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| Recently, I was asked to pitch a method for providing recommendations. Luckily, armed with the knowledge obtained from talks from Max De Marzi and [Mark Needham](https://skillsmatter.com/skillscasts/7298-modelling-a-recommendation-engine-a-worked-example) at a recent Neo4j London Meetups, I knew this could be easily achieved with Neo4j. | |
| The key issue with recommendation engines comes from the data. Luckily, Neo4j comes bundled with the Northwind Graph Example. The Northwind database is an infamous dataset containing purchase history that has been used to teach relational databases for years and was a great place to start. You can import the Northwind database into a graph by following the ["Import Data into Neo4j"](http://neo4j.com/developer/guide-importing-data-and-etl/) post on Neo4j or type the following into Neo4j's browser at `http://localhost:7474/` | |
| :play northwind graph | |
| Firstly, let's load in the data: | |
| [source,cypher] |
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| #!/bin/bash | |
| #### SETUP | |
| # 1.) Create a simple point layer | |
| curl -X POST -d '{"layer":"geom","lat":"lat","lon":"lon"}' --header "Content-Type:application/json" http://localhost:7474/db/data/ext/SpatialPlugin/graphdb/addSimplePointLayer | |
| # 2.) Add a spatial index | |
| curl -X POST -d '{"name":"geom","config":{"provider":"spatial","geometry_type":"point","lat":"lat","lon":"lon"}}' --header "Content-Type:application/json" http://localhost:7474/db/data/index/node/ |
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| ######################### | |
| # .gitignore file for Xcode4 / OS X Source projects | |
| # | |
| # Version 2.0 | |
| # For latest version, see: http://stackoverflow.com/questions/49478/git-ignore-file-for-xcode-projects | |
| # | |
| # 2013 updates: | |
| # - fixed the broken "save personal Schemes" | |
| # | |
| # NB: if you are storing "built" products, this WILL NOT WORK, |
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| #!/bin/bash | |
| # | |
| # (Above line comes out when placing in Xcode scheme) | |
| # | |
| # Inspired by original script by incanus: | |
| # https://gist.github.com/1186990 | |
| # | |
| # Rewritten by martijnthe: | |
| # https://gist.github.com/1379127 | |
| # |
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| #!/bin/bash | |
| # | |
| # (Above line comes out when placing in Xcode scheme) | |
| # | |
| API_TOKEN=<TestFlight API token here> | |
| TEAM_TOKEN=<TestFlight team token here> | |
| SIGNING_IDENTITY="iPhone Distribution: Development Seed" | |
| PROVISIONING_PROFILE="${HOME}/Library/MobileDevice/Provisioning Profiles/MapBox Ad Hoc.mobileprovision" | |
| #LOG="/tmp/testflight.log" |