’s because it is right in front of the Centraal Station. The negative reviews contain ‘negative’, ‘expensive’, ‘breakfast’ and so on. Actually, the negative reviews from three hotels aren’t that much, because these hotels are recognized as 4 to 5 stars. The hotels in Amsterdam are much more expensive than any other hotels in other regions, so it seems that there is a word ‘expensive’ in common. The second hotel, Estherea Hotel’s positive reviews include ‘location’, ‘helpful’, ‘coffee’ and so on. It’s because it’s really near the attractions and it’s so helpful to the guests. Also, there are lots of coffee shops near the attractions so that many tourists can take a rest. On the other hand, there are some words like ‘expensive’, ‘price’, ‘coffee’ and so on in negative reviews. It’s also in the center of Amsterdam and even near the attractions, so many guest must have felt it too expensive. The last Hotel, Ramada Hotel’s positive reviews contain ‘tram’, ‘location’, ‘clean’ and so on. It’s quite far from the attractions and the station, so the guests should use tram to go to somewhere, but it’s not that far so the location is not bad. Plus, in my experience, the further from the attractions and the station the location is, the cleaner it is. On the other hand, there are some words like ‘floor’, ‘restaurant’ and so on in the negative reviews. It has a restaurant in the hotel, and according to the negative reviews, it must be bad or at least not good.
Analysis and Figure 3 & Conclusion
In showing the figures that you created, describe why you designed it the way you did. Why did you choose those colors, fonts, and other design elements? Does it convey truth?
Lastly, I made the bigram networks in order to predict the flow of the words in the reviews. So, I made three bigram networks and found out how each of the words were combined. Before explaining the details, I set the standard for myself. I set the bigram counts standard as over 13 or the same with 13, because if it is only over 10, there are so many results so it’s hard to identify the results. Then, I chose skyblue, light pink, and light green color and I think these three colors are much more outstanding and distinguishable than any other colors. I also set the font size as 3 point. If it is bigger than the size as 3 point, it is too big and if it is 2point, it’s too small to read. Also, I set the node point as 3 point, because it is the most proper size to show the flow of the words.
#This process is combining the tidy text together to make the bigram graph to include both negative and positive reviews.
combined_Victoria <- combined_Victoria %>%
arrange(number)
combined_Victoria_text <- combined_Victoria %>%
group_by(number) %>%
summarise(text = paste(word, collapse=" ")) %>%
ungroupbigrams_Victoria <- combined_Victoria_text %>%
unnest_tokens(bigram, text, token = "ngrams", n = 2)
bigram_counts_Victoria <- bigrams_Victoria %>%
count(bigram, sort = TRUE)
top10_bigrams <- bigram_counts_Victoria %>%
slice_max(n, n = 10)
bigrams_separated_Victoria <- bigrams_Victoria %>%
separate(bigram, c("word1", "word2"), sep = " ")
bigrams_filtered_Victoria <- bigrams_separated_Victoria %>%
filter(!word1 %in% stop_words$word) %>%
filter(!word2 %in% stop_words$word)
bigrams_united_Victoria <- bigrams_filtered_Victoria %>%
unite(bigram, word1, word2, sep = " ")
Victoria_bigram_counts <- bigrams_filtered_Victoria %>%
count(word1, word2, sort = TRUE)
Victoria_bigram_graph <- Victoria_bigram_counts %>%
filter(n >= 13) %>%
graph_from_data_frame()## Warning in graph_from_data_frame(.): In `d' `NA' elements were replaced with
## string "NA"Estherea
combined_Estherea <- combined_Estherea %>%
arrange(number)
combined_Estherea_text <- combined_Estherea %>%
group_by(number) %>%
summarise(text = paste(word, collapse=" ")) %>%
ungroupbigrams_Estherea <- combined_Estherea_text %>%
unnest_tokens(bigram, text, token = "ngrams", n = 2)
bigram_counts_Estherea <- bigrams_Estherea %>%
count(bigram, sort = TRUE)
top10_bigrams <- bigram_counts_Estherea %>%
slice_max(n, n = 10)
bigrams_separated_Estherea <- bigrams_Estherea %>%
separate(bigram, c("word1", "word2"), sep = " ")
bigrams_filtered_Estherea <- bigrams_separated_Estherea %>%
filter(!word1 %in% stop_words$word) %>%
filter(!word2 %in% stop_words$word)
bigrams_united_Estherea <- bigrams_filtered_Estherea %>%
unite(bigram, word1, word2, sep = " ")
Estherea_bigram_counts <- bigrams_filtered_Estherea %>%
count(word1, word2, sort = TRUE)
Estherea_bigram_graph <- Estherea_bigram_counts %>%
filter(n >= 13) %>%
graph_from_data_frame()## Warning in graph_from_data_frame(.): In `d' `NA' elements were replaced with
## string "NA"Ramada
combined_Ramada <- combined_Ramada %>%
arrange(number)
combined_Ramada_text <- combined_Ramada %>%
group_by(number) %>%
summarise(text = paste(word, collapse=" ")) %>%
ungroupbigrams_Ramada <- combined_Ramada_text %>%
unnest_tokens(bigram, text, token = "ngrams", n = 2)
bigram_counts_Ramada <- bigrams_Ramada %>%
count(bigram, sort = TRUE)
top10_bigrams <- bigram_counts_Ramada %>%
slice_max(n, n = 10)
bigrams_separated_Ramada <- bigrams_Ramada %>%
separate(bigram, c("word1", "word2"), sep = " ")
bigrams_filtered_Ramada <- bigrams_separated_Ramada %>%
filter(!word1 %in% stop_words$word) %>%
filter(!word2 %in% stop_words$word)
bigrams_united_Ramada <- bigrams_filtered_Ramada %>%
unite(bigram, word1, word2, sep = " ")
Ramada_bigram_counts <- bigrams_filtered_Ramada %>%
count(word1, word2, sort = TRUE)
Ramada_bigram_graph <- Ramada_bigram_counts %>%
filter(n >= 13) %>%
graph_from_data_frame()## Warning in graph_from_data_frame(.): In `d' `NA' elements were replaced with
## string "NA"To make a graph
This is a process to make a graph.
#Vitoria Hotel
set.seed(2023)
a <- grid::arrow(type = "closed", length = unit(.15, "inches"))
ggraph(Victoria_bigram_graph, layout = "fr") +
geom_edge_link(aes(edge_alpha = n), show.legend = FALSE,
arrow = a, end_cap = circle(.07, 'inches')) +
geom_node_point(color = "skyblue", size = 3) +
geom_node_text(aes(label = name), vjust = 1, hjust = 1, size = 3) +
theme_void() +
labs(title = "Victoria Hotel's Bigram")
#Estherea Hotel
set.seed(2023)
a <- grid::arrow(type = "closed", length = unit(.15, "inches"))
ggraph(Estherea_bigram_graph, layout = "fr") +
geom_edge_link(aes(edge_alpha = n), show.legend = FALSE,
arrow = a, end_cap = circle(.07, 'inches')) +
geom_node_point(color = "lightpink", size = 3) +
geom_node_text(aes(label = name), vjust = 1, hjust = 1, size = 3) +
theme_void() +
labs(title = "Estherea Hotel's Bigram")
#Ramada Hotel
set.seed(2023)
a <- grid::arrow(type = "closed", length = unit(.15, "inches"))
ggraph(Ramada_bigram_graph, layout = "fr") +
geom_edge_link(aes(edge_alpha = n), show.legend = FALSE,
arrow = a, end_cap = circle(.07, 'inches')) +
geom_node_point(color = "lightgreen", size = 3) +
geom_node_text(aes(label = name), vjust = 1, hjust = 1, size = 3) +
theme_void() +
labs(title = "Ramada Hotel's Bigram")
I think these three graphs convey the truth well, and satisfied my curiosity while solving my questions. In the case of Victoria Hotel, the bigram graph shows the words like ‘Amsterdam central’, ‘central station’(outstanding result), ‘train station’, ‘walking distance’(maybe walking distance to the station), and ‘4 star’. It shows that the results that I predicted through the word cloud and the frequency bar were right. Many guests were pleased with the location of Victoria Hotel which is really near the Amsterdam Centraal Station.
In the case of Estherea Hotel, the bigram graph shows some words such as ‘walking distance’(to the attractions), ‘perfect location’, ‘breakfast expensive’, ‘desk front’, ‘24/7 hour’, and so on. Through these results, I found out that my prediction was wrong. I thought many guests were dissatisfied with the accommodation price but the reality was that many people were dissatisfied with the price of breakfast. Also, many guests seemed to be satisfied with the 24/7 desk front service which is really helpful to the guests.
Last, in the case of Ramada Hotel, the bigram graph shows some words like ‘tram stop’(outstanding and bold line), ‘shuttle bus’, ‘airport service’, ‘beautiful views’, ‘public transportation’, ‘20 minutes’ and so on. The tram stop is right in front of the hotel, so many guest felt it so convenient. Also, 20 minutes mean the time required to reach the attractions or the Amsterdam Centraal Station. For this reason, the hotel prepared the shuttle bus service to those destinations for guests’ convenience. It also includes the beautiful views and I found out that this location is quite far from the Amsterdam Centraal Station and attractions, but quite near the canals and the parks. This geological fact gave some guests beautiful views.
Through these reasons, I think the bigram graphs convey much more specific and detailed information than the word cloud and the frequency bar graph because they show consecutive words and the structure of the words. They are the most difficult one to make because they need lots of codes and namings, but I think they are worthy enough to cover a large amount of data if you want to understand the context of the text in a short time. Plus, if I have a chance to do this kind of project again, I want to find the latest reviews of three hotels and compare the data between 2017’s data and 2024’s data.
Sources
515K Hotel Reviews Data in Europe, JIASHEN LIU, https://www.kaggle.com/datasets/jiashenliu/515k-hotel-reviews-data-in-europe