diff --git a/.gitignore b/.gitignore
index e4e0ac0..b1d42ed 100644
--- a/.gitignore
+++ b/.gitignore
@@ -128,4 +128,7 @@ dmypy.json
 # Pyre type checker
 .pyre/
 
-.idea
\ No newline at end of file
+.idea
+
+# Yelp files
+*.json
\ No newline at end of file
diff --git a/README.md b/README.md
index f60c264..c14a93f 100644
--- a/README.md
+++ b/README.md
@@ -4,29 +4,64 @@ Contains Python scripts to import and model the Yelp challenge dataset into Neo4
 
 ## Getting Started
 
-### Step 1:
+### Step 1: Getting Neo4j Community Edition
 
-Download the [Neo4j Community Edition](https://neo4j.com/download-thanks/?edition=community&release=4.0.1&flavour=unix) ZIP or tarball or start the Neo4j Docker container with the `docker-compose.yml` file.
+Download the [Neo4j Community Edition](https://neo4j.com/download-thanks/?edition=community&release=4.0.1&flavour=unix) 
+ZIP or tarball or start the Neo4j Docker container with the `docker-compose.yml` file.
 
 If using the ZIP or tarball, extract the archive to a directory e.g. `$HOME`:
+```bash
+$ tar -xvzf neo4j-community-4.0.1-unix.tar.gz -C ~/.
 ```
-tar -xvzf neo4j-community-4.0.1-unix.tar.gz -C ~/.
-```
 
-### Step 2:
+### Step 2: Server Plugins and Configuration
+The `neo4j-community.x.x.x` directory (where `x.x.x` would be the version you are using) in this project contains details
+on the files that need to be changed on the server. Note, the changes must be made on your server files and not on this 
+project! This project's directory is simply a demonstration. 
+
+The following files must be changed on the server:
+
+* `plugins/apoc-x.x.x.x-all.jar`: Download the latest [APOC plugin](https://github.com/neo4j-contrib/neo4j-apoc-procedures/releases) and place it under the plugins directory on your server.
+* `conf/neo4j.conf`: This has been configured to whitelist the APOC functions we use in the import process.
+* `import/{business, review, user}.json`: All Yelp files one wishes to import must be placed here. This script only 
+considers the three JSON files listed here.
+
+### Step 3: Starting Neo4j
 
 If not using the Docker image, start Neo4j using the `neo4j` binary in the `neo4j-community-4.0.1/bin` file. Example:
+```bash
+$ ~/neo4j-community-4.0.1/bin/neo4j start
 ```
-~/neo4j-community-4.0.1/bin/neo4j start
+Optionally, one can set their `~/.profile`, `~/.bashrc`, or `~/.zshrc` etc. to add Neo4j binaries to their path by adding the following line: 
+```bash
+export PATH=/home/david/neo4j-community-4.0.1/bin:$PATH
+```
+Then one can simply use:
+```bash
+$ neo4j start
 ```
 Note this needs to run with Oracle Java 11 or OpenJDK 11. I recommend using [AdoptOpenJDK 11](https://adoptopenjdk.net/installation.html?variant=openjdk11&jvmVariant=hotspot) and setting $JAVA_HOME to the location of the directory e.g. `export JAVA_HOME=/home/david/Downloads/jdk-11.0.5+10`.
 
 Neo4j browser should now be running on `http://localhost:7474`. Default username and password is `neo4j` and `neo4j` respectively.
 
-### Step 3:
+### Step 4: Python Dependencies
 
 Before running the `neo4j_yelp.py` script, make sure that you have installed all of the dependencies and edited `config.py` to contain your credentials. To download all the dependencies you can simply type:
-```
-pip3 install -r requirements.txt --user
+```bash
+$ pip3 install -r requirements.txt --user
 ```
 
+### Step 5: Import the Dataset
+
+Now that everything is configured and ready, the import script can be run with:
+```bash
+$ python3 neo4j_yelp.py
+```
+If all goes well, you will see the following output from the terminal:
+```bash
+[INFO] Clearing graph of any existing data
+[INFO] Asserting schema
+[INFO] Loading businesses
+[INFO] Loading users
+[INFO] Loading reviews
+```
\ No newline at end of file
diff --git a/neo4j_yelp.py b/neo4j_yelp.py
index 3398784..4c8e446 100644
--- a/neo4j_yelp.py
+++ b/neo4j_yelp.py
@@ -5,4 +5,44 @@
 
 graph = Graph(uri)
 
-print(graph.evaluate("MATCH (tom {name: \"Tom Hanks\"}) RETURN tom"))
+print("[INFO] Clearing graph of any existing data")
+graph.evaluate("MATCH (n) DETACH DELETE n")
+
+print("[INFO] Asserting schema")
+graph.evaluate("CALL apoc.schema.assert({Category:['name']},{Business:['id'],User:['id'],Review:['id']})")
+
+print("[INFO] Loading businesses")
+graph.evaluate('CALL apoc.periodic.iterate("'
+               'CALL apoc.load.json(\'file:///business.json\') YIELD value RETURN value '
+               '"," '
+               'MERGE (b:Business{id:value.business_id}) '
+               'SET b += apoc.map.clean(value, [\'business_id\',\'categories\',\'address\',\'postal_code\'],[]) '
+               'WITH b,value.categories as categories '
+               'UNWIND categories as category '
+               'MERGE (c:Category{id:category}) '
+               'MERGE (b)-[:IN_CATEGORY]->(c)"'
+               ',{batchSize: 10000, iterateList: true});')
+
+print("[INFO] Loading users")
+graph.evaluate('CALL apoc.periodic.iterate("'
+               'CALL apoc.load.json(\'file:///user.json\') '
+               'YIELD value RETURN value '
+               '"," '
+               'MERGE (u:User{id:value.user_id}) '
+               'SET u += apoc.map.clean(value, [\'friends\',\'user_id\'],[0]) '
+               'WITH u,value.friends as friends '
+               'UNWIND friends as friend '
+               'MERGE (u1:User{id:friend}) '
+               'MERGE (u)-[:FRIEND]-(u1) '
+               '",{batchSize: 100, iterateList: true});')
+
+print("[INFO] Loading reviews")
+graph.evaluate('CALL apoc.periodic.iterate("'
+               'CALL apoc.load.json(\'file:///review.json\') '
+               'YIELD value RETURN value '
+               '"," '
+               'MERGE (b:Business{id:value.business_id}) '
+               'MERGE (u:User{id:value.user_id}) '
+               'MERGE (u)-[r:REVIEWS]->(b) '
+               'SET r += apoc.map.clean(value, [\'business_id\',\'user_id\',\'review_id\'],[0])'
+               '",{batchSize: 10000, iterateList: true});')
diff --git a/requirements.txt b/requirements.txt
index 26b0ce9..945253d 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1 +1 @@
-py2neo
\ No newline at end of file
+py2neo==4.3.0
\ No newline at end of file