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Update Restaurant Recommendations
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‎adoc/restaurant_recommendation.adoc‎

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=== Introduction
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image::https://dl.dropboxusercontent.com/u/14493611/sushi_restaurants_nyc.svg[height=300,float=right]
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image::https://guides.neo4j.com/sushi_restaurants_nyc.svg[height=300,float=right]
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We want to demonstrate how easy it is to model a domain as a graph and answer questions in almost natural language.
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=== Graph Search Recommendation
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image::https://dl.dropboxusercontent.com/u/14493611/sushi_restaurants_nyc.png[height=300,float=right]
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image::https://guides.neo4j.com/sushi_restaurants_nyc.png[height=300,float=right]
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We want to answer the following question
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‎html/restaurant_recommendation.html‎

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margin:-100;
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}
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*/
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.imageblock .content img {
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max-width: 900px;
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max-height: 300px;
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}
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.deck h3 {
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display: block !important;
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margin-bottom:8px;
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margin-top:5px;
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}
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.listingblock {
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margin:8px;
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}
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.pull-bottom {
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position:relative;
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bottom:1em;
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}
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@import url("//maxcdn.bootstrapcdn.com/font-awesome/4.4.0/css/font-awesome.min.css");
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.slide { min-height: 50em !important; }
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.imageblock .content img, .image img {max-width: 900px;max-height: 300px;}
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.deck > h3, .deck > h4 {display: block !important;margin-bottom:8px;margin-top:5px;}
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.listingblock {margin:8px;}
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pre.code.runnable { max-height: 10em;}
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.pull-bottom {position:relative;bottom:1em;}
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.admonitionblock td.icon [class^="fa icon-"]{font-size:2.5em;text-shadow:1px 1px 2px rgba(0,0,0,.5);cursor:default}
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.admonitionblock td.icon .icon-note:before{content:"\f05a";color:#19407c}
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.admonitionblock td.icon .icon-tip:before{content:"\f0eb";text-shadow:1px 1px 2px rgba(155,155,0,.8);color:#111}
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.admonitionblock td.icon .icon-warning:before{content:"\f071";color:#bf6900}
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.admonitionblock td.icon .icon-caution:before{content:"\f06d";color:#bf3400}
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.admonitionblock td.icon .icon-important:before{content:"\f06a";color:#bf0000}
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.admonitionblock.note.speaker { display:none; }
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</style>
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<style type="text/css" media="screen">
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#editor.maximize-editor .CodeMirror-code {
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font-size:40px;
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line-height:45px;
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}
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</style><article class="guide">
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/* #editor.maximize-editor .CodeMirror-code { font-size:24px; line-height:26px; } */
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</style>
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<article class="guide" ng-controller="AdLibDataController" style="min-height:1000px;">
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<carousel class="deck container-fluid">
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<!--slide class="row-fluid">
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<div class="col-sm-3">
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<h4 style="margin-top: 1em;margin-bottom: 1em;">Restaurant Recommendations</h4>
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<slide class="row-fluid">
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<div class="col-sm-12">
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<h3>Introduction</h3>
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<h3 style="margin-bottom: 0.3em;">Introduction</h3>
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<br/>
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<div>
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<div class="imageblock" style="float: right">
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<div class="imageblock" style="float: right;">
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<div class="content">
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<img src="https://dl.dropboxusercontent.com/u/14493611/sushi_restaurants_nyc.svg" alt="sushi restaurants nyc" height="300">
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<img src="https://guides.neo4j.com/sushi_restaurants_nyc.svg" alt="sushi restaurants nyc" height="300">
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</div>
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</div>
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<div class="paragraph">
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<slide class="row-fluid">
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<div class="col-sm-12">
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<h3>Setup: Creating Friends, Restaurants in Cities and their Cusines</h3>
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<h3 style="margin-bottom: 0.3em;">Setup: Creating Friends, Restaurants in Cities and their Cusines</h3>
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<br/>
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<div>
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<div class="listingblock">
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<div class="content">
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<pre mode="cypher" class="highlight pre-scrollable code runnable"><code class="cypher language-cypher">CREATE (philip:Person {name:"Philip"})-[:IS_FRIEND_OF]-&gt;(emil:Person {name:"Emil"}),
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<pre mode="cypher" class="highlight pre-scrollable programlisting cm-s-neo code runnable standalone-example ng-binding" data-lang="cypher" lang="cypher"><!--code class="cypher language-cypher"-->CREATE (philip:Person {name:"Philip"})-[:IS_FRIEND_OF]-&gt;(emil:Person {name:"Emil"}),
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(philip)-[:IS_FRIEND_OF]-&gt;(michael:Person {name:"Michael"}),
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(philip)-[:IS_FRIEND_OF]-&gt;(andreas:Person {name:"Andreas"})
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create (sushi:Cuisine {name:"Sushi"}), (nyc:City {name:"New York"}),
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CREATE (sushi:Cuisine {name:"Sushi"}), (nyc:City {name:"New York"}),
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(iSushi:Restaurant {name:"iSushi"})-[:SERVES]-&gt;(sushi),(iSushi)-[:LOCATED_IN]-&gt;(nyc),
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(michael)-[:LIKES]-&gt;(iSushi),
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(andreas)-[:LIKES]-&gt;(iSushi),
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(zam:Restaurant {name:"Zushi Zam"})-[:SERVES]-&gt;(sushi),(zam)-[:LOCATED_IN]-&gt;(nyc),
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(andreas)-[:LIKES]-&gt;(zam)</code></pre>
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(andreas)-[:LIKES]-&gt;(zam)<!--/code--></pre>
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</div>
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</div>
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</div>
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<slide class="row-fluid">
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<div class="col-sm-12">
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<h3>Philips Friends</h3>
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<h3 style="margin-bottom: 0.3em;">Philips Friends</h3>
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<br/>
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<div>
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<div class="listingblock">
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<div class="content">
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<pre mode="cypher" class="highlight pre-scrollable code runnable"><code class="cypher language-cypher">MATCH (philip:Person {name:"Philip"})-[:IS_FRIEND_OF]-(person)
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RETURn person.name</code></pre>
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<pre mode="cypher" class="highlight pre-scrollable programlisting cm-s-neo code runnable standalone-example ng-binding" data-lang="cypher" lang="cypher"><!--code class="cypher language-cypher"-->MATCH (philip:Person {name:"Philip"})-[:IS_FRIEND_OF]-(person)
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RETURn person.name<!--/code--></pre>
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</div>
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</div>
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</div>
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<slide class="row-fluid">
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<div class="col-sm-12">
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<h3>Restaurants in NYC and their cusines</h3>
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<h3 style="margin-bottom: 0.3em;">Restaurants in NYC and their cusines</h3>
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<br/>
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<div>
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<div class="listingblock">
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<div class="content">
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<pre mode="cypher" class="highlight pre-scrollable code runnable"><code class="cypher language-cypher">MATCH (nyc:City {name:"New York"})&lt;-[:LOCATED_IN]-(restaurant)-[:SERVES]-&gt;(cusine)
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RETURN nyc, restaurant, cusine</code></pre>
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<pre mode="cypher" class="highlight pre-scrollable programlisting cm-s-neo code runnable standalone-example ng-binding" data-lang="cypher" lang="cypher"><!--code class="cypher language-cypher"-->MATCH (nyc:City {name:"New York"})&lt;-[:LOCATED_IN]-(restaurant)-[:SERVES]-&gt;(cusine)
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RETURN nyc, restaurant, cusine<!--/code--></pre>
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</div>
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</div>
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</div>
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<slide class="row-fluid">
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<div class="col-sm-12">
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<h3>Graph Search Recommendation</h3>
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<h3 style="margin-bottom: 0.3em;">Graph Search Recommendation</h3>
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<br/>
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<div>
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<div class="imageblock" style="float: right">
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<div class="imageblock" style="float: right;">
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<div class="content">
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<img src="https://dl.dropboxusercontent.com/u/14493611/sushi_restaurants_nyc.png" alt="sushi restaurants nyc" height="300">
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<img src="https://guides.neo4j.com/sushi_restaurants_nyc.png" alt="sushi restaurants nyc" height="300">
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</div>
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<div class="paragraph">
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<div class="paragraph">
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<p>To satisfy this question, we have to know who&#8217;s asking: <em>Philip</em> and he&#8217;s asking for 4 connected facts</p>
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</div>
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<div class="ulist">
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<div class="ulist" style="margin-bottom:.4em;">
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<ul>
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<li>
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<p><em>People</em> that are friends of <em>Philip</em></p>
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<em>People</em> that are friends of <em>Philip</em>
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</li>
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<li>
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<p><em>Restaurants</em> located in <em>New York</em></p>
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<em>Restaurants</em> located in <em>New York</em>
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</li>
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<li>
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<p><em>Restaurants</em> that server <em>Sushi</em></p>
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<em>Restaurants</em> that server <em>Sushi</em>
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</li>
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<li>
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<p><em>Restaurants</em> that his <em>Friends</em> like</p>
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<em>Restaurants</em> that his <em>Friends</em> like
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</li>
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</ul>
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</div>
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<div class="listingblock">
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<div class="content">
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<pre mode="cypher" class="highlight pre-scrollable code runnable"><code class="cypher language-cypher">MATCH (philip:Person {name:"Philip"}),
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<pre mode="cypher" class="highlight pre-scrollable programlisting cm-s-neo code runnable standalone-example ng-binding" data-lang="cypher" lang="cypher"><!--code class="cypher language-cypher"-->MATCH (philip:Person {name:"Philip"}),
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(philip)-[:IS_FRIEND_OF]-(friend),
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(restaurant:Restaurant)-[:LOCATED_IN]-&gt;(:City {name:"New York"}),
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(restaurant)-[:SERVES]-&gt;(:Cuisine {name:"Sushi"}),
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(friend)-[:LIKES]-&gt;(restaurant)
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RETURN restaurant.name, collect(friend.name) as likers, count(*) as occurence
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ORDER BY occurence DESC</code></pre>
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RETURN restaurant.name, collect(friend.name) AS likers, count(*) AS occurence
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ORDER BY occurence DESC<!--/code--></pre>
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</div>
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</div>
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</div>

‎img/sushi_restaurants_nyc.png‎

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‎img/sushi_restaurants_nyc.svg‎

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