diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000000000000000000000000000000000000..c22302dc3a97d97950c9f0c438b8dddd644daedd
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,2 @@
+./neo4j/
+.idea/
\ No newline at end of file
diff --git a/README.md b/README.md
index e2798fbe13ea69858deb442ca75c3f3a066b185f..5ef08c0e12ed9cb9cd59b9f486a13a1dc05b2ab9 100644
--- a/README.md
+++ b/README.md
@@ -1 +1,8 @@
-# the-software-graph
\ No newline at end of file
+# the-software-graph
+
+## En cas d'erreur
+`neo4j | Folder /data is not accessible for user: 7474 or group 7474 or groups 7474, this is commonly a file permissions issue on the mounted folder.`
+
+Solution:
+
+`sudo chmod -R 777 neo4j/data`
\ No newline at end of file
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 0000000000000000000000000000000000000000..43d0a2b14c4884a5bc5ce99baf9ec2c5429a402f
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,50 @@
+version: '3.7'
+
+services:
+  database:
+    build: ./neo4j
+    environment:
+      - NEO4J_AUTH=neo4j/test
+    ports:
+      - "7474:7474"
+      - "7687:7687"
+    volumes:
+      - ./neo4j/import:/var/lib/neo4j/import
+      - ./neo4j/data:/var/lib/neo4j/data
+    container_name: neo4j
+  redis:
+    image: "redis:alpine"
+    ports:
+      - "6379:6379"
+  sg-backend:
+    build: ./sg-backend
+    command: sh -c "/wait && uvicorn main:app --reload --host 0.0.0.0"
+    environment:
+      - FRONTEND_URL="http://localhost"
+      - NEO4J_URI=neo4j://database:7687
+      - NEO4J_USER=neo4j
+      - NEO4J_PASSWORD=test
+      - WAIT_HOSTS=database:7474
+      - WAIT_HOSTS_TIMEOUT=300
+      - WAIT_SLEEP_INTERVAL=5
+      - WAIT_HOST_CONNECT_TIMEOUT=30
+    volumes:
+      - ./sg-backend:/code
+    depends_on:
+      - database
+      - redis
+    ports:
+      - "8000:8000"
+  sg-frontend:
+    build: ./sg-frontend
+    environment:
+      - VITE_BACKEND_URL=http://localhost:8000
+    volumes:
+      - ./sg-frontend:/app
+      - node_modules:/app/node_modules
+    ports:
+      - "5173:5173"
+    depends_on:
+      - sg-backend
+volumes:
+  node_modules:
\ No newline at end of file
diff --git a/neo4j/Dockerfile b/neo4j/Dockerfile
new file mode 100755
index 0000000000000000000000000000000000000000..2b3baebe60847c2487208260856ec0b1e3772e75
--- /dev/null
+++ b/neo4j/Dockerfile
@@ -0,0 +1,19 @@
+FROM neo4j:4.4.0
+
+
+#ARG UID
+#ARG GID
+#
+#ENV UID=${UID}
+#ENV GID=${GID}
+#
+#RUN addgroup -g ${GID} --system neo4j
+#RUN adduser -G neo4j --system -D -s /bin/sh -u ${UID} neo4j
+#COPY import/* import/
+#RUN bash -c "neo4j-admin load --from=/import/software-graph.dump --verbose --database=software-graph"
+#RUN bash -c "neo4j-admin load --from=import/software-graph.dump --database=data --force --verbose"
+#RUN bash -c "cypher-shell -u neo4j -p test --non-interactive -f import/data_cypher.cypher"
+
+USER neo4j
+
+EXPOSE 7474 7473 7687
\ No newline at end of file
diff --git a/neo4j/conf/neo4j.conf b/neo4j/conf/neo4j.conf
new file mode 100644
index 0000000000000000000000000000000000000000..62533b8417141cf26155a7e50f934a504a7be55b
--- /dev/null
+++ b/neo4j/conf/neo4j.conf
@@ -0,0 +1,7 @@
+
+dbms.tx_log.rotation.retention_policy=100M size
+
+dbms.memory.pagecache.size=512M
+
+dbms.default_listen_address=0.0.0.0
+dbms.directories.logs=/logs
diff --git a/sg-backend/test.json b/neo4j/data/databases/neo4j/database_lock
old mode 100644
new mode 100755
similarity index 100%
rename from sg-backend/test.json
rename to neo4j/data/databases/neo4j/database_lock
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diff --git a/neo4j/data/databases/system/neostore.propertystore.db b/neo4j/data/databases/system/neostore.propertystore.db
new file mode 100755
index 0000000000000000000000000000000000000000..222f27032ca94062fe54b7ebac9b1bb3c864ad2a
Binary files /dev/null and b/neo4j/data/databases/system/neostore.propertystore.db differ
diff --git a/neo4j/data/databases/system/neostore.propertystore.db.arrays b/neo4j/data/databases/system/neostore.propertystore.db.arrays
new file mode 100755
index 0000000000000000000000000000000000000000..d19598d74e5c5046e0090285895b3443642008be
Binary files /dev/null and b/neo4j/data/databases/system/neostore.propertystore.db.arrays differ
diff --git a/neo4j/data/databases/system/neostore.propertystore.db.arrays.id b/neo4j/data/databases/system/neostore.propertystore.db.arrays.id
new file mode 100755
index 0000000000000000000000000000000000000000..9c7e828663fb5a93eee1f0f57aaf94a50a8b1b69
Binary files /dev/null and b/neo4j/data/databases/system/neostore.propertystore.db.arrays.id differ
diff --git a/neo4j/data/databases/system/neostore.propertystore.db.id b/neo4j/data/databases/system/neostore.propertystore.db.id
new file mode 100755
index 0000000000000000000000000000000000000000..b9fe50ea14dfbaa0b0d8e36fe876f8df027bac14
Binary files /dev/null and b/neo4j/data/databases/system/neostore.propertystore.db.id differ
diff --git a/neo4j/data/databases/system/neostore.propertystore.db.index b/neo4j/data/databases/system/neostore.propertystore.db.index
new file mode 100755
index 0000000000000000000000000000000000000000..de68d5b28d794b4e2674c12ac2517c310f62a561
Binary files /dev/null and b/neo4j/data/databases/system/neostore.propertystore.db.index differ
diff --git a/neo4j/data/databases/system/neostore.propertystore.db.index.id b/neo4j/data/databases/system/neostore.propertystore.db.index.id
new file mode 100755
index 0000000000000000000000000000000000000000..44f0ed7261f91bf74a4d120ab8d9048455fc2abc
Binary files /dev/null and b/neo4j/data/databases/system/neostore.propertystore.db.index.id differ
diff --git a/neo4j/data/databases/system/neostore.propertystore.db.index.keys b/neo4j/data/databases/system/neostore.propertystore.db.index.keys
new file mode 100755
index 0000000000000000000000000000000000000000..e5605ce8b8a820dbb85f030d8acd0a776ab662b8
Binary files /dev/null and b/neo4j/data/databases/system/neostore.propertystore.db.index.keys differ
diff --git a/neo4j/data/databases/system/neostore.propertystore.db.index.keys.id b/neo4j/data/databases/system/neostore.propertystore.db.index.keys.id
new file mode 100755
index 0000000000000000000000000000000000000000..e33cbbab8d85c37b0dee0f9fd0be520fc9dfe1f8
Binary files /dev/null and b/neo4j/data/databases/system/neostore.propertystore.db.index.keys.id differ
diff --git a/neo4j/data/databases/system/neostore.propertystore.db.strings b/neo4j/data/databases/system/neostore.propertystore.db.strings
new file mode 100755
index 0000000000000000000000000000000000000000..a91a48e13129e9c348e2224cad54a8d318456991
Binary files /dev/null and b/neo4j/data/databases/system/neostore.propertystore.db.strings differ
diff --git a/neo4j/data/databases/system/neostore.propertystore.db.strings.id b/neo4j/data/databases/system/neostore.propertystore.db.strings.id
new file mode 100755
index 0000000000000000000000000000000000000000..f44372f843be8097336a6aba1b944c573542fb3e
Binary files /dev/null and b/neo4j/data/databases/system/neostore.propertystore.db.strings.id differ
diff --git a/neo4j/data/databases/system/neostore.relationshipgroupstore.db b/neo4j/data/databases/system/neostore.relationshipgroupstore.db
new file mode 100755
index 0000000000000000000000000000000000000000..b72840ef50b6a432f92ecd6edaaf539fae606949
Binary files /dev/null and b/neo4j/data/databases/system/neostore.relationshipgroupstore.db differ
diff --git a/neo4j/data/databases/system/neostore.relationshipgroupstore.db.id b/neo4j/data/databases/system/neostore.relationshipgroupstore.db.id
new file mode 100755
index 0000000000000000000000000000000000000000..9c7e828663fb5a93eee1f0f57aaf94a50a8b1b69
Binary files /dev/null and b/neo4j/data/databases/system/neostore.relationshipgroupstore.db.id differ
diff --git a/neo4j/data/databases/system/neostore.relationshipgroupstore.degrees.db b/neo4j/data/databases/system/neostore.relationshipgroupstore.degrees.db
new file mode 100755
index 0000000000000000000000000000000000000000..44a3958209441d1cb5e04f5f72a5c1a2049f3f58
Binary files /dev/null and b/neo4j/data/databases/system/neostore.relationshipgroupstore.degrees.db differ
diff --git a/neo4j/data/databases/system/neostore.relationshipstore.db b/neo4j/data/databases/system/neostore.relationshipstore.db
new file mode 100755
index 0000000000000000000000000000000000000000..14bd74b1d74a664fc474194c6ac3b01222ccb276
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diff --git a/neo4j/data/databases/system/neostore.relationshipstore.db.id b/neo4j/data/databases/system/neostore.relationshipstore.db.id
new file mode 100755
index 0000000000000000000000000000000000000000..5c4f85d1ca0179601c0a46101004d7db97dc5431
Binary files /dev/null and b/neo4j/data/databases/system/neostore.relationshipstore.db.id differ
diff --git a/neo4j/data/databases/system/neostore.relationshiptypescanstore.db b/neo4j/data/databases/system/neostore.relationshiptypescanstore.db
new file mode 100755
index 0000000000000000000000000000000000000000..31569c49ccdf77da552681057d8410a3baca0e10
Binary files /dev/null and b/neo4j/data/databases/system/neostore.relationshiptypescanstore.db differ
diff --git a/neo4j/data/databases/system/neostore.relationshiptypestore.db b/neo4j/data/databases/system/neostore.relationshiptypestore.db
new file mode 100755
index 0000000000000000000000000000000000000000..5a7a0b60b80e1df73f96b4c78484d7ec7c783620
Binary files /dev/null and b/neo4j/data/databases/system/neostore.relationshiptypestore.db differ
diff --git a/neo4j/data/databases/system/neostore.relationshiptypestore.db.id b/neo4j/data/databases/system/neostore.relationshiptypestore.db.id
new file mode 100755
index 0000000000000000000000000000000000000000..9c7e828663fb5a93eee1f0f57aaf94a50a8b1b69
Binary files /dev/null and b/neo4j/data/databases/system/neostore.relationshiptypestore.db.id differ
diff --git a/neo4j/data/databases/system/neostore.relationshiptypestore.db.names b/neo4j/data/databases/system/neostore.relationshiptypestore.db.names
new file mode 100755
index 0000000000000000000000000000000000000000..1aa8cf651908b749d5e27d1bc899e72eee93dc0a
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diff --git a/neo4j/data/databases/system/neostore.relationshiptypestore.db.names.id b/neo4j/data/databases/system/neostore.relationshiptypestore.db.names.id
new file mode 100755
index 0000000000000000000000000000000000000000..5c4f85d1ca0179601c0a46101004d7db97dc5431
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diff --git a/neo4j/data/databases/system/neostore.schemastore.db b/neo4j/data/databases/system/neostore.schemastore.db
new file mode 100755
index 0000000000000000000000000000000000000000..8e31522a58180d5c3ff275636085e244cbf34def
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diff --git a/neo4j/data/databases/system/neostore.schemastore.db.id b/neo4j/data/databases/system/neostore.schemastore.db.id
new file mode 100755
index 0000000000000000000000000000000000000000..b9c6494f4fbc44ea3b69b8e517381d379c37aefe
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diff --git a/neo4j/data/databases/system/schema/index/native-btree-1.0/3/index-3 b/neo4j/data/databases/system/schema/index/native-btree-1.0/3/index-3
new file mode 100755
index 0000000000000000000000000000000000000000..75474a6934bcc753f63eb9d768828b542c609e3a
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diff --git a/neo4j/data/databases/system/schema/index/native-btree-1.0/4/index-4 b/neo4j/data/databases/system/schema/index/native-btree-1.0/4/index-4
new file mode 100755
index 0000000000000000000000000000000000000000..45143b74df3e07e863f7a17dce841ffdf07bc938
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diff --git a/neo4j/data/databases/system/schema/index/native-btree-1.0/7/index-7 b/neo4j/data/databases/system/schema/index/native-btree-1.0/7/index-7
new file mode 100755
index 0000000000000000000000000000000000000000..84bbb106a293d4122448099b6a5cad7930262a07
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diff --git a/neo4j/data/dbms/auth.ini b/neo4j/data/dbms/auth.ini
new file mode 100644
index 0000000000000000000000000000000000000000..1b24e9c596f65f066f5afc002057e429887f9a55
--- /dev/null
+++ b/neo4j/data/dbms/auth.ini
@@ -0,0 +1 @@
+neo4j:SHA-256,906719f6da0ad46d3082df3e1b8b94748c421a50715d5b0c272352fe07f800b8,9e0db27dc9ab2a017f801384f24c47b7c0eea36916a0b907dbee8ad32533b1c3,1024:
diff --git a/neo4j/data/server_id b/neo4j/data/server_id
new file mode 100755
index 0000000000000000000000000000000000000000..79c9d047b202d753b2b172752c1aa3e2a94a54b5
--- /dev/null
+++ b/neo4j/data/server_id
@@ -0,0 +1 @@
+
jA#*bCFƒ2±Û]k»±
\ No newline at end of file
diff --git a/neo4j/data/transactions/neo4j/checkpoint.0 b/neo4j/data/transactions/neo4j/checkpoint.0
new file mode 100755
index 0000000000000000000000000000000000000000..a9f5b87cdeebc04eef63e5067da20ddf8aad46a5
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diff --git a/neo4j/data/transactions/neo4j/neostore.transaction.db.0 b/neo4j/data/transactions/neo4j/neostore.transaction.db.0
new file mode 100755
index 0000000000000000000000000000000000000000..0c8a119a7fb9610d88a35e52274d0a344123040c
Binary files /dev/null and b/neo4j/data/transactions/neo4j/neostore.transaction.db.0 differ
diff --git a/neo4j/data/transactions/system/checkpoint.0 b/neo4j/data/transactions/system/checkpoint.0
new file mode 100755
index 0000000000000000000000000000000000000000..94ce862967002de98fd2880ffb4dad286933334d
Binary files /dev/null and b/neo4j/data/transactions/system/checkpoint.0 differ
diff --git a/neo4j/data/transactions/system/neostore.transaction.db.0 b/neo4j/data/transactions/system/neostore.transaction.db.0
new file mode 100755
index 0000000000000000000000000000000000000000..a9045c9667be60eeeaa3d2475235de615732df00
Binary files /dev/null and b/neo4j/data/transactions/system/neostore.transaction.db.0 differ
diff --git a/neo4j/data_cypher b/neo4j/data_cypher
new file mode 100755
index 0000000000000000000000000000000000000000..210a94eaddb5768b1e570d4f6677929b876f17d4
--- /dev/null
+++ b/neo4j/data_cypher
@@ -0,0 +1,110 @@
+:begin
+CREATE INDEX FOR (node:Person) ON (node.born);
+CREATE INDEX FOR (node:Movie) ON (node.released);
+CREATE CONSTRAINT ON (node:Person) ASSERT (node.name) IS UNIQUE;
+CREATE CONSTRAINT ON (node:Movie) ASSERT (node.title) IS UNIQUE;
+CREATE CONSTRAINT ON (node:`UNIQUE IMPORT LABEL`) ASSERT (node.`UNIQUE IMPORT ID`) IS UNIQUE;
+:commit
+CALL db.awaitIndexes(300);
+:begin
+UNWIND [{name:"Keanu Reeves", properties:{born:1964}}, {name:"Carrie-Anne Moss", properties:{born:1967}}, {name:"Laurence Fishburne", properties:{born:1961}}, {name:"Hugo Weaving", properties:{born:1960}}, {name:"Lilly Wachowski", properties:{born:1967}}, {name:"Lana Wachowski", properties:{born:1965}}, {name:"Joel Silver", properties:{born:1952}}, {name:"Emil Eifrem", properties:{born:1978}}, {name:"Charlize Theron", properties:{born:1975}}, {name:"Al Pacino", properties:{born:1940}}, {name:"Taylor Hackford", properties:{born:1944}}, {name:"Tom Cruise", properties:{born:1962}}, {name:"Jack Nicholson", properties:{born:1937}}, {name:"Demi Moore", properties:{born:1962}}, {name:"Kevin Bacon", properties:{born:1958}}, {name:"Kiefer Sutherland", properties:{born:1966}}, {name:"Noah Wyle", properties:{born:1971}}, {name:"Cuba Gooding Jr.", properties:{born:1968}}, {name:"Kevin Pollak", properties:{born:1957}}, {name:"J.T. Walsh", properties:{born:1943}}] AS row
+CREATE (n:Person{name: row.name}) SET n += row.properties;
+UNWIND [{name:"James Marshall", properties:{born:1967}}, {name:"Christopher Guest", properties:{born:1948}}, {name:"Rob Reiner", properties:{born:1947}}, {name:"Aaron Sorkin", properties:{born:1961}}, {name:"Kelly McGillis", properties:{born:1957}}, {name:"Val Kilmer", properties:{born:1959}}, {name:"Anthony Edwards", properties:{born:1962}}, {name:"Tom Skerritt", properties:{born:1933}}, {name:"Meg Ryan", properties:{born:1961}}, {name:"Tony Scott", properties:{born:1944}}, {name:"Jim Cash", properties:{born:1941}}, {name:"Renee Zellweger", properties:{born:1969}}, {name:"Kelly Preston", properties:{born:1962}}, {name:"Jerry O'Connell", properties:{born:1974}}, {name:"Jay Mohr", properties:{born:1970}}, {name:"Bonnie Hunt", properties:{born:1961}}, {name:"Regina King", properties:{born:1971}}, {name:"Jonathan Lipnicki", properties:{born:1996}}, {name:"Cameron Crowe", properties:{born:1957}}, {name:"River Phoenix", properties:{born:1970}}] AS row
+CREATE (n:Person{name: row.name}) SET n += row.properties;
+UNWIND [{name:"Corey Feldman", properties:{born:1971}}, {name:"Wil Wheaton", properties:{born:1972}}, {name:"John Cusack", properties:{born:1966}}, {name:"Marshall Bell", properties:{born:1942}}, {name:"Helen Hunt", properties:{born:1963}}, {name:"Greg Kinnear", properties:{born:1963}}, {name:"James L. Brooks", properties:{born:1940}}, {name:"Annabella Sciorra", properties:{born:1960}}, {name:"Max von Sydow", properties:{born:1929}}, {name:"Werner Herzog", properties:{born:1942}}, {name:"Robin Williams", properties:{born:1951}}, {name:"Vincent Ward", properties:{born:1956}}, {name:"Ethan Hawke", properties:{born:1970}}, {name:"Rick Yune", properties:{born:1971}}, {name:"James Cromwell", properties:{born:1940}}, {name:"Scott Hicks", properties:{born:1953}}, {name:"Parker Posey", properties:{born:1968}}, {name:"Dave Chappelle", properties:{born:1973}}, {name:"Steve Zahn", properties:{born:1967}}, {name:"Tom Hanks", properties:{born:1956}}] AS row
+CREATE (n:Person{name: row.name}) SET n += row.properties;
+UNWIND [{name:"Nora Ephron", properties:{born:1941}}, {name:"Rita Wilson", properties:{born:1956}}, {name:"Bill Pullman", properties:{born:1953}}, {name:"Victor Garber", properties:{born:1949}}, {name:"Rosie O'Donnell", properties:{born:1962}}, {name:"John Patrick Stanley", properties:{born:1950}}, {name:"Nathan Lane", properties:{born:1956}}, {name:"Billy Crystal", properties:{born:1948}}, {name:"Carrie Fisher", properties:{born:1956}}, {name:"Bruno Kirby", properties:{born:1949}}, {name:"Liv Tyler", properties:{born:1977}}, {name:"Brooke Langton", properties:{born:1970}}, {name:"Gene Hackman", properties:{born:1930}}, {name:"Orlando Jones", properties:{born:1968}}, {name:"Howard Deutch", properties:{born:1950}}, {name:"Christian Bale", properties:{born:1974}}, {name:"Zach Grenier", properties:{born:1954}}, {name:"Mike Nichols", properties:{born:1931}}, {name:"Richard Harris", properties:{born:1930}}, {name:"Clint Eastwood", properties:{born:1930}}] AS row
+CREATE (n:Person{name: row.name}) SET n += row.properties;
+UNWIND [{name:"Takeshi Kitano", properties:{born:1947}}, {name:"Dina Meyer", properties:{born:1968}}, {name:"Ice-T", properties:{born:1958}}, {name:"Robert Longo", properties:{born:1953}}, {name:"Halle Berry", properties:{born:1966}}, {name:"Jim Broadbent", properties:{born:1949}}, {name:"Tom Tykwer", properties:{born:1965}}, {name:"David Mitchell", properties:{born:1969}}, {name:"Stefan Arndt", properties:{born:1961}}, {name:"Ian McKellen", properties:{born:1939}}, {name:"Audrey Tautou", properties:{born:1976}}, {name:"Paul Bettany", properties:{born:1971}}, {name:"Ron Howard", properties:{born:1954}}, {name:"Natalie Portman", properties:{born:1981}}, {name:"Stephen Rea", properties:{born:1946}}, {name:"John Hurt", properties:{born:1940}}, {name:"Ben Miles", properties:{born:1967}}, {name:"Emile Hirsch", properties:{born:1985}}, {name:"John Goodman", properties:{born:1960}}, {name:"Susan Sarandon", properties:{born:1946}}] AS row
+CREATE (n:Person{name: row.name}) SET n += row.properties;
+UNWIND [{name:"Matthew Fox", properties:{born:1966}}, {name:"Christina Ricci", properties:{born:1980}}, {name:"Rain", properties:{born:1982}}, {name:"Naomie Harris", properties:{}}, {name:"Michael Clarke Duncan", properties:{born:1957}}, {name:"David Morse", properties:{born:1953}}, {name:"Sam Rockwell", properties:{born:1968}}, {name:"Gary Sinise", properties:{born:1955}}, {name:"Patricia Clarkson", properties:{born:1959}}, {name:"Frank Darabont", properties:{born:1959}}, {name:"Frank Langella", properties:{born:1938}}, {name:"Michael Sheen", properties:{born:1969}}, {name:"Oliver Platt", properties:{born:1960}}, {name:"Danny DeVito", properties:{born:1944}}, {name:"John C. Reilly", properties:{born:1965}}, {name:"Ed Harris", properties:{born:1950}}, {name:"Bill Paxton", properties:{born:1955}}, {name:"Philip Seymour Hoffman", properties:{born:1967}}, {name:"Jan de Bont", properties:{born:1943}}, {name:"Robert Zemeckis", properties:{born:1951}}] AS row
+CREATE (n:Person{name: row.name}) SET n += row.properties;
+UNWIND [{name:"Milos Forman", properties:{born:1932}}, {name:"Diane Keaton", properties:{born:1946}}, {name:"Nancy Meyers", properties:{born:1949}}, {name:"Chris Columbus", properties:{born:1958}}, {name:"Julia Roberts", properties:{born:1967}}, {name:"Madonna", properties:{born:1954}}, {name:"Geena Davis", properties:{born:1956}}, {name:"Lori Petty", properties:{born:1963}}, {name:"Penny Marshall", properties:{born:1943}}, {name:"Paul Blythe", properties:{}}, {name:"Angela Scope", properties:{}}, {name:"Jessica Thompson", properties:{}}, {name:"James Thompson", properties:{}}] AS row
+CREATE (n:Person{name: row.name}) SET n += row.properties;
+UNWIND [{_id:171, properties:{license:"proprietary", price:"freemium", name:"Notion"}}, {_id:172, properties:{name:"Libreoffice Calc\n"}}, {_id:173, properties:{name:"Trello"}}, {_id:174, properties:{name:"Word"}}, {_id:175, properties:{name:"Google Slides"}}, {_id:176, properties:{name:"Google Sheets"}}, {_id:177, properties:{name:"Excel"}}, {_id:178, properties:{name:"Libreoffice Writer\n"}}, {_id:179, properties:{name:"Libreoffice Impress\n"}}, {_id:180, properties:{name:"Powerpoint"}}, {_id:181, properties:{name:"Google Docs\n"}}] AS row
+CREATE (n:`UNIQUE IMPORT LABEL`{`UNIQUE IMPORT ID`: row._id}) SET n += row.properties SET n:Software;
+UNWIND [{title:"The Matrix", properties:{tagline:"Welcome to the Real World", released:1999}}, {title:"The Matrix Reloaded", properties:{tagline:"Free your mind", released:2003}}, {title:"The Matrix Revolutions", properties:{tagline:"Everything that has a beginning has an end", released:2003}}, {title:"The Devil's Advocate", properties:{tagline:"Evil has its winning ways", released:1997}}, {title:"A Few Good Men", properties:{tagline:"In the heart of the nation's capital, in a courthouse of the U.S. government, one man will stop at nothing to keep his honor, and one will stop at nothing to find the truth.", released:1992}}, {title:"Top Gun", properties:{tagline:"I feel the need, the need for speed.", released:1986}}, {title:"Jerry Maguire", properties:{tagline:"The rest of his life begins now.", released:2000}}, {title:"Stand By Me", properties:{tagline:"For some, it's the last real taste of innocence, and the first real taste of life. But for everyone, it's the time that memories are made of.", released:1986}}, {title:"As Good as It Gets", properties:{tagline:"A comedy from the heart that goes for the throat.", released:1997}}, {title:"What Dreams May Come", properties:{tagline:"After life there is more. The end is just the beginning.", released:1998}}, {title:"Snow Falling on Cedars", properties:{tagline:"First loves last. Forever.", released:1999}}, {title:"You've Got Mail", properties:{tagline:"At odds in life... in love on-line.", released:1998}}, {title:"Sleepless in Seattle", properties:{tagline:"What if someone you never met, someone you never saw, someone you never knew was the only someone for you?", released:1993}}, {title:"Joe Versus the Volcano", properties:{tagline:"A story of love, lava and burning desire.", released:1990}}, {title:"When Harry Met Sally", properties:{tagline:"Can two friends sleep together and still love each other in the morning?", released:1998}}, {title:"That Thing You Do", properties:{tagline:"In every life there comes a time when that thing you dream becomes that thing you do", released:1996}}, {title:"The Replacements", properties:{tagline:"Pain heals, Chicks dig scars... Glory lasts forever", released:2000}}, {title:"RescueDawn", properties:{tagline:"Based on the extraordinary true story of one man's fight for freedom", released:2006}}, {title:"The Birdcage", properties:{tagline:"Come as you are", released:1996}}, {title:"Unforgiven", properties:{tagline:"It's a hell of a thing, killing a man", released:1992}}] AS row
+CREATE (n:Movie{title: row.title}) SET n += row.properties;
+UNWIND [{title:"Johnny Mnemonic", properties:{tagline:"The hottest data on earth. In the coolest head in town", released:1995}}, {title:"Cloud Atlas", properties:{tagline:"Everything is connected", released:2012}}, {title:"The Da Vinci Code", properties:{tagline:"Break The Codes", released:2006}}, {title:"V for Vendetta", properties:{tagline:"Freedom! Forever!", released:2006}}, {title:"Speed Racer", properties:{tagline:"Speed has no limits", released:2008}}, {title:"Ninja Assassin", properties:{tagline:"Prepare to enter a secret world of assassins", released:2009}}, {title:"The Green Mile", properties:{tagline:"Walk a mile you'll never forget.", released:1999}}, {title:"Frost/Nixon", properties:{tagline:"400 million people were waiting for the truth.", released:2008}}, {title:"Hoffa", properties:{tagline:"He didn't want law. He wanted justice.", released:1992}}, {title:"Apollo 13", properties:{tagline:"Houston, we have a problem.", released:1995}}, {title:"Twister", properties:{tagline:"Don't Breathe. Don't Look Back.", released:1996}}, {title:"Cast Away", properties:{tagline:"At the edge of the world, his journey begins.", released:2000}}, {title:"One Flew Over the Cuckoo's Nest", properties:{tagline:"If he's crazy, what does that make you?", released:1975}}, {title:"Something's Gotta Give", properties:{released:2003}}, {title:"Bicentennial Man", properties:{tagline:"One robot's 200 year journey to become an ordinary man.", released:1999}}, {title:"Charlie Wilson's War", properties:{tagline:"A stiff drink. A little mascara. A lot of nerve. Who said they couldn't bring down the Soviet empire.", released:2007}}, {title:"The Polar Express", properties:{tagline:"This Holiday Season… Believe", released:2004}}, {title:"A League of Their Own", properties:{tagline:"Once in a lifetime you get a chance to do something different.", released:1992}}] AS row
+CREATE (n:Movie{title: row.title}) SET n += row.properties;
+:commit
+:begin
+UNWIND [{start: {name:"Joel Silver"}, end: {title:"The Matrix"}, properties:{}}, {start: {name:"Joel Silver"}, end: {title:"The Matrix Reloaded"}, properties:{}}, {start: {name:"Joel Silver"}, end: {title:"The Matrix Revolutions"}, properties:{}}, {start: {name:"Cameron Crowe"}, end: {title:"Jerry Maguire"}, properties:{}}, {start: {name:"Rob Reiner"}, end: {title:"When Harry Met Sally"}, properties:{}}, {start: {name:"Nora Ephron"}, end: {title:"When Harry Met Sally"}, properties:{}}, {start: {name:"Stefan Arndt"}, end: {title:"Cloud Atlas"}, properties:{}}, {start: {name:"Lilly Wachowski"}, end: {title:"V for Vendetta"}, properties:{}}, {start: {name:"Lana Wachowski"}, end: {title:"V for Vendetta"}, properties:{}}, {start: {name:"Joel Silver"}, end: {title:"V for Vendetta"}, properties:{}}, {start: {name:"Joel Silver"}, end: {title:"Speed Racer"}, properties:{}}, {start: {name:"Lilly Wachowski"}, end: {title:"Ninja Assassin"}, properties:{}}, {start: {name:"Lana Wachowski"}, end: {title:"Ninja Assassin"}, properties:{}}, {start: {name:"Joel Silver"}, end: {title:"Ninja Assassin"}, properties:{}}, {start: {name:"Nancy Meyers"}, end: {title:"Something's Gotta Give"}, properties:{}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:PRODUCED]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Aaron Sorkin"}, end: {title:"A Few Good Men"}, properties:{}}, {start: {name:"Jim Cash"}, end: {title:"Top Gun"}, properties:{}}, {start: {name:"Cameron Crowe"}, end: {title:"Jerry Maguire"}, properties:{}}, {start: {name:"Nora Ephron"}, end: {title:"When Harry Met Sally"}, properties:{}}, {start: {name:"David Mitchell"}, end: {title:"Cloud Atlas"}, properties:{}}, {start: {name:"Lilly Wachowski"}, end: {title:"V for Vendetta"}, properties:{}}, {start: {name:"Lana Wachowski"}, end: {title:"V for Vendetta"}, properties:{}}, {start: {name:"Lilly Wachowski"}, end: {title:"Speed Racer"}, properties:{}}, {start: {name:"Lana Wachowski"}, end: {title:"Speed Racer"}, properties:{}}, {start: {name:"Nancy Meyers"}, end: {title:"Something's Gotta Give"}, properties:{}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:WROTE]->(end) SET r += row.properties;
+UNWIND [{start: {_id:172}, end: {_id:177}, properties:{}}, {start: {_id:173}, end: {_id:171}, properties:{}}, {start: {_id:171}, end: {_id:181}, properties:{}}, {start: {_id:181}, end: {_id:174}, properties:{}}, {start: {_id:176}, end: {_id:171}, properties:{}}, {start: {_id:178}, end: {_id:174}, properties:{}}, {start: {_id:176}, end: {_id:177}, properties:{}}, {start: {_id:179}, end: {_id:175}, properties:{}}, {start: {_id:179}, end: {_id:180}, properties:{}}, {start: {_id:180}, end: {_id:175}, properties:{}}] AS row
+MATCH (start:`UNIQUE IMPORT LABEL`{`UNIQUE IMPORT ID`: row.start._id})
+MATCH (end:`UNIQUE IMPORT LABEL`{`UNIQUE IMPORT ID`: row.end._id})
+CREATE (start)-[r:SIMILAR]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Keanu Reeves"}, end: {title:"The Matrix"}, properties:{roles:["Neo"]}}, {start: {name:"Carrie-Anne Moss"}, end: {title:"The Matrix"}, properties:{roles:["Trinity"]}}, {start: {name:"Laurence Fishburne"}, end: {title:"The Matrix"}, properties:{roles:["Morpheus"]}}, {start: {name:"Hugo Weaving"}, end: {title:"The Matrix"}, properties:{roles:["Agent Smith"]}}, {start: {name:"Emil Eifrem"}, end: {title:"The Matrix"}, properties:{roles:["Emil"]}}, {start: {name:"Keanu Reeves"}, end: {title:"The Matrix Reloaded"}, properties:{roles:["Neo"]}}, {start: {name:"Carrie-Anne Moss"}, end: {title:"The Matrix Reloaded"}, properties:{roles:["Trinity"]}}, {start: {name:"Laurence Fishburne"}, end: {title:"The Matrix Reloaded"}, properties:{roles:["Morpheus"]}}, {start: {name:"Hugo Weaving"}, end: {title:"The Matrix Reloaded"}, properties:{roles:["Agent Smith"]}}, {start: {name:"Keanu Reeves"}, end: {title:"The Matrix Revolutions"}, properties:{roles:["Neo"]}}, {start: {name:"Carrie-Anne Moss"}, end: {title:"The Matrix Revolutions"}, properties:{roles:["Trinity"]}}, {start: {name:"Laurence Fishburne"}, end: {title:"The Matrix Revolutions"}, properties:{roles:["Morpheus"]}}, {start: {name:"Hugo Weaving"}, end: {title:"The Matrix Revolutions"}, properties:{roles:["Agent Smith"]}}, {start: {name:"Keanu Reeves"}, end: {title:"The Devil's Advocate"}, properties:{roles:["Kevin Lomax"]}}, {start: {name:"Charlize Theron"}, end: {title:"The Devil's Advocate"}, properties:{roles:["Mary Ann Lomax"]}}, {start: {name:"Al Pacino"}, end: {title:"The Devil's Advocate"}, properties:{roles:["John Milton"]}}, {start: {name:"Tom Cruise"}, end: {title:"A Few Good Men"}, properties:{roles:["Lt. Daniel Kaffee"]}}, {start: {name:"Jack Nicholson"}, end: {title:"A Few Good Men"}, properties:{roles:["Col. Nathan R. Jessup"]}}, {start: {name:"Demi Moore"}, end: {title:"A Few Good Men"}, properties:{roles:["Lt. Cdr. JoAnne Galloway"]}}, {start: {name:"Kevin Bacon"}, end: {title:"A Few Good Men"}, properties:{roles:["Capt. Jack Ross"]}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:ACTED_IN]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Kiefer Sutherland"}, end: {title:"A Few Good Men"}, properties:{roles:["Lt. Jonathan Kendrick"]}}, {start: {name:"Noah Wyle"}, end: {title:"A Few Good Men"}, properties:{roles:["Cpl. Jeffrey Barnes"]}}, {start: {name:"Cuba Gooding Jr."}, end: {title:"A Few Good Men"}, properties:{roles:["Cpl. Carl Hammaker"]}}, {start: {name:"Kevin Pollak"}, end: {title:"A Few Good Men"}, properties:{roles:["Lt. Sam Weinberg"]}}, {start: {name:"J.T. Walsh"}, end: {title:"A Few Good Men"}, properties:{roles:["Lt. Col. Matthew Andrew Markinson"]}}, {start: {name:"James Marshall"}, end: {title:"A Few Good Men"}, properties:{roles:["Pfc. Louden Downey"]}}, {start: {name:"Christopher Guest"}, end: {title:"A Few Good Men"}, properties:{roles:["Dr. Stone"]}}, {start: {name:"Aaron Sorkin"}, end: {title:"A Few Good Men"}, properties:{roles:["Man in Bar"]}}, {start: {name:"Tom Cruise"}, end: {title:"Top Gun"}, properties:{roles:["Maverick"]}}, {start: {name:"Kelly McGillis"}, end: {title:"Top Gun"}, properties:{roles:["Charlie"]}}, {start: {name:"Val Kilmer"}, end: {title:"Top Gun"}, properties:{roles:["Iceman"]}}, {start: {name:"Anthony Edwards"}, end: {title:"Top Gun"}, properties:{roles:["Goose"]}}, {start: {name:"Tom Skerritt"}, end: {title:"Top Gun"}, properties:{roles:["Viper"]}}, {start: {name:"Meg Ryan"}, end: {title:"Top Gun"}, properties:{roles:["Carole"]}}, {start: {name:"Tom Cruise"}, end: {title:"Jerry Maguire"}, properties:{roles:["Jerry Maguire"]}}, {start: {name:"Cuba Gooding Jr."}, end: {title:"Jerry Maguire"}, properties:{roles:["Rod Tidwell"]}}, {start: {name:"Renee Zellweger"}, end: {title:"Jerry Maguire"}, properties:{roles:["Dorothy Boyd"]}}, {start: {name:"Kelly Preston"}, end: {title:"Jerry Maguire"}, properties:{roles:["Avery Bishop"]}}, {start: {name:"Jerry O'Connell"}, end: {title:"Jerry Maguire"}, properties:{roles:["Frank Cushman"]}}, {start: {name:"Jay Mohr"}, end: {title:"Jerry Maguire"}, properties:{roles:["Bob Sugar"]}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:ACTED_IN]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Bonnie Hunt"}, end: {title:"Jerry Maguire"}, properties:{roles:["Laurel Boyd"]}}, {start: {name:"Regina King"}, end: {title:"Jerry Maguire"}, properties:{roles:["Marcee Tidwell"]}}, {start: {name:"Jonathan Lipnicki"}, end: {title:"Jerry Maguire"}, properties:{roles:["Ray Boyd"]}}, {start: {name:"Wil Wheaton"}, end: {title:"Stand By Me"}, properties:{roles:["Gordie Lachance"]}}, {start: {name:"River Phoenix"}, end: {title:"Stand By Me"}, properties:{roles:["Chris Chambers"]}}, {start: {name:"Jerry O'Connell"}, end: {title:"Stand By Me"}, properties:{roles:["Vern Tessio"]}}, {start: {name:"Corey Feldman"}, end: {title:"Stand By Me"}, properties:{roles:["Teddy Duchamp"]}}, {start: {name:"John Cusack"}, end: {title:"Stand By Me"}, properties:{roles:["Denny Lachance"]}}, {start: {name:"Kiefer Sutherland"}, end: {title:"Stand By Me"}, properties:{roles:["Ace Merrill"]}}, {start: {name:"Marshall Bell"}, end: {title:"Stand By Me"}, properties:{roles:["Mr. Lachance"]}}, {start: {name:"Jack Nicholson"}, end: {title:"As Good as It Gets"}, properties:{roles:["Melvin Udall"]}}, {start: {name:"Helen Hunt"}, end: {title:"As Good as It Gets"}, properties:{roles:["Carol Connelly"]}}, {start: {name:"Greg Kinnear"}, end: {title:"As Good as It Gets"}, properties:{roles:["Simon Bishop"]}}, {start: {name:"Cuba Gooding Jr."}, end: {title:"As Good as It Gets"}, properties:{roles:["Frank Sachs"]}}, {start: {name:"Robin Williams"}, end: {title:"What Dreams May Come"}, properties:{roles:["Chris Nielsen"]}}, {start: {name:"Cuba Gooding Jr."}, end: {title:"What Dreams May Come"}, properties:{roles:["Albert Lewis"]}}, {start: {name:"Annabella Sciorra"}, end: {title:"What Dreams May Come"}, properties:{roles:["Annie Collins-Nielsen"]}}, {start: {name:"Max von Sydow"}, end: {title:"What Dreams May Come"}, properties:{roles:["The Tracker"]}}, {start: {name:"Werner Herzog"}, end: {title:"What Dreams May Come"}, properties:{roles:["The Face"]}}, {start: {name:"Ethan Hawke"}, end: {title:"Snow Falling on Cedars"}, properties:{roles:["Ishmael Chambers"]}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:ACTED_IN]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Rick Yune"}, end: {title:"Snow Falling on Cedars"}, properties:{roles:["Kazuo Miyamoto"]}}, {start: {name:"Max von Sydow"}, end: {title:"Snow Falling on Cedars"}, properties:{roles:["Nels Gudmundsson"]}}, {start: {name:"James Cromwell"}, end: {title:"Snow Falling on Cedars"}, properties:{roles:["Judge Fielding"]}}, {start: {name:"Tom Hanks"}, end: {title:"You've Got Mail"}, properties:{roles:["Joe Fox"]}}, {start: {name:"Meg Ryan"}, end: {title:"You've Got Mail"}, properties:{roles:["Kathleen Kelly"]}}, {start: {name:"Greg Kinnear"}, end: {title:"You've Got Mail"}, properties:{roles:["Frank Navasky"]}}, {start: {name:"Parker Posey"}, end: {title:"You've Got Mail"}, properties:{roles:["Patricia Eden"]}}, {start: {name:"Dave Chappelle"}, end: {title:"You've Got Mail"}, properties:{roles:["Kevin Jackson"]}}, {start: {name:"Steve Zahn"}, end: {title:"You've Got Mail"}, properties:{roles:["George Pappas"]}}, {start: {name:"Tom Hanks"}, end: {title:"Sleepless in Seattle"}, properties:{roles:["Sam Baldwin"]}}, {start: {name:"Meg Ryan"}, end: {title:"Sleepless in Seattle"}, properties:{roles:["Annie Reed"]}}, {start: {name:"Rita Wilson"}, end: {title:"Sleepless in Seattle"}, properties:{roles:["Suzy"]}}, {start: {name:"Bill Pullman"}, end: {title:"Sleepless in Seattle"}, properties:{roles:["Walter"]}}, {start: {name:"Victor Garber"}, end: {title:"Sleepless in Seattle"}, properties:{roles:["Greg"]}}, {start: {name:"Rosie O'Donnell"}, end: {title:"Sleepless in Seattle"}, properties:{roles:["Becky"]}}, {start: {name:"Tom Hanks"}, end: {title:"Joe Versus the Volcano"}, properties:{roles:["Joe Banks"]}}, {start: {name:"Meg Ryan"}, end: {title:"Joe Versus the Volcano"}, properties:{roles:["DeDe", "Angelica Graynamore", "Patricia Graynamore"]}}, {start: {name:"Nathan Lane"}, end: {title:"Joe Versus the Volcano"}, properties:{roles:["Baw"]}}, {start: {name:"Billy Crystal"}, end: {title:"When Harry Met Sally"}, properties:{roles:["Harry Burns"]}}, {start: {name:"Meg Ryan"}, end: {title:"When Harry Met Sally"}, properties:{roles:["Sally Albright"]}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:ACTED_IN]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Carrie Fisher"}, end: {title:"When Harry Met Sally"}, properties:{roles:["Marie"]}}, {start: {name:"Bruno Kirby"}, end: {title:"When Harry Met Sally"}, properties:{roles:["Jess"]}}, {start: {name:"Tom Hanks"}, end: {title:"That Thing You Do"}, properties:{roles:["Mr. White"]}}, {start: {name:"Liv Tyler"}, end: {title:"That Thing You Do"}, properties:{roles:["Faye Dolan"]}}, {start: {name:"Charlize Theron"}, end: {title:"That Thing You Do"}, properties:{roles:["Tina"]}}, {start: {name:"Keanu Reeves"}, end: {title:"The Replacements"}, properties:{roles:["Shane Falco"]}}, {start: {name:"Brooke Langton"}, end: {title:"The Replacements"}, properties:{roles:["Annabelle Farrell"]}}, {start: {name:"Gene Hackman"}, end: {title:"The Replacements"}, properties:{roles:["Jimmy McGinty"]}}, {start: {name:"Orlando Jones"}, end: {title:"The Replacements"}, properties:{roles:["Clifford Franklin"]}}, {start: {name:"Marshall Bell"}, end: {title:"RescueDawn"}, properties:{roles:["Admiral"]}}, {start: {name:"Christian Bale"}, end: {title:"RescueDawn"}, properties:{roles:["Dieter Dengler"]}}, {start: {name:"Zach Grenier"}, end: {title:"RescueDawn"}, properties:{roles:["Squad Leader"]}}, {start: {name:"Steve Zahn"}, end: {title:"RescueDawn"}, properties:{roles:["Duane"]}}, {start: {name:"Robin Williams"}, end: {title:"The Birdcage"}, properties:{roles:["Armand Goldman"]}}, {start: {name:"Nathan Lane"}, end: {title:"The Birdcage"}, properties:{roles:["Albert Goldman"]}}, {start: {name:"Gene Hackman"}, end: {title:"The Birdcage"}, properties:{roles:["Sen. Kevin Keeley"]}}, {start: {name:"Richard Harris"}, end: {title:"Unforgiven"}, properties:{roles:["English Bob"]}}, {start: {name:"Clint Eastwood"}, end: {title:"Unforgiven"}, properties:{roles:["Bill Munny"]}}, {start: {name:"Gene Hackman"}, end: {title:"Unforgiven"}, properties:{roles:["Little Bill Daggett"]}}, {start: {name:"Keanu Reeves"}, end: {title:"Johnny Mnemonic"}, properties:{roles:["Johnny Mnemonic"]}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:ACTED_IN]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Takeshi Kitano"}, end: {title:"Johnny Mnemonic"}, properties:{roles:["Takahashi"]}}, {start: {name:"Dina Meyer"}, end: {title:"Johnny Mnemonic"}, properties:{roles:["Jane"]}}, {start: {name:"Ice-T"}, end: {title:"Johnny Mnemonic"}, properties:{roles:["J-Bone"]}}, {start: {name:"Tom Hanks"}, end: {title:"Cloud Atlas"}, properties:{roles:["Zachry", "Dr. Henry Goose", "Isaac Sachs", "Dermot Hoggins"]}}, {start: {name:"Hugo Weaving"}, end: {title:"Cloud Atlas"}, properties:{roles:["Bill Smoke", "Haskell Moore", "Tadeusz Kesselring", "Nurse Noakes", "Boardman Mephi", "Old Georgie"]}}, {start: {name:"Halle Berry"}, end: {title:"Cloud Atlas"}, properties:{roles:["Luisa Rey", "Jocasta Ayrs", "Ovid", "Meronym"]}}, {start: {name:"Jim Broadbent"}, end: {title:"Cloud Atlas"}, properties:{roles:["Vyvyan Ayrs", "Captain Molyneux", "Timothy Cavendish"]}}, {start: {name:"Tom Hanks"}, end: {title:"The Da Vinci Code"}, properties:{roles:["Dr. Robert Langdon"]}}, {start: {name:"Ian McKellen"}, end: {title:"The Da Vinci Code"}, properties:{roles:["Sir Leight Teabing"]}}, {start: {name:"Audrey Tautou"}, end: {title:"The Da Vinci Code"}, properties:{roles:["Sophie Neveu"]}}, {start: {name:"Paul Bettany"}, end: {title:"The Da Vinci Code"}, properties:{roles:["Silas"]}}, {start: {name:"Hugo Weaving"}, end: {title:"V for Vendetta"}, properties:{roles:["V"]}}, {start: {name:"Natalie Portman"}, end: {title:"V for Vendetta"}, properties:{roles:["Evey Hammond"]}}, {start: {name:"Stephen Rea"}, end: {title:"V for Vendetta"}, properties:{roles:["Eric Finch"]}}, {start: {name:"John Hurt"}, end: {title:"V for Vendetta"}, properties:{roles:["High Chancellor Adam Sutler"]}}, {start: {name:"Ben Miles"}, end: {title:"V for Vendetta"}, properties:{roles:["Dascomb"]}}, {start: {name:"Emile Hirsch"}, end: {title:"Speed Racer"}, properties:{roles:["Speed Racer"]}}, {start: {name:"John Goodman"}, end: {title:"Speed Racer"}, properties:{roles:["Pops"]}}, {start: {name:"Susan Sarandon"}, end: {title:"Speed Racer"}, properties:{roles:["Mom"]}}, {start: {name:"Matthew Fox"}, end: {title:"Speed Racer"}, properties:{roles:["Racer X"]}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:ACTED_IN]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Christina Ricci"}, end: {title:"Speed Racer"}, properties:{roles:["Trixie"]}}, {start: {name:"Rain"}, end: {title:"Speed Racer"}, properties:{roles:["Taejo Togokahn"]}}, {start: {name:"Ben Miles"}, end: {title:"Speed Racer"}, properties:{roles:["Cass Jones"]}}, {start: {name:"Rain"}, end: {title:"Ninja Assassin"}, properties:{roles:["Raizo"]}}, {start: {name:"Naomie Harris"}, end: {title:"Ninja Assassin"}, properties:{roles:["Mika Coretti"]}}, {start: {name:"Rick Yune"}, end: {title:"Ninja Assassin"}, properties:{roles:["Takeshi"]}}, {start: {name:"Ben Miles"}, end: {title:"Ninja Assassin"}, properties:{roles:["Ryan Maslow"]}}, {start: {name:"Tom Hanks"}, end: {title:"The Green Mile"}, properties:{roles:["Paul Edgecomb"]}}, {start: {name:"Michael Clarke Duncan"}, end: {title:"The Green Mile"}, properties:{roles:["John Coffey"]}}, {start: {name:"David Morse"}, end: {title:"The Green Mile"}, properties:{roles:["Brutus \"Brutal\" Howell"]}}, {start: {name:"Bonnie Hunt"}, end: {title:"The Green Mile"}, properties:{roles:["Jan Edgecomb"]}}, {start: {name:"James Cromwell"}, end: {title:"The Green Mile"}, properties:{roles:["Warden Hal Moores"]}}, {start: {name:"Sam Rockwell"}, end: {title:"The Green Mile"}, properties:{roles:["\"Wild Bill\" Wharton"]}}, {start: {name:"Gary Sinise"}, end: {title:"The Green Mile"}, properties:{roles:["Burt Hammersmith"]}}, {start: {name:"Patricia Clarkson"}, end: {title:"The Green Mile"}, properties:{roles:["Melinda Moores"]}}, {start: {name:"Frank Langella"}, end: {title:"Frost/Nixon"}, properties:{roles:["Richard Nixon"]}}, {start: {name:"Michael Sheen"}, end: {title:"Frost/Nixon"}, properties:{roles:["David Frost"]}}, {start: {name:"Kevin Bacon"}, end: {title:"Frost/Nixon"}, properties:{roles:["Jack Brennan"]}}, {start: {name:"Oliver Platt"}, end: {title:"Frost/Nixon"}, properties:{roles:["Bob Zelnick"]}}, {start: {name:"Sam Rockwell"}, end: {title:"Frost/Nixon"}, properties:{roles:["James Reston, Jr."]}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:ACTED_IN]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Jack Nicholson"}, end: {title:"Hoffa"}, properties:{roles:["Hoffa"]}}, {start: {name:"Danny DeVito"}, end: {title:"Hoffa"}, properties:{roles:["Robert \"Bobby\" Ciaro"]}}, {start: {name:"J.T. Walsh"}, end: {title:"Hoffa"}, properties:{roles:["Frank Fitzsimmons"]}}, {start: {name:"John C. Reilly"}, end: {title:"Hoffa"}, properties:{roles:["Peter \"Pete\" Connelly"]}}, {start: {name:"Tom Hanks"}, end: {title:"Apollo 13"}, properties:{roles:["Jim Lovell"]}}, {start: {name:"Kevin Bacon"}, end: {title:"Apollo 13"}, properties:{roles:["Jack Swigert"]}}, {start: {name:"Ed Harris"}, end: {title:"Apollo 13"}, properties:{roles:["Gene Kranz"]}}, {start: {name:"Bill Paxton"}, end: {title:"Apollo 13"}, properties:{roles:["Fred Haise"]}}, {start: {name:"Gary Sinise"}, end: {title:"Apollo 13"}, properties:{roles:["Ken Mattingly"]}}, {start: {name:"Bill Paxton"}, end: {title:"Twister"}, properties:{roles:["Bill Harding"]}}, {start: {name:"Helen Hunt"}, end: {title:"Twister"}, properties:{roles:["Dr. Jo Harding"]}}, {start: {name:"Zach Grenier"}, end: {title:"Twister"}, properties:{roles:["Eddie"]}}, {start: {name:"Philip Seymour Hoffman"}, end: {title:"Twister"}, properties:{roles:["Dustin \"Dusty\" Davis"]}}, {start: {name:"Tom Hanks"}, end: {title:"Cast Away"}, properties:{roles:["Chuck Noland"]}}, {start: {name:"Helen Hunt"}, end: {title:"Cast Away"}, properties:{roles:["Kelly Frears"]}}, {start: {name:"Jack Nicholson"}, end: {title:"One Flew Over the Cuckoo's Nest"}, properties:{roles:["Randle McMurphy"]}}, {start: {name:"Danny DeVito"}, end: {title:"One Flew Over the Cuckoo's Nest"}, properties:{roles:["Martini"]}}, {start: {name:"Jack Nicholson"}, end: {title:"Something's Gotta Give"}, properties:{roles:["Harry Sanborn"]}}, {start: {name:"Diane Keaton"}, end: {title:"Something's Gotta Give"}, properties:{roles:["Erica Barry"]}}, {start: {name:"Keanu Reeves"}, end: {title:"Something's Gotta Give"}, properties:{roles:["Julian Mercer"]}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:ACTED_IN]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Robin Williams"}, end: {title:"Bicentennial Man"}, properties:{roles:["Andrew Marin"]}}, {start: {name:"Oliver Platt"}, end: {title:"Bicentennial Man"}, properties:{roles:["Rupert Burns"]}}, {start: {name:"Tom Hanks"}, end: {title:"Charlie Wilson's War"}, properties:{roles:["Rep. Charlie Wilson"]}}, {start: {name:"Julia Roberts"}, end: {title:"Charlie Wilson's War"}, properties:{roles:["Joanne Herring"]}}, {start: {name:"Philip Seymour Hoffman"}, end: {title:"Charlie Wilson's War"}, properties:{roles:["Gust Avrakotos"]}}, {start: {name:"Tom Hanks"}, end: {title:"The Polar Express"}, properties:{roles:["Hero Boy", "Father", "Conductor", "Hobo", "Scrooge", "Santa Claus"]}}, {start: {name:"Tom Hanks"}, end: {title:"A League of Their Own"}, properties:{roles:["Jimmy Dugan"]}}, {start: {name:"Geena Davis"}, end: {title:"A League of Their Own"}, properties:{roles:["Dottie Hinson"]}}, {start: {name:"Lori Petty"}, end: {title:"A League of Their Own"}, properties:{roles:["Kit Keller"]}}, {start: {name:"Rosie O'Donnell"}, end: {title:"A League of Their Own"}, properties:{roles:["Doris Murphy"]}}, {start: {name:"Madonna"}, end: {title:"A League of Their Own"}, properties:{roles:["\"All the Way\" Mae Mordabito"]}}, {start: {name:"Bill Paxton"}, end: {title:"A League of Their Own"}, properties:{roles:["Bob Hinson"]}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:ACTED_IN]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Jessica Thompson"}, end: {title:"Cloud Atlas"}, properties:{summary:"An amazing journey", rating:95}}, {start: {name:"Jessica Thompson"}, end: {title:"The Replacements"}, properties:{summary:"Silly, but fun", rating:65}}, {start: {name:"James Thompson"}, end: {title:"The Replacements"}, properties:{summary:"The coolest football movie ever", rating:100}}, {start: {name:"Angela Scope"}, end: {title:"The Replacements"}, properties:{summary:"Pretty funny at times", rating:62}}, {start: {name:"Jessica Thompson"}, end: {title:"Unforgiven"}, properties:{summary:"Dark, but compelling", rating:85}}, {start: {name:"Jessica Thompson"}, end: {title:"The Birdcage"}, properties:{summary:"Slapstick redeemed only by the Robin Williams and Gene Hackman's stellar performances", rating:45}}, {start: {name:"Jessica Thompson"}, end: {title:"The Da Vinci Code"}, properties:{summary:"A solid romp", rating:68}}, {start: {name:"James Thompson"}, end: {title:"The Da Vinci Code"}, properties:{summary:"Fun, but a little far fetched", rating:65}}, {start: {name:"Jessica Thompson"}, end: {title:"Jerry Maguire"}, properties:{summary:"You had me at Jerry", rating:92}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:REVIEWED]->(end) SET r += row.properties;
+UNWIND [{start: {name:"James Thompson"}, end: {name:"Jessica Thompson"}, properties:{}}, {start: {name:"Angela Scope"}, end: {name:"Jessica Thompson"}, properties:{}}, {start: {name:"Paul Blythe"}, end: {name:"Angela Scope"}, properties:{}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Person{name: row.end.name})
+CREATE (start)-[r:FOLLOWS]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Lilly Wachowski"}, end: {title:"The Matrix"}, properties:{}}, {start: {name:"Lana Wachowski"}, end: {title:"The Matrix"}, properties:{}}, {start: {name:"Lilly Wachowski"}, end: {title:"The Matrix Reloaded"}, properties:{}}, {start: {name:"Lana Wachowski"}, end: {title:"The Matrix Reloaded"}, properties:{}}, {start: {name:"Lilly Wachowski"}, end: {title:"The Matrix Revolutions"}, properties:{}}, {start: {name:"Lana Wachowski"}, end: {title:"The Matrix Revolutions"}, properties:{}}, {start: {name:"Taylor Hackford"}, end: {title:"The Devil's Advocate"}, properties:{}}, {start: {name:"Rob Reiner"}, end: {title:"A Few Good Men"}, properties:{}}, {start: {name:"Tony Scott"}, end: {title:"Top Gun"}, properties:{}}, {start: {name:"Cameron Crowe"}, end: {title:"Jerry Maguire"}, properties:{}}, {start: {name:"Rob Reiner"}, end: {title:"Stand By Me"}, properties:{}}, {start: {name:"James L. Brooks"}, end: {title:"As Good as It Gets"}, properties:{}}, {start: {name:"Vincent Ward"}, end: {title:"What Dreams May Come"}, properties:{}}, {start: {name:"Scott Hicks"}, end: {title:"Snow Falling on Cedars"}, properties:{}}, {start: {name:"Nora Ephron"}, end: {title:"You've Got Mail"}, properties:{}}, {start: {name:"Nora Ephron"}, end: {title:"Sleepless in Seattle"}, properties:{}}, {start: {name:"John Patrick Stanley"}, end: {title:"Joe Versus the Volcano"}, properties:{}}, {start: {name:"Rob Reiner"}, end: {title:"When Harry Met Sally"}, properties:{}}, {start: {name:"Tom Hanks"}, end: {title:"That Thing You Do"}, properties:{}}, {start: {name:"Howard Deutch"}, end: {title:"The Replacements"}, properties:{}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:DIRECTED]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Werner Herzog"}, end: {title:"RescueDawn"}, properties:{}}, {start: {name:"Mike Nichols"}, end: {title:"The Birdcage"}, properties:{}}, {start: {name:"Clint Eastwood"}, end: {title:"Unforgiven"}, properties:{}}, {start: {name:"Robert Longo"}, end: {title:"Johnny Mnemonic"}, properties:{}}, {start: {name:"Tom Tykwer"}, end: {title:"Cloud Atlas"}, properties:{}}, {start: {name:"Lilly Wachowski"}, end: {title:"Cloud Atlas"}, properties:{}}, {start: {name:"Lana Wachowski"}, end: {title:"Cloud Atlas"}, properties:{}}, {start: {name:"Ron Howard"}, end: {title:"The Da Vinci Code"}, properties:{}}, {start: {name:"James Marshall"}, end: {title:"V for Vendetta"}, properties:{}}, {start: {name:"Lilly Wachowski"}, end: {title:"Speed Racer"}, properties:{}}, {start: {name:"Lana Wachowski"}, end: {title:"Speed Racer"}, properties:{}}, {start: {name:"James Marshall"}, end: {title:"Ninja Assassin"}, properties:{}}, {start: {name:"Frank Darabont"}, end: {title:"The Green Mile"}, properties:{}}, {start: {name:"Ron Howard"}, end: {title:"Frost/Nixon"}, properties:{}}, {start: {name:"Danny DeVito"}, end: {title:"Hoffa"}, properties:{}}, {start: {name:"Ron Howard"}, end: {title:"Apollo 13"}, properties:{}}, {start: {name:"Jan de Bont"}, end: {title:"Twister"}, properties:{}}, {start: {name:"Robert Zemeckis"}, end: {title:"Cast Away"}, properties:{}}, {start: {name:"Milos Forman"}, end: {title:"One Flew Over the Cuckoo's Nest"}, properties:{}}, {start: {name:"Nancy Meyers"}, end: {title:"Something's Gotta Give"}, properties:{}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:DIRECTED]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Chris Columbus"}, end: {title:"Bicentennial Man"}, properties:{}}, {start: {name:"Mike Nichols"}, end: {title:"Charlie Wilson's War"}, properties:{}}, {start: {name:"Robert Zemeckis"}, end: {title:"The Polar Express"}, properties:{}}, {start: {name:"Penny Marshall"}, end: {title:"A League of Their Own"}, properties:{}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:DIRECTED]->(end) SET r += row.properties;
+UNWIND [{start: {_id:176}, end: {_id:175}, properties:{}}, {start: {_id:174}, end: {_id:177}, properties:{}}, {start: {_id:179}, end: {_id:178}, properties:{}}, {start: {_id:180}, end: {_id:177}, properties:{}}, {start: {_id:174}, end: {_id:180}, properties:{}}] AS row
+MATCH (start:`UNIQUE IMPORT LABEL`{`UNIQUE IMPORT ID`: row.start._id})
+MATCH (end:`UNIQUE IMPORT LABEL`{`UNIQUE IMPORT ID`: row.end._id})
+CREATE (start)-[r:HAS_SAME_CREATOR]->(end) SET r += row.properties;
+:commit
+:begin
+MATCH (n:`UNIQUE IMPORT LABEL`)  WITH n LIMIT 20000 REMOVE n:`UNIQUE IMPORT LABEL` REMOVE n.`UNIQUE IMPORT ID`;
+:commit
+:begin
+DROP CONSTRAINT ON (node:`UNIQUE IMPORT LABEL`) ASSERT (node.`UNIQUE IMPORT ID`) IS UNIQUE;
+:commit
\ No newline at end of file
diff --git a/neo4j/import/data_cypher.cypher b/neo4j/import/data_cypher.cypher
new file mode 100644
index 0000000000000000000000000000000000000000..c6b32eeb6386b4df9eac495e5e3658cfd2562936
--- /dev/null
+++ b/neo4j/import/data_cypher.cypher
@@ -0,0 +1,2 @@
+match (a) -[r] -> () delete a, r;
+match (a) delete a;
\ No newline at end of file
diff --git a/neo4j/import/index.cypher b/neo4j/import/index.cypher
new file mode 100644
index 0000000000000000000000000000000000000000..cd57dbd6587c08bc64da00227f34d28c47375484
--- /dev/null
+++ b/neo4j/import/index.cypher
@@ -0,0 +1,8 @@
+:begin
+CREATE INDEX FOR (node:Person) ON (node.born);
+CREATE INDEX FOR (node:Movie) ON (node.released);
+CREATE CONSTRAINT ON (node:Person) ASSERT (node.name) IS UNIQUE;
+CREATE CONSTRAINT ON (node:Movie) ASSERT (node.title) IS UNIQUE;
+CREATE CONSTRAINT ON (node:`UNIQUE IMPORT LABEL`) ASSERT (node.`UNIQUE IMPORT ID`) IS UNIQUE;
+:commit
+CALL db.awaitIndexes(300);
\ No newline at end of file
diff --git a/neo4j/import/insert.cypher b/neo4j/import/insert.cypher
new file mode 100644
index 0000000000000000000000000000000000000000..ba4cc7bc3e6db76c36975395df80a88af1e38504
--- /dev/null
+++ b/neo4j/import/insert.cypher
@@ -0,0 +1,103 @@
+
+:begin
+UNWIND [{name:"Keanu Reeves", properties:{born:1964}}, {name:"Carrie-Anne Moss", properties:{born:1967}}, {name:"Laurence Fishburne", properties:{born:1961}}, {name:"Hugo Weaving", properties:{born:1960}}, {name:"Lilly Wachowski", properties:{born:1967}}, {name:"Lana Wachowski", properties:{born:1965}}, {name:"Joel Silver", properties:{born:1952}}, {name:"Emil Eifrem", properties:{born:1978}}, {name:"Charlize Theron", properties:{born:1975}}, {name:"Al Pacino", properties:{born:1940}}, {name:"Taylor Hackford", properties:{born:1944}}, {name:"Tom Cruise", properties:{born:1962}}, {name:"Jack Nicholson", properties:{born:1937}}, {name:"Demi Moore", properties:{born:1962}}, {name:"Kevin Bacon", properties:{born:1958}}, {name:"Kiefer Sutherland", properties:{born:1966}}, {name:"Noah Wyle", properties:{born:1971}}, {name:"Cuba Gooding Jr.", properties:{born:1968}}, {name:"Kevin Pollak", properties:{born:1957}}, {name:"J.T. Walsh", properties:{born:1943}}] AS row
+CREATE (n:Person{name: row.name}) SET n += row.properties;
+UNWIND [{name:"James Marshall", properties:{born:1967}}, {name:"Christopher Guest", properties:{born:1948}}, {name:"Rob Reiner", properties:{born:1947}}, {name:"Aaron Sorkin", properties:{born:1961}}, {name:"Kelly McGillis", properties:{born:1957}}, {name:"Val Kilmer", properties:{born:1959}}, {name:"Anthony Edwards", properties:{born:1962}}, {name:"Tom Skerritt", properties:{born:1933}}, {name:"Meg Ryan", properties:{born:1961}}, {name:"Tony Scott", properties:{born:1944}}, {name:"Jim Cash", properties:{born:1941}}, {name:"Renee Zellweger", properties:{born:1969}}, {name:"Kelly Preston", properties:{born:1962}}, {name:"Jerry O'Connell", properties:{born:1974}}, {name:"Jay Mohr", properties:{born:1970}}, {name:"Bonnie Hunt", properties:{born:1961}}, {name:"Regina King", properties:{born:1971}}, {name:"Jonathan Lipnicki", properties:{born:1996}}, {name:"Cameron Crowe", properties:{born:1957}}, {name:"River Phoenix", properties:{born:1970}}] AS row
+CREATE (n:Person{name: row.name}) SET n += row.properties;
+UNWIND [{name:"Corey Feldman", properties:{born:1971}}, {name:"Wil Wheaton", properties:{born:1972}}, {name:"John Cusack", properties:{born:1966}}, {name:"Marshall Bell", properties:{born:1942}}, {name:"Helen Hunt", properties:{born:1963}}, {name:"Greg Kinnear", properties:{born:1963}}, {name:"James L. Brooks", properties:{born:1940}}, {name:"Annabella Sciorra", properties:{born:1960}}, {name:"Max von Sydow", properties:{born:1929}}, {name:"Werner Herzog", properties:{born:1942}}, {name:"Robin Williams", properties:{born:1951}}, {name:"Vincent Ward", properties:{born:1956}}, {name:"Ethan Hawke", properties:{born:1970}}, {name:"Rick Yune", properties:{born:1971}}, {name:"James Cromwell", properties:{born:1940}}, {name:"Scott Hicks", properties:{born:1953}}, {name:"Parker Posey", properties:{born:1968}}, {name:"Dave Chappelle", properties:{born:1973}}, {name:"Steve Zahn", properties:{born:1967}}, {name:"Tom Hanks", properties:{born:1956}}] AS row
+CREATE (n:Person{name: row.name}) SET n += row.properties;
+UNWIND [{name:"Nora Ephron", properties:{born:1941}}, {name:"Rita Wilson", properties:{born:1956}}, {name:"Bill Pullman", properties:{born:1953}}, {name:"Victor Garber", properties:{born:1949}}, {name:"Rosie O'Donnell", properties:{born:1962}}, {name:"John Patrick Stanley", properties:{born:1950}}, {name:"Nathan Lane", properties:{born:1956}}, {name:"Billy Crystal", properties:{born:1948}}, {name:"Carrie Fisher", properties:{born:1956}}, {name:"Bruno Kirby", properties:{born:1949}}, {name:"Liv Tyler", properties:{born:1977}}, {name:"Brooke Langton", properties:{born:1970}}, {name:"Gene Hackman", properties:{born:1930}}, {name:"Orlando Jones", properties:{born:1968}}, {name:"Howard Deutch", properties:{born:1950}}, {name:"Christian Bale", properties:{born:1974}}, {name:"Zach Grenier", properties:{born:1954}}, {name:"Mike Nichols", properties:{born:1931}}, {name:"Richard Harris", properties:{born:1930}}, {name:"Clint Eastwood", properties:{born:1930}}] AS row
+CREATE (n:Person{name: row.name}) SET n += row.properties;
+UNWIND [{name:"Takeshi Kitano", properties:{born:1947}}, {name:"Dina Meyer", properties:{born:1968}}, {name:"Ice-T", properties:{born:1958}}, {name:"Robert Longo", properties:{born:1953}}, {name:"Halle Berry", properties:{born:1966}}, {name:"Jim Broadbent", properties:{born:1949}}, {name:"Tom Tykwer", properties:{born:1965}}, {name:"David Mitchell", properties:{born:1969}}, {name:"Stefan Arndt", properties:{born:1961}}, {name:"Ian McKellen", properties:{born:1939}}, {name:"Audrey Tautou", properties:{born:1976}}, {name:"Paul Bettany", properties:{born:1971}}, {name:"Ron Howard", properties:{born:1954}}, {name:"Natalie Portman", properties:{born:1981}}, {name:"Stephen Rea", properties:{born:1946}}, {name:"John Hurt", properties:{born:1940}}, {name:"Ben Miles", properties:{born:1967}}, {name:"Emile Hirsch", properties:{born:1985}}, {name:"John Goodman", properties:{born:1960}}, {name:"Susan Sarandon", properties:{born:1946}}] AS row
+CREATE (n:Person{name: row.name}) SET n += row.properties;
+UNWIND [{name:"Matthew Fox", properties:{born:1966}}, {name:"Christina Ricci", properties:{born:1980}}, {name:"Rain", properties:{born:1982}}, {name:"Naomie Harris", properties:{}}, {name:"Michael Clarke Duncan", properties:{born:1957}}, {name:"David Morse", properties:{born:1953}}, {name:"Sam Rockwell", properties:{born:1968}}, {name:"Gary Sinise", properties:{born:1955}}, {name:"Patricia Clarkson", properties:{born:1959}}, {name:"Frank Darabont", properties:{born:1959}}, {name:"Frank Langella", properties:{born:1938}}, {name:"Michael Sheen", properties:{born:1969}}, {name:"Oliver Platt", properties:{born:1960}}, {name:"Danny DeVito", properties:{born:1944}}, {name:"John C. Reilly", properties:{born:1965}}, {name:"Ed Harris", properties:{born:1950}}, {name:"Bill Paxton", properties:{born:1955}}, {name:"Philip Seymour Hoffman", properties:{born:1967}}, {name:"Jan de Bont", properties:{born:1943}}, {name:"Robert Zemeckis", properties:{born:1951}}] AS row
+CREATE (n:Person{name: row.name}) SET n += row.properties;
+UNWIND [{name:"Milos Forman", properties:{born:1932}}, {name:"Diane Keaton", properties:{born:1946}}, {name:"Nancy Meyers", properties:{born:1949}}, {name:"Chris Columbus", properties:{born:1958}}, {name:"Julia Roberts", properties:{born:1967}}, {name:"Madonna", properties:{born:1954}}, {name:"Geena Davis", properties:{born:1956}}, {name:"Lori Petty", properties:{born:1963}}, {name:"Penny Marshall", properties:{born:1943}}, {name:"Paul Blythe", properties:{}}, {name:"Angela Scope", properties:{}}, {name:"Jessica Thompson", properties:{}}, {name:"James Thompson", properties:{}}] AS row
+CREATE (n:Person{name: row.name}) SET n += row.properties;
+UNWIND [{_id:171, properties:{license:"proprietary", price:"freemium", name:"Notion"}}, {_id:172, properties:{name:"Libreoffice Calc\n"}}, {_id:173, properties:{name:"Trello"}}, {_id:174, properties:{name:"Word"}}, {_id:175, properties:{name:"Google Slides"}}, {_id:176, properties:{name:"Google Sheets"}}, {_id:177, properties:{name:"Excel"}}, {_id:178, properties:{name:"Libreoffice Writer\n"}}, {_id:179, properties:{name:"Libreoffice Impress\n"}}, {_id:180, properties:{name:"Powerpoint"}}, {_id:181, properties:{name:"Google Docs\n"}}] AS row
+CREATE (n:`UNIQUE IMPORT LABEL`{`UNIQUE IMPORT ID`: row._id}) SET n += row.properties SET n:Software;
+UNWIND [{title:"The Matrix", properties:{tagline:"Welcome to the Real World", released:1999}}, {title:"The Matrix Reloaded", properties:{tagline:"Free your mind", released:2003}}, {title:"The Matrix Revolutions", properties:{tagline:"Everything that has a beginning has an end", released:2003}}, {title:"The Devil's Advocate", properties:{tagline:"Evil has its winning ways", released:1997}}, {title:"A Few Good Men", properties:{tagline:"In the heart of the nation's capital, in a courthouse of the U.S. government, one man will stop at nothing to keep his honor, and one will stop at nothing to find the truth.", released:1992}}, {title:"Top Gun", properties:{tagline:"I feel the need, the need for speed.", released:1986}}, {title:"Jerry Maguire", properties:{tagline:"The rest of his life begins now.", released:2000}}, {title:"Stand By Me", properties:{tagline:"For some, it's the last real taste of innocence, and the first real taste of life. But for everyone, it's the time that memories are made of.", released:1986}}, {title:"As Good as It Gets", properties:{tagline:"A comedy from the heart that goes for the throat.", released:1997}}, {title:"What Dreams May Come", properties:{tagline:"After life there is more. The end is just the beginning.", released:1998}}, {title:"Snow Falling on Cedars", properties:{tagline:"First loves last. Forever.", released:1999}}, {title:"You've Got Mail", properties:{tagline:"At odds in life... in love on-line.", released:1998}}, {title:"Sleepless in Seattle", properties:{tagline:"What if someone you never met, someone you never saw, someone you never knew was the only someone for you?", released:1993}}, {title:"Joe Versus the Volcano", properties:{tagline:"A story of love, lava and burning desire.", released:1990}}, {title:"When Harry Met Sally", properties:{tagline:"Can two friends sleep together and still love each other in the morning?", released:1998}}, {title:"That Thing You Do", properties:{tagline:"In every life there comes a time when that thing you dream becomes that thing you do", released:1996}}, {title:"The Replacements", properties:{tagline:"Pain heals, Chicks dig scars... Glory lasts forever", released:2000}}, {title:"RescueDawn", properties:{tagline:"Based on the extraordinary true story of one man's fight for freedom", released:2006}}, {title:"The Birdcage", properties:{tagline:"Come as you are", released:1996}}, {title:"Unforgiven", properties:{tagline:"It's a hell of a thing, killing a man", released:1992}}] AS row
+CREATE (n:Movie{title: row.title}) SET n += row.properties;
+UNWIND [{title:"Johnny Mnemonic", properties:{tagline:"The hottest data on earth. In the coolest head in town", released:1995}}, {title:"Cloud Atlas", properties:{tagline:"Everything is connected", released:2012}}, {title:"The Da Vinci Code", properties:{tagline:"Break The Codes", released:2006}}, {title:"V for Vendetta", properties:{tagline:"Freedom! Forever!", released:2006}}, {title:"Speed Racer", properties:{tagline:"Speed has no limits", released:2008}}, {title:"Ninja Assassin", properties:{tagline:"Prepare to enter a secret world of assassins", released:2009}}, {title:"The Green Mile", properties:{tagline:"Walk a mile you'll never forget.", released:1999}}, {title:"Frost/Nixon", properties:{tagline:"400 million people were waiting for the truth.", released:2008}}, {title:"Hoffa", properties:{tagline:"He didn't want law. He wanted justice.", released:1992}}, {title:"Apollo 13", properties:{tagline:"Houston, we have a problem.", released:1995}}, {title:"Twister", properties:{tagline:"Don't Breathe. Don't Look Back.", released:1996}}, {title:"Cast Away", properties:{tagline:"At the edge of the world, his journey begins.", released:2000}}, {title:"One Flew Over the Cuckoo's Nest", properties:{tagline:"If he's crazy, what does that make you?", released:1975}}, {title:"Something's Gotta Give", properties:{released:2003}}, {title:"Bicentennial Man", properties:{tagline:"One robot's 200 year journey to become an ordinary man.", released:1999}}, {title:"Charlie Wilson's War", properties:{tagline:"A stiff drink. A little mascara. A lot of nerve. Who said they couldn't bring down the Soviet empire.", released:2007}}, {title:"The Polar Express", properties:{tagline:"This Holiday Season… Believe", released:2004}}, {title:"A League of Their Own", properties:{tagline:"Once in a lifetime you get a chance to do something different.", released:1992}}] AS row
+CREATE (n:Movie{title: row.title}) SET n += row.properties;
+:commit
+:begin
+UNWIND [{start: {name:"Joel Silver"}, end: {title:"The Matrix"}, properties:{}}, {start: {name:"Joel Silver"}, end: {title:"The Matrix Reloaded"}, properties:{}}, {start: {name:"Joel Silver"}, end: {title:"The Matrix Revolutions"}, properties:{}}, {start: {name:"Cameron Crowe"}, end: {title:"Jerry Maguire"}, properties:{}}, {start: {name:"Rob Reiner"}, end: {title:"When Harry Met Sally"}, properties:{}}, {start: {name:"Nora Ephron"}, end: {title:"When Harry Met Sally"}, properties:{}}, {start: {name:"Stefan Arndt"}, end: {title:"Cloud Atlas"}, properties:{}}, {start: {name:"Lilly Wachowski"}, end: {title:"V for Vendetta"}, properties:{}}, {start: {name:"Lana Wachowski"}, end: {title:"V for Vendetta"}, properties:{}}, {start: {name:"Joel Silver"}, end: {title:"V for Vendetta"}, properties:{}}, {start: {name:"Joel Silver"}, end: {title:"Speed Racer"}, properties:{}}, {start: {name:"Lilly Wachowski"}, end: {title:"Ninja Assassin"}, properties:{}}, {start: {name:"Lana Wachowski"}, end: {title:"Ninja Assassin"}, properties:{}}, {start: {name:"Joel Silver"}, end: {title:"Ninja Assassin"}, properties:{}}, {start: {name:"Nancy Meyers"}, end: {title:"Something's Gotta Give"}, properties:{}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:PRODUCED]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Aaron Sorkin"}, end: {title:"A Few Good Men"}, properties:{}}, {start: {name:"Jim Cash"}, end: {title:"Top Gun"}, properties:{}}, {start: {name:"Cameron Crowe"}, end: {title:"Jerry Maguire"}, properties:{}}, {start: {name:"Nora Ephron"}, end: {title:"When Harry Met Sally"}, properties:{}}, {start: {name:"David Mitchell"}, end: {title:"Cloud Atlas"}, properties:{}}, {start: {name:"Lilly Wachowski"}, end: {title:"V for Vendetta"}, properties:{}}, {start: {name:"Lana Wachowski"}, end: {title:"V for Vendetta"}, properties:{}}, {start: {name:"Lilly Wachowski"}, end: {title:"Speed Racer"}, properties:{}}, {start: {name:"Lana Wachowski"}, end: {title:"Speed Racer"}, properties:{}}, {start: {name:"Nancy Meyers"}, end: {title:"Something's Gotta Give"}, properties:{}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:WROTE]->(end) SET r += row.properties;
+UNWIND [{start: {_id:172}, end: {_id:177}, properties:{}}, {start: {_id:173}, end: {_id:171}, properties:{}}, {start: {_id:171}, end: {_id:181}, properties:{}}, {start: {_id:181}, end: {_id:174}, properties:{}}, {start: {_id:176}, end: {_id:171}, properties:{}}, {start: {_id:178}, end: {_id:174}, properties:{}}, {start: {_id:176}, end: {_id:177}, properties:{}}, {start: {_id:179}, end: {_id:175}, properties:{}}, {start: {_id:179}, end: {_id:180}, properties:{}}, {start: {_id:180}, end: {_id:175}, properties:{}}] AS row
+MATCH (start:`UNIQUE IMPORT LABEL`{`UNIQUE IMPORT ID`: row.start._id})
+MATCH (end:`UNIQUE IMPORT LABEL`{`UNIQUE IMPORT ID`: row.end._id})
+CREATE (start)-[r:SIMILAR]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Keanu Reeves"}, end: {title:"The Matrix"}, properties:{roles:["Neo"]}}, {start: {name:"Carrie-Anne Moss"}, end: {title:"The Matrix"}, properties:{roles:["Trinity"]}}, {start: {name:"Laurence Fishburne"}, end: {title:"The Matrix"}, properties:{roles:["Morpheus"]}}, {start: {name:"Hugo Weaving"}, end: {title:"The Matrix"}, properties:{roles:["Agent Smith"]}}, {start: {name:"Emil Eifrem"}, end: {title:"The Matrix"}, properties:{roles:["Emil"]}}, {start: {name:"Keanu Reeves"}, end: {title:"The Matrix Reloaded"}, properties:{roles:["Neo"]}}, {start: {name:"Carrie-Anne Moss"}, end: {title:"The Matrix Reloaded"}, properties:{roles:["Trinity"]}}, {start: {name:"Laurence Fishburne"}, end: {title:"The Matrix Reloaded"}, properties:{roles:["Morpheus"]}}, {start: {name:"Hugo Weaving"}, end: {title:"The Matrix Reloaded"}, properties:{roles:["Agent Smith"]}}, {start: {name:"Keanu Reeves"}, end: {title:"The Matrix Revolutions"}, properties:{roles:["Neo"]}}, {start: {name:"Carrie-Anne Moss"}, end: {title:"The Matrix Revolutions"}, properties:{roles:["Trinity"]}}, {start: {name:"Laurence Fishburne"}, end: {title:"The Matrix Revolutions"}, properties:{roles:["Morpheus"]}}, {start: {name:"Hugo Weaving"}, end: {title:"The Matrix Revolutions"}, properties:{roles:["Agent Smith"]}}, {start: {name:"Keanu Reeves"}, end: {title:"The Devil's Advocate"}, properties:{roles:["Kevin Lomax"]}}, {start: {name:"Charlize Theron"}, end: {title:"The Devil's Advocate"}, properties:{roles:["Mary Ann Lomax"]}}, {start: {name:"Al Pacino"}, end: {title:"The Devil's Advocate"}, properties:{roles:["John Milton"]}}, {start: {name:"Tom Cruise"}, end: {title:"A Few Good Men"}, properties:{roles:["Lt. Daniel Kaffee"]}}, {start: {name:"Jack Nicholson"}, end: {title:"A Few Good Men"}, properties:{roles:["Col. Nathan R. Jessup"]}}, {start: {name:"Demi Moore"}, end: {title:"A Few Good Men"}, properties:{roles:["Lt. Cdr. JoAnne Galloway"]}}, {start: {name:"Kevin Bacon"}, end: {title:"A Few Good Men"}, properties:{roles:["Capt. Jack Ross"]}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:ACTED_IN]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Kiefer Sutherland"}, end: {title:"A Few Good Men"}, properties:{roles:["Lt. Jonathan Kendrick"]}}, {start: {name:"Noah Wyle"}, end: {title:"A Few Good Men"}, properties:{roles:["Cpl. Jeffrey Barnes"]}}, {start: {name:"Cuba Gooding Jr."}, end: {title:"A Few Good Men"}, properties:{roles:["Cpl. Carl Hammaker"]}}, {start: {name:"Kevin Pollak"}, end: {title:"A Few Good Men"}, properties:{roles:["Lt. Sam Weinberg"]}}, {start: {name:"J.T. Walsh"}, end: {title:"A Few Good Men"}, properties:{roles:["Lt. Col. Matthew Andrew Markinson"]}}, {start: {name:"James Marshall"}, end: {title:"A Few Good Men"}, properties:{roles:["Pfc. Louden Downey"]}}, {start: {name:"Christopher Guest"}, end: {title:"A Few Good Men"}, properties:{roles:["Dr. Stone"]}}, {start: {name:"Aaron Sorkin"}, end: {title:"A Few Good Men"}, properties:{roles:["Man in Bar"]}}, {start: {name:"Tom Cruise"}, end: {title:"Top Gun"}, properties:{roles:["Maverick"]}}, {start: {name:"Kelly McGillis"}, end: {title:"Top Gun"}, properties:{roles:["Charlie"]}}, {start: {name:"Val Kilmer"}, end: {title:"Top Gun"}, properties:{roles:["Iceman"]}}, {start: {name:"Anthony Edwards"}, end: {title:"Top Gun"}, properties:{roles:["Goose"]}}, {start: {name:"Tom Skerritt"}, end: {title:"Top Gun"}, properties:{roles:["Viper"]}}, {start: {name:"Meg Ryan"}, end: {title:"Top Gun"}, properties:{roles:["Carole"]}}, {start: {name:"Tom Cruise"}, end: {title:"Jerry Maguire"}, properties:{roles:["Jerry Maguire"]}}, {start: {name:"Cuba Gooding Jr."}, end: {title:"Jerry Maguire"}, properties:{roles:["Rod Tidwell"]}}, {start: {name:"Renee Zellweger"}, end: {title:"Jerry Maguire"}, properties:{roles:["Dorothy Boyd"]}}, {start: {name:"Kelly Preston"}, end: {title:"Jerry Maguire"}, properties:{roles:["Avery Bishop"]}}, {start: {name:"Jerry O'Connell"}, end: {title:"Jerry Maguire"}, properties:{roles:["Frank Cushman"]}}, {start: {name:"Jay Mohr"}, end: {title:"Jerry Maguire"}, properties:{roles:["Bob Sugar"]}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:ACTED_IN]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Bonnie Hunt"}, end: {title:"Jerry Maguire"}, properties:{roles:["Laurel Boyd"]}}, {start: {name:"Regina King"}, end: {title:"Jerry Maguire"}, properties:{roles:["Marcee Tidwell"]}}, {start: {name:"Jonathan Lipnicki"}, end: {title:"Jerry Maguire"}, properties:{roles:["Ray Boyd"]}}, {start: {name:"Wil Wheaton"}, end: {title:"Stand By Me"}, properties:{roles:["Gordie Lachance"]}}, {start: {name:"River Phoenix"}, end: {title:"Stand By Me"}, properties:{roles:["Chris Chambers"]}}, {start: {name:"Jerry O'Connell"}, end: {title:"Stand By Me"}, properties:{roles:["Vern Tessio"]}}, {start: {name:"Corey Feldman"}, end: {title:"Stand By Me"}, properties:{roles:["Teddy Duchamp"]}}, {start: {name:"John Cusack"}, end: {title:"Stand By Me"}, properties:{roles:["Denny Lachance"]}}, {start: {name:"Kiefer Sutherland"}, end: {title:"Stand By Me"}, properties:{roles:["Ace Merrill"]}}, {start: {name:"Marshall Bell"}, end: {title:"Stand By Me"}, properties:{roles:["Mr. Lachance"]}}, {start: {name:"Jack Nicholson"}, end: {title:"As Good as It Gets"}, properties:{roles:["Melvin Udall"]}}, {start: {name:"Helen Hunt"}, end: {title:"As Good as It Gets"}, properties:{roles:["Carol Connelly"]}}, {start: {name:"Greg Kinnear"}, end: {title:"As Good as It Gets"}, properties:{roles:["Simon Bishop"]}}, {start: {name:"Cuba Gooding Jr."}, end: {title:"As Good as It Gets"}, properties:{roles:["Frank Sachs"]}}, {start: {name:"Robin Williams"}, end: {title:"What Dreams May Come"}, properties:{roles:["Chris Nielsen"]}}, {start: {name:"Cuba Gooding Jr."}, end: {title:"What Dreams May Come"}, properties:{roles:["Albert Lewis"]}}, {start: {name:"Annabella Sciorra"}, end: {title:"What Dreams May Come"}, properties:{roles:["Annie Collins-Nielsen"]}}, {start: {name:"Max von Sydow"}, end: {title:"What Dreams May Come"}, properties:{roles:["The Tracker"]}}, {start: {name:"Werner Herzog"}, end: {title:"What Dreams May Come"}, properties:{roles:["The Face"]}}, {start: {name:"Ethan Hawke"}, end: {title:"Snow Falling on Cedars"}, properties:{roles:["Ishmael Chambers"]}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:ACTED_IN]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Rick Yune"}, end: {title:"Snow Falling on Cedars"}, properties:{roles:["Kazuo Miyamoto"]}}, {start: {name:"Max von Sydow"}, end: {title:"Snow Falling on Cedars"}, properties:{roles:["Nels Gudmundsson"]}}, {start: {name:"James Cromwell"}, end: {title:"Snow Falling on Cedars"}, properties:{roles:["Judge Fielding"]}}, {start: {name:"Tom Hanks"}, end: {title:"You've Got Mail"}, properties:{roles:["Joe Fox"]}}, {start: {name:"Meg Ryan"}, end: {title:"You've Got Mail"}, properties:{roles:["Kathleen Kelly"]}}, {start: {name:"Greg Kinnear"}, end: {title:"You've Got Mail"}, properties:{roles:["Frank Navasky"]}}, {start: {name:"Parker Posey"}, end: {title:"You've Got Mail"}, properties:{roles:["Patricia Eden"]}}, {start: {name:"Dave Chappelle"}, end: {title:"You've Got Mail"}, properties:{roles:["Kevin Jackson"]}}, {start: {name:"Steve Zahn"}, end: {title:"You've Got Mail"}, properties:{roles:["George Pappas"]}}, {start: {name:"Tom Hanks"}, end: {title:"Sleepless in Seattle"}, properties:{roles:["Sam Baldwin"]}}, {start: {name:"Meg Ryan"}, end: {title:"Sleepless in Seattle"}, properties:{roles:["Annie Reed"]}}, {start: {name:"Rita Wilson"}, end: {title:"Sleepless in Seattle"}, properties:{roles:["Suzy"]}}, {start: {name:"Bill Pullman"}, end: {title:"Sleepless in Seattle"}, properties:{roles:["Walter"]}}, {start: {name:"Victor Garber"}, end: {title:"Sleepless in Seattle"}, properties:{roles:["Greg"]}}, {start: {name:"Rosie O'Donnell"}, end: {title:"Sleepless in Seattle"}, properties:{roles:["Becky"]}}, {start: {name:"Tom Hanks"}, end: {title:"Joe Versus the Volcano"}, properties:{roles:["Joe Banks"]}}, {start: {name:"Meg Ryan"}, end: {title:"Joe Versus the Volcano"}, properties:{roles:["DeDe", "Angelica Graynamore", "Patricia Graynamore"]}}, {start: {name:"Nathan Lane"}, end: {title:"Joe Versus the Volcano"}, properties:{roles:["Baw"]}}, {start: {name:"Billy Crystal"}, end: {title:"When Harry Met Sally"}, properties:{roles:["Harry Burns"]}}, {start: {name:"Meg Ryan"}, end: {title:"When Harry Met Sally"}, properties:{roles:["Sally Albright"]}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:ACTED_IN]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Carrie Fisher"}, end: {title:"When Harry Met Sally"}, properties:{roles:["Marie"]}}, {start: {name:"Bruno Kirby"}, end: {title:"When Harry Met Sally"}, properties:{roles:["Jess"]}}, {start: {name:"Tom Hanks"}, end: {title:"That Thing You Do"}, properties:{roles:["Mr. White"]}}, {start: {name:"Liv Tyler"}, end: {title:"That Thing You Do"}, properties:{roles:["Faye Dolan"]}}, {start: {name:"Charlize Theron"}, end: {title:"That Thing You Do"}, properties:{roles:["Tina"]}}, {start: {name:"Keanu Reeves"}, end: {title:"The Replacements"}, properties:{roles:["Shane Falco"]}}, {start: {name:"Brooke Langton"}, end: {title:"The Replacements"}, properties:{roles:["Annabelle Farrell"]}}, {start: {name:"Gene Hackman"}, end: {title:"The Replacements"}, properties:{roles:["Jimmy McGinty"]}}, {start: {name:"Orlando Jones"}, end: {title:"The Replacements"}, properties:{roles:["Clifford Franklin"]}}, {start: {name:"Marshall Bell"}, end: {title:"RescueDawn"}, properties:{roles:["Admiral"]}}, {start: {name:"Christian Bale"}, end: {title:"RescueDawn"}, properties:{roles:["Dieter Dengler"]}}, {start: {name:"Zach Grenier"}, end: {title:"RescueDawn"}, properties:{roles:["Squad Leader"]}}, {start: {name:"Steve Zahn"}, end: {title:"RescueDawn"}, properties:{roles:["Duane"]}}, {start: {name:"Robin Williams"}, end: {title:"The Birdcage"}, properties:{roles:["Armand Goldman"]}}, {start: {name:"Nathan Lane"}, end: {title:"The Birdcage"}, properties:{roles:["Albert Goldman"]}}, {start: {name:"Gene Hackman"}, end: {title:"The Birdcage"}, properties:{roles:["Sen. Kevin Keeley"]}}, {start: {name:"Richard Harris"}, end: {title:"Unforgiven"}, properties:{roles:["English Bob"]}}, {start: {name:"Clint Eastwood"}, end: {title:"Unforgiven"}, properties:{roles:["Bill Munny"]}}, {start: {name:"Gene Hackman"}, end: {title:"Unforgiven"}, properties:{roles:["Little Bill Daggett"]}}, {start: {name:"Keanu Reeves"}, end: {title:"Johnny Mnemonic"}, properties:{roles:["Johnny Mnemonic"]}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:ACTED_IN]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Takeshi Kitano"}, end: {title:"Johnny Mnemonic"}, properties:{roles:["Takahashi"]}}, {start: {name:"Dina Meyer"}, end: {title:"Johnny Mnemonic"}, properties:{roles:["Jane"]}}, {start: {name:"Ice-T"}, end: {title:"Johnny Mnemonic"}, properties:{roles:["J-Bone"]}}, {start: {name:"Tom Hanks"}, end: {title:"Cloud Atlas"}, properties:{roles:["Zachry", "Dr. Henry Goose", "Isaac Sachs", "Dermot Hoggins"]}}, {start: {name:"Hugo Weaving"}, end: {title:"Cloud Atlas"}, properties:{roles:["Bill Smoke", "Haskell Moore", "Tadeusz Kesselring", "Nurse Noakes", "Boardman Mephi", "Old Georgie"]}}, {start: {name:"Halle Berry"}, end: {title:"Cloud Atlas"}, properties:{roles:["Luisa Rey", "Jocasta Ayrs", "Ovid", "Meronym"]}}, {start: {name:"Jim Broadbent"}, end: {title:"Cloud Atlas"}, properties:{roles:["Vyvyan Ayrs", "Captain Molyneux", "Timothy Cavendish"]}}, {start: {name:"Tom Hanks"}, end: {title:"The Da Vinci Code"}, properties:{roles:["Dr. Robert Langdon"]}}, {start: {name:"Ian McKellen"}, end: {title:"The Da Vinci Code"}, properties:{roles:["Sir Leight Teabing"]}}, {start: {name:"Audrey Tautou"}, end: {title:"The Da Vinci Code"}, properties:{roles:["Sophie Neveu"]}}, {start: {name:"Paul Bettany"}, end: {title:"The Da Vinci Code"}, properties:{roles:["Silas"]}}, {start: {name:"Hugo Weaving"}, end: {title:"V for Vendetta"}, properties:{roles:["V"]}}, {start: {name:"Natalie Portman"}, end: {title:"V for Vendetta"}, properties:{roles:["Evey Hammond"]}}, {start: {name:"Stephen Rea"}, end: {title:"V for Vendetta"}, properties:{roles:["Eric Finch"]}}, {start: {name:"John Hurt"}, end: {title:"V for Vendetta"}, properties:{roles:["High Chancellor Adam Sutler"]}}, {start: {name:"Ben Miles"}, end: {title:"V for Vendetta"}, properties:{roles:["Dascomb"]}}, {start: {name:"Emile Hirsch"}, end: {title:"Speed Racer"}, properties:{roles:["Speed Racer"]}}, {start: {name:"John Goodman"}, end: {title:"Speed Racer"}, properties:{roles:["Pops"]}}, {start: {name:"Susan Sarandon"}, end: {title:"Speed Racer"}, properties:{roles:["Mom"]}}, {start: {name:"Matthew Fox"}, end: {title:"Speed Racer"}, properties:{roles:["Racer X"]}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:ACTED_IN]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Christina Ricci"}, end: {title:"Speed Racer"}, properties:{roles:["Trixie"]}}, {start: {name:"Rain"}, end: {title:"Speed Racer"}, properties:{roles:["Taejo Togokahn"]}}, {start: {name:"Ben Miles"}, end: {title:"Speed Racer"}, properties:{roles:["Cass Jones"]}}, {start: {name:"Rain"}, end: {title:"Ninja Assassin"}, properties:{roles:["Raizo"]}}, {start: {name:"Naomie Harris"}, end: {title:"Ninja Assassin"}, properties:{roles:["Mika Coretti"]}}, {start: {name:"Rick Yune"}, end: {title:"Ninja Assassin"}, properties:{roles:["Takeshi"]}}, {start: {name:"Ben Miles"}, end: {title:"Ninja Assassin"}, properties:{roles:["Ryan Maslow"]}}, {start: {name:"Tom Hanks"}, end: {title:"The Green Mile"}, properties:{roles:["Paul Edgecomb"]}}, {start: {name:"Michael Clarke Duncan"}, end: {title:"The Green Mile"}, properties:{roles:["John Coffey"]}}, {start: {name:"David Morse"}, end: {title:"The Green Mile"}, properties:{roles:["Brutus \"Brutal\" Howell"]}}, {start: {name:"Bonnie Hunt"}, end: {title:"The Green Mile"}, properties:{roles:["Jan Edgecomb"]}}, {start: {name:"James Cromwell"}, end: {title:"The Green Mile"}, properties:{roles:["Warden Hal Moores"]}}, {start: {name:"Sam Rockwell"}, end: {title:"The Green Mile"}, properties:{roles:["\"Wild Bill\" Wharton"]}}, {start: {name:"Gary Sinise"}, end: {title:"The Green Mile"}, properties:{roles:["Burt Hammersmith"]}}, {start: {name:"Patricia Clarkson"}, end: {title:"The Green Mile"}, properties:{roles:["Melinda Moores"]}}, {start: {name:"Frank Langella"}, end: {title:"Frost/Nixon"}, properties:{roles:["Richard Nixon"]}}, {start: {name:"Michael Sheen"}, end: {title:"Frost/Nixon"}, properties:{roles:["David Frost"]}}, {start: {name:"Kevin Bacon"}, end: {title:"Frost/Nixon"}, properties:{roles:["Jack Brennan"]}}, {start: {name:"Oliver Platt"}, end: {title:"Frost/Nixon"}, properties:{roles:["Bob Zelnick"]}}, {start: {name:"Sam Rockwell"}, end: {title:"Frost/Nixon"}, properties:{roles:["James Reston, Jr."]}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:ACTED_IN]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Jack Nicholson"}, end: {title:"Hoffa"}, properties:{roles:["Hoffa"]}}, {start: {name:"Danny DeVito"}, end: {title:"Hoffa"}, properties:{roles:["Robert \"Bobby\" Ciaro"]}}, {start: {name:"J.T. Walsh"}, end: {title:"Hoffa"}, properties:{roles:["Frank Fitzsimmons"]}}, {start: {name:"John C. Reilly"}, end: {title:"Hoffa"}, properties:{roles:["Peter \"Pete\" Connelly"]}}, {start: {name:"Tom Hanks"}, end: {title:"Apollo 13"}, properties:{roles:["Jim Lovell"]}}, {start: {name:"Kevin Bacon"}, end: {title:"Apollo 13"}, properties:{roles:["Jack Swigert"]}}, {start: {name:"Ed Harris"}, end: {title:"Apollo 13"}, properties:{roles:["Gene Kranz"]}}, {start: {name:"Bill Paxton"}, end: {title:"Apollo 13"}, properties:{roles:["Fred Haise"]}}, {start: {name:"Gary Sinise"}, end: {title:"Apollo 13"}, properties:{roles:["Ken Mattingly"]}}, {start: {name:"Bill Paxton"}, end: {title:"Twister"}, properties:{roles:["Bill Harding"]}}, {start: {name:"Helen Hunt"}, end: {title:"Twister"}, properties:{roles:["Dr. Jo Harding"]}}, {start: {name:"Zach Grenier"}, end: {title:"Twister"}, properties:{roles:["Eddie"]}}, {start: {name:"Philip Seymour Hoffman"}, end: {title:"Twister"}, properties:{roles:["Dustin \"Dusty\" Davis"]}}, {start: {name:"Tom Hanks"}, end: {title:"Cast Away"}, properties:{roles:["Chuck Noland"]}}, {start: {name:"Helen Hunt"}, end: {title:"Cast Away"}, properties:{roles:["Kelly Frears"]}}, {start: {name:"Jack Nicholson"}, end: {title:"One Flew Over the Cuckoo's Nest"}, properties:{roles:["Randle McMurphy"]}}, {start: {name:"Danny DeVito"}, end: {title:"One Flew Over the Cuckoo's Nest"}, properties:{roles:["Martini"]}}, {start: {name:"Jack Nicholson"}, end: {title:"Something's Gotta Give"}, properties:{roles:["Harry Sanborn"]}}, {start: {name:"Diane Keaton"}, end: {title:"Something's Gotta Give"}, properties:{roles:["Erica Barry"]}}, {start: {name:"Keanu Reeves"}, end: {title:"Something's Gotta Give"}, properties:{roles:["Julian Mercer"]}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:ACTED_IN]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Robin Williams"}, end: {title:"Bicentennial Man"}, properties:{roles:["Andrew Marin"]}}, {start: {name:"Oliver Platt"}, end: {title:"Bicentennial Man"}, properties:{roles:["Rupert Burns"]}}, {start: {name:"Tom Hanks"}, end: {title:"Charlie Wilson's War"}, properties:{roles:["Rep. Charlie Wilson"]}}, {start: {name:"Julia Roberts"}, end: {title:"Charlie Wilson's War"}, properties:{roles:["Joanne Herring"]}}, {start: {name:"Philip Seymour Hoffman"}, end: {title:"Charlie Wilson's War"}, properties:{roles:["Gust Avrakotos"]}}, {start: {name:"Tom Hanks"}, end: {title:"The Polar Express"}, properties:{roles:["Hero Boy", "Father", "Conductor", "Hobo", "Scrooge", "Santa Claus"]}}, {start: {name:"Tom Hanks"}, end: {title:"A League of Their Own"}, properties:{roles:["Jimmy Dugan"]}}, {start: {name:"Geena Davis"}, end: {title:"A League of Their Own"}, properties:{roles:["Dottie Hinson"]}}, {start: {name:"Lori Petty"}, end: {title:"A League of Their Own"}, properties:{roles:["Kit Keller"]}}, {start: {name:"Rosie O'Donnell"}, end: {title:"A League of Their Own"}, properties:{roles:["Doris Murphy"]}}, {start: {name:"Madonna"}, end: {title:"A League of Their Own"}, properties:{roles:["\"All the Way\" Mae Mordabito"]}}, {start: {name:"Bill Paxton"}, end: {title:"A League of Their Own"}, properties:{roles:["Bob Hinson"]}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:ACTED_IN]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Jessica Thompson"}, end: {title:"Cloud Atlas"}, properties:{summary:"An amazing journey", rating:95}}, {start: {name:"Jessica Thompson"}, end: {title:"The Replacements"}, properties:{summary:"Silly, but fun", rating:65}}, {start: {name:"James Thompson"}, end: {title:"The Replacements"}, properties:{summary:"The coolest football movie ever", rating:100}}, {start: {name:"Angela Scope"}, end: {title:"The Replacements"}, properties:{summary:"Pretty funny at times", rating:62}}, {start: {name:"Jessica Thompson"}, end: {title:"Unforgiven"}, properties:{summary:"Dark, but compelling", rating:85}}, {start: {name:"Jessica Thompson"}, end: {title:"The Birdcage"}, properties:{summary:"Slapstick redeemed only by the Robin Williams and Gene Hackman's stellar performances", rating:45}}, {start: {name:"Jessica Thompson"}, end: {title:"The Da Vinci Code"}, properties:{summary:"A solid romp", rating:68}}, {start: {name:"James Thompson"}, end: {title:"The Da Vinci Code"}, properties:{summary:"Fun, but a little far fetched", rating:65}}, {start: {name:"Jessica Thompson"}, end: {title:"Jerry Maguire"}, properties:{summary:"You had me at Jerry", rating:92}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:REVIEWED]->(end) SET r += row.properties;
+UNWIND [{start: {name:"James Thompson"}, end: {name:"Jessica Thompson"}, properties:{}}, {start: {name:"Angela Scope"}, end: {name:"Jessica Thompson"}, properties:{}}, {start: {name:"Paul Blythe"}, end: {name:"Angela Scope"}, properties:{}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Person{name: row.end.name})
+CREATE (start)-[r:FOLLOWS]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Lilly Wachowski"}, end: {title:"The Matrix"}, properties:{}}, {start: {name:"Lana Wachowski"}, end: {title:"The Matrix"}, properties:{}}, {start: {name:"Lilly Wachowski"}, end: {title:"The Matrix Reloaded"}, properties:{}}, {start: {name:"Lana Wachowski"}, end: {title:"The Matrix Reloaded"}, properties:{}}, {start: {name:"Lilly Wachowski"}, end: {title:"The Matrix Revolutions"}, properties:{}}, {start: {name:"Lana Wachowski"}, end: {title:"The Matrix Revolutions"}, properties:{}}, {start: {name:"Taylor Hackford"}, end: {title:"The Devil's Advocate"}, properties:{}}, {start: {name:"Rob Reiner"}, end: {title:"A Few Good Men"}, properties:{}}, {start: {name:"Tony Scott"}, end: {title:"Top Gun"}, properties:{}}, {start: {name:"Cameron Crowe"}, end: {title:"Jerry Maguire"}, properties:{}}, {start: {name:"Rob Reiner"}, end: {title:"Stand By Me"}, properties:{}}, {start: {name:"James L. Brooks"}, end: {title:"As Good as It Gets"}, properties:{}}, {start: {name:"Vincent Ward"}, end: {title:"What Dreams May Come"}, properties:{}}, {start: {name:"Scott Hicks"}, end: {title:"Snow Falling on Cedars"}, properties:{}}, {start: {name:"Nora Ephron"}, end: {title:"You've Got Mail"}, properties:{}}, {start: {name:"Nora Ephron"}, end: {title:"Sleepless in Seattle"}, properties:{}}, {start: {name:"John Patrick Stanley"}, end: {title:"Joe Versus the Volcano"}, properties:{}}, {start: {name:"Rob Reiner"}, end: {title:"When Harry Met Sally"}, properties:{}}, {start: {name:"Tom Hanks"}, end: {title:"That Thing You Do"}, properties:{}}, {start: {name:"Howard Deutch"}, end: {title:"The Replacements"}, properties:{}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:DIRECTED]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Werner Herzog"}, end: {title:"RescueDawn"}, properties:{}}, {start: {name:"Mike Nichols"}, end: {title:"The Birdcage"}, properties:{}}, {start: {name:"Clint Eastwood"}, end: {title:"Unforgiven"}, properties:{}}, {start: {name:"Robert Longo"}, end: {title:"Johnny Mnemonic"}, properties:{}}, {start: {name:"Tom Tykwer"}, end: {title:"Cloud Atlas"}, properties:{}}, {start: {name:"Lilly Wachowski"}, end: {title:"Cloud Atlas"}, properties:{}}, {start: {name:"Lana Wachowski"}, end: {title:"Cloud Atlas"}, properties:{}}, {start: {name:"Ron Howard"}, end: {title:"The Da Vinci Code"}, properties:{}}, {start: {name:"James Marshall"}, end: {title:"V for Vendetta"}, properties:{}}, {start: {name:"Lilly Wachowski"}, end: {title:"Speed Racer"}, properties:{}}, {start: {name:"Lana Wachowski"}, end: {title:"Speed Racer"}, properties:{}}, {start: {name:"James Marshall"}, end: {title:"Ninja Assassin"}, properties:{}}, {start: {name:"Frank Darabont"}, end: {title:"The Green Mile"}, properties:{}}, {start: {name:"Ron Howard"}, end: {title:"Frost/Nixon"}, properties:{}}, {start: {name:"Danny DeVito"}, end: {title:"Hoffa"}, properties:{}}, {start: {name:"Ron Howard"}, end: {title:"Apollo 13"}, properties:{}}, {start: {name:"Jan de Bont"}, end: {title:"Twister"}, properties:{}}, {start: {name:"Robert Zemeckis"}, end: {title:"Cast Away"}, properties:{}}, {start: {name:"Milos Forman"}, end: {title:"One Flew Over the Cuckoo's Nest"}, properties:{}}, {start: {name:"Nancy Meyers"}, end: {title:"Something's Gotta Give"}, properties:{}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:DIRECTED]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Chris Columbus"}, end: {title:"Bicentennial Man"}, properties:{}}, {start: {name:"Mike Nichols"}, end: {title:"Charlie Wilson's War"}, properties:{}}, {start: {name:"Robert Zemeckis"}, end: {title:"The Polar Express"}, properties:{}}, {start: {name:"Penny Marshall"}, end: {title:"A League of Their Own"}, properties:{}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:DIRECTED]->(end) SET r += row.properties;
+UNWIND [{start: {_id:176}, end: {_id:175}, properties:{}}, {start: {_id:174}, end: {_id:177}, properties:{}}, {start: {_id:179}, end: {_id:178}, properties:{}}, {start: {_id:180}, end: {_id:177}, properties:{}}, {start: {_id:174}, end: {_id:180}, properties:{}}] AS row
+MATCH (start:`UNIQUE IMPORT LABEL`{`UNIQUE IMPORT ID`: row.start._id})
+MATCH (end:`UNIQUE IMPORT LABEL`{`UNIQUE IMPORT ID`: row.end._id})
+CREATE (start)-[r:HAS_SAME_CREATOR]->(end) SET r += row.properties;
+:commit
+:begin
+MATCH (n:`UNIQUE IMPORT LABEL`)  WITH n LIMIT 20000 REMOVE n:`UNIQUE IMPORT LABEL` REMOVE n.`UNIQUE IMPORT ID`;
+:commit
+:begin
+DROP CONSTRAINT ON (node:`UNIQUE IMPORT LABEL`) ASSERT (node.`UNIQUE IMPORT ID`) IS UNIQUE;
+:commit
\ No newline at end of file
diff --git a/neo4j/import/reset.cypher b/neo4j/import/reset.cypher
new file mode 100644
index 0000000000000000000000000000000000000000..c6b32eeb6386b4df9eac495e5e3658cfd2562936
--- /dev/null
+++ b/neo4j/import/reset.cypher
@@ -0,0 +1,2 @@
+match (a) -[r] -> () delete a, r;
+match (a) delete a;
\ No newline at end of file
diff --git a/neo4j/import_old/data.csv b/neo4j/import_old/data.csv
new file mode 100755
index 0000000000000000000000000000000000000000..69ab40c239269db06b4489ed5df6820f9fa4b07b
--- /dev/null
+++ b/neo4j/import_old/data.csv
@@ -0,0 +1,455 @@
+"_id","_labels","born","license","name","price","released","tagline","title","_start","_end","_type","rating","roles","summary"
+"0",":Movie","","","","","1999","Welcome to the Real World","The Matrix",,,,,,
+"1",":Person","1964","","Keanu Reeves","","","","",,,,,,
+"2",":Person","1967","","Carrie-Anne Moss","","","","",,,,,,
+"3",":Person","1961","","Laurence Fishburne","","","","",,,,,,
+"4",":Person","1960","","Hugo Weaving","","","","",,,,,,
+"5",":Person","1967","","Lilly Wachowski","","","","",,,,,,
+"6",":Person","1965","","Lana Wachowski","","","","",,,,,,
+"7",":Person","1952","","Joel Silver","","","","",,,,,,
+"8",":Person","1978","","Emil Eifrem","","","","",,,,,,
+"9",":Movie","","","","","2003","Free your mind","The Matrix Reloaded",,,,,,
+"10",":Movie","","","","","2003","Everything that has a beginning has an end","The Matrix Revolutions",,,,,,
+"11",":Movie","","","","","1997","Evil has its winning ways","The Devil's Advocate",,,,,,
+"12",":Person","1975","","Charlize Theron","","","","",,,,,,
+"13",":Person","1940","","Al Pacino","","","","",,,,,,
+"14",":Person","1944","","Taylor Hackford","","","","",,,,,,
+"15",":Movie","","","","","1992","In the heart of the nation's capital, in a courthouse of the U.S. government, one man will stop at nothing to keep his honor, and one will stop at nothing to find the truth.","A Few Good Men",,,,,,
+"16",":Person","1962","","Tom Cruise","","","","",,,,,,
+"17",":Person","1937","","Jack Nicholson","","","","",,,,,,
+"18",":Person","1962","","Demi Moore","","","","",,,,,,
+"19",":Person","1958","","Kevin Bacon","","","","",,,,,,
+"20",":Person","1966","","Kiefer Sutherland","","","","",,,,,,
+"21",":Person","1971","","Noah Wyle","","","","",,,,,,
+"22",":Person","1968","","Cuba Gooding Jr.","","","","",,,,,,
+"23",":Person","1957","","Kevin Pollak","","","","",,,,,,
+"24",":Person","1943","","J.T. Walsh","","","","",,,,,,
+"25",":Person","1967","","James Marshall","","","","",,,,,,
+"26",":Person","1948","","Christopher Guest","","","","",,,,,,
+"27",":Person","1947","","Rob Reiner","","","","",,,,,,
+"28",":Person","1961","","Aaron Sorkin","","","","",,,,,,
+"29",":Movie","","","","","1986","I feel the need, the need for speed.","Top Gun",,,,,,
+"30",":Person","1957","","Kelly McGillis","","","","",,,,,,
+"31",":Person","1959","","Val Kilmer","","","","",,,,,,
+"32",":Person","1962","","Anthony Edwards","","","","",,,,,,
+"33",":Person","1933","","Tom Skerritt","","","","",,,,,,
+"34",":Person","1961","","Meg Ryan","","","","",,,,,,
+"35",":Person","1944","","Tony Scott","","","","",,,,,,
+"36",":Person","1941","","Jim Cash","","","","",,,,,,
+"37",":Movie","","","","","2000","The rest of his life begins now.","Jerry Maguire",,,,,,
+"38",":Person","1969","","Renee Zellweger","","","","",,,,,,
+"39",":Person","1962","","Kelly Preston","","","","",,,,,,
+"40",":Person","1974","","Jerry O'Connell","","","","",,,,,,
+"41",":Person","1970","","Jay Mohr","","","","",,,,,,
+"42",":Person","1961","","Bonnie Hunt","","","","",,,,,,
+"43",":Person","1971","","Regina King","","","","",,,,,,
+"44",":Person","1996","","Jonathan Lipnicki","","","","",,,,,,
+"45",":Person","1957","","Cameron Crowe","","","","",,,,,,
+"46",":Movie","","","","","1986","For some, it's the last real taste of innocence, and the first real taste of life. But for everyone, it's the time that memories are made of.","Stand By Me",,,,,,
+"47",":Person","1970","","River Phoenix","","","","",,,,,,
+"48",":Person","1971","","Corey Feldman","","","","",,,,,,
+"49",":Person","1972","","Wil Wheaton","","","","",,,,,,
+"50",":Person","1966","","John Cusack","","","","",,,,,,
+"51",":Person","1942","","Marshall Bell","","","","",,,,,,
+"52",":Movie","","","","","1997","A comedy from the heart that goes for the throat.","As Good as It Gets",,,,,,
+"53",":Person","1963","","Helen Hunt","","","","",,,,,,
+"54",":Person","1963","","Greg Kinnear","","","","",,,,,,
+"55",":Person","1940","","James L. Brooks","","","","",,,,,,
+"56",":Movie","","","","","1998","After life there is more. The end is just the beginning.","What Dreams May Come",,,,,,
+"57",":Person","1960","","Annabella Sciorra","","","","",,,,,,
+"58",":Person","1929","","Max von Sydow","","","","",,,,,,
+"59",":Person","1942","","Werner Herzog","","","","",,,,,,
+"60",":Person","1951","","Robin Williams","","","","",,,,,,
+"61",":Person","1956","","Vincent Ward","","","","",,,,,,
+"62",":Movie","","","","","1999","First loves last. Forever.","Snow Falling on Cedars",,,,,,
+"63",":Person","1970","","Ethan Hawke","","","","",,,,,,
+"64",":Person","1971","","Rick Yune","","","","",,,,,,
+"65",":Person","1940","","James Cromwell","","","","",,,,,,
+"66",":Person","1953","","Scott Hicks","","","","",,,,,,
+"67",":Movie","","","","","1998","At odds in life... in love on-line.","You've Got Mail",,,,,,
+"68",":Person","1968","","Parker Posey","","","","",,,,,,
+"69",":Person","1973","","Dave Chappelle","","","","",,,,,,
+"70",":Person","1967","","Steve Zahn","","","","",,,,,,
+"71",":Person","1956","","Tom Hanks","","","","",,,,,,
+"72",":Person","1941","","Nora Ephron","","","","",,,,,,
+"73",":Movie","","","","","1993","What if someone you never met, someone you never saw, someone you never knew was the only someone for you?","Sleepless in Seattle",,,,,,
+"74",":Person","1956","","Rita Wilson","","","","",,,,,,
+"75",":Person","1953","","Bill Pullman","","","","",,,,,,
+"76",":Person","1949","","Victor Garber","","","","",,,,,,
+"77",":Person","1962","","Rosie O'Donnell","","","","",,,,,,
+"78",":Movie","","","","","1990","A story of love, lava and burning desire.","Joe Versus the Volcano",,,,,,
+"79",":Person","1950","","John Patrick Stanley","","","","",,,,,,
+"80",":Person","1956","","Nathan Lane","","","","",,,,,,
+"81",":Movie","","","","","1998","Can two friends sleep together and still love each other in the morning?","When Harry Met Sally",,,,,,
+"82",":Person","1948","","Billy Crystal","","","","",,,,,,
+"83",":Person","1956","","Carrie Fisher","","","","",,,,,,
+"84",":Person","1949","","Bruno Kirby","","","","",,,,,,
+"85",":Movie","","","","","1996","In every life there comes a time when that thing you dream becomes that thing you do","That Thing You Do",,,,,,
+"86",":Person","1977","","Liv Tyler","","","","",,,,,,
+"87",":Movie","","","","","2000","Pain heals, Chicks dig scars... Glory lasts forever","The Replacements",,,,,,
+"88",":Person","1970","","Brooke Langton","","","","",,,,,,
+"89",":Person","1930","","Gene Hackman","","","","",,,,,,
+"90",":Person","1968","","Orlando Jones","","","","",,,,,,
+"91",":Person","1950","","Howard Deutch","","","","",,,,,,
+"92",":Movie","","","","","2006","Based on the extraordinary true story of one man's fight for freedom","RescueDawn",,,,,,
+"93",":Person","1974","","Christian Bale","","","","",,,,,,
+"94",":Person","1954","","Zach Grenier","","","","",,,,,,
+"95",":Movie","","","","","1996","Come as you are","The Birdcage",,,,,,
+"96",":Person","1931","","Mike Nichols","","","","",,,,,,
+"97",":Movie","","","","","1992","It's a hell of a thing, killing a man","Unforgiven",,,,,,
+"98",":Person","1930","","Richard Harris","","","","",,,,,,
+"99",":Person","1930","","Clint Eastwood","","","","",,,,,,
+"100",":Movie","","","","","1995","The hottest data on earth. In the coolest head in town","Johnny Mnemonic",,,,,,
+"101",":Person","1947","","Takeshi Kitano","","","","",,,,,,
+"102",":Person","1968","","Dina Meyer","","","","",,,,,,
+"103",":Person","1958","","Ice-T","","","","",,,,,,
+"104",":Person","1953","","Robert Longo","","","","",,,,,,
+"105",":Movie","","","","","2012","Everything is connected","Cloud Atlas",,,,,,
+"106",":Person","1966","","Halle Berry","","","","",,,,,,
+"107",":Person","1949","","Jim Broadbent","","","","",,,,,,
+"108",":Person","1965","","Tom Tykwer","","","","",,,,,,
+"109",":Person","1969","","David Mitchell","","","","",,,,,,
+"110",":Person","1961","","Stefan Arndt","","","","",,,,,,
+"111",":Movie","","","","","2006","Break The Codes","The Da Vinci Code",,,,,,
+"112",":Person","1939","","Ian McKellen","","","","",,,,,,
+"113",":Person","1976","","Audrey Tautou","","","","",,,,,,
+"114",":Person","1971","","Paul Bettany","","","","",,,,,,
+"115",":Person","1954","","Ron Howard","","","","",,,,,,
+"116",":Movie","","","","","2006","Freedom! Forever!","V for Vendetta",,,,,,
+"117",":Person","1981","","Natalie Portman","","","","",,,,,,
+"118",":Person","1946","","Stephen Rea","","","","",,,,,,
+"119",":Person","1940","","John Hurt","","","","",,,,,,
+"120",":Person","1967","","Ben Miles","","","","",,,,,,
+"121",":Movie","","","","","2008","Speed has no limits","Speed Racer",,,,,,
+"122",":Person","1985","","Emile Hirsch","","","","",,,,,,
+"123",":Person","1960","","John Goodman","","","","",,,,,,
+"124",":Person","1946","","Susan Sarandon","","","","",,,,,,
+"125",":Person","1966","","Matthew Fox","","","","",,,,,,
+"126",":Person","1980","","Christina Ricci","","","","",,,,,,
+"127",":Person","1982","","Rain","","","","",,,,,,
+"128",":Movie","","","","","2009","Prepare to enter a secret world of assassins","Ninja Assassin",,,,,,
+"129",":Person","","","Naomie Harris","","","","",,,,,,
+"130",":Movie","","","","","1999","Walk a mile you'll never forget.","The Green Mile",,,,,,
+"131",":Person","1957","","Michael Clarke Duncan","","","","",,,,,,
+"132",":Person","1953","","David Morse","","","","",,,,,,
+"133",":Person","1968","","Sam Rockwell","","","","",,,,,,
+"134",":Person","1955","","Gary Sinise","","","","",,,,,,
+"135",":Person","1959","","Patricia Clarkson","","","","",,,,,,
+"136",":Person","1959","","Frank Darabont","","","","",,,,,,
+"137",":Movie","","","","","2008","400 million people were waiting for the truth.","Frost/Nixon",,,,,,
+"138",":Person","1938","","Frank Langella","","","","",,,,,,
+"139",":Person","1969","","Michael Sheen","","","","",,,,,,
+"140",":Person","1960","","Oliver Platt","","","","",,,,,,
+"141",":Movie","","","","","1992","He didn't want law. He wanted justice.","Hoffa",,,,,,
+"142",":Person","1944","","Danny DeVito","","","","",,,,,,
+"143",":Person","1965","","John C. Reilly","","","","",,,,,,
+"144",":Movie","","","","","1995","Houston, we have a problem.","Apollo 13",,,,,,
+"145",":Person","1950","","Ed Harris","","","","",,,,,,
+"146",":Person","1955","","Bill Paxton","","","","",,,,,,
+"147",":Movie","","","","","1996","Don't Breathe. Don't Look Back.","Twister",,,,,,
+"148",":Person","1967","","Philip Seymour Hoffman","","","","",,,,,,
+"149",":Person","1943","","Jan de Bont","","","","",,,,,,
+"150",":Movie","","","","","2000","At the edge of the world, his journey begins.","Cast Away",,,,,,
+"151",":Person","1951","","Robert Zemeckis","","","","",,,,,,
+"152",":Movie","","","","","1975","If he's crazy, what does that make you?","One Flew Over the Cuckoo's Nest",,,,,,
+"153",":Person","1932","","Milos Forman","","","","",,,,,,
+"154",":Movie","","","","","2003","","Something's Gotta Give",,,,,,
+"155",":Person","1946","","Diane Keaton","","","","",,,,,,
+"156",":Person","1949","","Nancy Meyers","","","","",,,,,,
+"157",":Movie","","","","","1999","One robot's 200 year journey to become an ordinary man.","Bicentennial Man",,,,,,
+"158",":Person","1958","","Chris Columbus","","","","",,,,,,
+"159",":Movie","","","","","2007","A stiff drink. A little mascara. A lot of nerve. Who said they couldn't bring down the Soviet empire.","Charlie Wilson's War",,,,,,
+"160",":Person","1967","","Julia Roberts","","","","",,,,,,
+"161",":Movie","","","","","2004","This Holiday Season… Believe","The Polar Express",,,,,,
+"162",":Movie","","","","","1992","Once in a lifetime you get a chance to do something different.","A League of Their Own",,,,,,
+"163",":Person","1954","","Madonna","","","","",,,,,,
+"164",":Person","1956","","Geena Davis","","","","",,,,,,
+"165",":Person","1963","","Lori Petty","","","","",,,,,,
+"166",":Person","1943","","Penny Marshall","","","","",,,,,,
+"167",":Person","","","Paul Blythe","","","","",,,,,,
+"168",":Person","","","Angela Scope","","","","",,,,,,
+"169",":Person","","","Jessica Thompson","","","","",,,,,,
+"170",":Person","","","James Thompson","","","","",,,,,,
+"171",":Software","","proprietary","Notion","freemium","","","",,,,,,
+"172",":Software","","","Libreoffice Calc
+","","","","",,,,,,
+"173",":Software","","","Trello","","","","",,,,,,
+"174",":Software","","","Word","","","","",,,,,,
+"175",":Software","","","Google Slides","","","","",,,,,,
+"176",":Software","","","Google Sheets","","","","",,,,,,
+"177",":Software","","","Excel","","","","",,,,,,
+"178",":Software","","","Libreoffice Writer
+","","","","",,,,,,
+"179",":Software","","","Libreoffice Impress
+","","","","",,,,,,
+"180",":Software","","","Powerpoint","","","","",,,,,,
+"181",":Software","","","Google Docs
+","","","","",,,,,,
+,,,,,,,,,"1","0","ACTED_IN","","[""Neo""]",""
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+,,,,,,,,,"8","0","ACTED_IN","","[""Emil""]",""
+,,,,,,,,,"1","9","ACTED_IN","","[""Neo""]",""
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+,,,,,,,,,"3","9","ACTED_IN","","[""Morpheus""]",""
+,,,,,,,,,"4","9","ACTED_IN","","[""Agent Smith""]",""
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+,,,,,,,,,"1","10","ACTED_IN","","[""Neo""]",""
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+,,,,,,,,,"3","10","ACTED_IN","","[""Morpheus""]",""
+,,,,,,,,,"4","10","ACTED_IN","","[""Agent Smith""]",""
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+,,,,,,,,,"1","11","ACTED_IN","","[""Kevin Lomax""]",""
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+,,,,,,,,,"145","144","ACTED_IN","","[""Gene Kranz""]",""
+,,,,,,,,,"146","144","ACTED_IN","","[""Fred Haise""]",""
+,,,,,,,,,"134","144","ACTED_IN","","[""Ken Mattingly""]",""
+,,,,,,,,,"115","144","DIRECTED","","",""
+,,,,,,,,,"146","147","ACTED_IN","","[""Bill Harding""]",""
+,,,,,,,,,"53","147","ACTED_IN","","[""Dr. Jo Harding""]",""
+,,,,,,,,,"94","147","ACTED_IN","","[""Eddie""]",""
+,,,,,,,,,"148","147","ACTED_IN","","[""Dustin \""Dusty\"" Davis""]",""
+,,,,,,,,,"149","147","DIRECTED","","",""
+,,,,,,,,,"71","150","ACTED_IN","","[""Chuck Noland""]",""
+,,,,,,,,,"53","150","ACTED_IN","","[""Kelly Frears""]",""
+,,,,,,,,,"151","150","DIRECTED","","",""
+,,,,,,,,,"17","152","ACTED_IN","","[""Randle McMurphy""]",""
+,,,,,,,,,"142","152","ACTED_IN","","[""Martini""]",""
+,,,,,,,,,"153","152","DIRECTED","","",""
+,,,,,,,,,"17","154","ACTED_IN","","[""Harry Sanborn""]",""
+,,,,,,,,,"155","154","ACTED_IN","","[""Erica Barry""]",""
+,,,,,,,,,"1","154","ACTED_IN","","[""Julian Mercer""]",""
+,,,,,,,,,"156","154","DIRECTED","","",""
+,,,,,,,,,"156","154","PRODUCED","","",""
+,,,,,,,,,"156","154","WROTE","","",""
+,,,,,,,,,"60","157","ACTED_IN","","[""Andrew Marin""]",""
+,,,,,,,,,"140","157","ACTED_IN","","[""Rupert Burns""]",""
+,,,,,,,,,"158","157","DIRECTED","","",""
+,,,,,,,,,"71","159","ACTED_IN","","[""Rep. Charlie Wilson""]",""
+,,,,,,,,,"160","159","ACTED_IN","","[""Joanne Herring""]",""
+,,,,,,,,,"148","159","ACTED_IN","","[""Gust Avrakotos""]",""
+,,,,,,,,,"96","159","DIRECTED","","",""
+,,,,,,,,,"71","161","ACTED_IN","","[""Hero Boy"",""Father"",""Conductor"",""Hobo"",""Scrooge"",""Santa Claus""]",""
+,,,,,,,,,"151","161","DIRECTED","","",""
+,,,,,,,,,"71","162","ACTED_IN","","[""Jimmy Dugan""]",""
+,,,,,,,,,"164","162","ACTED_IN","","[""Dottie Hinson""]",""
+,,,,,,,,,"165","162","ACTED_IN","","[""Kit Keller""]",""
+,,,,,,,,,"77","162","ACTED_IN","","[""Doris Murphy""]",""
+,,,,,,,,,"163","162","ACTED_IN","","[""\""All the Way\"" Mae Mordabito""]",""
+,,,,,,,,,"146","162","ACTED_IN","","[""Bob Hinson""]",""
+,,,,,,,,,"166","162","DIRECTED","","",""
+,,,,,,,,,"170","169","FOLLOWS","","",""
+,,,,,,,,,"168","169","FOLLOWS","","",""
+,,,,,,,,,"167","168","FOLLOWS","","",""
+,,,,,,,,,"169","105","REVIEWED","95","","An amazing journey"
+,,,,,,,,,"169","87","REVIEWED","65","","Silly, but fun"
+,,,,,,,,,"170","87","REVIEWED","100","","The coolest football movie ever"
+,,,,,,,,,"168","87","REVIEWED","62","","Pretty funny at times"
+,,,,,,,,,"169","97","REVIEWED","85","","Dark, but compelling"
+,,,,,,,,,"169","95","REVIEWED","45","","Slapstick redeemed only by the Robin Williams and Gene Hackman's stellar performances"
+,,,,,,,,,"169","111","REVIEWED","68","","A solid romp"
+,,,,,,,,,"170","111","REVIEWED","65","","Fun, but a little far fetched"
+,,,,,,,,,"169","37","REVIEWED","92","","You had me at Jerry"
+,,,,,,,,,"172","177","SIMILAR","","",""
+,,,,,,,,,"173","171","SIMILAR","","",""
+,,,,,,,,,"176","175","HAS_SAME_CREATOR","","",""
+,,,,,,,,,"171","181","SIMILAR","","",""
+,,,,,,,,,"181","174","SIMILAR","","",""
+,,,,,,,,,"174","177","HAS_SAME_CREATOR","","",""
+,,,,,,,,,"176","171","SIMILAR","","",""
+,,,,,,,,,"178","174","SIMILAR","","",""
+,,,,,,,,,"176","177","SIMILAR","","",""
+,,,,,,,,,"179","175","SIMILAR","","",""
+,,,,,,,,,"179","180","SIMILAR","","",""
+,,,,,,,,,"180","175","SIMILAR","","",""
+,,,,,,,,,"179","178","HAS_SAME_CREATOR","","",""
+,,,,,,,,,"180","177","HAS_SAME_CREATOR","","",""
+,,,,,,,,,"174","180","HAS_SAME_CREATOR","","",""
\ No newline at end of file
diff --git a/neo4j/import_old/data_cypher b/neo4j/import_old/data_cypher
new file mode 100755
index 0000000000000000000000000000000000000000..210a94eaddb5768b1e570d4f6677929b876f17d4
--- /dev/null
+++ b/neo4j/import_old/data_cypher
@@ -0,0 +1,110 @@
+:begin
+CREATE INDEX FOR (node:Person) ON (node.born);
+CREATE INDEX FOR (node:Movie) ON (node.released);
+CREATE CONSTRAINT ON (node:Person) ASSERT (node.name) IS UNIQUE;
+CREATE CONSTRAINT ON (node:Movie) ASSERT (node.title) IS UNIQUE;
+CREATE CONSTRAINT ON (node:`UNIQUE IMPORT LABEL`) ASSERT (node.`UNIQUE IMPORT ID`) IS UNIQUE;
+:commit
+CALL db.awaitIndexes(300);
+:begin
+UNWIND [{name:"Keanu Reeves", properties:{born:1964}}, {name:"Carrie-Anne Moss", properties:{born:1967}}, {name:"Laurence Fishburne", properties:{born:1961}}, {name:"Hugo Weaving", properties:{born:1960}}, {name:"Lilly Wachowski", properties:{born:1967}}, {name:"Lana Wachowski", properties:{born:1965}}, {name:"Joel Silver", properties:{born:1952}}, {name:"Emil Eifrem", properties:{born:1978}}, {name:"Charlize Theron", properties:{born:1975}}, {name:"Al Pacino", properties:{born:1940}}, {name:"Taylor Hackford", properties:{born:1944}}, {name:"Tom Cruise", properties:{born:1962}}, {name:"Jack Nicholson", properties:{born:1937}}, {name:"Demi Moore", properties:{born:1962}}, {name:"Kevin Bacon", properties:{born:1958}}, {name:"Kiefer Sutherland", properties:{born:1966}}, {name:"Noah Wyle", properties:{born:1971}}, {name:"Cuba Gooding Jr.", properties:{born:1968}}, {name:"Kevin Pollak", properties:{born:1957}}, {name:"J.T. Walsh", properties:{born:1943}}] AS row
+CREATE (n:Person{name: row.name}) SET n += row.properties;
+UNWIND [{name:"James Marshall", properties:{born:1967}}, {name:"Christopher Guest", properties:{born:1948}}, {name:"Rob Reiner", properties:{born:1947}}, {name:"Aaron Sorkin", properties:{born:1961}}, {name:"Kelly McGillis", properties:{born:1957}}, {name:"Val Kilmer", properties:{born:1959}}, {name:"Anthony Edwards", properties:{born:1962}}, {name:"Tom Skerritt", properties:{born:1933}}, {name:"Meg Ryan", properties:{born:1961}}, {name:"Tony Scott", properties:{born:1944}}, {name:"Jim Cash", properties:{born:1941}}, {name:"Renee Zellweger", properties:{born:1969}}, {name:"Kelly Preston", properties:{born:1962}}, {name:"Jerry O'Connell", properties:{born:1974}}, {name:"Jay Mohr", properties:{born:1970}}, {name:"Bonnie Hunt", properties:{born:1961}}, {name:"Regina King", properties:{born:1971}}, {name:"Jonathan Lipnicki", properties:{born:1996}}, {name:"Cameron Crowe", properties:{born:1957}}, {name:"River Phoenix", properties:{born:1970}}] AS row
+CREATE (n:Person{name: row.name}) SET n += row.properties;
+UNWIND [{name:"Corey Feldman", properties:{born:1971}}, {name:"Wil Wheaton", properties:{born:1972}}, {name:"John Cusack", properties:{born:1966}}, {name:"Marshall Bell", properties:{born:1942}}, {name:"Helen Hunt", properties:{born:1963}}, {name:"Greg Kinnear", properties:{born:1963}}, {name:"James L. Brooks", properties:{born:1940}}, {name:"Annabella Sciorra", properties:{born:1960}}, {name:"Max von Sydow", properties:{born:1929}}, {name:"Werner Herzog", properties:{born:1942}}, {name:"Robin Williams", properties:{born:1951}}, {name:"Vincent Ward", properties:{born:1956}}, {name:"Ethan Hawke", properties:{born:1970}}, {name:"Rick Yune", properties:{born:1971}}, {name:"James Cromwell", properties:{born:1940}}, {name:"Scott Hicks", properties:{born:1953}}, {name:"Parker Posey", properties:{born:1968}}, {name:"Dave Chappelle", properties:{born:1973}}, {name:"Steve Zahn", properties:{born:1967}}, {name:"Tom Hanks", properties:{born:1956}}] AS row
+CREATE (n:Person{name: row.name}) SET n += row.properties;
+UNWIND [{name:"Nora Ephron", properties:{born:1941}}, {name:"Rita Wilson", properties:{born:1956}}, {name:"Bill Pullman", properties:{born:1953}}, {name:"Victor Garber", properties:{born:1949}}, {name:"Rosie O'Donnell", properties:{born:1962}}, {name:"John Patrick Stanley", properties:{born:1950}}, {name:"Nathan Lane", properties:{born:1956}}, {name:"Billy Crystal", properties:{born:1948}}, {name:"Carrie Fisher", properties:{born:1956}}, {name:"Bruno Kirby", properties:{born:1949}}, {name:"Liv Tyler", properties:{born:1977}}, {name:"Brooke Langton", properties:{born:1970}}, {name:"Gene Hackman", properties:{born:1930}}, {name:"Orlando Jones", properties:{born:1968}}, {name:"Howard Deutch", properties:{born:1950}}, {name:"Christian Bale", properties:{born:1974}}, {name:"Zach Grenier", properties:{born:1954}}, {name:"Mike Nichols", properties:{born:1931}}, {name:"Richard Harris", properties:{born:1930}}, {name:"Clint Eastwood", properties:{born:1930}}] AS row
+CREATE (n:Person{name: row.name}) SET n += row.properties;
+UNWIND [{name:"Takeshi Kitano", properties:{born:1947}}, {name:"Dina Meyer", properties:{born:1968}}, {name:"Ice-T", properties:{born:1958}}, {name:"Robert Longo", properties:{born:1953}}, {name:"Halle Berry", properties:{born:1966}}, {name:"Jim Broadbent", properties:{born:1949}}, {name:"Tom Tykwer", properties:{born:1965}}, {name:"David Mitchell", properties:{born:1969}}, {name:"Stefan Arndt", properties:{born:1961}}, {name:"Ian McKellen", properties:{born:1939}}, {name:"Audrey Tautou", properties:{born:1976}}, {name:"Paul Bettany", properties:{born:1971}}, {name:"Ron Howard", properties:{born:1954}}, {name:"Natalie Portman", properties:{born:1981}}, {name:"Stephen Rea", properties:{born:1946}}, {name:"John Hurt", properties:{born:1940}}, {name:"Ben Miles", properties:{born:1967}}, {name:"Emile Hirsch", properties:{born:1985}}, {name:"John Goodman", properties:{born:1960}}, {name:"Susan Sarandon", properties:{born:1946}}] AS row
+CREATE (n:Person{name: row.name}) SET n += row.properties;
+UNWIND [{name:"Matthew Fox", properties:{born:1966}}, {name:"Christina Ricci", properties:{born:1980}}, {name:"Rain", properties:{born:1982}}, {name:"Naomie Harris", properties:{}}, {name:"Michael Clarke Duncan", properties:{born:1957}}, {name:"David Morse", properties:{born:1953}}, {name:"Sam Rockwell", properties:{born:1968}}, {name:"Gary Sinise", properties:{born:1955}}, {name:"Patricia Clarkson", properties:{born:1959}}, {name:"Frank Darabont", properties:{born:1959}}, {name:"Frank Langella", properties:{born:1938}}, {name:"Michael Sheen", properties:{born:1969}}, {name:"Oliver Platt", properties:{born:1960}}, {name:"Danny DeVito", properties:{born:1944}}, {name:"John C. Reilly", properties:{born:1965}}, {name:"Ed Harris", properties:{born:1950}}, {name:"Bill Paxton", properties:{born:1955}}, {name:"Philip Seymour Hoffman", properties:{born:1967}}, {name:"Jan de Bont", properties:{born:1943}}, {name:"Robert Zemeckis", properties:{born:1951}}] AS row
+CREATE (n:Person{name: row.name}) SET n += row.properties;
+UNWIND [{name:"Milos Forman", properties:{born:1932}}, {name:"Diane Keaton", properties:{born:1946}}, {name:"Nancy Meyers", properties:{born:1949}}, {name:"Chris Columbus", properties:{born:1958}}, {name:"Julia Roberts", properties:{born:1967}}, {name:"Madonna", properties:{born:1954}}, {name:"Geena Davis", properties:{born:1956}}, {name:"Lori Petty", properties:{born:1963}}, {name:"Penny Marshall", properties:{born:1943}}, {name:"Paul Blythe", properties:{}}, {name:"Angela Scope", properties:{}}, {name:"Jessica Thompson", properties:{}}, {name:"James Thompson", properties:{}}] AS row
+CREATE (n:Person{name: row.name}) SET n += row.properties;
+UNWIND [{_id:171, properties:{license:"proprietary", price:"freemium", name:"Notion"}}, {_id:172, properties:{name:"Libreoffice Calc\n"}}, {_id:173, properties:{name:"Trello"}}, {_id:174, properties:{name:"Word"}}, {_id:175, properties:{name:"Google Slides"}}, {_id:176, properties:{name:"Google Sheets"}}, {_id:177, properties:{name:"Excel"}}, {_id:178, properties:{name:"Libreoffice Writer\n"}}, {_id:179, properties:{name:"Libreoffice Impress\n"}}, {_id:180, properties:{name:"Powerpoint"}}, {_id:181, properties:{name:"Google Docs\n"}}] AS row
+CREATE (n:`UNIQUE IMPORT LABEL`{`UNIQUE IMPORT ID`: row._id}) SET n += row.properties SET n:Software;
+UNWIND [{title:"The Matrix", properties:{tagline:"Welcome to the Real World", released:1999}}, {title:"The Matrix Reloaded", properties:{tagline:"Free your mind", released:2003}}, {title:"The Matrix Revolutions", properties:{tagline:"Everything that has a beginning has an end", released:2003}}, {title:"The Devil's Advocate", properties:{tagline:"Evil has its winning ways", released:1997}}, {title:"A Few Good Men", properties:{tagline:"In the heart of the nation's capital, in a courthouse of the U.S. government, one man will stop at nothing to keep his honor, and one will stop at nothing to find the truth.", released:1992}}, {title:"Top Gun", properties:{tagline:"I feel the need, the need for speed.", released:1986}}, {title:"Jerry Maguire", properties:{tagline:"The rest of his life begins now.", released:2000}}, {title:"Stand By Me", properties:{tagline:"For some, it's the last real taste of innocence, and the first real taste of life. But for everyone, it's the time that memories are made of.", released:1986}}, {title:"As Good as It Gets", properties:{tagline:"A comedy from the heart that goes for the throat.", released:1997}}, {title:"What Dreams May Come", properties:{tagline:"After life there is more. The end is just the beginning.", released:1998}}, {title:"Snow Falling on Cedars", properties:{tagline:"First loves last. Forever.", released:1999}}, {title:"You've Got Mail", properties:{tagline:"At odds in life... in love on-line.", released:1998}}, {title:"Sleepless in Seattle", properties:{tagline:"What if someone you never met, someone you never saw, someone you never knew was the only someone for you?", released:1993}}, {title:"Joe Versus the Volcano", properties:{tagline:"A story of love, lava and burning desire.", released:1990}}, {title:"When Harry Met Sally", properties:{tagline:"Can two friends sleep together and still love each other in the morning?", released:1998}}, {title:"That Thing You Do", properties:{tagline:"In every life there comes a time when that thing you dream becomes that thing you do", released:1996}}, {title:"The Replacements", properties:{tagline:"Pain heals, Chicks dig scars... Glory lasts forever", released:2000}}, {title:"RescueDawn", properties:{tagline:"Based on the extraordinary true story of one man's fight for freedom", released:2006}}, {title:"The Birdcage", properties:{tagline:"Come as you are", released:1996}}, {title:"Unforgiven", properties:{tagline:"It's a hell of a thing, killing a man", released:1992}}] AS row
+CREATE (n:Movie{title: row.title}) SET n += row.properties;
+UNWIND [{title:"Johnny Mnemonic", properties:{tagline:"The hottest data on earth. In the coolest head in town", released:1995}}, {title:"Cloud Atlas", properties:{tagline:"Everything is connected", released:2012}}, {title:"The Da Vinci Code", properties:{tagline:"Break The Codes", released:2006}}, {title:"V for Vendetta", properties:{tagline:"Freedom! Forever!", released:2006}}, {title:"Speed Racer", properties:{tagline:"Speed has no limits", released:2008}}, {title:"Ninja Assassin", properties:{tagline:"Prepare to enter a secret world of assassins", released:2009}}, {title:"The Green Mile", properties:{tagline:"Walk a mile you'll never forget.", released:1999}}, {title:"Frost/Nixon", properties:{tagline:"400 million people were waiting for the truth.", released:2008}}, {title:"Hoffa", properties:{tagline:"He didn't want law. He wanted justice.", released:1992}}, {title:"Apollo 13", properties:{tagline:"Houston, we have a problem.", released:1995}}, {title:"Twister", properties:{tagline:"Don't Breathe. Don't Look Back.", released:1996}}, {title:"Cast Away", properties:{tagline:"At the edge of the world, his journey begins.", released:2000}}, {title:"One Flew Over the Cuckoo's Nest", properties:{tagline:"If he's crazy, what does that make you?", released:1975}}, {title:"Something's Gotta Give", properties:{released:2003}}, {title:"Bicentennial Man", properties:{tagline:"One robot's 200 year journey to become an ordinary man.", released:1999}}, {title:"Charlie Wilson's War", properties:{tagline:"A stiff drink. A little mascara. A lot of nerve. Who said they couldn't bring down the Soviet empire.", released:2007}}, {title:"The Polar Express", properties:{tagline:"This Holiday Season… Believe", released:2004}}, {title:"A League of Their Own", properties:{tagline:"Once in a lifetime you get a chance to do something different.", released:1992}}] AS row
+CREATE (n:Movie{title: row.title}) SET n += row.properties;
+:commit
+:begin
+UNWIND [{start: {name:"Joel Silver"}, end: {title:"The Matrix"}, properties:{}}, {start: {name:"Joel Silver"}, end: {title:"The Matrix Reloaded"}, properties:{}}, {start: {name:"Joel Silver"}, end: {title:"The Matrix Revolutions"}, properties:{}}, {start: {name:"Cameron Crowe"}, end: {title:"Jerry Maguire"}, properties:{}}, {start: {name:"Rob Reiner"}, end: {title:"When Harry Met Sally"}, properties:{}}, {start: {name:"Nora Ephron"}, end: {title:"When Harry Met Sally"}, properties:{}}, {start: {name:"Stefan Arndt"}, end: {title:"Cloud Atlas"}, properties:{}}, {start: {name:"Lilly Wachowski"}, end: {title:"V for Vendetta"}, properties:{}}, {start: {name:"Lana Wachowski"}, end: {title:"V for Vendetta"}, properties:{}}, {start: {name:"Joel Silver"}, end: {title:"V for Vendetta"}, properties:{}}, {start: {name:"Joel Silver"}, end: {title:"Speed Racer"}, properties:{}}, {start: {name:"Lilly Wachowski"}, end: {title:"Ninja Assassin"}, properties:{}}, {start: {name:"Lana Wachowski"}, end: {title:"Ninja Assassin"}, properties:{}}, {start: {name:"Joel Silver"}, end: {title:"Ninja Assassin"}, properties:{}}, {start: {name:"Nancy Meyers"}, end: {title:"Something's Gotta Give"}, properties:{}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:PRODUCED]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Aaron Sorkin"}, end: {title:"A Few Good Men"}, properties:{}}, {start: {name:"Jim Cash"}, end: {title:"Top Gun"}, properties:{}}, {start: {name:"Cameron Crowe"}, end: {title:"Jerry Maguire"}, properties:{}}, {start: {name:"Nora Ephron"}, end: {title:"When Harry Met Sally"}, properties:{}}, {start: {name:"David Mitchell"}, end: {title:"Cloud Atlas"}, properties:{}}, {start: {name:"Lilly Wachowski"}, end: {title:"V for Vendetta"}, properties:{}}, {start: {name:"Lana Wachowski"}, end: {title:"V for Vendetta"}, properties:{}}, {start: {name:"Lilly Wachowski"}, end: {title:"Speed Racer"}, properties:{}}, {start: {name:"Lana Wachowski"}, end: {title:"Speed Racer"}, properties:{}}, {start: {name:"Nancy Meyers"}, end: {title:"Something's Gotta Give"}, properties:{}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:WROTE]->(end) SET r += row.properties;
+UNWIND [{start: {_id:172}, end: {_id:177}, properties:{}}, {start: {_id:173}, end: {_id:171}, properties:{}}, {start: {_id:171}, end: {_id:181}, properties:{}}, {start: {_id:181}, end: {_id:174}, properties:{}}, {start: {_id:176}, end: {_id:171}, properties:{}}, {start: {_id:178}, end: {_id:174}, properties:{}}, {start: {_id:176}, end: {_id:177}, properties:{}}, {start: {_id:179}, end: {_id:175}, properties:{}}, {start: {_id:179}, end: {_id:180}, properties:{}}, {start: {_id:180}, end: {_id:175}, properties:{}}] AS row
+MATCH (start:`UNIQUE IMPORT LABEL`{`UNIQUE IMPORT ID`: row.start._id})
+MATCH (end:`UNIQUE IMPORT LABEL`{`UNIQUE IMPORT ID`: row.end._id})
+CREATE (start)-[r:SIMILAR]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Keanu Reeves"}, end: {title:"The Matrix"}, properties:{roles:["Neo"]}}, {start: {name:"Carrie-Anne Moss"}, end: {title:"The Matrix"}, properties:{roles:["Trinity"]}}, {start: {name:"Laurence Fishburne"}, end: {title:"The Matrix"}, properties:{roles:["Morpheus"]}}, {start: {name:"Hugo Weaving"}, end: {title:"The Matrix"}, properties:{roles:["Agent Smith"]}}, {start: {name:"Emil Eifrem"}, end: {title:"The Matrix"}, properties:{roles:["Emil"]}}, {start: {name:"Keanu Reeves"}, end: {title:"The Matrix Reloaded"}, properties:{roles:["Neo"]}}, {start: {name:"Carrie-Anne Moss"}, end: {title:"The Matrix Reloaded"}, properties:{roles:["Trinity"]}}, {start: {name:"Laurence Fishburne"}, end: {title:"The Matrix Reloaded"}, properties:{roles:["Morpheus"]}}, {start: {name:"Hugo Weaving"}, end: {title:"The Matrix Reloaded"}, properties:{roles:["Agent Smith"]}}, {start: {name:"Keanu Reeves"}, end: {title:"The Matrix Revolutions"}, properties:{roles:["Neo"]}}, {start: {name:"Carrie-Anne Moss"}, end: {title:"The Matrix Revolutions"}, properties:{roles:["Trinity"]}}, {start: {name:"Laurence Fishburne"}, end: {title:"The Matrix Revolutions"}, properties:{roles:["Morpheus"]}}, {start: {name:"Hugo Weaving"}, end: {title:"The Matrix Revolutions"}, properties:{roles:["Agent Smith"]}}, {start: {name:"Keanu Reeves"}, end: {title:"The Devil's Advocate"}, properties:{roles:["Kevin Lomax"]}}, {start: {name:"Charlize Theron"}, end: {title:"The Devil's Advocate"}, properties:{roles:["Mary Ann Lomax"]}}, {start: {name:"Al Pacino"}, end: {title:"The Devil's Advocate"}, properties:{roles:["John Milton"]}}, {start: {name:"Tom Cruise"}, end: {title:"A Few Good Men"}, properties:{roles:["Lt. Daniel Kaffee"]}}, {start: {name:"Jack Nicholson"}, end: {title:"A Few Good Men"}, properties:{roles:["Col. Nathan R. Jessup"]}}, {start: {name:"Demi Moore"}, end: {title:"A Few Good Men"}, properties:{roles:["Lt. Cdr. JoAnne Galloway"]}}, {start: {name:"Kevin Bacon"}, end: {title:"A Few Good Men"}, properties:{roles:["Capt. Jack Ross"]}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:ACTED_IN]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Kiefer Sutherland"}, end: {title:"A Few Good Men"}, properties:{roles:["Lt. Jonathan Kendrick"]}}, {start: {name:"Noah Wyle"}, end: {title:"A Few Good Men"}, properties:{roles:["Cpl. Jeffrey Barnes"]}}, {start: {name:"Cuba Gooding Jr."}, end: {title:"A Few Good Men"}, properties:{roles:["Cpl. Carl Hammaker"]}}, {start: {name:"Kevin Pollak"}, end: {title:"A Few Good Men"}, properties:{roles:["Lt. Sam Weinberg"]}}, {start: {name:"J.T. Walsh"}, end: {title:"A Few Good Men"}, properties:{roles:["Lt. Col. Matthew Andrew Markinson"]}}, {start: {name:"James Marshall"}, end: {title:"A Few Good Men"}, properties:{roles:["Pfc. Louden Downey"]}}, {start: {name:"Christopher Guest"}, end: {title:"A Few Good Men"}, properties:{roles:["Dr. Stone"]}}, {start: {name:"Aaron Sorkin"}, end: {title:"A Few Good Men"}, properties:{roles:["Man in Bar"]}}, {start: {name:"Tom Cruise"}, end: {title:"Top Gun"}, properties:{roles:["Maverick"]}}, {start: {name:"Kelly McGillis"}, end: {title:"Top Gun"}, properties:{roles:["Charlie"]}}, {start: {name:"Val Kilmer"}, end: {title:"Top Gun"}, properties:{roles:["Iceman"]}}, {start: {name:"Anthony Edwards"}, end: {title:"Top Gun"}, properties:{roles:["Goose"]}}, {start: {name:"Tom Skerritt"}, end: {title:"Top Gun"}, properties:{roles:["Viper"]}}, {start: {name:"Meg Ryan"}, end: {title:"Top Gun"}, properties:{roles:["Carole"]}}, {start: {name:"Tom Cruise"}, end: {title:"Jerry Maguire"}, properties:{roles:["Jerry Maguire"]}}, {start: {name:"Cuba Gooding Jr."}, end: {title:"Jerry Maguire"}, properties:{roles:["Rod Tidwell"]}}, {start: {name:"Renee Zellweger"}, end: {title:"Jerry Maguire"}, properties:{roles:["Dorothy Boyd"]}}, {start: {name:"Kelly Preston"}, end: {title:"Jerry Maguire"}, properties:{roles:["Avery Bishop"]}}, {start: {name:"Jerry O'Connell"}, end: {title:"Jerry Maguire"}, properties:{roles:["Frank Cushman"]}}, {start: {name:"Jay Mohr"}, end: {title:"Jerry Maguire"}, properties:{roles:["Bob Sugar"]}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:ACTED_IN]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Bonnie Hunt"}, end: {title:"Jerry Maguire"}, properties:{roles:["Laurel Boyd"]}}, {start: {name:"Regina King"}, end: {title:"Jerry Maguire"}, properties:{roles:["Marcee Tidwell"]}}, {start: {name:"Jonathan Lipnicki"}, end: {title:"Jerry Maguire"}, properties:{roles:["Ray Boyd"]}}, {start: {name:"Wil Wheaton"}, end: {title:"Stand By Me"}, properties:{roles:["Gordie Lachance"]}}, {start: {name:"River Phoenix"}, end: {title:"Stand By Me"}, properties:{roles:["Chris Chambers"]}}, {start: {name:"Jerry O'Connell"}, end: {title:"Stand By Me"}, properties:{roles:["Vern Tessio"]}}, {start: {name:"Corey Feldman"}, end: {title:"Stand By Me"}, properties:{roles:["Teddy Duchamp"]}}, {start: {name:"John Cusack"}, end: {title:"Stand By Me"}, properties:{roles:["Denny Lachance"]}}, {start: {name:"Kiefer Sutherland"}, end: {title:"Stand By Me"}, properties:{roles:["Ace Merrill"]}}, {start: {name:"Marshall Bell"}, end: {title:"Stand By Me"}, properties:{roles:["Mr. Lachance"]}}, {start: {name:"Jack Nicholson"}, end: {title:"As Good as It Gets"}, properties:{roles:["Melvin Udall"]}}, {start: {name:"Helen Hunt"}, end: {title:"As Good as It Gets"}, properties:{roles:["Carol Connelly"]}}, {start: {name:"Greg Kinnear"}, end: {title:"As Good as It Gets"}, properties:{roles:["Simon Bishop"]}}, {start: {name:"Cuba Gooding Jr."}, end: {title:"As Good as It Gets"}, properties:{roles:["Frank Sachs"]}}, {start: {name:"Robin Williams"}, end: {title:"What Dreams May Come"}, properties:{roles:["Chris Nielsen"]}}, {start: {name:"Cuba Gooding Jr."}, end: {title:"What Dreams May Come"}, properties:{roles:["Albert Lewis"]}}, {start: {name:"Annabella Sciorra"}, end: {title:"What Dreams May Come"}, properties:{roles:["Annie Collins-Nielsen"]}}, {start: {name:"Max von Sydow"}, end: {title:"What Dreams May Come"}, properties:{roles:["The Tracker"]}}, {start: {name:"Werner Herzog"}, end: {title:"What Dreams May Come"}, properties:{roles:["The Face"]}}, {start: {name:"Ethan Hawke"}, end: {title:"Snow Falling on Cedars"}, properties:{roles:["Ishmael Chambers"]}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:ACTED_IN]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Rick Yune"}, end: {title:"Snow Falling on Cedars"}, properties:{roles:["Kazuo Miyamoto"]}}, {start: {name:"Max von Sydow"}, end: {title:"Snow Falling on Cedars"}, properties:{roles:["Nels Gudmundsson"]}}, {start: {name:"James Cromwell"}, end: {title:"Snow Falling on Cedars"}, properties:{roles:["Judge Fielding"]}}, {start: {name:"Tom Hanks"}, end: {title:"You've Got Mail"}, properties:{roles:["Joe Fox"]}}, {start: {name:"Meg Ryan"}, end: {title:"You've Got Mail"}, properties:{roles:["Kathleen Kelly"]}}, {start: {name:"Greg Kinnear"}, end: {title:"You've Got Mail"}, properties:{roles:["Frank Navasky"]}}, {start: {name:"Parker Posey"}, end: {title:"You've Got Mail"}, properties:{roles:["Patricia Eden"]}}, {start: {name:"Dave Chappelle"}, end: {title:"You've Got Mail"}, properties:{roles:["Kevin Jackson"]}}, {start: {name:"Steve Zahn"}, end: {title:"You've Got Mail"}, properties:{roles:["George Pappas"]}}, {start: {name:"Tom Hanks"}, end: {title:"Sleepless in Seattle"}, properties:{roles:["Sam Baldwin"]}}, {start: {name:"Meg Ryan"}, end: {title:"Sleepless in Seattle"}, properties:{roles:["Annie Reed"]}}, {start: {name:"Rita Wilson"}, end: {title:"Sleepless in Seattle"}, properties:{roles:["Suzy"]}}, {start: {name:"Bill Pullman"}, end: {title:"Sleepless in Seattle"}, properties:{roles:["Walter"]}}, {start: {name:"Victor Garber"}, end: {title:"Sleepless in Seattle"}, properties:{roles:["Greg"]}}, {start: {name:"Rosie O'Donnell"}, end: {title:"Sleepless in Seattle"}, properties:{roles:["Becky"]}}, {start: {name:"Tom Hanks"}, end: {title:"Joe Versus the Volcano"}, properties:{roles:["Joe Banks"]}}, {start: {name:"Meg Ryan"}, end: {title:"Joe Versus the Volcano"}, properties:{roles:["DeDe", "Angelica Graynamore", "Patricia Graynamore"]}}, {start: {name:"Nathan Lane"}, end: {title:"Joe Versus the Volcano"}, properties:{roles:["Baw"]}}, {start: {name:"Billy Crystal"}, end: {title:"When Harry Met Sally"}, properties:{roles:["Harry Burns"]}}, {start: {name:"Meg Ryan"}, end: {title:"When Harry Met Sally"}, properties:{roles:["Sally Albright"]}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:ACTED_IN]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Carrie Fisher"}, end: {title:"When Harry Met Sally"}, properties:{roles:["Marie"]}}, {start: {name:"Bruno Kirby"}, end: {title:"When Harry Met Sally"}, properties:{roles:["Jess"]}}, {start: {name:"Tom Hanks"}, end: {title:"That Thing You Do"}, properties:{roles:["Mr. White"]}}, {start: {name:"Liv Tyler"}, end: {title:"That Thing You Do"}, properties:{roles:["Faye Dolan"]}}, {start: {name:"Charlize Theron"}, end: {title:"That Thing You Do"}, properties:{roles:["Tina"]}}, {start: {name:"Keanu Reeves"}, end: {title:"The Replacements"}, properties:{roles:["Shane Falco"]}}, {start: {name:"Brooke Langton"}, end: {title:"The Replacements"}, properties:{roles:["Annabelle Farrell"]}}, {start: {name:"Gene Hackman"}, end: {title:"The Replacements"}, properties:{roles:["Jimmy McGinty"]}}, {start: {name:"Orlando Jones"}, end: {title:"The Replacements"}, properties:{roles:["Clifford Franklin"]}}, {start: {name:"Marshall Bell"}, end: {title:"RescueDawn"}, properties:{roles:["Admiral"]}}, {start: {name:"Christian Bale"}, end: {title:"RescueDawn"}, properties:{roles:["Dieter Dengler"]}}, {start: {name:"Zach Grenier"}, end: {title:"RescueDawn"}, properties:{roles:["Squad Leader"]}}, {start: {name:"Steve Zahn"}, end: {title:"RescueDawn"}, properties:{roles:["Duane"]}}, {start: {name:"Robin Williams"}, end: {title:"The Birdcage"}, properties:{roles:["Armand Goldman"]}}, {start: {name:"Nathan Lane"}, end: {title:"The Birdcage"}, properties:{roles:["Albert Goldman"]}}, {start: {name:"Gene Hackman"}, end: {title:"The Birdcage"}, properties:{roles:["Sen. Kevin Keeley"]}}, {start: {name:"Richard Harris"}, end: {title:"Unforgiven"}, properties:{roles:["English Bob"]}}, {start: {name:"Clint Eastwood"}, end: {title:"Unforgiven"}, properties:{roles:["Bill Munny"]}}, {start: {name:"Gene Hackman"}, end: {title:"Unforgiven"}, properties:{roles:["Little Bill Daggett"]}}, {start: {name:"Keanu Reeves"}, end: {title:"Johnny Mnemonic"}, properties:{roles:["Johnny Mnemonic"]}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:ACTED_IN]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Takeshi Kitano"}, end: {title:"Johnny Mnemonic"}, properties:{roles:["Takahashi"]}}, {start: {name:"Dina Meyer"}, end: {title:"Johnny Mnemonic"}, properties:{roles:["Jane"]}}, {start: {name:"Ice-T"}, end: {title:"Johnny Mnemonic"}, properties:{roles:["J-Bone"]}}, {start: {name:"Tom Hanks"}, end: {title:"Cloud Atlas"}, properties:{roles:["Zachry", "Dr. Henry Goose", "Isaac Sachs", "Dermot Hoggins"]}}, {start: {name:"Hugo Weaving"}, end: {title:"Cloud Atlas"}, properties:{roles:["Bill Smoke", "Haskell Moore", "Tadeusz Kesselring", "Nurse Noakes", "Boardman Mephi", "Old Georgie"]}}, {start: {name:"Halle Berry"}, end: {title:"Cloud Atlas"}, properties:{roles:["Luisa Rey", "Jocasta Ayrs", "Ovid", "Meronym"]}}, {start: {name:"Jim Broadbent"}, end: {title:"Cloud Atlas"}, properties:{roles:["Vyvyan Ayrs", "Captain Molyneux", "Timothy Cavendish"]}}, {start: {name:"Tom Hanks"}, end: {title:"The Da Vinci Code"}, properties:{roles:["Dr. Robert Langdon"]}}, {start: {name:"Ian McKellen"}, end: {title:"The Da Vinci Code"}, properties:{roles:["Sir Leight Teabing"]}}, {start: {name:"Audrey Tautou"}, end: {title:"The Da Vinci Code"}, properties:{roles:["Sophie Neveu"]}}, {start: {name:"Paul Bettany"}, end: {title:"The Da Vinci Code"}, properties:{roles:["Silas"]}}, {start: {name:"Hugo Weaving"}, end: {title:"V for Vendetta"}, properties:{roles:["V"]}}, {start: {name:"Natalie Portman"}, end: {title:"V for Vendetta"}, properties:{roles:["Evey Hammond"]}}, {start: {name:"Stephen Rea"}, end: {title:"V for Vendetta"}, properties:{roles:["Eric Finch"]}}, {start: {name:"John Hurt"}, end: {title:"V for Vendetta"}, properties:{roles:["High Chancellor Adam Sutler"]}}, {start: {name:"Ben Miles"}, end: {title:"V for Vendetta"}, properties:{roles:["Dascomb"]}}, {start: {name:"Emile Hirsch"}, end: {title:"Speed Racer"}, properties:{roles:["Speed Racer"]}}, {start: {name:"John Goodman"}, end: {title:"Speed Racer"}, properties:{roles:["Pops"]}}, {start: {name:"Susan Sarandon"}, end: {title:"Speed Racer"}, properties:{roles:["Mom"]}}, {start: {name:"Matthew Fox"}, end: {title:"Speed Racer"}, properties:{roles:["Racer X"]}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:ACTED_IN]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Christina Ricci"}, end: {title:"Speed Racer"}, properties:{roles:["Trixie"]}}, {start: {name:"Rain"}, end: {title:"Speed Racer"}, properties:{roles:["Taejo Togokahn"]}}, {start: {name:"Ben Miles"}, end: {title:"Speed Racer"}, properties:{roles:["Cass Jones"]}}, {start: {name:"Rain"}, end: {title:"Ninja Assassin"}, properties:{roles:["Raizo"]}}, {start: {name:"Naomie Harris"}, end: {title:"Ninja Assassin"}, properties:{roles:["Mika Coretti"]}}, {start: {name:"Rick Yune"}, end: {title:"Ninja Assassin"}, properties:{roles:["Takeshi"]}}, {start: {name:"Ben Miles"}, end: {title:"Ninja Assassin"}, properties:{roles:["Ryan Maslow"]}}, {start: {name:"Tom Hanks"}, end: {title:"The Green Mile"}, properties:{roles:["Paul Edgecomb"]}}, {start: {name:"Michael Clarke Duncan"}, end: {title:"The Green Mile"}, properties:{roles:["John Coffey"]}}, {start: {name:"David Morse"}, end: {title:"The Green Mile"}, properties:{roles:["Brutus \"Brutal\" Howell"]}}, {start: {name:"Bonnie Hunt"}, end: {title:"The Green Mile"}, properties:{roles:["Jan Edgecomb"]}}, {start: {name:"James Cromwell"}, end: {title:"The Green Mile"}, properties:{roles:["Warden Hal Moores"]}}, {start: {name:"Sam Rockwell"}, end: {title:"The Green Mile"}, properties:{roles:["\"Wild Bill\" Wharton"]}}, {start: {name:"Gary Sinise"}, end: {title:"The Green Mile"}, properties:{roles:["Burt Hammersmith"]}}, {start: {name:"Patricia Clarkson"}, end: {title:"The Green Mile"}, properties:{roles:["Melinda Moores"]}}, {start: {name:"Frank Langella"}, end: {title:"Frost/Nixon"}, properties:{roles:["Richard Nixon"]}}, {start: {name:"Michael Sheen"}, end: {title:"Frost/Nixon"}, properties:{roles:["David Frost"]}}, {start: {name:"Kevin Bacon"}, end: {title:"Frost/Nixon"}, properties:{roles:["Jack Brennan"]}}, {start: {name:"Oliver Platt"}, end: {title:"Frost/Nixon"}, properties:{roles:["Bob Zelnick"]}}, {start: {name:"Sam Rockwell"}, end: {title:"Frost/Nixon"}, properties:{roles:["James Reston, Jr."]}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:ACTED_IN]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Jack Nicholson"}, end: {title:"Hoffa"}, properties:{roles:["Hoffa"]}}, {start: {name:"Danny DeVito"}, end: {title:"Hoffa"}, properties:{roles:["Robert \"Bobby\" Ciaro"]}}, {start: {name:"J.T. Walsh"}, end: {title:"Hoffa"}, properties:{roles:["Frank Fitzsimmons"]}}, {start: {name:"John C. Reilly"}, end: {title:"Hoffa"}, properties:{roles:["Peter \"Pete\" Connelly"]}}, {start: {name:"Tom Hanks"}, end: {title:"Apollo 13"}, properties:{roles:["Jim Lovell"]}}, {start: {name:"Kevin Bacon"}, end: {title:"Apollo 13"}, properties:{roles:["Jack Swigert"]}}, {start: {name:"Ed Harris"}, end: {title:"Apollo 13"}, properties:{roles:["Gene Kranz"]}}, {start: {name:"Bill Paxton"}, end: {title:"Apollo 13"}, properties:{roles:["Fred Haise"]}}, {start: {name:"Gary Sinise"}, end: {title:"Apollo 13"}, properties:{roles:["Ken Mattingly"]}}, {start: {name:"Bill Paxton"}, end: {title:"Twister"}, properties:{roles:["Bill Harding"]}}, {start: {name:"Helen Hunt"}, end: {title:"Twister"}, properties:{roles:["Dr. Jo Harding"]}}, {start: {name:"Zach Grenier"}, end: {title:"Twister"}, properties:{roles:["Eddie"]}}, {start: {name:"Philip Seymour Hoffman"}, end: {title:"Twister"}, properties:{roles:["Dustin \"Dusty\" Davis"]}}, {start: {name:"Tom Hanks"}, end: {title:"Cast Away"}, properties:{roles:["Chuck Noland"]}}, {start: {name:"Helen Hunt"}, end: {title:"Cast Away"}, properties:{roles:["Kelly Frears"]}}, {start: {name:"Jack Nicholson"}, end: {title:"One Flew Over the Cuckoo's Nest"}, properties:{roles:["Randle McMurphy"]}}, {start: {name:"Danny DeVito"}, end: {title:"One Flew Over the Cuckoo's Nest"}, properties:{roles:["Martini"]}}, {start: {name:"Jack Nicholson"}, end: {title:"Something's Gotta Give"}, properties:{roles:["Harry Sanborn"]}}, {start: {name:"Diane Keaton"}, end: {title:"Something's Gotta Give"}, properties:{roles:["Erica Barry"]}}, {start: {name:"Keanu Reeves"}, end: {title:"Something's Gotta Give"}, properties:{roles:["Julian Mercer"]}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:ACTED_IN]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Robin Williams"}, end: {title:"Bicentennial Man"}, properties:{roles:["Andrew Marin"]}}, {start: {name:"Oliver Platt"}, end: {title:"Bicentennial Man"}, properties:{roles:["Rupert Burns"]}}, {start: {name:"Tom Hanks"}, end: {title:"Charlie Wilson's War"}, properties:{roles:["Rep. Charlie Wilson"]}}, {start: {name:"Julia Roberts"}, end: {title:"Charlie Wilson's War"}, properties:{roles:["Joanne Herring"]}}, {start: {name:"Philip Seymour Hoffman"}, end: {title:"Charlie Wilson's War"}, properties:{roles:["Gust Avrakotos"]}}, {start: {name:"Tom Hanks"}, end: {title:"The Polar Express"}, properties:{roles:["Hero Boy", "Father", "Conductor", "Hobo", "Scrooge", "Santa Claus"]}}, {start: {name:"Tom Hanks"}, end: {title:"A League of Their Own"}, properties:{roles:["Jimmy Dugan"]}}, {start: {name:"Geena Davis"}, end: {title:"A League of Their Own"}, properties:{roles:["Dottie Hinson"]}}, {start: {name:"Lori Petty"}, end: {title:"A League of Their Own"}, properties:{roles:["Kit Keller"]}}, {start: {name:"Rosie O'Donnell"}, end: {title:"A League of Their Own"}, properties:{roles:["Doris Murphy"]}}, {start: {name:"Madonna"}, end: {title:"A League of Their Own"}, properties:{roles:["\"All the Way\" Mae Mordabito"]}}, {start: {name:"Bill Paxton"}, end: {title:"A League of Their Own"}, properties:{roles:["Bob Hinson"]}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:ACTED_IN]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Jessica Thompson"}, end: {title:"Cloud Atlas"}, properties:{summary:"An amazing journey", rating:95}}, {start: {name:"Jessica Thompson"}, end: {title:"The Replacements"}, properties:{summary:"Silly, but fun", rating:65}}, {start: {name:"James Thompson"}, end: {title:"The Replacements"}, properties:{summary:"The coolest football movie ever", rating:100}}, {start: {name:"Angela Scope"}, end: {title:"The Replacements"}, properties:{summary:"Pretty funny at times", rating:62}}, {start: {name:"Jessica Thompson"}, end: {title:"Unforgiven"}, properties:{summary:"Dark, but compelling", rating:85}}, {start: {name:"Jessica Thompson"}, end: {title:"The Birdcage"}, properties:{summary:"Slapstick redeemed only by the Robin Williams and Gene Hackman's stellar performances", rating:45}}, {start: {name:"Jessica Thompson"}, end: {title:"The Da Vinci Code"}, properties:{summary:"A solid romp", rating:68}}, {start: {name:"James Thompson"}, end: {title:"The Da Vinci Code"}, properties:{summary:"Fun, but a little far fetched", rating:65}}, {start: {name:"Jessica Thompson"}, end: {title:"Jerry Maguire"}, properties:{summary:"You had me at Jerry", rating:92}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:REVIEWED]->(end) SET r += row.properties;
+UNWIND [{start: {name:"James Thompson"}, end: {name:"Jessica Thompson"}, properties:{}}, {start: {name:"Angela Scope"}, end: {name:"Jessica Thompson"}, properties:{}}, {start: {name:"Paul Blythe"}, end: {name:"Angela Scope"}, properties:{}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Person{name: row.end.name})
+CREATE (start)-[r:FOLLOWS]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Lilly Wachowski"}, end: {title:"The Matrix"}, properties:{}}, {start: {name:"Lana Wachowski"}, end: {title:"The Matrix"}, properties:{}}, {start: {name:"Lilly Wachowski"}, end: {title:"The Matrix Reloaded"}, properties:{}}, {start: {name:"Lana Wachowski"}, end: {title:"The Matrix Reloaded"}, properties:{}}, {start: {name:"Lilly Wachowski"}, end: {title:"The Matrix Revolutions"}, properties:{}}, {start: {name:"Lana Wachowski"}, end: {title:"The Matrix Revolutions"}, properties:{}}, {start: {name:"Taylor Hackford"}, end: {title:"The Devil's Advocate"}, properties:{}}, {start: {name:"Rob Reiner"}, end: {title:"A Few Good Men"}, properties:{}}, {start: {name:"Tony Scott"}, end: {title:"Top Gun"}, properties:{}}, {start: {name:"Cameron Crowe"}, end: {title:"Jerry Maguire"}, properties:{}}, {start: {name:"Rob Reiner"}, end: {title:"Stand By Me"}, properties:{}}, {start: {name:"James L. Brooks"}, end: {title:"As Good as It Gets"}, properties:{}}, {start: {name:"Vincent Ward"}, end: {title:"What Dreams May Come"}, properties:{}}, {start: {name:"Scott Hicks"}, end: {title:"Snow Falling on Cedars"}, properties:{}}, {start: {name:"Nora Ephron"}, end: {title:"You've Got Mail"}, properties:{}}, {start: {name:"Nora Ephron"}, end: {title:"Sleepless in Seattle"}, properties:{}}, {start: {name:"John Patrick Stanley"}, end: {title:"Joe Versus the Volcano"}, properties:{}}, {start: {name:"Rob Reiner"}, end: {title:"When Harry Met Sally"}, properties:{}}, {start: {name:"Tom Hanks"}, end: {title:"That Thing You Do"}, properties:{}}, {start: {name:"Howard Deutch"}, end: {title:"The Replacements"}, properties:{}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:DIRECTED]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Werner Herzog"}, end: {title:"RescueDawn"}, properties:{}}, {start: {name:"Mike Nichols"}, end: {title:"The Birdcage"}, properties:{}}, {start: {name:"Clint Eastwood"}, end: {title:"Unforgiven"}, properties:{}}, {start: {name:"Robert Longo"}, end: {title:"Johnny Mnemonic"}, properties:{}}, {start: {name:"Tom Tykwer"}, end: {title:"Cloud Atlas"}, properties:{}}, {start: {name:"Lilly Wachowski"}, end: {title:"Cloud Atlas"}, properties:{}}, {start: {name:"Lana Wachowski"}, end: {title:"Cloud Atlas"}, properties:{}}, {start: {name:"Ron Howard"}, end: {title:"The Da Vinci Code"}, properties:{}}, {start: {name:"James Marshall"}, end: {title:"V for Vendetta"}, properties:{}}, {start: {name:"Lilly Wachowski"}, end: {title:"Speed Racer"}, properties:{}}, {start: {name:"Lana Wachowski"}, end: {title:"Speed Racer"}, properties:{}}, {start: {name:"James Marshall"}, end: {title:"Ninja Assassin"}, properties:{}}, {start: {name:"Frank Darabont"}, end: {title:"The Green Mile"}, properties:{}}, {start: {name:"Ron Howard"}, end: {title:"Frost/Nixon"}, properties:{}}, {start: {name:"Danny DeVito"}, end: {title:"Hoffa"}, properties:{}}, {start: {name:"Ron Howard"}, end: {title:"Apollo 13"}, properties:{}}, {start: {name:"Jan de Bont"}, end: {title:"Twister"}, properties:{}}, {start: {name:"Robert Zemeckis"}, end: {title:"Cast Away"}, properties:{}}, {start: {name:"Milos Forman"}, end: {title:"One Flew Over the Cuckoo's Nest"}, properties:{}}, {start: {name:"Nancy Meyers"}, end: {title:"Something's Gotta Give"}, properties:{}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:DIRECTED]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Chris Columbus"}, end: {title:"Bicentennial Man"}, properties:{}}, {start: {name:"Mike Nichols"}, end: {title:"Charlie Wilson's War"}, properties:{}}, {start: {name:"Robert Zemeckis"}, end: {title:"The Polar Express"}, properties:{}}, {start: {name:"Penny Marshall"}, end: {title:"A League of Their Own"}, properties:{}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:DIRECTED]->(end) SET r += row.properties;
+UNWIND [{start: {_id:176}, end: {_id:175}, properties:{}}, {start: {_id:174}, end: {_id:177}, properties:{}}, {start: {_id:179}, end: {_id:178}, properties:{}}, {start: {_id:180}, end: {_id:177}, properties:{}}, {start: {_id:174}, end: {_id:180}, properties:{}}] AS row
+MATCH (start:`UNIQUE IMPORT LABEL`{`UNIQUE IMPORT ID`: row.start._id})
+MATCH (end:`UNIQUE IMPORT LABEL`{`UNIQUE IMPORT ID`: row.end._id})
+CREATE (start)-[r:HAS_SAME_CREATOR]->(end) SET r += row.properties;
+:commit
+:begin
+MATCH (n:`UNIQUE IMPORT LABEL`)  WITH n LIMIT 20000 REMOVE n:`UNIQUE IMPORT LABEL` REMOVE n.`UNIQUE IMPORT ID`;
+:commit
+:begin
+DROP CONSTRAINT ON (node:`UNIQUE IMPORT LABEL`) ASSERT (node.`UNIQUE IMPORT ID`) IS UNIQUE;
+:commit
\ No newline at end of file
diff --git a/neo4j/import_old/software-graph.dump b/neo4j/import_old/software-graph.dump
new file mode 100755
index 0000000000000000000000000000000000000000..d3c2c0526e869a66b25027c72d0fc5690a87d3e7
Binary files /dev/null and b/neo4j/import_old/software-graph.dump differ
diff --git a/neo4j/script.sh b/neo4j/script.sh
new file mode 100755
index 0000000000000000000000000000000000000000..cd539d6f4a32b3b4128a1834a2978d865aecbad7
--- /dev/null
+++ b/neo4j/script.sh
@@ -0,0 +1 @@
+neo4j-admin load --from=import/software-graph.dump --database=neo4j --force
\ No newline at end of file
diff --git a/neo4j/scripts/insert.sh b/neo4j/scripts/insert.sh
new file mode 100644
index 0000000000000000000000000000000000000000..210a94eaddb5768b1e570d4f6677929b876f17d4
--- /dev/null
+++ b/neo4j/scripts/insert.sh
@@ -0,0 +1,110 @@
+:begin
+CREATE INDEX FOR (node:Person) ON (node.born);
+CREATE INDEX FOR (node:Movie) ON (node.released);
+CREATE CONSTRAINT ON (node:Person) ASSERT (node.name) IS UNIQUE;
+CREATE CONSTRAINT ON (node:Movie) ASSERT (node.title) IS UNIQUE;
+CREATE CONSTRAINT ON (node:`UNIQUE IMPORT LABEL`) ASSERT (node.`UNIQUE IMPORT ID`) IS UNIQUE;
+:commit
+CALL db.awaitIndexes(300);
+:begin
+UNWIND [{name:"Keanu Reeves", properties:{born:1964}}, {name:"Carrie-Anne Moss", properties:{born:1967}}, {name:"Laurence Fishburne", properties:{born:1961}}, {name:"Hugo Weaving", properties:{born:1960}}, {name:"Lilly Wachowski", properties:{born:1967}}, {name:"Lana Wachowski", properties:{born:1965}}, {name:"Joel Silver", properties:{born:1952}}, {name:"Emil Eifrem", properties:{born:1978}}, {name:"Charlize Theron", properties:{born:1975}}, {name:"Al Pacino", properties:{born:1940}}, {name:"Taylor Hackford", properties:{born:1944}}, {name:"Tom Cruise", properties:{born:1962}}, {name:"Jack Nicholson", properties:{born:1937}}, {name:"Demi Moore", properties:{born:1962}}, {name:"Kevin Bacon", properties:{born:1958}}, {name:"Kiefer Sutherland", properties:{born:1966}}, {name:"Noah Wyle", properties:{born:1971}}, {name:"Cuba Gooding Jr.", properties:{born:1968}}, {name:"Kevin Pollak", properties:{born:1957}}, {name:"J.T. Walsh", properties:{born:1943}}] AS row
+CREATE (n:Person{name: row.name}) SET n += row.properties;
+UNWIND [{name:"James Marshall", properties:{born:1967}}, {name:"Christopher Guest", properties:{born:1948}}, {name:"Rob Reiner", properties:{born:1947}}, {name:"Aaron Sorkin", properties:{born:1961}}, {name:"Kelly McGillis", properties:{born:1957}}, {name:"Val Kilmer", properties:{born:1959}}, {name:"Anthony Edwards", properties:{born:1962}}, {name:"Tom Skerritt", properties:{born:1933}}, {name:"Meg Ryan", properties:{born:1961}}, {name:"Tony Scott", properties:{born:1944}}, {name:"Jim Cash", properties:{born:1941}}, {name:"Renee Zellweger", properties:{born:1969}}, {name:"Kelly Preston", properties:{born:1962}}, {name:"Jerry O'Connell", properties:{born:1974}}, {name:"Jay Mohr", properties:{born:1970}}, {name:"Bonnie Hunt", properties:{born:1961}}, {name:"Regina King", properties:{born:1971}}, {name:"Jonathan Lipnicki", properties:{born:1996}}, {name:"Cameron Crowe", properties:{born:1957}}, {name:"River Phoenix", properties:{born:1970}}] AS row
+CREATE (n:Person{name: row.name}) SET n += row.properties;
+UNWIND [{name:"Corey Feldman", properties:{born:1971}}, {name:"Wil Wheaton", properties:{born:1972}}, {name:"John Cusack", properties:{born:1966}}, {name:"Marshall Bell", properties:{born:1942}}, {name:"Helen Hunt", properties:{born:1963}}, {name:"Greg Kinnear", properties:{born:1963}}, {name:"James L. Brooks", properties:{born:1940}}, {name:"Annabella Sciorra", properties:{born:1960}}, {name:"Max von Sydow", properties:{born:1929}}, {name:"Werner Herzog", properties:{born:1942}}, {name:"Robin Williams", properties:{born:1951}}, {name:"Vincent Ward", properties:{born:1956}}, {name:"Ethan Hawke", properties:{born:1970}}, {name:"Rick Yune", properties:{born:1971}}, {name:"James Cromwell", properties:{born:1940}}, {name:"Scott Hicks", properties:{born:1953}}, {name:"Parker Posey", properties:{born:1968}}, {name:"Dave Chappelle", properties:{born:1973}}, {name:"Steve Zahn", properties:{born:1967}}, {name:"Tom Hanks", properties:{born:1956}}] AS row
+CREATE (n:Person{name: row.name}) SET n += row.properties;
+UNWIND [{name:"Nora Ephron", properties:{born:1941}}, {name:"Rita Wilson", properties:{born:1956}}, {name:"Bill Pullman", properties:{born:1953}}, {name:"Victor Garber", properties:{born:1949}}, {name:"Rosie O'Donnell", properties:{born:1962}}, {name:"John Patrick Stanley", properties:{born:1950}}, {name:"Nathan Lane", properties:{born:1956}}, {name:"Billy Crystal", properties:{born:1948}}, {name:"Carrie Fisher", properties:{born:1956}}, {name:"Bruno Kirby", properties:{born:1949}}, {name:"Liv Tyler", properties:{born:1977}}, {name:"Brooke Langton", properties:{born:1970}}, {name:"Gene Hackman", properties:{born:1930}}, {name:"Orlando Jones", properties:{born:1968}}, {name:"Howard Deutch", properties:{born:1950}}, {name:"Christian Bale", properties:{born:1974}}, {name:"Zach Grenier", properties:{born:1954}}, {name:"Mike Nichols", properties:{born:1931}}, {name:"Richard Harris", properties:{born:1930}}, {name:"Clint Eastwood", properties:{born:1930}}] AS row
+CREATE (n:Person{name: row.name}) SET n += row.properties;
+UNWIND [{name:"Takeshi Kitano", properties:{born:1947}}, {name:"Dina Meyer", properties:{born:1968}}, {name:"Ice-T", properties:{born:1958}}, {name:"Robert Longo", properties:{born:1953}}, {name:"Halle Berry", properties:{born:1966}}, {name:"Jim Broadbent", properties:{born:1949}}, {name:"Tom Tykwer", properties:{born:1965}}, {name:"David Mitchell", properties:{born:1969}}, {name:"Stefan Arndt", properties:{born:1961}}, {name:"Ian McKellen", properties:{born:1939}}, {name:"Audrey Tautou", properties:{born:1976}}, {name:"Paul Bettany", properties:{born:1971}}, {name:"Ron Howard", properties:{born:1954}}, {name:"Natalie Portman", properties:{born:1981}}, {name:"Stephen Rea", properties:{born:1946}}, {name:"John Hurt", properties:{born:1940}}, {name:"Ben Miles", properties:{born:1967}}, {name:"Emile Hirsch", properties:{born:1985}}, {name:"John Goodman", properties:{born:1960}}, {name:"Susan Sarandon", properties:{born:1946}}] AS row
+CREATE (n:Person{name: row.name}) SET n += row.properties;
+UNWIND [{name:"Matthew Fox", properties:{born:1966}}, {name:"Christina Ricci", properties:{born:1980}}, {name:"Rain", properties:{born:1982}}, {name:"Naomie Harris", properties:{}}, {name:"Michael Clarke Duncan", properties:{born:1957}}, {name:"David Morse", properties:{born:1953}}, {name:"Sam Rockwell", properties:{born:1968}}, {name:"Gary Sinise", properties:{born:1955}}, {name:"Patricia Clarkson", properties:{born:1959}}, {name:"Frank Darabont", properties:{born:1959}}, {name:"Frank Langella", properties:{born:1938}}, {name:"Michael Sheen", properties:{born:1969}}, {name:"Oliver Platt", properties:{born:1960}}, {name:"Danny DeVito", properties:{born:1944}}, {name:"John C. Reilly", properties:{born:1965}}, {name:"Ed Harris", properties:{born:1950}}, {name:"Bill Paxton", properties:{born:1955}}, {name:"Philip Seymour Hoffman", properties:{born:1967}}, {name:"Jan de Bont", properties:{born:1943}}, {name:"Robert Zemeckis", properties:{born:1951}}] AS row
+CREATE (n:Person{name: row.name}) SET n += row.properties;
+UNWIND [{name:"Milos Forman", properties:{born:1932}}, {name:"Diane Keaton", properties:{born:1946}}, {name:"Nancy Meyers", properties:{born:1949}}, {name:"Chris Columbus", properties:{born:1958}}, {name:"Julia Roberts", properties:{born:1967}}, {name:"Madonna", properties:{born:1954}}, {name:"Geena Davis", properties:{born:1956}}, {name:"Lori Petty", properties:{born:1963}}, {name:"Penny Marshall", properties:{born:1943}}, {name:"Paul Blythe", properties:{}}, {name:"Angela Scope", properties:{}}, {name:"Jessica Thompson", properties:{}}, {name:"James Thompson", properties:{}}] AS row
+CREATE (n:Person{name: row.name}) SET n += row.properties;
+UNWIND [{_id:171, properties:{license:"proprietary", price:"freemium", name:"Notion"}}, {_id:172, properties:{name:"Libreoffice Calc\n"}}, {_id:173, properties:{name:"Trello"}}, {_id:174, properties:{name:"Word"}}, {_id:175, properties:{name:"Google Slides"}}, {_id:176, properties:{name:"Google Sheets"}}, {_id:177, properties:{name:"Excel"}}, {_id:178, properties:{name:"Libreoffice Writer\n"}}, {_id:179, properties:{name:"Libreoffice Impress\n"}}, {_id:180, properties:{name:"Powerpoint"}}, {_id:181, properties:{name:"Google Docs\n"}}] AS row
+CREATE (n:`UNIQUE IMPORT LABEL`{`UNIQUE IMPORT ID`: row._id}) SET n += row.properties SET n:Software;
+UNWIND [{title:"The Matrix", properties:{tagline:"Welcome to the Real World", released:1999}}, {title:"The Matrix Reloaded", properties:{tagline:"Free your mind", released:2003}}, {title:"The Matrix Revolutions", properties:{tagline:"Everything that has a beginning has an end", released:2003}}, {title:"The Devil's Advocate", properties:{tagline:"Evil has its winning ways", released:1997}}, {title:"A Few Good Men", properties:{tagline:"In the heart of the nation's capital, in a courthouse of the U.S. government, one man will stop at nothing to keep his honor, and one will stop at nothing to find the truth.", released:1992}}, {title:"Top Gun", properties:{tagline:"I feel the need, the need for speed.", released:1986}}, {title:"Jerry Maguire", properties:{tagline:"The rest of his life begins now.", released:2000}}, {title:"Stand By Me", properties:{tagline:"For some, it's the last real taste of innocence, and the first real taste of life. But for everyone, it's the time that memories are made of.", released:1986}}, {title:"As Good as It Gets", properties:{tagline:"A comedy from the heart that goes for the throat.", released:1997}}, {title:"What Dreams May Come", properties:{tagline:"After life there is more. The end is just the beginning.", released:1998}}, {title:"Snow Falling on Cedars", properties:{tagline:"First loves last. Forever.", released:1999}}, {title:"You've Got Mail", properties:{tagline:"At odds in life... in love on-line.", released:1998}}, {title:"Sleepless in Seattle", properties:{tagline:"What if someone you never met, someone you never saw, someone you never knew was the only someone for you?", released:1993}}, {title:"Joe Versus the Volcano", properties:{tagline:"A story of love, lava and burning desire.", released:1990}}, {title:"When Harry Met Sally", properties:{tagline:"Can two friends sleep together and still love each other in the morning?", released:1998}}, {title:"That Thing You Do", properties:{tagline:"In every life there comes a time when that thing you dream becomes that thing you do", released:1996}}, {title:"The Replacements", properties:{tagline:"Pain heals, Chicks dig scars... Glory lasts forever", released:2000}}, {title:"RescueDawn", properties:{tagline:"Based on the extraordinary true story of one man's fight for freedom", released:2006}}, {title:"The Birdcage", properties:{tagline:"Come as you are", released:1996}}, {title:"Unforgiven", properties:{tagline:"It's a hell of a thing, killing a man", released:1992}}] AS row
+CREATE (n:Movie{title: row.title}) SET n += row.properties;
+UNWIND [{title:"Johnny Mnemonic", properties:{tagline:"The hottest data on earth. In the coolest head in town", released:1995}}, {title:"Cloud Atlas", properties:{tagline:"Everything is connected", released:2012}}, {title:"The Da Vinci Code", properties:{tagline:"Break The Codes", released:2006}}, {title:"V for Vendetta", properties:{tagline:"Freedom! Forever!", released:2006}}, {title:"Speed Racer", properties:{tagline:"Speed has no limits", released:2008}}, {title:"Ninja Assassin", properties:{tagline:"Prepare to enter a secret world of assassins", released:2009}}, {title:"The Green Mile", properties:{tagline:"Walk a mile you'll never forget.", released:1999}}, {title:"Frost/Nixon", properties:{tagline:"400 million people were waiting for the truth.", released:2008}}, {title:"Hoffa", properties:{tagline:"He didn't want law. He wanted justice.", released:1992}}, {title:"Apollo 13", properties:{tagline:"Houston, we have a problem.", released:1995}}, {title:"Twister", properties:{tagline:"Don't Breathe. Don't Look Back.", released:1996}}, {title:"Cast Away", properties:{tagline:"At the edge of the world, his journey begins.", released:2000}}, {title:"One Flew Over the Cuckoo's Nest", properties:{tagline:"If he's crazy, what does that make you?", released:1975}}, {title:"Something's Gotta Give", properties:{released:2003}}, {title:"Bicentennial Man", properties:{tagline:"One robot's 200 year journey to become an ordinary man.", released:1999}}, {title:"Charlie Wilson's War", properties:{tagline:"A stiff drink. A little mascara. A lot of nerve. Who said they couldn't bring down the Soviet empire.", released:2007}}, {title:"The Polar Express", properties:{tagline:"This Holiday Season… Believe", released:2004}}, {title:"A League of Their Own", properties:{tagline:"Once in a lifetime you get a chance to do something different.", released:1992}}] AS row
+CREATE (n:Movie{title: row.title}) SET n += row.properties;
+:commit
+:begin
+UNWIND [{start: {name:"Joel Silver"}, end: {title:"The Matrix"}, properties:{}}, {start: {name:"Joel Silver"}, end: {title:"The Matrix Reloaded"}, properties:{}}, {start: {name:"Joel Silver"}, end: {title:"The Matrix Revolutions"}, properties:{}}, {start: {name:"Cameron Crowe"}, end: {title:"Jerry Maguire"}, properties:{}}, {start: {name:"Rob Reiner"}, end: {title:"When Harry Met Sally"}, properties:{}}, {start: {name:"Nora Ephron"}, end: {title:"When Harry Met Sally"}, properties:{}}, {start: {name:"Stefan Arndt"}, end: {title:"Cloud Atlas"}, properties:{}}, {start: {name:"Lilly Wachowski"}, end: {title:"V for Vendetta"}, properties:{}}, {start: {name:"Lana Wachowski"}, end: {title:"V for Vendetta"}, properties:{}}, {start: {name:"Joel Silver"}, end: {title:"V for Vendetta"}, properties:{}}, {start: {name:"Joel Silver"}, end: {title:"Speed Racer"}, properties:{}}, {start: {name:"Lilly Wachowski"}, end: {title:"Ninja Assassin"}, properties:{}}, {start: {name:"Lana Wachowski"}, end: {title:"Ninja Assassin"}, properties:{}}, {start: {name:"Joel Silver"}, end: {title:"Ninja Assassin"}, properties:{}}, {start: {name:"Nancy Meyers"}, end: {title:"Something's Gotta Give"}, properties:{}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:PRODUCED]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Aaron Sorkin"}, end: {title:"A Few Good Men"}, properties:{}}, {start: {name:"Jim Cash"}, end: {title:"Top Gun"}, properties:{}}, {start: {name:"Cameron Crowe"}, end: {title:"Jerry Maguire"}, properties:{}}, {start: {name:"Nora Ephron"}, end: {title:"When Harry Met Sally"}, properties:{}}, {start: {name:"David Mitchell"}, end: {title:"Cloud Atlas"}, properties:{}}, {start: {name:"Lilly Wachowski"}, end: {title:"V for Vendetta"}, properties:{}}, {start: {name:"Lana Wachowski"}, end: {title:"V for Vendetta"}, properties:{}}, {start: {name:"Lilly Wachowski"}, end: {title:"Speed Racer"}, properties:{}}, {start: {name:"Lana Wachowski"}, end: {title:"Speed Racer"}, properties:{}}, {start: {name:"Nancy Meyers"}, end: {title:"Something's Gotta Give"}, properties:{}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:WROTE]->(end) SET r += row.properties;
+UNWIND [{start: {_id:172}, end: {_id:177}, properties:{}}, {start: {_id:173}, end: {_id:171}, properties:{}}, {start: {_id:171}, end: {_id:181}, properties:{}}, {start: {_id:181}, end: {_id:174}, properties:{}}, {start: {_id:176}, end: {_id:171}, properties:{}}, {start: {_id:178}, end: {_id:174}, properties:{}}, {start: {_id:176}, end: {_id:177}, properties:{}}, {start: {_id:179}, end: {_id:175}, properties:{}}, {start: {_id:179}, end: {_id:180}, properties:{}}, {start: {_id:180}, end: {_id:175}, properties:{}}] AS row
+MATCH (start:`UNIQUE IMPORT LABEL`{`UNIQUE IMPORT ID`: row.start._id})
+MATCH (end:`UNIQUE IMPORT LABEL`{`UNIQUE IMPORT ID`: row.end._id})
+CREATE (start)-[r:SIMILAR]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Keanu Reeves"}, end: {title:"The Matrix"}, properties:{roles:["Neo"]}}, {start: {name:"Carrie-Anne Moss"}, end: {title:"The Matrix"}, properties:{roles:["Trinity"]}}, {start: {name:"Laurence Fishburne"}, end: {title:"The Matrix"}, properties:{roles:["Morpheus"]}}, {start: {name:"Hugo Weaving"}, end: {title:"The Matrix"}, properties:{roles:["Agent Smith"]}}, {start: {name:"Emil Eifrem"}, end: {title:"The Matrix"}, properties:{roles:["Emil"]}}, {start: {name:"Keanu Reeves"}, end: {title:"The Matrix Reloaded"}, properties:{roles:["Neo"]}}, {start: {name:"Carrie-Anne Moss"}, end: {title:"The Matrix Reloaded"}, properties:{roles:["Trinity"]}}, {start: {name:"Laurence Fishburne"}, end: {title:"The Matrix Reloaded"}, properties:{roles:["Morpheus"]}}, {start: {name:"Hugo Weaving"}, end: {title:"The Matrix Reloaded"}, properties:{roles:["Agent Smith"]}}, {start: {name:"Keanu Reeves"}, end: {title:"The Matrix Revolutions"}, properties:{roles:["Neo"]}}, {start: {name:"Carrie-Anne Moss"}, end: {title:"The Matrix Revolutions"}, properties:{roles:["Trinity"]}}, {start: {name:"Laurence Fishburne"}, end: {title:"The Matrix Revolutions"}, properties:{roles:["Morpheus"]}}, {start: {name:"Hugo Weaving"}, end: {title:"The Matrix Revolutions"}, properties:{roles:["Agent Smith"]}}, {start: {name:"Keanu Reeves"}, end: {title:"The Devil's Advocate"}, properties:{roles:["Kevin Lomax"]}}, {start: {name:"Charlize Theron"}, end: {title:"The Devil's Advocate"}, properties:{roles:["Mary Ann Lomax"]}}, {start: {name:"Al Pacino"}, end: {title:"The Devil's Advocate"}, properties:{roles:["John Milton"]}}, {start: {name:"Tom Cruise"}, end: {title:"A Few Good Men"}, properties:{roles:["Lt. Daniel Kaffee"]}}, {start: {name:"Jack Nicholson"}, end: {title:"A Few Good Men"}, properties:{roles:["Col. Nathan R. Jessup"]}}, {start: {name:"Demi Moore"}, end: {title:"A Few Good Men"}, properties:{roles:["Lt. Cdr. JoAnne Galloway"]}}, {start: {name:"Kevin Bacon"}, end: {title:"A Few Good Men"}, properties:{roles:["Capt. Jack Ross"]}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:ACTED_IN]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Kiefer Sutherland"}, end: {title:"A Few Good Men"}, properties:{roles:["Lt. Jonathan Kendrick"]}}, {start: {name:"Noah Wyle"}, end: {title:"A Few Good Men"}, properties:{roles:["Cpl. Jeffrey Barnes"]}}, {start: {name:"Cuba Gooding Jr."}, end: {title:"A Few Good Men"}, properties:{roles:["Cpl. Carl Hammaker"]}}, {start: {name:"Kevin Pollak"}, end: {title:"A Few Good Men"}, properties:{roles:["Lt. Sam Weinberg"]}}, {start: {name:"J.T. Walsh"}, end: {title:"A Few Good Men"}, properties:{roles:["Lt. Col. Matthew Andrew Markinson"]}}, {start: {name:"James Marshall"}, end: {title:"A Few Good Men"}, properties:{roles:["Pfc. Louden Downey"]}}, {start: {name:"Christopher Guest"}, end: {title:"A Few Good Men"}, properties:{roles:["Dr. Stone"]}}, {start: {name:"Aaron Sorkin"}, end: {title:"A Few Good Men"}, properties:{roles:["Man in Bar"]}}, {start: {name:"Tom Cruise"}, end: {title:"Top Gun"}, properties:{roles:["Maverick"]}}, {start: {name:"Kelly McGillis"}, end: {title:"Top Gun"}, properties:{roles:["Charlie"]}}, {start: {name:"Val Kilmer"}, end: {title:"Top Gun"}, properties:{roles:["Iceman"]}}, {start: {name:"Anthony Edwards"}, end: {title:"Top Gun"}, properties:{roles:["Goose"]}}, {start: {name:"Tom Skerritt"}, end: {title:"Top Gun"}, properties:{roles:["Viper"]}}, {start: {name:"Meg Ryan"}, end: {title:"Top Gun"}, properties:{roles:["Carole"]}}, {start: {name:"Tom Cruise"}, end: {title:"Jerry Maguire"}, properties:{roles:["Jerry Maguire"]}}, {start: {name:"Cuba Gooding Jr."}, end: {title:"Jerry Maguire"}, properties:{roles:["Rod Tidwell"]}}, {start: {name:"Renee Zellweger"}, end: {title:"Jerry Maguire"}, properties:{roles:["Dorothy Boyd"]}}, {start: {name:"Kelly Preston"}, end: {title:"Jerry Maguire"}, properties:{roles:["Avery Bishop"]}}, {start: {name:"Jerry O'Connell"}, end: {title:"Jerry Maguire"}, properties:{roles:["Frank Cushman"]}}, {start: {name:"Jay Mohr"}, end: {title:"Jerry Maguire"}, properties:{roles:["Bob Sugar"]}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:ACTED_IN]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Bonnie Hunt"}, end: {title:"Jerry Maguire"}, properties:{roles:["Laurel Boyd"]}}, {start: {name:"Regina King"}, end: {title:"Jerry Maguire"}, properties:{roles:["Marcee Tidwell"]}}, {start: {name:"Jonathan Lipnicki"}, end: {title:"Jerry Maguire"}, properties:{roles:["Ray Boyd"]}}, {start: {name:"Wil Wheaton"}, end: {title:"Stand By Me"}, properties:{roles:["Gordie Lachance"]}}, {start: {name:"River Phoenix"}, end: {title:"Stand By Me"}, properties:{roles:["Chris Chambers"]}}, {start: {name:"Jerry O'Connell"}, end: {title:"Stand By Me"}, properties:{roles:["Vern Tessio"]}}, {start: {name:"Corey Feldman"}, end: {title:"Stand By Me"}, properties:{roles:["Teddy Duchamp"]}}, {start: {name:"John Cusack"}, end: {title:"Stand By Me"}, properties:{roles:["Denny Lachance"]}}, {start: {name:"Kiefer Sutherland"}, end: {title:"Stand By Me"}, properties:{roles:["Ace Merrill"]}}, {start: {name:"Marshall Bell"}, end: {title:"Stand By Me"}, properties:{roles:["Mr. Lachance"]}}, {start: {name:"Jack Nicholson"}, end: {title:"As Good as It Gets"}, properties:{roles:["Melvin Udall"]}}, {start: {name:"Helen Hunt"}, end: {title:"As Good as It Gets"}, properties:{roles:["Carol Connelly"]}}, {start: {name:"Greg Kinnear"}, end: {title:"As Good as It Gets"}, properties:{roles:["Simon Bishop"]}}, {start: {name:"Cuba Gooding Jr."}, end: {title:"As Good as It Gets"}, properties:{roles:["Frank Sachs"]}}, {start: {name:"Robin Williams"}, end: {title:"What Dreams May Come"}, properties:{roles:["Chris Nielsen"]}}, {start: {name:"Cuba Gooding Jr."}, end: {title:"What Dreams May Come"}, properties:{roles:["Albert Lewis"]}}, {start: {name:"Annabella Sciorra"}, end: {title:"What Dreams May Come"}, properties:{roles:["Annie Collins-Nielsen"]}}, {start: {name:"Max von Sydow"}, end: {title:"What Dreams May Come"}, properties:{roles:["The Tracker"]}}, {start: {name:"Werner Herzog"}, end: {title:"What Dreams May Come"}, properties:{roles:["The Face"]}}, {start: {name:"Ethan Hawke"}, end: {title:"Snow Falling on Cedars"}, properties:{roles:["Ishmael Chambers"]}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:ACTED_IN]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Rick Yune"}, end: {title:"Snow Falling on Cedars"}, properties:{roles:["Kazuo Miyamoto"]}}, {start: {name:"Max von Sydow"}, end: {title:"Snow Falling on Cedars"}, properties:{roles:["Nels Gudmundsson"]}}, {start: {name:"James Cromwell"}, end: {title:"Snow Falling on Cedars"}, properties:{roles:["Judge Fielding"]}}, {start: {name:"Tom Hanks"}, end: {title:"You've Got Mail"}, properties:{roles:["Joe Fox"]}}, {start: {name:"Meg Ryan"}, end: {title:"You've Got Mail"}, properties:{roles:["Kathleen Kelly"]}}, {start: {name:"Greg Kinnear"}, end: {title:"You've Got Mail"}, properties:{roles:["Frank Navasky"]}}, {start: {name:"Parker Posey"}, end: {title:"You've Got Mail"}, properties:{roles:["Patricia Eden"]}}, {start: {name:"Dave Chappelle"}, end: {title:"You've Got Mail"}, properties:{roles:["Kevin Jackson"]}}, {start: {name:"Steve Zahn"}, end: {title:"You've Got Mail"}, properties:{roles:["George Pappas"]}}, {start: {name:"Tom Hanks"}, end: {title:"Sleepless in Seattle"}, properties:{roles:["Sam Baldwin"]}}, {start: {name:"Meg Ryan"}, end: {title:"Sleepless in Seattle"}, properties:{roles:["Annie Reed"]}}, {start: {name:"Rita Wilson"}, end: {title:"Sleepless in Seattle"}, properties:{roles:["Suzy"]}}, {start: {name:"Bill Pullman"}, end: {title:"Sleepless in Seattle"}, properties:{roles:["Walter"]}}, {start: {name:"Victor Garber"}, end: {title:"Sleepless in Seattle"}, properties:{roles:["Greg"]}}, {start: {name:"Rosie O'Donnell"}, end: {title:"Sleepless in Seattle"}, properties:{roles:["Becky"]}}, {start: {name:"Tom Hanks"}, end: {title:"Joe Versus the Volcano"}, properties:{roles:["Joe Banks"]}}, {start: {name:"Meg Ryan"}, end: {title:"Joe Versus the Volcano"}, properties:{roles:["DeDe", "Angelica Graynamore", "Patricia Graynamore"]}}, {start: {name:"Nathan Lane"}, end: {title:"Joe Versus the Volcano"}, properties:{roles:["Baw"]}}, {start: {name:"Billy Crystal"}, end: {title:"When Harry Met Sally"}, properties:{roles:["Harry Burns"]}}, {start: {name:"Meg Ryan"}, end: {title:"When Harry Met Sally"}, properties:{roles:["Sally Albright"]}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:ACTED_IN]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Carrie Fisher"}, end: {title:"When Harry Met Sally"}, properties:{roles:["Marie"]}}, {start: {name:"Bruno Kirby"}, end: {title:"When Harry Met Sally"}, properties:{roles:["Jess"]}}, {start: {name:"Tom Hanks"}, end: {title:"That Thing You Do"}, properties:{roles:["Mr. White"]}}, {start: {name:"Liv Tyler"}, end: {title:"That Thing You Do"}, properties:{roles:["Faye Dolan"]}}, {start: {name:"Charlize Theron"}, end: {title:"That Thing You Do"}, properties:{roles:["Tina"]}}, {start: {name:"Keanu Reeves"}, end: {title:"The Replacements"}, properties:{roles:["Shane Falco"]}}, {start: {name:"Brooke Langton"}, end: {title:"The Replacements"}, properties:{roles:["Annabelle Farrell"]}}, {start: {name:"Gene Hackman"}, end: {title:"The Replacements"}, properties:{roles:["Jimmy McGinty"]}}, {start: {name:"Orlando Jones"}, end: {title:"The Replacements"}, properties:{roles:["Clifford Franklin"]}}, {start: {name:"Marshall Bell"}, end: {title:"RescueDawn"}, properties:{roles:["Admiral"]}}, {start: {name:"Christian Bale"}, end: {title:"RescueDawn"}, properties:{roles:["Dieter Dengler"]}}, {start: {name:"Zach Grenier"}, end: {title:"RescueDawn"}, properties:{roles:["Squad Leader"]}}, {start: {name:"Steve Zahn"}, end: {title:"RescueDawn"}, properties:{roles:["Duane"]}}, {start: {name:"Robin Williams"}, end: {title:"The Birdcage"}, properties:{roles:["Armand Goldman"]}}, {start: {name:"Nathan Lane"}, end: {title:"The Birdcage"}, properties:{roles:["Albert Goldman"]}}, {start: {name:"Gene Hackman"}, end: {title:"The Birdcage"}, properties:{roles:["Sen. Kevin Keeley"]}}, {start: {name:"Richard Harris"}, end: {title:"Unforgiven"}, properties:{roles:["English Bob"]}}, {start: {name:"Clint Eastwood"}, end: {title:"Unforgiven"}, properties:{roles:["Bill Munny"]}}, {start: {name:"Gene Hackman"}, end: {title:"Unforgiven"}, properties:{roles:["Little Bill Daggett"]}}, {start: {name:"Keanu Reeves"}, end: {title:"Johnny Mnemonic"}, properties:{roles:["Johnny Mnemonic"]}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:ACTED_IN]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Takeshi Kitano"}, end: {title:"Johnny Mnemonic"}, properties:{roles:["Takahashi"]}}, {start: {name:"Dina Meyer"}, end: {title:"Johnny Mnemonic"}, properties:{roles:["Jane"]}}, {start: {name:"Ice-T"}, end: {title:"Johnny Mnemonic"}, properties:{roles:["J-Bone"]}}, {start: {name:"Tom Hanks"}, end: {title:"Cloud Atlas"}, properties:{roles:["Zachry", "Dr. Henry Goose", "Isaac Sachs", "Dermot Hoggins"]}}, {start: {name:"Hugo Weaving"}, end: {title:"Cloud Atlas"}, properties:{roles:["Bill Smoke", "Haskell Moore", "Tadeusz Kesselring", "Nurse Noakes", "Boardman Mephi", "Old Georgie"]}}, {start: {name:"Halle Berry"}, end: {title:"Cloud Atlas"}, properties:{roles:["Luisa Rey", "Jocasta Ayrs", "Ovid", "Meronym"]}}, {start: {name:"Jim Broadbent"}, end: {title:"Cloud Atlas"}, properties:{roles:["Vyvyan Ayrs", "Captain Molyneux", "Timothy Cavendish"]}}, {start: {name:"Tom Hanks"}, end: {title:"The Da Vinci Code"}, properties:{roles:["Dr. Robert Langdon"]}}, {start: {name:"Ian McKellen"}, end: {title:"The Da Vinci Code"}, properties:{roles:["Sir Leight Teabing"]}}, {start: {name:"Audrey Tautou"}, end: {title:"The Da Vinci Code"}, properties:{roles:["Sophie Neveu"]}}, {start: {name:"Paul Bettany"}, end: {title:"The Da Vinci Code"}, properties:{roles:["Silas"]}}, {start: {name:"Hugo Weaving"}, end: {title:"V for Vendetta"}, properties:{roles:["V"]}}, {start: {name:"Natalie Portman"}, end: {title:"V for Vendetta"}, properties:{roles:["Evey Hammond"]}}, {start: {name:"Stephen Rea"}, end: {title:"V for Vendetta"}, properties:{roles:["Eric Finch"]}}, {start: {name:"John Hurt"}, end: {title:"V for Vendetta"}, properties:{roles:["High Chancellor Adam Sutler"]}}, {start: {name:"Ben Miles"}, end: {title:"V for Vendetta"}, properties:{roles:["Dascomb"]}}, {start: {name:"Emile Hirsch"}, end: {title:"Speed Racer"}, properties:{roles:["Speed Racer"]}}, {start: {name:"John Goodman"}, end: {title:"Speed Racer"}, properties:{roles:["Pops"]}}, {start: {name:"Susan Sarandon"}, end: {title:"Speed Racer"}, properties:{roles:["Mom"]}}, {start: {name:"Matthew Fox"}, end: {title:"Speed Racer"}, properties:{roles:["Racer X"]}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:ACTED_IN]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Christina Ricci"}, end: {title:"Speed Racer"}, properties:{roles:["Trixie"]}}, {start: {name:"Rain"}, end: {title:"Speed Racer"}, properties:{roles:["Taejo Togokahn"]}}, {start: {name:"Ben Miles"}, end: {title:"Speed Racer"}, properties:{roles:["Cass Jones"]}}, {start: {name:"Rain"}, end: {title:"Ninja Assassin"}, properties:{roles:["Raizo"]}}, {start: {name:"Naomie Harris"}, end: {title:"Ninja Assassin"}, properties:{roles:["Mika Coretti"]}}, {start: {name:"Rick Yune"}, end: {title:"Ninja Assassin"}, properties:{roles:["Takeshi"]}}, {start: {name:"Ben Miles"}, end: {title:"Ninja Assassin"}, properties:{roles:["Ryan Maslow"]}}, {start: {name:"Tom Hanks"}, end: {title:"The Green Mile"}, properties:{roles:["Paul Edgecomb"]}}, {start: {name:"Michael Clarke Duncan"}, end: {title:"The Green Mile"}, properties:{roles:["John Coffey"]}}, {start: {name:"David Morse"}, end: {title:"The Green Mile"}, properties:{roles:["Brutus \"Brutal\" Howell"]}}, {start: {name:"Bonnie Hunt"}, end: {title:"The Green Mile"}, properties:{roles:["Jan Edgecomb"]}}, {start: {name:"James Cromwell"}, end: {title:"The Green Mile"}, properties:{roles:["Warden Hal Moores"]}}, {start: {name:"Sam Rockwell"}, end: {title:"The Green Mile"}, properties:{roles:["\"Wild Bill\" Wharton"]}}, {start: {name:"Gary Sinise"}, end: {title:"The Green Mile"}, properties:{roles:["Burt Hammersmith"]}}, {start: {name:"Patricia Clarkson"}, end: {title:"The Green Mile"}, properties:{roles:["Melinda Moores"]}}, {start: {name:"Frank Langella"}, end: {title:"Frost/Nixon"}, properties:{roles:["Richard Nixon"]}}, {start: {name:"Michael Sheen"}, end: {title:"Frost/Nixon"}, properties:{roles:["David Frost"]}}, {start: {name:"Kevin Bacon"}, end: {title:"Frost/Nixon"}, properties:{roles:["Jack Brennan"]}}, {start: {name:"Oliver Platt"}, end: {title:"Frost/Nixon"}, properties:{roles:["Bob Zelnick"]}}, {start: {name:"Sam Rockwell"}, end: {title:"Frost/Nixon"}, properties:{roles:["James Reston, Jr."]}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:ACTED_IN]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Jack Nicholson"}, end: {title:"Hoffa"}, properties:{roles:["Hoffa"]}}, {start: {name:"Danny DeVito"}, end: {title:"Hoffa"}, properties:{roles:["Robert \"Bobby\" Ciaro"]}}, {start: {name:"J.T. Walsh"}, end: {title:"Hoffa"}, properties:{roles:["Frank Fitzsimmons"]}}, {start: {name:"John C. Reilly"}, end: {title:"Hoffa"}, properties:{roles:["Peter \"Pete\" Connelly"]}}, {start: {name:"Tom Hanks"}, end: {title:"Apollo 13"}, properties:{roles:["Jim Lovell"]}}, {start: {name:"Kevin Bacon"}, end: {title:"Apollo 13"}, properties:{roles:["Jack Swigert"]}}, {start: {name:"Ed Harris"}, end: {title:"Apollo 13"}, properties:{roles:["Gene Kranz"]}}, {start: {name:"Bill Paxton"}, end: {title:"Apollo 13"}, properties:{roles:["Fred Haise"]}}, {start: {name:"Gary Sinise"}, end: {title:"Apollo 13"}, properties:{roles:["Ken Mattingly"]}}, {start: {name:"Bill Paxton"}, end: {title:"Twister"}, properties:{roles:["Bill Harding"]}}, {start: {name:"Helen Hunt"}, end: {title:"Twister"}, properties:{roles:["Dr. Jo Harding"]}}, {start: {name:"Zach Grenier"}, end: {title:"Twister"}, properties:{roles:["Eddie"]}}, {start: {name:"Philip Seymour Hoffman"}, end: {title:"Twister"}, properties:{roles:["Dustin \"Dusty\" Davis"]}}, {start: {name:"Tom Hanks"}, end: {title:"Cast Away"}, properties:{roles:["Chuck Noland"]}}, {start: {name:"Helen Hunt"}, end: {title:"Cast Away"}, properties:{roles:["Kelly Frears"]}}, {start: {name:"Jack Nicholson"}, end: {title:"One Flew Over the Cuckoo's Nest"}, properties:{roles:["Randle McMurphy"]}}, {start: {name:"Danny DeVito"}, end: {title:"One Flew Over the Cuckoo's Nest"}, properties:{roles:["Martini"]}}, {start: {name:"Jack Nicholson"}, end: {title:"Something's Gotta Give"}, properties:{roles:["Harry Sanborn"]}}, {start: {name:"Diane Keaton"}, end: {title:"Something's Gotta Give"}, properties:{roles:["Erica Barry"]}}, {start: {name:"Keanu Reeves"}, end: {title:"Something's Gotta Give"}, properties:{roles:["Julian Mercer"]}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:ACTED_IN]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Robin Williams"}, end: {title:"Bicentennial Man"}, properties:{roles:["Andrew Marin"]}}, {start: {name:"Oliver Platt"}, end: {title:"Bicentennial Man"}, properties:{roles:["Rupert Burns"]}}, {start: {name:"Tom Hanks"}, end: {title:"Charlie Wilson's War"}, properties:{roles:["Rep. Charlie Wilson"]}}, {start: {name:"Julia Roberts"}, end: {title:"Charlie Wilson's War"}, properties:{roles:["Joanne Herring"]}}, {start: {name:"Philip Seymour Hoffman"}, end: {title:"Charlie Wilson's War"}, properties:{roles:["Gust Avrakotos"]}}, {start: {name:"Tom Hanks"}, end: {title:"The Polar Express"}, properties:{roles:["Hero Boy", "Father", "Conductor", "Hobo", "Scrooge", "Santa Claus"]}}, {start: {name:"Tom Hanks"}, end: {title:"A League of Their Own"}, properties:{roles:["Jimmy Dugan"]}}, {start: {name:"Geena Davis"}, end: {title:"A League of Their Own"}, properties:{roles:["Dottie Hinson"]}}, {start: {name:"Lori Petty"}, end: {title:"A League of Their Own"}, properties:{roles:["Kit Keller"]}}, {start: {name:"Rosie O'Donnell"}, end: {title:"A League of Their Own"}, properties:{roles:["Doris Murphy"]}}, {start: {name:"Madonna"}, end: {title:"A League of Their Own"}, properties:{roles:["\"All the Way\" Mae Mordabito"]}}, {start: {name:"Bill Paxton"}, end: {title:"A League of Their Own"}, properties:{roles:["Bob Hinson"]}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:ACTED_IN]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Jessica Thompson"}, end: {title:"Cloud Atlas"}, properties:{summary:"An amazing journey", rating:95}}, {start: {name:"Jessica Thompson"}, end: {title:"The Replacements"}, properties:{summary:"Silly, but fun", rating:65}}, {start: {name:"James Thompson"}, end: {title:"The Replacements"}, properties:{summary:"The coolest football movie ever", rating:100}}, {start: {name:"Angela Scope"}, end: {title:"The Replacements"}, properties:{summary:"Pretty funny at times", rating:62}}, {start: {name:"Jessica Thompson"}, end: {title:"Unforgiven"}, properties:{summary:"Dark, but compelling", rating:85}}, {start: {name:"Jessica Thompson"}, end: {title:"The Birdcage"}, properties:{summary:"Slapstick redeemed only by the Robin Williams and Gene Hackman's stellar performances", rating:45}}, {start: {name:"Jessica Thompson"}, end: {title:"The Da Vinci Code"}, properties:{summary:"A solid romp", rating:68}}, {start: {name:"James Thompson"}, end: {title:"The Da Vinci Code"}, properties:{summary:"Fun, but a little far fetched", rating:65}}, {start: {name:"Jessica Thompson"}, end: {title:"Jerry Maguire"}, properties:{summary:"You had me at Jerry", rating:92}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:REVIEWED]->(end) SET r += row.properties;
+UNWIND [{start: {name:"James Thompson"}, end: {name:"Jessica Thompson"}, properties:{}}, {start: {name:"Angela Scope"}, end: {name:"Jessica Thompson"}, properties:{}}, {start: {name:"Paul Blythe"}, end: {name:"Angela Scope"}, properties:{}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Person{name: row.end.name})
+CREATE (start)-[r:FOLLOWS]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Lilly Wachowski"}, end: {title:"The Matrix"}, properties:{}}, {start: {name:"Lana Wachowski"}, end: {title:"The Matrix"}, properties:{}}, {start: {name:"Lilly Wachowski"}, end: {title:"The Matrix Reloaded"}, properties:{}}, {start: {name:"Lana Wachowski"}, end: {title:"The Matrix Reloaded"}, properties:{}}, {start: {name:"Lilly Wachowski"}, end: {title:"The Matrix Revolutions"}, properties:{}}, {start: {name:"Lana Wachowski"}, end: {title:"The Matrix Revolutions"}, properties:{}}, {start: {name:"Taylor Hackford"}, end: {title:"The Devil's Advocate"}, properties:{}}, {start: {name:"Rob Reiner"}, end: {title:"A Few Good Men"}, properties:{}}, {start: {name:"Tony Scott"}, end: {title:"Top Gun"}, properties:{}}, {start: {name:"Cameron Crowe"}, end: {title:"Jerry Maguire"}, properties:{}}, {start: {name:"Rob Reiner"}, end: {title:"Stand By Me"}, properties:{}}, {start: {name:"James L. Brooks"}, end: {title:"As Good as It Gets"}, properties:{}}, {start: {name:"Vincent Ward"}, end: {title:"What Dreams May Come"}, properties:{}}, {start: {name:"Scott Hicks"}, end: {title:"Snow Falling on Cedars"}, properties:{}}, {start: {name:"Nora Ephron"}, end: {title:"You've Got Mail"}, properties:{}}, {start: {name:"Nora Ephron"}, end: {title:"Sleepless in Seattle"}, properties:{}}, {start: {name:"John Patrick Stanley"}, end: {title:"Joe Versus the Volcano"}, properties:{}}, {start: {name:"Rob Reiner"}, end: {title:"When Harry Met Sally"}, properties:{}}, {start: {name:"Tom Hanks"}, end: {title:"That Thing You Do"}, properties:{}}, {start: {name:"Howard Deutch"}, end: {title:"The Replacements"}, properties:{}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:DIRECTED]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Werner Herzog"}, end: {title:"RescueDawn"}, properties:{}}, {start: {name:"Mike Nichols"}, end: {title:"The Birdcage"}, properties:{}}, {start: {name:"Clint Eastwood"}, end: {title:"Unforgiven"}, properties:{}}, {start: {name:"Robert Longo"}, end: {title:"Johnny Mnemonic"}, properties:{}}, {start: {name:"Tom Tykwer"}, end: {title:"Cloud Atlas"}, properties:{}}, {start: {name:"Lilly Wachowski"}, end: {title:"Cloud Atlas"}, properties:{}}, {start: {name:"Lana Wachowski"}, end: {title:"Cloud Atlas"}, properties:{}}, {start: {name:"Ron Howard"}, end: {title:"The Da Vinci Code"}, properties:{}}, {start: {name:"James Marshall"}, end: {title:"V for Vendetta"}, properties:{}}, {start: {name:"Lilly Wachowski"}, end: {title:"Speed Racer"}, properties:{}}, {start: {name:"Lana Wachowski"}, end: {title:"Speed Racer"}, properties:{}}, {start: {name:"James Marshall"}, end: {title:"Ninja Assassin"}, properties:{}}, {start: {name:"Frank Darabont"}, end: {title:"The Green Mile"}, properties:{}}, {start: {name:"Ron Howard"}, end: {title:"Frost/Nixon"}, properties:{}}, {start: {name:"Danny DeVito"}, end: {title:"Hoffa"}, properties:{}}, {start: {name:"Ron Howard"}, end: {title:"Apollo 13"}, properties:{}}, {start: {name:"Jan de Bont"}, end: {title:"Twister"}, properties:{}}, {start: {name:"Robert Zemeckis"}, end: {title:"Cast Away"}, properties:{}}, {start: {name:"Milos Forman"}, end: {title:"One Flew Over the Cuckoo's Nest"}, properties:{}}, {start: {name:"Nancy Meyers"}, end: {title:"Something's Gotta Give"}, properties:{}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:DIRECTED]->(end) SET r += row.properties;
+UNWIND [{start: {name:"Chris Columbus"}, end: {title:"Bicentennial Man"}, properties:{}}, {start: {name:"Mike Nichols"}, end: {title:"Charlie Wilson's War"}, properties:{}}, {start: {name:"Robert Zemeckis"}, end: {title:"The Polar Express"}, properties:{}}, {start: {name:"Penny Marshall"}, end: {title:"A League of Their Own"}, properties:{}}] AS row
+MATCH (start:Person{name: row.start.name})
+MATCH (end:Movie{title: row.end.title})
+CREATE (start)-[r:DIRECTED]->(end) SET r += row.properties;
+UNWIND [{start: {_id:176}, end: {_id:175}, properties:{}}, {start: {_id:174}, end: {_id:177}, properties:{}}, {start: {_id:179}, end: {_id:178}, properties:{}}, {start: {_id:180}, end: {_id:177}, properties:{}}, {start: {_id:174}, end: {_id:180}, properties:{}}] AS row
+MATCH (start:`UNIQUE IMPORT LABEL`{`UNIQUE IMPORT ID`: row.start._id})
+MATCH (end:`UNIQUE IMPORT LABEL`{`UNIQUE IMPORT ID`: row.end._id})
+CREATE (start)-[r:HAS_SAME_CREATOR]->(end) SET r += row.properties;
+:commit
+:begin
+MATCH (n:`UNIQUE IMPORT LABEL`)  WITH n LIMIT 20000 REMOVE n:`UNIQUE IMPORT LABEL` REMOVE n.`UNIQUE IMPORT ID`;
+:commit
+:begin
+DROP CONSTRAINT ON (node:`UNIQUE IMPORT LABEL`) ASSERT (node.`UNIQUE IMPORT ID`) IS UNIQUE;
+:commit
\ No newline at end of file
diff --git a/neo4j/scripts/reset_db.sh b/neo4j/scripts/reset_db.sh
new file mode 100755
index 0000000000000000000000000000000000000000..638927e765ffc023270d4488ee8fe2ec3d98e91e
--- /dev/null
+++ b/neo4j/scripts/reset_db.sh
@@ -0,0 +1 @@
+docker exec -it neo4j cypher-shell -u neo4j -p test --non-interactive -f import/reset.cypher
\ No newline at end of file
diff --git a/neo4j/tempconf/apoc.conf b/neo4j/tempconf/apoc.conf
new file mode 100755
index 0000000000000000000000000000000000000000..4ff0e60503dde6e964ea4632d013211473546405
--- /dev/null
+++ b/neo4j/tempconf/apoc.conf
@@ -0,0 +1,2 @@
+apoc.import.file.enabled=true
+apoc.import.file.use_neo4j_config=true
\ No newline at end of file
diff --git a/redis-test/Dockerfile b/redis-test/Dockerfile
new file mode 100644
index 0000000000000000000000000000000000000000..9f99845f56a5d5262ae6b5e8e2bd001515e28eb6
--- /dev/null
+++ b/redis-test/Dockerfile
@@ -0,0 +1,5 @@
+FROM python:3.10-slim
+COPY client_example.py ./client.py
+COPY requirements.txt ./requirements.txt
+RUN pip3 install -r requirements.txt
+CMD [ "python", "./client.py"]
\ No newline at end of file
diff --git a/redis-test/client_example.py b/redis-test/client_example.py
new file mode 100644
index 0000000000000000000000000000000000000000..82818051f641fadcacf7a99a03850a034f55cc47
--- /dev/null
+++ b/redis-test/client_example.py
@@ -0,0 +1,6 @@
+import redis
+
+r = redis.Redis(host='redis-test', port=6379, db=0)
+r.set('foo', 'bar')
+result = r.get('foo')
+print(result)
\ No newline at end of file
diff --git a/redis-test/requirements.txt b/redis-test/requirements.txt
new file mode 100644
index 0000000000000000000000000000000000000000..88e78291e5f7f869a5497bc178db7e2cd476904f
--- /dev/null
+++ b/redis-test/requirements.txt
@@ -0,0 +1 @@
+redis==4.3.4
\ No newline at end of file
diff --git a/sg-backend/.dockerignore b/sg-backend/.dockerignore
new file mode 100644
index 0000000000000000000000000000000000000000..eba74f4cd2e2acfb1470300d69b58d8cff458c68
--- /dev/null
+++ b/sg-backend/.dockerignore
@@ -0,0 +1 @@
+venv/
\ No newline at end of file
diff --git a/sg-backend/.gitignore b/sg-backend/.gitignore
index 7eadfc2e0d6d84ab33f21560c7a679482c5f6d07..c8cf1b4303136ebcf07ce04dda4b39280b4c26fe 100644
--- a/sg-backend/.gitignore
+++ b/sg-backend/.gitignore
@@ -1 +1,2 @@
-__pycache
\ No newline at end of file
+__pycache
+.idea/
\ No newline at end of file
diff --git a/sg-backend/Dockerfile b/sg-backend/Dockerfile
new file mode 100644
index 0000000000000000000000000000000000000000..864704edf06108efae6e23eaa9af5600964c3f9b
--- /dev/null
+++ b/sg-backend/Dockerfile
@@ -0,0 +1,18 @@
+FROM python:3.10-slim
+WORKDIR /code
+ENV POETRY_VERSION=1.2.2
+
+RUN pip install "poetry==$POETRY_VERSION"
+
+COPY poetry.lock pyproject.toml /code/
+
+#RUN pip3 install -r requirements.txt
+
+RUN poetry config virtualenvs.create false && poetry install --no-interaction --no-ansi
+COPY . /code
+
+EXPOSE 8000
+
+ENV WAIT_VERSION 2.7.2
+ADD https://github.com/ufoscout/docker-compose-wait/releases/download/$WAIT_VERSION/wait /wait
+RUN chmod +x /wait
\ No newline at end of file
diff --git a/sg-backend/cache.py b/sg-backend/cache.py
new file mode 100644
index 0000000000000000000000000000000000000000..95a0cf009771b2c0a7dd532dbf422c944e428688
--- /dev/null
+++ b/sg-backend/cache.py
@@ -0,0 +1,15 @@
+from fastapi_cache import FastAPICache
+from fastapi_cache.backends.redis import RedisBackend
+
+from redis import asyncio as aioredis
+
+
+class RedisCache:
+    def __init__(self):
+        redis = aioredis.from_url("redis://redis", encoding="utf8", decode_responses=True)
+        FastAPICache.init(RedisBackend(redis), prefix="fastapi-cache")
+
+    @staticmethod
+    async def clear_softwares_cache():
+        await FastAPICache.clear(key="software")
+        await FastAPICache.clear(key="software-graph")
\ No newline at end of file
diff --git a/sg-backend/db.py b/sg-backend/db.py
index 7fd09f9c8e96078d1214422c597b3ce95622d2bd..76eff2bbae4118b24015f5b38ef6e416f101c396 100644
--- a/sg-backend/db.py
+++ b/sg-backend/db.py
@@ -50,4 +50,38 @@ class Neo4j:
                 return [node for node in data[0]['p'] if type(node) is dict]
                 # [node._properties.get('name') for node in results.graph().nodes]
             else:
-                return []
\ No newline at end of file
+                return []
+
+    def get_relations(self):
+        with self.driver.session() as session:
+            results = session.run("MATCH p = (a)-[r]->(b) RETURN a.name as source,b.name as target, r as relation_type")
+            return results.data()
+
+    def get_nodes(self):
+        with self.driver.session() as session:
+            results = session.run("MATCH (a:Software) return Id(a) as key, a.name as name")
+            return results.data()
+
+    def insert_software(self, insert_data):
+        with self.driver.session() as session:
+            # On check si le logiciel n'existe pas déjà
+            results = session.run("match (a:Software) where a.name = '%s' return a" % insert_data.newNodeName)
+            if results.data():
+                return {"Error": "%s already exist" % insert_data.newNodeName}
+
+            session.run("CREATE (n:Software {name: '%s'})" % insert_data.newNodeName)
+            return results.data()
+
+    def relation_insert(self, insert_data):
+        with self.driver.session() as session:
+            # On check si la node avec laquelle on se relie existe
+            results = session.run("match (a:Software) where (a.name = '%s' OR a.name = '%s') return a"
+                                  % (insert_data.software1, insert_data.software2))
+
+            if len(results.data()) != 2:
+                return {"Error": "%s/%s NOT FOUND" % (insert_data.software1, insert_data.software2)}
+
+            results = session.run(
+                "MATCH (a:Software), (b:Software) WHERE a.name = '%s' AND b.name = '%s' CREATE (a)-[r:%s]->(b) "
+                "RETURN type(r)" % (insert_data.software1, insert_data.software2, insert_data.relationType))
+            return results.data()
diff --git a/sg-backend/export_poetry_requirements.sh b/sg-backend/export_poetry_requirements.sh
new file mode 100755
index 0000000000000000000000000000000000000000..3d9ffc248c8cde04b5a8c256025c2694736f9321
--- /dev/null
+++ b/sg-backend/export_poetry_requirements.sh
@@ -0,0 +1 @@
+poetry export -f requirements.txt --output requirements.txt
\ No newline at end of file
diff --git a/sg-backend/main.py b/sg-backend/main.py
index 0964d406fecd6e0643456bfbea81307d5bc8947f..006d15eb447edc226e057c9f745f9fe42a9b43db 100644
--- a/sg-backend/main.py
+++ b/sg-backend/main.py
@@ -1,10 +1,13 @@
 import json
 import os
+import random
 
 from fastapi import FastAPI
+from fastapi_cache.decorator import cache
 from pydantic import BaseModel
 from starlette.middleware.cors import CORSMiddleware
 
+from cache import RedisCache
 from db import Neo4j
 
 
@@ -13,11 +16,24 @@ class SoftwareSearch(BaseModel):
     software2: str
 
 
+class SoftwareInsert(BaseModel):
+    newNodeName: str
+
+
+class RelationInsert(BaseModel):
+    software1: str
+    software2: str
+    relationType: str
+
+
 driver = Neo4j(os.environ.get("NEO4J_URI"), os.environ.get("NEO4J_USER"), os.environ.get("NEO4J_PASSWORD"))
 app = FastAPI()
 
 origins = [
     os.getenv("FRONTEND_URL"),
+    "http://localhost",
+    "http://localhost:4173",
+    "http://localhost:5173",
 ]
 
 app.add_middleware(
@@ -29,30 +45,79 @@ app.add_middleware(
 )
 
 
-@app.get("/")
-async def root():
-    return {"message": "Hello World"}
-
-
-@app.get("/hello/{name}")
-async def say_hello(name: str):
-    return {"message": f"Hello {name}"}
-
-
-@app.get("/graph")
-async def graph():
-    results = driver.get_graph_data()
-    return json.loads(results[0]['data'])
-
-
 @app.get("/software")
+@cache(expire=60, key_builder=lambda *args, **kwargs: "software")
 async def software():
     results = driver.get_softwares()
     return {"softwares": json.loads(json.dumps(results))}
 
 
+@app.get("/software-graph")
+@cache(expire=60, key_builder=lambda *args, **kwargs: "software-graph")
+async def software():
+    nodes = driver.get_nodes()
+    jnodes = json.loads(json.dumps(nodes))
+    relations = driver.get_relations()
+    jrelations = json.loads(json.dumps(relations))
+
+    jsondata = {"nodes": jnodes, "edges": jrelations}
+
+    def findNodeIdWithName(nodes, name):
+        for node in nodes:
+            if node["name"] == name:
+                return node["key"]
+        return 0
+
+    for idx, relation in enumerate(jsondata["edges"]):
+        relation['key'] = str(idx)
+        relation['attributes'] = {}
+        relation['label'] = relation['relation_type'][1]
+        relation['source'] = findNodeIdWithName(jsondata["nodes"], relation["source"])
+        relation['target'] = findNodeIdWithName(jsondata["nodes"], relation["target"])
+        del relation['relation_type']
+
+    for node in jsondata["nodes"]:
+        node['attributes'] = {}
+        node['attributes']['label'] = node['name']
+        node['attributes']['x'] = random.random()
+        node['attributes']['y'] = random.random()
+        node['attributes']['size'] = 22
+        del node['name']
+
+    return jsondata
+
+
 @app.post("/software-search")
 async def software_search(search: SoftwareSearch):
     print(search.software1, search.software2)
     res = driver.get_softwares_shortest_path(search)
-    return {"softwares": res}
\ No newline at end of file
+    return {"softwares": res}
+
+
+@app.post("/software-insert")
+async def software_insert(insert_data: SoftwareInsert):
+    res = driver.insert_software(insert_data)
+    await RedisCache.clear_softwares_cache()
+    return res
+
+
+@app.post("/relation-insert")
+async def software_insert(insert_data: RelationInsert):
+    res = driver.relation_insert(insert_data)
+    await RedisCache.clear_softwares_cache()
+    return res
+
+
+@app.get("/")
+async def root():
+    return {"message": "Hello World"}
+
+
+@app.on_event("startup")
+async def startup():
+    RedisCache()
+
+# @app.get("/graph")
+# async def graph():
+#     results = driver.get_graph_data()
+#     return json.loads(results[0]['data'])
\ No newline at end of file
diff --git a/sg-backend/poetry.lock b/sg-backend/poetry.lock
index 85f00f4412394e4603a2f3a828e2e73b85718b59..ee53219b99dd03b4dfbed1b7d1291443bdc7a0e3 100644
--- a/sg-backend/poetry.lock
+++ b/sg-backend/poetry.lock
@@ -1,6 +1,6 @@
 [[package]]
 name = "anyio"
-version = "3.6.1"
+version = "3.6.2"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 category = "main"
 optional = false
@@ -13,7 +13,15 @@ sniffio = ">=1.1"
 [package.extras]
 doc = ["packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
 test = ["contextlib2", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (<0.15)", "uvloop (>=0.15)"]
-trio = ["trio (>=0.16)"]
+trio = ["trio (>=0.16,<0.22)"]
+
+[[package]]
+name = "async-timeout"
+version = "4.0.2"
+description = "Timeout context manager for asyncio programs"
+category = "main"
+optional = false
+python-versions = ">=3.6"
 
 [[package]]
 name = "click"
@@ -28,15 +36,15 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [[package]]
 name = "colorama"
-version = "0.4.5"
+version = "0.4.6"
 description = "Cross-platform colored terminal text."
 category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 
 [[package]]
 name = "fastapi"
-version = "0.85.0"
+version = "0.85.2"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 category = "main"
 optional = false
@@ -49,16 +57,36 @@ starlette = "0.20.4"
 [package.extras]
 all = ["email-validator (>=1.1.1,<2.0.0)", "itsdangerous (>=1.1.0,<3.0.0)", "jinja2 (>=2.11.2,<4.0.0)", "orjson (>=3.2.1,<4.0.0)", "python-multipart (>=0.0.5,<0.0.6)", "pyyaml (>=5.3.1,<7.0.0)", "requests (>=2.24.0,<3.0.0)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0,<6.0.0)", "uvicorn[standard] (>=0.12.0,<0.19.0)"]
 dev = ["autoflake (>=1.4.0,<2.0.0)", "flake8 (>=3.8.3,<6.0.0)", "pre-commit (>=2.17.0,<3.0.0)", "uvicorn[standard] (>=0.12.0,<0.19.0)"]
-doc = ["mdx-include (>=1.4.1,<2.0.0)", "mkdocs (>=1.1.2,<2.0.0)", "mkdocs-markdownextradata-plugin (>=0.1.7,<0.3.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "pyyaml (>=5.3.1,<7.0.0)", "typer (>=0.4.1,<0.7.0)"]
-test = ["anyio[trio] (>=3.2.1,<4.0.0)", "black (==22.8.0)", "databases[sqlite] (>=0.3.2,<0.7.0)", "email-validator (>=1.1.1,<2.0.0)", "flake8 (>=3.8.3,<6.0.0)", "flask (>=1.1.2,<3.0.0)", "httpx (>=0.23.0,<0.24.0)", "isort (>=5.0.6,<6.0.0)", "mypy (==0.971)", "orjson (>=3.2.1,<4.0.0)", "passlib[bcrypt] (>=1.7.2,<2.0.0)", "peewee (>=3.13.3,<4.0.0)", "pytest (>=7.1.3,<8.0.0)", "pytest-cov (>=2.12.0,<4.0.0)", "python-jose[cryptography] (>=3.3.0,<4.0.0)", "python-multipart (>=0.0.5,<0.0.6)", "pyyaml (>=5.3.1,<7.0.0)", "requests (>=2.24.0,<3.0.0)", "sqlalchemy (>=1.3.18,<1.5.0)", "types-orjson (==3.6.2)", "types-ujson (==5.4.0)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0,<6.0.0)"]
+doc = ["mdx-include (>=1.4.1,<2.0.0)", "mkdocs (>=1.1.2,<2.0.0)", "mkdocs-markdownextradata-plugin (>=0.1.7,<0.3.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "pyyaml (>=5.3.1,<7.0.0)", "typer[all] (>=0.6.1,<0.7.0)"]
+test = ["anyio[trio] (>=3.2.1,<4.0.0)", "black (==22.8.0)", "databases[sqlite] (>=0.3.2,<0.7.0)", "email-validator (>=1.1.1,<2.0.0)", "flake8 (>=3.8.3,<6.0.0)", "flask (>=1.1.2,<3.0.0)", "httpx (>=0.23.0,<0.24.0)", "isort (>=5.0.6,<6.0.0)", "mypy (==0.982)", "orjson (>=3.2.1,<4.0.0)", "passlib[bcrypt] (>=1.7.2,<2.0.0)", "peewee (>=3.13.3,<4.0.0)", "pytest (>=7.1.3,<8.0.0)", "pytest-cov (>=2.12.0,<5.0.0)", "python-jose[cryptography] (>=3.3.0,<4.0.0)", "python-multipart (>=0.0.5,<0.0.6)", "pyyaml (>=5.3.1,<7.0.0)", "requests (>=2.24.0,<3.0.0)", "sqlalchemy (>=1.3.18,<=1.4.41)", "types-orjson (==3.6.2)", "types-ujson (==5.5.0)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0,<6.0.0)"]
+
+[[package]]
+name = "fastapi-cache2"
+version = "0.1.9"
+description = "Cache for FastAPI"
+category = "main"
+optional = false
+python-versions = ">=3.7,<4.0"
+
+[package.dependencies]
+fastapi = "*"
+pendulum = "*"
+redis = {version = ">=4.2.0rc1,<5.0.0", optional = true, markers = "extra == \"redis\" or extra == \"all\""}
+uvicorn = "*"
+
+[package.extras]
+all = ["aiobotocore (>=1.4.1,<2.0.0)", "aiomcache", "redis (>=4.2.0rc1,<5.0.0)"]
+dynamodb = ["aiobotocore (>=1.4.1,<2.0.0)"]
+memcache = ["aiomcache"]
+redis = ["redis (>=4.2.0rc1,<5.0.0)"]
 
 [[package]]
 name = "h11"
-version = "0.13.0"
+version = "0.14.0"
 description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [[package]]
 name = "idna"
@@ -70,7 +98,7 @@ python-versions = ">=3.5"
 
 [[package]]
 name = "neo4j"
-version = "5.0.1"
+version = "5.2.1"
 description = "Neo4j Bolt driver for Python"
 category = "main"
 optional = false
@@ -79,6 +107,21 @@ python-versions = ">=3.7"
 [package.dependencies]
 pytz = "*"
 
+[package.extras]
+pandas = ["pandas (>=1.0.0)"]
+
+[[package]]
+name = "pendulum"
+version = "2.1.2"
+description = "Python datetimes made easy"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[package.dependencies]
+python-dateutil = ">=2.6,<3.0"
+pytzdata = ">=2020.1"
+
 [[package]]
 name = "pydantic"
 version = "1.10.2"
@@ -94,14 +137,56 @@ typing-extensions = ">=4.1.0"
 dotenv = ["python-dotenv (>=0.10.4)"]
 email = ["email-validator (>=1.0.3)"]
 
+[[package]]
+name = "python-dateutil"
+version = "2.8.2"
+description = "Extensions to the standard Python datetime module"
+category = "main"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+
+[package.dependencies]
+six = ">=1.5"
+
 [[package]]
 name = "pytz"
-version = "2022.2.1"
+version = "2022.6"
 description = "World timezone definitions, modern and historical"
 category = "main"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "pytzdata"
+version = "2020.1"
+description = "The Olson timezone database for Python."
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[[package]]
+name = "redis"
+version = "4.4.0rc4"
+description = "Python client for Redis database and key-value store"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+async-timeout = ">=4.0.2"
+
+[package.extras]
+hiredis = ["hiredis (>=1.0.0)"]
+ocsp = ["cryptography (>=36.0.1)", "pyopenssl (==20.0.1)", "requests (>=2.26.0)"]
+
+[[package]]
+name = "six"
+version = "1.16.0"
+description = "Python 2 and 3 compatibility utilities"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
+
 [[package]]
 name = "sniffio"
 version = "1.3.0"
@@ -126,7 +211,7 @@ full = ["itsdangerous", "jinja2", "python-multipart", "pyyaml", "requests"]
 
 [[package]]
 name = "typing-extensions"
-version = "4.3.0"
+version = "4.4.0"
 description = "Backported and Experimental Type Hints for Python 3.7+"
 category = "main"
 optional = false
@@ -150,35 +235,66 @@ standard = ["colorama (>=0.4)", "httptools (>=0.4.0)", "python-dotenv (>=0.13)",
 [metadata]
 lock-version = "1.1"
 python-versions = "^3.10"
-content-hash = "92d7313563fc036bb36381d94d139862865b3a018e3849a340b8bc16513df739"
+content-hash = "f15fbf471411ab63fc5fb485e394962433498aa9d266752113e6c296bcb9210e"
 
 [metadata.files]
 anyio = [
-    {file = "anyio-3.6.1-py3-none-any.whl", hash = "sha256:cb29b9c70620506a9a8f87a309591713446953302d7d995344d0d7c6c0c9a7be"},
-    {file = "anyio-3.6.1.tar.gz", hash = "sha256:413adf95f93886e442aea925f3ee43baa5a765a64a0f52c6081894f9992fdd0b"},
+    {file = "anyio-3.6.2-py3-none-any.whl", hash = "sha256:fbbe32bd270d2a2ef3ed1c5d45041250284e31fc0a4df4a5a6071842051a51e3"},
+    {file = "anyio-3.6.2.tar.gz", hash = "sha256:25ea0d673ae30af41a0c442f81cf3b38c7e79fdc7b60335a4c14e05eb0947421"},
+]
+async-timeout = [
+    {file = "async-timeout-4.0.2.tar.gz", hash = "sha256:2163e1640ddb52b7a8c80d0a67a08587e5d245cc9c553a74a847056bc2976b15"},
+    {file = "async_timeout-4.0.2-py3-none-any.whl", hash = "sha256:8ca1e4fcf50d07413d66d1a5e416e42cfdf5851c981d679a09851a6853383b3c"},
 ]
 click = [
     {file = "click-8.1.3-py3-none-any.whl", hash = "sha256:bb4d8133cb15a609f44e8213d9b391b0809795062913b383c62be0ee95b1db48"},
     {file = "click-8.1.3.tar.gz", hash = "sha256:7682dc8afb30297001674575ea00d1814d808d6a36af415a82bd481d37ba7b8e"},
 ]
 colorama = [
-    {file = "colorama-0.4.5-py2.py3-none-any.whl", hash = "sha256:854bf444933e37f5824ae7bfc1e98d5bce2ebe4160d46b5edf346a89358e99da"},
-    {file = "colorama-0.4.5.tar.gz", hash = "sha256:e6c6b4334fc50988a639d9b98aa429a0b57da6e17b9a44f0451f930b6967b7a4"},
+    {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
+    {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
 fastapi = [
-    {file = "fastapi-0.85.0-py3-none-any.whl", hash = "sha256:1803d962f169dc9f8dde54a64b22eb16f6d81573f54401971f90f0a67234a8b4"},
-    {file = "fastapi-0.85.0.tar.gz", hash = "sha256:bb219cfafd0d2ccf8f32310c9a257a06b0210bd8e2a03706a6f5a9f9f1416878"},
+    {file = "fastapi-0.85.2-py3-none-any.whl", hash = "sha256:6292db0edd4a11f0d938d6033ccec5f706e9d476958bf33b119e8ddb4e524bde"},
+    {file = "fastapi-0.85.2.tar.gz", hash = "sha256:3e10ea0992c700e0b17b6de8c2092d7b9cd763ce92c49ee8d4be10fee3b2f367"},
+]
+fastapi-cache2 = [
+    {file = "fastapi-cache2-0.1.9.tar.gz", hash = "sha256:816612f7b29b4ea4ed3b4e03c55b7f96b4e4d6dffce6a95e2cf5cf36a980eaaa"},
+    {file = "fastapi_cache2-0.1.9-py3-none-any.whl", hash = "sha256:5b6f32bc8e786d9fffe4f3ef343861cab276acc64fb5d8d09077524743ad3702"},
 ]
 h11 = [
-    {file = "h11-0.13.0-py3-none-any.whl", hash = "sha256:8ddd78563b633ca55346c8cd41ec0af27d3c79931828beffb46ce70a379e7442"},
-    {file = "h11-0.13.0.tar.gz", hash = "sha256:70813c1135087a248a4d38cc0e1a0181ffab2188141a93eaf567940c3957ff06"},
+    {file = "h11-0.14.0-py3-none-any.whl", hash = "sha256:e3fe4ac4b851c468cc8363d500db52c2ead036020723024a109d37346efaa761"},
+    {file = "h11-0.14.0.tar.gz", hash = "sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d"},
 ]
 idna = [
     {file = "idna-3.4-py3-none-any.whl", hash = "sha256:90b77e79eaa3eba6de819a0c442c0b4ceefc341a7a2ab77d7562bf49f425c5c2"},
     {file = "idna-3.4.tar.gz", hash = "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4"},
 ]
 neo4j = [
-    {file = "neo4j-5.0.1.tar.gz", hash = "sha256:2330d1b8295b6afb39f23a001f5b0aecae6ca5895cc5b7af3413e326bbd1979c"},
+    {file = "neo4j-5.2.1.tar.gz", hash = "sha256:6f9941a45624cd81629ef88abd84b15648be1487f7168c2c7774a664ef4cbb1f"},
+]
+pendulum = [
+    {file = "pendulum-2.1.2-cp27-cp27m-macosx_10_15_x86_64.whl", hash = "sha256:b6c352f4bd32dff1ea7066bd31ad0f71f8d8100b9ff709fb343f3b86cee43efe"},
+    {file = "pendulum-2.1.2-cp27-cp27m-win_amd64.whl", hash = "sha256:318f72f62e8e23cd6660dbafe1e346950281a9aed144b5c596b2ddabc1d19739"},
+    {file = "pendulum-2.1.2-cp35-cp35m-macosx_10_15_x86_64.whl", hash = "sha256:0731f0c661a3cb779d398803655494893c9f581f6488048b3fb629c2342b5394"},
+    {file = "pendulum-2.1.2-cp35-cp35m-manylinux1_i686.whl", hash = "sha256:3481fad1dc3f6f6738bd575a951d3c15d4b4ce7c82dce37cf8ac1483fde6e8b0"},
+    {file = "pendulum-2.1.2-cp35-cp35m-manylinux1_x86_64.whl", hash = "sha256:9702069c694306297ed362ce7e3c1ef8404ac8ede39f9b28b7c1a7ad8c3959e3"},
+    {file = "pendulum-2.1.2-cp35-cp35m-win_amd64.whl", hash = "sha256:fb53ffa0085002ddd43b6ca61a7b34f2d4d7c3ed66f931fe599e1a531b42af9b"},
+    {file = "pendulum-2.1.2-cp36-cp36m-macosx_10_15_x86_64.whl", hash = "sha256:c501749fdd3d6f9e726086bf0cd4437281ed47e7bca132ddb522f86a1645d360"},
+    {file = "pendulum-2.1.2-cp36-cp36m-manylinux1_i686.whl", hash = "sha256:c807a578a532eeb226150d5006f156632df2cc8c5693d778324b43ff8c515dd0"},
+    {file = "pendulum-2.1.2-cp36-cp36m-manylinux1_x86_64.whl", hash = "sha256:2d1619a721df661e506eff8db8614016f0720ac171fe80dda1333ee44e684087"},
+    {file = "pendulum-2.1.2-cp36-cp36m-win_amd64.whl", hash = "sha256:f888f2d2909a414680a29ae74d0592758f2b9fcdee3549887779cd4055e975db"},
+    {file = "pendulum-2.1.2-cp37-cp37m-macosx_10_15_x86_64.whl", hash = "sha256:e95d329384717c7bf627bf27e204bc3b15c8238fa8d9d9781d93712776c14002"},
+    {file = "pendulum-2.1.2-cp37-cp37m-manylinux1_i686.whl", hash = "sha256:4c9c689747f39d0d02a9f94fcee737b34a5773803a64a5fdb046ee9cac7442c5"},
+    {file = "pendulum-2.1.2-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:1245cd0075a3c6d889f581f6325dd8404aca5884dea7223a5566c38aab94642b"},
+    {file = "pendulum-2.1.2-cp37-cp37m-win_amd64.whl", hash = "sha256:db0a40d8bcd27b4fb46676e8eb3c732c67a5a5e6bfab8927028224fbced0b40b"},
+    {file = "pendulum-2.1.2-cp38-cp38-macosx_10_15_x86_64.whl", hash = "sha256:f5e236e7730cab1644e1b87aca3d2ff3e375a608542e90fe25685dae46310116"},
+    {file = "pendulum-2.1.2-cp38-cp38-manylinux1_i686.whl", hash = "sha256:de42ea3e2943171a9e95141f2eecf972480636e8e484ccffaf1e833929e9e052"},
+    {file = "pendulum-2.1.2-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:7c5ec650cb4bec4c63a89a0242cc8c3cebcec92fcfe937c417ba18277d8560be"},
+    {file = "pendulum-2.1.2-cp38-cp38-win_amd64.whl", hash = "sha256:33fb61601083f3eb1d15edeb45274f73c63b3c44a8524703dc143f4212bf3269"},
+    {file = "pendulum-2.1.2-cp39-cp39-manylinux1_i686.whl", hash = "sha256:29c40a6f2942376185728c9a0347d7c0f07905638c83007e1d262781f1e6953a"},
+    {file = "pendulum-2.1.2-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:94b1fc947bfe38579b28e1cccb36f7e28a15e841f30384b5ad6c5e31055c85d7"},
+    {file = "pendulum-2.1.2.tar.gz", hash = "sha256:b06a0ca1bfe41c990bbf0c029f0b6501a7f2ec4e38bfec730712015e8860f207"},
 ]
 pydantic = [
     {file = "pydantic-1.10.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:bb6ad4489af1bac6955d38ebcb95079a836af31e4c4f74aba1ca05bb9f6027bd"},
@@ -218,9 +334,25 @@ pydantic = [
     {file = "pydantic-1.10.2-py3-none-any.whl", hash = "sha256:1b6ee725bd6e83ec78b1aa32c5b1fa67a3a65badddde3976bca5fe4568f27709"},
     {file = "pydantic-1.10.2.tar.gz", hash = "sha256:91b8e218852ef6007c2b98cd861601c6a09f1aa32bbbb74fab5b1c33d4a1e410"},
 ]
+python-dateutil = [
+    {file = "python-dateutil-2.8.2.tar.gz", hash = "sha256:0123cacc1627ae19ddf3c27a5de5bd67ee4586fbdd6440d9748f8abb483d3e86"},
+    {file = "python_dateutil-2.8.2-py2.py3-none-any.whl", hash = "sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9"},
+]
 pytz = [
-    {file = "pytz-2022.2.1-py2.py3-none-any.whl", hash = "sha256:220f481bdafa09c3955dfbdddb7b57780e9a94f5127e35456a48589b9e0c0197"},
-    {file = "pytz-2022.2.1.tar.gz", hash = "sha256:cea221417204f2d1a2aa03ddae3e867921971d0d76f14d87abb4414415bbdcf5"},
+    {file = "pytz-2022.6-py2.py3-none-any.whl", hash = "sha256:222439474e9c98fced559f1709d89e6c9cbf8d79c794ff3eb9f8800064291427"},
+    {file = "pytz-2022.6.tar.gz", hash = "sha256:e89512406b793ca39f5971bc999cc538ce125c0e51c27941bef4568b460095e2"},
+]
+pytzdata = [
+    {file = "pytzdata-2020.1-py2.py3-none-any.whl", hash = "sha256:e1e14750bcf95016381e4d472bad004eef710f2d6417240904070b3d6654485f"},
+    {file = "pytzdata-2020.1.tar.gz", hash = "sha256:3efa13b335a00a8de1d345ae41ec78dd11c9f8807f522d39850f2dd828681540"},
+]
+redis = [
+    {file = "redis-4.4.0rc4-py3-none-any.whl", hash = "sha256:7136c511137681002bde316341eeac565eaff966544fefc7729462c2d1c87c67"},
+    {file = "redis-4.4.0rc4.tar.gz", hash = "sha256:c8654c5ab28ec0a1876c588cdac2ad4a3dd71919ee21df5fe77dfe846716247f"},
+]
+six = [
+    {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"},
+    {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
 ]
 sniffio = [
     {file = "sniffio-1.3.0-py3-none-any.whl", hash = "sha256:eecefdce1e5bbfb7ad2eeaabf7c1eeb404d7757c379bd1f7e5cce9d8bf425384"},
@@ -231,8 +363,8 @@ starlette = [
     {file = "starlette-0.20.4.tar.gz", hash = "sha256:42fcf3122f998fefce3e2c5ad7e5edbf0f02cf685d646a83a08d404726af5084"},
 ]
 typing-extensions = [
-    {file = "typing_extensions-4.3.0-py3-none-any.whl", hash = "sha256:25642c956049920a5aa49edcdd6ab1e06d7e5d467fc00e0506c44ac86fbfca02"},
-    {file = "typing_extensions-4.3.0.tar.gz", hash = "sha256:e6d2677a32f47fc7eb2795db1dd15c1f34eff616bcaf2cfb5e997f854fa1c4a6"},
+    {file = "typing_extensions-4.4.0-py3-none-any.whl", hash = "sha256:16fa4864408f655d35ec496218b85f79b3437c829e93320c7c9215ccfd92489e"},
+    {file = "typing_extensions-4.4.0.tar.gz", hash = "sha256:1511434bb92bf8dd198c12b1cc812e800d4181cfcb867674e0f8279cc93087aa"},
 ]
 uvicorn = [
     {file = "uvicorn-0.18.3-py3-none-any.whl", hash = "sha256:0abd429ebb41e604ed8d2be6c60530de3408f250e8d2d84967d85ba9e86fe3af"},
diff --git a/sg-backend/pyproject.toml b/sg-backend/pyproject.toml
index b387455006abe661b14c57c9d8de62297cb55c8f..d81b6c1eecc163da07418df411994bd34f48babc 100644
--- a/sg-backend/pyproject.toml
+++ b/sg-backend/pyproject.toml
@@ -11,6 +11,7 @@ python = "^3.10"
 fastapi = "^0.85.0"
 uvicorn = "^0.18.3"
 neo4j = "^5.0.1"
+fastapi-cache2 = {extras = ["redis"], version = "^0.1.9"}
 
 
 [build-system]
diff --git a/sg-backend/requirements.txt b/sg-backend/requirements.txt
index ad7fa545ccf438d3ff7926d0de0d5f866e8867bc..60da924e1b56e4ca0df016748e6a3bae9594e0ab 100644
--- a/sg-backend/requirements.txt
+++ b/sg-backend/requirements.txt
@@ -1,23 +1,51 @@
-anyio==3.6.1 ; python_version >= "3.10" and python_version < "4.0" \
-    --hash=sha256:413adf95f93886e442aea925f3ee43baa5a765a64a0f52c6081894f9992fdd0b \
-    --hash=sha256:cb29b9c70620506a9a8f87a309591713446953302d7d995344d0d7c6c0c9a7be
+anyio==3.6.2 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:25ea0d673ae30af41a0c442f81cf3b38c7e79fdc7b60335a4c14e05eb0947421 \
+    --hash=sha256:fbbe32bd270d2a2ef3ed1c5d45041250284e31fc0a4df4a5a6071842051a51e3
+async-timeout==4.0.2 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:2163e1640ddb52b7a8c80d0a67a08587e5d245cc9c553a74a847056bc2976b15 \
+    --hash=sha256:8ca1e4fcf50d07413d66d1a5e416e42cfdf5851c981d679a09851a6853383b3c
 click==8.1.3 ; python_version >= "3.10" and python_version < "4.0" \
     --hash=sha256:7682dc8afb30297001674575ea00d1814d808d6a36af415a82bd481d37ba7b8e \
     --hash=sha256:bb4d8133cb15a609f44e8213d9b391b0809795062913b383c62be0ee95b1db48
-colorama==0.4.5 ; python_version >= "3.10" and python_version < "4.0" and platform_system == "Windows" \
-    --hash=sha256:854bf444933e37f5824ae7bfc1e98d5bce2ebe4160d46b5edf346a89358e99da \
-    --hash=sha256:e6c6b4334fc50988a639d9b98aa429a0b57da6e17b9a44f0451f930b6967b7a4
-fastapi==0.85.0 ; python_version >= "3.10" and python_version < "4.0" \
-    --hash=sha256:1803d962f169dc9f8dde54a64b22eb16f6d81573f54401971f90f0a67234a8b4 \
-    --hash=sha256:bb219cfafd0d2ccf8f32310c9a257a06b0210bd8e2a03706a6f5a9f9f1416878
-h11==0.13.0 ; python_version >= "3.10" and python_version < "4.0" \
-    --hash=sha256:70813c1135087a248a4d38cc0e1a0181ffab2188141a93eaf567940c3957ff06 \
-    --hash=sha256:8ddd78563b633ca55346c8cd41ec0af27d3c79931828beffb46ce70a379e7442
+colorama==0.4.6 ; python_version >= "3.10" and python_version < "4.0" and platform_system == "Windows" \
+    --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+fastapi-cache2[redis]==0.1.9 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:5b6f32bc8e786d9fffe4f3ef343861cab276acc64fb5d8d09077524743ad3702 \
+    --hash=sha256:816612f7b29b4ea4ed3b4e03c55b7f96b4e4d6dffce6a95e2cf5cf36a980eaaa
+fastapi==0.85.2 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:3e10ea0992c700e0b17b6de8c2092d7b9cd763ce92c49ee8d4be10fee3b2f367 \
+    --hash=sha256:6292db0edd4a11f0d938d6033ccec5f706e9d476958bf33b119e8ddb4e524bde
+h11==0.14.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d \
+    --hash=sha256:e3fe4ac4b851c468cc8363d500db52c2ead036020723024a109d37346efaa761
 idna==3.4 ; python_version >= "3.10" and python_version < "4.0" \
     --hash=sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4 \
     --hash=sha256:90b77e79eaa3eba6de819a0c442c0b4ceefc341a7a2ab77d7562bf49f425c5c2
-neo4j==5.0.1 ; python_version >= "3.10" and python_version < "4.0" \
-    --hash=sha256:2330d1b8295b6afb39f23a001f5b0aecae6ca5895cc5b7af3413e326bbd1979c
+neo4j==5.2.1 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:6f9941a45624cd81629ef88abd84b15648be1487f7168c2c7774a664ef4cbb1f
+pendulum==2.1.2 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:0731f0c661a3cb779d398803655494893c9f581f6488048b3fb629c2342b5394 \
+    --hash=sha256:1245cd0075a3c6d889f581f6325dd8404aca5884dea7223a5566c38aab94642b \
+    --hash=sha256:29c40a6f2942376185728c9a0347d7c0f07905638c83007e1d262781f1e6953a \
+    --hash=sha256:2d1619a721df661e506eff8db8614016f0720ac171fe80dda1333ee44e684087 \
+    --hash=sha256:318f72f62e8e23cd6660dbafe1e346950281a9aed144b5c596b2ddabc1d19739 \
+    --hash=sha256:33fb61601083f3eb1d15edeb45274f73c63b3c44a8524703dc143f4212bf3269 \
+    --hash=sha256:3481fad1dc3f6f6738bd575a951d3c15d4b4ce7c82dce37cf8ac1483fde6e8b0 \
+    --hash=sha256:4c9c689747f39d0d02a9f94fcee737b34a5773803a64a5fdb046ee9cac7442c5 \
+    --hash=sha256:7c5ec650cb4bec4c63a89a0242cc8c3cebcec92fcfe937c417ba18277d8560be \
+    --hash=sha256:94b1fc947bfe38579b28e1cccb36f7e28a15e841f30384b5ad6c5e31055c85d7 \
+    --hash=sha256:9702069c694306297ed362ce7e3c1ef8404ac8ede39f9b28b7c1a7ad8c3959e3 \
+    --hash=sha256:b06a0ca1bfe41c990bbf0c029f0b6501a7f2ec4e38bfec730712015e8860f207 \
+    --hash=sha256:b6c352f4bd32dff1ea7066bd31ad0f71f8d8100b9ff709fb343f3b86cee43efe \
+    --hash=sha256:c501749fdd3d6f9e726086bf0cd4437281ed47e7bca132ddb522f86a1645d360 \
+    --hash=sha256:c807a578a532eeb226150d5006f156632df2cc8c5693d778324b43ff8c515dd0 \
+    --hash=sha256:db0a40d8bcd27b4fb46676e8eb3c732c67a5a5e6bfab8927028224fbced0b40b \
+    --hash=sha256:de42ea3e2943171a9e95141f2eecf972480636e8e484ccffaf1e833929e9e052 \
+    --hash=sha256:e95d329384717c7bf627bf27e204bc3b15c8238fa8d9d9781d93712776c14002 \
+    --hash=sha256:f5e236e7730cab1644e1b87aca3d2ff3e375a608542e90fe25685dae46310116 \
+    --hash=sha256:f888f2d2909a414680a29ae74d0592758f2b9fcdee3549887779cd4055e975db \
+    --hash=sha256:fb53ffa0085002ddd43b6ca61a7b34f2d4d7c3ed66f931fe599e1a531b42af9b
 pydantic==1.10.2 ; python_version >= "3.10" and python_version < "4.0" \
     --hash=sha256:05e00dbebbe810b33c7a7362f231893183bcc4251f3f2ff991c31d5c08240c42 \
     --hash=sha256:06094d18dd5e6f2bbf93efa54991c3240964bb663b87729ac340eb5014310624 \
@@ -55,18 +83,30 @@ pydantic==1.10.2 ; python_version >= "3.10" and python_version < "4.0" \
     --hash=sha256:dd3f9a40c16daf323cf913593083698caee97df2804aa36c4b3175d5ac1b92a2 \
     --hash=sha256:e0bedafe4bc165ad0a56ac0bd7695df25c50f76961da29c050712596cf092d6d \
     --hash=sha256:e9069e1b01525a96e6ff49e25876d90d5a563bc31c658289a8772ae186552236
-pytz==2022.2.1 ; python_version >= "3.10" and python_version < "4.0" \
-    --hash=sha256:220f481bdafa09c3955dfbdddb7b57780e9a94f5127e35456a48589b9e0c0197 \
-    --hash=sha256:cea221417204f2d1a2aa03ddae3e867921971d0d76f14d87abb4414415bbdcf5
+python-dateutil==2.8.2 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:0123cacc1627ae19ddf3c27a5de5bd67ee4586fbdd6440d9748f8abb483d3e86 \
+    --hash=sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9
+pytz==2022.6 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:222439474e9c98fced559f1709d89e6c9cbf8d79c794ff3eb9f8800064291427 \
+    --hash=sha256:e89512406b793ca39f5971bc999cc538ce125c0e51c27941bef4568b460095e2
+pytzdata==2020.1 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:3efa13b335a00a8de1d345ae41ec78dd11c9f8807f522d39850f2dd828681540 \
+    --hash=sha256:e1e14750bcf95016381e4d472bad004eef710f2d6417240904070b3d6654485f
+redis==4.4.0rc4 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:7136c511137681002bde316341eeac565eaff966544fefc7729462c2d1c87c67 \
+    --hash=sha256:c8654c5ab28ec0a1876c588cdac2ad4a3dd71919ee21df5fe77dfe846716247f
+six==1.16.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926 \
+    --hash=sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254
 sniffio==1.3.0 ; python_version >= "3.10" and python_version < "4.0" \
     --hash=sha256:e60305c5e5d314f5389259b7f22aaa33d8f7dee49763119234af3755c55b9101 \
     --hash=sha256:eecefdce1e5bbfb7ad2eeaabf7c1eeb404d7757c379bd1f7e5cce9d8bf425384
 starlette==0.20.4 ; python_version >= "3.10" and python_version < "4.0" \
     --hash=sha256:42fcf3122f998fefce3e2c5ad7e5edbf0f02cf685d646a83a08d404726af5084 \
     --hash=sha256:c0414d5a56297d37f3db96a84034d61ce29889b9eaccf65eb98a0b39441fcaa3
-typing-extensions==4.3.0 ; python_version >= "3.10" and python_version < "4.0" \
-    --hash=sha256:25642c956049920a5aa49edcdd6ab1e06d7e5d467fc00e0506c44ac86fbfca02 \
-    --hash=sha256:e6d2677a32f47fc7eb2795db1dd15c1f34eff616bcaf2cfb5e997f854fa1c4a6
+typing-extensions==4.4.0 ; python_version >= "3.10" and python_version < "4.0" \
+    --hash=sha256:1511434bb92bf8dd198c12b1cc812e800d4181cfcb867674e0f8279cc93087aa \
+    --hash=sha256:16fa4864408f655d35ec496218b85f79b3437c829e93320c7c9215ccfd92489e
 uvicorn==0.18.3 ; python_version >= "3.10" and python_version < "4.0" \
     --hash=sha256:0abd429ebb41e604ed8d2be6c60530de3408f250e8d2d84967d85ba9e86fe3af \
     --hash=sha256:9a66e7c42a2a95222f76ec24a4b754c158261c4696e683b9dadc72b590e0311b
diff --git a/sg-frontend/.dockerignore b/sg-frontend/.dockerignore
new file mode 100644
index 0000000000000000000000000000000000000000..40b878db5b1c97fc77049537a71bb2e249abe5dc
--- /dev/null
+++ b/sg-frontend/.dockerignore
@@ -0,0 +1 @@
+node_modules/
\ No newline at end of file
diff --git a/sg-frontend/.env b/sg-frontend/.env
index 408a3f1b1a7426d3048342786c67d2281993047a..52596f9faf4838b83f2f1af5e881541864232cf7 100644
--- a/sg-frontend/.env
+++ b/sg-frontend/.env
@@ -1 +1 @@
-VITE_BACKEND_URL=
\ No newline at end of file
+VITE_BACKEND_URL=http://localhost:8000
\ No newline at end of file
diff --git a/sg-frontend/Dockerfile b/sg-frontend/Dockerfile
new file mode 100644
index 0000000000000000000000000000000000000000..2c1b8a3396c1980d081be523150cf2e7927aba62
--- /dev/null
+++ b/sg-frontend/Dockerfile
@@ -0,0 +1,12 @@
+FROM node:18
+COPY package.json /app/
+WORKDIR /app
+
+#RUN curl -f https://get.pnpm.io/v6.16.js | node - add --global pnpm
+RUN npm install
+
+
+ENV VITE_BACKEND_URL=http://sg-backend:8000
+EXPOSE 5173
+
+CMD ["npm","run", "dev", "--","--host", "0.0.0.0", "--port", "5173"]
\ No newline at end of file
diff --git a/sg-frontend/build.Dockerfile b/sg-frontend/build.Dockerfile
new file mode 100644
index 0000000000000000000000000000000000000000..ad10dc9716a70275a45db402fe705686ca03f9f1
--- /dev/null
+++ b/sg-frontend/build.Dockerfile
@@ -0,0 +1,12 @@
+FROM node:18
+WORKDIR /app
+COPY . /app
+
+#RUN curl -f https://get.pnpm.io/v6.16.js | node - add --global pnpm
+RUN npm install
+
+RUN npm run build
+ENV VITE_BACKEND_URL=http://sg-backend:8000
+EXPOSE 4173
+
+CMD ["npm","run", "preview", "--","--host", "0.0.0.0", "--port", "4173"]
\ No newline at end of file
diff --git a/sg-frontend/index.html b/sg-frontend/index.html
index 87c3be8915161cd7daac3b12f3ee7dcf263ab74e..81e4661d915dd7d1a67214748d6d7fb185d8235e 100644
--- a/sg-frontend/index.html
+++ b/sg-frontend/index.html
@@ -1,14 +1,45 @@
 <!DOCTYPE html>
 <html lang="en">
-	<head>
-		<meta charset="UTF-8" />
-		<link rel="icon" type="image/svg+xml" href="/vite.svg" />
-		<link href="/dist/output.css" rel="stylesheet" />
-		<meta name="viewport" content="width=device-width, initial-scale=1.0" />
-		<title>Software Graph</title>
-	</head>
-	<body>
-		<div id="app"></div>
-		<script type="module" src="/src/main.ts"></script>
-	</body>
+<head>
+    <meta charset="UTF-8"/>
+    <link rel="icon" type="image/svg+xml" href="/vite.svg"/>
+    <meta name="viewport" content="width=device-width, initial-scale=1.0"/>
+    <title>Software Graph</title>
+</head>
+<body>
+
+<div id="app">
+    <div class="topnav">
+        <a id="home" class="active" href="/">Home</a>
+        <a id="sigma" href="#/sigma-custom">Software graph</a>
+        <a id="add" href="#/add-node">Software insert</a>
+    </div>
+</div>
+<script type="module" src="/src/main.ts"></script>
+</body>
+
+<style>
+    .topnav {
+        overflow: hidden;
+        background-color: #333;
+    }
+
+    .topnav a {
+        float: left;
+        color: #f2f2f2;
+        text-align: center;
+        padding: 14px 16px;
+        text-decoration: none;
+        font-size: 17px;
+    }
+
+    .topnav a:hover {
+        background-color: #ddd;
+        color: black;
+    }
+
+    .topnav a.active {
+        background-color: #04AA6D;
+        color: white;
+    }</style>
 </html>
diff --git a/sg-frontend/package-lock.json b/sg-frontend/package-lock.json
index 014410bd5f956a5f525156e7e68962e0174b66b7..54ca3c28a85d4ab28b9f400fe296ef26373e2905 100644
--- a/sg-frontend/package-lock.json
+++ b/sg-frontend/package-lock.json
@@ -8,27 +8,29 @@
       "name": "sg-frontend",
       "version": "0.0.0",
       "dependencies": {
-        "daisyui": "^2.31.0",
-        "svelte-select": "^4.4.7"
+        "graphology": "^0.25.1",
+        "graphology-layout": "^0.6.1",
+        "graphology-layout-force": "^0.2.4",
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diff --git a/sg-frontend/package.json b/sg-frontend/package.json
index 30a3410eb36c9449bb81db7c0fe56ccf18350672..25a5c5dd0ceb642487ac908f9b2b85c030110ba5 100644
--- a/sg-frontend/package.json
+++ b/sg-frontend/package.json
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 }
diff --git a/sg-frontend/pnpm-lock.yaml b/sg-frontend/pnpm-lock.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..077f39a144cee0d5997b2507f6588aa46f887d46
--- /dev/null
+++ b/sg-frontend/pnpm-lock.yaml
@@ -0,0 +1,923 @@
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+  /svelte-spa-router/3.3.0:
+    resolution: {integrity: sha512-cwRNe7cxD43sCvSfEeaKiNZg3FCizGxeMcf7CPiWRP3jKXjEma3vxyyuDtPOam6nWbVxl9TNM3hlE/i87ZlqcQ==}
+    dependencies:
+      regexparam: 2.0.1
+    dev: false
+
+  /svelte/3.53.1:
+    resolution: {integrity: sha512-Q4/hHkktZogGhN5iqxqSi9sjEVoe/NbIxX4hXEHoasTxj+TxEQVAq66LnDMdAZxjmsodkoI5F3slqsS68U7FNw==}
+    engines: {node: '>= 8'}
+    dev: true
+
+  /to-regex-range/5.0.1:
+    resolution: {integrity: sha512-65P7iz6X5yEr1cwcgvQxbbIw7Uk3gOy5dIdtZ4rDveLqhrdJP+Li/Hx6tyK0NEb+2GCyneCMJiGqrADCSNk8sQ==}
+    engines: {node: '>=8.0'}
+    dependencies:
+      is-number: 7.0.0
+    dev: true
+
+  /tslib/2.4.1:
+    resolution: {integrity: sha512-tGyy4dAjRIEwI7BzsB0lynWgOpfqjUdq91XXAlIWD2OwKBH7oCl/GZG/HT4BOHrTlPMOASlMQ7veyTqpmRcrNA==}
+    dev: true
+
+  /typescript/4.9.3:
+    resolution: {integrity: sha512-CIfGzTelbKNEnLpLdGFgdyKhG23CKdKgQPOBc+OUNrkJ2vr+KSzsSV5kq5iWhEQbok+quxgGzrAtGWCyU7tHnA==}
+    engines: {node: '>=4.2.0'}
+    dev: true
+
+  /vite/3.2.4:
+    resolution: {integrity: sha512-Z2X6SRAffOUYTa+sLy3NQ7nlHFU100xwanq1WDwqaiFiCe+25zdxP1TfCS5ojPV2oDDcXudHIoPnI1Z/66B7Yw==}
+    engines: {node: ^14.18.0 || >=16.0.0}
+    hasBin: true
+    peerDependencies:
+      '@types/node': '>= 14'
+      less: '*'
+      sass: '*'
+      stylus: '*'
+      sugarss: '*'
+      terser: ^5.4.0
+    peerDependenciesMeta:
+      '@types/node':
+        optional: true
+      less:
+        optional: true
+      sass:
+        optional: true
+      stylus:
+        optional: true
+      sugarss:
+        optional: true
+      terser:
+        optional: true
+    dependencies:
+      esbuild: 0.15.14
+      postcss: 8.4.19
+      resolve: 1.22.1
+      rollup: 2.79.1
+    optionalDependencies:
+      fsevents: 2.3.2
+    dev: true
+
+  /vitefu/0.2.1:
+    resolution: {integrity: sha512-clkvXTAeUf+XQKm3bhWUhT4pye+3acm6YCTGaWhxxIvZZ/QjnA3JA8Zud+z/mO5y5XYvJJhevs5Sjkv/FI8nRw==}
+    peerDependenciesMeta:
+      vite:
+        optional: true
+    dependencies:
+      vite: 3.2.4
+    transitivePeerDependencies:
+      - '@types/node'
+      - less
+      - sass
+      - stylus
+      - sugarss
+      - terser
+    dev: true
+
+  /wrappy/1.0.2:
+    resolution: {integrity: sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ==}
+    dev: true
diff --git a/sg-frontend/src/App.svelte b/sg-frontend/src/App.svelte
index 06183724a42b876e04052ec87024fb7b13a2142f..1ffb7ff7af9939f4e675697c57b62525817d9805 100644
--- a/sg-frontend/src/App.svelte
+++ b/sg-frontend/src/App.svelte
@@ -1,13 +1,22 @@
-<script lang="ts">
-	import Header from "./components/Header.svelte";
-	import SoftwareMerger from "./components/SoftwareMerger.svelte";
+<script>
+  	import Router from "svelte-spa-router";
+	import Index from "./routes/Index.svelte";
+	import Add from "./routes/Add.svelte";
+	import Graph from "./routes/Graph.svelte";
+	import NotFound from "./routes/NotFound.svelte";
+    import Sigma from "./routes/Sigma.svelte";
+    import SigmaCustom from "./routes/SigmaCustom.svelte";
+    import AddNode from "./routes/AddNode.svelte";
+
+		let routes = {
+			"/": Index,
+			"/add": Add,
+			"/graph": Graph,
+            "/sigma": Sigma,
+            "/sigma-custom": SigmaCustom,
+            "/add-node": AddNode,
+			"*": NotFound
+		}
 </script>
 
-<main>
-	<Header />
-	<h1>Software Merger</h1>
-	<p>Find alternatives that have similar features between two softwares.</p>
-	<br />
-	<br />
-	<SoftwareMerger />
-</main>
+<Router {routes} />
\ No newline at end of file
diff --git a/sg-frontend/src/app.css b/sg-frontend/src/app.css
index d469b298d745b12f236d7ebb3d3e8598351cf640..187092b3f3d0def897811a28fc4b29cffa8f4698 100644
--- a/sg-frontend/src/app.css
+++ b/sg-frontend/src/app.css
@@ -1,86 +1,98 @@
-@tailwind base;
-@tailwind components;
-@tailwind utilities;
+/* Dark theme settings are commented */
 
 :root {
-	font-family: Inter, Avenir, Helvetica, Arial, sans-serif;
-	font-size: 16px;
-	line-height: 24px;
-	font-weight: 400;
-
-	color-scheme: light dark;
-	color: rgba(255, 255, 255, 0.87);
-	background-color: #242424;
-
-	font-synthesis: none;
-	text-rendering: optimizeLegibility;
-	-webkit-font-smoothing: antialiased;
-	-moz-osx-font-smoothing: grayscale;
-	-webkit-text-size-adjust: 100%;
+    font-family: Inter, Avenir, Helvetica, Arial, sans-serif;
+    font-size: 16px;
+    line-height: 24px;
+    font-weight: 400;
+
+    /*color-scheme: light dark;*/
+    /*color: rgba(255, 255, 255, 0.87);*/
+    /*background-color: #242424;*/
+    color: #213547;
+    background-color: #ffffff;
+
+    font-synthesis: none;
+    text-rendering: optimizeLegibility;
+    -webkit-font-smoothing: antialiased;
+    -moz-osx-font-smoothing: grayscale;
+    -webkit-text-size-adjust: 100%;
 }
 
 a {
-	font-weight: 500;
-	color: #646cff;
-	text-decoration: inherit;
+    font-weight: 500;
+    /*color: #646cff;*/
+    text-decoration: inherit;
 }
+
 a:hover {
-	color: #535bf2;
+    /*color: #535bf2;*/
+    color: #747bff;
 }
 
 body {
-	padding-top: 100px;
-	margin: 0;
-	display: flex;
-	justify-items: center;
-	min-width: 320px;
-	min-height: 100vh;
+    margin: 0;
+    display: flex;
+    place-items: center;
+    min-width: 320px;
+    min-height: 100vh;
 }
 
 h1 {
-	font-size: 3.2em;
-	line-height: 1.1;
+    font-size: 3.2em;
+    line-height: 1.1;
 }
 
 .card {
-	padding: 2em;
+    padding: 2em;
+}
+
+#app-base {
+    max-width: 1280px;
+    margin: 0 auto;
+    padding: 2rem;
+    text-align: center;
 }
 
 #app {
-	max-width: 1280px;
-	margin: 0 auto;
-	padding: 2rem;
-	text-align: center;
+    width: 100vw;
+    height: 100vh;
 }
 
 button {
-	border-radius: 8px;
-	border: 1px solid transparent;
-	padding: 0.6em 1.2em;
-	font-size: 1em;
-	font-weight: 500;
-	font-family: inherit;
-	background-color: #1a1a1a;
-	cursor: pointer;
-	transition: border-color 0.25s;
+    border-radius: 8px;
+    border: 1px solid transparent;
+    padding: 0.6em 1.2em;
+    font-size: 1em;
+    font-weight: 500;
+    font-family: inherit;
+    /*background-color: #1a1a1a;*/
+    background-color: #f9f9f9;
+    color: #1a1a1a;
+    cursor: pointer;
+    transition: border-color 0.25s;
 }
+
 button:hover {
-	border-color: #646cff;
+    border-color: #646cff;
 }
+
 button:focus,
 button:focus-visible {
-	outline: 4px auto -webkit-focus-ring-color;
+    outline: 4px auto -webkit-focus-ring-color;
 }
 
-@media (prefers-color-scheme: light) {
-	:root {
-		color: #213547;
-		background-color: #ffffff;
-	}
-	a:hover {
-		color: #747bff;
-	}
-	button {
-		background-color: #f9f9f9;
-	}
-}
+/*@media (prefers-color-scheme: light) {*/
+/*    :root {*/
+/*        color: #213547;*/
+/*        background-color: #ffffff;*/
+/*    }*/
+
+/*    a:hover {*/
+/*        color: #747bff;*/
+/*    }*/
+
+/*    button {*/
+/*        background-color: #f9f9f9;*/
+/*    }*/
+/*}*/
\ No newline at end of file
diff --git a/sg-frontend/src/components/RelationInsert.svelte b/sg-frontend/src/components/RelationInsert.svelte
new file mode 100644
index 0000000000000000000000000000000000000000..7d0386f95ac05d78dba22e7da7dd285618c402e2
--- /dev/null
+++ b/sg-frontend/src/components/RelationInsert.svelte
@@ -0,0 +1,117 @@
+<script>
+    import SoftwareSelect from "./SoftwareSelect.svelte";
+    import {onMount} from "svelte";
+
+    let softwares = [],
+        software1,
+        software2,
+        result,
+        node;
+    const BACKEND_URL = import.meta.env.VITE_BACKEND_URL;
+    onMount(async () => {
+
+        const relationAddButton = document.getElementById("relationAddButton");
+        relationAddButton.addEventListener("click", async (e) => {
+            const response = await fetch(BACKEND_URL + "/relation-insert", {
+                method: "POST",
+                headers: {
+                    "Content-Type": "application/json",
+                },
+                body: JSON.stringify({
+                    software1: software1.label,
+                    software2: software2.label,
+                    relationType: document.querySelector('input[name="relationType"]:checked').value
+                }),
+            });
+            if (response.ok) {
+                result = await response.json();
+                node = result.node;
+            }
+            e.preventDefault();
+        });
+
+        await fetch(BACKEND_URL + "/software")
+            .then((response) => response.json())
+            .then((data) => {
+                console.log(data);
+                let tempSoft = [];
+                data["softwares"].forEach((element) => {
+                    node = Object.values(Object.values(element))[0];
+                    delete Object.assign(node, {["label"]: node["name"]})["name"];
+                    tempSoft.push(node);
+                });
+                softwares = tempSoft;
+                console.log(softwares);
+            })
+            .catch((error) => {
+                console.log(error);
+                return [];
+            });
+    });
+</script>
+
+<form>
+    <SoftwareSelect items="{softwares}" bind:selectedSoftware="{software1}"/>
+    <div>
+        <label class="radio-inline">
+            <input type="radio" id="SIMILAR" name="relationType" value="SIMILAR" checked>SIMILAR
+        </label>
+        <label class="radio-inline">
+            <input type="radio" id="HAS_SAME_CREATOR" name="relationType" value="HAS_SAME_CREATOR">HAS SAME CREATOR
+        </label>
+    </div>
+    <SoftwareSelect items="{softwares}" bind:selectedSoftware="{software2}"/>
+    <button id="relationAddButton">Add</button>
+</form>
+
+<style>
+    /* Style the form - display items horizontally */
+    .form-inline {
+        display: flex;
+        flex-flow: row wrap;
+        align-items: center;
+    }
+
+    /* Add some margins for each label */
+    .form-inline label {
+        margin: 5px 10px 5px 0;
+    }
+
+    p {
+        display: none !important;
+    }
+
+    /* Style the input fields */
+    .form-inline input {
+        vertical-align: middle;
+        margin: 5px 10px 5px 0;
+        padding: 10px;
+        background-color: #fff;
+        border: 1px solid #ddd;
+    }
+
+    /* Add responsiveness - display the form controls vertically instead of horizontally on screens that are less than 800px wide */
+    @media (max-width: 800px) {
+        .form-inline input {
+            margin: 10px 0;
+        }
+
+        .form-inline {
+            flex-direction: column;
+            align-items: stretch;
+        }
+    }
+
+    form {
+        max-width: 400px;
+        background: #f4f4f4;
+        padding: 20px;
+        border-radius: 4px;
+        color: black;
+        margin: auto;
+    }
+
+    label {
+        margin: 0 0 10px;
+    }
+</style>
\ No newline at end of file
diff --git a/sg-frontend/src/components/SoftwareInsert.svelte b/sg-frontend/src/components/SoftwareInsert.svelte
new file mode 100644
index 0000000000000000000000000000000000000000..702fc318d9c8038854a6d5720fca4907f8bc4019
--- /dev/null
+++ b/sg-frontend/src/components/SoftwareInsert.svelte
@@ -0,0 +1,88 @@
+<script>
+    import {onMount} from "svelte";
+
+    const BACKEND_URL = import.meta.env.VITE_BACKEND_URL;
+
+
+    let softwares = [],
+        result,
+        node;
+
+
+    onMount(async () => {
+        const softwareName = document.getElementById("softwareName");
+        const newNodeButton = document.getElementById("newNodeButton");
+
+        newNodeButton.addEventListener("click", (e) => {
+            postSoftwareInsert();
+            e.preventDefault();
+        });
+
+        async function postSoftwareInsert() {
+            const res = await fetch(BACKEND_URL + "/software-insert", {
+                method: "POST",
+                headers: {
+                    "Content-Type": "application/json",
+                },
+                body: JSON.stringify({"newNodeName": softwareName.value}),
+            });
+        }
+
+    });
+</script>
+
+
+<form class="form-inline">
+    <label for="softwareName">Software Name :</label>
+    <input type="text" id="softwareName" placeholder="" name="softwareName">
+    <button id="newNodeButton">Submit</button>
+</form>
+
+<style>
+
+    /* Style the form - display items horizontally */
+    .form-inline {
+        display: flex;
+        flex-flow: row wrap;
+        align-items: center;
+    }
+
+    /* Add some margins for each label */
+    .form-inline label {
+        margin: 5px 10px 5px 0;
+    }
+
+    /* Style the input fields */
+    .form-inline input {
+        vertical-align: middle;
+        margin: 5px 10px 5px 0;
+        padding: 10px;
+        background-color: #fff;
+        border: 1px solid #ddd;
+    }
+
+    /* Add responsiveness - display the form controls vertically instead of horizontally on screens that are less than 800px wide */
+    @media (max-width: 800px) {
+        .form-inline input {
+            margin: 10px 0;
+        }
+
+        .form-inline {
+            flex-direction: column;
+            align-items: stretch;
+        }
+    }
+
+    form {
+        max-width: 400px;
+        background: #f4f4f4;
+        padding: 20px;
+        border-radius: 4px;
+        color: black;
+        margin: auto;
+    }
+
+    label {
+        margin: 0 0 10px;
+    }
+</style>
\ No newline at end of file
diff --git a/sg-frontend/src/components/SoftwareMerger.svelte b/sg-frontend/src/components/SoftwareMerger.svelte
index e6b6a04b94d50d826ebbc8eeae38c5d6936261cc..6466e824eaa3949ad16d75595f4746c043a4e678 100644
--- a/sg-frontend/src/components/SoftwareMerger.svelte
+++ b/sg-frontend/src/components/SoftwareMerger.svelte
@@ -65,7 +65,7 @@
 <SoftwareSelect items="{softwares}" bind:selectedSoftware="{software2}" />
 
 {#if result}
-	<div style="text-align: left;">
+	<div style="max-width: 470px; text-align: left;    margin: auto;">
 		<h2>Results</h2>
 		{#if result.length > 0}
 			<p>
diff --git a/sg-frontend/src/components/SoftwareSelect.svelte b/sg-frontend/src/components/SoftwareSelect.svelte
index 99acdc542f20a81febba07532e531fd31149bbf3..844318ec249f54ed6f110133c51af17057cda1c9 100644
--- a/sg-frontend/src/components/SoftwareSelect.svelte
+++ b/sg-frontend/src/components/SoftwareSelect.svelte
@@ -35,6 +35,7 @@
 		padding: 20px;
 		border-radius: 4px;
 		color: black;
+		margin: auto;
 	}
 
 	label {
diff --git a/sg-frontend/src/routes/Add.svelte b/sg-frontend/src/routes/Add.svelte
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/sg-frontend/src/routes/AddNode.svelte b/sg-frontend/src/routes/AddNode.svelte
new file mode 100644
index 0000000000000000000000000000000000000000..e869809e21f7da454c2e149543b3f294485f6246
--- /dev/null
+++ b/sg-frontend/src/routes/AddNode.svelte
@@ -0,0 +1,22 @@
+<script lang="ts">
+
+    import {onMount} from 'svelte';
+    import SotfwareInsert from "../components/SoftwareInsert.svelte";
+    import RelationInsert from "../components/RelationInsert.svelte";
+
+    onMount(() => {
+        const link = document.getElementById("sigma") as HTMLElement;
+        const home = document.getElementById("home") as HTMLElement;
+        const add = document.getElementById("add") as HTMLElement;
+        add.classList.add("active");
+        home.classList.remove("active");
+        link.classList.remove("active");
+
+    });
+</script>
+<div id="app-base">
+    <h1>Add new node</h1>
+    <SotfwareInsert></SotfwareInsert>
+    <h1>Add new relation</h1>
+    <RelationInsert></RelationInsert>
+</div>
\ No newline at end of file
diff --git a/sg-frontend/src/routes/Graph.svelte b/sg-frontend/src/routes/Graph.svelte
new file mode 100644
index 0000000000000000000000000000000000000000..327e027b4c582689c7088105b8f2cb42307b8c87
--- /dev/null
+++ b/sg-frontend/src/routes/Graph.svelte
@@ -0,0 +1,3 @@
+<div>
+    Hello
+</div>
\ No newline at end of file
diff --git a/sg-frontend/src/routes/Index.svelte b/sg-frontend/src/routes/Index.svelte
new file mode 100644
index 0000000000000000000000000000000000000000..53f779416021abf9da45ec54eadf62c159743d11
--- /dev/null
+++ b/sg-frontend/src/routes/Index.svelte
@@ -0,0 +1,37 @@
+<script lang="ts">
+    import SoftwareMerger from "../components/SoftwareMerger.svelte";
+	const link = document.getElementById("sigma");
+	const home = document.getElementById("home");
+	const add = document.getElementById("add");
+	home.classList.add("active");
+	link.classList.remove("active");
+	add.classList.remove("active");
+</script>
+
+<div id="app-base">
+    <h1>Software Merger</h1>
+    <p>Find alternatives that have similar features between two softwares.</p>
+    <br/>
+    <br/>
+    <SoftwareMerger/>
+</div>
+
+<style>
+    .logo {
+        height: 6em;
+        padding: 1.5em;
+        will-change: filter;
+    }
+
+    .logo:hover {
+        filter: drop-shadow(0 0 2em #646cffaa);
+    }
+
+    .logo.svelte:hover {
+        filter: drop-shadow(0 0 2em #ff3e00aa);
+    }
+
+    .read-the-docs {
+        color: #888;
+    }
+</style>
\ No newline at end of file
diff --git a/sg-frontend/src/routes/NotFound.svelte b/sg-frontend/src/routes/NotFound.svelte
new file mode 100644
index 0000000000000000000000000000000000000000..c678e375b97ef72ecf7208194772948ef1d3a00b
--- /dev/null
+++ b/sg-frontend/src/routes/NotFound.svelte
@@ -0,0 +1 @@
+<p>Not found</p>
\ No newline at end of file
diff --git a/sg-frontend/src/routes/Sigma.svelte b/sg-frontend/src/routes/Sigma.svelte
new file mode 100644
index 0000000000000000000000000000000000000000..8b7d8637752cf83102e52a6e5043aaa78c906135
--- /dev/null
+++ b/sg-frontend/src/routes/Sigma.svelte
@@ -0,0 +1,174 @@
+<script lang="ts">
+import Graph from "graphology";
+import Sigma from "sigma";
+
+import { Coordinates, EdgeDisplayData, NodeDisplayData } from "sigma/types";
+
+import data from "./data.json";
+  import { onMount } from 'svelte';
+
+  onMount(() => {
+/**
+ * This example showcases sigma's reducers, which aim to facilitate dynamically
+ * changing the appearance of nodes and edges, without actually changing the
+ * main graphology data.
+ */
+
+
+
+// Retrieve some useful DOM elements:
+const container = document.getElementById("sigma-container") as HTMLElement;
+const searchInput = document.getElementById("search-input") as HTMLInputElement;
+const searchSuggestions = document.getElementById("suggestions") as HTMLDataListElement;
+
+// Instantiate sigma:
+const graph = new Graph();
+graph.import(data);
+const renderer = new Sigma(graph, container);
+
+// Type and declare internal state:
+interface State {
+  hoveredNode?: string;
+  searchQuery: string;
+
+  // State derived from query:
+  selectedNode?: string;
+  suggestions?: Set<string>;
+
+  // State derived from hovered node:
+  hoveredNeighbors?: Set<string>;
+}
+const state: State = { searchQuery: "" };
+
+// Feed the datalist autocomplete values:
+searchSuggestions.innerHTML = graph
+  .nodes()
+  .map((node) => `<option value="${graph.getNodeAttribute(node, "label")}"></option>`)
+  .join("\n");
+
+// Actions:
+function setSearchQuery(query: string) {
+  state.searchQuery = query;
+
+  if (searchInput.value !== query) searchInput.value = query;
+
+  if (query) {
+    const lcQuery = query.toLowerCase();
+    const suggestions = graph
+      .nodes()
+      .map((n) => ({ id: n, label: graph.getNodeAttribute(n, "label") as string }))
+      .filter(({ label }) => label.toLowerCase().includes(lcQuery));
+
+    // If we have a single perfect match, them we remove the suggestions, and
+    // we consider the user has selected a node through the datalist
+    // autocomplete:
+    if (suggestions.length === 1 && suggestions[0].label === query) {
+      state.selectedNode = suggestions[0].id;
+      state.suggestions = undefined;
+
+      // Move the camera to center it on the selected node:
+      const nodePosition = renderer.getNodeDisplayData(state.selectedNode) as Coordinates;
+      renderer.getCamera().animate(nodePosition, {
+        duration: 500,
+      });
+    }
+    // Else, we display the suggestions list:
+    else {
+      state.selectedNode = undefined;
+      state.suggestions = new Set(suggestions.map(({ id }) => id));
+    }
+  }
+  // If the query is empty, then we reset the selectedNode / suggestions state:
+  else {
+    state.selectedNode = undefined;
+    state.suggestions = undefined;
+  }
+
+  // Refresh rendering:
+  renderer.refresh();
+}
+function setHoveredNode(node?: string) {
+  if (node) {
+    state.hoveredNode = node;
+    state.hoveredNeighbors = new Set(graph.neighbors(node));
+  } else {
+    state.hoveredNode = undefined;
+    state.hoveredNeighbors = undefined;
+  }
+
+  // Refresh rendering:
+  renderer.refresh();
+}
+
+// Bind search input interactions:
+searchInput.addEventListener("input", () => {
+  setSearchQuery(searchInput.value || "");
+});
+searchInput.addEventListener("blur", () => {
+  setSearchQuery("");
+});
+
+// Bind graph interactions:
+renderer.on("enterNode", ({ node }) => {
+  setHoveredNode(node);
+});
+renderer.on("leaveNode", () => {
+  setHoveredNode(undefined);
+});
+
+// Render nodes accordingly to the internal state:
+// 1. If a node is selected, it is highlighted
+// 2. If there is query, all non-matching nodes are greyed
+// 3. If there is a hovered node, all non-neighbor nodes are greyed
+renderer.setSetting("nodeReducer", (node, data) => {
+  const res: Partial<NodeDisplayData> = { ...data };
+
+  if (state.hoveredNeighbors && !state.hoveredNeighbors.has(node) && state.hoveredNode !== node) {
+    res.label = "";
+    res.color = "#f6f6f6";
+  }
+
+  if (state.selectedNode === node) {
+    res.highlighted = true;
+  } else if (state.suggestions && !state.suggestions.has(node)) {
+    res.label = "";
+    res.color = "#f6f6f6";
+  }
+
+  return res;
+});
+
+// Render edges accordingly to the internal state:
+// 1. If a node is hovered, the edge is hidden if it is not connected to the
+//    node
+// 2. If there is a query, the edge is only visible if it connects two
+//    suggestions
+renderer.setSetting("edgeReducer", (edge, data) => {
+  const res: Partial<EdgeDisplayData> = { ...data };
+
+  if (state.hoveredNode && !graph.hasExtremity(edge, state.hoveredNode)) {
+    res.hidden = true;
+  }
+
+  if (state.suggestions && (!state.suggestions.has(graph.source(edge)) || !state.suggestions.has(graph.target(edge)))) {
+    res.hidden = true;
+  }
+
+  return res;
+});
+
+  });
+
+
+
+
+</script>
+<h1> Sigma graph exemple</h1>
+<div id="sigma-container" />
+
+<style>
+  #sigma-container {
+      width: 550px;
+      height: 450px;
+  }
+</style>
\ No newline at end of file
diff --git a/sg-frontend/src/routes/SigmaCustom.svelte b/sg-frontend/src/routes/SigmaCustom.svelte
new file mode 100644
index 0000000000000000000000000000000000000000..430516090a0c42783bc1e0066f89681b0d399851
--- /dev/null
+++ b/sg-frontend/src/routes/SigmaCustom.svelte
@@ -0,0 +1,215 @@
+<script lang="ts">
+    import {Coordinates, EdgeDisplayData, NodeDisplayData} from "sigma/types";
+    import FA2Layout from "graphology-layout-forceatlas2/worker";
+    import forceAtlas2 from "graphology-layout-forceatlas2";
+    import {circular} from "graphology-layout";
+    import Graph from "graphology";
+    import Sigma from "sigma";
+    import ForceSupervisor from "graphology-layout-force/worker";
+
+    import {onMount} from 'svelte';
+
+    onMount(() => {
+        fetch("http://localhost:8000/software-graph")
+            .then(response => response.json())
+            .then(data => {
+
+
+// Retrieve some useful DOM elements:
+                const container = document.getElementById("sigma-container") as HTMLElement;
+                const link = document.getElementById("sigma") as HTMLElement;
+                const home = document.getElementById("home") as HTMLElement;
+                const add = document.getElementById("add") as HTMLElement;
+                link.classList.add("active");
+                home.classList.remove("active");
+                add.classList.remove("active");
+
+// Instantiate sigma:
+                const graph = new Graph();
+                graph.import(data);
+                const renderer = new Sigma(graph, container);
+
+// Type and declare internal state:
+                interface State {
+                    hoveredNode?: string;
+                    searchQuery: string;
+
+                    // State derived from query:
+                    selectedNode?: string;
+                    suggestions?: Set<string>;
+
+                    // State derived from hovered node:
+                    hoveredNeighbors?: Set<string>;
+                }
+
+                const state: State = {searchQuery: ""};
+
+
+                function setHoveredNode(node?: string) {
+                    if (node) {
+                        state.hoveredNode = node;
+                        state.hoveredNeighbors = new Set(graph.neighbors(node));
+                    } else {
+                        state.hoveredNode = undefined;
+                        state.hoveredNeighbors = undefined;
+                    }
+
+                    // Refresh rendering:
+                    renderer.refresh();
+                }
+
+// Bind graph interactions:
+                renderer.on("enterNode", ({node}) => {
+                    setHoveredNode(node);
+                });
+                renderer.on("leaveNode", () => {
+                    setHoveredNode(undefined);
+                });
+
+// Render nodes accordingly to the internal state:
+// 1. If a node is selected, it is highlighted
+// 2. If there is query, all non-matching nodes are greyed
+// 3. If there is a hovered node, all non-neighbor nodes are greyed
+                renderer.setSetting("nodeReducer", (node, data) => {
+                    const res: Partial<NodeDisplayData> = {...data};
+
+                    if (state.hoveredNeighbors && !state.hoveredNeighbors.has(node) && state.hoveredNode !== node) {
+                        res.label = "";
+                        res.color = "#f6f6f6";
+                    }
+
+                    if (state.selectedNode === node) {
+                        res.highlighted = true;
+                    } else if (state.suggestions && !state.suggestions.has(node)) {
+                        res.label = "";
+                        res.color = "#f6f6f6";
+                    }
+
+                    return res;
+                });
+
+
+// Render edges accordingly to the internal state:
+// 1. If a node is hovered, the edge is hidden if it is not connected to the
+//    node
+// 2. If there is a query, the edge is only visible if it connects two
+//    suggestions
+                renderer.setSetting("edgeReducer", (edge, data) => {
+                    const res: Partial<EdgeDisplayData> = {...data};
+
+                    if (state.hoveredNode && !graph.hasExtremity(edge, state.hoveredNode)) {
+                        res.hidden = true;
+                    }
+
+                    if (state.suggestions && (!state.suggestions.has(graph.source(edge)) || !state.suggestions.has(graph.target(edge)))) {
+                        res.hidden = true;
+                    }
+
+                    return res;
+                });
+
+
+                // Graphology provides a easy to use implementation of Force Atlas 2 in a web worker
+                const sensibleSettings = forceAtlas2.inferSettings(graph);
+                const fa2Layout = new FA2Layout(graph, {
+                    settings: sensibleSettings,
+                });
+
+                circular.assign(graph, {scale: 100});
+                fa2Layout.start();
+
+                // Create the spring layout and start it
+                const layout = new ForceSupervisor(graph, {isNodeFixed: (_, attr) => attr.highlighted});
+                layout.start();
+
+
+//
+// Drag'n'drop feature
+// ~~~~~~~~~~~~~~~~~~~
+//
+
+// State for drag'n'drop
+                let draggedNode: string | null = null;
+                let isDragging = false;
+
+// On mouse down on a node
+//  - we enable the drag mode
+//  - save in the dragged node in the state
+//  - highlight the node
+//  - disable the camera so its state is not updated
+                renderer.on("downNode", (e) => {
+                    isDragging = true;
+                    draggedNode = e.node;
+                    graph.setNodeAttribute(draggedNode, "highlighted", true);
+                });
+
+// On mouse move, if the drag mode is enabled, we change the position of the draggedNode
+                renderer.getMouseCaptor().on("mousemovebody", (e) => {
+                    if (!isDragging || !draggedNode) return;
+
+                    setHoveredNode(undefined);
+
+                    fa2Layout.stop();
+
+                    // Get new position of node
+                    const pos = renderer.viewportToGraph(e);
+
+                    graph.setNodeAttribute(draggedNode, "x", pos.x);
+                    graph.setNodeAttribute(draggedNode, "y", pos.y);
+
+                    // Prevent sigma to move camera:
+                    e.preventSigmaDefault();
+                    e.original.preventDefault();
+                    e.original.stopPropagation();
+                });
+
+// On mouse up, we reset the autoscale and the dragging mode
+                renderer.getMouseCaptor().on("mouseup", () => {
+                    if (draggedNode) {
+                        graph.removeNodeAttribute(draggedNode, "highlighted");
+                    }
+                    isDragging = false;
+                    draggedNode = null;
+                    renderer.getCamera()
+                });
+
+// Disable the autoscale at the first down interaction
+                renderer.getMouseCaptor().on("mousedown", () => {
+                    if (!renderer.getCustomBBox()) renderer.setCustomBBox(renderer.getBBox());
+                });
+            });
+    });
+
+
+</script>
+<h1>Software Map</h1>
+<div id="content">
+    <div id="sigma-container"/>
+</div>
+<style>
+
+    #content{
+        max-width: none !important;
+        margin: 0;
+        padding: 0;
+    }
+    h1 {
+        position: absolute;
+        z-index: 1;
+        margin-left: auto;
+        margin-right: auto;
+        left: 0;
+        right: 0;
+        text-align: center;
+    }
+
+    html,
+    body,
+    #sigma-container {
+        width: 95vw;
+        height: 93vh;
+        margin: 0;
+        text-align: left;
+        display: block;
+    }
+</style>
\ No newline at end of file
diff --git a/sg-frontend/src/routes/data.json b/sg-frontend/src/routes/data.json
new file mode 100644
index 0000000000000000000000000000000000000000..0a8e7ba7928d660e3589ea08bf086544bb67ccd7
--- /dev/null
+++ b/sg-frontend/src/routes/data.json
@@ -0,0 +1,2808 @@
+{
+  "nodes": [
+    {
+      "key": "0.0",
+      "attributes": {
+        "x": 268.72385,
+        "y": 91.18155,
+        "size": 22.714287,
+        "label": "Myriel",
+        "color": "#D8482D"
+      }
+    },
+    {
+      "key": "1.0",
+      "attributes": {
+        "x": 296.39902,
+        "y": 57.118374,
+        "size": 15,
+        "label": "Napoleon",
+        "color": "#B30000"
+      }
+    },
+    {
+      "key": "2.0",
+      "attributes": {
+        "x": 248.45229,
+        "y": 52.22656,
+        "size": 16.714285,
+        "label": "MlleBaptistine",
+        "color": "#BB100A"
+      }
+    },
+    {
+      "key": "3.0",
+      "attributes": {
+        "x": 224.83313,
+        "y": 98.01885,
+        "size": 16.714285,
+        "label": "MmeMagloire",
+        "color": "#BB100A"
+      }
+    },
+    {
+      "key": "4.0",
+      "attributes": {
+        "x": 270.9098,
+        "y": 149.2961,
+        "size": 15,
+        "label": "CountessDeLo",
+        "color": "#B30000"
+      }
+    },
+    {
+      "key": "5.0",
+      "attributes": {
+        "x": 318.6509,
+        "y": 85.41602,
+        "size": 15,
+        "label": "Geborand",
+        "color": "#B30000"
+      }
+    },
+    {
+      "key": "6.0",
+      "attributes": {
+        "x": 330.3126,
+        "y": 117.94921,
+        "size": 15,
+        "label": "Champtercier",
+        "color": "#B30000"
+      }
+    },
+    {
+      "key": "7.0",
+      "attributes": {
+        "x": 310.513,
+        "y": 155.66956,
+        "size": 15,
+        "label": "Cravatte",
+        "color": "#B30000"
+      }
+    },
+    {
+      "key": "8.0",
+      "attributes": {
+        "x": 295.74683,
+        "y": 124.78035,
+        "size": 15,
+        "label": "Count",
+        "color": "#B30000"
+      }
+    },
+    {
+      "key": "9.0",
+      "attributes": {
+        "x": 241.03372,
+        "y": 131.8897,
+        "size": 15,
+        "label": "OldMan",
+        "color": "#B30000"
+      }
+    },
+    {
+      "key": "10.0",
+      "attributes": {
+        "x": -55.532795,
+        "y": -246.75798,
+        "size": 15,
+        "label": "Labarre",
+        "color": "#B30000"
+      }
+    },
+    {
+      "key": "11.0",
+      "attributes": {
+        "x": -8.81755,
+        "y": -60.480377,
+        "size": 45,
+        "label": "Valjean",
+        "color": "#FEF0D9"
+      }
+    },
+    {
+      "key": "12.0",
+      "attributes": {
+        "x": 116.85369,
+        "y": -100.77216,
+        "size": 15.857142,
+        "label": "Marguerite",
+        "color": "#B70805"
+      }
+    },
+    {
+      "key": "13.0",
+      "attributes": {
+        "x": 78.10812,
+        "y": -16.99423,
+        "size": 15,
+        "label": "MmeDeR",
+        "color": "#B30000"
+      }
+    },
+    {
+      "key": "14.0",
+      "attributes": {
+        "x": 47.669666,
+        "y": -96.23158,
+        "size": 15,
+        "label": "Isabeau",
+        "color": "#B30000"
+      }
+    },
+    {
+      "key": "15.0",
+      "attributes": {
+        "x": 20.945133,
+        "y": -118.35298,
+        "size": 15,
+        "label": "Gervais",
+        "color": "#B30000"
+      }
+    },
+    {
+      "key": "16.0",
+      "attributes": {
+        "x": 232.50653,
+        "y": -165.75543,
+        "size": 21.857143,
+        "label": "Tholomyes",
+        "color": "#D44028"
+      }
+    },
+    {
+      "key": "17.0",
+      "attributes": {
+        "x": 322.50223,
+        "y": -210.94756,
+        "size": 20.142857,
+        "label": "Listolier",
+        "color": "#CC301E"
+      }
+    },
+    {
+      "key": "18.0",
+      "attributes": {
+        "x": 322.0389,
+        "y": -162.5361,
+        "size": 20.142857,
+        "label": "Fameuil",
+        "color": "#CC301E"
+      }
+    },
+    {
+      "key": "19.0",
+      "attributes": {
+        "x": 282.84045,
+        "y": -234.37758,
+        "size": 20.142857,
+        "label": "Blacheville",
+        "color": "#CC301E"
+      }
+    },
+    {
+      "key": "20.0",
+      "attributes": {
+        "x": 282.14212,
+        "y": -141.3707,
+        "size": 20.142857,
+        "label": "Favourite",
+        "color": "#CC301E"
+      }
+    },
+    {
+      "key": "21.0",
+      "attributes": {
+        "x": 279.24896,
+        "y": -186.69917,
+        "size": 20.142857,
+        "label": "Dahlia",
+        "color": "#CC301E"
+      }
+    },
+    {
+      "key": "22.0",
+      "attributes": {
+        "x": 240.49136,
+        "y": -212.45226,
+        "size": 20.142857,
+        "label": "Zephine",
+        "color": "#CC301E"
+      }
+    },
+    {
+      "key": "23.0",
+      "attributes": {
+        "x": 185.86234,
+        "y": -128.47615,
+        "size": 27,
+        "label": "Fantine",
+        "color": "#ED7047"
+      }
+    },
+    {
+      "key": "24.0",
+      "attributes": {
+        "x": -15.730793,
+        "y": 46.37429,
+        "size": 23.57143,
+        "label": "MmeThenardier",
+        "color": "#DC5032"
+      }
+    },
+    {
+      "key": "25.0",
+      "attributes": {
+        "x": 3.6068764,
+        "y": 98.60965,
+        "size": 27.857143,
+        "label": "Thenardier",
+        "color": "#F1784C"
+      }
+    },
+    {
+      "key": "26.0",
+      "attributes": {
+        "x": -69.92912,
+        "y": -15.777599,
+        "size": 23.57143,
+        "label": "Cosette",
+        "color": "#DC5032"
+      }
+    },
+    {
+      "key": "27.0",
+      "attributes": {
+        "x": 54.198936,
+        "y": 49.115128,
+        "size": 28.714287,
+        "label": "Javert",
+        "color": "#F58051"
+      }
+    },
+    {
+      "key": "28.0",
+      "attributes": {
+        "x": 58.138313,
+        "y": -56.714897,
+        "size": 17.571428,
+        "label": "Fauchelevent",
+        "color": "#BF180F"
+      }
+    },
+    {
+      "key": "29.0",
+      "attributes": {
+        "x": 97.39532,
+        "y": -157.35661,
+        "size": 21,
+        "label": "Bamatabois",
+        "color": "#D03823"
+      }
+    },
+    {
+      "key": "30.0",
+      "attributes": {
+        "x": 157.66608,
+        "y": -88.86034,
+        "size": 15.857142,
+        "label": "Perpetue",
+        "color": "#B70805"
+      }
+    },
+    {
+      "key": "31.0",
+      "attributes": {
+        "x": 130.24326,
+        "y": -62.113045,
+        "size": 17.571428,
+        "label": "Simplice",
+        "color": "#BF180F"
+      }
+    },
+    {
+      "key": "32.0",
+      "attributes": {
+        "x": -31.725157,
+        "y": -124.8531,
+        "size": 15,
+        "label": "Scaufflaire",
+        "color": "#B30000"
+      }
+    },
+    {
+      "key": "33.0",
+      "attributes": {
+        "x": 45.4282,
+        "y": -2.6807823,
+        "size": 15.857142,
+        "label": "Woman1",
+        "color": "#B70805"
+      }
+    },
+    {
+      "key": "34.0",
+      "attributes": {
+        "x": -2.146402,
+        "y": -152.7878,
+        "size": 19.285715,
+        "label": "Judge",
+        "color": "#C72819"
+      }
+    },
+    {
+      "key": "35.0",
+      "attributes": {
+        "x": 54.183117,
+        "y": -142.10239,
+        "size": 19.285715,
+        "label": "Champmathieu",
+        "color": "#C72819"
+      }
+    },
+    {
+      "key": "36.0",
+      "attributes": {
+        "x": -21.096437,
+        "y": -192.47128,
+        "size": 19.285715,
+        "label": "Brevet",
+        "color": "#C72819"
+      }
+    },
+    {
+      "key": "37.0",
+      "attributes": {
+        "x": 56.919018,
+        "y": -184.99847,
+        "size": 19.285715,
+        "label": "Chenildieu",
+        "color": "#C72819"
+      }
+    },
+    {
+      "key": "38.0",
+      "attributes": {
+        "x": 21.456747,
+        "y": -211.19899,
+        "size": 19.285715,
+        "label": "Cochepaille",
+        "color": "#C72819"
+      }
+    },
+    {
+      "key": "39.0",
+      "attributes": {
+        "x": -69.42261,
+        "y": 66.22773,
+        "size": 16.714285,
+        "label": "Pontmercy",
+        "color": "#BB100A"
+      }
+    },
+    {
+      "key": "40.0",
+      "attributes": {
+        "x": 52.13746,
+        "y": 97.863976,
+        "size": 15,
+        "label": "Boulatruelle",
+        "color": "#B30000"
+      }
+    },
+    {
+      "key": "41.0",
+      "attributes": {
+        "x": -84.15585,
+        "y": 140.50175,
+        "size": 23.57143,
+        "label": "Eponine",
+        "color": "#DC5032"
+      }
+    },
+    {
+      "key": "42.0",
+      "attributes": {
+        "x": -47.696083,
+        "y": 112.90357,
+        "size": 16.714285,
+        "label": "Anzelma",
+        "color": "#BB100A"
+      }
+    },
+    {
+      "key": "43.0",
+      "attributes": {
+        "x": 10.037987,
+        "y": 7.8234367,
+        "size": 16.714285,
+        "label": "Woman2",
+        "color": "#BB100A"
+      }
+    },
+    {
+      "key": "44.0",
+      "attributes": {
+        "x": 82.99555,
+        "y": -87.651726,
+        "size": 15.857142,
+        "label": "MotherInnocent",
+        "color": "#B70805"
+      }
+    },
+    {
+      "key": "45.0",
+      "attributes": {
+        "x": 94.93769,
+        "y": -47.799778,
+        "size": 15,
+        "label": "Gribier",
+        "color": "#B30000"
+      }
+    },
+    {
+      "key": "46.0",
+      "attributes": {
+        "x": -293.23438,
+        "y": -146.10257,
+        "size": 15,
+        "label": "Jondrette",
+        "color": "#B30000"
+      }
+    },
+    {
+      "key": "47.0",
+      "attributes": {
+        "x": -294.94247,
+        "y": -108.07895,
+        "size": 15.857142,
+        "label": "MmeBurgon",
+        "color": "#B70805"
+      }
+    },
+    {
+      "key": "48.0",
+      "attributes": {
+        "x": -215.57619,
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+      }
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+      "source": "68.0",
+      "target": "41.0",
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+      }
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+      "key": "209",
+      "source": "68.0",
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+      }
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+      "source": "69.0",
+      "target": "11.0",
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+      }
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+      "source": "69.0",
+      "target": "24.0",
+      "attributes": {
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+      }
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+      "key": "211",
+      "source": "69.0",
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+      }
+    },
+    {
+      "key": "215",
+      "source": "69.0",
+      "target": "27.0",
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+      }
+    },
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+      "source": "69.0",
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+      }
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+      "source": "69.0",
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+      }
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+      "source": "69.0",
+      "target": "68.0",
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+        "size": 6
+      }
+    },
+    {
+      "key": "221",
+      "source": "70.0",
+      "target": "11.0",
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+        "size": 1
+      }
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+    {
+      "key": "222",
+      "source": "70.0",
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+        "size": 1
+      }
+    },
+    {
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+      "source": "70.0",
+      "target": "25.0",
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+        "size": 4
+      }
+    },
+    {
+      "key": "223",
+      "source": "70.0",
+      "target": "27.0",
+      "attributes": {
+        "size": 1
+      }
+    },
+    {
+      "key": "224",
+      "source": "70.0",
+      "target": "41.0",
+      "attributes": {
+        "size": 1
+      }
+    },
+    {
+      "key": "225",
+      "source": "70.0",
+      "target": "58.0",
+      "attributes": {
+        "size": 1
+      }
+    },
+    {
+      "key": "220",
+      "source": "70.0",
+      "target": "68.0",
+      "attributes": {
+        "size": 4
+      }
+    },
+    {
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+      "source": "70.0",
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+        "size": 4
+      }
+    },
+    {
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+      }
+    },
+    {
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+      }
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+      }
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+      "source": "71.0",
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+      }
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+      }
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+      "source": "71.0",
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+      }
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+      }
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+      }
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+      }
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+      }
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+      "source": "75.0",
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+      "attributes": {
+        "size": 3
+      }
+    },
+    {
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+      "source": "75.0",
+      "target": "41.0",
+      "attributes": {
+        "size": 1
+      }
+    },
+    {
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+      "source": "75.0",
+      "target": "48.0",
+      "attributes": {
+        "size": 1
+      }
+    },
+    {
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+      "source": "75.0",
+      "target": "68.0",
+      "attributes": {
+        "size": 3
+      }
+    },
+    {
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+      "source": "75.0",
+      "target": "69.0",
+      "attributes": {
+        "size": 3
+      }
+    },
+    {
+      "key": "245",
+      "source": "75.0",
+      "target": "70.0",
+      "attributes": {
+        "size": 1
+      }
+    },
+    {
+      "key": "246",
+      "source": "75.0",
+      "target": "71.0",
+      "attributes": {
+        "size": 1
+      }
+    },
+    {
+      "key": "252",
+      "source": "76.0",
+      "target": "48.0",
+      "attributes": {
+        "size": 1
+      }
+    },
+    {
+      "key": "253",
+      "source": "76.0",
+      "target": "58.0",
+      "attributes": {
+        "size": 1
+      }
+    },
+    {
+      "key": "251",
+      "source": "76.0",
+      "target": "62.0",
+      "attributes": {
+        "size": 1
+      }
+    },
+    {
+      "key": "250",
+      "source": "76.0",
+      "target": "63.0",
+      "attributes": {
+        "size": 1
+      }
+    },
+    {
+      "key": "247",
+      "source": "76.0",
+      "target": "64.0",
+      "attributes": {
+        "size": 1
+      }
+    },
+    {
+      "key": "248",
+      "source": "76.0",
+      "target": "65.0",
+      "attributes": {
+        "size": 1
+      }
+    },
+    {
+      "key": "249",
+      "source": "76.0",
+      "target": "66.0",
+      "attributes": {
+        "size": 1
+      }
+    }
+  ]
+}
diff --git a/sg-frontend/src/routes/index.ts b/sg-frontend/src/routes/index.ts
new file mode 100644
index 0000000000000000000000000000000000000000..20df61bb402335b1f00d54a281ef177791759e0f
--- /dev/null
+++ b/sg-frontend/src/routes/index.ts
@@ -0,0 +1,152 @@
+/**
+ * This example showcases sigma's reducers, which aim to facilitate dynamically
+ * changing the appearance of nodes and edges, without actually changing the
+ * main graphology data.
+ */
+
+import Sigma from "sigma";
+import { Coordinates, EdgeDisplayData, NodeDisplayData } from "sigma/types";
+import Graph from "graphology";
+
+import data from "./data.json";
+
+// Retrieve some useful DOM elements:
+const container = document.getElementById("sigma-container") as HTMLElement;
+const searchInput = document.getElementById("search-input") as HTMLInputElement;
+const searchSuggestions = document.getElementById("suggestions") as HTMLDataListElement;
+
+// Instantiate sigma:
+const graph = new Graph();
+graph.import(data);
+const renderer = new Sigma(graph, container);
+
+// Type and declare internal state:
+interface State {
+  hoveredNode?: string;
+  searchQuery: string;
+
+  // State derived from query:
+  selectedNode?: string;
+  suggestions?: Set<string>;
+
+  // State derived from hovered node:
+  hoveredNeighbors?: Set<string>;
+}
+const state: State = { searchQuery: "" };
+
+// Feed the datalist autocomplete values:
+searchSuggestions.innerHTML = graph
+  .nodes()
+  .map((node) => `<option value="${graph.getNodeAttribute(node, "label")}"></option>`)
+  .join("\n");
+
+// Actions:
+function setSearchQuery(query: string) {
+  state.searchQuery = query;
+
+  if (searchInput.value !== query) searchInput.value = query;
+
+  if (query) {
+    const lcQuery = query.toLowerCase();
+    const suggestions = graph
+      .nodes()
+      .map((n) => ({ id: n, label: graph.getNodeAttribute(n, "label") as string }))
+      .filter(({ label }) => label.toLowerCase().includes(lcQuery));
+
+    // If we have a single perfect match, them we remove the suggestions, and
+    // we consider the user has selected a node through the datalist
+    // autocomplete:
+    if (suggestions.length === 1 && suggestions[0].label === query) {
+      state.selectedNode = suggestions[0].id;
+      state.suggestions = undefined;
+
+      // Move the camera to center it on the selected node:
+      const nodePosition = renderer.getNodeDisplayData(state.selectedNode) as Coordinates;
+      renderer.getCamera().animate(nodePosition, {
+        duration: 500,
+      });
+    }
+    // Else, we display the suggestions list:
+    else {
+      state.selectedNode = undefined;
+      state.suggestions = new Set(suggestions.map(({ id }) => id));
+    }
+  }
+  // If the query is empty, then we reset the selectedNode / suggestions state:
+  else {
+    state.selectedNode = undefined;
+    state.suggestions = undefined;
+  }
+
+  // Refresh rendering:
+  renderer.refresh();
+}
+function setHoveredNode(node?: string) {
+  if (node) {
+    state.hoveredNode = node;
+    state.hoveredNeighbors = new Set(graph.neighbors(node));
+  } else {
+    state.hoveredNode = undefined;
+    state.hoveredNeighbors = undefined;
+  }
+
+  // Refresh rendering:
+  renderer.refresh();
+}
+
+// Bind search input interactions:
+searchInput.addEventListener("input", () => {
+  setSearchQuery(searchInput.value || "");
+});
+searchInput.addEventListener("blur", () => {
+  setSearchQuery("");
+});
+
+// Bind graph interactions:
+renderer.on("enterNode", ({ node }) => {
+  setHoveredNode(node);
+});
+renderer.on("leaveNode", () => {
+  setHoveredNode(undefined);
+});
+
+// Render nodes accordingly to the internal state:
+// 1. If a node is selected, it is highlighted
+// 2. If there is query, all non-matching nodes are greyed
+// 3. If there is a hovered node, all non-neighbor nodes are greyed
+renderer.setSetting("nodeReducer", (node, data) => {
+  const res: Partial<NodeDisplayData> = { ...data };
+
+  if (state.hoveredNeighbors && !state.hoveredNeighbors.has(node) && state.hoveredNode !== node) {
+    res.label = "";
+    res.color = "#f6f6f6";
+  }
+
+  if (state.selectedNode === node) {
+    res.highlighted = true;
+  } else if (state.suggestions && !state.suggestions.has(node)) {
+    res.label = "";
+    res.color = "#f6f6f6";
+  }
+
+  return res;
+});
+
+// Render edges accordingly to the internal state:
+// 1. If a node is hovered, the edge is hidden if it is not connected to the
+//    node
+// 2. If there is a query, the edge is only visible if it connects two
+//    suggestions
+renderer.setSetting("edgeReducer", (edge, data) => {
+  const res: Partial<EdgeDisplayData> = { ...data };
+
+  if (state.hoveredNode && !graph.hasExtremity(edge, state.hoveredNode)) {
+    res.hidden = true;
+  }
+
+  if (state.suggestions && (!state.suggestions.has(graph.source(edge)) || !state.suggestions.has(graph.target(edge)))) {
+    res.hidden = true;
+  }
+
+  return res;
+});
diff --git a/sg-frontend/src/routes/thumbnail.png b/sg-frontend/src/routes/thumbnail.png
new file mode 100644
index 0000000000000000000000000000000000000000..6f8a1960afc749f836b24cb36893dcf4916ae72d
Binary files /dev/null and b/sg-frontend/src/routes/thumbnail.png differ
diff --git a/sg-frontend/tsconfig.json b/sg-frontend/tsconfig.json
index d38303196ae8dc159f2a1ba5caa554ebd2df6ad5..6ac0459e3a3c63ebc831712d5dc393b50489d045 100644
--- a/sg-frontend/tsconfig.json
+++ b/sg-frontend/tsconfig.json
@@ -18,4 +18,4 @@
   },
   "include": ["src/**/*.d.ts", "src/**/*.ts", "src/**/*.js", "src/**/*.svelte"],
   "references": [{ "path": "./tsconfig.node.json" }]
-}
+}
\ No newline at end of file
diff --git a/sg-frontend/vite.config.ts b/sg-frontend/vite.config.ts
index cff47d77fe4739b726bbd0fd1520891b4447805b..0ece1a173327e1bdb26a76f9f3d8fb21179bdcf7 100644
--- a/sg-frontend/vite.config.ts
+++ b/sg-frontend/vite.config.ts
@@ -1,6 +1,7 @@
-import { defineConfig } from "vite";
-import { svelte } from "@sveltejs/vite-plugin-svelte";
+import { defineConfig } from 'vite'
+import { svelte } from '@sveltejs/vite-plugin-svelte'
 
+// https://vitejs.dev/config/
 export default defineConfig({
-	plugins: [svelte()],
-});
+  plugins: [svelte()]
+})
\ No newline at end of file