ArangoDB v3.13 is under development and not released yet. This documentation is not final and potentially incomplete.
Example graphs
How to use the example graphs built into ArangoDB
ArangoDB comes with a set of easy-to-understand graphs for demonstration purposes.
In the web interface, navigate to the Graphs section, click Add Graph, go to the Examples tab, and click the Create button of one of the listed graphs.
In arangosh, run
require("@arangodb/graph-examples/example-graph").loadGraph("<name>");with<name>substituted by the name of an example graph listed below.
You can visually explore the created graphs in the Graph viewer of the web interface.
You can take a look at the script that creates the example graphs on GitHub for reference about how to manage graphs programmatically.
Knows Graph
The knows graph is a set of persons knowing each other:
The graph consists of a persons node collection connected via a knows
edge collection.
There are five persons, Alice, Bob, Charlie, Dave, and Eve.
They have the following directed relations:
- Alice knows Bob
- Bob knows Charlie
- Bob knows Dave
- Eve knows Alice
- Eve knows Bob
Example of how to create the graph, inspect its nodes and edges, and delete it again:
var examples = require("@arangodb/graph-examples/example-graph");
var g = examples.loadGraph("knows_graph");
db.persons.toArray()
db.knows.toArray();
examples.dropGraph("knows_graph");Show output
[
{
"_key" : "alice",
"_id" : "persons/alice",
"_rev" : "_hg5k2sa---",
"name" : "Alice"
},
{
"_key" : "bob",
"_id" : "persons/bob",
"_rev" : "_hg5k2sa--_",
"name" : "Bob"
},
{
"_key" : "charlie",
"_id" : "persons/charlie",
"_rev" : "_hg5k2sa--A",
"name" : "Charlie"
},
{
"_key" : "dave",
"_id" : "persons/dave",
"_rev" : "_hg5k2sa--B",
"name" : "Dave"
},
{
"_key" : "eve",
"_id" : "persons/eve",
"_rev" : "_hg5k2se---",
"name" : "Eve"
}
]
[
{
"_key" : "72375",
"_id" : "knows/72375",
"_from" : "persons/alice",
"_to" : "persons/bob",
"_rev" : "_hg5k2se--_",
"vertex" : "alice"
},
{
"_key" : "72377",
"_id" : "knows/72377",
"_from" : "persons/bob",
"_to" : "persons/charlie",
"_rev" : "_hg5k2se--A",
"vertex" : "bob"
},
{
"_key" : "72379",
"_id" : "knows/72379",
"_from" : "persons/bob",
"_to" : "persons/dave",
"_rev" : "_hg5k2se--B",
"vertex" : "bob"
},
{
"_key" : "72381",
"_id" : "knows/72381",
"_from" : "persons/eve",
"_to" : "persons/alice",
"_rev" : "_hg5k2se--C",
"vertex" : "eve"
},
{
"_key" : "72383",
"_id" : "knows/72383",
"_from" : "persons/eve",
"_to" : "persons/bob",
"_rev" : "_hg5k2se--D",
"vertex" : "eve"
}
]Note: With the default traversal depth of 2 of the graph viewer, you may not see all edges of this graph by default.
Traversal Graph
The traversalGraph has been designed to demonstrate filters in traversals.
It has some labels to filter on it. The graph’s nodes are in a collection
called circles, and it has an edge collection edges to connect them.
Circles have unique numeric labels. Edges have two boolean attributes
(theFalse always being false, theTruth always being true) and a label
sorting B - D to the left side, G - K to the right side.
Left and right side split into paths - at B and G, which are each direct
neighbors of the root-node A. Starting from A, the graph has a depth of 3 on
all its paths.
var examples = require("@arangodb/graph-examples/example-graph");
var g = examples.loadGraph("traversalGraph");
db.circles.toArray();
db.edges.toArray();
examples.dropGraph("traversalGraph");Show output
[
{
"_key" : "A",
"_id" : "circles/A",
"_rev" : "_hg5k2vm---",
"label" : "1"
},
{
"_key" : "B",
"_id" : "circles/B",
"_rev" : "_hg5k2vm--_",
"label" : "2"
},
{
"_key" : "C",
"_id" : "circles/C",
"_rev" : "_hg5k2vm--A",
"label" : "3"
},
{
"_key" : "D",
"_id" : "circles/D",
"_rev" : "_hg5k2vq---",
"label" : "4"
},
{
"_key" : "E",
"_id" : "circles/E",
"_rev" : "_hg5k2vq--_",
"label" : "5"
},
{
"_key" : "F",
"_id" : "circles/F",
"_rev" : "_hg5k2vq--A",
"label" : "6"
},
{
"_key" : "G",
"_id" : "circles/G",
"_rev" : "_hg5k2vq--B",
"label" : "7"
},
{
"_key" : "H",
"_id" : "circles/H",
"_rev" : "_hg5k2vq--C",
"label" : "8"
},
{
"_key" : "I",
"_id" : "circles/I",
"_rev" : "_hg5k2vq--D",
"label" : "9"
},
{
"_key" : "J",
"_id" : "circles/J",
"_rev" : "_hg5k2vu---",
"label" : "10"
},
{
"_key" : "K",
"_id" : "circles/K",
"_rev" : "_hg5k2vu--_",
"label" : "11"
}
]
[
{
"_key" : "72483",
"_id" : "edges/72483",
"_from" : "circles/A",
"_to" : "circles/B",
"_rev" : "_hg5k2vu--A",
"theFalse" : false,
"theTruth" : true,
"label" : "left_bar"
},
{
"_key" : "72485",
"_id" : "edges/72485",
"_from" : "circles/B",
"_to" : "circles/C",
"_rev" : "_hg5k2vu--B",
"theFalse" : false,
"theTruth" : true,
"label" : "left_blarg"
},
{
"_key" : "72487",
"_id" : "edges/72487",
"_from" : "circles/C",
"_to" : "circles/D",
"_rev" : "_hg5k2vu--C",
"theFalse" : false,
"theTruth" : true,
"label" : "left_blorg"
},
{
"_key" : "72489",
"_id" : "edges/72489",
"_from" : "circles/B",
"_to" : "circles/E",
"_rev" : "_hg5k2vy---",
"theFalse" : false,
"theTruth" : true,
"label" : "left_blub"
},
{
"_key" : "72491",
"_id" : "edges/72491",
"_from" : "circles/E",
"_to" : "circles/F",
"_rev" : "_hg5k2vy--_",
"theFalse" : false,
"theTruth" : true,
"label" : "left_schubi"
},
{
"_key" : "72493",
"_id" : "edges/72493",
"_from" : "circles/A",
"_to" : "circles/G",
"_rev" : "_hg5k2vy--A",
"theFalse" : false,
"theTruth" : true,
"label" : "right_foo"
},
{
"_key" : "72495",
"_id" : "edges/72495",
"_from" : "circles/G",
"_to" : "circles/H",
"_rev" : "_hg5k2vy--B",
"theFalse" : false,
"theTruth" : true,
"label" : "right_blob"
},
{
"_key" : "72497",
"_id" : "edges/72497",
"_from" : "circles/H",
"_to" : "circles/I",
"_rev" : "_hg5k2v2---",
"theFalse" : false,
"theTruth" : true,
"label" : "right_blub"
},
{
"_key" : "72499",
"_id" : "edges/72499",
"_from" : "circles/G",
"_to" : "circles/J",
"_rev" : "_hg5k2v2--_",
"theFalse" : false,
"theTruth" : true,
"label" : "right_zip"
},
{
"_key" : "72501",
"_id" : "edges/72501",
"_from" : "circles/J",
"_to" : "circles/K",
"_rev" : "_hg5k2v2--A",
"theFalse" : false,
"theTruth" : true,
"label" : "right_zup"
}
]Note: With the default traversal depth of 2 of the graph viewer, you may not see all edges of this graph by default.
k Shortest Paths Graph
The nodes in the kShortestPathsGraph graph are train stations of cities in
Europe and North America. The edges represent train connections between them,
with the travel time for both directions as edge weight.
See the k Shortest Paths page for query examples.
var examples = require("@arangodb/graph-examples/example-graph");
var g = examples.loadGraph("kShortestPathsGraph");
db.places.toArray();
db.connections.toArray();
examples.dropGraph("kShortestPathsGraph");Show output
[
{
"_key" : "Inverness",
"_id" : "places/Inverness",
"_rev" : "_hg5k3Ea---",
"label" : "Inverness"
},
{
"_key" : "Aberdeen",
"_id" : "places/Aberdeen",
"_rev" : "_hg5k3Ea--_",
"label" : "Aberdeen"
},
{
"_key" : "Leuchars",
"_id" : "places/Leuchars",
"_rev" : "_hg5k3Ea--A",
"label" : "Leuchars"
},
{
"_key" : "StAndrews",
"_id" : "places/StAndrews",
"_rev" : "_hg5k3Ee---",
"label" : "StAndrews"
},
{
"_key" : "Edinburgh",
"_id" : "places/Edinburgh",
"_rev" : "_hg5k3Ee--_",
"label" : "Edinburgh"
},
{
"_key" : "Glasgow",
"_id" : "places/Glasgow",
"_rev" : "_hg5k3Ee--A",
"label" : "Glasgow"
},
{
"_key" : "York",
"_id" : "places/York",
"_rev" : "_hg5k3Ee--B",
"label" : "York"
},
{
"_key" : "Carlisle",
"_id" : "places/Carlisle",
"_rev" : "_hg5k3Ee--C",
"label" : "Carlisle"
},
{
"_key" : "Birmingham",
"_id" : "places/Birmingham",
"_rev" : "_hg5k3Ee--D",
"label" : "Birmingham"
},
{
"_key" : "London",
"_id" : "places/London",
"_rev" : "_hg5k3Ee--E",
"label" : "London"
},
{
"_key" : "Brussels",
"_id" : "places/Brussels",
"_rev" : "_hg5k3Ee--F",
"label" : "Brussels"
},
{
"_key" : "Cologne",
"_id" : "places/Cologne",
"_rev" : "_hg5k3Ei---",
"label" : "Cologne"
},
{
"_key" : "Toronto",
"_id" : "places/Toronto",
"_rev" : "_hg5k3Ei--_",
"label" : "Toronto"
},
{
"_key" : "Winnipeg",
"_id" : "places/Winnipeg",
"_rev" : "_hg5k3Ei--A",
"label" : "Winnipeg"
},
{
"_key" : "Saskatoon",
"_id" : "places/Saskatoon",
"_rev" : "_hg5k3Ei--B",
"label" : "Saskatoon"
},
{
"_key" : "Edmonton",
"_id" : "places/Edmonton",
"_rev" : "_hg5k3Ei--C",
"label" : "Edmonton"
},
{
"_key" : "Jasper",
"_id" : "places/Jasper",
"_rev" : "_hg5k3Ei--D",
"label" : "Jasper"
},
{
"_key" : "Vancouver",
"_id" : "places/Vancouver",
"_rev" : "_hg5k3Ei--E",
"label" : "Vancouver"
}
]
[
{
"_key" : "72588",
"_id" : "connections/72588",
"_from" : "places/Inverness",
"_to" : "places/Aberdeen",
"_rev" : "_hg5k3Em---",
"travelTime" : 3
},
{
"_key" : "72590",
"_id" : "connections/72590",
"_from" : "places/Aberdeen",
"_to" : "places/Inverness",
"_rev" : "_hg5k3Em--_",
"travelTime" : 2.5
},
{
"_key" : "72592",
"_id" : "connections/72592",
"_from" : "places/Aberdeen",
"_to" : "places/Leuchars",
"_rev" : "_hg5k3Em--A",
"travelTime" : 1.5
},
{
"_key" : "72594",
"_id" : "connections/72594",
"_from" : "places/Leuchars",
"_to" : "places/Aberdeen",
"_rev" : "_hg5k3Em--B",
"travelTime" : 1
},
{
"_key" : "72596",
"_id" : "connections/72596",
"_from" : "places/Leuchars",
"_to" : "places/Edinburgh",
"_rev" : "_hg5k3Em--C",
"travelTime" : 1.5
},
{
"_key" : "72598",
"_id" : "connections/72598",
"_from" : "places/Edinburgh",
"_to" : "places/Leuchars",
"_rev" : "_hg5k3Eq---",
"travelTime" : 3
},
{
"_key" : "72600",
"_id" : "connections/72600",
"_from" : "places/Edinburgh",
"_to" : "places/Glasgow",
"_rev" : "_hg5k3Eq--_",
"travelTime" : 1
},
{
"_key" : "72602",
"_id" : "connections/72602",
"_from" : "places/Glasgow",
"_to" : "places/Edinburgh",
"_rev" : "_hg5k3Eq--A",
"travelTime" : 1
},
{
"_key" : "72604",
"_id" : "connections/72604",
"_from" : "places/Edinburgh",
"_to" : "places/York",
"_rev" : "_hg5k3Eq--B",
"travelTime" : 3.5
},
{
"_key" : "72606",
"_id" : "connections/72606",
"_from" : "places/York",
"_to" : "places/Edinburgh",
"_rev" : "_hg5k3Eu---",
"travelTime" : 4
},
{
"_key" : "72608",
"_id" : "connections/72608",
"_from" : "places/Glasgow",
"_to" : "places/Carlisle",
"_rev" : "_hg5k3Eu--_",
"travelTime" : 1
},
{
"_key" : "72610",
"_id" : "connections/72610",
"_from" : "places/Carlisle",
"_to" : "places/Glasgow",
"_rev" : "_hg5k3Eu--A",
"travelTime" : 1
},
{
"_key" : "72612",
"_id" : "connections/72612",
"_from" : "places/Carlisle",
"_to" : "places/York",
"_rev" : "_hg5k3Eu--B",
"travelTime" : 2.5
},
{
"_key" : "72614",
"_id" : "connections/72614",
"_from" : "places/York",
"_to" : "places/Carlisle",
"_rev" : "_hg5k3Eu--C",
"travelTime" : 3.5
},
{
"_key" : "72616",
"_id" : "connections/72616",
"_from" : "places/Carlisle",
"_to" : "places/Birmingham",
"_rev" : "_hg5k3Ey---",
"travelTime" : 2
},
{
"_key" : "72618",
"_id" : "connections/72618",
"_from" : "places/Birmingham",
"_to" : "places/Carlisle",
"_rev" : "_hg5k3Ey--_",
"travelTime" : 1
},
{
"_key" : "72620",
"_id" : "connections/72620",
"_from" : "places/Birmingham",
"_to" : "places/London",
"_rev" : "_hg5k3Ey--A",
"travelTime" : 1.5
},
{
"_key" : "72622",
"_id" : "connections/72622",
"_from" : "places/London",
"_to" : "places/Birmingham",
"_rev" : "_hg5k3Ey--B",
"travelTime" : 2.5
},
{
"_key" : "72624",
"_id" : "connections/72624",
"_from" : "places/Leuchars",
"_to" : "places/StAndrews",
"_rev" : "_hg5k3Ey--C",
"travelTime" : 0.2
},
{
"_key" : "72626",
"_id" : "connections/72626",
"_from" : "places/StAndrews",
"_to" : "places/Leuchars",
"_rev" : "_hg5k3E2---",
"travelTime" : 0.2
},
{
"_key" : "72628",
"_id" : "connections/72628",
"_from" : "places/York",
"_to" : "places/London",
"_rev" : "_hg5k3E2--_",
"travelTime" : 1.8
},
{
"_key" : "72630",
"_id" : "connections/72630",
"_from" : "places/London",
"_to" : "places/York",
"_rev" : "_hg5k3E2--A",
"travelTime" : 2
},
{
"_key" : "72632",
"_id" : "connections/72632",
"_from" : "places/London",
"_to" : "places/Brussels",
"_rev" : "_hg5k3E2--B",
"travelTime" : 2.5
},
{
"_key" : "72634",
"_id" : "connections/72634",
"_from" : "places/Brussels",
"_to" : "places/London",
"_rev" : "_hg5k3E2--C",
"travelTime" : 3.5
},
{
"_key" : "72636",
"_id" : "connections/72636",
"_from" : "places/Brussels",
"_to" : "places/Cologne",
"_rev" : "_hg5k3E6---",
"travelTime" : 2
},
{
"_key" : "72638",
"_id" : "connections/72638",
"_from" : "places/Cologne",
"_to" : "places/Brussels",
"_rev" : "_hg5k3E6--_",
"travelTime" : 1.5
},
{
"_key" : "72640",
"_id" : "connections/72640",
"_from" : "places/Toronto",
"_to" : "places/Winnipeg",
"_rev" : "_hg5k3E6--A",
"travelTime" : 36
},
{
"_key" : "72642",
"_id" : "connections/72642",
"_from" : "places/Winnipeg",
"_to" : "places/Toronto",
"_rev" : "_hg5k3E6--B",
"travelTime" : 35
},
{
"_key" : "72644",
"_id" : "connections/72644",
"_from" : "places/Winnipeg",
"_to" : "places/Saskatoon",
"_rev" : "_hg5k3F----",
"travelTime" : 12
},
{
"_key" : "72646",
"_id" : "connections/72646",
"_from" : "places/Saskatoon",
"_to" : "places/Winnipeg",
"_rev" : "_hg5k3F---_",
"travelTime" : 5
},
{
"_key" : "72648",
"_id" : "connections/72648",
"_from" : "places/Saskatoon",
"_to" : "places/Edmonton",
"_rev" : "_hg5k3F---A",
"travelTime" : 12
},
{
"_key" : "72650",
"_id" : "connections/72650",
"_from" : "places/Edmonton",
"_to" : "places/Saskatoon",
"_rev" : "_hg5k3F---B",
"travelTime" : 17
},
{
"_key" : "72652",
"_id" : "connections/72652",
"_from" : "places/Edmonton",
"_to" : "places/Jasper",
"_rev" : "_hg5k3F---C",
"travelTime" : 6
},
{
"_key" : "72654",
"_id" : "connections/72654",
"_from" : "places/Jasper",
"_to" : "places/Edmonton",
"_rev" : "_hg5k3F---D",
"travelTime" : 5
},
{
"_key" : "72656",
"_id" : "connections/72656",
"_from" : "places/Jasper",
"_to" : "places/Vancouver",
"_rev" : "_hg5k3FC---",
"travelTime" : 12
},
{
"_key" : "72658",
"_id" : "connections/72658",
"_from" : "places/Vancouver",
"_to" : "places/Jasper",
"_rev" : "_hg5k3FC--_",
"travelTime" : 13
}
]Mps Graph
The mps_graph has been created to demonstrate shortest path algorithms and
the abbreviation stands for multiple path search.
The example graph consists of nodes in the mps_verts collection and edges
in the mps_edges collection. It is a simple traversal graph with start node
A and end node C.
With the Shortest Path algorithm, you either get the shortest path A - B - C or A - D - C. With the All Shortest Paths algorithm, both shortest paths are returned.
Example of how to create the graph, inspect its nodes and edges, and delete it again:
var examples = require("@arangodb/graph-examples/example-graph");
var g = examples.loadGraph("mps_graph");
db.mps_verts.toArray();
db.mps_edges.toArray();
examples.dropGraph("mps_graph");Show output
[
{
"_key" : "A",
"_id" : "mps_verts/A",
"_rev" : "_hg5k3lS---"
},
{
"_key" : "B",
"_id" : "mps_verts/B",
"_rev" : "_hg5k3lS--_"
},
{
"_key" : "C",
"_id" : "mps_verts/C",
"_rev" : "_hg5k3lS--A"
},
{
"_key" : "D",
"_id" : "mps_verts/D",
"_rev" : "_hg5k3lW---"
},
{
"_key" : "E",
"_id" : "mps_verts/E",
"_rev" : "_hg5k3lW--_"
},
{
"_key" : "F",
"_id" : "mps_verts/F",
"_rev" : "_hg5k3la---"
}
]
[
{
"_key" : "72756",
"_id" : "mps_edges/72756",
"_from" : "mps_verts/A",
"_to" : "mps_verts/B",
"_rev" : "_hg5k3la--_",
"vertex" : "A"
},
{
"_key" : "72758",
"_id" : "mps_edges/72758",
"_from" : "mps_verts/A",
"_to" : "mps_verts/E",
"_rev" : "_hg5k3la--A",
"vertex" : "A"
},
{
"_key" : "72760",
"_id" : "mps_edges/72760",
"_from" : "mps_verts/A",
"_to" : "mps_verts/D",
"_rev" : "_hg5k3le---",
"vertex" : "A"
},
{
"_key" : "72762",
"_id" : "mps_edges/72762",
"_from" : "mps_verts/B",
"_to" : "mps_verts/C",
"_rev" : "_hg5k3le--_",
"vertex" : "B"
},
{
"_key" : "72764",
"_id" : "mps_edges/72764",
"_from" : "mps_verts/D",
"_to" : "mps_verts/C",
"_rev" : "_hg5k3le--A",
"vertex" : "D"
},
{
"_key" : "72766",
"_id" : "mps_edges/72766",
"_from" : "mps_verts/E",
"_to" : "mps_verts/F",
"_rev" : "_hg5k3li---",
"vertex" : "E"
},
{
"_key" : "72768",
"_id" : "mps_edges/72768",
"_from" : "mps_verts/F",
"_to" : "mps_verts/C",
"_rev" : "_hg5k3li--_",
"vertex" : "F"
}
]World Graph
The worldCountry graph has as node structure as follows:
world → continent → country → capital
In some cases, edge directions aren’t forward. Therefore, it may get displayed disjunct in the graph viewer.
You can create the graph as a named graph using the name worldCountry, or as
an anonymous graph (node and edge collections only) using the name
worldCountryUnManaged.
var examples = require("@arangodb/graph-examples/example-graph");
var g = examples.loadGraph("worldCountry");
db.worldVertices.toArray();
db.worldEdges.toArray();
examples.dropGraph("worldCountry");
var g = examples.loadGraph("worldCountryUnManaged");
examples.dropGraph("worldCountryUnManaged");Show output
[
{
"_key" : "world",
"_id" : "worldVertices/world",
"_rev" : "_hg5k31m---",
"name" : "World",
"type" : "root"
},
{
"_key" : "continent-africa",
"_id" : "worldVertices/continent-africa",
"_rev" : "_hg5k31m--_",
"name" : "Africa",
"type" : "continent"
},
{
"_key" : "continent-asia",
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"name" : "Asia",
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},
{
"_key" : "continent-australia",
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"_rev" : "_hg5k31m--B",
"name" : "Australia",
"type" : "continent"
},
{
"_key" : "continent-europe",
"_id" : "worldVertices/continent-europe",
"_rev" : "_hg5k31q---",
"name" : "Europe",
"type" : "continent"
},
{
"_key" : "continent-north-america",
"_id" : "worldVertices/continent-north-america",
"_rev" : "_hg5k31q--_",
"name" : "North America",
"type" : "continent"
},
{
"_key" : "continent-south-america",
"_id" : "worldVertices/continent-south-america",
"_rev" : "_hg5k31q--A",
"name" : "South America",
"type" : "continent"
},
{
"_key" : "country-afghanistan",
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"name" : "Afghanistan",
"type" : "country",
"code" : "AFG"
},
{
"_key" : "country-albania",
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"_rev" : "_hg5k31q--C",
"name" : "Albania",
"type" : "country",
"code" : "ALB"
},
{
"_key" : "country-algeria",
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"_rev" : "_hg5k31q--D",
"name" : "Algeria",
"type" : "country",
"code" : "DZA"
},
{
"_key" : "country-andorra",
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"_rev" : "_hg5k31u---",
"name" : "Andorra",
"type" : "country",
"code" : "AND"
},
{
"_key" : "country-angola",
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"_rev" : "_hg5k31u--_",
"name" : "Angola",
"type" : "country",
"code" : "AGO"
},
{
"_key" : "country-antigua-and-barbuda",
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"_rev" : "_hg5k31u--A",
"name" : "Antigua and Barbuda",
"type" : "country",
"code" : "ATG"
},
{
"_key" : "country-argentina",
"_id" : "worldVertices/country-argentina",
"_rev" : "_hg5k31u--B",
"name" : "Argentina",
"type" : "country",
"code" : "ARG"
},
{
"_key" : "country-australia",
"_id" : "worldVertices/country-australia",
"_rev" : "_hg5k31u--C",
"name" : "Australia",
"type" : "country",
"code" : "AUS"
},
{
"_key" : "country-austria",
"_id" : "worldVertices/country-austria",
"_rev" : "_hg5k31u--D",
"name" : "Austria",
"type" : "country",
"code" : "AUT"
},
{
"_key" : "country-bahamas",
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"_rev" : "_hg5k31y---",
"name" : "Bahamas",
"type" : "country",
"code" : "BHS"
},
{
"_key" : "country-bahrain",
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"_rev" : "_hg5k31y--_",
"name" : "Bahrain",
"type" : "country",
"code" : "BHR"
},
{
"_key" : "country-bangladesh",
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"_rev" : "_hg5k31y--A",
"name" : "Bangladesh",
"type" : "country",
"code" : "BGD"
},
{
"_key" : "country-barbados",
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"_rev" : "_hg5k31y--B",
"name" : "Barbados",
"type" : "country",
"code" : "BRB"
},
{
"_key" : "country-belgium",
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"_rev" : "_hg5k31y--C",
"name" : "Belgium",
"type" : "country",
"code" : "BEL"
},
{
"_key" : "country-bhutan",
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"_rev" : "_hg5k31y--D",
"name" : "Bhutan",
"type" : "country",
"code" : "BTN"
},
{
"_key" : "country-bolivia",
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"_rev" : "_hg5k312---",
"name" : "Bolivia",
"type" : "country",
"code" : "BOL"
},
{
"_key" : "country-bosnia-and-herzegovina",
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"_rev" : "_hg5k312--_",
"name" : "Bosnia and Herzegovina",
"type" : "country",
"code" : "BIH"
},
{
"_key" : "country-botswana",
"_id" : "worldVertices/country-botswana",
"_rev" : "_hg5k312--A",
"name" : "Botswana",
"type" : "country",
"code" : "BWA"
},
{
"_key" : "country-brazil",
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"_rev" : "_hg5k312--B",
"name" : "Brazil",
"type" : "country",
"code" : "BRA"
},
{
"_key" : "country-brunei",
"_id" : "worldVertices/country-brunei",
"_rev" : "_hg5k312--C",
"name" : "Brunei",
"type" : "country",
"code" : "BRN"
},
{
"_key" : "country-bulgaria",
"_id" : "worldVertices/country-bulgaria",
"_rev" : "_hg5k316---",
"name" : "Bulgaria",
"type" : "country",
"code" : "BGR"
},
{
"_key" : "country-burkina-faso",
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"_rev" : "_hg5k316--_",
"name" : "Burkina Faso",
"type" : "country",
"code" : "BFA"
},
{
"_key" : "country-burundi",
"_id" : "worldVertices/country-burundi",
"_rev" : "_hg5k316--A",
"name" : "Burundi",
"type" : "country",
"code" : "BDI"
},
{
"_key" : "country-cambodia",
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"_rev" : "_hg5k316--B",
"name" : "Cambodia",
"type" : "country",
"code" : "KHM"
},
{
"_key" : "country-cameroon",
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"_rev" : "_hg5k316--C",
"name" : "Cameroon",
"type" : "country",
"code" : "CMR"
},
{
"_key" : "country-canada",
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"_rev" : "_hg5k316--D",
"name" : "Canada",
"type" : "country",
"code" : "CAN"
},
{
"_key" : "country-chad",
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"_rev" : "_hg5k316--E",
"name" : "Chad",
"type" : "country",
"code" : "TCD"
},
{
"_key" : "country-chile",
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"_rev" : "_hg5k32----",
"name" : "Chile",
"type" : "country",
"code" : "CHL"
},
{
"_key" : "country-colombia",
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"_rev" : "_hg5k32---_",
"name" : "Colombia",
"type" : "country",
"code" : "COL"
},
{
"_key" : "country-cote-d-ivoire",
"_id" : "worldVertices/country-cote-d-ivoire",
"_rev" : "_hg5k32---A",
"name" : "Cote d'Ivoire",
"type" : "country",
"code" : "CIV"
},
{
"_key" : "country-croatia",
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"_rev" : "_hg5k32---B",
"name" : "Croatia",
"type" : "country",
"code" : "HRV"
},
{
"_key" : "country-czech-republic",
"_id" : "worldVertices/country-czech-republic",
"_rev" : "_hg5k32---C",
"name" : "Czech Republic",
"type" : "country",
"code" : "CZE"
},
{
"_key" : "country-denmark",
"_id" : "worldVertices/country-denmark",
"_rev" : "_hg5k32---D",
"name" : "Denmark",
"type" : "country",
"code" : "DNK"
},
{
"_key" : "country-ecuador",
"_id" : "worldVertices/country-ecuador",
"_rev" : "_hg5k32C---",
"name" : "Ecuador",
"type" : "country",
"code" : "ECU"
},
{
"_key" : "country-egypt",
"_id" : "worldVertices/country-egypt",
"_rev" : "_hg5k32C--_",
"name" : "Egypt",
"type" : "country",
"code" : "EGY"
},
{
"_key" : "country-eritrea",
"_id" : "worldVertices/country-eritrea",
"_rev" : "_hg5k32C--A",
"name" : "Eritrea",
"type" : "country",
"code" : "ERI"
},
{
"_key" : "country-finland",
"_id" : "worldVertices/country-finland",
"_rev" : "_hg5k32C--B",
"name" : "Finland",
"type" : "country",
"code" : "FIN"
},
{
"_key" : "country-france",
"_id" : "worldVertices/country-france",
"_rev" : "_hg5k32C--C",
"name" : "France",
"type" : "country",
"code" : "FRA"
},
{
"_key" : "country-germany",
"_id" : "worldVertices/country-germany",
"_rev" : "_hg5k32C--D",
"name" : "Germany",
"type" : "country",
"code" : "DEU"
},
{
"_key" : "country-people-s-republic-of-china",
"_id" : "worldVertices/country-people-s-republic-of-china",
"_rev" : "_hg5k32K---",
"name" : "People's Republic of China",
"type" : "country",
"code" : "CHN"
},
{
"_key" : "capital-algiers",
"_id" : "worldVertices/capital-algiers",
"_rev" : "_hg5k32K--_",
"name" : "Algiers",
"type" : "capital"
},
{
"_key" : "capital-andorra-la-vella",
"_id" : "worldVertices/capital-andorra-la-vella",
"_rev" : "_hg5k32K--A",
"name" : "Andorra la Vella",
"type" : "capital"
},
{
"_key" : "capital-asmara",
"_id" : "worldVertices/capital-asmara",
"_rev" : "_hg5k32K--B",
"name" : "Asmara",
"type" : "capital"
},
{
"_key" : "capital-bandar-seri-begawan",
"_id" : "worldVertices/capital-bandar-seri-begawan",
"_rev" : "_hg5k32K--C",
"name" : "Bandar Seri Begawan",
"type" : "capital"
},
{
"_key" : "capital-beijing",
"_id" : "worldVertices/capital-beijing",
"_rev" : "_hg5k32O---",
"name" : "Beijing",
"type" : "capital"
},
{
"_key" : "capital-berlin",
"_id" : "worldVertices/capital-berlin",
"_rev" : "_hg5k32O--_",
"name" : "Berlin",
"type" : "capital"
},
{
"_key" : "capital-bogota",
"_id" : "worldVertices/capital-bogota",
"_rev" : "_hg5k32O--A",
"name" : "Bogota",
"type" : "capital"
},
{
"_key" : "capital-brasilia",
"_id" : "worldVertices/capital-brasilia",
"_rev" : "_hg5k32S---",
"name" : "Brasilia",
"type" : "capital"
},
{
"_key" : "capital-bridgetown",
"_id" : "worldVertices/capital-bridgetown",
"_rev" : "_hg5k32S--_",
"name" : "Bridgetown",
"type" : "capital"
},
{
"_key" : "capital-brussels",
"_id" : "worldVertices/capital-brussels",
"_rev" : "_hg5k32W---",
"name" : "Brussels",
"type" : "capital"
},
{
"_key" : "capital-buenos-aires",
"_id" : "worldVertices/capital-buenos-aires",
"_rev" : "_hg5k32W--_",
"name" : "Buenos Aires",
"type" : "capital"
},
{
"_key" : "capital-bujumbura",
"_id" : "worldVertices/capital-bujumbura",
"_rev" : "_hg5k32W--A",
"name" : "Bujumbura",
"type" : "capital"
},
{
"_key" : "capital-cairo",
"_id" : "worldVertices/capital-cairo",
"_rev" : "_hg5k32W--B",
"name" : "Cairo",
"type" : "capital"
},
{
"_key" : "capital-canberra",
"_id" : "worldVertices/capital-canberra",
"_rev" : "_hg5k32W--C",
"name" : "Canberra",
"type" : "capital"
},
{
"_key" : "capital-copenhagen",
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"_rev" : "_hg5k32a---",
"name" : "Copenhagen",
"type" : "capital"
},
{
"_key" : "capital-dhaka",
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"_rev" : "_hg5k32a--_",
"name" : "Dhaka",
"type" : "capital"
},
{
"_key" : "capital-gaborone",
"_id" : "worldVertices/capital-gaborone",
"_rev" : "_hg5k32a--A",
"name" : "Gaborone",
"type" : "capital"
},
{
"_key" : "capital-helsinki",
"_id" : "worldVertices/capital-helsinki",
"_rev" : "_hg5k32a--B",
"name" : "Helsinki",
"type" : "capital"
},
{
"_key" : "capital-kabul",
"_id" : "worldVertices/capital-kabul",
"_rev" : "_hg5k32a--C",
"name" : "Kabul",
"type" : "capital"
},
{
"_key" : "capital-la-paz",
"_id" : "worldVertices/capital-la-paz",
"_rev" : "_hg5k32a--D",
"name" : "La Paz",
"type" : "capital"
},
{
"_key" : "capital-luanda",
"_id" : "worldVertices/capital-luanda",
"_rev" : "_hg5k32e---",
"name" : "Luanda",
"type" : "capital"
},
{
"_key" : "capital-manama",
"_id" : "worldVertices/capital-manama",
"_rev" : "_hg5k32e--_",
"name" : "Manama",
"type" : "capital"
},
{
"_key" : "capital-nassau",
"_id" : "worldVertices/capital-nassau",
"_rev" : "_hg5k32e--A",
"name" : "Nassau",
"type" : "capital"
},
{
"_key" : "capital-n-djamena",
"_id" : "worldVertices/capital-n-djamena",
"_rev" : "_hg5k32e--B",
"name" : "N'Djamena",
"type" : "capital"
},
{
"_key" : "capital-ottawa",
"_id" : "worldVertices/capital-ottawa",
"_rev" : "_hg5k32e--C",
"name" : "Ottawa",
"type" : "capital"
},
{
"_key" : "capital-ouagadougou",
"_id" : "worldVertices/capital-ouagadougou",
"_rev" : "_hg5k32e--D",
"name" : "Ouagadougou",
"type" : "capital"
},
{
"_key" : "capital-paris",
"_id" : "worldVertices/capital-paris",
"_rev" : "_hg5k32i---",
"name" : "Paris",
"type" : "capital"
},
{
"_key" : "capital-phnom-penh",
"_id" : "worldVertices/capital-phnom-penh",
"_rev" : "_hg5k32i--_",
"name" : "Phnom Penh",
"type" : "capital"
},
{
"_key" : "capital-prague",
"_id" : "worldVertices/capital-prague",
"_rev" : "_hg5k32i--A",
"name" : "Prague",
"type" : "capital"
},
{
"_key" : "capital-quito",
"_id" : "worldVertices/capital-quito",
"_rev" : "_hg5k32i--B",
"name" : "Quito",
"type" : "capital"
},
{
"_key" : "capital-saint-john-s",
"_id" : "worldVertices/capital-saint-john-s",
"_rev" : "_hg5k32i--C",
"name" : "Saint John's",
"type" : "capital"
},
{
"_key" : "capital-santiago",
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"_rev" : "_hg5k32i--D",
"name" : "Santiago",
"type" : "capital"
},
{
"_key" : "capital-sarajevo",
"_id" : "worldVertices/capital-sarajevo",
"_rev" : "_hg5k32i--E",
"name" : "Sarajevo",
"type" : "capital"
},
{
"_key" : "capital-sofia",
"_id" : "worldVertices/capital-sofia",
"_rev" : "_hg5k32m---",
"name" : "Sofia",
"type" : "capital"
},
{
"_key" : "capital-thimphu",
"_id" : "worldVertices/capital-thimphu",
"_rev" : "_hg5k32m--_",
"name" : "Thimphu",
"type" : "capital"
},
{
"_key" : "capital-tirana",
"_id" : "worldVertices/capital-tirana",
"_rev" : "_hg5k32m--A",
"name" : "Tirana",
"type" : "capital"
},
{
"_key" : "capital-vienna",
"_id" : "worldVertices/capital-vienna",
"_rev" : "_hg5k32m--B",
"name" : "Vienna",
"type" : "capital"
},
{
"_key" : "capital-yamoussoukro",
"_id" : "worldVertices/capital-yamoussoukro",
"_rev" : "_hg5k32m--C",
"name" : "Yamoussoukro",
"type" : "capital"
},
{
"_key" : "capital-yaounde",
"_id" : "worldVertices/capital-yaounde",
"_rev" : "_hg5k32m--D",
"name" : "Yaounde",
"type" : "capital"
},
{
"_key" : "capital-zagreb",
"_id" : "worldVertices/capital-zagreb",
"_rev" : "_hg5k32m--E",
"name" : "Zagreb",
"type" : "capital"
}
]
[
{
"_key" : "72940",
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"_to" : "worldVertices/world",
"_rev" : "_hg5k32q---",
"type" : "is-in"
},
{
"_key" : "72942",
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},
{
"_key" : "72944",
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},
{
"_key" : "72946",
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},
{
"_key" : "72948",
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},
{
"_key" : "72950",
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"_to" : "worldVertices/world",
"_rev" : "_hg5k32q--D",
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},
{
"_key" : "72952",
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"_rev" : "_hg5k32u---",
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},
{
"_key" : "72954",
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"_to" : "worldVertices/continent-europe",
"_rev" : "_hg5k32u--_",
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},
{
"_key" : "72956",
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"_to" : "worldVertices/continent-africa",
"_rev" : "_hg5k32u--A",
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},
{
"_key" : "72958",
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"_to" : "worldVertices/continent-europe",
"_rev" : "_hg5k32u--B",
"type" : "is-in"
},
{
"_key" : "72960",
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"_from" : "worldVertices/country-angola",
"_to" : "worldVertices/continent-africa",
"_rev" : "_hg5k32u--C",
"type" : "is-in"
},
{
"_key" : "72962",
"_id" : "worldEdges/72962",
"_from" : "worldVertices/country-antigua-and-barbuda",
"_to" : "worldVertices/continent-north-america",
"_rev" : "_hg5k32y---",
"type" : "is-in"
},
{
"_key" : "72964",
"_id" : "worldEdges/72964",
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"_to" : "worldVertices/continent-south-america",
"_rev" : "_hg5k32y--_",
"type" : "is-in"
},
{
"_key" : "72966",
"_id" : "worldEdges/72966",
"_from" : "worldVertices/country-australia",
"_to" : "worldVertices/continent-australia",
"_rev" : "_hg5k32y--A",
"type" : "is-in"
},
{
"_key" : "72968",
"_id" : "worldEdges/72968",
"_from" : "worldVertices/country-austria",
"_to" : "worldVertices/continent-europe",
"_rev" : "_hg5k32y--B",
"type" : "is-in"
},
{
"_key" : "72970",
"_id" : "worldEdges/72970",
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"_to" : "worldVertices/continent-north-america",
"_rev" : "_hg5k32y--C",
"type" : "is-in"
},
{
"_key" : "72972",
"_id" : "worldEdges/72972",
"_from" : "worldVertices/country-bahrain",
"_to" : "worldVertices/continent-asia",
"_rev" : "_hg5k32y--D",
"type" : "is-in"
},
{
"_key" : "72974",
"_id" : "worldEdges/72974",
"_from" : "worldVertices/country-bangladesh",
"_to" : "worldVertices/continent-asia",
"_rev" : "_hg5k322---",
"type" : "is-in"
},
{
"_key" : "72976",
"_id" : "worldEdges/72976",
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"_to" : "worldVertices/continent-north-america",
"_rev" : "_hg5k322--_",
"type" : "is-in"
},
{
"_key" : "72978",
"_id" : "worldEdges/72978",
"_from" : "worldVertices/country-belgium",
"_to" : "worldVertices/continent-europe",
"_rev" : "_hg5k322--A",
"type" : "is-in"
},
{
"_key" : "72980",
"_id" : "worldEdges/72980",
"_from" : "worldVertices/country-bhutan",
"_to" : "worldVertices/continent-asia",
"_rev" : "_hg5k322--B",
"type" : "is-in"
},
{
"_key" : "72982",
"_id" : "worldEdges/72982",
"_from" : "worldVertices/country-bolivia",
"_to" : "worldVertices/continent-south-america",
"_rev" : "_hg5k322--C",
"type" : "is-in"
},
{
"_key" : "72984",
"_id" : "worldEdges/72984",
"_from" : "worldVertices/country-bosnia-and-herzegovina",
"_to" : "worldVertices/continent-europe",
"_rev" : "_hg5k322--D",
"type" : "is-in"
},
{
"_key" : "72986",
"_id" : "worldEdges/72986",
"_from" : "worldVertices/country-botswana",
"_to" : "worldVertices/continent-africa",
"_rev" : "_hg5k326---",
"type" : "is-in"
},
{
"_key" : "72988",
"_id" : "worldEdges/72988",
"_from" : "worldVertices/country-brazil",
"_to" : "worldVertices/continent-south-america",
"_rev" : "_hg5k326--_",
"type" : "is-in"
},
{
"_key" : "72990",
"_id" : "worldEdges/72990",
"_from" : "worldVertices/country-brunei",
"_to" : "worldVertices/continent-asia",
"_rev" : "_hg5k326--A",
"type" : "is-in"
},
{
"_key" : "72992",
"_id" : "worldEdges/72992",
"_from" : "worldVertices/country-bulgaria",
"_to" : "worldVertices/continent-europe",
"_rev" : "_hg5k326--B",
"type" : "is-in"
},
{
"_key" : "72994",
"_id" : "worldEdges/72994",
"_from" : "worldVertices/country-burkina-faso",
"_to" : "worldVertices/continent-africa",
"_rev" : "_hg5k326--C",
"type" : "is-in"
},
{
"_key" : "72996",
"_id" : "worldEdges/72996",
"_from" : "worldVertices/country-burundi",
"_to" : "worldVertices/continent-africa",
"_rev" : "_hg5k326--D",
"type" : "is-in"
},
{
"_key" : "72998",
"_id" : "worldEdges/72998",
"_from" : "worldVertices/country-cambodia",
"_to" : "worldVertices/continent-asia",
"_rev" : "_hg5k33----",
"type" : "is-in"
},
{
"_key" : "73000",
"_id" : "worldEdges/73000",
"_from" : "worldVertices/country-cameroon",
"_to" : "worldVertices/continent-africa",
"_rev" : "_hg5k33---_",
"type" : "is-in"
},
{
"_key" : "73002",
"_id" : "worldEdges/73002",
"_from" : "worldVertices/country-canada",
"_to" : "worldVertices/continent-north-america",
"_rev" : "_hg5k33---A",
"type" : "is-in"
},
{
"_key" : "73004",
"_id" : "worldEdges/73004",
"_from" : "worldVertices/country-chad",
"_to" : "worldVertices/continent-africa",
"_rev" : "_hg5k33---B",
"type" : "is-in"
},
{
"_key" : "73006",
"_id" : "worldEdges/73006",
"_from" : "worldVertices/country-chile",
"_to" : "worldVertices/continent-south-america",
"_rev" : "_hg5k33---C",
"type" : "is-in"
},
{
"_key" : "73008",
"_id" : "worldEdges/73008",
"_from" : "worldVertices/country-colombia",
"_to" : "worldVertices/continent-south-america",
"_rev" : "_hg5k33C---",
"type" : "is-in"
},
{
"_key" : "73010",
"_id" : "worldEdges/73010",
"_from" : "worldVertices/country-cote-d-ivoire",
"_to" : "worldVertices/continent-africa",
"_rev" : "_hg5k33C--_",
"type" : "is-in"
},
{
"_key" : "73012",
"_id" : "worldEdges/73012",
"_from" : "worldVertices/country-croatia",
"_to" : "worldVertices/continent-europe",
"_rev" : "_hg5k33C--A",
"type" : "is-in"
},
{
"_key" : "73014",
"_id" : "worldEdges/73014",
"_from" : "worldVertices/country-czech-republic",
"_to" : "worldVertices/continent-europe",
"_rev" : "_hg5k33C--B",
"type" : "is-in"
},
{
"_key" : "73016",
"_id" : "worldEdges/73016",
"_from" : "worldVertices/country-denmark",
"_to" : "worldVertices/continent-europe",
"_rev" : "_hg5k33C--C",
"type" : "is-in"
},
{
"_key" : "73018",
"_id" : "worldEdges/73018",
"_from" : "worldVertices/country-ecuador",
"_to" : "worldVertices/continent-south-america",
"_rev" : "_hg5k33G---",
"type" : "is-in"
},
{
"_key" : "73020",
"_id" : "worldEdges/73020",
"_from" : "worldVertices/country-egypt",
"_to" : "worldVertices/continent-africa",
"_rev" : "_hg5k33G--_",
"type" : "is-in"
},
{
"_key" : "73022",
"_id" : "worldEdges/73022",
"_from" : "worldVertices/country-eritrea",
"_to" : "worldVertices/continent-africa",
"_rev" : "_hg5k33G--A",
"type" : "is-in"
},
{
"_key" : "73024",
"_id" : "worldEdges/73024",
"_from" : "worldVertices/country-finland",
"_to" : "worldVertices/continent-europe",
"_rev" : "_hg5k33G--B",
"type" : "is-in"
},
{
"_key" : "73026",
"_id" : "worldEdges/73026",
"_from" : "worldVertices/country-france",
"_to" : "worldVertices/continent-europe",
"_rev" : "_hg5k33G--C",
"type" : "is-in"
},
{
"_key" : "73028",
"_id" : "worldEdges/73028",
"_from" : "worldVertices/country-germany",
"_to" : "worldVertices/continent-europe",
"_rev" : "_hg5k33G--D",
"type" : "is-in"
},
{
"_key" : "73030",
"_id" : "worldEdges/73030",
"_from" : "worldVertices/country-people-s-republic-of-china",
"_to" : "worldVertices/continent-asia",
"_rev" : "_hg5k33K---",
"type" : "is-in"
},
{
"_key" : "73032",
"_id" : "worldEdges/73032",
"_from" : "worldVertices/capital-algiers",
"_to" : "worldVertices/country-algeria",
"_rev" : "_hg5k33K--_",
"type" : "is-in"
},
{
"_key" : "73034",
"_id" : "worldEdges/73034",
"_from" : "worldVertices/capital-andorra-la-vella",
"_to" : "worldVertices/country-andorra",
"_rev" : "_hg5k33K--A",
"type" : "is-in"
},
{
"_key" : "73036",
"_id" : "worldEdges/73036",
"_from" : "worldVertices/capital-asmara",
"_to" : "worldVertices/country-eritrea",
"_rev" : "_hg5k33K--B",
"type" : "is-in"
},
{
"_key" : "73038",
"_id" : "worldEdges/73038",
"_from" : "worldVertices/capital-bandar-seri-begawan",
"_to" : "worldVertices/country-brunei",
"_rev" : "_hg5k33K--C",
"type" : "is-in"
},
{
"_key" : "73040",
"_id" : "worldEdges/73040",
"_from" : "worldVertices/capital-beijing",
"_to" : "worldVertices/country-people-s-republic-of-china",
"_rev" : "_hg5k33O---",
"type" : "is-in"
},
{
"_key" : "73042",
"_id" : "worldEdges/73042",
"_from" : "worldVertices/capital-berlin",
"_to" : "worldVertices/country-germany",
"_rev" : "_hg5k33O--_",
"type" : "is-in"
},
{
"_key" : "73044",
"_id" : "worldEdges/73044",
"_from" : "worldVertices/capital-bogota",
"_to" : "worldVertices/country-colombia",
"_rev" : "_hg5k33O--A",
"type" : "is-in"
},
{
"_key" : "73046",
"_id" : "worldEdges/73046",
"_from" : "worldVertices/capital-brasilia",
"_to" : "worldVertices/country-brazil",
"_rev" : "_hg5k33O--B",
"type" : "is-in"
},
{
"_key" : "73048",
"_id" : "worldEdges/73048",
"_from" : "worldVertices/capital-bridgetown",
"_to" : "worldVertices/country-barbados",
"_rev" : "_hg5k33O--C",
"type" : "is-in"
},
{
"_key" : "73050",
"_id" : "worldEdges/73050",
"_from" : "worldVertices/capital-brussels",
"_to" : "worldVertices/country-belgium",
"_rev" : "_hg5k33O--D",
"type" : "is-in"
},
{
"_key" : "73052",
"_id" : "worldEdges/73052",
"_from" : "worldVertices/capital-buenos-aires",
"_to" : "worldVertices/country-argentina",
"_rev" : "_hg5k33S---",
"type" : "is-in"
},
{
"_key" : "73054",
"_id" : "worldEdges/73054",
"_from" : "worldVertices/capital-bujumbura",
"_to" : "worldVertices/country-burundi",
"_rev" : "_hg5k33S--_",
"type" : "is-in"
},
{
"_key" : "73056",
"_id" : "worldEdges/73056",
"_from" : "worldVertices/capital-cairo",
"_to" : "worldVertices/country-egypt",
"_rev" : "_hg5k33S--A",
"type" : "is-in"
},
{
"_key" : "73058",
"_id" : "worldEdges/73058",
"_from" : "worldVertices/capital-canberra",
"_to" : "worldVertices/country-australia",
"_rev" : "_hg5k33S--B",
"type" : "is-in"
},
{
"_key" : "73060",
"_id" : "worldEdges/73060",
"_from" : "worldVertices/capital-copenhagen",
"_to" : "worldVertices/country-denmark",
"_rev" : "_hg5k33S--C",
"type" : "is-in"
},
{
"_key" : "73062",
"_id" : "worldEdges/73062",
"_from" : "worldVertices/capital-dhaka",
"_to" : "worldVertices/country-bangladesh",
"_rev" : "_hg5k33S--D",
"type" : "is-in"
},
{
"_key" : "73064",
"_id" : "worldEdges/73064",
"_from" : "worldVertices/capital-gaborone",
"_to" : "worldVertices/country-botswana",
"_rev" : "_hg5k33W---",
"type" : "is-in"
},
{
"_key" : "73066",
"_id" : "worldEdges/73066",
"_from" : "worldVertices/capital-helsinki",
"_to" : "worldVertices/country-finland",
"_rev" : "_hg5k33W--_",
"type" : "is-in"
},
{
"_key" : "73068",
"_id" : "worldEdges/73068",
"_from" : "worldVertices/capital-kabul",
"_to" : "worldVertices/country-afghanistan",
"_rev" : "_hg5k33W--A",
"type" : "is-in"
},
{
"_key" : "73070",
"_id" : "worldEdges/73070",
"_from" : "worldVertices/capital-la-paz",
"_to" : "worldVertices/country-bolivia",
"_rev" : "_hg5k33W--B",
"type" : "is-in"
},
{
"_key" : "73072",
"_id" : "worldEdges/73072",
"_from" : "worldVertices/capital-luanda",
"_to" : "worldVertices/country-angola",
"_rev" : "_hg5k33W--C",
"type" : "is-in"
},
{
"_key" : "73074",
"_id" : "worldEdges/73074",
"_from" : "worldVertices/capital-manama",
"_to" : "worldVertices/country-bahrain",
"_rev" : "_hg5k33W--D",
"type" : "is-in"
},
{
"_key" : "73076",
"_id" : "worldEdges/73076",
"_from" : "worldVertices/capital-nassau",
"_to" : "worldVertices/country-bahamas",
"_rev" : "_hg5k33W--E",
"type" : "is-in"
},
{
"_key" : "73078",
"_id" : "worldEdges/73078",
"_from" : "worldVertices/capital-n-djamena",
"_to" : "worldVertices/country-chad",
"_rev" : "_hg5k33a---",
"type" : "is-in"
},
{
"_key" : "73080",
"_id" : "worldEdges/73080",
"_from" : "worldVertices/capital-ottawa",
"_to" : "worldVertices/country-canada",
"_rev" : "_hg5k33a--_",
"type" : "is-in"
},
{
"_key" : "73082",
"_id" : "worldEdges/73082",
"_from" : "worldVertices/capital-ouagadougou",
"_to" : "worldVertices/country-burkina-faso",
"_rev" : "_hg5k33a--A",
"type" : "is-in"
},
{
"_key" : "73084",
"_id" : "worldEdges/73084",
"_from" : "worldVertices/capital-paris",
"_to" : "worldVertices/country-france",
"_rev" : "_hg5k33a--B",
"type" : "is-in"
},
{
"_key" : "73086",
"_id" : "worldEdges/73086",
"_from" : "worldVertices/capital-phnom-penh",
"_to" : "worldVertices/country-cambodia",
"_rev" : "_hg5k33a--C",
"type" : "is-in"
},
{
"_key" : "73088",
"_id" : "worldEdges/73088",
"_from" : "worldVertices/capital-prague",
"_to" : "worldVertices/country-czech-republic",
"_rev" : "_hg5k33e---",
"type" : "is-in"
},
{
"_key" : "73090",
"_id" : "worldEdges/73090",
"_from" : "worldVertices/capital-quito",
"_to" : "worldVertices/country-ecuador",
"_rev" : "_hg5k33e--_",
"type" : "is-in"
},
{
"_key" : "73092",
"_id" : "worldEdges/73092",
"_from" : "worldVertices/capital-saint-john-s",
"_to" : "worldVertices/country-antigua-and-barbuda",
"_rev" : "_hg5k33e--A",
"type" : "is-in"
},
{
"_key" : "73094",
"_id" : "worldEdges/73094",
"_from" : "worldVertices/capital-santiago",
"_to" : "worldVertices/country-chile",
"_rev" : "_hg5k33e--B",
"type" : "is-in"
},
{
"_key" : "73096",
"_id" : "worldEdges/73096",
"_from" : "worldVertices/capital-sarajevo",
"_to" : "worldVertices/country-bosnia-and-herzegovina",
"_rev" : "_hg5k33e--C",
"type" : "is-in"
},
{
"_key" : "73098",
"_id" : "worldEdges/73098",
"_from" : "worldVertices/capital-sofia",
"_to" : "worldVertices/country-bulgaria",
"_rev" : "_hg5k33e--D",
"type" : "is-in"
},
{
"_key" : "73100",
"_id" : "worldEdges/73100",
"_from" : "worldVertices/capital-thimphu",
"_to" : "worldVertices/country-bhutan",
"_rev" : "_hg5k33i---",
"type" : "is-in"
},
{
"_key" : "73102",
"_id" : "worldEdges/73102",
"_from" : "worldVertices/capital-tirana",
"_to" : "worldVertices/country-albania",
"_rev" : "_hg5k33i--_",
"type" : "is-in"
},
{
"_key" : "73104",
"_id" : "worldEdges/73104",
"_from" : "worldVertices/capital-vienna",
"_to" : "worldVertices/country-austria",
"_rev" : "_hg5k33i--A",
"type" : "is-in"
},
{
"_key" : "73106",
"_id" : "worldEdges/73106",
"_from" : "worldVertices/capital-yamoussoukro",
"_to" : "worldVertices/country-cote-d-ivoire",
"_rev" : "_hg5k33i--B",
"type" : "is-in"
},
{
"_key" : "73108",
"_id" : "worldEdges/73108",
"_from" : "worldVertices/capital-yaounde",
"_to" : "worldVertices/country-cameroon",
"_rev" : "_hg5k33i--C",
"type" : "is-in"
},
{
"_key" : "73110",
"_id" : "worldEdges/73110",
"_from" : "worldVertices/capital-zagreb",
"_to" : "worldVertices/country-croatia",
"_rev" : "_hg5k33i--D",
"type" : "is-in"
}
]Social Graph
The social graph is a set of persons and their relations. The graph has
female and male persons as nodes in two node collections.
The edges are their connections and stored in the relation edge collection.
Example of how to create the graph, inspect its nodes and edges, and delete it again:
var examples = require("@arangodb/graph-examples/example-graph");
var graph = examples.loadGraph("social");
db.female.toArray()
db.male.toArray()
db.relation.toArray()
examples.dropGraph("social");Show output
[
{
"_key" : "alice",
"_id" : "female/alice",
"_rev" : "_hg5k4NC---",
"name" : "Alice"
},
{
"_key" : "diana",
"_id" : "female/diana",
"_rev" : "_hg5k4NC--B",
"name" : "Diana"
}
]
[
{
"_key" : "bob",
"_id" : "male/bob",
"_rev" : "_hg5k4NC--_",
"name" : "Bob"
},
{
"_key" : "charly",
"_id" : "male/charly",
"_rev" : "_hg5k4NC--A",
"name" : "Charly"
}
]
[
{
"_key" : "73550",
"_id" : "relation/73550",
"_from" : "female/alice",
"_to" : "male/bob",
"_rev" : "_hg5k4NC--C",
"type" : "married",
"vertex" : "alice"
},
{
"_key" : "73552",
"_id" : "relation/73552",
"_from" : "female/alice",
"_to" : "male/charly",
"_rev" : "_hg5k4NC--D",
"type" : "friend",
"vertex" : "alice"
},
{
"_key" : "73554",
"_id" : "relation/73554",
"_from" : "male/charly",
"_to" : "female/diana",
"_rev" : "_hg5k4NG---",
"type" : "married",
"vertex" : "charly"
},
{
"_key" : "73556",
"_id" : "relation/73556",
"_from" : "male/bob",
"_to" : "female/diana",
"_rev" : "_hg5k4NG--_",
"type" : "friend",
"vertex" : "bob"
}
]City Graph
The routeplanner graph is a set of european cities and their fictional
traveling distances as connections. The graph has the cities as nodes in
multiple node collections (germanCity and frenchCity). The edges are their
interconnections in several edge collections (frenchHighway, germanHighway,
internationalHighway).
Example of how to create the graph, inspect its edges and nodes, and delete it again:
var examples = require("@arangodb/graph-examples/example-graph");
var g = examples.loadGraph("routeplanner");
db.frenchCity.toArray();
db.germanCity.toArray();
db.germanHighway.toArray();
db.frenchHighway.toArray();
db.internationalHighway.toArray();
examples.dropGraph("routeplanner");Show output
[
{
"_key" : "Lyon",
"_id" : "frenchCity/Lyon",
"_rev" : "_hg5k4ju--B",
"population" : 80000,
"isCapital" : false,
"geometry" : {
"type" : "Point",
"coordinates" : [
4.84,
45.76
]
}
},
{
"_key" : "Paris",
"_id" : "frenchCity/Paris",
"_rev" : "_hg5k4ju--C",
"population" : 4000000,
"isCapital" : true,
"geometry" : {
"type" : "Point",
"coordinates" : [
2.3508,
48.8567
]
}
}
]
[
{
"_key" : "Berlin",
"_id" : "germanCity/Berlin",
"_rev" : "_hg5k4ju---",
"population" : 3000000,
"isCapital" : true,
"geometry" : {
"type" : "Point",
"coordinates" : [
13.3833,
52.5167
]
}
},
{
"_key" : "Cologne",
"_id" : "germanCity/Cologne",
"_rev" : "_hg5k4ju--_",
"population" : 1000000,
"isCapital" : false,
"geometry" : {
"type" : "Point",
"coordinates" : [
6.9528,
50.9364
]
}
},
{
"_key" : "Hamburg",
"_id" : "germanCity/Hamburg",
"_rev" : "_hg5k4ju--A",
"population" : 1000000,
"isCapital" : false,
"geometry" : {
"type" : "Point",
"coordinates" : [
10.0014,
53.5653
]
}
}
]
[
{
"_key" : "73732",
"_id" : "germanHighway/73732",
"_from" : "germanCity/Berlin",
"_to" : "germanCity/Cologne",
"_rev" : "_hg5k4j2---",
"distance" : 850
},
{
"_key" : "73734",
"_id" : "germanHighway/73734",
"_from" : "germanCity/Berlin",
"_to" : "germanCity/Hamburg",
"_rev" : "_hg5k4j2--_",
"distance" : 400
},
{
"_key" : "73736",
"_id" : "germanHighway/73736",
"_from" : "germanCity/Hamburg",
"_to" : "germanCity/Cologne",
"_rev" : "_hg5k4j2--A",
"distance" : 500
}
]
[
{
"_key" : "73738",
"_id" : "frenchHighway/73738",
"_from" : "frenchCity/Paris",
"_to" : "frenchCity/Lyon",
"_rev" : "_hg5k4j2--B",
"distance" : 550
}
]
[
{
"_key" : "73740",
"_id" : "internationalHighway/73740",
"_from" : "germanCity/Berlin",
"_to" : "frenchCity/Lyon",
"_rev" : "_hg5k4j6---",
"distance" : 1100
},
{
"_key" : "73742",
"_id" : "internationalHighway/73742",
"_from" : "germanCity/Berlin",
"_to" : "frenchCity/Paris",
"_rev" : "_hg5k4j6--_",
"distance" : 1200
},
{
"_key" : "73744",
"_id" : "internationalHighway/73744",
"_from" : "germanCity/Hamburg",
"_to" : "frenchCity/Paris",
"_rev" : "_hg5k4j6--A",
"distance" : 900
},
{
"_key" : "73746",
"_id" : "internationalHighway/73746",
"_from" : "germanCity/Hamburg",
"_to" : "frenchCity/Lyon",
"_rev" : "_hg5k4j6--B",
"distance" : 1300
},
{
"_key" : "73748",
"_id" : "internationalHighway/73748",
"_from" : "germanCity/Cologne",
"_to" : "frenchCity/Lyon",
"_rev" : "_hg5k4j6--C",
"distance" : 700
},
{
"_key" : "73750",
"_id" : "internationalHighway/73750",
"_from" : "germanCity/Cologne",
"_to" : "frenchCity/Paris",
"_rev" : "_hg5k4j6--D",
"distance" : 550
}
]Connected Components Graph
A small example graph comprised of components (nodes) and connections
(edges). Good for trying out graph algorithms such as Weakly Connected
Components (WCC).
var examples = require("@arangodb/graph-examples/example-graph");
var g = examples.loadGraph("connectedComponentsGraph");
db.components.toArray();
db.connections.toArray();
examples.dropGraph("connectedComponentsGraph");Show output
[
{
"_key" : "A1",
"_id" : "components/A1",
"_rev" : "_hg5k45C---"
},
{
"_key" : "A2",
"_id" : "components/A2",
"_rev" : "_hg5k45G---"
},
{
"_key" : "A3",
"_id" : "components/A3",
"_rev" : "_hg5k45G--_"
},
{
"_key" : "A4",
"_id" : "components/A4",
"_rev" : "_hg5k45G--A"
},
{
"_key" : "B1",
"_id" : "components/B1",
"_rev" : "_hg5k45G--B"
},
{
"_key" : "B3",
"_id" : "components/B3",
"_rev" : "_hg5k45G--C"
},
{
"_key" : "B2",
"_id" : "components/B2",
"_rev" : "_hg5k45K---"
},
{
"_key" : "B4",
"_id" : "components/B4",
"_rev" : "_hg5k45K--_"
},
{
"_key" : "B6",
"_id" : "components/B6",
"_rev" : "_hg5k45K--A"
},
{
"_key" : "B5",
"_id" : "components/B5",
"_rev" : "_hg5k45K--B"
},
{
"_key" : "B7",
"_id" : "components/B7",
"_rev" : "_hg5k45K--C"
},
{
"_key" : "B8",
"_id" : "components/B8",
"_rev" : "_hg5k45O---"
},
{
"_key" : "B9",
"_id" : "components/B9",
"_rev" : "_hg5k45O--_"
},
{
"_key" : "B10",
"_id" : "components/B10",
"_rev" : "_hg5k45O--A"
},
{
"_key" : "B19",
"_id" : "components/B19",
"_rev" : "_hg5k45O--B"
},
{
"_key" : "B11",
"_id" : "components/B11",
"_rev" : "_hg5k45O--C"
},
{
"_key" : "B12",
"_id" : "components/B12",
"_rev" : "_hg5k45O--D"
},
{
"_key" : "B13",
"_id" : "components/B13",
"_rev" : "_hg5k45S---"
},
{
"_key" : "B20",
"_id" : "components/B20",
"_rev" : "_hg5k45S--_"
},
{
"_key" : "B14",
"_id" : "components/B14",
"_rev" : "_hg5k45S--A"
},
{
"_key" : "B15",
"_id" : "components/B15",
"_rev" : "_hg5k45S--B"
},
{
"_key" : "B16",
"_id" : "components/B16",
"_rev" : "_hg5k45S--C"
},
{
"_key" : "B17",
"_id" : "components/B17",
"_rev" : "_hg5k45S--D"
},
{
"_key" : "B18",
"_id" : "components/B18",
"_rev" : "_hg5k45S--E"
},
{
"_key" : "B21",
"_id" : "components/B21",
"_rev" : "_hg5k45S--F"
},
{
"_key" : "B22",
"_id" : "components/B22",
"_rev" : "_hg5k45W---"
},
{
"_key" : "C1",
"_id" : "components/C1",
"_rev" : "_hg5k45W--_"
},
{
"_key" : "C2",
"_id" : "components/C2",
"_rev" : "_hg5k45W--A"
},
{
"_key" : "C3",
"_id" : "components/C3",
"_rev" : "_hg5k45W--B"
},
{
"_key" : "C4",
"_id" : "components/C4",
"_rev" : "_hg5k45W--C"
},
{
"_key" : "C5",
"_id" : "components/C5",
"_rev" : "_hg5k45W--D"
},
{
"_key" : "C7",
"_id" : "components/C7",
"_rev" : "_hg5k45W--E"
},
{
"_key" : "C6",
"_id" : "components/C6",
"_rev" : "_hg5k45a---"
},
{
"_key" : "C8",
"_id" : "components/C8",
"_rev" : "_hg5k45a--_"
},
{
"_key" : "C9",
"_id" : "components/C9",
"_rev" : "_hg5k45a--A"
},
{
"_key" : "C10",
"_id" : "components/C10",
"_rev" : "_hg5k45a--B"
}
]
[
{
"_key" : "74000",
"_id" : "connections/74000",
"_from" : "components/A1",
"_to" : "components/A2",
"_rev" : "_hg5k45a--C"
},
{
"_key" : "74002",
"_id" : "connections/74002",
"_from" : "components/A2",
"_to" : "components/A3",
"_rev" : "_hg5k45a--D"
},
{
"_key" : "74004",
"_id" : "connections/74004",
"_from" : "components/A3",
"_to" : "components/A4",
"_rev" : "_hg5k45e---"
},
{
"_key" : "74006",
"_id" : "connections/74006",
"_from" : "components/A4",
"_to" : "components/A1",
"_rev" : "_hg5k45e--_"
},
{
"_key" : "74008",
"_id" : "connections/74008",
"_from" : "components/B1",
"_to" : "components/B3",
"_rev" : "_hg5k45i---"
},
{
"_key" : "74010",
"_id" : "connections/74010",
"_from" : "components/B2",
"_to" : "components/B4",
"_rev" : "_hg5k45i--_"
},
{
"_key" : "74012",
"_id" : "connections/74012",
"_from" : "components/B3",
"_to" : "components/B6",
"_rev" : "_hg5k45i--A"
},
{
"_key" : "74014",
"_id" : "connections/74014",
"_from" : "components/B4",
"_to" : "components/B3",
"_rev" : "_hg5k45i--B"
},
{
"_key" : "74016",
"_id" : "connections/74016",
"_from" : "components/B4",
"_to" : "components/B5",
"_rev" : "_hg5k45m---"
},
{
"_key" : "74018",
"_id" : "connections/74018",
"_from" : "components/B6",
"_to" : "components/B7",
"_rev" : "_hg5k45m--_"
},
{
"_key" : "74020",
"_id" : "connections/74020",
"_from" : "components/B7",
"_to" : "components/B8",
"_rev" : "_hg5k45m--A"
},
{
"_key" : "74022",
"_id" : "connections/74022",
"_from" : "components/B7",
"_to" : "components/B9",
"_rev" : "_hg5k45m--B"
},
{
"_key" : "74024",
"_id" : "connections/74024",
"_from" : "components/B7",
"_to" : "components/B10",
"_rev" : "_hg5k45m--C"
},
{
"_key" : "74026",
"_id" : "connections/74026",
"_from" : "components/B7",
"_to" : "components/B19",
"_rev" : "_hg5k45m--D"
},
{
"_key" : "74028",
"_id" : "connections/74028",
"_from" : "components/B11",
"_to" : "components/B10",
"_rev" : "_hg5k45q---"
},
{
"_key" : "74030",
"_id" : "connections/74030",
"_from" : "components/B12",
"_to" : "components/B11",
"_rev" : "_hg5k45q--_"
},
{
"_key" : "74032",
"_id" : "connections/74032",
"_from" : "components/B13",
"_to" : "components/B12",
"_rev" : "_hg5k45q--A"
},
{
"_key" : "74034",
"_id" : "connections/74034",
"_from" : "components/B13",
"_to" : "components/B20",
"_rev" : "_hg5k45q--B"
},
{
"_key" : "74036",
"_id" : "connections/74036",
"_from" : "components/B14",
"_to" : "components/B13",
"_rev" : "_hg5k45q--C"
},
{
"_key" : "74038",
"_id" : "connections/74038",
"_from" : "components/B15",
"_to" : "components/B14",
"_rev" : "_hg5k45u---"
},
{
"_key" : "74040",
"_id" : "connections/74040",
"_from" : "components/B15",
"_to" : "components/B16",
"_rev" : "_hg5k45u--_"
},
{
"_key" : "74042",
"_id" : "connections/74042",
"_from" : "components/B17",
"_to" : "components/B15",
"_rev" : "_hg5k45u--A"
},
{
"_key" : "74044",
"_id" : "connections/74044",
"_from" : "components/B17",
"_to" : "components/B18",
"_rev" : "_hg5k45u--B"
},
{
"_key" : "74046",
"_id" : "connections/74046",
"_from" : "components/B19",
"_to" : "components/B17",
"_rev" : "_hg5k45u--C"
},
{
"_key" : "74048",
"_id" : "connections/74048",
"_from" : "components/B20",
"_to" : "components/B21",
"_rev" : "_hg5k45y---"
},
{
"_key" : "74050",
"_id" : "connections/74050",
"_from" : "components/B20",
"_to" : "components/B22",
"_rev" : "_hg5k45y--_"
},
{
"_key" : "74052",
"_id" : "connections/74052",
"_from" : "components/C1",
"_to" : "components/C2",
"_rev" : "_hg5k45y--A"
},
{
"_key" : "74054",
"_id" : "connections/74054",
"_from" : "components/C2",
"_to" : "components/C3",
"_rev" : "_hg5k45y--B"
},
{
"_key" : "74056",
"_id" : "connections/74056",
"_from" : "components/C3",
"_to" : "components/C4",
"_rev" : "_hg5k452---"
},
{
"_key" : "74058",
"_id" : "connections/74058",
"_from" : "components/C4",
"_to" : "components/C5",
"_rev" : "_hg5k452--_"
},
{
"_key" : "74060",
"_id" : "connections/74060",
"_from" : "components/C4",
"_to" : "components/C7",
"_rev" : "_hg5k452--A"
},
{
"_key" : "74062",
"_id" : "connections/74062",
"_from" : "components/C5",
"_to" : "components/C6",
"_rev" : "_hg5k452--B"
},
{
"_key" : "74064",
"_id" : "connections/74064",
"_from" : "components/C5",
"_to" : "components/C7",
"_rev" : "_hg5k456---"
},
{
"_key" : "74066",
"_id" : "connections/74066",
"_from" : "components/C7",
"_to" : "components/C8",
"_rev" : "_hg5k456--_"
},
{
"_key" : "74068",
"_id" : "connections/74068",
"_from" : "components/C8",
"_to" : "components/C9",
"_rev" : "_hg5k456--A"
},
{
"_key" : "74070",
"_id" : "connections/74070",
"_from" : "components/C8",
"_to" : "components/C10",
"_rev" : "_hg5k456--B"
}
]Higher volume graph examples
All of the above examples are rather small to make them easy to comprehend and demonstrate how graphs work in ArangoDB. However, there are several, freely available datasets on the web that are a lot bigger.
You can find a collection of datasets with import scripts on GitHub .
Another huge graph is the Pokec social network from Slovakia. See this blogpost for details and an import script.