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" : "_mLPD9nS---",
"name" : "Alice"
},
{
"_key" : "bob",
"_id" : "persons/bob",
"_rev" : "_mLPD9nS--_",
"name" : "Bob"
},
{
"_key" : "charlie",
"_id" : "persons/charlie",
"_rev" : "_mLPD9nS--A",
"name" : "Charlie"
},
{
"_key" : "dave",
"_id" : "persons/dave",
"_rev" : "_mLPD9nW---",
"name" : "Dave"
},
{
"_key" : "eve",
"_id" : "persons/eve",
"_rev" : "_mLPD9nW--_",
"name" : "Eve"
}
]
[
{
"_key" : "74076",
"_id" : "knows/74076",
"_from" : "persons/alice",
"_to" : "persons/bob",
"_rev" : "_mLPD9nW--A",
"vertex" : "alice"
},
{
"_key" : "74078",
"_id" : "knows/74078",
"_from" : "persons/bob",
"_to" : "persons/charlie",
"_rev" : "_mLPD9na---",
"vertex" : "bob"
},
{
"_key" : "74080",
"_id" : "knows/74080",
"_from" : "persons/bob",
"_to" : "persons/dave",
"_rev" : "_mLPD9na--_",
"vertex" : "bob"
},
{
"_key" : "74082",
"_id" : "knows/74082",
"_from" : "persons/eve",
"_to" : "persons/alice",
"_rev" : "_mLPD9na--A",
"vertex" : "eve"
},
{
"_key" : "74084",
"_id" : "knows/74084",
"_from" : "persons/eve",
"_to" : "persons/bob",
"_rev" : "_mLPD9na--B",
"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" : "_mLPD9p----",
"label" : "1"
},
{
"_key" : "B",
"_id" : "circles/B",
"_rev" : "_mLPD9pC---",
"label" : "2"
},
{
"_key" : "C",
"_id" : "circles/C",
"_rev" : "_mLPD9pC--_",
"label" : "3"
},
{
"_key" : "D",
"_id" : "circles/D",
"_rev" : "_mLPD9pC--A",
"label" : "4"
},
{
"_key" : "E",
"_id" : "circles/E",
"_rev" : "_mLPD9pC--B",
"label" : "5"
},
{
"_key" : "F",
"_id" : "circles/F",
"_rev" : "_mLPD9pC--C",
"label" : "6"
},
{
"_key" : "G",
"_id" : "circles/G",
"_rev" : "_mLPD9pG---",
"label" : "7"
},
{
"_key" : "H",
"_id" : "circles/H",
"_rev" : "_mLPD9pG--_",
"label" : "8"
},
{
"_key" : "I",
"_id" : "circles/I",
"_rev" : "_mLPD9pG--A",
"label" : "9"
},
{
"_key" : "J",
"_id" : "circles/J",
"_rev" : "_mLPD9pG--B",
"label" : "10"
},
{
"_key" : "K",
"_id" : "circles/K",
"_rev" : "_mLPD9pK---",
"label" : "11"
}
]
[
{
"_key" : "74146",
"_id" : "edges/74146",
"_from" : "circles/A",
"_to" : "circles/B",
"_rev" : "_mLPD9pK--_",
"theFalse" : false,
"theTruth" : true,
"label" : "left_bar"
},
{
"_key" : "74148",
"_id" : "edges/74148",
"_from" : "circles/B",
"_to" : "circles/C",
"_rev" : "_mLPD9pK--A",
"theFalse" : false,
"theTruth" : true,
"label" : "left_blarg"
},
{
"_key" : "74150",
"_id" : "edges/74150",
"_from" : "circles/C",
"_to" : "circles/D",
"_rev" : "_mLPD9pK--B",
"theFalse" : false,
"theTruth" : true,
"label" : "left_blorg"
},
{
"_key" : "74152",
"_id" : "edges/74152",
"_from" : "circles/B",
"_to" : "circles/E",
"_rev" : "_mLPD9pK--C",
"theFalse" : false,
"theTruth" : true,
"label" : "left_blub"
},
{
"_key" : "74154",
"_id" : "edges/74154",
"_from" : "circles/E",
"_to" : "circles/F",
"_rev" : "_mLPD9pO---",
"theFalse" : false,
"theTruth" : true,
"label" : "left_schubi"
},
{
"_key" : "74156",
"_id" : "edges/74156",
"_from" : "circles/A",
"_to" : "circles/G",
"_rev" : "_mLPD9pO--_",
"theFalse" : false,
"theTruth" : true,
"label" : "right_foo"
},
{
"_key" : "74158",
"_id" : "edges/74158",
"_from" : "circles/G",
"_to" : "circles/H",
"_rev" : "_mLPD9pO--A",
"theFalse" : false,
"theTruth" : true,
"label" : "right_blob"
},
{
"_key" : "74160",
"_id" : "edges/74160",
"_from" : "circles/H",
"_to" : "circles/I",
"_rev" : "_mLPD9pO--B",
"theFalse" : false,
"theTruth" : true,
"label" : "right_blub"
},
{
"_key" : "74162",
"_id" : "edges/74162",
"_from" : "circles/G",
"_to" : "circles/J",
"_rev" : "_mLPD9pS---",
"theFalse" : false,
"theTruth" : true,
"label" : "right_zip"
},
{
"_key" : "74164",
"_id" : "edges/74164",
"_from" : "circles/J",
"_to" : "circles/K",
"_rev" : "_mLPD9pS--_",
"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" : "_mLPD9q6---",
"label" : "Inverness"
},
{
"_key" : "Aberdeen",
"_id" : "places/Aberdeen",
"_rev" : "_mLPD9q6--_",
"label" : "Aberdeen"
},
{
"_key" : "Leuchars",
"_id" : "places/Leuchars",
"_rev" : "_mLPD9r----",
"label" : "Leuchars"
},
{
"_key" : "StAndrews",
"_id" : "places/StAndrews",
"_rev" : "_mLPD9r---_",
"label" : "StAndrews"
},
{
"_key" : "Edinburgh",
"_id" : "places/Edinburgh",
"_rev" : "_mLPD9r---A",
"label" : "Edinburgh"
},
{
"_key" : "Glasgow",
"_id" : "places/Glasgow",
"_rev" : "_mLPD9r---B",
"label" : "Glasgow"
},
{
"_key" : "York",
"_id" : "places/York",
"_rev" : "_mLPD9rC---",
"label" : "York"
},
{
"_key" : "Carlisle",
"_id" : "places/Carlisle",
"_rev" : "_mLPD9rC--_",
"label" : "Carlisle"
},
{
"_key" : "Birmingham",
"_id" : "places/Birmingham",
"_rev" : "_mLPD9rC--A",
"label" : "Birmingham"
},
{
"_key" : "London",
"_id" : "places/London",
"_rev" : "_mLPD9rC--B",
"label" : "London"
},
{
"_key" : "Brussels",
"_id" : "places/Brussels",
"_rev" : "_mLPD9rG---",
"label" : "Brussels"
},
{
"_key" : "Cologne",
"_id" : "places/Cologne",
"_rev" : "_mLPD9rG--_",
"label" : "Cologne"
},
{
"_key" : "Toronto",
"_id" : "places/Toronto",
"_rev" : "_mLPD9rK---",
"label" : "Toronto"
},
{
"_key" : "Winnipeg",
"_id" : "places/Winnipeg",
"_rev" : "_mLPD9rO---",
"label" : "Winnipeg"
},
{
"_key" : "Saskatoon",
"_id" : "places/Saskatoon",
"_rev" : "_mLPD9rO--_",
"label" : "Saskatoon"
},
{
"_key" : "Edmonton",
"_id" : "places/Edmonton",
"_rev" : "_mLPD9rO--A",
"label" : "Edmonton"
},
{
"_key" : "Jasper",
"_id" : "places/Jasper",
"_rev" : "_mLPD9rS---",
"label" : "Jasper"
},
{
"_key" : "Vancouver",
"_id" : "places/Vancouver",
"_rev" : "_mLPD9rS--_",
"label" : "Vancouver"
}
]
[
{
"_key" : "74233",
"_id" : "connections/74233",
"_from" : "places/Inverness",
"_to" : "places/Aberdeen",
"_rev" : "_mLPD9rW---",
"travelTime" : 3
},
{
"_key" : "74235",
"_id" : "connections/74235",
"_from" : "places/Aberdeen",
"_to" : "places/Inverness",
"_rev" : "_mLPD9rW--_",
"travelTime" : 2.5
},
{
"_key" : "74237",
"_id" : "connections/74237",
"_from" : "places/Aberdeen",
"_to" : "places/Leuchars",
"_rev" : "_mLPD9ra---",
"travelTime" : 1.5
},
{
"_key" : "74239",
"_id" : "connections/74239",
"_from" : "places/Leuchars",
"_to" : "places/Aberdeen",
"_rev" : "_mLPD9ra--_",
"travelTime" : 1
},
{
"_key" : "74241",
"_id" : "connections/74241",
"_from" : "places/Leuchars",
"_to" : "places/Edinburgh",
"_rev" : "_mLPD9ra--A",
"travelTime" : 1.5
},
{
"_key" : "74243",
"_id" : "connections/74243",
"_from" : "places/Edinburgh",
"_to" : "places/Leuchars",
"_rev" : "_mLPD9re---",
"travelTime" : 3
},
{
"_key" : "74245",
"_id" : "connections/74245",
"_from" : "places/Edinburgh",
"_to" : "places/Glasgow",
"_rev" : "_mLPD9re--_",
"travelTime" : 1
},
{
"_key" : "74247",
"_id" : "connections/74247",
"_from" : "places/Glasgow",
"_to" : "places/Edinburgh",
"_rev" : "_mLPD9re--A",
"travelTime" : 1
},
{
"_key" : "74249",
"_id" : "connections/74249",
"_from" : "places/Edinburgh",
"_to" : "places/York",
"_rev" : "_mLPD9ri---",
"travelTime" : 3.5
},
{
"_key" : "74251",
"_id" : "connections/74251",
"_from" : "places/York",
"_to" : "places/Edinburgh",
"_rev" : "_mLPD9ri--_",
"travelTime" : 4
},
{
"_key" : "74253",
"_id" : "connections/74253",
"_from" : "places/Glasgow",
"_to" : "places/Carlisle",
"_rev" : "_mLPD9ri--A",
"travelTime" : 1
},
{
"_key" : "74255",
"_id" : "connections/74255",
"_from" : "places/Carlisle",
"_to" : "places/Glasgow",
"_rev" : "_mLPD9ri--B",
"travelTime" : 1
},
{
"_key" : "74257",
"_id" : "connections/74257",
"_from" : "places/Carlisle",
"_to" : "places/York",
"_rev" : "_mLPD9ri--C",
"travelTime" : 2.5
},
{
"_key" : "74259",
"_id" : "connections/74259",
"_from" : "places/York",
"_to" : "places/Carlisle",
"_rev" : "_mLPD9rm---",
"travelTime" : 3.5
},
{
"_key" : "74261",
"_id" : "connections/74261",
"_from" : "places/Carlisle",
"_to" : "places/Birmingham",
"_rev" : "_mLPD9rm--_",
"travelTime" : 2
},
{
"_key" : "74263",
"_id" : "connections/74263",
"_from" : "places/Birmingham",
"_to" : "places/Carlisle",
"_rev" : "_mLPD9rm--A",
"travelTime" : 1
},
{
"_key" : "74265",
"_id" : "connections/74265",
"_from" : "places/Birmingham",
"_to" : "places/London",
"_rev" : "_mLPD9rm--B",
"travelTime" : 1.5
},
{
"_key" : "74267",
"_id" : "connections/74267",
"_from" : "places/London",
"_to" : "places/Birmingham",
"_rev" : "_mLPD9rq---",
"travelTime" : 2.5
},
{
"_key" : "74269",
"_id" : "connections/74269",
"_from" : "places/Leuchars",
"_to" : "places/StAndrews",
"_rev" : "_mLPD9rq--_",
"travelTime" : 0.2
},
{
"_key" : "74271",
"_id" : "connections/74271",
"_from" : "places/StAndrews",
"_to" : "places/Leuchars",
"_rev" : "_mLPD9rq--A",
"travelTime" : 0.2
},
{
"_key" : "74273",
"_id" : "connections/74273",
"_from" : "places/York",
"_to" : "places/London",
"_rev" : "_mLPD9ru---",
"travelTime" : 1.8
},
{
"_key" : "74275",
"_id" : "connections/74275",
"_from" : "places/London",
"_to" : "places/York",
"_rev" : "_mLPD9ru--_",
"travelTime" : 2
},
{
"_key" : "74277",
"_id" : "connections/74277",
"_from" : "places/London",
"_to" : "places/Brussels",
"_rev" : "_mLPD9ru--A",
"travelTime" : 2.5
},
{
"_key" : "74279",
"_id" : "connections/74279",
"_from" : "places/Brussels",
"_to" : "places/London",
"_rev" : "_mLPD9ru--B",
"travelTime" : 3.5
},
{
"_key" : "74281",
"_id" : "connections/74281",
"_from" : "places/Brussels",
"_to" : "places/Cologne",
"_rev" : "_mLPD9ru--C",
"travelTime" : 2
},
{
"_key" : "74283",
"_id" : "connections/74283",
"_from" : "places/Cologne",
"_to" : "places/Brussels",
"_rev" : "_mLPD9ry---",
"travelTime" : 1.5
},
{
"_key" : "74285",
"_id" : "connections/74285",
"_from" : "places/Toronto",
"_to" : "places/Winnipeg",
"_rev" : "_mLPD9ry--_",
"travelTime" : 36
},
{
"_key" : "74287",
"_id" : "connections/74287",
"_from" : "places/Winnipeg",
"_to" : "places/Toronto",
"_rev" : "_mLPD9ry--A",
"travelTime" : 35
},
{
"_key" : "74289",
"_id" : "connections/74289",
"_from" : "places/Winnipeg",
"_to" : "places/Saskatoon",
"_rev" : "_mLPD9ry--B",
"travelTime" : 12
},
{
"_key" : "74291",
"_id" : "connections/74291",
"_from" : "places/Saskatoon",
"_to" : "places/Winnipeg",
"_rev" : "_mLPD9r2---",
"travelTime" : 5
},
{
"_key" : "74293",
"_id" : "connections/74293",
"_from" : "places/Saskatoon",
"_to" : "places/Edmonton",
"_rev" : "_mLPD9r2--_",
"travelTime" : 12
},
{
"_key" : "74295",
"_id" : "connections/74295",
"_from" : "places/Edmonton",
"_to" : "places/Saskatoon",
"_rev" : "_mLPD9r2--A",
"travelTime" : 17
},
{
"_key" : "74297",
"_id" : "connections/74297",
"_from" : "places/Edmonton",
"_to" : "places/Jasper",
"_rev" : "_mLPD9r2--B",
"travelTime" : 6
},
{
"_key" : "74299",
"_id" : "connections/74299",
"_from" : "places/Jasper",
"_to" : "places/Edmonton",
"_rev" : "_mLPD9r6---",
"travelTime" : 5
},
{
"_key" : "74301",
"_id" : "connections/74301",
"_from" : "places/Jasper",
"_to" : "places/Vancouver",
"_rev" : "_mLPD9r6--_",
"travelTime" : 12
},
{
"_key" : "74303",
"_id" : "connections/74303",
"_from" : "places/Vancouver",
"_to" : "places/Jasper",
"_rev" : "_mLPD9r6--A",
"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" : "_mLPD9tW---"
},
{
"_key" : "B",
"_id" : "mps_verts/B",
"_rev" : "_mLPD9tW--_"
},
{
"_key" : "C",
"_id" : "mps_verts/C",
"_rev" : "_mLPD9tW--A"
},
{
"_key" : "D",
"_id" : "mps_verts/D",
"_rev" : "_mLPD9ta---"
},
{
"_key" : "E",
"_id" : "mps_verts/E",
"_rev" : "_mLPD9ta--_"
},
{
"_key" : "F",
"_id" : "mps_verts/F",
"_rev" : "_mLPD9ta--A"
}
]
[
{
"_key" : "74360",
"_id" : "mps_edges/74360",
"_from" : "mps_verts/A",
"_to" : "mps_verts/B",
"_rev" : "_mLPD9ta--B",
"vertex" : "A"
},
{
"_key" : "74362",
"_id" : "mps_edges/74362",
"_from" : "mps_verts/A",
"_to" : "mps_verts/E",
"_rev" : "_mLPD9te---",
"vertex" : "A"
},
{
"_key" : "74364",
"_id" : "mps_edges/74364",
"_from" : "mps_verts/A",
"_to" : "mps_verts/D",
"_rev" : "_mLPD9te--_",
"vertex" : "A"
},
{
"_key" : "74366",
"_id" : "mps_edges/74366",
"_from" : "mps_verts/B",
"_to" : "mps_verts/C",
"_rev" : "_mLPD9te--A",
"vertex" : "B"
},
{
"_key" : "74368",
"_id" : "mps_edges/74368",
"_from" : "mps_verts/D",
"_to" : "mps_verts/C",
"_rev" : "_mLPD9ti---",
"vertex" : "D"
},
{
"_key" : "74370",
"_id" : "mps_edges/74370",
"_from" : "mps_verts/E",
"_to" : "mps_verts/F",
"_rev" : "_mLPD9ti--_",
"vertex" : "E"
},
{
"_key" : "74372",
"_id" : "mps_edges/74372",
"_from" : "mps_verts/F",
"_to" : "mps_verts/C",
"_rev" : "_mLPD9ti--A",
"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" : "_mLPD9ua---",
"name" : "World",
"type" : "root"
},
{
"_key" : "continent-africa",
"_id" : "worldVertices/continent-africa",
"_rev" : "_mLPD9ua--_",
"name" : "Africa",
"type" : "continent"
},
{
"_key" : "continent-asia",
"_id" : "worldVertices/continent-asia",
"_rev" : "_mLPD9ua--A",
"name" : "Asia",
"type" : "continent"
},
{
"_key" : "continent-australia",
"_id" : "worldVertices/continent-australia",
"_rev" : "_mLPD9ue---",
"name" : "Australia",
"type" : "continent"
},
{
"_key" : "continent-europe",
"_id" : "worldVertices/continent-europe",
"_rev" : "_mLPD9ue--_",
"name" : "Europe",
"type" : "continent"
},
{
"_key" : "continent-north-america",
"_id" : "worldVertices/continent-north-america",
"_rev" : "_mLPD9ue--A",
"name" : "North America",
"type" : "continent"
},
{
"_key" : "continent-south-america",
"_id" : "worldVertices/continent-south-america",
"_rev" : "_mLPD9ue--B",
"name" : "South America",
"type" : "continent"
},
{
"_key" : "country-afghanistan",
"_id" : "worldVertices/country-afghanistan",
"_rev" : "_mLPD9ui---",
"name" : "Afghanistan",
"type" : "country",
"code" : "AFG"
},
{
"_key" : "country-albania",
"_id" : "worldVertices/country-albania",
"_rev" : "_mLPD9ui--_",
"name" : "Albania",
"type" : "country",
"code" : "ALB"
},
{
"_key" : "country-algeria",
"_id" : "worldVertices/country-algeria",
"_rev" : "_mLPD9ui--A",
"name" : "Algeria",
"type" : "country",
"code" : "DZA"
},
{
"_key" : "country-andorra",
"_id" : "worldVertices/country-andorra",
"_rev" : "_mLPD9ui--B",
"name" : "Andorra",
"type" : "country",
"code" : "AND"
},
{
"_key" : "country-angola",
"_id" : "worldVertices/country-angola",
"_rev" : "_mLPD9um---",
"name" : "Angola",
"type" : "country",
"code" : "AGO"
},
{
"_key" : "country-antigua-and-barbuda",
"_id" : "worldVertices/country-antigua-and-barbuda",
"_rev" : "_mLPD9um--_",
"name" : "Antigua and Barbuda",
"type" : "country",
"code" : "ATG"
},
{
"_key" : "country-argentina",
"_id" : "worldVertices/country-argentina",
"_rev" : "_mLPD9um--A",
"name" : "Argentina",
"type" : "country",
"code" : "ARG"
},
{
"_key" : "country-australia",
"_id" : "worldVertices/country-australia",
"_rev" : "_mLPD9um--B",
"name" : "Australia",
"type" : "country",
"code" : "AUS"
},
{
"_key" : "country-austria",
"_id" : "worldVertices/country-austria",
"_rev" : "_mLPD9uq---",
"name" : "Austria",
"type" : "country",
"code" : "AUT"
},
{
"_key" : "country-bahamas",
"_id" : "worldVertices/country-bahamas",
"_rev" : "_mLPD9uq--_",
"name" : "Bahamas",
"type" : "country",
"code" : "BHS"
},
{
"_key" : "country-bahrain",
"_id" : "worldVertices/country-bahrain",
"_rev" : "_mLPD9uq--A",
"name" : "Bahrain",
"type" : "country",
"code" : "BHR"
},
{
"_key" : "country-bangladesh",
"_id" : "worldVertices/country-bangladesh",
"_rev" : "_mLPD9uq--B",
"name" : "Bangladesh",
"type" : "country",
"code" : "BGD"
},
{
"_key" : "country-barbados",
"_id" : "worldVertices/country-barbados",
"_rev" : "_mLPD9uq--C",
"name" : "Barbados",
"type" : "country",
"code" : "BRB"
},
{
"_key" : "country-belgium",
"_id" : "worldVertices/country-belgium",
"_rev" : "_mLPD9uu---",
"name" : "Belgium",
"type" : "country",
"code" : "BEL"
},
{
"_key" : "country-bhutan",
"_id" : "worldVertices/country-bhutan",
"_rev" : "_mLPD9uu--_",
"name" : "Bhutan",
"type" : "country",
"code" : "BTN"
},
{
"_key" : "country-bolivia",
"_id" : "worldVertices/country-bolivia",
"_rev" : "_mLPD9uu--A",
"name" : "Bolivia",
"type" : "country",
"code" : "BOL"
},
{
"_key" : "country-bosnia-and-herzegovina",
"_id" : "worldVertices/country-bosnia-and-herzegovina",
"_rev" : "_mLPD9uu--B",
"name" : "Bosnia and Herzegovina",
"type" : "country",
"code" : "BIH"
},
{
"_key" : "country-botswana",
"_id" : "worldVertices/country-botswana",
"_rev" : "_mLPD9uy---",
"name" : "Botswana",
"type" : "country",
"code" : "BWA"
},
{
"_key" : "country-brazil",
"_id" : "worldVertices/country-brazil",
"_rev" : "_mLPD9uy--_",
"name" : "Brazil",
"type" : "country",
"code" : "BRA"
},
{
"_key" : "country-brunei",
"_id" : "worldVertices/country-brunei",
"_rev" : "_mLPD9uy--A",
"name" : "Brunei",
"type" : "country",
"code" : "BRN"
},
{
"_key" : "country-bulgaria",
"_id" : "worldVertices/country-bulgaria",
"_rev" : "_mLPD9uy--B",
"name" : "Bulgaria",
"type" : "country",
"code" : "BGR"
},
{
"_key" : "country-burkina-faso",
"_id" : "worldVertices/country-burkina-faso",
"_rev" : "_mLPD9uy--C",
"name" : "Burkina Faso",
"type" : "country",
"code" : "BFA"
},
{
"_key" : "country-burundi",
"_id" : "worldVertices/country-burundi",
"_rev" : "_mLPD9u2---",
"name" : "Burundi",
"type" : "country",
"code" : "BDI"
},
{
"_key" : "country-cambodia",
"_id" : "worldVertices/country-cambodia",
"_rev" : "_mLPD9u2--_",
"name" : "Cambodia",
"type" : "country",
"code" : "KHM"
},
{
"_key" : "country-cameroon",
"_id" : "worldVertices/country-cameroon",
"_rev" : "_mLPD9u2--A",
"name" : "Cameroon",
"type" : "country",
"code" : "CMR"
},
{
"_key" : "country-canada",
"_id" : "worldVertices/country-canada",
"_rev" : "_mLPD9u2--B",
"name" : "Canada",
"type" : "country",
"code" : "CAN"
},
{
"_key" : "country-chad",
"_id" : "worldVertices/country-chad",
"_rev" : "_mLPD9u6---",
"name" : "Chad",
"type" : "country",
"code" : "TCD"
},
{
"_key" : "country-chile",
"_id" : "worldVertices/country-chile",
"_rev" : "_mLPD9u6--_",
"name" : "Chile",
"type" : "country",
"code" : "CHL"
},
{
"_key" : "country-colombia",
"_id" : "worldVertices/country-colombia",
"_rev" : "_mLPD9u6--A",
"name" : "Colombia",
"type" : "country",
"code" : "COL"
},
{
"_key" : "country-cote-d-ivoire",
"_id" : "worldVertices/country-cote-d-ivoire",
"_rev" : "_mLPD9u6--B",
"name" : "Cote d'Ivoire",
"type" : "country",
"code" : "CIV"
},
{
"_key" : "country-croatia",
"_id" : "worldVertices/country-croatia",
"_rev" : "_mLPD9u6--C",
"name" : "Croatia",
"type" : "country",
"code" : "HRV"
},
{
"_key" : "country-czech-republic",
"_id" : "worldVertices/country-czech-republic",
"_rev" : "_mLPD9v----",
"name" : "Czech Republic",
"type" : "country",
"code" : "CZE"
},
{
"_key" : "country-denmark",
"_id" : "worldVertices/country-denmark",
"_rev" : "_mLPD9v---_",
"name" : "Denmark",
"type" : "country",
"code" : "DNK"
},
{
"_key" : "country-ecuador",
"_id" : "worldVertices/country-ecuador",
"_rev" : "_mLPD9v---A",
"name" : "Ecuador",
"type" : "country",
"code" : "ECU"
},
{
"_key" : "country-egypt",
"_id" : "worldVertices/country-egypt",
"_rev" : "_mLPD9v---B",
"name" : "Egypt",
"type" : "country",
"code" : "EGY"
},
{
"_key" : "country-eritrea",
"_id" : "worldVertices/country-eritrea",
"_rev" : "_mLPD9vC---",
"name" : "Eritrea",
"type" : "country",
"code" : "ERI"
},
{
"_key" : "country-finland",
"_id" : "worldVertices/country-finland",
"_rev" : "_mLPD9vC--_",
"name" : "Finland",
"type" : "country",
"code" : "FIN"
},
{
"_key" : "country-france",
"_id" : "worldVertices/country-france",
"_rev" : "_mLPD9vC--A",
"name" : "France",
"type" : "country",
"code" : "FRA"
},
{
"_key" : "country-germany",
"_id" : "worldVertices/country-germany",
"_rev" : "_mLPD9vC--B",
"name" : "Germany",
"type" : "country",
"code" : "DEU"
},
{
"_key" : "country-people-s-republic-of-china",
"_id" : "worldVertices/country-people-s-republic-of-china",
"_rev" : "_mLPD9vG---",
"name" : "People's Republic of China",
"type" : "country",
"code" : "CHN"
},
{
"_key" : "capital-algiers",
"_id" : "worldVertices/capital-algiers",
"_rev" : "_mLPD9vG--_",
"name" : "Algiers",
"type" : "capital"
},
{
"_key" : "capital-andorra-la-vella",
"_id" : "worldVertices/capital-andorra-la-vella",
"_rev" : "_mLPD9vG--A",
"name" : "Andorra la Vella",
"type" : "capital"
},
{
"_key" : "capital-asmara",
"_id" : "worldVertices/capital-asmara",
"_rev" : "_mLPD9vK---",
"name" : "Asmara",
"type" : "capital"
},
{
"_key" : "capital-bandar-seri-begawan",
"_id" : "worldVertices/capital-bandar-seri-begawan",
"_rev" : "_mLPD9vK--_",
"name" : "Bandar Seri Begawan",
"type" : "capital"
},
{
"_key" : "capital-beijing",
"_id" : "worldVertices/capital-beijing",
"_rev" : "_mLPD9vK--A",
"name" : "Beijing",
"type" : "capital"
},
{
"_key" : "capital-berlin",
"_id" : "worldVertices/capital-berlin",
"_rev" : "_mLPD9vK--B",
"name" : "Berlin",
"type" : "capital"
},
{
"_key" : "capital-bogota",
"_id" : "worldVertices/capital-bogota",
"_rev" : "_mLPD9vO---",
"name" : "Bogota",
"type" : "capital"
},
{
"_key" : "capital-brasilia",
"_id" : "worldVertices/capital-brasilia",
"_rev" : "_mLPD9vO--_",
"name" : "Brasilia",
"type" : "capital"
},
{
"_key" : "capital-bridgetown",
"_id" : "worldVertices/capital-bridgetown",
"_rev" : "_mLPD9vO--A",
"name" : "Bridgetown",
"type" : "capital"
},
{
"_key" : "capital-brussels",
"_id" : "worldVertices/capital-brussels",
"_rev" : "_mLPD9vO--B",
"name" : "Brussels",
"type" : "capital"
},
{
"_key" : "capital-buenos-aires",
"_id" : "worldVertices/capital-buenos-aires",
"_rev" : "_mLPD9vS---",
"name" : "Buenos Aires",
"type" : "capital"
},
{
"_key" : "capital-bujumbura",
"_id" : "worldVertices/capital-bujumbura",
"_rev" : "_mLPD9vS--_",
"name" : "Bujumbura",
"type" : "capital"
},
{
"_key" : "capital-cairo",
"_id" : "worldVertices/capital-cairo",
"_rev" : "_mLPD9vS--A",
"name" : "Cairo",
"type" : "capital"
},
{
"_key" : "capital-canberra",
"_id" : "worldVertices/capital-canberra",
"_rev" : "_mLPD9vS--B",
"name" : "Canberra",
"type" : "capital"
},
{
"_key" : "capital-copenhagen",
"_id" : "worldVertices/capital-copenhagen",
"_rev" : "_mLPD9vW---",
"name" : "Copenhagen",
"type" : "capital"
},
{
"_key" : "capital-dhaka",
"_id" : "worldVertices/capital-dhaka",
"_rev" : "_mLPD9vW--_",
"name" : "Dhaka",
"type" : "capital"
},
{
"_key" : "capital-gaborone",
"_id" : "worldVertices/capital-gaborone",
"_rev" : "_mLPD9vW--A",
"name" : "Gaborone",
"type" : "capital"
},
{
"_key" : "capital-helsinki",
"_id" : "worldVertices/capital-helsinki",
"_rev" : "_mLPD9vW--B",
"name" : "Helsinki",
"type" : "capital"
},
{
"_key" : "capital-kabul",
"_id" : "worldVertices/capital-kabul",
"_rev" : "_mLPD9vW--C",
"name" : "Kabul",
"type" : "capital"
},
{
"_key" : "capital-la-paz",
"_id" : "worldVertices/capital-la-paz",
"_rev" : "_mLPD9va---",
"name" : "La Paz",
"type" : "capital"
},
{
"_key" : "capital-luanda",
"_id" : "worldVertices/capital-luanda",
"_rev" : "_mLPD9va--_",
"name" : "Luanda",
"type" : "capital"
},
{
"_key" : "capital-manama",
"_id" : "worldVertices/capital-manama",
"_rev" : "_mLPD9va--A",
"name" : "Manama",
"type" : "capital"
},
{
"_key" : "capital-nassau",
"_id" : "worldVertices/capital-nassau",
"_rev" : "_mLPD9va--B",
"name" : "Nassau",
"type" : "capital"
},
{
"_key" : "capital-n-djamena",
"_id" : "worldVertices/capital-n-djamena",
"_rev" : "_mLPD9ve---",
"name" : "N'Djamena",
"type" : "capital"
},
{
"_key" : "capital-ottawa",
"_id" : "worldVertices/capital-ottawa",
"_rev" : "_mLPD9ve--_",
"name" : "Ottawa",
"type" : "capital"
},
{
"_key" : "capital-ouagadougou",
"_id" : "worldVertices/capital-ouagadougou",
"_rev" : "_mLPD9ve--A",
"name" : "Ouagadougou",
"type" : "capital"
},
{
"_key" : "capital-paris",
"_id" : "worldVertices/capital-paris",
"_rev" : "_mLPD9ve--B",
"name" : "Paris",
"type" : "capital"
},
{
"_key" : "capital-phnom-penh",
"_id" : "worldVertices/capital-phnom-penh",
"_rev" : "_mLPD9ve--C",
"name" : "Phnom Penh",
"type" : "capital"
},
{
"_key" : "capital-prague",
"_id" : "worldVertices/capital-prague",
"_rev" : "_mLPD9ve--D",
"name" : "Prague",
"type" : "capital"
},
{
"_key" : "capital-quito",
"_id" : "worldVertices/capital-quito",
"_rev" : "_mLPD9vi---",
"name" : "Quito",
"type" : "capital"
},
{
"_key" : "capital-saint-john-s",
"_id" : "worldVertices/capital-saint-john-s",
"_rev" : "_mLPD9vi--_",
"name" : "Saint John's",
"type" : "capital"
},
{
"_key" : "capital-santiago",
"_id" : "worldVertices/capital-santiago",
"_rev" : "_mLPD9vi--A",
"name" : "Santiago",
"type" : "capital"
},
{
"_key" : "capital-sarajevo",
"_id" : "worldVertices/capital-sarajevo",
"_rev" : "_mLPD9vi--B",
"name" : "Sarajevo",
"type" : "capital"
},
{
"_key" : "capital-sofia",
"_id" : "worldVertices/capital-sofia",
"_rev" : "_mLPD9vi--C",
"name" : "Sofia",
"type" : "capital"
},
{
"_key" : "capital-thimphu",
"_id" : "worldVertices/capital-thimphu",
"_rev" : "_mLPD9vm---",
"name" : "Thimphu",
"type" : "capital"
},
{
"_key" : "capital-tirana",
"_id" : "worldVertices/capital-tirana",
"_rev" : "_mLPD9vm--_",
"name" : "Tirana",
"type" : "capital"
},
{
"_key" : "capital-vienna",
"_id" : "worldVertices/capital-vienna",
"_rev" : "_mLPD9vm--A",
"name" : "Vienna",
"type" : "capital"
},
{
"_key" : "capital-yamoussoukro",
"_id" : "worldVertices/capital-yamoussoukro",
"_rev" : "_mLPD9vm--B",
"name" : "Yamoussoukro",
"type" : "capital"
},
{
"_key" : "capital-yaounde",
"_id" : "worldVertices/capital-yaounde",
"_rev" : "_mLPD9vm--C",
"name" : "Yaounde",
"type" : "capital"
},
{
"_key" : "capital-zagreb",
"_id" : "worldVertices/capital-zagreb",
"_rev" : "_mLPD9vq---",
"name" : "Zagreb",
"type" : "capital"
}
]
[
{
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"_to" : "worldVertices/world",
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},
{
"_key" : "74512",
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},
{
"_key" : "74514",
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"_to" : "worldVertices/world",
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},
{
"_key" : "74516",
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},
{
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},
{
"_key" : "74520",
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},
{
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},
{
"_key" : "74524",
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"_to" : "worldVertices/continent-europe",
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},
{
"_key" : "74526",
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},
{
"_key" : "74528",
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},
{
"_key" : "74530",
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"_to" : "worldVertices/continent-africa",
"_rev" : "_mLPD9v2---",
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},
{
"_key" : "74532",
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"_to" : "worldVertices/continent-north-america",
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},
{
"_key" : "74534",
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"_to" : "worldVertices/continent-south-america",
"_rev" : "_mLPD9v2--A",
"type" : "is-in"
},
{
"_key" : "74536",
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"_to" : "worldVertices/continent-australia",
"_rev" : "_mLPD9v2--B",
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},
{
"_key" : "74538",
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"_to" : "worldVertices/continent-europe",
"_rev" : "_mLPD9v6---",
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},
{
"_key" : "74540",
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"_to" : "worldVertices/continent-north-america",
"_rev" : "_mLPD9v6--_",
"type" : "is-in"
},
{
"_key" : "74542",
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"_to" : "worldVertices/continent-asia",
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"type" : "is-in"
},
{
"_key" : "74544",
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"_to" : "worldVertices/continent-asia",
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},
{
"_key" : "74546",
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"_to" : "worldVertices/continent-north-america",
"_rev" : "_mLPD9w----",
"type" : "is-in"
},
{
"_key" : "74548",
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"_to" : "worldVertices/continent-europe",
"_rev" : "_mLPD9w---_",
"type" : "is-in"
},
{
"_key" : "74550",
"_id" : "worldEdges/74550",
"_from" : "worldVertices/country-bhutan",
"_to" : "worldVertices/continent-asia",
"_rev" : "_mLPD9w---A",
"type" : "is-in"
},
{
"_key" : "74552",
"_id" : "worldEdges/74552",
"_from" : "worldVertices/country-bolivia",
"_to" : "worldVertices/continent-south-america",
"_rev" : "_mLPD9w---B",
"type" : "is-in"
},
{
"_key" : "74554",
"_id" : "worldEdges/74554",
"_from" : "worldVertices/country-bosnia-and-herzegovina",
"_to" : "worldVertices/continent-europe",
"_rev" : "_mLPD9w---C",
"type" : "is-in"
},
{
"_key" : "74556",
"_id" : "worldEdges/74556",
"_from" : "worldVertices/country-botswana",
"_to" : "worldVertices/continent-africa",
"_rev" : "_mLPD9wC---",
"type" : "is-in"
},
{
"_key" : "74558",
"_id" : "worldEdges/74558",
"_from" : "worldVertices/country-brazil",
"_to" : "worldVertices/continent-south-america",
"_rev" : "_mLPD9wC--_",
"type" : "is-in"
},
{
"_key" : "74560",
"_id" : "worldEdges/74560",
"_from" : "worldVertices/country-brunei",
"_to" : "worldVertices/continent-asia",
"_rev" : "_mLPD9wC--A",
"type" : "is-in"
},
{
"_key" : "74562",
"_id" : "worldEdges/74562",
"_from" : "worldVertices/country-bulgaria",
"_to" : "worldVertices/continent-europe",
"_rev" : "_mLPD9wC--B",
"type" : "is-in"
},
{
"_key" : "74564",
"_id" : "worldEdges/74564",
"_from" : "worldVertices/country-burkina-faso",
"_to" : "worldVertices/continent-africa",
"_rev" : "_mLPD9wC--C",
"type" : "is-in"
},
{
"_key" : "74566",
"_id" : "worldEdges/74566",
"_from" : "worldVertices/country-burundi",
"_to" : "worldVertices/continent-africa",
"_rev" : "_mLPD9wG---",
"type" : "is-in"
},
{
"_key" : "74568",
"_id" : "worldEdges/74568",
"_from" : "worldVertices/country-cambodia",
"_to" : "worldVertices/continent-asia",
"_rev" : "_mLPD9wG--_",
"type" : "is-in"
},
{
"_key" : "74570",
"_id" : "worldEdges/74570",
"_from" : "worldVertices/country-cameroon",
"_to" : "worldVertices/continent-africa",
"_rev" : "_mLPD9wG--A",
"type" : "is-in"
},
{
"_key" : "74572",
"_id" : "worldEdges/74572",
"_from" : "worldVertices/country-canada",
"_to" : "worldVertices/continent-north-america",
"_rev" : "_mLPD9wG--B",
"type" : "is-in"
},
{
"_key" : "74574",
"_id" : "worldEdges/74574",
"_from" : "worldVertices/country-chad",
"_to" : "worldVertices/continent-africa",
"_rev" : "_mLPD9wG--C",
"type" : "is-in"
},
{
"_key" : "74576",
"_id" : "worldEdges/74576",
"_from" : "worldVertices/country-chile",
"_to" : "worldVertices/continent-south-america",
"_rev" : "_mLPD9wK---",
"type" : "is-in"
},
{
"_key" : "74578",
"_id" : "worldEdges/74578",
"_from" : "worldVertices/country-colombia",
"_to" : "worldVertices/continent-south-america",
"_rev" : "_mLPD9wK--_",
"type" : "is-in"
},
{
"_key" : "74580",
"_id" : "worldEdges/74580",
"_from" : "worldVertices/country-cote-d-ivoire",
"_to" : "worldVertices/continent-africa",
"_rev" : "_mLPD9wK--A",
"type" : "is-in"
},
{
"_key" : "74582",
"_id" : "worldEdges/74582",
"_from" : "worldVertices/country-croatia",
"_to" : "worldVertices/continent-europe",
"_rev" : "_mLPD9wK--B",
"type" : "is-in"
},
{
"_key" : "74584",
"_id" : "worldEdges/74584",
"_from" : "worldVertices/country-czech-republic",
"_to" : "worldVertices/continent-europe",
"_rev" : "_mLPD9wK--C",
"type" : "is-in"
},
{
"_key" : "74586",
"_id" : "worldEdges/74586",
"_from" : "worldVertices/country-denmark",
"_to" : "worldVertices/continent-europe",
"_rev" : "_mLPD9wO---",
"type" : "is-in"
},
{
"_key" : "74588",
"_id" : "worldEdges/74588",
"_from" : "worldVertices/country-ecuador",
"_to" : "worldVertices/continent-south-america",
"_rev" : "_mLPD9wO--_",
"type" : "is-in"
},
{
"_key" : "74590",
"_id" : "worldEdges/74590",
"_from" : "worldVertices/country-egypt",
"_to" : "worldVertices/continent-africa",
"_rev" : "_mLPD9wO--A",
"type" : "is-in"
},
{
"_key" : "74592",
"_id" : "worldEdges/74592",
"_from" : "worldVertices/country-eritrea",
"_to" : "worldVertices/continent-africa",
"_rev" : "_mLPD9wO--B",
"type" : "is-in"
},
{
"_key" : "74594",
"_id" : "worldEdges/74594",
"_from" : "worldVertices/country-finland",
"_to" : "worldVertices/continent-europe",
"_rev" : "_mLPD9wO--C",
"type" : "is-in"
},
{
"_key" : "74596",
"_id" : "worldEdges/74596",
"_from" : "worldVertices/country-france",
"_to" : "worldVertices/continent-europe",
"_rev" : "_mLPD9wS---",
"type" : "is-in"
},
{
"_key" : "74598",
"_id" : "worldEdges/74598",
"_from" : "worldVertices/country-germany",
"_to" : "worldVertices/continent-europe",
"_rev" : "_mLPD9wS--_",
"type" : "is-in"
},
{
"_key" : "74600",
"_id" : "worldEdges/74600",
"_from" : "worldVertices/country-people-s-republic-of-china",
"_to" : "worldVertices/continent-asia",
"_rev" : "_mLPD9wS--A",
"type" : "is-in"
},
{
"_key" : "74602",
"_id" : "worldEdges/74602",
"_from" : "worldVertices/capital-algiers",
"_to" : "worldVertices/country-algeria",
"_rev" : "_mLPD9wS--B",
"type" : "is-in"
},
{
"_key" : "74604",
"_id" : "worldEdges/74604",
"_from" : "worldVertices/capital-andorra-la-vella",
"_to" : "worldVertices/country-andorra",
"_rev" : "_mLPD9wW---",
"type" : "is-in"
},
{
"_key" : "74606",
"_id" : "worldEdges/74606",
"_from" : "worldVertices/capital-asmara",
"_to" : "worldVertices/country-eritrea",
"_rev" : "_mLPD9wW--_",
"type" : "is-in"
},
{
"_key" : "74608",
"_id" : "worldEdges/74608",
"_from" : "worldVertices/capital-bandar-seri-begawan",
"_to" : "worldVertices/country-brunei",
"_rev" : "_mLPD9wW--A",
"type" : "is-in"
},
{
"_key" : "74610",
"_id" : "worldEdges/74610",
"_from" : "worldVertices/capital-beijing",
"_to" : "worldVertices/country-people-s-republic-of-china",
"_rev" : "_mLPD9wW--B",
"type" : "is-in"
},
{
"_key" : "74612",
"_id" : "worldEdges/74612",
"_from" : "worldVertices/capital-berlin",
"_to" : "worldVertices/country-germany",
"_rev" : "_mLPD9wW--C",
"type" : "is-in"
},
{
"_key" : "74614",
"_id" : "worldEdges/74614",
"_from" : "worldVertices/capital-bogota",
"_to" : "worldVertices/country-colombia",
"_rev" : "_mLPD9wa---",
"type" : "is-in"
},
{
"_key" : "74616",
"_id" : "worldEdges/74616",
"_from" : "worldVertices/capital-brasilia",
"_to" : "worldVertices/country-brazil",
"_rev" : "_mLPD9wa--_",
"type" : "is-in"
},
{
"_key" : "74618",
"_id" : "worldEdges/74618",
"_from" : "worldVertices/capital-bridgetown",
"_to" : "worldVertices/country-barbados",
"_rev" : "_mLPD9wa--A",
"type" : "is-in"
},
{
"_key" : "74620",
"_id" : "worldEdges/74620",
"_from" : "worldVertices/capital-brussels",
"_to" : "worldVertices/country-belgium",
"_rev" : "_mLPD9wa--B",
"type" : "is-in"
},
{
"_key" : "74622",
"_id" : "worldEdges/74622",
"_from" : "worldVertices/capital-buenos-aires",
"_to" : "worldVertices/country-argentina",
"_rev" : "_mLPD9we---",
"type" : "is-in"
},
{
"_key" : "74624",
"_id" : "worldEdges/74624",
"_from" : "worldVertices/capital-bujumbura",
"_to" : "worldVertices/country-burundi",
"_rev" : "_mLPD9we--_",
"type" : "is-in"
},
{
"_key" : "74626",
"_id" : "worldEdges/74626",
"_from" : "worldVertices/capital-cairo",
"_to" : "worldVertices/country-egypt",
"_rev" : "_mLPD9we--A",
"type" : "is-in"
},
{
"_key" : "74628",
"_id" : "worldEdges/74628",
"_from" : "worldVertices/capital-canberra",
"_to" : "worldVertices/country-australia",
"_rev" : "_mLPD9we--B",
"type" : "is-in"
},
{
"_key" : "74630",
"_id" : "worldEdges/74630",
"_from" : "worldVertices/capital-copenhagen",
"_to" : "worldVertices/country-denmark",
"_rev" : "_mLPD9wi---",
"type" : "is-in"
},
{
"_key" : "74632",
"_id" : "worldEdges/74632",
"_from" : "worldVertices/capital-dhaka",
"_to" : "worldVertices/country-bangladesh",
"_rev" : "_mLPD9wi--_",
"type" : "is-in"
},
{
"_key" : "74634",
"_id" : "worldEdges/74634",
"_from" : "worldVertices/capital-gaborone",
"_to" : "worldVertices/country-botswana",
"_rev" : "_mLPD9wi--A",
"type" : "is-in"
},
{
"_key" : "74636",
"_id" : "worldEdges/74636",
"_from" : "worldVertices/capital-helsinki",
"_to" : "worldVertices/country-finland",
"_rev" : "_mLPD9wi--B",
"type" : "is-in"
},
{
"_key" : "74638",
"_id" : "worldEdges/74638",
"_from" : "worldVertices/capital-kabul",
"_to" : "worldVertices/country-afghanistan",
"_rev" : "_mLPD9wm---",
"type" : "is-in"
},
{
"_key" : "74640",
"_id" : "worldEdges/74640",
"_from" : "worldVertices/capital-la-paz",
"_to" : "worldVertices/country-bolivia",
"_rev" : "_mLPD9wm--_",
"type" : "is-in"
},
{
"_key" : "74642",
"_id" : "worldEdges/74642",
"_from" : "worldVertices/capital-luanda",
"_to" : "worldVertices/country-angola",
"_rev" : "_mLPD9wm--A",
"type" : "is-in"
},
{
"_key" : "74644",
"_id" : "worldEdges/74644",
"_from" : "worldVertices/capital-manama",
"_to" : "worldVertices/country-bahrain",
"_rev" : "_mLPD9wm--B",
"type" : "is-in"
},
{
"_key" : "74646",
"_id" : "worldEdges/74646",
"_from" : "worldVertices/capital-nassau",
"_to" : "worldVertices/country-bahamas",
"_rev" : "_mLPD9wm--C",
"type" : "is-in"
},
{
"_key" : "74648",
"_id" : "worldEdges/74648",
"_from" : "worldVertices/capital-n-djamena",
"_to" : "worldVertices/country-chad",
"_rev" : "_mLPD9wm--D",
"type" : "is-in"
},
{
"_key" : "74650",
"_id" : "worldEdges/74650",
"_from" : "worldVertices/capital-ottawa",
"_to" : "worldVertices/country-canada",
"_rev" : "_mLPD9wq---",
"type" : "is-in"
},
{
"_key" : "74652",
"_id" : "worldEdges/74652",
"_from" : "worldVertices/capital-ouagadougou",
"_to" : "worldVertices/country-burkina-faso",
"_rev" : "_mLPD9wq--_",
"type" : "is-in"
},
{
"_key" : "74654",
"_id" : "worldEdges/74654",
"_from" : "worldVertices/capital-paris",
"_to" : "worldVertices/country-france",
"_rev" : "_mLPD9wq--A",
"type" : "is-in"
},
{
"_key" : "74656",
"_id" : "worldEdges/74656",
"_from" : "worldVertices/capital-phnom-penh",
"_to" : "worldVertices/country-cambodia",
"_rev" : "_mLPD9wq--B",
"type" : "is-in"
},
{
"_key" : "74658",
"_id" : "worldEdges/74658",
"_from" : "worldVertices/capital-prague",
"_to" : "worldVertices/country-czech-republic",
"_rev" : "_mLPD9wq--C",
"type" : "is-in"
},
{
"_key" : "74660",
"_id" : "worldEdges/74660",
"_from" : "worldVertices/capital-quito",
"_to" : "worldVertices/country-ecuador",
"_rev" : "_mLPD9wu---",
"type" : "is-in"
},
{
"_key" : "74662",
"_id" : "worldEdges/74662",
"_from" : "worldVertices/capital-saint-john-s",
"_to" : "worldVertices/country-antigua-and-barbuda",
"_rev" : "_mLPD9wu--_",
"type" : "is-in"
},
{
"_key" : "74664",
"_id" : "worldEdges/74664",
"_from" : "worldVertices/capital-santiago",
"_to" : "worldVertices/country-chile",
"_rev" : "_mLPD9wu--A",
"type" : "is-in"
},
{
"_key" : "74666",
"_id" : "worldEdges/74666",
"_from" : "worldVertices/capital-sarajevo",
"_to" : "worldVertices/country-bosnia-and-herzegovina",
"_rev" : "_mLPD9wu--B",
"type" : "is-in"
},
{
"_key" : "74668",
"_id" : "worldEdges/74668",
"_from" : "worldVertices/capital-sofia",
"_to" : "worldVertices/country-bulgaria",
"_rev" : "_mLPD9wy---",
"type" : "is-in"
},
{
"_key" : "74670",
"_id" : "worldEdges/74670",
"_from" : "worldVertices/capital-thimphu",
"_to" : "worldVertices/country-bhutan",
"_rev" : "_mLPD9wy--_",
"type" : "is-in"
},
{
"_key" : "74672",
"_id" : "worldEdges/74672",
"_from" : "worldVertices/capital-tirana",
"_to" : "worldVertices/country-albania",
"_rev" : "_mLPD9wy--A",
"type" : "is-in"
},
{
"_key" : "74674",
"_id" : "worldEdges/74674",
"_from" : "worldVertices/capital-vienna",
"_to" : "worldVertices/country-austria",
"_rev" : "_mLPD9wy--B",
"type" : "is-in"
},
{
"_key" : "74676",
"_id" : "worldEdges/74676",
"_from" : "worldVertices/capital-yamoussoukro",
"_to" : "worldVertices/country-cote-d-ivoire",
"_rev" : "_mLPD9wy--C",
"type" : "is-in"
},
{
"_key" : "74678",
"_id" : "worldEdges/74678",
"_from" : "worldVertices/capital-yaounde",
"_to" : "worldVertices/country-cameroon",
"_rev" : "_mLPD9w2---",
"type" : "is-in"
},
{
"_key" : "74680",
"_id" : "worldEdges/74680",
"_from" : "worldVertices/capital-zagreb",
"_to" : "worldVertices/country-croatia",
"_rev" : "_mLPD9w2--_",
"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" : "_mLPD96C---",
"name" : "Alice"
},
{
"_key" : "diana",
"_id" : "female/diana",
"_rev" : "_mLPD96G---",
"name" : "Diana"
}
]
[
{
"_key" : "bob",
"_id" : "male/bob",
"_rev" : "_mLPD96C--_",
"name" : "Bob"
},
{
"_key" : "charly",
"_id" : "male/charly",
"_rev" : "_mLPD96C--A",
"name" : "Charly"
}
]
[
{
"_key" : "75016",
"_id" : "relation/75016",
"_from" : "female/alice",
"_to" : "male/bob",
"_rev" : "_mLPD96G--_",
"type" : "married",
"vertex" : "alice"
},
{
"_key" : "75018",
"_id" : "relation/75018",
"_from" : "female/alice",
"_to" : "male/charly",
"_rev" : "_mLPD96G--A",
"type" : "friend",
"vertex" : "alice"
},
{
"_key" : "75020",
"_id" : "relation/75020",
"_from" : "male/charly",
"_to" : "female/diana",
"_rev" : "_mLPD96G--B",
"type" : "married",
"vertex" : "charly"
},
{
"_key" : "75022",
"_id" : "relation/75022",
"_from" : "male/bob",
"_to" : "female/diana",
"_rev" : "_mLPD96K---",
"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" : "_mLPD966---",
"population" : 80000,
"isCapital" : false,
"geometry" : {
"type" : "Point",
"coordinates" : [
4.84,
45.76
]
}
},
{
"_key" : "Paris",
"_id" : "frenchCity/Paris",
"_rev" : "_mLPD966--_",
"population" : 4000000,
"isCapital" : true,
"geometry" : {
"type" : "Point",
"coordinates" : [
2.3508,
48.8567
]
}
}
]
[
{
"_key" : "Berlin",
"_id" : "germanCity/Berlin",
"_rev" : "_mLPD962---",
"population" : 3000000,
"isCapital" : true,
"geometry" : {
"type" : "Point",
"coordinates" : [
13.3833,
52.5167
]
}
},
{
"_key" : "Cologne",
"_id" : "germanCity/Cologne",
"_rev" : "_mLPD962--_",
"population" : 1000000,
"isCapital" : false,
"geometry" : {
"type" : "Point",
"coordinates" : [
6.9528,
50.9364
]
}
},
{
"_key" : "Hamburg",
"_id" : "germanCity/Hamburg",
"_rev" : "_mLPD962--A",
"population" : 1000000,
"isCapital" : false,
"geometry" : {
"type" : "Point",
"coordinates" : [
10.0014,
53.5653
]
}
}
]
[
{
"_key" : "75112",
"_id" : "germanHighway/75112",
"_from" : "germanCity/Berlin",
"_to" : "germanCity/Cologne",
"_rev" : "_mLPD97---_",
"distance" : 850
},
{
"_key" : "75114",
"_id" : "germanHighway/75114",
"_from" : "germanCity/Berlin",
"_to" : "germanCity/Hamburg",
"_rev" : "_mLPD97---A",
"distance" : 400
},
{
"_key" : "75116",
"_id" : "germanHighway/75116",
"_from" : "germanCity/Hamburg",
"_to" : "germanCity/Cologne",
"_rev" : "_mLPD97---B",
"distance" : 500
}
]
[
{
"_key" : "75118",
"_id" : "frenchHighway/75118",
"_from" : "frenchCity/Paris",
"_to" : "frenchCity/Lyon",
"_rev" : "_mLPD97C---",
"distance" : 550
}
]
[
{
"_key" : "75120",
"_id" : "internationalHighway/75120",
"_from" : "germanCity/Berlin",
"_to" : "frenchCity/Lyon",
"_rev" : "_mLPD97C--_",
"distance" : 1100
},
{
"_key" : "75122",
"_id" : "internationalHighway/75122",
"_from" : "germanCity/Berlin",
"_to" : "frenchCity/Paris",
"_rev" : "_mLPD97C--A",
"distance" : 1200
},
{
"_key" : "75124",
"_id" : "internationalHighway/75124",
"_from" : "germanCity/Hamburg",
"_to" : "frenchCity/Paris",
"_rev" : "_mLPD97G---",
"distance" : 900
},
{
"_key" : "75126",
"_id" : "internationalHighway/75126",
"_from" : "germanCity/Hamburg",
"_to" : "frenchCity/Lyon",
"_rev" : "_mLPD97G--_",
"distance" : 1300
},
{
"_key" : "75128",
"_id" : "internationalHighway/75128",
"_from" : "germanCity/Cologne",
"_to" : "frenchCity/Lyon",
"_rev" : "_mLPD97G--A",
"distance" : 700
},
{
"_key" : "75130",
"_id" : "internationalHighway/75130",
"_from" : "germanCity/Cologne",
"_to" : "frenchCity/Paris",
"_rev" : "_mLPD97G--B",
"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" : "_mLPD98q---"
},
{
"_key" : "A2",
"_id" : "components/A2",
"_rev" : "_mLPD98q--_"
},
{
"_key" : "A3",
"_id" : "components/A3",
"_rev" : "_mLPD98q--A"
},
{
"_key" : "A4",
"_id" : "components/A4",
"_rev" : "_mLPD98u---"
},
{
"_key" : "B1",
"_id" : "components/B1",
"_rev" : "_mLPD98u--_"
},
{
"_key" : "B3",
"_id" : "components/B3",
"_rev" : "_mLPD98u--A"
},
{
"_key" : "B2",
"_id" : "components/B2",
"_rev" : "_mLPD98u--B"
},
{
"_key" : "B4",
"_id" : "components/B4",
"_rev" : "_mLPD98u--C"
},
{
"_key" : "B6",
"_id" : "components/B6",
"_rev" : "_mLPD98y---"
},
{
"_key" : "B5",
"_id" : "components/B5",
"_rev" : "_mLPD98y--_"
},
{
"_key" : "B7",
"_id" : "components/B7",
"_rev" : "_mLPD98y--A"
},
{
"_key" : "B8",
"_id" : "components/B8",
"_rev" : "_mLPD98y--B"
},
{
"_key" : "B9",
"_id" : "components/B9",
"_rev" : "_mLPD98y--C"
},
{
"_key" : "B10",
"_id" : "components/B10",
"_rev" : "_mLPD982---"
},
{
"_key" : "B19",
"_id" : "components/B19",
"_rev" : "_mLPD982--_"
},
{
"_key" : "B11",
"_id" : "components/B11",
"_rev" : "_mLPD982--A"
},
{
"_key" : "B12",
"_id" : "components/B12",
"_rev" : "_mLPD982--B"
},
{
"_key" : "B13",
"_id" : "components/B13",
"_rev" : "_mLPD986---"
},
{
"_key" : "B20",
"_id" : "components/B20",
"_rev" : "_mLPD986--_"
},
{
"_key" : "B14",
"_id" : "components/B14",
"_rev" : "_mLPD986--A"
},
{
"_key" : "B15",
"_id" : "components/B15",
"_rev" : "_mLPD986--B"
},
{
"_key" : "B16",
"_id" : "components/B16",
"_rev" : "_mLPD986--C"
},
{
"_key" : "B17",
"_id" : "components/B17",
"_rev" : "_mLPD986--D"
},
{
"_key" : "B18",
"_id" : "components/B18",
"_rev" : "_mLPD99----"
},
{
"_key" : "B21",
"_id" : "components/B21",
"_rev" : "_mLPD99---_"
},
{
"_key" : "B22",
"_id" : "components/B22",
"_rev" : "_mLPD99---A"
},
{
"_key" : "C1",
"_id" : "components/C1",
"_rev" : "_mLPD99---B"
},
{
"_key" : "C2",
"_id" : "components/C2",
"_rev" : "_mLPD99---C"
},
{
"_key" : "C3",
"_id" : "components/C3",
"_rev" : "_mLPD99C---"
},
{
"_key" : "C4",
"_id" : "components/C4",
"_rev" : "_mLPD99C--_"
},
{
"_key" : "C5",
"_id" : "components/C5",
"_rev" : "_mLPD99C--A"
},
{
"_key" : "C7",
"_id" : "components/C7",
"_rev" : "_mLPD99C--B"
},
{
"_key" : "C6",
"_id" : "components/C6",
"_rev" : "_mLPD99C--C"
},
{
"_key" : "C8",
"_id" : "components/C8",
"_rev" : "_mLPD99G---"
},
{
"_key" : "C9",
"_id" : "components/C9",
"_rev" : "_mLPD99G--_"
},
{
"_key" : "C10",
"_id" : "components/C10",
"_rev" : "_mLPD99G--A"
}
]
[
{
"_key" : "75247",
"_id" : "connections/75247",
"_from" : "components/A1",
"_to" : "components/A2",
"_rev" : "_mLPD99G--B"
},
{
"_key" : "75249",
"_id" : "connections/75249",
"_from" : "components/A2",
"_to" : "components/A3",
"_rev" : "_mLPD99K---"
},
{
"_key" : "75251",
"_id" : "connections/75251",
"_from" : "components/A3",
"_to" : "components/A4",
"_rev" : "_mLPD99K--_"
},
{
"_key" : "75253",
"_id" : "connections/75253",
"_from" : "components/A4",
"_to" : "components/A1",
"_rev" : "_mLPD99K--A"
},
{
"_key" : "75255",
"_id" : "connections/75255",
"_from" : "components/B1",
"_to" : "components/B3",
"_rev" : "_mLPD99O---"
},
{
"_key" : "75257",
"_id" : "connections/75257",
"_from" : "components/B2",
"_to" : "components/B4",
"_rev" : "_mLPD99O--_"
},
{
"_key" : "75259",
"_id" : "connections/75259",
"_from" : "components/B3",
"_to" : "components/B6",
"_rev" : "_mLPD99O--A"
},
{
"_key" : "75261",
"_id" : "connections/75261",
"_from" : "components/B4",
"_to" : "components/B3",
"_rev" : "_mLPD99O--B"
},
{
"_key" : "75263",
"_id" : "connections/75263",
"_from" : "components/B4",
"_to" : "components/B5",
"_rev" : "_mLPD99S---"
},
{
"_key" : "75265",
"_id" : "connections/75265",
"_from" : "components/B6",
"_to" : "components/B7",
"_rev" : "_mLPD99S--_"
},
{
"_key" : "75267",
"_id" : "connections/75267",
"_from" : "components/B7",
"_to" : "components/B8",
"_rev" : "_mLPD99S--A"
},
{
"_key" : "75269",
"_id" : "connections/75269",
"_from" : "components/B7",
"_to" : "components/B9",
"_rev" : "_mLPD99S--B"
},
{
"_key" : "75271",
"_id" : "connections/75271",
"_from" : "components/B7",
"_to" : "components/B10",
"_rev" : "_mLPD99W---"
},
{
"_key" : "75273",
"_id" : "connections/75273",
"_from" : "components/B7",
"_to" : "components/B19",
"_rev" : "_mLPD99W--_"
},
{
"_key" : "75275",
"_id" : "connections/75275",
"_from" : "components/B11",
"_to" : "components/B10",
"_rev" : "_mLPD99W--A"
},
{
"_key" : "75277",
"_id" : "connections/75277",
"_from" : "components/B12",
"_to" : "components/B11",
"_rev" : "_mLPD99W--B"
},
{
"_key" : "75279",
"_id" : "connections/75279",
"_from" : "components/B13",
"_to" : "components/B12",
"_rev" : "_mLPD99a---"
},
{
"_key" : "75281",
"_id" : "connections/75281",
"_from" : "components/B13",
"_to" : "components/B20",
"_rev" : "_mLPD99a--_"
},
{
"_key" : "75283",
"_id" : "connections/75283",
"_from" : "components/B14",
"_to" : "components/B13",
"_rev" : "_mLPD99a--A"
},
{
"_key" : "75285",
"_id" : "connections/75285",
"_from" : "components/B15",
"_to" : "components/B14",
"_rev" : "_mLPD99a--B"
},
{
"_key" : "75287",
"_id" : "connections/75287",
"_from" : "components/B15",
"_to" : "components/B16",
"_rev" : "_mLPD99a--C"
},
{
"_key" : "75289",
"_id" : "connections/75289",
"_from" : "components/B17",
"_to" : "components/B15",
"_rev" : "_mLPD99e---"
},
{
"_key" : "75291",
"_id" : "connections/75291",
"_from" : "components/B17",
"_to" : "components/B18",
"_rev" : "_mLPD99e--_"
},
{
"_key" : "75293",
"_id" : "connections/75293",
"_from" : "components/B19",
"_to" : "components/B17",
"_rev" : "_mLPD99e--A"
},
{
"_key" : "75295",
"_id" : "connections/75295",
"_from" : "components/B20",
"_to" : "components/B21",
"_rev" : "_mLPD99e--B"
},
{
"_key" : "75297",
"_id" : "connections/75297",
"_from" : "components/B20",
"_to" : "components/B22",
"_rev" : "_mLPD99i---"
},
{
"_key" : "75299",
"_id" : "connections/75299",
"_from" : "components/C1",
"_to" : "components/C2",
"_rev" : "_mLPD99i--_"
},
{
"_key" : "75301",
"_id" : "connections/75301",
"_from" : "components/C2",
"_to" : "components/C3",
"_rev" : "_mLPD99i--A"
},
{
"_key" : "75303",
"_id" : "connections/75303",
"_from" : "components/C3",
"_to" : "components/C4",
"_rev" : "_mLPD99m---"
},
{
"_key" : "75305",
"_id" : "connections/75305",
"_from" : "components/C4",
"_to" : "components/C5",
"_rev" : "_mLPD99m--_"
},
{
"_key" : "75307",
"_id" : "connections/75307",
"_from" : "components/C4",
"_to" : "components/C7",
"_rev" : "_mLPD99m--A"
},
{
"_key" : "75309",
"_id" : "connections/75309",
"_from" : "components/C5",
"_to" : "components/C6",
"_rev" : "_mLPD99m--B"
},
{
"_key" : "75311",
"_id" : "connections/75311",
"_from" : "components/C5",
"_to" : "components/C7",
"_rev" : "_mLPD99q---"
},
{
"_key" : "75313",
"_id" : "connections/75313",
"_from" : "components/C7",
"_to" : "components/C8",
"_rev" : "_mLPD99q--_"
},
{
"_key" : "75315",
"_id" : "connections/75315",
"_from" : "components/C8",
"_to" : "components/C9",
"_rev" : "_mLPD99q--A"
},
{
"_key" : "75317",
"_id" : "connections/75317",
"_from" : "components/C8",
"_to" : "components/C10",
"_rev" : "_mLPD99q--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.