twlim1 / dse203_final

DSE203_final

Project Objective

1. Associate places of interest with short-term rental properties to identify profitable real estate investments in San Diego County

2. Construct knowledge graph connecting real estate listings with similar short-term rental properties and nearby places of interest

3. Connect places and reviews to neighborhoods

4. Process review text to find themes associated with neighborhoods

How to load data into local Neo4J

1. Install Neo4j Desktop**

Download Neo4j

Then, launch the Neo4j Browser, create an empty database, set the password to "neo4jbinder", and close the database.

2. Edit NEO4J_HOME and NEO4J_IMPORT ./cyphers/run_cyphers.sh to point to local installation NEO4J installation locations.

NEO4J_HOME="/Users/<name>/Library/Application Support/com.Neo4j.Relate/Data/dbmss/dbms-<guid>"
NEO4J_IMPORT="/Users/<name>/Library/Application Support/com.Neo4j.Relate/Data/dbmss/dbms-<guid>/import"

3. Run the following command to upload csv into local Neo4J Database

sh ./cyphers/run_cyphers.sh

Reference code

1. Clone contents of Google maps services python repo to ./data_sources/google/

Google maps services python

2. Clone contents of Yelp API python repo to ./data_sources/yelp/

Yelp API python

Presentation slide deck

1. Do git clone to download the slide deck and code