This page has been migrated from an earlier version of this site. Links and images may be broken.
Each link downloads a zip file of the data for a named city or region. The zip file holds one or more csv files. Each csv file represents a single “survey” or “scrape” of the Airbnb web site for that city. The data is collected from the public Airbnb web site without logging in and the code I use is available on GitHub.
Here is the data provided for each listing. Please note that while other data can be collected from the site, and while other sites (especially the excellent Inside Airbnb) collect richer data about the host and the details of each listing, I have no plans to expand the scope at the moment:
- room_id: A unique number identifying an Airbnb listing. The listing has a URL on the Airbnb web site of http://airbnb.com/rooms/room_id
- host_id: A unique number identifying an Airbnb host. The host’s page has a URL on the Airbnb web site of http://airbnb.com/users/show/host_id
- room_type: One of “Entire home/apt”, “Private room”, or “Shared room” borough: A subregion of the city or search area for which the survey is carried out. The borough is taken from a shapefile of the city that is obtained independently of the Airbnb web site. For some cities, there is no borough information; for others the borough may be a number. If you have better shapefiles for a city of interest, please send them to me.
- neighborhood: As with borough: a subregion of the city or search area for which the survey is carried out. For cities that have both, a neighbourhood is smaller than a borough. For some cities there is no neighbourhood information.
- reviews: The number of reviews that a listing has received. Airbnb has said that 70% of visits end up with a review, so the number of reviews can be used to estimate the number of visits. Note that such an estimate will not be reliable for an individual listing (especially as reviews occasionally vanish from the site), but over a city as a whole it should be a useful metric of traffic.
- overall_satisfaction: The average rating (out of five) that the listing has received from those visitors who left a review.
- accommodates: The number of guests a listing can accommodate.
- bedrooms: The number of bedrooms a listing offers.
- price: The price (in $US) for a night stay. In early surveys, there may be some values that were recorded by month.
- minstay: The minimum stay for a visit, as posted by the host.
- latitude and longitude: The latitude and longitude of the listing as posted on the Airbnb site: this may be off by a few hundred metres. I do not have a way to track individual listing locations with
- last_modified: the date and time that the values were read from the Airbnb web site.
The first line of the CSV file holds the column headings.
Here are the cities, the survey dates, and a link to download each zip file.
Aarhus
Survey dates: 2016-10-28 (2258 listings), 2016-11-26 (1900 listings), 2017-01-21 (2167 listings), 2017-02-21 (2295 listings), 2017-03-30 (2323 listings), 2017-04-18 (2398 listings), 2017-04-28 (2360 listings), 2017-05-15 (2437 listings), 2017-06-19 (2802 listings), 2017-07-28 (3142 listings)
Alpes Maritime
Survey dates: 2016-09-06 (24868 listings), 2017-01-28 (25888 listings), 2017-02-26 (26707 listings), 2017-04-24 (26057 listings), 2017-06-19 (28554 listings), 2017-07-12 (32343 listings)
Amsterdam
Survey dates: 2014-05-24 (5645 listings), 2014-08-30 (6840 listings), 2015-01-19 (7693 listings), 2015-03-17 (7807 listings), 2015-12-16 (9850 listings), 2016-05-31 (13360 listings), 2016-08-04 (15314 listings), 2016-12-15 (17018 listings), 2017-01-18 (16871 listings), 2017-02-17 (16542 listings), 2017-03-27 (16362 listings), 2017-04-24 (17037 listings), 2017-05-12 (17201 listings), 2017-06-15 (17795 listings), 2017-07-22 (18723 listings)
Anchorage
Survey dates: 2016-05-13 (447 listings), 2017-03-10 (728 listings), 2017-04-12 (764 listings), 2017-05-22 (842 listings), 2017-06-24 (932 listings), 2017-07-20 (969 listings)
Asheville
Survey dates: 2016-09-10 (757 listings), 2016-12-26 (799 listings), 2017-03-10 (783 listings), 2017-04-12 (788 listings), 2017-05-14 (810 listings), 2017-06-24 (848 listings), 2017-07-20 (854 listings)
Asturias
Survey dates: 2017-07-02 (1225 listings), 2017-07-26 (1327 listings)
Auckland
Survey dates: 2016-08-19 (4590 listings), 2016-12-26 (6103 listings), 2017-01-16 (6230 listings), 2017-02-12 (6507 listings), 2017-03-25 (7384 listings), 2017-04-13 (7889 listings), 2017-04-22 (8010 listings), 2017-05-10 (8487 listings), 2017-06-14 (8847 listings), 2017-07-19 (8815 listings)
Barcelona
Survey dates: 2014-05-20 (10441 listings), 2014-09-04 (10413 listings), 2015-01-14 (12467 listings), 2015-04-29 (10468 listings), 2015-11-06 (14012 listings), 2016-05-30 (17154 listings), 2016-07-25 (19145 listings), 2016-08-28 (18953 listings), 2016-10-22 (16383 listings), 2016-12-10 (15148 listings), 2017-01-18 (17153 listings), 2017-02-18 (17269 listings), 2017-03-27 (17385 listings), 2017-04-15 (17448 listings), 2017-04-24 (17572 listings), 2017-05-12 (17775 listings), 2017-06-15 (18558 listings), 2017-07-23 (18838 listings)
Belgium
Survey dates: 2016-12-30 (15711 listings), 2017-01-29 (15761 listings), 2017-02-28 (15695 listings), 2017-04-26 (15980 listings), 2017-06-19 (17093 listings), 2017-07-14 (17651 listings)
Berlin
Survey dates: 2014-05-18 (7789 listings), 2015-01-19 (11553 listings), 2015-07-04 (12903 listings), 2015-11-07 (14132 listings), 2015-11-30 (14922 listings), 2016-05-01 (16135 listings), 2016-05-29 (8490 listings), 2016-08-30 (15680 listings), 2016-10-09 (16540 listings), 2016-12-15 (18551 listings), 2017-01-01 (18684 listings), 2017-01-17 (18312 listings), 2017-02-16 (18473 listings), 2017-03-26 (18999 listings), 2017-04-23 (19528 listings), 2017-05-11 (19681 listings), 2017-06-15 (20415 listings), 2017-07-21 (21864 listings25 (2443 listings), 2017-02-12 (2565 listings), 2017-03-11 (2580 listings), 2017-04-10 (2634 listings), 2017-05-08 (2645 listings), 2017-06-10 (2721 listings), 2017-07-10 (2954 listings)
Cambridge MA
Survey dates: 2016-09-30 (1442 listings), 2017-03-10 (1694 listings), 2017-04-12 (1713 listings), 2017-05-14 (1765 listings), 2017-06-24 (1825 listings), 2017-07-20 (1809 listings)
Florence
Survey dates: 2015-10-11 (5309 listings), 2015-11-02 (6175 listings), 2015-12-20 (6583 listings), 2016-01-07 (6698 listings), 2016-08-05 (8553 listings), 2016-09-12 (8525 listings), 2016-12-26 (8702 listings), 2017-01-24 (8725 listings), 2017-02-22 (8753 listings), 2017-04-04 (8945 listings), 2017-04-29 (9198 listings), 2017-05-19 (9215 listings), 2017-06-22 (9394 listings)
Frankfurt
Survey dates: 2016-03-27 (1580 listings), 2016-08-21 (1717 listings), 2016-12-26 (1944 listings), 2017-01-23 (1910 listings), 2017-02-22 (1968 listings), 2017-04-02 (1998 listings), 2017-04-28 (2134 listings), 2017-05-18 (1957 listings), 2017-06-22 (1995 listings)
Geneva
Survey dates: 2014-11-26 (702 listings), 2016-08-09 (666 listings), 2017-01-23 (1663 listings), 2017-03-10 (1676 listings), 2017-04-12 (1738 listings), 2017-05-14 (1782 listings), 2017-06-24 (1849 listings), 2017-07-20 (1954 listings)
Girona
Survey dates: 2017-05-13 (393 listings), 2017-06-04 (403 listings), 2017-06-23 (410 listings)
Granada
Survey dates: 2017-07-06 (3565 listings), 2017-07-25 (3595 listings)
Groningen
Survey dates: 2016-03-18 (382 listings), 2016-03-28 (386 listings), 2016-12-26 (533 listings), 2017-01-24 (588 listings), 2017-02-22 (607 listings), 2017-04-04 (610 listings), 2017-04-29 (648 listings), 2017-05-19 (645 listings), 2017-06-22 (706 listings)
Helsinki
Survey dates: 2016-05-07 (1971 listings), 2016-12-26 (2742 listings), 2017-01-23 (2733 listings), 2017-04-02 (2792 listings), 2017-04-28 (2932 listings), 2017-05-18 (2936 listings), 2017-06-22 (3191 listings)
Houston
Survey dates: 2017-04-30 (7758 listings), 2017-05-08 (7712 listings), 2017-06-11 (7677 listings), 2017-07-13 (7559 listings)
Hungary
Survey dates: 2017-02-24 (4507 listings), 2017-04-28 (10517 listings), 2017-05-19 (10605 listings), 2017-06-21 (11141 listings), 2017-07-18 (12139 listings)
Iceland
Survey dates: 2016-07-29 (4768 listings), 2016-09-24 (5005 listings), 2016-10-25 (4993 listings), 2016-11-29 (5180 listings), 2016-12-22 (5573 listings), 2017-01-27 (5629 listings), 2017-02-26 (5820 listings), 2017-04-23 (6255 listings), 2017-05-14 (6496 listings), 2017-06-18 (6876 listings), 2017-07-12 (7117 listings)
Jersey City
Survey dates: 2016-05-26 (1284 listings), 2016-12-26 (1538 listings), 2017-03-10 (1561 listings), 2017-04-12 (1647 listings), 2017-05-14 (1694 listings), 2017-06-24 (1808 listings), 2017-07-20 (1798 listings)
Joshua Tree
Survey dates: 2016-05-27 (227 listings), 2016-11-06 (234 listings), 2017-03-10 (154 listings), 2017-04-12 (160 listings), 2017-05-14 (171 listings), 2017-06-24 (174 listings), 2017-07-20 (178 listings)
Kenya
Survey dates: 2017-05-12 (4420 listings), 2017-07-23 (4764 listings)
Kitchener Waterloo
Survey dates: 2016-05-22 (262 listings), 2016-09-22 (274 listings), 2016-10-28 (282 listings), 2016-12-10 (346 listings), 2016-12-25 (326 listings), 2017-02-12 (353 listings), 2017-03-11 (343 listings), 2017-04-10 (349 listings), 2017-05-08 (366 listings), 2017-06-10 (382 listings), 2017-07-10 (388 listings)
Lake Tahoe
Survey dates: 2017-05-08 (4365 listings), 2017-06-29 (4342 listings), 2017-07-25 (4403 listings)
Las Vegas
Survey dates: 2017-02-25 (5268 listings), 2017-03-10 (5261 listings), 2017-04-12 (5520 listings), 2017-05-14 (5691 listings), 2017-06-24 (5823 listings), 2017-07-20 (5830 listings)
Lenox
Survey dates: 2017-06-25 (81 listings)
Lincoln County
Survey dates: 2016-04-27 (435 listings), 2017-03-11 (810 listings), 2017-04-12 (492 listings), 2017-05-15 (878 listings), 2017-06-24 (941 listings), 2017-07-20 (1190 listings)
Linkoping
Survey dates: 2016-08-02 (57 listings), 2017-03-11 (50 listings), 2017-04-12 (50 listings), 2017-05-15 (56 listings), 2017-06-24 (67 listings), 2017-07-20 (70 listings)
Lisbon
Survey dates: 2015-03-18 (5652 listings), 2016-03-20 (8968 listings), 2016-06-02 (10272 listings), 2016-09-12 (10998 listings), 2016-12-26 (11668 listings), 2017-01-21 (11654 listings), 2017-02-21 (11792 listings), 2017-03-30 (12045 listings), 2017-04-18 (12287 listings), 2017-04-27 (12499 listings), 2017-05-15 (12797 listings), 2017-06-19 (13232 listings), 2017-07-27 (13578 listings)
London
Survey dates: 2013-12-21 (13054 listings), 2014-05-13 (13237 listings), 2015-01-17 (21298 listings), 2016-01-09 (34414 listings), 2016-08-07 (48515 listings), 2016-09-22 (47472 listings), 2016-12-26 (53313 listings), 2017-01-21 (53947 listings), 2017-03-31 (55846 listings), 2017-04-28 (57826 listings), 2017-06-19 (60561 listings), 2017-07-28 (64144 listings)
Los Angeles
Survey dates: 2014-09-01 (10027 listings), 2014-09-18 (11317 listings), 2014-10-25 (11780 listings), 2015-04-06 (13899 listings), 2015-08-03 (15790 listings), 2015-08-27 (16649 listings), 2015-09-09 (16968 listings), 2015-10-13 (17420 listings), 2015-11-16 (18665 listings), 2015-12-10 (19709 listings), 2016-01-11 (18863 listings), 2016-02-10 (19311 listings), 2016-03-12 (19717 listings), 2016-04-12 (20951 listings), 2016-05-14 (21986 listings), 2016-06-14 (21996 listings), 2016-07-13 (23071 listings), 2016-08-15 (23793 listings), 2016-09-13 (24744 listings), 2016-10-14 (25347 listings), 2016-11-17 (24633 listings), 2016-12-17 (30735 listings), 2017-01-12 (29517 listings), 2017-02-10 (29316 listings), 2017-03-10 (29252 listings), 2017-04-06 (29955 listings), 2017-05-03 (30696 listings), 2017-06-05 (30829 listings), 2017-07-08 (32146 listings)
Lyon
Survey dates: 2016-05-14 (7346 listings), 2016-10-02 (8106 listings), 2016-12-27 (9816 listings), 2017-03-11 (9494 listings), 2017-04-12 (9707 listings), 2017-05-15 (9856 listings), 2017-06-24 (10186 listings), 2017-07-20 (10409 listings)
Madrid
Survey dates: 2014-08-29 (4790 listings), 2015-02-21 (5393 listings), 2017-03-11 (12615 listings)
Mallorca
Survey dates
Melun
Survey dates: 2017-03-24 (37 listings)
Menorca
Survey dates: 2016-04-19 (1769 listings), 2016-04-20 (1757 listings), 2016-11-06 (1866 listings)
Miami
Survey dates: 2015-08-17 (6947 listings), 2015-10-03 (7057 listings), 2015-10-18 (7414 listings), 2015-11-19 (7676 listings), 2015-12-12 (8349 listings), 2016-01-13 (8553 listings), 2016-02-12 (8855 listings), 2016-03-14 (9468 listings), 2016-04-12 (7034 listings), 2016-05-15 (7244 listings), 2016-06-15 (7162 listings), 2016-07-14 (7249 listings), 2016-08-16 (7212 listings), 2016-09-14 (7213 listings), 2016-10-15 (6563 listings), 2016-11-18 (6856 listings), 2016-12-21 (9811 listings), 2017-01-13 (7810 listings), 2017-02-12 (7845 listings), 2017-03-12 (7664 listings), 2017-04-07 (7586 listings), 2017-05-04 (7948 listings), 2017-06-04 (9608 listings), 2017-07-09 (8824 listings)
Montreal
Survey dates: 2014-08-30 (4424 listings), 2015-01-15 (6216 listings), 2015-09-02 (9236 listings), 2015-10-03 (9234 listings), 2016-06-29 (12476 listings), 2016-07-26 (12884 listings), 2016-08-20 (12587 listings), 2016-09-21 (12021 listings), 2016-10-27 (12444 listings), 2016-11-26 (11489 listings), 2016-12-08 (11518 listings), 2016-12-25 (13814 listings), 2017-02-11 (13729 listings), 2017-03-10 (13877 listings), 2017-04-10 (14342 listings), 2017-05-07 (14738 listings), 2017-06-10 (15286 listings), 2017-07-09 (15625 listings)
Moscow
Survey dates: 2014-05-26 (1589 listings), 2014-08-24 (1843 listings), 2015-10-11 (3585 listings), 2015-11-02 (3819 listings), 2016-10-08 (5561 listings), 2017-03-11 (6201 listings), 2017-04-13 (6527 listings), 2017-05-15 (6789 listings), 2017-06-26 (6973 listings), 2017-07-21 (7200 listings)
Nairobi
Survey dates: 2017-05-12 (2516 listings), 2017-06-29 (2762 listings), 2017-07-25 (2837 listings)
Nantes
Survey dates: 2017-07-01 (2648 listings)
Nashville
Survey dates: 2016-05-22 (3012 listings), 2016-08-30 (3486 listings), 2016-10-10 (3603 listings), 2016-12-16 (4067 listings), 2017-03-11 (4077 listings), 2017-04-13 (4357 listings), 2017-05-16 (4463 listings), 2017-06-26 (4787 listings), 2017-07-21 (4804 listings)
New Orleans
Survey dates: 2015-01-16 (1905 listings), 2015-08-21 (2092 listings), 2015-10-03 (2667 listings), 2015-11-19 (2941 listings), 2015-12-13 (3041 listings), 2016-01-15 (3319 listings), 2016-02-15 (3697 listings), 2016-03-16 (3857 listings), 2016-04-12 (4177 listings), 2016-05-17 (4378 listings), 2016-06-16 (4069 listings), 2016-07-15 (4432 listings), 2016-08-17 (4482 listings), 2016-09-15 (4525 listings), 2016-10-16 (4449 listings), 2016-11-19 (4707 listings), 2017-01-13 (5067 listings), 2017-02-12 (5540 listings), 2017-03-12 (5663 listings), 2017-04-08 (5722 listings), 2017-05-04 (5855 listings), 2017-06-21 (3739 listings), 2017-07-10 (3862 listings)
New York
Survey dates: 2014-05-10 (18921 listings), 2014-08-31 (20777 listings), 2014-10-17 (22388 listings), 2014-12-02 (25405 listings), 2015-02-27 (26441 listings), 2015-03-14 (28552 listings), 2015-08-10 (30001 listings), 2015-09-10 (30059 listings), 2015-10-13 (29898 listings), 2015-12-04 (33926 listings), 2015-12-21 (36062 listings), 2016-01-21 (36003 listings), 2016-02-25 (34935 listings), 2016-03-24 (34678 listings), 2016-04-03 (34380 listings), 2016-04-20 (34661 listings), 2016-05-23 (35067 listings), 2016-06-23 (34205 listings), 2016-07-20 (35547 listings), 2016-08-24 (37769 listings), 2016-09-20 (35620 listings), 2016-10-23 (35795 listings), 2016-11-26 (37439 listings), 2016-12-26 (39079 listings), 2017-01-15 (38768 listings), 2017-02-17 (37878 listings), 2017-03-14 (38549 listings), 2017-04-21 (39745 listings), 2017-05-06 (40733 listings), 2017-06-12 (39167 listings), 2017-07-12 (41245 listings)
Newhaven CT
Survey dates: 2015-08-21 (369 listings), 2015-10-03 (475 listings), 2015-10-21 (431 listings), 2015-11-26 (567 listings), 2015-12-15 (586 listings), 2016-01-18 (604 listings), 2016-02-20 (632 listings), 2016-03-21 (678 listings), 2016-04-16 (473 listings), 2016-05-20 (481 listings), 2016-06-20 (489 listings), 2016-07-18 (444 listings), 2016-08-20 (431 listings), 2016-09-17 (444 listings), 2016-10-20 (448 listings), 2016-11-23 (471 listings), 2016-12-24 (407 listings), 2017-01-14 (359 listings), 2017-02-16 (373 listings), 2017-03-13 (370 listings), 2017-04-08 (388 listings), 2017-05-05 (420 listings), 2017-06-10 (414 listings), 2017-07-11 (428 listings)
Newport
Survey dates: 2016-04-26 (57 listings), 2016-12-26 (70 listings), 2017-03-11 (94 listings), 2017-04-13 (61 listings), 2017-05-16 (83 listings), 2017-06-27 (138 listings), 2017-07-22 (148 listings)
Nice
Survey dates: 2016-06-25 (8802 listings), 2016-10-06 (9288 listings), 2016-12-08 (9444 listings), 2017-01-21 (9511 listings), 2017-02-21 (9604 listings), 2017-03-30 (9962 listings), 2017-04-18 (10168 listings), 2017-04-28 (10229 listings), 2017-05-16 (10576 listings), 2017-06-19 (11193 listings), 2017-07-28 (11629 listings)
Oahu
Survey dates: 2015-08-17 (2481 listings), 2015-10-18 (2696 listings), 2015-11-19 (2855 listings), 2015-12-12 (3086 listings), 2016-01-14 (3193 listings), 2016-02-13 (3214 listings), 2016-03-15 (3190 listings), 2016-04-14 (3539 listings), 2016-05-16 (3665 listings), 2016-06-15 (3844 listings), 2016-07-14 (3953 listings), 2016-08-17 (4020 listings), 2016-09-14 (4233 listings), 2016-10-15 (4200 listings), 2016-11-18 (4662 listings), 2016-12-21 (5146 listings), 2017-01-13 (5051 listings), 2017-02-12 (5249 listings), 2017-03-12 (5346 listings), 2017-04-07 (5610 listings), 2017-05-04 (5863 listings), 2017-06-08 (6028 listings), 2017-07-09 (6163 listings)
Ottawa
Survey dates: 2016-05-16 (1496 listings), 2016-08-23 (1586 listings), 2016-09-21 (1624 listings), 2016-10-27 (1736 listings), 2016-12-07 (1897 listings), 2016-12-25 (1906 listings), 2017-02-12 (2003 listings), 2017-03-11 (2090 listings), 2017-04-10 (2257 listings), 2017-05-08 (2476 listings), 2017-06-10 (2919 listings), 2017-07-10 (3593 listings)
Palermo
Survey dates: 2016-09-14 (3635 listings), 2016-12-26 (3770 listings), 2017-03-11 (3872 listings), 2017-04-13 (3996 listings), 2017-05-16 (4086 listings), 2017-06-27 (4284 listings), 2017-07-22 (4434 listings)
Paris
Survey dates: 2013-11-27 (19004 listings), 2014-05-16 (19946 listings), 2014-09-21 (27326 listings), 2014-12-26 (28826 listings), 2015-02-28 (31341 listings), 2015-12-17 (40005 listings), 2015-12-31 (41761 listings), 2016-05-26 (55951 listings), 2016-08-10 (62213 listings), 2017-01-01 (62963 listings), 2017-01-19 (62043 listings), 2017-02-18 (61666 listings), 2017-03-28 (62087 listings), 2017-04-25 (63634 listings), 2017-06-16 (65727 listings), 2017-07-25 (70158 listings)
Peel
Survey dates: 2016-09-24 (838 listings), 2016-10-29 (875 listings), 2016-12-09 (919 listings), 2016-12-25 (896 listings), 2017-02-12 (927 listings), 2017-03-11 (930 listings), 2017-04-10 (972 listings), 2017-05-08 (1017 listings), 2017-06-10 (1013 listings), 2017-07-10 (1064 listings)
Philadelphia
Survey dates: 2015-08-20 (5990 listings), 2015-10-18 (7318 listings), 2015-11-19 (7177 listings), 2015-12-12 (7141 listings), 2016-01-14 (6895 listings), 2016-02-14 (7062 listings), 2016-03-16 (7026 listings), 2016-04-15 (6976 listings), 2016-05-16 (6813 listings), 2016-06-16 (6753 listings), 2016-07-15 (6921 listings), 2016-08-17 (6928 listings), 2016-09-15 (6904 listings), 2016-10-16 (6600 listings), 2016-11-19 (6875 listings), 2017-01-13 (7068 listings), 2017-02-12 (7152 listings), 2017-03-12 (7101 listings), 2017-04-07 (7090 listings), 2017-05-04 (7242 listings), 2017-06-08 (7391 listings), 2017-07-09 (7367 listings)
Pittsburgh
Survey dates: 2017-04-30 (850 listings), 2017-05-08 (892 listings), 2017-06-12 (924 listings), 2017-07-13 (879 listings)
Portland
Survey dates: 2014-10-28 (1748 listings), 2015-02-22 (1900 listings), 2015-08-22 (1917 listings), 2015-10-23 (2622 listings), 2015-10-26 (2722 listings), 2015-11-21 (2847 listings), 2015-12-13 (2952 listings), 2016-01-15 (2897 listings), 2016-02-15 (2970 listings), 2016-03-17 (3077 listings), 2016-04-13 (3128 listings), 2016-05-17 (3238 listings), 2016-06-17 (3383 listings), 2016-07-15 (3496 listings), 2016-08-18 (3661 listings), 2016-09-15 (3714 listings), 2016-10-17 (3626 listings), 2016-11-19 (3914 listings), 2017-01-14 (3860 listings), 2017-02-16 (3837 listings), 2017-03-12 (3748 listings), 2017-04-08 (3634 listings), 2017-05-05 (3690 listings), 2017-06-09 (3815 listings), 2017-07-10 (3950 listings)
Portland ME
Survey dates: 2016-07-31 (409 listings), 2017-03-12 (456 listings), 2017-04-13 (476 listings), 2017-05-16 (519 listings), 2017-06-27 (576 listings), 2017-07-22 (591 listings)
Porto
Survey dates: 2016-10-13 (4174 listings), 2016-12-12 (4461 listings), 2017-03-12 (4729 listings), 2017-04-13 (4971 listings), 2017-05-16 (5150 listings), 2017-06-27 (5561 listings), 2017-07-22 (5664 listings)
Prince Georges County
Survey dates: 2017-02-25 (1120 listings), 2017-03-12 (1121 listings), 2017-04-13 (1135 listings), 2017-05-16 (1149 listings), 2017-06-27 (1185 listings), 2017-07-22 (1203 listings)
Quebec City
Survey dates: 2017-05-17 (2022 listings), 2017-06-11 (2120 listings), 2017-07-10 (2153 listings)
Queenstown
Survey dates: 2017-03-28 (1171 listings), 2017-04-25 (1137 listings), 2017-05-10 (1205 listings), 2017-06-14 (1227 listings), 2017-07-18 (1210 listings)
Reykjavik
Survey dates: 2016-04-24 (2551 listings), 2016-06-06 (2799 listings), 2016-06-30 (2936 listings), 2016-08-08 (2813 listings), 2016-09-11 (2821 listings), 2016-11-02 (2807 listings), 2016-11-23 (2996 listings), 2016-12-25 (3036 listings), 2017-01-01 (3053 listings), 2017-01-21 (2969 listings), 2017-02-22 (3046 listings), 2017-03-31 (3091 listings), 2017-04-19 (3237 listings), 2017-04-28 (3178 listings), 2017-05-16 (3306 listings), 2017-06-19 (3406 listings), 2017-07-28 (3650 listings)
Richmond BC
Survey dates: 2017-01-13 (760 listings), 2017-02-12 (627 listings), 2017-03-13 (620 listings), 2017-04-12 (561 listings), 2017-05-12 (531 listings), 2017-06-14 (540 listings), 2017-07-13 (514 listings)
Rome
Survey dates: 2013-11-27 (1714 listings), 2014-05-19 (7810 listings), 2014-08-25 (9168 listings), 2014-11-28 (10778 listings), 2015-08-29 (15703 listings), 2016-01-06 (17900 listings), 2016-08-05 (23754 listings), 2016-09-11 (24061 listings), 2016-12-26 (25104 listings), 2017-01-16 (25275 listings), 2017-02-16 (25226 listings), 2017-03-25 (25430 listings), 2017-04-13 (25687 listings), 2017-04-22 (26000 listings), 2017-05-11 (26065 listings), 2017-06-14 (26206 listings), 2017-07-19 (26804 listings)
Saint Denis
Survey dates: 2017-03-10 (564 listings)
Saint Lucia
Survey dates: 2016-09-25 (642 listings), 2017-03-12 (718 listings), 2017-04-14 (743 listings), 2017-05-17 (761 listings), 2017-06-27 (799 listings), 2017-07-23 (835 listings)
Saint Malo
Survey dates: 2017-05-17 (1285 listings), 2017-06-29 (1408 listings), 2017-07-25 (1460 listings)
Salvador
Survey dates: 2017-07-01 (4308 listings)
San Diego
Survey dates: 2014-05-25 (1901 listings), 2014-11-03 (2632 listings), 2015-08-22 (3318 listings), 2015-10-03 (4014 listings), 2015-10-23 (4222 listings), 2015-12-03 (4482 listings), 2015-12-16 (4587 listings), 2016-01-19 (4721 listings), 2016-02-22 (4813 listings), 2016-03-23 (4954 listings), 2016-04-18 (5356 listings), 2016-05-22 (5764 listings), 2016-06-21 (6257 listings), 2016-07-19 (7056 listings), 2016-08-22 (7177 listings), 2016-09-19 (7394 listings), 2016-10-22 (7481 listings), 2016-11-25 (7839 listings), 2016-12-25 (8030 listings), 2017-01-15 (8021 listings), 2017-02-17 (8054 listings), 2017-04-09 (8225 listings), 2017-05-06 (8316 listings), 2017-06-11 (8643 listings), 2017-07-11 (9111 listings)
San Francisco
Survey dates: 2013-11-17 (215 listings), 2014-05-11 (4771 listings), 2014-08-24 (4771 listings), 2015-02-19 (5202 listings), 2015-06-05 (5305 listings), 2015-08-21 (5140 listings), 2015-10-21 (5587 listings), 2015-11-21 (7146 listings), 2015-12-14 (7399 listings), 2016-01-16 (7604 listings), 2016-02-17 (8549 listings), 2016-03-19 (8539 listings), 2016-04-15 (8051 listings), 2016-05-19 (7913 listings), 2016-06-04 (8669 listings), 2016-06-18 (7783 listings), 2016-07-17 (8037 listings), 2016-08-19 (7983 listings), 2016-09-17 (8076 listings), 2016-10-19 (8236 listings), 2016-11-21 (8407 listings), 2016-12-23 (8899 listings), 2017-01-14 (8508 listings), 2017-02-16 (8397 listings), 2017-03-12 (8286 listings), 2017-03-24 (8310 listings), 2017-04-08 (8319 listings), 2017-05-05 (8391 listings), 2017-07-10 (8344 listings)
Santa Barbara
Survey dates: 2017-01-15 (467 listings), 2017-03-12 (403 listings), 2017-04-14 (398 listings), 2017-05-17 (359 listings), 2017-06-27 (351 listings), 2017-07-23 (384 listings)
Sao Paulo
Survey dates: 2017-07-01 (11118 listings)
Savannah
Survey dates: 2016-05-13 (494 listings), 2016-12-26 (615 listings), 2017-03-12 (717 listings), 2017-04-14 (752 listings), 2017-05-17 (777 listings), 2017-06-27 (835 listings), 2017-07-23 (877 listings)
Seattle
Survey dates: 2015-09-01 (3223 listings), 2015-10-23 (3544 listings), 2015-11-28 (3715 listings), 2015-12-15 (3836 listings), 2016-01-19 (3871 listings), 2016-02-22 (3974 listings), 2016-03-22 (4048 listings), 2016-04-18 (4170 listings), 2016-05-22 (4413 listings), 2016-06-21 (4654 listings), 2016-07-19 (4935 listings), 2016-08-22 (5153 listings), 2016-09-18 (5253 listings), 2016-10-21 (5393 listings), 2016-11-24 (5654 listings), 2016-12-25 (5858 listings), 2017-01-15 (5717 listings), 2017-02-17 (5834 listings), 2017-03-13 (5816 listings), 2017-04-09 (5920 listings), 2017-05-06 (6062 listings), 2017-06-11 (6234 listings), 2017-07-11 (6399 listings)
Seoul
Survey dates: 2016-05-29 (8519 listings), 2016-10-02 (9969 listings), 2016-12-28 (10690 listings), 2017-01-15 (10905 listings), 2017-01-15 (10930 listings), 2017-02-11 (11121 listings), 2017-03-24 (11544 listings), 2017-04-12 (11619 listings), 2017-04-21 (11723 listings), 2017-05-10 (11516 listings), 2017-06-14 (11965 listings), 2017-07-17 (12406 listings)
Singapore
Survey dates: 2015-06-28 (2815 listings), 2016-06-11 (5796 listings), 2016-10-11 (6753 listings), 2017-03-12 (6828 listings), 2017-04-14 (7201 listings), 2017-05-17 (7212 listings), 2017-06-27 (7003 listings), 2017-07-23 (6834 listings)
Sri Lanka
Survey dates: 2016-04-27 (7107 listings), 2016-09-24 (8725 listings), 2017-04-28 (11568 listings), 2017-06-21 (12176 listings), 2017-07-19 (12400 listings)
Switzerland
Survey dates: 2016-04-28 (15587 listings), 2016-08-13 (18901 listings), 2016-10-30 (19775 listings), 2016-11-30 (21043 listings), 2016-12-23 (22104 listings), 2017-01-26 (22506 listings), 2017-02-24 (23195 listings), 2017-04-21 (24992 listings), 2017-05-20 (25674 listings), 2017-06-16 (26398 listings), 2017-07-11 (27696 listings)
Sydney
Survey dates: 2014-09-26 (5567 listings), 2015-01-20 (7424 listings), 2015-03-20 (7871 listings), 2016-01-29 (13134 listings), 2016-06-11 (17343 listings), 2017-01-25 (23859 listings), 2017-03-12 (23297 listings), 2017-04-14 (24006 listings), 2017-05-17 (24419 listings), 2017-06-28 (25266 listings), 2017-07-23 (25506 listings)
Tallin
Survey dates: 2016-07-08 (1378 listings), 2016-12-26 (1468 listings), 2017-01-24 (1483 listings), 2017-02-22 (1536 listings), 2017-04-04 (1574 listings), 2017-04-29 (1668 listings), 2017-05-19 (1708 listings), 2017-06-22 (1905 listings)
Toronto
Survey dates: 2013-12-14 (2617 listings), 2014-05-18 (2656 listings), 2015-02-18 (4831 listings), 2015-06-29 (6587 listings), 2015-07-25 (6586 listings), 2015-11-21 (7607 listings), 2015-12-13 (7969 listings), 2016-01-15 (7980 listings), 2016-02-16 (8352 listings), 2016-03-17 (8452 listings), 2016-04-13 (9149 listings), 2016-05-18 (9446 listings), 2016-06-17 (9595 listings), 2016-07-16 (10155 listings), 2016-08-18 (10700 listings), 2016-09-15 (11026 listings), 2016-10-17 (11301 listings), 2016-11-20 (11735 listings), 2016-12-17 (12801 listings), 2017-01-14 (12597 listings), 2017-02-16 (12679 listings), 2017-03-12 (12528 listings), 2017-04-08 (12755 listings), 2017-05-05 (13042 listings), 2017-06-09 (13161 listings), 2017-07-10 (13267 listings)
Turin
Survey dates: 2017-01-11 (3092 listings), 2017-03-13 (3205 listings), 2017-04-14 (3301 listings), 2017-05-18 (3403 listings), 2017-06-28 (3546 listings), 2017-07-24 (3662 listings)
Tuscany
Survey dates: 2016-08-02 (37295 listings), 2016-10-30 (38783 listings), 2017-05-04 (32850 listings), 2017-06-23 (24993 listings), 2017-07-20 (49286 listings)
Vancouver BC
Survey dates: 2015-04-25 (3036 listings), 2015-08-22 (3375 listings), 2015-11-26 (4595 listings), 2015-12-15 (4751 listings), 2016-01-17 (4731 listings), 2016-02-19 (4833 listings), 2016-03-20 (4916 listings), 2016-04-17 (5004 listings), 2016-05-20 (5209 listings), 2016-06-19 (5297 listings), 2016-07-18 (5611 listings), 2016-08-20 (5820 listings), 2016-09-17 (5926 listings), 2016-10-20 (5758 listings), 2016-11-22 (5611 listings), 2016-12-23 (5843 listings), 2017-01-14 (5619 listings), 2017-02-16 (5596 listings), 2017-03-13 (5588 listings), 2017-04-08 (5618 listings), 2017-05-05 (5781 listings), 2017-06-10 (5909 listings), 2017-07-10 (5994 listings)
Veneto
Survey dates: 2016-11-07 (11543 listings), 2017-01-24 (15153 listings), 2017-01-30 (15218 listings), 2017-02-22 (15508 listings), 2017-03-01 (15743 listings), 2017-04-03 (16300 listings), 2017-04-29 (16940 listings), 2017-05-18 (17148 listings), 2017-06-19 (17915 listings), 2017-07-16 (18455 listings)
Venice
Survey dates: 2015-12-20 (3161 listings), 2016-11-20 (5323 listings), 2016-12-27 (5727 listings), 2017-01-10 (5773 listings), 2017-01-23 (5801 listings), 2017-02-22 (5955 listings), 2017-04-02 (6120 listings), 2017-04-28 (6404 listings), 2017-05-18 (6402 listings), 2017-06-22 (6410 listings)
Versailles
Survey dates: 2016-09-30 (6003 listings), 2017-03-13 (6052 listings), 2017-04-14 (6271 listings), 2017-05-18 (6515 listings), 2017-06-29 (6756 listings), 2017-07-24 (7175 listings)
Victoria BC
Survey dates: 2016-07-08 (831 listings), 2016-11-06 (841 listings), 2016-12-10 (899 listings), 2016-12-25 (890 listings), 2017-02-12 (949 listings), 2017-03-11 (950 listings), 2017-04-10 (1004 listings), 2017-05-08 (1026 listings), 2017-06-10 (1063 listings), 2017-07-10 (1093 listings)
Vienna
Survey dates: 2015-07-24 (5274 listings), 2015-08-01 (5445 listings), 2017-01-11 (7790 listings), 2017-03-13 (7787 listings), 2017-04-15 (7840 listings), 2017-05-18 (8010 listings), 2017-06-29 (8715 listings), 2017-07-25 (9252 listings)
Warsaw
Survey dates: 2016-12-08 (3299 listings), 2016-12-14 (3389 listings), 2017-03-13 (3726 listings), 2017-04-15 (3863 listings), 2017-05-18 (4016 listings), 2017-06-29 (4325 listings), 2017-07-25 (4593 listings)
Washington
Survey dates: 2015-01-16 (2815 listings), 2015-08-22 (2800 listings), 2015-10-23 (3843 listings), 2015-11-26 (4081 listings), 2015-12-15 (4257 listings), 2016-01-18 (4245 listings), 2016-02-20 (4304 listings), 2016-03-21 (4290 listings), 2016-04-16 (4512 listings), 2016-05-20 (4756 listings), 2016-06-20 (4738 listings), 2016-07-18 (4960 listings), 2016-08-20 (5104 listings), 2016-09-18 (5186 listings), 2016-10-20 (5297 listings), 2016-11-23 (5975 listings), 2016-12-24 (7497 listings), 2017-01-14 (8885 listings), 2017-01-19 (9097 listings), 2017-02-16 (8475 listings), 2017-03-13 (8232 listings), 2017-04-08 (8061 listings), 2017-05-05 (8115 listings), 2017-05-11 (8085 listings), 2017-06-10 (8174 listings), 2017-07-11 (8237 listings)
Wellington
Survey dates: 2016-08-19 (858 listings), 2016-12-26 (1018 listings), 2017-01-16 (1039 listings), 2017-02-12 (1192 listings), 2017-03-25 (1338 listings), 2017-04-13 (1446 listings), 2017-04-22 (1455 listings), 2017-05-10 (1577 listings), 2017-06-14 (1894 listings), 2017-07-18 (1866 listings)
West Indies
Survey dates: 2016-09-28 (39195 listings)
Yellowknife
Survey dates: 2016-09-27 (67 listings), 2016-11-20 (78 listings), 2016-12-26 (84 listings), 2017-02-12 (93 listings), 2017-03-11 (89 listings), 2017-04-10 (83 listings), 2017-05-08 (93 listings), 2017-06-10 (95 listings), 2017-07-10 (88 listings)
York
Survey dates: 2016-11-21 (551 listings), 2016-11-29 (754 listings), 2016-11-30 (587 listings), 2016-12-04 (495 listings), 2016-12-15 (511 listings), 2017-01-04 (92 listings), 2017-01-18 (496 listings), 2017-02-10 (519 listings), 2017-02-17 (532 listings), 2017-03-27 (545 listings), 2017-04-14 (563 listings), 2017-04-24 (561 listings), 2017-04-21 (607 listings), 2017-05-12 (580 listings), 2017-05-22 (139 listings), 2017-06-15 (617 listings), 2017-07-22 (670 listings)
Zagreb
Survey dates
Zurich
Survey dates: 2016-01-11 (912 listings), 2017-04-17 (2410 listings), 2017-05-18 (2271 listings), 2017-06-22 (2392 listings)