{"id":1517,"date":"2013-05-18T05:07:40","date_gmt":"2013-05-18T12:07:40","guid":{"rendered":"http:\/\/gregbaker.ca\/blog\/?p=1517"},"modified":"2013-05-18T05:14:56","modified_gmt":"2013-05-18T12:14:56","slug":"the-starbucks-heuristic","status":"publish","type":"post","link":"http:\/\/gregbaker.ca\/blog\/2013\/05\/18\/the-starbucks-heuristic\/","title":{"rendered":"The Starbucks Heuristic"},"content":{"rendered":"<p>The algorithm I propose here starts with a city where you are unsure of the geography, and attempts to find the part of the city where there are things going on for a traveller to see and\/or a neighbourhood where a western traveller will be safe and welcome. It is only a heuristic: I&#8217;m sure it can fail in some cases, but it&#8217;s pretty solid in my experience.<\/p>\n<p>The method is this: (1) find the city you&#8217;re wondering about in Google Maps; (2) search for &#8220;Starbucks&#8221;; (3) look at the neighbourhoods with the greatest concentration of dots (not just the teardrop-shaped placemarks, but all of the little &#8220;here&#8217;s one&#8221; dots); (4) decide that those neighbourhoods are safe\/interesting\/happening.<\/p>\n<p>I first applied the <a href=\"https:\/\/maps.google.com\/maps?q=Starbucks&#038;hl=en&#038;ll=5.958754,116.073818&#038;spn=0.087928,0.169086&#038;sll=5.978558,116.088753&#038;sspn=0.087925,0.169086&#038;hq=Starbucks&#038;t=m&#038;z=13\">Starbucks Heuristic in Kota Kinabalu Malaysia<\/a>. We <a href=\"http:\/\/gregbaker.ca\/blog\/2013\/02\/13\/kota-kinabalu\/\">went there<\/a> knowing it wasn&#8217;t much on the beaten path for tourists. It guided us to a part of town where we found a nice hotel near the water, a food market, and some nice local shops.<\/p>\n<p>Applying <a href=\"https:\/\/maps.google.com\/maps?q=Starbucks&#038;hl=en&#038;ll=31.232766,121.452827&#038;spn=0.151185,0.338173&#038;sll=31.232766,121.452827&#038;sspn=0.151185,0.338173&#038;t=m&#038;radius=11.99&#038;hq=Starbucks&#038;z=12\">the heuristic in Shanghai<\/a> finds the business area in Pudong, a strip along Nanjing Road, and somewhat smearing south into Xuhui. That&#8217;s probably right, based on my limited experience. I just checked this when advising a friend where to stay during an extended business trip to Shanghai. I think it verifies my initial advice.<\/p>\n<p><a href=\"https:\/\/maps.google.com\/maps?q=Starbucks&#038;hl=en&#038;ll=14.584248,121.032257&#038;spn=0.171114,0.338173&#038;sll=14.56265,121.046333&#038;sspn=0.171131,0.338173&#038;t=m&#038;radius=13.57&#038;hq=Starbucks&#038;z=12\">Doing it with Manila<\/a> finds Makati (the business district), another cluster around Ortigas (the other business district), and another around Fort Bonifacio. As I recall, those are pretty good bets for a foreign traveller in a city where not everywhere is particularly safe.<\/p>\n<p><a href=\"https:\/\/maps.google.com\/maps?q=Starbucks&#038;hl=en&#038;ll=30.262477,120.150089&#038;spn=0.076358,0.169086&#038;sll=30.274089,120.155069&#038;sspn=0.610785,1.352692&#038;t=m&#038;z=13\">In Hangzhou<\/a> you find the tourist\/shopping area to the east of the Lake, moving north into a neighbourhood I should maybe explore more. <a href=\"https:\/\/maps.google.com\/maps?q=Starbucks&#038;hl=en&#038;ll=14.584248,121.032257&#038;spn=0.171114,0.338173&#038;sll=14.56265,121.046333&#038;sspn=0.171131,0.338173&#038;t=m&#038;radius=13.57&#038;hq=Starbucks&#038;z=12\">In Vancouver<\/a>, you find downtown and Kitsilano. <a href=\"https:\/\/maps.google.com\/maps?q=Starbucks&#038;hl=en&#038;ll=45.521624,-122.670765&#038;spn=0.06194,0.169086&#038;sll=45.523452,-122.676207&#038;sspn=0.495502,1.352692&#038;t=m&#038;fll=45.511881,-122.669563&#038;fspn=0.061951,0.169086&#038;z=13\">In Portland<\/a> you find downtown.<\/p>\n<p>The algorithm <a href=\"https:\/\/maps.google.com\/maps?q=Starbucks&#038;hl=en&#038;ll=41.390204,2.161732&#038;spn=0.066324,0.169086&#038;sll=41.385064,2.173404&#038;sspn=0.265316,0.676346&#038;t=m&#038;fll=41.38093,2.161217&#038;fspn=0.066333,0.169086&#038;z=13\">fails for Barcelona<\/a> where such things probably aren&#8217;t allowed in the old city, but it does find what I think is the business district to the north. <a href=\"https:\/\/maps.google.com\/maps?q=Starbucks&#038;hl=en&#038;ll=41.89755,12.49815&#038;spn=0.065804,0.169086&#038;sll=41.892916,12.48252&#038;sspn=0.526463,1.352692&#038;t=m&#038;z=13\">In Rome<\/a>, you find a very well-defined ring around the &#8220;tourist stuff&#8221;, which is probably what I&#8217;d expect.<\/p>\n<p>My conclusion seems to be that the heuristic finds the business district in highly developed western cities. It finds westerner-friendly neighbourhoods elsewhere.<\/p>\n<p>Please don&#8217;t confuse what I&#8217;m saying here with &#8220;I think you should go to Starbucks a lot on vacation.&#8221; Go to Starbucks however much you want: that&#8217;s none of my business. The Starbucks Heuristic simply finds the most foreigner-friendly part of a city. Whether or not you want to stay in that part of the city is also up to you.<\/p>\n<p>Does anybody see any examples where this fails spectacularly, from the point of view of a slightly-ignorant traveller trying to find a neighbourhood for a hotel? Barcelona is the worst I could find.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The algorithm I propose here starts with a city where you are unsure of the geography, and attempts to find the part of the city where there are things going on for a traveller to see and\/or a neighbourhood where a western traveller will be safe and welcome. It is only a heuristic: I&#8217;m sure [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[18],"tags":[],"class_list":["post-1517","post","type-post","status-publish","format-standard","hentry","category-travel"],"_links":{"self":[{"href":"http:\/\/gregbaker.ca\/blog\/wp-json\/wp\/v2\/posts\/1517","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/gregbaker.ca\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/gregbaker.ca\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/gregbaker.ca\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/gregbaker.ca\/blog\/wp-json\/wp\/v2\/comments?post=1517"}],"version-history":[{"count":6,"href":"http:\/\/gregbaker.ca\/blog\/wp-json\/wp\/v2\/posts\/1517\/revisions"}],"predecessor-version":[{"id":1523,"href":"http:\/\/gregbaker.ca\/blog\/wp-json\/wp\/v2\/posts\/1517\/revisions\/1523"}],"wp:attachment":[{"href":"http:\/\/gregbaker.ca\/blog\/wp-json\/wp\/v2\/media?parent=1517"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/gregbaker.ca\/blog\/wp-json\/wp\/v2\/categories?post=1517"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/gregbaker.ca\/blog\/wp-json\/wp\/v2\/tags?post=1517"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}