(Neo4j)-[:LOVES]-(Developers)

Friends of Friends

Find all of Joe's second-degree friends

Joe knows Sally, and Sally knows Anna. Bob is excluded from the result because, in addition to being a 2nd-degree friend through Sally, he's also a first-degree friend.

Common Friends

Find friends in common between Joe and Sally

Joe and Sally both know Bob.

Connecting Paths

Find all paths, up to 6 degrees, between Joe and Billy

There's only one shortest path between Joe and Billy in this dataset, so that path is returned.


<?php
/**
 * To install Neo4j-PHP-Client, we use Composer
 *
 * $ curl -sS https://getcomposer.org/installer | php
 * $ php composer.phar require graphaware/neo4j-php-client
 *
 */

require __DIR__.'/vendor/autoload.php';

use GraphAware\Neo4j\Client\ClientBuilder;

// change to your hostname, port, username, password
$neo4j_url = "bolt://neo4j:password@localhost";

// setup connection
$client = ClientBuilder::create()
    ->addConnection('default', $neo4j_url)
    ->build();

// setup data
$insert_query = <<<EOQ
UNWIND {pairs} as pair
MERGE (p1:Person {name:pair[0]})
MERGE (p2:Person {name:pair[1]})
MERGE (p1)-[:KNOWS]-(p2);
EOQ;

// friend data to insert
$data = [["Jim","Mike"],["Jim","Billy"],["Anna","Jim"],
          ["Anna","Mike"],["Sally","Anna"],["Joe","Sally"],
          ["Joe","Bob"],["Bob","Sally"]];

// insert data
$client->run($insert_query, ["pairs" => $data]);


// friend of friend: query
$foaf_query = <<<EOQ
MATCH (person:Person)-[:KNOWS]-(friend)-[:KNOWS]-(foaf)
WHERE person.name = {name}
  AND NOT (person)-[:KNOWS]-(foaf)
RETURN foaf.name AS name
EOQ;

// friend of friend: build and execute query
$params = ['name' => 'Joe'];
$result = $client->run($foaf_query, $params);

foreach ($result->records() as $record) {
  echo $record->get('name') . PHP_EOL;
}


// common friends: query
$common_friends_query = <<<EOQ
MATCH (user:Person)-[:KNOWS]-(friend)-[:KNOWS]-(foaf:Person)
WHERE user.name = {user} AND foaf.name = {foaf}
RETURN friend.name AS friend
EOQ;

// common friends: build and execute query
$params = ['user' => 'Joe', 'foaf' => 'Sally'];
$result = $client->run($common_friends_query, $params);

foreach ($result->records() as $record) {
  echo $record->get('friend') . PHP_EOL;
}


// connecting paths: query
$connecting_paths_query = <<<EOQ
MATCH path = shortestPath((p1:Person)-[:KNOWS*..6]-(p2:Person))
WHERE p1.name = {name1} AND p2.name = {name2}
RETURN [n IN nodes(path) | n.name] as names
EOQ;

// connecting paths: build and execute query
$params = ['name1' => 'Joe', 'name2' => 'Billy'];
$result = $client->run($connecting_paths_query, $params);

foreach ($result->records() as $record) {
  print_r($record->get('names'));
}

Downloading and Installing PHP

Install Composer from within web directory: $ curl -sS https://getcomposer.org/installer | php
Install Neo4j-PHP-Client from within web directory: $ php composer.phar require graphaware/neo4j-php-client
Copy and paste code at left into php file and run

import org.neo4j.driver.v1.*;
import static org.neo4j.driver.v1.Values.parameters;

import java.util.List;
import static java.util.Arrays.asList;
import static java.util.Collections.singletonMap;

public class Social {

    public static void main(String...args) {
        
        Config noSSL = Config.build().withEncryptionLevel(Config.EncryptionLevel.NONE).toConfig();
        Driver driver = GraphDatabase.driver("bolt://localhost",AuthTokens.basic("neo4j","test"),noSSL); // <password>
        try (Session session = driver.session()) {

              List data = 
              asList(asList("Jim","Mike"),asList("Jim","Billy"),asList("Anna","Jim"),
              asList("Anna","Mike"),asList("Sally","Anna"),asList("Joe","Sally"),
              asList("Joe","Bob"),asList("Bob","Sally"));
    
              String insertQuery = "UNWIND {pairs} as pair " +
               "MERGE (p1:Person {name:pair[0]}) " +
               "MERGE (p2:Person {name:pair[1]}) " +
               "MERGE (p1)-[:KNOWS]-(p2);";
      
               session.run(insertQuery,singletonMap("pairs",data)).consume();
          
               StatementResult result;
            
               String foafQuery = 
               " MATCH (person:Person)-[:KNOWS]-(friend)-[:KNOWS]-(foaf) "+
               " WHERE person.name = {name} " +
               "   AND NOT (person)-[:KNOWS]-(foaf) " +
               " RETURN foaf.name AS name ";
               result = session.run(foafQuery, parameters("name","Joe"));
               while (result.hasNext()) System.out.println(result.next().get("name"));
      
               String commonFriendsQuery =
               "MATCH (user:Person)-[:KNOWS]-(friend)-[:KNOWS]-(foaf:Person) " +
               " WHERE user.name = {from} AND foaf.name = {to} " +
               " RETURN friend.name AS friend";
               result = session.run(commonFriendsQuery, parameters("from","Joe","to","Sally"));
               while (result.hasNext()) System.out.println(result.next().get("friend"));
      
               String connectingPathsQuery =
               "MATCH path = shortestPath((p1:Person)-[:KNOWS*..6]-(p2:Person)) " +
               " WHERE p1.name = {from} AND p2.name = {to} " +
               " RETURN [n IN nodes(path) | n.name] as names";
               result = session.run(connectingPathsQuery, parameters("from","Joe","to","Billy"));
               while (result.hasNext()) System.out.println(result.next().get("names"));

        }
    }
}

Downloading and Installing Java

Download Neo4j Driver
Copy and paste code at left into Social.java
Run javac -cp neo4j-java-driver-1.0.0.jar Social.java
Run java -cp neo4j-java-driver-1.0.0.jar:. Social

# pip install neo4j-driver

from neo4j.v1 import GraphDatabase, basic_auth

driver = GraphDatabase.driver("bolt://localhost", auth=basic_auth("neo4j", "<password>"))
session = driver.session()

# Insert data
insert_query = '''
UNWIND {pairs} as pair
MERGE (p1:Person {name:pair[0]})
MERGE (p2:Person {name:pair[1]})
MERGE (p1)-[:KNOWS]-(p2);
'''

data = [["Jim","Mike"],["Jim","Billy"],["Anna","Jim"],
          ["Anna","Mike"],["Sally","Anna"],["Joe","Sally"],
          ["Joe","Bob"],["Bob","Sally"]]

session.run(insert_query, parameters={"pairs": data})

# Friends of a friend

foaf_query = '''
MATCH (person:Person)-[:KNOWS]-(friend)-[:KNOWS]-(foaf) 
WHERE person.name = {name}
  AND NOT (person)-[:KNOWS]-(foaf)
RETURN foaf.name AS name
'''

results = session.run(foaf_query, parameters={"name": "Joe"})
for record in results:
    print(record["name"])


# Common friends

common_friends_query = """
MATCH (user:Person)-[:KNOWS]-(friend)-[:KNOWS]-(foaf:Person)
WHERE user.name = {user} AND foaf.name = {foaf}
RETURN friend.name AS friend
"""

results = session.run(common_friends_query, parameters={"user": "Joe", "foaf": "Sally"})
for record in results:
    print(record["friend"])

# Connecting paths

connecting_paths_query = """
MATCH path = shortestPath((p1:Person)-[:KNOWS*..6]-(p2:Person))
WHERE p1.name = {name1} AND p2.name = {name2}
RETURN path
"""

results = session.run(connecting_paths_query, parameters={"name1": "Joe", "name2": "Billy"})
for record in results:
    print (record["path"])


session.close()

Downloading and Installing Python

Install neo4j-python-driver using pip: $ pip install neo4j-driver
Copy and paste code at left into py file and run


# gem install neo4j-core
require 'neo4j-core'
require 'neo4j/core/cypher_session/adaptors/bolt'

adaptor = Neo4j::Core::CypherSession::Adaptors::Bolt.new('bolt://neo4j:password@localhost:7687', wrap_level: :proc)
session = Neo4j::Core::CypherSession.new(adaptor)

# Insert data
insert_query = <<QUERY
  UNWIND {pairs} as pair
  MERGE (p1:Person {name:pair[0]})
  MERGE (p2:Person {name:pair[1]})
  MERGE (p1)-[:KNOWS]-(p2)
QUERY

data = [['Jim', 'Mike'], ['Jim', 'Billy'], ['Anna', 'Jim'],
        ['Anna', 'Mike'], ['Sally', 'Anna'], ['Joe', 'Sally'],
        ['Joe', 'Bob'], ['Bob', 'Sally']]

session.query(insert_query, pairs: data)

# Friends of a friend

foaf_query = <<QUERY
  MATCH (person:Person)-[:KNOWS]-(friend)-[:KNOWS]-(foaf)
  WHERE person.name = {name}
    AND NOT (person)-[:KNOWS]-(foaf)
  RETURN foaf.name AS name
QUERY

response = session.query(foaf_query, name: 'Joe')
puts response.map(&:name)
puts '---------------------'

# Common friends

common_friends_query = <<QUERY
  MATCH (user:Person)-[:KNOWS]-(friend)-[:KNOWS]-(foaf:Person)
  WHERE user.name = {user} AND foaf.name = {foaf}
  RETURN friend.name AS friend
QUERY

response = session.query(common_friends_query, user: 'Joe', foaf: 'Sally')
puts response.map(&:friend)
puts '---------------------'

# Connecting paths

connecting_paths_query = <<QUERY
  MATCH path = shortestPath((p1:Person)-[:KNOWS*..6]-(p2:Person))
  WHERE p1.name = {name1} AND p2.name = {name2}
  RETURN nodes(path) AS nodes
QUERY

response = session.query(connecting_paths_query, name1: 'Joe', name2: 'Billy')
puts response.first.nodes.map {|node| node.properties[:name] }
puts '---------------------'

# ActiveNode models:

require 'neo4j'

Neo4j::ActiveBase.current_session = session

session.query('CREATE CONSTRAINT ON (p:Person) ASSERT p.uuid IS UNIQUE')

class Person
  include Neo4j::ActiveNode
  property :name

  has_many :in, :known_people, type: :KNOWS, model_class: :Person
end

puts Person.where(name: 'Joe').query_as(:p1).match('path = shortestPath((p1:Person)-[:KNOWS*..6]-(p2:Person))').where(p2: {name: 'Billy'}).pluck('nodes(path)').first.map(&:name)

Downloading and Installing Ruby

Install Neo4j.rb using gem: $ gem install neo4j-core
Copy and paste code at left into rb file and run


using System;
using System.Collections.Generic;
using System.Linq;
using Neo4jClient;
using Neo4jClient.Cypher;
using Newtonsoft.Json;

//Use this for Console Apps
internal class Program
{
    private static void Main(string[] args)
    {
        var s = new Social();
        s.Setup();

        var friendsOfFriends = s.FriendsOfAFriend(new Person {Name = "Joe"});
        Console.WriteLine($"Joe's friends (of friends)");
        foreach (var fof in friendsOfFriends)
        {
            Console.WriteLine($"\t{fof.Name}");
        }

        Console.WriteLine();

        var commonFriends = s.CommonFriends(new Person {Name = "Joe"}, new Person {Name = "Sally"});
        Console.WriteLine("Joe and Sally's common friends");
        foreach (var friend in commonFriends)
        {
            Console.WriteLine($"\t{friend.Name}");
        }

        Console.WriteLine();

        var connectingNames = s.ConnectingPaths(new Person {Name = "Joe"}, new Person {Name = "Billy"});
        Console.WriteLine("Path to Billy");
        foreach (var name in connectingNames)
        {
            Console.WriteLine($"\t{name}");
        }
    }
}

public class Social
{
    private readonly IGraphClient _graphClient;

    public Social()
    {
        _graphClient = new GraphClient(new Uri("http://localhost:7474/db/data"), "user", "pass");
        _graphClient.Connect();
    }

    public void Setup()
    {
        var people = new List<string[]>
        {
            new[] {"Jim", "Mike"}, new[] {"Jim", "Billy"}, new[] {"Anna", "Jim"},
            new[] {"Anna", "Mike"}, new[] {"Sally", "Anna"}, new[] {"Joe", "Sally"},
            new[] {"Joe", "Bob"}, new[] {"Bob", "Sally"}
        };

        _graphClient.Cypher
            .Unwind(people, "pair")
            .Merge("(u1:Person { name: pair[0] })")
            .Merge("(u2:Person { name: pair[1] })")
            .Merge("(u1)-[:KNOWS]->(u2)")
            .ExecuteWithoutResults();
    }

    public IEnumerable<Person> FriendsOfAFriend(Person person)
    {
        /*
            MATCH (p:Person)-[:KNOWS]-(friend)-[:KNOWS]-(foaf)
            WHERE p.name = {p1}
            AND NOT (p)-[:KNOWS]-(foaf)
            RETURN foaf
        */

        var query = _graphClient.Cypher
            .Match("(p:Person)-[:KNOWS]-(friend)-[:KNOWS]-(foaf)")
            .Where((Person p) => p.Name == person.Name)
            .AndWhere("NOT (p)-[:KNOWS]-(foaf)")
            .Return(foaf => foaf.As<Person>());
        return query.Results;
    }

    public IEnumerable<Person> CommonFriends(Person person1, Person person2)
    {
        /*
            MATCH (p:Person)-[:KNOWS]-(friend)-[:KNOWS]-(foaf:Person)
            WHERE p.name = {p1}
            AND foaf.name = {p2}
            RETURN friend
        */

        var query = _graphClient.Cypher
            .Match("(p:Person)-[:KNOWS]-(friend)-[:KNOWS]-(foaf:Person)")
            .Where((Person p) => p.Name == person1.Name)
            .AndWhere((Person foaf) => foaf.Name == person2.Name)
            .Return(friend => friend.As<Person>());

        return query.Results;
    }

    public IEnumerable<string> ConnectingPaths(Person person1, Person person2)
    {
        /*
            MATCH path = shortestPath((p1:Person)-[:KNOWS*..6]-(p2:Person))
            WHERE p1.name = {p1}
            AND p2.name = {p2}
            RETURN [n IN nodes(path) | n.name]
        */

        var query = _graphClient.Cypher
            .Match("path = shortestPath((p1:Person)-[:KNOWS*..6]-(p2:Person))")
            .Where((Person p1) => p1.Name == person1.Name)
            .AndWhere((Person p2) => p2.Name == person2.Name)
            .Return(() => Return.As<IEnumerable<string>>("[n IN nodes(path) | n.name]"));

        return query.Results.Single();
    }
}
public class Person
{
    //This is required to make the serializer treat the 'C#' naming style as 'Java' in the DB
    [JsonProperty("name")]
    public string Name { get; set; }
}

Downloading and Installing C#

Install NuGet
Run the NuGet Package Manager Console
Install the Neo4jClient package: PM> Install-Package Neo4jClient
Copy and paste code at left into your .NET project, build, and run


// npm install --save neo4j
var neo4j = require('neo4j');
var db = new neo4j.GraphDatabase('http://neo4j:<password>@localhost:7474');


var insertQuery = 
  "UNWIND {pairs} as pair \
   MERGE (p1:Person {name:pair[0]}) \
   MERGE (p2:Person {name:pair[1]}) \
   MERGE (p1)-[:KNOWS]-(p2)";

var foafQuery = 
 "MATCH (person:Person)-[:KNOWS]-(friend)-[:KNOWS]-(foaf) \
  WHERE person.name = {name} \
   AND NOT (person)-[:KNOWS]-(foaf) \
  RETURN foaf.name AS name";

var commonFriendsQuery =
"MATCH (user:Person)-[:KNOWS]-(friend)-[:KNOWS]-(foaf:Person) \
 WHERE user.name = {name1} AND foaf.name = {name2} \
 RETURN friend.name AS friend";

var connectingPathsQuery =
"MATCH path = shortestPath((p1:Person)-[:KNOWS*..6]-(p2:Person)) \
 WHERE p1.name = {name1} AND p2.name = {name2} \
 RETURN [n IN nodes(path) | n.name] as names";

var data = [["Jim","Mike"],["Jim","Billy"],["Anna","Jim"],
            ["Anna","Mike"],["Sally","Anna"],["Joe","Sally"],
            ["Joe","Bob"],["Bob","Sally"]];

function query(query, params, column, cb) {
    function callback(err, results) {
        if (err || !results) throw err;
        if (!column) cb(results)
        else results.forEach(function(row) { cb(row[column]) });
    };
    db.cypher({ query: query, params: params}, callback);
}

query(insertQuery, {pairs: data}, null, function () {
    query(foafQuery, {name: "Joe"},"name", console.log); 
    query(commonFriendsQuery, {name1: "Joe", name2:"Sally"},"friend",console.log);
    query(connectingPathsQuery, {name1: "Joe", name2:"Billy"}, "names", 
          function(res) { console.log(res)});
});

Downloading and Installing JavaScript

Install neo4j-driver using npm: $ npm install --save neo4j-driver
Copy and paste code at left into js file and run

Impact Analysis

Dependency Analysis

Statistics

Impact Analysis

Find all services that depend on Server 1. These would be impacted by an outage of that server.

Only Webserver VM depends on Server 1. Because we're looking at variable length paths of DEPENDS_ON relationships, we're also able to determine that Public Website would be impacted by an outage of Server 1.

Dependency Analysis

Find all services which the Public Website depends on to be operational.

The Public Website depends on the Database VM and the Webserver VM, which each depend on other services.

Statistics

Find the most depended-upon component

As is the case in many data centers, the SAN is the most depended upon component. All six other services directly or indirectly depend on it.


<?php
/**
 * To install Neo4j-PHP-Client, we use Composer
 *
 * $ curl -sS https://getcomposer.org/installer | php
 * $ php composer.phar require graphaware/neo4j-php-client
 *
 */

require __DIR__.'/vendor/autoload.php';

use GraphAware\Neo4j\Client\ClientBuilder;

// change to your hostname, port, username, password
$neo4j_url = "bolt://neo4j:password@localhost";

// setup connection
$client = ClientBuilder::create()
    ->addConnection('default', $neo4j_url)
    ->build();

// setup data
$insert_query = <<<EOQ
UNWIND {pairs} as pair
MERGE (s1:Service {name:pair[0]})
MERGE (s2:Service {name:pair[1]})
MERGE (s1)-[:DEPENDS_ON]-(s2);
EOQ;

// network data to insert
$data = [["CRM","Database VM"],["Database VM","Server 2"],["Server 2","SAN"],
          ["Server 1","SAN"],["Webserver VM","Server 1"],["Public Website","Webserver VM"],
          ["Public Website","Database VM"]];

// insert data
$client->run($insert_query, ["pairs" => $data]);


// impact analysis: query
$impact_query = <<<EOQ
MATCH (n:Service)<-[:DEPENDS_ON*]-(dependent:Service)
WHERE n.name = {service}
RETURN dependent
EOQ;

// impact analysis: build and execute query
$params = ['service' => 'Server 1'];
$result = $client->run($impact_query, $params);

echo "Services impacted by Server 1 outage:" . PHP_EOL;
foreach ($result->records() as $record) {
  echo "\t" . $record->get('dependent')->value('name') . PHP_EOL;
}


// dependency analysis: query
$dependency_analysis_query = <<<EOQ
MATCH (n:Service)-[:DEPENDS_ON*]->(downstream:Service)
WHERE n.name = {service}
RETURN downstream
EOQ;

// dependency analysis: build and execute query
$params = ['service' => 'Public Website'];
$result = $client->run($dependency_analysis_query, $params);

echo "The following services depend upon Public Website, either directly or indirectly:" . PHP_EOL;

foreach ($result->records() as $record) {
  echo "\t" . $record->get('downstream')->value('name') . PHP_EOL;
}

echo PHP_EOL;


// statistics: query
$statistics_query = <<<EOQ
MATCH (n:Service)<-[:DEPENDS_ON*]-(dependent:Service)
RETURN n, count(DISTINCT dependent) AS dependents
ORDER BY dependents DESC
LIMIT 1
EOQ;

// statistics: build and execute query
$result = $client->run($statistics_query);

foreach ($result->records() as $record) {
  echo sprintf(
    '%s is the most depended-upon component with %d dependents',
    $record->get('n')->value('name'),
    $record->get('dependents')
    ) . PHP_EOL;
}

Downloading and Installing PHP

Install Composer from within web directory: $ curl -sS https://getcomposer.org/installer | php
Install Neo4j-PHP-Client from within web directory: $ php composer.phar require graphaware/neo4j-php-client
Copy and paste code at left into php file and run

// javac -cp neo4j-java-driver*.jar:. Network.java
// java -cp neo4j-java-driver*.jar:. Network

import org.neo4j.driver.v1.*;
import static org.neo4j.driver.v1.Values.parameters;

import java.util.List;
import static java.util.Arrays.asList;
import static java.util.Collections.singletonMap;

public class Network {

public static void main(String...args) {
    Config noSSL = Config.build().withEncryptionLevel(Config.EncryptionLevel.NONE).toConfig();
    Driver driver = GraphDatabase.driver("bolt://localhost",AuthTokens.basic("neo4j","test"),noSSL); // <password>
    try (Session session = driver.session()) {

        List data = 
          asList(asList("CRM", "Database VM"), asList("Database VM", "Server 2"),
          asList("Server 2", "SAN"), asList("Server 1", "SAN"), asList("Webserver VM", "Server 1"),
          asList("Public Website", "Webserver VM"), asList("Public Website", "Webserver VM"));

          String insertQuery = "UNWIND {pairs} AS pair " +
          "MERGE (s1:Service {name: pair[0]}) " +
          "MERGE (s2:Service {name: pair[1]}) " +
          "MERGE (s1)-[:DEPENDS_ON]->(s2) ";

           session.run(insertQuery,singletonMap("pairs",data)).consume();

           StatementResult result;
        
           String impactQuery = 
           "MATCH (n:Service)<-[:DEPENDS_ON*]-(dependent:Service) " +
           "WHERE n.name = {name} " +
           "RETURN collect(dependent.name) AS dependent_services";

           result = session.run(impactQuery, parameters("name","Server 1"));
           while (result.hasNext()) System.out.println(result.next().get("dependent_services"));

           String dependencyQuery =
           "MATCH (n:Service)-[:DEPENDS_ON*]->(downstream:Service) " +
           "WHERE n.name = {name} " +
           "RETURN collect(downstream.name) AS downstream_services ";

           result = session.run(dependencyQuery, parameters("name","Public Website"));
           while (result.hasNext()) System.out.println(result.next().get("downstream_services"));

           String statsQuery =
           "MATCH (n:Service)<-[:DEPENDS_ON*]-(dependent:Service) " +
           "RETURN n.name AS service, count(DISTINCT dependent) AS dependents " +
           "ORDER BY dependents DESC " +
           "LIMIT 1";

           result = session.run(statsQuery, parameters());
           while (result.hasNext()) {
             Record record = result.next();
             System.out.printf("%s has %s dependents.%n",record.get("service"),record.get("dependents"));
           }
    }
}
}

Downloading and Installing Java

Download Neo4j Driver
Copy and paste code at left into Network.java
Run javac -cp neo4j-java-driver-1.0.0.jar Network.java
Run java -cp neo4j-java-driver-1.0.0.jar:. Network

# npm install neo4j-driver

from neo4j.v1 import GraphDatabase, basic_auth

driver = GraphDatabase.driver("bolt://localhost", auth=basic_auth("neo4j", "<password>"))
session = driver.session()

# Insert data
insert_query = '''
UNWIND {pairs} AS pair
MERGE (s1:Service {name: pair[0]})
MERGE (s2:Service {name: pair[1]})
MERGE (s1)-[:DEPENDS_ON]->(s2);
'''

data = [["CRM", "Database VM"], ["Database VM", "Server 2"],
       ["Server 2", "SAN"], ["Server 1", "SAN"], ["Webserver VM", "Server 1"],
       ["Public Website", "Webserver VM"], ["Public Website", "Webserver VM"]]


session.run(insert_query, parameters={"pairs": data})

# Impact Analysis

impact_query = '''
MATCH (n:Service)<-[:DEPENDS_ON*]-(dependent:Service)
WHERE n.name = {service_name}
RETURN collect(dependent.name) AS dependent_services
'''

results = session.run(impact_query, parameters={"service_name": "Server 1"})
for record in results:
    print(record)


# Dependency Analysis

dependency_query = """
MATCH (n:Service)-[:DEPENDS_ON*]->(downstream:Service)
WHERE n.name = {service_name}
RETURN collect(downstream.name) AS downstream_services
"""

results = session.run(dependency_query, {"service_name": "Public Website"})
for record in results:
    print(record)

# Statistics

stats_query = """
MATCH (n:Service)<-[:DEPENDS_ON*]-(dependent:Service)
RETURN n.name AS service, count(DISTINCT dependent) AS dependents
ORDER BY dependents DESC
LIMIT 1
"""

results = session.run(stats_query)
for record in results:
    print(record)


session.close()

Downloading and Installing Python

Install neo4j-python-driver using pip: $ pip install neo4j-driver
Copy and paste code at left into py file and run


# gem install neo4j-core
require 'neo4j-core'
require 'neo4j/core/cypher_session/adaptors/bolt'

adaptor = Neo4j::Core::CypherSession::Adaptors::Bolt.new('bolt://neo4j:password@localhost:7687', wrap_level: :proc)
session = Neo4j::Core::CypherSession.new(adaptor)

# Insert data

insert_query = <<QUERY
  UNWIND {pairs} AS pair
  MERGE (s1:Service {name: pair[0]})
  MERGE (s2:Service {name: pair[1]})
  MERGE (s1)-[:DEPENDS_ON]->(s2)
QUERY

data = [['CRM', 'Database VM'], ['Database VM', 'Server 2'],
        ['Server 2', 'SAN'], ['Server 1', 'SAN'], ['Webserver VM', 'Server 1'],
        ['Public Website', 'Webserver VM'], ['Public Website', 'Webserver VM']]

session.query(insert_query, pairs: data)

# Impact Analysis

impact_query = <<QUERY
  MATCH (n:Service)<-[:DEPENDS_ON*]-(dependent:Service)
  WHERE n.name = {service_name}
  RETURN dependent.name AS dependent_service
QUERY

response = session.query(impact_query, service_name: 'Server 1')
puts 'Dependent services: '
puts response.map(&:dependent_service)
puts '--------------------'

# Dependency Analysis

dependency_query = <<QUERY
  MATCH (n:Service)-[:DEPENDS_ON*]->(downstream:Service)
  WHERE n.name = {service_name}
  RETURN downstream.name AS downstream_service
QUERY

response = session.query(dependency_query, service_name: 'Public Website')
puts 'Downstream services: '
puts response.map(&:downstream_service)
puts '---------------------'

# Statistics

stats_query = <<QUERY
  MATCH (n:Service)<-[:DEPENDS_ON*]-(dependent:Service)
  RETURN n.name AS service, count(DISTINCT dependent) AS dependents
  ORDER BY dependents DESC
QUERY

puts 'Service with most dependent services: '
response = session.query(stats_query)
puts response.map {|row| "#{row.service} with #{row.dependents} dependents" }
puts '---------------------'

# ActiveNode models:

require 'neo4j'

Neo4j::ActiveBase.current_session = session

session.query('CREATE CONSTRAINT ON (s:Service) ASSERT s.uuid IS UNIQUE')

class Service
  include Neo4j::ActiveNode
  property :name

  has_many :in, :dependencies, type: :DEPENDS_ON, model_class: :Service
end

puts 'Service with most dependent services: '
results = Service.as(:n).dependencies(:dependent, nil, rel_length: :any).order('dependents DESC').pluck('n.name', 'count(DISTINCT dependent) AS dependents')
puts results.map {|service, dependents| "#{service} with #{dependents} dependents" }

Downloading and Installing Ruby

Install Neo4j.rb using gem: $ gem install neo4j-core
Copy and paste code at left into rb file and run

using System;
using System.Collections.Generic;
using System.Linq;
using Neo4j.Driver.V1;

class NetworkManagement
{
    public static void NetworkManagementMain(string[] args)
    {
        using (var driver = GraphDatabase.Driver(new Uri("bolt://localhost:7687"), AuthTokens.Basic("neo4j", "neo4j")))
        {
            var data = new List<string[]>
            {
                new[] {"CRM", "Database VM"},
                new[] {"Database VM", "Server 2"},
                new[] {"Server 2", "SAN"},
                new[] {"Server 1", "SAN"},
                new[] {"Webserver VM", "Server 1"},
                new[] {"Public Website", "Webserver VM"},
                new[] {"Public Website", "Webserver VM"}
            };
            const string loadCypher =
                "UNWIND {servers} AS row MERGE(s1: Service { name: row[0]}) MERGE(s2: Service { name: row[1]}) MERGE(s1) -[:DEPENDS_ON]->(s2)";
            using (var session = driver.Session())
            {
                var result = session.Run(loadCypher, new {servers = data});
                result.ToList();
            }

            //Impact Analysis
            //Find all upstreams impacted by outage of Server 1.
            using (var session = driver.Session())
            {
                var result = session.Run(
                    "MATCH (n:Service)<-[:DEPENDS_ON *]-(dependent:Service) " +
                    "WHERE n.name = 'Server 1' " +
                    "RETURN dependent.name AS name");
                Console.WriteLine("Impacted by outage of Server 1");
                foreach (var record in result)
                {
                    Console.WriteLine($"\t{record["name"]}");
                }
            }

            //Dependency Analysis
            //Find all dependencies of the public website.
            using (var session = driver.Session())
            {
                var result = session.Run(
                    "MATCH (n:Service)-[:DEPENDS_ON *]->(downstream) " +
                    "WHERE n.name = 'Public Website' " +
                    "RETURN downstream.name AS name");
                Console.WriteLine("Dependencies of Public Website");
                foreach (var record in result)
                {
                    Console.WriteLine($"\t{record["name"]}");
                }
            }

            //Statistics
            //Find the most depended-upon component.
            using (var session = driver.Session())
            {
                var result = session.Run(
                    "MATCH (n:Service)<-[:DEPENDS_ON*]-(dependent:Service) " +
                    "RETURN n.name AS service, count(DISTINCT dependent) AS dependents " +
                    "ORDER BY dependents DESC " +
                    "LIMIT 1"
                    );
                Console.WriteLine($"Most depended-upon component is {result.Single()["service"].As<string>()}");
            }
        }
    }
}

Downloading and Installing C#

Install NuGet
Run the NuGet Package Manager Console
Install the Neo4jClient package: PM> Install-Package Neo4jClient
Copy and paste code at left into your .NET project, build, and run
This sample uses the Cypher LOAD CSV syntax to load data from a CSV file. Copy and paste CSV content in 2nd comment in source code at left into c:/temp/services.csv
Copy and paste code at left into your .NET project, build, and run

// npm install neo4j-driver
var neo4j = require('neo4j-driver').v1;

var driver = neo4j.driver("bolt://localhost", neo4j.auth.basic("neo4j", "<password>"));
var session = driver.session();
var queryCount = 0;

var insertQuery =
    "UNWIND {pairs} AS pair \
     MERGE (s1:Service {name: pair[0]}) \
     MERGE (s2:Service {name: pair[1]}) \
     MERGE (s1)-[:DEPENDS_ON]->(s2);";

var impactQuery =
    "MATCH (n:Service)<-[:DEPENDS_ON*]-(dependent:Service) \
     WHERE n.name = {service_name} \
     RETURN collect(dependent.name) AS dependent_services";

var dependencyQuery =
    "MATCH (n:Service)-[:DEPENDS_ON*]->(downstream:Service) \
     WHERE n.name = {service_name} \
     RETURN collect(downstream.name) AS downstream_services";

var statsQuery =
    "MATCH (n:Service)<-[:DEPENDS_ON*]-(dependent:Service) \
     RETURN n.name AS service, count(DISTINCT dependent) AS dependents \
     ORDER BY dependents DESC \
     LIMIT 1";

var data =
    [["CRM", "Database VM"], ["Database VM", "Server 2"],
        ["Server 2", "SAN"], ["Server 1", "SAN"], ["Webserver VM", "Server 1"],
        ["Public Website", "Webserver VM"], ["Public Website", "Webserver VM"]];

function query(query, params, message, column) {
    session
        .run(query, params)
        .then(function(result) {
            console.log(message);
            result.records.forEach(function(record) {
                if (column === 'dependents') {
                    console.log(record.get(column).toInt());
                } else {
                    console.log(record.get(column));
                }
            });

            queryCount += 1;
            if (queryCount > 2) {
                session.close();
                process.exit();
            }

        })
        .catch(function(error){
            console.log(error);
        });
}

session
    .run(insertQuery, {pairs: data})
    .then(function(result) {
        query(impactQuery, {service_name: "Server 1"}, "Dependent services: ", "dependent_services");
        query(dependencyQuery, {service_name: "Public Website"}, "Downstream services: ", "downstream_services");
        query(statsQuery, {}, "Dependents: ", "dependents");
    })
    .catch(function(error) {
        console.log(error);
    });

Downloading and Installing JavaScript

Install neo4j-driver using npm: $ npm install --save neo4j-driver
Copy and paste code at left into js file and run

Transitive Closure

Investigation Targeting

Fast Insights

Transitive Closure

Given suspicions about Hank, find related information to investigate.

Hank shares an account with Abby. Abby shares a SSN with Sophie and Max. Given that we suspect Hank may be involved in fraudulent activity, we can flag the Cayman account, Sophie, and Abby as possible fraudulent entities.

Investigation Targeting

Fraud rings often share fraudulent identifying information. Any person with connections to more than two entities in the graph are suspicious. Find large cliques to investigate further.

Sophie, Max and Abby all share a SSN, which is suspicious. Hank is also suspicious because he is sharing an account with Abby.

Fast Insights

Given that we've identified SSN 993-63-2634 as suspcious, find all associated accounts.

We see that the Cayman account #863 is the only account where a Person using this SSN owns the account.


<?php
/**
 * To install Neo4j-PHP-Client, we use Composer
 *
 * $ curl -sS https://getcomposer.org/installer | php
 * $ php composer.phar require graphaware/neo4j-php-client
 *
 */

require __DIR__.'/vendor/autoload.php';

use GraphAware\Neo4j\Client\ClientBuilder;

// change to your hostname, port, username, password
$neo4j_url = "bolt://neo4j:password@localhost";

// setup connection
$client = ClientBuilder::create()
    ->addConnection('default', $neo4j_url)
    ->build();

// setup data
$insert_query = <<<EOQ
CREATE (hank:Person {name:'Hank'}),
(abby:Person {name:'Abby'}),
(max:Person {name:'Max'}),
(sophie:Person {name: 'Sophie'}),
(jane:Person {name: 'Jane'}),
(bill:Person {name: 'Bill'}),
(ssn993632634:SSN {number: 993632634}),
(ssn123456789:SSN {number: 123456789}),
(ssn523252364:SSN {number: 523252364}),
(chase:Account {bank: 'Chase', number: 1523}),
(bofa:Account {bank: 'Bank of America', number: 4634}),
(cayman:Account {bank: 'Cayman', number: 863}),
(bill)-[:HAS_SSN]->(ssn523252364),
(bill)-[:HAS_ACCOUNT]->(bofa),
(jane)-[:HAS_SSN]->(ssn123456789),
(jane)-[:HAS_ACCOUNT]->(chase),
(hank)-[:HAS_ACCOUNT]->(cayman),
(abby)-[:HAS_ACCOUNT]->(cayman),
(abby)-[:HAS_SSN]->(ssn993632634),
(sophie)-[:HAS_SSN]->(ssn993632634),
(max)-[:HAS_SSN]->(ssn993632634)
EOQ;

// insert data
$client->run($insert_query);


// transitive closure: query
$transitive_query = <<<EOQ
MATCH (n:Person)-[*]-(o)
WHERE n.name = {name}
RETURN labels(o), o
EOQ;

// transitive closure: build and execute query
$params = ['name' => 'Hank'];
$result = $client->run($transitive_query, $params);

foreach ($result->records() as $record) {
  print_r($record->values());
}
print "\n";

// investigation targeting: query
$investigation_targeting_query = <<<EOQ
MATCH (n:Person)-[*]-(o)
WITH n, count(DISTINCT o) AS size
WHERE size > 2
RETURN n
EOQ;

// investigation targeting: build and execute query
$result = $client->run($investigation_targeting_query);

echo "The following people are suspicious:" . PHP_EOL;

foreach ($result->records() as $record) {
  echo $record->get('n')->value('name') . PHP_EOL;
}


// fast insights: query
$fast_insights_query = <<<EOQ
MATCH (ssn:SSN)<-[:HAS_SSN]-(:Person)-[:HAS_ACCOUNT]->(acct:Account)
WHERE ssn.number = {ssn}
RETURN acct
EOQ;

// fast insights: build and execute query
$params = ['ssn' => 993632634];
$result = $client->run($fast_insights_query, $params);

echo "Accounts owned by this SSN:" . PHP_EOL;

foreach ($result->records() as $record) {
  echo "\t" . sprintf('%s@%s', $record->get('acct')->value('number'), $record->get('acct')->value('bank')) . PHP_EOL;
}

Downloading and Installing PHP

Install Composer from within web directory: $ curl -sS https://getcomposer.org/installer | php
Install Neo4j-PHP-Client from within web directory: $ php composer.phar require graphaware/neo4j-php-client
Copy and paste code at left into php file and run

// javac -cp neo4j-java-driver*.jar:. Fraud.java
// java -cp neo4j-java-driver*.jar:. Fraud

import org.neo4j.driver.v1.*;
import static org.neo4j.driver.v1.Values.parameters;

import java.util.List;
import static java.util.Arrays.asList;
import static java.util.Collections.singletonMap;

public class Fraud {

    public static void main(String...args) {

        Config noSSL = Config.build().withEncryptionLevel(Config.EncryptionLevel.NONE).toConfig();
        Driver driver = GraphDatabase.driver("bolt://localhost",AuthTokens.basic("neo4j","test"),noSSL); // <password>
        try (Session session = driver.session()) {

            String insertQuery = 
                "CREATE (hank:Person {name:'Hank'})," +
                "(abby:Person {name:'Abby'})," +
                "(max:Person {name:'Max'})," +
                "(sophie:Person {name: 'Sophie'})," +
                "(jane:Person {name: 'Jane'})," +
                "(bill:Person {name: 'Bill'})," +
                "(ssn993632634:SSN {number: 993632634})," +
                "(ssn123456789:SSN {number: 123456789})," +
                "(ssn523252364:SSN {number: 523252364})," +
                "(chase:Account {bank: 'Chase', number: 1523})," +
                "(bofa:Account {bank: 'Bank of America', number: 4634})," +
                "(cayman:Account {bank: 'Cayman', number: 863})," +
                "(bill)-[:HAS_SSN]->(ssn523252364)," +
                "(bill)-[:HAS_ACCOUNT]->(bofa)," +
                "(jane)-[:HAS_SSN]->(ssn123456789)," +
                "(jane)-[:HAS_ACCOUNT]->(chase)," +
                "(hank)-[:HAS_ACCOUNT]->(cayman)," +
                "(abby)-[:HAS_ACCOUNT]->(cayman)," +
                "(abby)-[:HAS_SSN]->(ssn993632634)," +
                "(sophie)-[:HAS_SSN]->(ssn993632634)," +
                "(max)-[:HAS_SSN]->(ssn993632634)";
          
            session.run(insertQuery,parameters()).consume();
          
            StatementResult result;
            
            String transitiveQuery = 
                " MATCH (n:Person)-[*]-(o) " +
                " WHERE n.name = {name} "+
                " RETURN o ";

            result = session.run(transitiveQuery, parameters("name","Hank"));
            while (result.hasNext()) System.out.println(result.next().get("o").asMap());
      
            String targetingQuery =
                "MATCH (n:Person)-[*]-(o) " +
                " WITH n, count(DISTINCT o) AS size " +
                " WHERE size > 2 " +
                " RETURN n";

            result = session.run(targetingQuery, parameters());
            while (result.hasNext()) System.out.println(result.next().get("n").asMap());
      
            String insightsQuery =
                "MATCH (ssn:SSN)<-[:HAS_SSN]-(:Person)-[:HAS_ACCOUNT]->(acct:Account) "+
                " WHERE ssn.number = {ssn} "+
                " RETURN acct";
            result = session.run(insightsQuery, parameters("ssn",993632634));
            while (result.hasNext()) System.out.println(result.next().get("acct").asMap());
        }
    }
}

Downloading and Installing Java

Download Neo4j Driver
Copy and paste code at left into Fraud.java
Run javac -cp neo4j-java-driver-1.0.0.jar Fraud.java
Run java -cp neo4j-java-driver-1.0.0.jar:. Fraud

# pip install neo4j-driver

from neo4j.v1 import GraphDatabase, basic_auth

driver = GraphDatabase.driver("bolt://localhost", auth=basic_auth("neo4j", "<password>"))
session = driver.session()

# Insert data
insert_query = '''
CREATE (hank:Person {name:"Hank"}),
(abby:Person {name:"Abby"}),
(max:Person {name:"Max"}),
(sophie:Person {name: "Sophie"}),
(jane:Person {name: "Jane"}),
(bill:Person {name: "Bill"}),
(ssn993632634:SSN {number: 993632634}),
(ssn123456789:SSN {number: 123456789}),
(ssn523252364:SSN {number: 523252364}),
(chase:Account {bank: "Chase", number: 1523}),
(bofa:Account {bank: "Bank of America", number: 4634}),
(cayman:Account {bank: "Cayman", number: 863}),
(bill)-[:HAS_SSN]->(ssn523252364),
(bill)-[:HAS_ACCOUNT]->(bofa),
(jane)-[:HAS_SSN]->(ssn123456789),
(jane)-[:HAS_ACCOUNT]->(chase),
(hank)-[:HAS_ACCOUNT]->(cayman),
(abby)-[:HAS_ACCOUNT]->(cayman),
(abby)-[:HAS_SSN]->(ssn993632634),
(sophie)-[:HAS_SSN]->(ssn993632634),
(max)-[:HAS_SSN]->(ssn993632634)
'''

session.run(insert_query)

# Transitive Closure

transitive_query = '''
MATCH (n:Person)-[*]-(o)
WHERE n.name = {name}
RETURN DISTINCT o AS other
'''

results = session.run(transitive_query, parameters={"name": "Hank"})
for record in results:
    print(record["other"])


# Investigation Targeting

targeting_query = """
MATCH (n:Person)-[*]-(o)
WITH n, count(DISTINCT o) AS size
WHERE size > 2
RETURN n
"""

results = session.run(targeting_query)
for record in results:
    print(record["n"])

# Fast Insights

insights_query = """
MATCH (ssn:SSN)<-[:HAS_SSN]-(:Person)-[:HAS_ACCOUNT]->(acct:Account)
WHERE ssn.number = {flagged_ssn}
RETURN acct
"""

results = session.run(insights_query, parameters={"flagged_ssn": 993632634})
for record in results:
    print(record["acct"])


session.close()

Downloading and Installing Python

Install neo4j-python-driver using pip: $ pip install neo4j-driver
Copy and paste code at left into py file and run


# gem install neo4j-core
require 'neo4j-core'
require 'neo4j/core/cypher_session/adaptors/bolt'

adaptor = Neo4j::Core::CypherSession::Adaptors::Bolt.new('bolt://neo4j:password@localhost:7687', wrap_level: :proc)
session = Neo4j::Core::CypherSession.new(adaptor)

session.query('MATCH (n) DETACH DELETE n')

# Insert data
insert_query = <<QUERY
  CREATE (hank:Person {name:'Hank'}),
  (abby:Person {name:'Abby'}),
  (max:Person {name:'Max'}),
  (sophie:Person {name: 'Sophie'}),
  (jane:Person {name: 'Jane'}),
  (bill:Person {name: 'Bill'}),
  (ssn993632634:SSN {number: 993632634, name: 'SSN 993632634'}),
  (ssn123456789:SSN {number: 123456789, name: 'SSN 123456789'}),
  (ssn523252364:SSN {number: 523252364, name: 'SSN 523252364'}),
  (chase:Account {bank: 'Chase', number: 1523, name: 'Chase 1523'}),
  (bofa:Account {bank: 'Bank of America', number: 4634, name: 'BofA 4634'}),
  (cayman:Account {bank: 'Cayman', number: 863, name: 'Cayman 863'}),
  (bill)-[:HAS_SSN]->(ssn523252364),
  (bill)-[:HAS_ACCOUNT]->(bofa),
  (jane)-[:HAS_SSN]->(ssn123456789),
  (jane)-[:HAS_ACCOUNT]->(chase),
  (hank)-[:HAS_ACCOUNT]->(cayman),
  (abby)-[:HAS_ACCOUNT]->(cayman),
  (abby)-[:HAS_SSN]->(ssn993632634),
  (sophie)-[:HAS_SSN]->(ssn993632634),
  (max)-[:HAS_SSN]->(ssn993632634)
QUERY
session.query(insert_query)

# Transitive Closure

transitive_query = <<QUERY
  MATCH (n:Person)-[*]-(o)
  WHERE n.name = {name}
  RETURN DISTINCT o.name AS other
QUERY

response = session.query(transitive_query, name: 'Hank')
puts 'Suspicious entities: '
puts response.map(&:other)
puts '---------------------'
# Investigation Targeting

targeting_query = <<QUERY
  MATCH (n:Person)-[*]-(o)
  WITH n, count(DISTINCT o) AS size
  WHERE size > 2
  RETURN n.name AS target
QUERY

response = session.query(targeting_query)
puts 'Investigation targets: '
puts response.map(&:target)
puts '----------------------'

# Fast Insights

connecting_paths_query = <<QUERY
  MATCH (ssn:SSN)<-[:HAS_SSN]-(:Person)-[:HAS_ACCOUNT]->(acct:Account)
  WHERE ssn.number = 993632634
  RETURN acct.bank + ' ' + toString(acct.number) AS account
QUERY

response = session.query(connecting_paths_query, name1: 'Joe', name2: 'Billy')
puts 'Accounts: '
puts response.map(&:account)
puts '----------------------'

# ActiveNode models:

require 'neo4j'

Neo4j::ActiveBase.current_session = session

session.query('CREATE CONSTRAINT ON (s:SSN) ASSERT s.uuid IS UNIQUE')
session.query('CREATE CONSTRAINT ON (p:Person) ASSERT p.uuid IS UNIQUE')
session.query('CREATE CONSTRAINT ON (a:Account) ASSERT a.uuid IS UNIQUE')

class SSN
  include Neo4j::ActiveNode
  property :number

  has_one :in, :person, type: :HAS_SSN
end

class Person
  include Neo4j::ActiveNode
  has_many :out, :accounts, type: :HAS_ACCOUNT
end

class Account
  include Neo4j::ActiveNode
  property :bank
  property :number
end

# Associations are lazily evaluated to allow for chaining to build Cypher queries:
puts 'Accounts: '
puts SSN.where(number: 993632634).person.accounts(:acct).pluck("acct.bank + ' ' + toString(acct.number)")

Downloading and Installing Ruby

Install Neo4j.rb using gem: $ gem install neo4j-core
Copy and paste code at left into rb file and run

using System;
using System.Collections.Generic;
using System.Linq;
using Neo4jClient;
using Neo4jClient.Cypher;
using Newtonsoft.Json;

void Main()
{
    var gc = new GraphClient(new Uri("http://localhost.:7474/db/data"));
    gc.Connect();

    const string createCypher = @"(hank:Person {name:'Hank'}),
(abby:Person {name:'Abby'}),
(max:Person {name:'Max'}),
(sophie:Person {name: 'Sophie'}),
(jane:Person {name: 'Jane'}),
(bill:Person {name: 'Bill'}),
(ssn993632634:SSN {number: 993632634}),
(ssn123456789:SSN {number: 123456789}),
(ssn523252364:SSN {number: 523252364}),
(chase:Account {bank: 'Chase', number: 1523}),
(bofa:Account {bank: 'Bank of America', number: 4634}),
(cayman:Account {bank: 'Cayman', number: 863}),
(bill)-[:HAS_SSN]->(ssn523252364),
(bill)-[:HAS_ACCOUNT]->(bofa),
(jane)-[:HAS_SSN]->(ssn123456789),
(jane)-[:HAS_ACCOUNT]->(chase),
(hank)-[:HAS_ACCOUNT]->(cayman),
(abby)-[:HAS_ACCOUNT]->(cayman),
(abby)-[:HAS_SSN]->(ssn993632634),
(sophie)-[:HAS_SSN]->(ssn993632634),
(max)-[:HAS_SSN]->(ssn993632634)";
    gc.Cypher.Create(createCypher).ExecuteWithoutResults();

    //Transitive Closure
    var transitiveClosure = gc.Cypher
    	.Match("(n:Person)-[*]-(o)")
    	.Where((Entity n) => n.Name == "Hank")
    	.Return(o => o.As<Entity>())
    	.Results;
    
    Console.WriteLine("Transitive Closure");
    foreach (var tc in transitiveClosure)
    	Console.WriteLine($"\t{tc}");

    //Investigation Targeting
    var investigationTargeting = gc.Cypher
    	.Match("(n:Person)-[*]-(o)")
    	.With("n, count(distinct o) AS size")
    	.Where("size > 2")
    	.Return(n => n.As<Entity>())
    	.Results;

    Console.WriteLine("Investigation Targeting");
    foreach (var it in investigationTargeting)
    	Console.WriteLine($"\t{it}");
    
    //Fast Insights
    var fastInsights = gc.Cypher
    	.Match("(ssn:SSN)<-[:HAS_SSN]-(:Person)-[:HAS_ACCOUNT]->(acct:Account)")
    	.Where((Entity ssn) => ssn.Number == 993632634)
    	.Return(acct => acct.As<Entity>())
    	.Results;
    
    Console.WriteLine("Fast Insights");
    foreach (var entity in fastInsights)
    	Console.WriteLine($"\tBank: {entity.Bank}, Number: {entity.Number}");
}

public class Entity
{
    [JsonProperty("name")]
    public string Name { get; set; }

    [JsonProperty("bank")]
    public string Bank { get; set;}

    [JsonProperty("number")]
    public int Number { get; set;}

    public override string ToString()
    {
    	return (string.IsNullOrWhiteSpace(Name)) ? ((string.IsNullOrWhiteSpace(Bank))) ?  Number.ToString() : Bank : Name;
    }
}

Downloading and Installing C#

Install NuGet
Run the NuGet Package Manager Console
Install the Neo4jClient package: PM> Install-Package Neo4jClient
Copy and paste code at left into your .NET project, build, and run

// npm install neo4j-driver
var neo4j = require('neo4j-driver').v1;

var driver = neo4j.driver("bolt://localhost", neo4j.auth.basic("neo4j", "<password>"));
var session = driver.session();
var queryCount = 0;

var insertQuery =
    "CREATE (hank:Person {name:'Hank'}), \
    (abby:Person {name:'Abby'}), \
    (max:Person {name:'Max'}), \
    (sophie:Person {name: 'Sophie'}), \
    (jane:Person {name: 'Jane'}), \
    (bill:Person {name: 'Bill'}), \
    (ssn993632634:SSN {number: 993632634}), \
    (ssn123456789:SSN {number: 123456789}), \
    (ssn523252364:SSN {number: 523252364}), \
    (chase:Account {bank: 'Chase', number: 1523}), \
    (bofa:Account {bank: 'Bank of America', number: 4634}), \
    (cayman:Account {bank: 'Cayman', number: 863}), \
    (bill)-[:HAS_SSN]->(ssn523252364), \
    (bill)-[:HAS_ACCOUNT]->(bofa), \
    (jane)-[:HAS_SSN]->(ssn123456789), \
    (jane)-[:HAS_ACCOUNT]->(chase), \
    (hank)-[:HAS_ACCOUNT]->(cayman), \
    (abby)-[:HAS_ACCOUNT]->(cayman), \
    (abby)-[:HAS_SSN]->(ssn993632634), \
    (sophie)-[:HAS_SSN]->(ssn993632634), \
    (max)-[:HAS_SSN]->(ssn993632634)";

var transitiveQuery =
    "MATCH (n:Person)-[*]-(o) \
    WHERE n.name = {name} \
    RETURN DISTINCT o AS other";

var targetingQuery =
    "MATCH (n:Person)-[*]-(o) \
    WITH n, count(DISTINCT o) AS size \
    WHERE size > 2 \
    RETURN n";

var insightsQuery =
    "MATCH (ssn:SSN)<-[:HAS_SSN]-(:Person)-[:HAS_ACCOUNT]->(acct:Account) \
    WHERE ssn.number = {ssn} \
    RETURN acct";

function query(query, params, message, column) {
    session
        .run(query, params)
        .then(function(result) {
            console.log(message);
            result.records.forEach(function(record) {
                console.log(record.get(column));
            });

            queryCount += 1;
            if (queryCount > 2) {
                session.close();
                process.exit();
            }
        })
        .catch(function(error){
            console.log(error);
        });
}

session
    .run(insertQuery)
    .then(function(result) {
        query(transitiveQuery, {name: "Hank"}, "Transitive closure: ", "other");
        query(targetingQuery, {}, "Investigation targeting: ", "n");
        query(insightsQuery, {ssn: 993632634}, "Associated accounts: ", "acct");
    })
    .catch(function(error) {
        console.log(error);
    });

Downloading and Installing JavaScript

Install neo4j-driver using npm: $ npm install --save neo4j-driver
Copy and paste code at left into js file and run

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